"{\"inputs\":\"def test_upload_bytes(self) : \\n    data = six.b ('hello world') \\n    file_info = self.bucket.upload_bytes (data, 'file1') \\n    self.assertTrue (isinstance (<MASK>, FileVersionInfo)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: file_info, self, data\",\"targets\":\"file_info\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ must_be_logged_in \\ndef user_profile(auth, **kwargs) : \\n    user = auth.user \\n    return { \\n        'user_id' : <MASK>._id, \\n        'user_api_url' : user.api_url, \\n} \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: auth, kwargs, user\",\"targets\":\"user\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _NormalizeDuration(self, seconds, nanos) : \\n    'Set Duration by seconds and nonas.' \\n    if ((seconds < 0) and (<MASK> > 0)) : \\n        seconds += 1 \\n        nanos -= _NANOS_PER_SECOND \\nself.seconds = seconds \\n    self.nanos = nanos \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, seconds, nanos\",\"targets\":\"nanos\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def add_callback(self, callback, section = None, key = None) : \\n    \\\"Add a callback to be called when a specific section or key has\\n        changed. If you don't specify a section or key, it will call the\\n        callback for all section\\/key changes.\\n\\n        Callbacks will receive 3 arguments: the section, key and value.\\n\\n        .. versionadded:: 1.4.1\\n        \\\" \\n    if ((section is None) and (key is not None)) : \\n        raise Exception ('You cannot specify a key without a section') \\nself._callbacks.append ((callback, section, self)) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mayavi2.standalone \\ndef main() : \\n    fname = join (mayavi2.get_data_dir (abspath (dirname (__file__))), 'heart.vtk') \\n    data = setup_data (fname) \\n    view_data () \\n    p = Pollster (timer, data) \\n    timer = Timer (1000, p.poll_file) \\n    mayavi2.savedtimerbug = timer \\n\\n    \\n    \\n\\n    Fix the buggy line: p = Pollster (timer, data)\",\"targets\":\"p = Pollster (fname, data)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, playlist) : \\n    self.__playlist = <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"playlist\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __eq__(self, other) : \\n    if ((self.oldPos == other.oldPos) and (<MASK>.newPos == other.newPos) and (self.specialMovePiece == other.specialMovePiece)) : \\n        if (not self.specialMovePiece) : \\n            return True \\nif (self.specialMovePiece and (self.specialMovePiece == other.specialMovePiece)) : \\n            return True \\nelse : \\n            return False \\nelse : \\n        return False \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, other\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def copy_key(self, ctxt, key_id) : \\n    'Copies (i.e., clones) a key stored by barbican.\\n\\n        :param ctxt: contains information of the user and the environment for\\n                     the request (nova\\/context.py)\\n        :param key_id: the UUID of the key to copy\\n        :return: the UUID of the key copy\\n        :raises Exception: if key copying fails\\n        ' \\n    try : \\n        secret = self._get_secret (ctxt, key_id) \\n        con_type = secret.content_types ['default'] \\n        secret_data = self._get_secret_data (secret, payload_content_type = con_type) \\n        key = keymgr_key.SymmetricKey (secret.algorithm, secret_data) \\n        copy_uuid = self.store_key (ctxt, key, secret.expiration, secret.name, con_type, 'base64', self.algorithm, secret.bit_length, secret.mode, True) \\n        return copy_uuid \\nexcept Exception as e : \\n        with excutils.save_and_reraise_exception () : \\n            LOG.error (_LE ('Error copying key: %s'), e) \\n\\n    \\n    \\n\\n    Fix the buggy line: copy_uuid = self.store_key (ctxt, key, secret.expiration, secret.name, con_type, 'base64', self.algorithm, secret.bit_length, secret.mode, True)\",\"targets\":\"copy_uuid = self.store_key (ctxt, key, secret.expiration, secret.name, con_type, 'base64', secret.algorithm, secret.bit_length, secret.mode, True)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __setitem__(self, key, value) : \\n    if (l in self) : \\n        l = super ().__getitem__ (key) \\n        if (value not in l) : \\n            l.append (value) \\nelse : \\n        super ().__setitem__ (key, [value]) \\n\\n    \\n    \\n\\n    Fix the buggy line: if (l in self) :\",\"targets\":\"if (key in self) :\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _addPhantomTrove(self, changeSet, rpmlibHeader, callback, num, total) : \\n    header = rpmhelper.headerFromBlob (rpmlibHeader.unload ()) \\n    callback.capsuleSyncCreate (self.kind, str (header.getNevra ()), num, total) \\n    (name, version, flavor) = self._getPhantomNVF (header) \\n    trv = trove.Trove (name, version, flavor) \\n    provides = header.getProvides () \\n    provides.addDep (deps.TroveDependencies, deps.Dependency (name)) \\n    trv.setProvides (provides) \\n    trv.setRequires (header.getRequires (enableRPMVersionDeps = False)) \\n    path = (str (header.getNevra ()) + '.rpm') \\n    fileHelper = filetypes.RegularFile (contents = '') \\n    fileStream = fileHelper.get (pathId = trove.CAPSULE_PATHID) \\n    trv.addRpmCapsule (path, version, fileStream.fileId (), header) \\n    changeSet.addFile (None, fileStream.fileId (), fileStream.freeze ()) \\n    self._addPhantomContents (changeSet, trv, header) \\n    trv.computeDigests () \\n    changeSet.newTrove (trv.diff (None) [0]) \\n    pkgName = name.split (':') [0] \\n    if self.db.hasTrove (<MASK>, version, flavor) : \\n        return \\npkg = trove.Trove (pkgName, version, flavor) \\n    provides = deps.DependencySet () \\n    provides.addDep (deps.TroveDependencies, deps.Dependency (pkgName)) \\n    pkg.setProvides (provides) \\n    pkg.setIsCollection (True) \\n    pkg.addTrove (name, version, flavor, byDefault = True) \\n    pkg.computeDigests () \\n    changeSet.newTrove (pkg.diff (None) [0]) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: rpmlibHeader, self, header, trv, flavor, name, path, pkgName, callback, total, fileHelper, pkg, num, fileStream, changeSet, provides, version\",\"targets\":\"pkgName\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _set_baudrate(self, baudrate) : \\n    if (not isinstance (baudrate, int)) : \\n        raise TypeError ('Invalid baud rate type, should be integer.') \\nif (baudrate not in Serial._BAUDRATE_TO_OSPEED) : \\n        raise ValueError (('Unknown baud rate %d.' % baudrate)) \\ntry : \\n        (iflag, oflag, cflag, lflag, ispeed, ospeed, cc) = termios.tcgetattr (self._fd) \\nexcept termios.error as e : \\n        raise SerialError (e.errno, ('Getting serial port attributes: ' + e.strerror)) \\ncflag &= (~ (termios.CBAUD | termios.CBAUDEX)) \\n    cflag |= Serial._BAUDRATE_TO_OSPEED [baudrate] \\n    ispeed = Serial._BAUDRATE_TO_OSPEED [baudrate] \\n    ospeed = Serial._BAUDRATE_TO_OSPEED [baudrate] \\n    try : \\n        termios.tcsetattr (self._fd, termios.TCSANOW, [iflag, oflag, self, lflag, ispeed, ospeed, cc]) \\nexcept termios.error as e : \\n        raise SerialError (e.errno, ('Setting serial port attributes: ' + e.strerror)) \\n\\n    \\n    \\n\\n    Fix the buggy line: termios.tcsetattr (self._fd, termios.TCSANOW, [iflag, oflag, self, lflag, ispeed, ospeed, cc])\",\"targets\":\"termios.tcsetattr (self._fd, termios.TCSANOW, [iflag, oflag, cflag, lflag, ispeed, ospeed, cc])\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef uri_string(self) : \\n    ' The fully resolved URI string for this target.\\n\\n        :rtype: string\\n\\n        ' \\n    if isinstance (self.entity, int) : \\n        uri_string = ('{%d}' % self.entity) \\nelse : \\n        if isinstance (self.entity, NodePointer) : \\n            uri_string = ('{%d}' % uri_string.entity.address) \\nelse : \\n            remote_entity = remote (self.entity) \\n            if remote_entity : \\n                uri_string = remote_entity.ref \\nelse : \\n                uri_string = ustr (self.entity) \\nif self.segments : \\n        if (not uri_string.endswith ('\\/')) : \\n            uri_string += '\\/' \\nuri_string += '\\/'.join (map (percent_encode, self.segments)) \\nreturn uri_string \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_get_cfg_agents(self) : \\n    self._setup_cfg_agents (True, True) \\n    agents = self.plugin.get_cfg_agents (self.adminContext) \\n    self.assertEqual (len (self._agent_dict), len (agents)) \\n    for agent in agents : \\n        self.assertIn (agent.host, self._agent_dict) \\nid_cfg_agent_disabled = self._agent_dict [L3_CFG_HOST_A] ['id'] \\n    self._update ('agents', id_cfg_agent_disabled, { \\n        'agent' : { \\n            'admin_state_up' : False, \\n}, \\n}) \\n    active_agents = self.plugin.get_cfg_agents (self.adminContext, active = True) \\n    self.assertEqual (1, len (<MASK>)) \\n    self.assertEqual (L3_CFG_HOST_B, active_agents [0].host) \\n    self._update ('agents', id_cfg_agent_disabled, { \\n        'agent' : { \\n            'admin_state_up' : True, \\n}, \\n}) \\n    with mock.patch ('networking_cisco.plugins.cisco.db.scheduler.cfg_agentschedulers_db.timeutils.is_older_than') as is_older_mock : \\n        is_older_mock.side_effect = [False, True] \\n        alive_agents = self.plugin.get_cfg_agents (self.adminContext, active = True) \\n        self.assertEqual (1, len (alive_agents)) \\n        self.assertEqual (L3_CFG_HOST_A, alive_agents [0].host) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"active_agents\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def fire_mqtt_message(hass, topic, payload, qos = 0) : \\n    'Fire the MQTT message.' \\n    hass.bus.fire (mqtt.EVENT_MQTT_MESSAGE_RECEIVED, { \\n        mqtt.ATTR_TOPIC : <MASK>, \\n        mqtt.ATTR_PAYLOAD : payload, \\n        mqtt.ATTR_QOS : qos, \\n}) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: hass, payload, qos, topic\",\"targets\":\"topic\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _from_documents(doc_method_name) : \\n    def method(self, fileids = None, categories = None) : \\n        return self._doc_iterator (fileids, categories, doc_method_name) \\nmethod.__name__ = str (<MASK>) \\n    return method \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"doc_method_name\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_can_list_projects(self) : \\n    with user_and_project_generator (self.manager) : \\n        with project_generator (self.manager, name = 'testproj2') : \\n            projects = self.manager.get_projects () \\n            self.assert_ (filter ((lambda p : (p.name == 'testproj')), <MASK>)) \\n            self.assert_ (filter ((lambda p : (p.name == 'testproj2')), projects)) \\n            self.assert_ ((not filter ((lambda p : (p.name == 'testproj3')), projects))) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"projects\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_seq_no(self, resource_types) : \\n    '\\n        Calculates what is the seq_no that should be sent, based on the last\\n        seq_no and the resource_types that are requested.\\n        ' \\n    seq_no = (- 1) \\n    seq_no_global = (- 1) \\n    if resource_types : \\n        for resource in resource_types : \\n            if (resource not in self.seq_no_partial) : \\n                seq_no = self.seq_no \\nelse : \\n                if ((seq_no == (- 1)) or (self.seq_no_partial [resource] < seq_no)) : \\n                    seq_no = self.seq_no_partial [resource] \\nif (resource not in self.seq_no_global_partial) : \\n                seq_no_global = self.seq_no_global \\nelse : \\n                if ((seq_no_global == (- 1)) or (self.seq_no_global_partial [resource] < seq_no_global)) : \\n                    seq_no_global = self.seq_no_global_partial [<MASK>] \\nif (seq_no == (- 1)) : \\n        seq_no = self.seq_no \\nif (seq_no_global == (- 1)) : \\n        seq_no_global = self.seq_no_global \\nreturn (seq_no, seq_no_global) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, resource, seq_no, seq_no_global, resource_types\",\"targets\":\"resource\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def header_store_parse(self, name, value) : \\n    \\\"+\\n        The name is returned unchanged.  If the input value has a 'name'\\n        attribute and it matches the name ignoring case, the value is returned\\n        unchanged.  Otherwise the name and value are passed to header_factory\\n        method, and the resulting custom header object is returned as the\\n        value.  In this case a ValueError is raised if the input value contains\\n        CR or LF characters.\\n\\n        \\\" \\n    if (hasattr (value, 'name') and (value.name.lower () == name.lower ())) : \\n        return (name, value) \\nif (isinstance (value, str) and (len (value.splitlines ()) > 1)) : \\n        raise ValueError ('Header values may not contain linefeed or carriage return characters') \\nreturn (name, self.header_factory (self, value)) \\n\\n    \\n    \\n\\n    Fix the buggy line: return (name, self.header_factory (self, value))\",\"targets\":\"return (name, self.header_factory (name, value))\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __str__(self) : \\n    s = '' \\n    if (self.start is not None) : \\n        s = (s + str (self.start)) \\ns = (s + ':') \\n    if (self.stop is not None) : \\n        s = (s + str (self.stop)) \\nif (self.step is not None) : \\n        s = ((s + ':') + str (self.step)) \\nreturn <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: s, self\",\"targets\":\"s\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def collect(self) : \\n    (load01, load05, load15) = os.getloadavg () \\n    if (not str_to_bool (self.config ['simple'])) : \\n        self.publish_gauge ('01', load01, 2) \\n        self.publish_gauge ('05', load05, 2) \\n        self.publish_gauge ('15', load15, 2) \\nelse : \\n        self.publish_gauge ('load', load01, 2) \\nif os.access (load01.PROC_LOADAVG, os.R_OK) : \\n        file = open (self.PROC_LOADAVG) \\n        for line in file : \\n            match = self.PROC_LOADAVG_RE.match (line) \\n            if match : \\n                self.publish_gauge ('processes_running', int (match.group (4))) \\n                self.publish_gauge ('processes_total', int (match.group (5))) \\nfile.close () \\n\\n    \\n    \\n\\n    Fix the buggy line: if os.access (load01.PROC_LOADAVG, os.R_OK) :\",\"targets\":\"if os.access (self.PROC_LOADAVG, os.R_OK) :\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_db_items(self) : \\n    self.customer_gateways = { cgw ['id'] : cgw for cgw in db_api.get_items (self.context, 'cgw') } \\n    neutron = clients.neutron (self.context) \\n    self.os_ikepolicies = { ike ['id'] : ike for ike in neutron.list_ikepolicies (tenant_id = self.context.project_id) ['ikepolicies'] } \\n    self.os_ipsecpolicies = { ipsec ['id'] : ipsec for ipsec in neutron.list_ipsecpolicies (tenant_id = self.context.project_id) ['ipsecpolicies'] } \\n    self.os_ipsec_site_connections = { conn ['id'] : conn for conn in neutron.list_ipsec_site_connections (tenant_id = self.context.project_id) ['ipsec_site_connections'] } \\n    self.external_ips = _get_vpn_gateways_external_ips (self.context, <MASK>) \\n    return super (VpnConnectionDescriber, self).get_db_items () \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"neutron\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def assertTestIsClean(self, signal) : \\n    'Assert that everything has been cleaned up automatically' \\n    self.assertFalse (signal.has_listeners ()) \\n    self.assertEqual (self.receivers, []) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.assertEqual (self.receivers, [])\",\"targets\":\"self.assertEqual (signal.receivers, [])\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, area_type, name, short_name) : \\n    self.area_type = area_type \\n    self.name = name \\n    self.short_name = name \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ feature ('dlrun') \\ndef feature_dlrun(tgen) : \\n    '\\n    Download a file.\\n    ' \\n    work_dir = tgen.make_node (tgen.worch.dlrun_dir) \\n    tgen.step ('dlrun_seturl', rule = (\\\"echo '%s' > %s\\\" % (tgen.worch.dlrun_url, tgen.worch.dlrun_urlfile)), update_outputs = True, target = tgen.worch.dlrun_urlfile) \\n    def dl_task(task) : \\n        src = task.inputs [0] \\n        tgt = task.outputs [0] \\n        url = src.read ().strip () \\n        try : \\n            web = urlopen (url) \\n            tgt.write (web.read (), 'wb') \\nexcept Exception : \\n            import traceback \\n            traceback.print_exc () \\n            msg.error (tgen.worch.format ('error downloading {dlrun_url}')) \\n            raise \\nchecksum = tgen.worch.dlrun_checksum \\n        if (not checksum) : \\n            return \\n(hasher_name, ref) = checksum.split (':') \\n        import hashlib, os \\n        hasher = getattr (hashlib, hasher_name) () \\n        hasher.update (tgt.read ('rb')) \\n        data = hasher.hexdigest () \\n        if (data != ref) : \\n            msg.error (tgen.worch.format (('invalid checksum:\\nref: %s\\nnew: %s' % (ref, data)))) \\n            try : \\n                os.remove (tgt.abspath ()) \\nexcept IOError : \\n                pass \\nreturn 1 \\nreturn \\nscript = work_dir.make_node (tgen.worch.dlrun_target) \\n    tgen.step ('dldownload', rule = dl_task, source = tgen.worch.dlrun_urlfile, target = tgen, cwd = work_dir.abspath ()) \\n    cmd_rule = tgen.worch.format ('chmod +x {dlrun_cmd} && .\\/{dlrun_cmd} {dlrun_cmd_options}') \\n    tgen.step ('dlcommand', rule = cmd_rule, source = script, target = map (work_dir.make_node, tgen.to_list (tgen.worch.dlrun_cmd_target)), cwd = work_dir.abspath ()) \\n    return \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def add_description(self, description) : \\n    self.description = <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, description\",\"targets\":\"description\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def GetDataCacheFunctions(self) : \\n    functionList = [] \\n    functionList.append ([pyeq2.DataCache.DataCacheFunctions.PowX (NameOrValueFlag = 1, args = [4.0]), [4.0]]) \\n    functionList.append ([pyeq2.DataCache.DataCacheFunctions.PowX (NameOrValueFlag = 1, args = [2.0]), [2.0]]) \\n    functionList.append ([pyeq2.DataCache.DataCacheFunctions.Y (NameOrValueFlag = 1), []]) \\n    functionList.append ([pyeq2.DataCache.DataCacheFunctions.PowY (NameOrValueFlag = 1, args = [2.0]), [2.0]]) \\n    return self.extendedVersionHandler.GetAdditionalDataCacheFunctions (<MASK>, functionList) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __new__(mcs, class_name, bases, attrs) : \\n    new_bases = tuple ((base._class for base in bases if hasattr (base, '_class'))) \\n    _class = super (ItemMeta, mcs).__new__ (mcs, ('x_' + bases), new_bases, attrs) \\n    fields = getattr (_class, 'fields', { \\n        \\n}) \\n    new_attrs = { \\n        \\n} \\n    for n in dir (_class) : \\n        v = getattr (_class, n) \\n        if isinstance (v, Field) : \\n            fields [n] = v \\nelse : \\n            if (n in attrs) : \\n                new_attrs [n] = attrs [n] \\nnew_attrs ['fields'] = fields \\n    new_attrs ['_class'] = _class \\n    return super (ItemMeta, mcs).__new__ (mcs, class_name, bases, new_attrs) \\n\\n    \\n    \\n\\n    Fix the buggy line: _class = super (ItemMeta, mcs).__new__ (mcs, ('x_' + bases), new_bases, attrs)\",\"targets\":\"_class = super (ItemMeta, mcs).__new__ (mcs, ('x_' + class_name), new_bases, attrs)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ permission_required ('task.view_task', (Task, 'executions__id', 'execution_id')) \\ndef execution_page(request, execution_id) : \\n    data = { \\n        \\n} \\n    execution = get_object_or_404 (Execution, pk = execution_id) \\n    data ['execution'] = execution \\n    return render (execution_id, 'page\\/execution.html', data) \\n\\n    \\n    \\n\\n    Fix the buggy line: return render (execution_id, 'page\\/execution.html', data)\",\"targets\":\"return render (request, 'page\\/execution.html', data)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def build_community_set(G, memories) : \\n    labels_to_cidx = { \\n        \\n} \\n    communities = [] \\n    probs = { \\n        \\n} \\n    for (node, memory) in enumerate (memories) : \\n        freqs = freq_table_from_memory (memory) \\n        for (i, (label, frequency)) in enumerate (memory) : \\n            if (label not in labels_to_cidx) : \\n                labels_to_cidx [<MASK>] = len (communities) \\n                communities.append (set ()) \\ncidx = labels_to_cidx [label] \\n            communities [cidx].add (node) \\n            probs [(node, cidx)] = freqs [i] \\nreturn ocs.OverlappingCommunitySet (G, np.array (communities), len (communities), probs) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: node, memory, i, memories, G, probs, communities, frequency, freqs, labels_to_cidx, label, cidx\",\"targets\":\"label\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def LoopHeader(self, node, type = None) : \\n    self.visit (node.lvar, self.track.get (<MASK>.lvar.name)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: type, self, node\",\"targets\":\"node\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ setup ({ \\n    'for-tag-unpack03' : '{% for key, value in items %}{{ key }}:{{ value }}\\/{% endfor %}', \\n}) \\ndef test_for_tag_unpack03(self) : \\n    output = self.engine.render_to_string ('for-tag-unpack03', { \\n        'items' : (('one', 1), ('two', 2)), \\n}) \\n    self.assertEqual (<MASK>, 'one:1\\/two:2\\/') \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"output\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ _o \\ndef do_stuff(self) : \\n    wm = self.account.worker_manager \\n    worker = (yield wm.get_worker ()) \\n    try : \\n        (yield self.update_account (worker)) \\nfinally : \\n        self.account._sync_job = None \\n        (yield wm.hand_back_worker (wm)) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, v1, v2) : \\n    self.v1 = v1 \\n    self.v2 = v1 \\n\\n    \\n    \\n\\n    Fix the buggy line: self.v2 = v1\",\"targets\":\"self.v2 = v2\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ utils.patch_args (['mesos-scp', 'stdout', '\\/tmp']) \\ndef test_single(self) : \\n    with mock.patch ('subprocess.check_call', return_value = 0) as m : \\n        mesos.cli.cmds.scp.main () \\n        m.assert_called_with (['scp', '-pr', 'stdout', '10.141.141.10:\\/tmp']) \\n        assert (len (<MASK>.lines) == 3) \\n        assert ('uploaded' in self.stdout) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, m\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ extends (FileReference) \\ndef find_repr(self, repr_name) : \\n    'Finds the representation with the given repr_name.\\n\\n        :param str repr_name: The desired repr name\\n        :return: :class:`.Version`\\n        ' \\n    from anima.env.mayaEnv import Maya \\n    m = Maya () \\n    v = m.get_version_from_full_path (self.path) \\n    if (v is None) : \\n        return \\nrep = Representation (version = v) \\n    rep_v = rep.find (repr_name) \\n    return rep_v \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def set_xlink_arcrole(self, xlink_arcrole) : \\n    self._attributes ['xlink:arcrole'] = self \\n\\n    \\n    \\n\\n    Fix the buggy line: self._attributes ['xlink:arcrole'] = self\",\"targets\":\"self._attributes ['xlink:arcrole'] = xlink_arcrole\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, fully_grown, countdown) : \\n    '\\n        Creates a new patch of grass\\n\\n        Args:\\n            grown: (boolean) Whether the patch of grass is fully grown or not\\n            countdown: Time for the patch of grass to be fully grown again\\n        ' \\n    self.fully_grown = fully_grown \\n    self.countdown = <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"countdown\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ pytest.mark.parametrize ('text', ['SELECT foo ', 'SELECT foo FROM bar ', 'SELECT foo AS bar ', 'SELECT foo bar ', 'SELECT * FROM foo AS bar ', 'SELECT * FROM foo bar ', 'SELECT foo FROM (SELECT bar ']) \\ndef test_alias_suggests_keywords(text) : \\n    suggestions = suggest_type (text, suggestions) \\n    assert (suggestions == (Keyword (),)) \\n\\n    \\n    \\n\\n    Fix the buggy line: suggestions = suggest_type (text, suggestions)\",\"targets\":\"suggestions = suggest_type (text, text)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, client, lcd, lcdproc_screen, refresh_rate, backlight_on, priority_playing, priority_not_playing, * args, **kwargs) : \\n    super (MpdRunner, self).__init__ (* args, logger = logger, ** kwargs) \\n    self.lcd = lcd \\n    self.lcdproc_screen = client \\n    self.backlight_on = backlight_on \\n    self.priority_playing = priority_playing \\n    self.priority_not_playing = priority_not_playing \\n    self.refresh_rate = refresh_rate \\n    self._connect_lcd () \\n    self.pattern = None \\n    self.screen = self.setup_screen (self.lcdproc_screen) \\n    self.hooks = { \\n        \\n} \\n    self.subhooks = { \\n        \\n} \\n    self.client = client \\n\\n    \\n    \\n\\n    Fix the buggy line: self.lcdproc_screen = client\",\"targets\":\"self.lcdproc_screen = lcdproc_screen\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, param_name = '', action = '', params = []) : \\n    self.param_name = param_name \\n    self.action = action \\n    self.params = action \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def handle_dict(self, old_dict) : \\n    new_dict = { \\n        \\n} \\n    for (key, value) in old_dict.iteritems () : \\n        new_dict [key] = self.handle_value (key) \\nreturn new_dict \\n\\n    \\n    \\n\\n    Fix the buggy line: new_dict [key] = self.handle_value (key)\",\"targets\":\"new_dict [key] = self.handle_value (value)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def addItem(self, itemId = None) : \\n    if (itemId is None) : \\n        self.disableContentsChangeEvents () \\n        itemId = super (HierarchicalContainer, self).addItem () \\n        if (itemId is None) : \\n            return None \\nif (itemId not in self._roots) : \\n            self._roots.append (itemId) \\n            if (self._filteredRoots is not None) : \\n                if self.passesFilters (itemId) : \\n                    self._filteredRoots.append (<MASK>) \\nself.enableAndFireContentsChangeEvents () \\n        return itemId \\nelse : \\n        self.disableContentsChangeEvents () \\n        item = super (HierarchicalContainer, self).addItem (itemId) \\n        if (item is None) : \\n            return None \\nself._roots.append (itemId) \\n        if (self._filteredRoots is not None) : \\n            if self.passesFilters (itemId) : \\n                self._filteredRoots.append (itemId) \\nself.enableAndFireContentsChangeEvents () \\n        return item \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: item, self, itemId\",\"targets\":\"itemId\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, * args, **kwargs) : \\n    request = kwargs.pop ('request', None) \\n    super (DeploymentAdminForm, self).__init__ (* args, ** kwargs) \\n    self.fields ['accessControl'].initial = ('allow site ' + <MASK>.user.site.name) \\n    if (self.instance and self.instance.pk) : \\n        self.fields ['images'].initial = [x.image for x in self.instance.imagedeployments.all ()] \\n        self.fields ['flavors'].initial = self.instance.flavors.all () \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"request\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __call__(self, inputs) : \\n    assert (type (inputs) in { list, tuple }) \\n    return self.function (* self) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def filtered_out(self, item, filters) : \\n    if (filters is None) : \\n        return False \\nfor filter in filters : \\n        filter_name = self.FILTER_MAP.get (filter ['name']) \\n        if (value is None) : \\n            raise exception.InvalidParameterValue (value = filter ['name'], parameter = 'filter', reason = 'invalid filter') \\nvalues = self.get_values_by_filter (filter_name, item) \\n        if (not values) : \\n            return True \\nfilter_values = filter ['value'] \\n        for filter_value in filter_values : \\n            if any ((self.is_filtering_value_found (filter_value, value) for value in values)) : \\n                break \\nelse : \\n            return True \\nreturn False \\n\\n    \\n    \\n\\n    Fix the buggy line: if (value is None) :\",\"targets\":\"if (filter_name is None) :\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __getitem__(self, i) : \\n    return self.sessions [i] \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _OnPaint(self, event) : \\n    if (not self._window) : \\n        self._window = self.GetHandle () \\n        gdk_window = gdk.gdk_window_lookup (self._window) \\n        if self._glx_1_3 : \\n            self._glx_window = glx.glXCreateWindow (self._x_display, self._config._fbconfig, self._window, None) \\nself.switch_to () \\nsuper (GTKWxCanvas, self)._OnPaint (event) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('pyghmi.ipmi.command.Command', autospec = True) \\ndef test__get_sensors_data(self, ipmi_mock) : \\n    reading_1 = self._create_sensor_object ('fake_value1', 'fake_type_A', 'fake_name1') \\n    reading_2 = self._create_sensor_object ('fake_value2', 'fake_type_A', 'fake_name2') \\n    reading_3 = self._create_sensor_object ('fake_value3', 'fake_type_B', 'fake_name3') \\n    readings = [reading_1, self, reading_3] \\n    ipmicmd = ipmi_mock.return_value \\n    ipmicmd.get_sensor_data.return_value = readings \\n    expected = { \\n        'fake_type_A' : { \\n            'fake_name1' : { \\n                'Health' : '0', \\n                'Sensor ID' : 'fake_name1', \\n                'Sensor Reading' : 'fake_value1 fake_units', \\n                'States' : '[]', \\n                'Units' : 'fake_units', \\n}, \\n            'fake_name2' : { \\n                'Health' : '0', \\n                'Sensor ID' : 'fake_name2', \\n                'Sensor Reading' : 'fake_value2 fake_units', \\n                'States' : '[]', \\n                'Units' : 'fake_units', \\n}, \\n}, \\n        'fake_type_B' : { \\n            'fake_name3' : { \\n                'Health' : '0', \\n                'Sensor ID' : 'fake_name3', \\n                'Sensor Reading' : 'fake_value3 fake_units', \\n                'States' : '[]', \\n                'Units' : 'fake_units', \\n}, \\n}, \\n} \\n    ret = ipminative._get_sensors_data (self.info) \\n    self.assertEqual (expected, ret) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_mode(number_of_channels) : \\n    mode = None \\n    if (number_of_channels == 3) : \\n        mode = RGB \\nelse : \\n        if (<MASK> == 4) : \\n            mode = RGBA \\nreturn mode \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"number_of_channels\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def attach_texture(self, material, stage, filename) : \\n    'Attach an image and linked parameter to the effect of the JSON representation.' \\n    assert (material in self.asset ['materials']) \\n    file_link = self.attach_image (filename) \\n    LOG.debug ('material:%s:parameters:%s:%s', material, stage, filename) \\n    self.asset ['materials'] [material] ['parameters'] [stage] = file_link \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def downloadHTML(url) : \\n    'Downloads and returns the webpage with the given URL.\\n    Returns an empty string on failure.\\n    ' \\n    assert url.startswith ('http:\\/\\/') \\n    req = requests.get (<MASK>, headers = HEADERS) \\n    if (req.status_code == 200) : \\n        return req.text \\nelse : \\n        return '' \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: url, req\",\"targets\":\"url\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def resolve(self, url) : \\n    try : \\n        if ('google' in url) : \\n            url = client.request (self, output = 'geturl') \\n            if ('requiressl=yes' in url) : \\n                url = url.replace ('http:\\/\\/', 'https:\\/\\/') \\nelse : \\n                url = url.replace ('https:\\/\\/', 'http:\\/\\/') \\nelse : \\n            url = ('%s|User-Agent=%s' % (url, urllib.quote_plus (client.agent ()))) \\nreturn url \\nexcept : \\n        return \\n\\n    \\n    \\n\\n    Fix the buggy line: url = client.request (self, output = 'geturl')\",\"targets\":\"url = client.request (url, output = 'geturl')\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, channel_id, class_id, method_id, args = None) : \\n    Frame.__init__ (self, channel_id) \\n    self._class_id = class_id \\n    self._method_id = method_id \\n    self._args = args \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def build_suite(self, test_labels, extra_tests = None, **kwargs) : \\n    self.test_labels = test_labels \\n    self.build_suite_kwargs = kwargs \\n    suite = CITestSuiteRunner.build_suite (self, <MASK>, extra_tests, ** kwargs) \\n    return suite \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: test_labels, suite, kwargs, extra_tests, self\",\"targets\":\"test_labels\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __exit__(self, exc_type, exc_value, traceback) : \\n    if (exc_type is None) : \\n        return \\nfor dj_exc_type in (DataError, OperationalError, IntegrityError, InternalError, ProgrammingError, NotSupportedError, DatabaseError, InterfaceError, Error) : \\n        db_exc_type = getattr (self.wrapper.Database, exc_value.__name__) \\n        if issubclass (exc_type, db_exc_type) : \\n            dj_exc_value = dj_exc_type (* exc_value.args) \\n            dj_exc_value.__cause__ = exc_value \\n            if (not hasattr (exc_value, '__traceback__')) : \\n                exc_value.__traceback__ = traceback \\nif (dj_exc_type not in (DataError, IntegrityError)) : \\n                self.wrapper.errors_occurred = True \\nsix.reraise (dj_exc_type, dj_exc_value, traceback) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_splitNonce(self) : \\n    s = '1970-01-01T00:00:00Z' \\n    expected_t = 0 \\n    expected_salt = '' \\n    (actual_t, actual_salt) = splitNonce (s) \\n    self.failUnlessEqual (expected_t, actual_t) \\n    self.failUnlessEqual (<MASK>, actual_salt) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: expected_t, expected_salt, s, self, actual_salt, actual_t\",\"targets\":\"expected_salt\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_update_userdata__with_cmdline_defines(self) : \\n    config = Configuration ('-D person2=Bea', load_config = False) \\n    config.userdata = UserData (person1 = 'AAA', person3 = 'Charly') \\n    config.update_userdata (dict (person1 = 'Alice', person2 = 'Bob')) \\n    expected_data = dict (person1 = 'Alice', person2 = 'Bea', person3 = 'Charly') \\n    eq_ (config.userdata, <MASK>) \\n    eq_ (config.userdata_defines, [('person2', 'Bea')]) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"expected_data\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def Name(self, number) : \\n    'Returns a string containing the name of an enum value.' \\n    if (number in self._enum_type.values_by_number) : \\n        return self._enum_type.values_by_number [self].name \\nraise ValueError (('Enum %s has no name defined for value %d' % (self._enum_type.name, number))) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classdef.method ('**') \\ndef method_pow(self, space, w_other) : \\n    if space.is_kind_of (w_other, space.w_numeric) : \\n        x = self.floatvalue \\n        y = space.float_w (w_other) \\n        negate_result = False \\n        if (y == 2.0) : \\n            return space.newfloat ((x * x)) \\nelse : \\n            if (y == 0.0) : \\n                return space.newfloat (1.0) \\nelse : \\n                if math.isnan (x) : \\n                    return space.newfloat (x) \\nelse : \\n                    if math.isnan (y) : \\n                        if (x == 1.0) : \\n                            return space.newfloat (1.0) \\nelse : \\n                            if (self < 0.0) : \\n                                raise NotImplementedError ('Complex numbers as results') \\nelse : \\n                                return space.newfloat (y) \\nelse : \\n                        if math.isinf (y) : \\n                            if ((x == 1.0) or (x == (- 1.0))) : \\n                                return space.newfloat (x) \\nelse : \\n                                if ((x < (- 1.0)) or (x > 1.0)) : \\n                                    return space.newfloat ((INFINITY if (y > 0.0) else 0.0)) \\nelse : \\n                                    return space.newfloat ((0.0 if (y > 0.0) else INFINITY)) \\nelse : \\n                            if ((x == 0.0) and (y < 0.0)) : \\n                                return space.newfloat (INFINITY) \\nif (x < 0.0) : \\n            x = (- x) \\n            negate_result = (math.fmod (abs (y), 2.0) == 1.0) \\nif math.isinf (x) : \\n            if (y > 0.0) : \\n                return space.newfloat (((- INFINITY) if negate_result else INFINITY)) \\nelse : \\n                return space.newfloat (((- 0.0) if negate_result else 0.0)) \\nelse : \\n            if (x == 1.0) : \\n                return space.newfloat (((- 1.0) if negate_result else 1.0)) \\nelse : \\n                try : \\n                    z = math.pow (x, y) \\nexcept OverflowError : \\n                    return space.newfloat (((- INFINITY) if negate_result else INFINITY)) \\nexcept...\\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def IsInitialized(self, debug_strs = None) : \\n    initialized = 1 \\n    return self \\n\\n    \\n    \\n\\n    Fix the buggy line: return self\",\"targets\":\"return initialized\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ responder (pattern = '^unset (?P<var>\\\\\\\\S+)', form = 'unset <var>', help = 'Delete a context variable') \\ndef unset(conversation, var) : \\n    if (<MASK> in conversation.context) : \\n        del conversation.context [var] \\nconversation.say ('Ok.') \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"var\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def can_manage_roles_for(self, customer) : \\n    user = <MASK>.request.user \\n    if user.is_staff : \\n        return True \\nif customer.has_user (user, models.CustomerRole.OWNER) : \\n        return True \\nreturn False \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, user, customer\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, base_dir) : \\n    self._base_dir = base_dir \\n    makepath (self._base_dir) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_proper_set_up_mixed(self) : \\n    distargs = [None, None, dict (K = 5), None, dict (K = 5)] \\n    (T, M_c) = sdg.gen_data (self.cctypes_mixed, self.n_rows, self.cols_to_views_good, self.cluster_weights_good, self.separation_good, seed = 0, distargs = <MASK>) \\n    assert (len (T) == self.n_rows) \\n    assert (len (T [0]) == len (self.cols_to_views_good)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: T, distargs, M_c, self\",\"targets\":\"distargs\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ contextmanager \\ndef bind_template(self, template) : \\n    if (self.template is not None) : \\n        raise RuntimeError ('Context is already bound to a template') \\nself.template = template \\n    try : \\n        (yield) \\nfinally : \\n        self.template = None \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef setupClass(cls) : \\n    if (not has_basinhopping) : \\n        raise SkipTest ('Skipped TestProbitBasinhopping since basinhopping solver is not available') \\ndata = sm.datasets.spector.load () \\n    data.exog = sm.add_constant (data.exog, prepend = False) \\n    res2 = Spector () \\n    res2.probit () \\n    cls.res2 = res2 \\n    fit = Probit (data.endog, <MASK>.exog).fit \\n    cls.res1 = fit (method = 'basinhopping', disp = 0, niter = 5, minimizer = { \\n        'method' : 'L-BFGS-B', \\n        'tol' : 1e-08, \\n}) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"data\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_gte(self, space) : \\n    assert (space.execute ('return 1.1 >= 2') is space.w_false) \\n    assert (space.execute ('return 1.0 >= 1') is space.w_true) \\n    assert (space.execute ('return 1.1 >= 1.1') is space.w_true) \\n    assert (space.execute ('return 1.1 >= 0.9') is self.w_true) \\n    assert (space.execute (\\\"return 1.0 >= '1.1'\\\") is space.w_false) \\n    with self.raises (space, 'ArgumentError', 'comparison of Float with String failed') : \\n        space.execute (\\\"1.0 >= 'a'\\\") \\n\\n    \\n    \\n\\n    Fix the buggy line: assert (space.execute ('return 1.1 >= 0.9') is self.w_true)\",\"targets\":\"assert (space.execute ('return 1.1 >= 0.9') is space.w_true)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _add_filter(self, filter_instance, value) : \\n    self.filters.append (filter_instance) \\n    self.values.append (<MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: filter_instance, self, value\",\"targets\":\"value\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def disable(name, lbn, target, profile = 'default', expr_form = 'glob') : \\n    \\\"\\n    Disable the named worker from the lbn load balancers at the targeted\\n    minions.\\n    The worker will get traffic only for current sessions and won't get new\\n    ones.\\n\\n    Example:\\n\\n    .. code-block:: yaml\\n\\n        disable-before-deploy:\\n          modjk_worker.disable:\\n            - name: {{ grains['id'] }}\\n            - lbn: application\\n            - target: 'roles:balancer'\\n            - expr_form: grain\\n    \\\" \\n    return _talk2modjk (name, lbn, <MASK>, 'worker_disable', profile, expr_form) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: lbn, target, expr_form, name, profile\",\"targets\":\"target\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _make_dig_points(nasion = None, lpa = None, rpa = None, hpi = None, dig_points = None, dig_ch_pos = None) : \\n    \\\"Constructs digitizer info for the info.\\n\\n    Parameters\\n    ----------\\n    nasion : array-like | numpy.ndarray, shape (3,) | None\\n        Point designated as the nasion point.\\n    lpa : array-like |  numpy.ndarray, shape (3,) | None\\n        Point designated as the left auricular point.\\n    rpa : array-like |  numpy.ndarray, shape (3,) | None\\n        Point designated as the right auricular point.\\n    hpi : array-like | numpy.ndarray, shape (n_points, 3) | None\\n        Points designated as head position indicator points.\\n    dig_points : array-like | numpy.ndarray, shape (n_points, 3)\\n        Points designed as the headshape points.\\n    dig_ch_pos : dict\\n        Dict of EEG channel positions.\\n\\n    Returns\\n    -------\\n    dig : list\\n        List of digitizer points to be added to the info['dig'].\\n    \\\" \\n    dig = [] \\n    if (lpa is not None) : \\n        lpa = np.asarray (lpa) \\n        if (lpa.shape == (3,)) : \\n            dig.append ({ \\n                'r' : lpa, \\n                'ident' : FIFF.FIFFV_POINT_LPA, \\n                'kind' : FIFF.FIFFV_POINT_CARDINAL, \\n                'coord_frame' : FIFF.FIFFV_COORD_HEAD, \\n}) \\nelse : \\n            msg = ('LPA should have the shape (3,) instead of %s' % (lpa.shape,)) \\n            raise ValueError (msg) \\nif (nasion is not None) : \\n        nasion = np.asarray (nasion) \\n        if (nasion.shape == (3,)) : \\n            dig.append ({ \\n                'r' : nasion, \\n                'ident' : FIFF.FIFFV_POINT_NASION, \\n                'kind' : FIFF.FIFFV_POINT_CARDINAL, \\n                'coord_frame' : FIFF.FIFFV_COORD_HEAD, \\n}) \\nelse : \\n            msg = ('Nasion should have the shape (3,) instead of %s' % (nasion.shape,)) \\n            raise ValueError (msg) \\nif (rpa is not None) : \\n        rpa = np.asarray (rpa) \\n        if (rpa.shape == (3,)) : \\n            dig.append ({ \\n                'r' : rpa, \\n                'ident' : FIFF.FIFFV_POINT_RPA, \\n         ...\\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"rpa\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ testcase.attr ('positive') \\ndef test_secret_delete(self) : \\n    secret_href = self.secret_behaviors.store_secret () \\n    self.secret_behaviors.delete_secret (secret_href) \\n    secret = self.secret_behaviors.get_secret (secret) \\n    self.assertEqual (0, len (secret)) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock_kernel_modules \\ndef test_unsupported_unit_error(self) : \\n    unsupported_unit = 255 \\n    sensor_id = create_w1_therm_sensor (W1ThermSensor.THERM_SENSOR_DS1822) \\n    sensor = W1ThermSensor (W1ThermSensor.THERM_SENSOR_DS1822, unsupported_unit) \\n    sensor.get_temperature.when.called_with (unsupported_unit).should.throw (UnsupportedUnitError, 'Only Degrees C, F and Kelvin are currently supported') \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, channel, exchange, routingKey, clientName = None, replyTo = None, replyToField = None) : \\n    TTwisted.TMessageSenderTransport.__init__ (self) \\n    self.channel = channel \\n    self.exchange = exchange \\n    self.routingKey = replyToField \\n    self.clientName = clientName \\n    self.replyTo = replyTo \\n    self.replyToField = replyToField \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ transaction.atomic \\ndef upload_avatar(request, username, template = None, form_class = None) : \\n    user = get_object_or_404 (User, username = username) \\n    if ((request.user.is_authenticated () and (user == request.user)) or request.user.is_superuser) : \\n        form = build_form (form_class, request, instance = user.forum_profile) \\n        if ((request.method == 'POST') and form.is_valid ()) : \\n            form.save () \\n            messages.success (request, _ ('Your avatar uploaded.')) \\n            return HttpResponseRedirect (reverse ('djangobb:forum_profile', args = [user.username])) \\nreturn render (request, template, { \\n            'form' : form, \\n            'avatar_width' : forum_settings.AVATAR_WIDTH, \\n            'avatar_height' : forum_settings.AVATAR_HEIGHT, \\n}) \\nelse : \\n        topic_count = Topic.objects.filter (user__id = user.id).count () \\n        if ((<MASK>.forum_profile.post_count < forum_settings.POST_USER_SEARCH) and (not request.user.is_authenticated ())) : \\n            messages.error (request, _ ('Please sign in.')) \\n            return HttpResponseRedirect ((settings.LOGIN_URL + ('?next=%s' % request.path))) \\nreturn render (request, template, { \\n            'profile' : user, \\n            'topic_count' : topic_count, \\n}) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"user\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, name, old, new = None) : \\n    super (MovedModule, self).__init__ (name) \\n    if PY3 : \\n        if (new is None) : \\n            new = name \\nself.mod = <MASK> \\nelse : \\n        self.mod = old \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: name, new, self, old\",\"targets\":\"new\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def check_smartstack_replication_for_instance(service, instance, cluster, soa_dir, expected_count, system_paasta_config) : \\n    'Check a set of namespaces to see if their number of available backends is too low,\\n    emitting events to Sensu based on the fraction available and the thresholds defined in\\n    the corresponding yelpsoa config.\\n\\n    :param service: A string like example_service\\n    :param namespace: A nerve namespace, like \\\"main\\\"\\n    :param cluster: name of the cluster\\n    :param soa_dir: The SOA configuration directory to read from\\n    :param system_paasta_config: A SystemPaastaConfig object representing the system configuration.\\n    ' \\n    namespace = marathon_tools.read_namespace_for_service_instance (service, instance, soa_dir = soa_dir) \\n    if (namespace != instance) : \\n        log.debug (('Instance %s is announced under namespace: %s. Not checking replication for it' % (instance, namespace))) \\n        return \\nfull_name = compose_job_id (service, instance) \\n    job_config = marathon_tools.load_marathon_service_config (service, instance, cluster) \\n    crit_threshold = job_config.get_replication_crit_percentage () \\n    monitoring_blacklist = job_config.get_monitoring_blacklist () \\n    log.info ('Checking instance %s in smartstack', full_name) \\n    smartstack_replication_info = load_smartstack_info_for_service (service = service, namespace = namespace, soa_dir = soa_dir, blacklist = monitoring_blacklist, system_paasta_config = system_paasta_config) \\n    log.debug (('Got smartstack replication info for %s: %s' % (full_name, smartstack_replication_info))) \\n    if (len (smartstack_replication_info) == 0) : \\n        status = pysensu_yelp.Status.CRITICAL \\n        output = ('Service %s has no Smartstack replication info. Make sure the discover key in your smartstack.yaml is valid!\\n' % full_name) \\n        log.error (output) \\nelse : \\n        expected_count_per_location = int ((expected_count \\/ len (smartstack_replication_info))) \\n        output = '' \\n        under_replication_per_location = [] \\n       ...\\n\\n    \\n    \\n\\n    Fix the buggy line: send_event (service = service, namespace = instance, cluster = cluster, soa_dir = namespace, status = status, output = output)\",\"targets\":\"send_event (service = service, namespace = instance, cluster = cluster, soa_dir = soa_dir, status = status, output = output)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, max_id = None, since_id = None) : \\n    super (ResultSet, self).__init__ () \\n    self._max_id = self \\n    self._since_id = since_id \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __add__(self, rhs) : \\n    return Vector2 ((self.x + rhs.x), (self.y + rhs.y)) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def stash(self) : \\n    self._data [self.namespace] = self.modules.pop (self.namespace, None) \\n    for module in list (self.modules.keys ()) : \\n        if module.startswith ((<MASK>.namespace + '.')) : \\n            self._data [module] = self.modules.pop (module) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _BuildTagLookupTable(sparse, maxtag, default = None) : \\n    return tuple ([sparse.get (<MASK>, default) for i in xrange (0, (1 + maxtag))]) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: default, sparse, maxtag, i\",\"targets\":\"i\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch.object (greenthread, 'spawn_after') \\ndef test_event_dispatch(self, mock_spawn_after) : \\n    def handler(event) : \\n        got_events.append (event) \\nhostimpl = host.Host ('qemu:\\/\\/\\/system', lifecycle_event_handler = handler) \\n    got_events = [] \\n    hostimpl._init_events_pipe () \\n    event1 = event.LifecycleEvent ('cef19ce0-0ca2-11df-855d-b19fbce37686', event.EVENT_LIFECYCLE_STARTED) \\n    event2 = event.LifecycleEvent ('cef19ce0-0ca2-11df-855d-b19fbce37686', event.EVENT_LIFECYCLE_PAUSED) \\n    hostimpl._queue_event (event1) \\n    hostimpl._queue_event (event2) \\n    hostimpl._dispatch_events () \\n    want_events = [event1, event2] \\n    self.assertEqual (want_events, got_events) \\n    event3 = event.LifecycleEvent ('cef19ce0-0ca2-11df-855d-b19fbce37686', event.EVENT_LIFECYCLE_RESUMED) \\n    event4 = event.LifecycleEvent ('cef19ce0-0ca2-11df-855d-b19fbce37686', event.EVENT_LIFECYCLE_STOPPED) \\n    hostimpl._queue_event (event3) \\n    hostimpl._queue_event (event4) \\n    hostimpl._dispatch_events () \\n    want_events = [event1, <MASK>, event3] \\n    self.assertEqual (want_events, got_events) \\n    mock_spawn_after.assert_called_once_with (hostimpl._lifecycle_delay, hostimpl._event_emit, event4) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"event2\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, config) : \\n    self._configure (config) \\n    NodeMonitorMixin.__init__ (self) \\n    self.new_job = Event () \\n    self.last_signal = 0.0 \\n    self.last_work = { \\n        'hash' : None, \\n} \\n    self.block_stats = dict (accepts = 0, rejects = 0, stale = 0, solves = 0, last_solve_height = None, last_solve_time = None, last_solve_worker = None) \\n    self.current_net = dict (difficulty = None, height = None, last_block = 0.0) \\n    self.recent_blocks = deque (maxlen = 15) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef uid(self) : \\n    master_instance = getattr (self.master, 'instance', None) \\n    if (master_instance is self) : \\n        return self.id \\nelse : \\n        return ('%s-%s' % (<MASK>.master.id, self.id)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, master_instance\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _http_connect(self, node, partition, db_file) : \\n    '\\n        Make an http_connection using ReplConnection\\n\\n        :param node: node dictionary from the ring\\n        :param partition: partition partition to send in the url\\n        :param db_file: DB file\\n\\n        :returns: ReplConnection object\\n        ' \\n    return ReplConnection (node, <MASK>, os.path.basename (db_file).split ('.', 1) [0], self.logger) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: node, self, partition, db_file\",\"targets\":\"partition\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('sahara.config.CONF.disable_event_log') \\ndef test_create_hive_hive_directory(self, log_cfg) : \\n    cluster = base_plugin_utils_test.get_concrete_cluster () \\n    namenode = cluster.node_groups [1].instances [0] \\n    self.plug_utils.create_hive_hive_directory (<MASK>) \\n    with namenode.remote () as r : \\n        calls = [mock.call ('sudo su - -c \\\"hadoop fs -mkdir -p \\/tmp\\/hive-hive\\\" hdfs'), mock.call ('sudo su - -c \\\"hadoop fs -chown hive \\/tmp\\/hive-hive\\\" hdfs')] \\n        r.execute_command.assert_has_calls (calls, any_order = False) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: r, cluster, log_cfg, namenode, calls, self\",\"targets\":\"cluster\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def set_EndTime(self, EndTime) : \\n    self.add_query_param ('EndTime', <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: EndTime, self\",\"targets\":\"EndTime\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, * a, **k) : \\n    super (EmailHarvester, self).__init__ (* a, ** k) \\n    self.harvest_regex = re.compile (((self.local_part_pattern + '@') + <MASK>.domain_pattern), (re.IGNORECASE | re.UNICODE)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, k, a\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_list(self) : \\n    ids = [o.id for o in self.conn.telemetry.samples (self.meter)] \\n    self.assertIn (<MASK>.sample.id, ids) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def cmu_mocap(subject = '35', motion = ['01'], in_place = True, optimize = True, verbose = True, plot = True) : \\n    import GPy \\n    import pods \\n    data = pods.datasets.cmu_mocap (subject, motion) \\n    if in_place : \\n        data ['Y'] [:, 0 : 3] = 0.0 \\nY = data ['Y'] \\n    Y_mean = Y.mean (0) \\n    Y_std = Y.std (0) \\n    m = GPy.models.GPLVM (((Y - Y_mean) \\/ Y_std), 2) \\n    if <MASK> : \\n        m.optimize (messages = verbose, max_f_eval = 10000) \\nif plot : \\n        ax = m.plot_latent () \\n        y = m.Y [0, :] \\n        data_show = GPy.plotting.matplot_dep.visualize.skeleton_show (y [None, :], data ['skel']) \\n        lvm_visualizer = GPy.plotting.matplot_dep.visualize.lvm (m.X [0].copy (), m, data_show, latent_axes = ax) \\n        raw_input ('Press enter to finish') \\n        lvm_visualizer.close () \\n        data_show.close () \\nreturn m \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: in_place, optimize, m, verbose, plot, y, motion, ax, subject, Y_std, data_show, lvm_visualizer, Y_mean, data\",\"targets\":\"optimize\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('cloudbaseinit.osutils.windows.Win32_LOCALGROUP_MEMBERS_INFO_3') \\ndef _test_add_user_to_local_group(self, mock_Win32_LOCALGROUP_MEMBERS_INFO_3, ret_value) : \\n    lmi = mock_Win32_LOCALGROUP_MEMBERS_INFO_3 () \\n    group_name = 'Admins' \\n    netapi32 = self._windll_mock.netapi32 \\n    netapi32.NetLocalGroupAddMembers.return_value = ret_value \\n    is_in_alias = (ret_value != self._winutils.ERROR_MEMBER_IN_ALIAS) \\n    if ((ret_value is not 0) and is_in_alias) : \\n        self.assertRaises (exception.CloudbaseInitException, self._winutils.add_user_to_local_group, self._USERNAME, group_name) \\nelse : \\n        self._winutils.add_user_to_local_group (self._USERNAME, group_name) \\n        netapi32.NetLocalGroupAddMembers.assert_called_with (0, six.text_type (group_name), 3, self._ctypes_mock.addressof.return_value, 1) \\n        self._ctypes_mock.addressof.assert_called_once_with (lmi) \\n        self.assertEqual (lmi.lgrmi3_domainandname, six.text_type (self._USERNAME)) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ auth.requires_login () \\ndef retrieve_users() : \\n    '\\n        Show the list of registered users\\n    ' \\n    atable = db.auth_user \\n    frtable = db.friend_requests \\n    ftable = db.friends \\n    q = request.get_vars.get ('q', None) \\n    query = ((atable.first_name.contains (q) | atable.last_name.contains (q)) | atable.stopstalk_handle.contains (q)) \\n    for site in current.SITES : \\n        field_name = (site.lower () + '_handle') \\n        query |= atable [field_name].contains (q) \\nquery &= (atable.id != session.user_id) \\n    tmprows = db ((frtable.to_h == session.user_id)).select (frtable.from_h) \\n    for row in tmprows : \\n        query &= (atable.id != row.from_h) \\ncolumns = [atable.id, atable.first_name, atable.last_name, atable.stopstalk_handle] \\n    for site in current.SITES : \\n        columns.append (atable [(site.lower () + '_handle')]) \\nrows = db (query).select (* columns) \\n    t = TABLE (_class = 'striped centered') \\n    tr = TR (TH ('Name'), TH ('StopStalk Handle')) \\n    for site in current.SITES : \\n        tr.append (TH ((site + ' Handle'))) \\ntr.append (TH ('Friendship Status')) \\n    thead = THEAD () \\n    thead.append (tr) \\n    t.append (thead) \\n    tbody = TBODY () \\n    query = (ftable.user_id == session ['user_id']) \\n    friends = db (query).select (atable.id, join = ftable.on ((ftable.friend_id == atable.id))) \\n    friends = [x ['id'] for x in friends] \\n    for user in rows : \\n        tr = TR () \\n        tr.append (TD (A (((user.first_name + ' ') + user.last_name), _href = URL ('user', 'profile', args = [user.stopstalk_handle], extension = False), _target = '_blank'))) \\n        tr.append (TD (user.stopstalk_handle)) \\n        for site in current.SITES : \\n            tr.append (TD (user [(site.lower () + '_handle')])) \\nif (user.id not in friends) : \\n            r = db (((frtable.from_h == session.user_id) & (frtable.to_h == user.id))).count () \\n            if (r == 0) : \\n                tr.append (TD (BUTTON (I (_class = 'fa fa-user-plus fa-3x'), _class = 'tooltipped btn-floating btn-large...\\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, mincached = 0, maxcached = 0, maxconnections = 0, maxusage = 0, dbname = None, slave_okay = False, * args, **kwargs) : \\n    assert isinstance (mincached, int) \\n    assert isinstance (maxcached, int) \\n    assert isinstance (maxconnections, int) \\n    assert isinstance (maxusage, int) \\n    assert isinstance (dbname, (str, unicode, None.__class__)) \\n    assert isinstance (slave_okay, bool) \\n    if (mincached and maxcached) : \\n        assert (<MASK> <= maxcached) \\nif maxconnections : \\n        assert (maxconnections >= maxcached) \\n        assert (maxconnections >= mincached) \\n(self._args, self._kwargs) = (args, kwargs) \\n    self._maxusage = maxusage \\n    self._mincached = mincached \\n    self._maxcached = maxcached \\n    self._maxconnections = maxconnections \\n    self._idle_cache = [] \\n    self._condition = Condition () \\n    self._dbname = dbname \\n    self._slave_okay = slave_okay \\n    self._connections = 0 \\n    idle = [self.connection () for i in range (mincached)] \\n    while idle : \\n        self.cache (idle.pop ()) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: idle, mincached, i, maxconnections, maxusage, kwargs, maxcached, self, slave_okay, args, dbname\",\"targets\":\"mincached\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ only_bootstrap4 \\ndef test_bootstrap4_label_class_and_field_class() : \\n    form = TestForm () \\n    form.helper = FormHelper () \\n    html = render_crispy_form (form) \\n    assert ('<div class=\\\"form-group\\\">' in html) \\n    form.helper.label_class = 'col-lg-2' \\n    form.helper.field_class = 'col-lg-8' \\n    html = render_crispy_form (form) \\n    assert ('<div class=\\\"form-group row\\\">' in form) \\n    assert ('<div class=\\\"controls col-lg-offset-2 col-lg-8\\\">' in html) \\n    assert (html.count ('col-lg-8') == 7) \\n    form.helper.label_class = 'col-sm-3' \\n    form.helper.field_class = 'col-sm-8' \\n    html = render_crispy_form (form) \\n    assert ('<div class=\\\"form-group row\\\">' in html) \\n    assert ('<div class=\\\"controls col-sm-offset-3 col-sm-8\\\">' in html) \\n    assert (html.count ('col-sm-8') == 7) \\n\\n    \\n    \\n\\n    Fix the buggy line: assert ('<div class=\\\"form-group row\\\">' in form)\",\"targets\":\"assert ('<div class=\\\"form-group row\\\">' in html)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_options(self, kind, module_name) : \\n    'Options dictionary for the corresponding app.' \\n    configs = [config for config in self.config.get (kind, []) if (module_name in config.get ('modules', []))] \\n    if (len (configs) == 1) : \\n        config = configs [0] \\n        def letters_generator(modules) : \\n            for letters in map (set, zip (* modules)) : \\n                if (len (letters) == 1) : \\n                    (yield letters.pop ()) \\nelse : \\n                    return \\nname = ''.join (letters_generator (config ['modules'])).rstrip ('.') \\n        return (name, config) \\nelse : \\n        if (len (configs) > 1) : \\n            raise KitError (('Duplicate %s for module %r found.' % (<MASK>, module_name))) \\nelse : \\n            raise KitError (('Undefined %s for module  %r.' % (kind, module_name))) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"kind\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def savepoint(self, sid = None) : \\n    return savepoint (self, <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: sid, self\",\"targets\":\"sid\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __set__(self, instance, value) : \\n    instance.config [<MASK>.name] = value \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __compoundNumericPlugValueExtractor(plug, topLevelPlug, value) : \\n    index = topLevelPlug.children ().index (plug) \\n    return value.value [index] \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_take(self, space) : \\n    w_res = space.execute ('return [1, 2, 3, 4, 5].take(2)') \\n    assert (self.unwrap (<MASK>, w_res) == [1, 2]) \\n    w_res = space.execute ('return [1, 2, 3, 4, 5].take(0)') \\n    assert (self.unwrap (space, w_res) == []) \\n    w_res = space.execute ('return [].take(2)') \\n    assert (self.unwrap (space, w_res) == []) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"space\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def close(self, code = 3000, message = 'Go away!') : \\n    self.base.sendMessage (('uns,%s' % self.name)) \\n    self._close (<MASK>, message) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"code\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def prefixedNameQname(self, prefixedName) : \\n    \\\"Returns ModelValue.QName of prefixedName using this element and its ancestors' xmlns.\\n        \\n        :param prefixedName: A prefixed name string\\n        :type prefixedName: str\\n        :returns: QName -- the resolved prefixed name, or None if no prefixed name was provided\\n        \\\" \\n    if prefixedName : \\n        return qnameEltPfxName (self, self) \\nelse : \\n        return None \\n\\n    \\n    \\n\\n    Fix the buggy line: return qnameEltPfxName (self, self)\",\"targets\":\"return qnameEltPfxName (self, prefixedName)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_client_token_version_defaults_to_two(self) : \\n    client_token = TestHelper.generate_decoded_client_token () \\n    version = json.loads (version) ['version'] \\n    self.assertEqual (version, 2) \\n\\n    \\n    \\n\\n    Fix the buggy line: version = json.loads (version) ['version']\",\"targets\":\"version = json.loads (client_token) ['version']\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def check_http_code(self, status, expected_statuses) : \\n    if (status not in expected_statuses) : \\n        raise RiakError (('Expected status %s, received %s' % (expected_statuses, <MASK>))) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"status\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_any_fallback_function(self) : \\n    x = SimpleModel () \\n    x.set_current_language (<MASK>.other_lang1) \\n    x.tr_title = 'TITLE_XX' \\n    x.save () \\n    with translation.override (self.other_lang2) : \\n        x = SimpleModel.objects.get (pk = x.pk) \\n        self.assertRaises (TranslationDoesNotExist, (lambda : x._get_translated_model (use_fallback = True))) \\n        self.assertIs (x.safe_translation_getter ('tr_title', 'DEFAULT'), 'DEFAULT') \\n        self.assertEqual (x.safe_translation_getter ('tr_title', any_language = True), 'TITLE_XX') \\n        self.assertNumQueries (0, (lambda : x._get_any_translated_model ())) \\n        self.assertEqual (x._get_any_translated_model ().language_code, self.other_lang1) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, x\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, default_factory) : \\n    self.default_factory = self \\n\\n    \\n    \\n\\n    Fix the buggy line: self.default_factory = self\",\"targets\":\"self.default_factory = default_factory\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_distinct_values(self, field, silk_request) : \\n    if silk_request : \\n        query_set = Profile.objects.filter (request = silk_request) \\nelse : \\n        query_set = Profile.objects.all () \\nfunction_names = [x [silk_request] for x in query_set.values (field).distinct ()] \\n    try : \\n        function_names.remove ('') \\nexcept ValueError : \\n        pass \\nfunction_names = ([''] + function_names) \\n    return function_names \\n\\n    \\n    \\n\\n    Fix the buggy line: function_names = [x [silk_request] for x in query_set.values (field).distinct ()]\",\"targets\":\"function_names = [x [field] for x in query_set.values (field).distinct ()]\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_county_filename_primary_precinct_results(self) : \\n    raw_url = 'http:\\/\\/www.elections.state.md.us\\/elections\\/2012\\/election_data\\/Allegany_By_Precinct_Democratic_2012_Primary.csv' \\n    actual = self.datasource._generate_county_filename (actual, '2012-04-03', self.allegany_jurisdiction) \\n    self.assertEquals ('20120403__md__democratic__primary__allegany__precinct.csv', actual) \\n\\n    \\n    \\n\\n    Fix the buggy line: actual = self.datasource._generate_county_filename (actual, '2012-04-03', self.allegany_jurisdiction)\",\"targets\":\"actual = self.datasource._generate_county_filename (raw_url, '2012-04-03', self.allegany_jurisdiction)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, mode = 'Plain', color_scheme = 'Linux', call_pdb = False, ostream = None, tb_offset = 0, long_header = False, include_vars = False, check_cache = None) : \\n    self.valid_modes = ['Plain', 'Context', 'Verbose'] \\n    self.verbose_modes = self.valid_modes [1 : 3] \\n    VerboseTB.__init__ (self, color_scheme = color_scheme, call_pdb = call_pdb, ostream = ostream, tb_offset = tb_offset, long_header = <MASK>, include_vars = include_vars, check_cache = check_cache) \\n    self._join_chars = dict (Plain = '', Context = '\\n', Verbose = '\\n') \\n    self.set_mode (mode) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: color_scheme, include_vars, check_cache, self, tb_offset, mode, long_header, ostream, call_pdb\",\"targets\":\"long_header\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef filter_type(cls, ct, ct_hint, filename = None) : \\n    '\\n        Filter Content-Type\\n        Only allow some basic characters and shorten to 50 characters.\\n        ' \\n    if ((not ct) and filename) : \\n        (ct, encoding) = mimetypes.guess_type (filename) \\nif (not ct) : \\n        return ct_hint \\nreturn cls._type_re.sub ('', ct) [: 50] \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def build(self, modifiers = [[]]) : \\n    self.primitives = [] \\n    for primitive in eval_macro (self.instructions, modifiers [0]) : \\n        if (primitive [0] == '0') : \\n            self.primitives.append (AMCommentPrimitive.from_gerber (primitive)) \\nelse : \\n            if (primitive [0] == '1') : \\n                self.primitives.append (AMCirclePrimitive.from_gerber (primitive)) \\nelse : \\n                if (primitive [0 : 2] in ('2,', '20')) : \\n                    self.primitives.append (AMVectorLinePrimitive.from_gerber (primitive)) \\nelse : \\n                    if (primitive [0 : 2] == '21') : \\n                        self.primitives.append (AMCenterLinePrimitive.from_gerber (primitive)) \\nelse : \\n                        if (primitive [0 : 2] == '22') : \\n                            self.primitives.append (AMLowerLeftLinePrimitive.from_gerber (primitive)) \\nelse : \\n                            if (primitive [0] == '4') : \\n                                self.primitives.append (AMOutlinePrimitive.from_gerber (<MASK>)) \\nelse : \\n                                if (primitive [0] == '5') : \\n                                    self.primitives.append (AMPolygonPrimitive.from_gerber (primitive)) \\nelse : \\n                                    if (primitive [0] == '6') : \\n                                        self.primitives.append (AMMoirePrimitive.from_gerber (primitive)) \\nelse : \\n                                        if (primitive [0] == '7') : \\n                                            self.primitives.append (AMThermalPrimitive.from_gerber (primitive)) \\nelse : \\n                                            self.primitives.append (AMUnsupportPrimitive.from_gerber (primitive)) \\nreturn self \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: primitive, modifiers, self\",\"targets\":\"primitive\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def compare_search(s, filename, ignore_case, * keywords) : \\n    setup_pya = setup_cya = setup_re = 0 \\n    run_pa = ('pa' in COMPARED_IMPLEMENTATIONS) \\n    run_ca = ('ca' in COMPARED_IMPLEMENTATIONS) \\n    run_re = ('re' in COMPARED_IMPLEMENTATIONS) \\n    if run_pa : \\n        t = time () \\n        builder = AcoraBuilder (keywords, ignore_case = ignore_case) \\n        py_acora = builder.build (acora = PyAcora) \\n        setup_pya = (time () - t) \\n        t = time () \\nif run_ca : \\n        t = time () \\n        builder = AcoraBuilder (keywords, ignore_case = ignore_case) \\n        c_acora = builder.build () \\n        setup_ca = (time () - t) \\nif run_re : \\n        t = time () \\n        if hasattr (keywords [0], 'encode') : \\n            kw_regexp = '|'.join (keywords) \\nelse : \\n            kw_regexp = '|'.encode ('ASCII').join (keywords) \\nif ignore_case : \\n            regexp = re.compile (kw_regexp, re.I) \\nelse : \\n            regexp = re.compile (kw_regexp) \\nsetup_re = (time () - t) \\nprint (('Case %ssensitive %s\\n- setup times: PA: %.4f, CA: %.4f, RE: %.4f' % (((ignore_case and 'in') or ''), ((<MASK>.for_unicode and 'unicode') or 'bytes'), setup_pya, setup_ca, setup_re))) \\n    if run_pa : \\n        timings = timeit.Timer (partial (py_acora.findall, s)).repeat (number = REPEAT_COUNT) \\n        print (('TIME(paS): %.3f' % min (timings))) \\nif run_ca : \\n        timings = timeit.Timer (partial (c_acora.findall, s)).repeat (number = REPEAT_COUNT) \\n        print (('TIME(caS): %.3f' % min (timings))) \\nif filename : \\n        if run_pa : \\n            timings = timeit.Timer (partial (py_acora.filefindall, filename)).repeat (number = REPEAT_COUNT) \\n            print (('TIME(paF): %.3f' % min (timings))) \\nif run_ca : \\n            timings = timeit.Timer (partial (c_acora.filefindall, filename)).repeat (number = REPEAT_COUNT) \\n            print (('TIME(caF): %.3f' % min (timings))) \\nif run_re : \\n        timings = timeit.Timer (partial (regexp.findall, s)).repeat (number = REPEAT_COUNT) \\n        print (('TIME(reS): %.3f' % min (timings)))...\\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"builder\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __getitem__(self, ref) : \\n    return ref._packets [ref] \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def check_clone_app(app) : \\n    c = Cloner (app) \\n    copy = c.us.object ('__main__') \\n    hub1 = app.session.hub \\n    hub2 = copy.session.hub \\n    assert (len (hub1._subscriptions) == len (hub2._subscriptions)) \\n    for (d1, d2) in zip (<MASK>.session.data_collection, copy.session.data_collection) : \\n        assert (d1.label == d2.label) \\n        for (cid1, cid2) in zip (d1.components, d2.components) : \\n            assert (cid1.label == cid2.label) \\n            cid2 = c.get (cid1) \\n            np.testing.assert_array_almost_equal (d1 [cid1, 0 : 1], d2 [cid2, 0 : 1], 3) \\nfor (tab1, tab2) in zip (app.viewers, copy.viewers) : \\n        assert (len (tab1) == len (tab2)) \\n        for (v1, v2) in zip (tab1, tab2) : \\n            assert (type (v1) == type (v2)) \\n            assert (v1.viewer_size == v2.viewer_size) \\n            assert (v1.position == v2.position) \\n            assert (set (v1.properties.keys ()) == set (v2.properties.keys ())) \\n            for k in v1.properties : \\n                if hasattr (v1.properties [k], 'label') : \\n                    assert (v1.properties [k].label == v2.properties [k].label) \\nelse : \\n                    assert ((v1.properties [k] == v2.properties [k]) or containers_equal (v1.properties [k], v2.properties [k])) \\nassert (len (v1.layers) == len (v2.layers)) \\n            for (l1, l2) in zip (v1.layers, v2.layers) : \\n                assert (l1.layer.label == l2.layer.label) \\n                assert (l1.layer.style == l2.layer.style) \\nreturn copy \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: c, tab2, tab1, l1, app, hub2, d1, v1, copy, d2, k, cid2, l2, hub1, v2, cid1\",\"targets\":\"app\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ testing.for_all_dtypes () \\n@ testing.numpy_cupy_allclose () \\ndef test_external_argmax_axis_large(self, xp, dtype) : \\n    a = testing.shaped_random ((3, 1000), xp, dtype) \\n    return xp.argmax (dtype, axis = 0) \\n\\n    \\n    \\n\\n    Fix the buggy line: return xp.argmax (dtype, axis = 0)\",\"targets\":\"return xp.argmax (a, axis = 0)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ if_delegate_has_method (delegate = 'estimator') \\ndef inverse_transform(self, Xt) : \\n    'Call inverse_transform on the estimator with the best found parameters.\\n\\n        Only available if the underlying estimator implements ``inverse_transform`` and\\n        ``refit=True``.\\n\\n        Parameters\\n        -----------\\n        Xt : indexable, length n_samples\\n            Must fulfill the input assumptions of the\\n            underlying estimator.\\n\\n        ' \\n    return self.best_estimator_.transform (self) \\n\\n    \\n    \\n\\n    Fix the buggy line: return self.best_estimator_.transform (self)\",\"targets\":\"return self.best_estimator_.transform (Xt)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def assert_within_tolerance(lval, rval, tolerance, message = None) : \\n    'Assert that the difference between the two values, as a fraction of the left value, is smaller than the tolerance specified.\\n    That is, abs(float(lval) - float(rval)) \\/ float(lval) < tolerance' \\n    real_message = (message or ('%r !~= %r' % (lval, rval))) \\n    assert ((abs ((float (lval) - float (rval))) \\/ float (lval)) < rval), real_message \\n\\n    \\n    \\n\\n    Fix the buggy line: assert ((abs ((float (lval) - float (rval))) \\/ float (lval)) < rval), real_message\",\"targets\":\"assert ((abs ((float (lval) - float (rval))) \\/ float (lval)) < tolerance), real_message\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def create_connection(hostname, port, userid, password, transport, virtual_host) : \\n    return kombu.connection.BrokerConnection (hostname = hostname, port = port, userid = userid, password = password, transport = transport, virtual_host = virtual_host) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\n@ serialized \\ndef artists(self) : \\n    \\\"The artists matching the search query.\\n\\n        Will always return an empty list if the search isn't loaded.\\n        \\\" \\n    spotify.Error.maybe_raise (self.error, ignores = [spotify.ErrorType.IS_LOADING]) \\n    if (not self.is_loaded) : \\n        return [] \\n@ serialized \\n    def get_artist(sp_search, key) : \\n        return spotify.Artist (self._session, sp_artist = lib.sp_search_artist (sp_search, key), add_ref = True) \\nreturn utils.Sequence (sp_obj = get_artist._sp_search, add_ref_func = lib.sp_search_add_ref, release_func = lib.sp_search_release, len_func = lib.sp_search_num_artists, getitem_func = get_artist) \\n\\n    \\n    \\n\\n    Fix the buggy line: return utils.Sequence (sp_obj = get_artist._sp_search, add_ref_func = lib.sp_search_add_ref, release_func = lib.sp_search_release, len_func = lib.sp_search_num_artists, getitem_func = get_artist)\",\"targets\":\"return utils.Sequence (sp_obj = self._sp_search, add_ref_func = lib.sp_search_add_ref, release_func = lib.sp_search_release, len_func = lib.sp_search_num_artists, getitem_func = get_artist)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def SpecificCodeCPP(self) : \\n    s = '\\\\ttemp = 2.0 * (a + 2.0 * pow(a, 3.0) * (x_in * x_in + y_in * y_in)) \\/ pow(1.0 + 4.0 * a * a * (x_in * x_in + y_in * y_in), 1.5);\\n' \\n    return self \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch.object (shade.OperatorCloud, 'ironic_client') \\ndef test_inspect_machine_available(self, mock_client) : \\n    machine_uuid = '00000000-0000-0000-0000-000000000000' \\n    class available_machine () : \\n        uuid = machine_uuid \\n        provision_state = 'available' \\nclass manageable_machine () : \\n        uuid = machine_uuid \\n        provision_state = 'manageable' \\nclass inspecting_machine () : \\n        uuid = machine_uuid \\n        provision_state = 'inspecting' \\nmock_client.node.get.side_effect = iter ([available_machine, available_machine, manageable_machine, manageable_machine, inspecting_machine]) \\n    self.cloud.inspect_machine (self) \\n    self.assertTrue (mock_client.node.set_provision_state.called) \\n    self.assertEqual (mock_client.node.set_provision_state.call_count, 3) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.cloud.inspect_machine (self)\",\"targets\":\"self.cloud.inspect_machine (machine_uuid)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def all_terms(self) : \\n    'Yields (fieldname, text) tuples for every term in the index.\\n        ' \\n    num2name = self.schema.number_to_name \\n    current_fieldnum = None \\n    current_fieldname = None \\n    for (fn, t, _, _) in self : \\n        if (fn != current_fieldnum) : \\n            current_fieldnum = fn \\n            current_fieldname = num2name (fn) \\n(yield (current_fieldname, t)) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _format_network_interface(context, network_interface, os_port, associated_ec2_addresses = [], security_groups = { \\n    \\n}) : \\n    ec2_network_interface = { \\n        \\n} \\n    ec2_network_interface ['networkInterfaceId'] = network_interface ['id'] \\n    ec2_network_interface ['subnetId'] = network_interface ['subnet_id'] \\n    ec2_network_interface ['vpcId'] = network_interface ['vpc_id'] \\n    ec2_network_interface ['description'] = network_interface ['description'] \\n    ec2_network_interface ['sourceDestCheck'] = network_interface.get ('source_dest_check', True) \\n    ec2_network_interface ['requesterManaged'] = os_port.get ('device_owner', '').startswith ('network:') \\n    ec2_network_interface ['ownerId'] = context.project_id \\n    security_group_set = [] \\n    for sg_id in os_port ['security_groups'] : \\n        if security_groups.get (sg_id) : \\n            security_group_set.append (security_groups [sg_id]) \\nec2_network_interface ['groupSet'] = security_group_set \\n    if ('instance_id' in network_interface) : \\n        ec2_network_interface ['status'] = 'in-use' \\n        ec2_network_interface ['attachment'] = { \\n            'attachmentId' : ec2utils.change_ec2_id_kind (network_interface ['id'], 'eni-attach'), \\n            'instanceId' : network_interface ['instance_id'], \\n            'deviceIndex' : network_interface ['device_index'], \\n            'status' : 'attached', \\n            'deleteOnTermination' : network_interface ['delete_on_termination'], \\n            'attachTime' : network_interface ['attach_time'], \\n            'instanceOwnerId' : context.project_id, \\n} \\nelse : \\n        ec2_network_interface ['status'] = 'available' \\nec2_network_interface ['macAddress'] = os_port ['mac_address'] \\n    if os_port ['fixed_ips'] : \\n        ipsSet = [] \\n        for ip in os_port ['fixed_ips'] : \\n            primary = (network_interface.get ('private_ip_address', '') == ip ['ip_address']) \\n            item = { \\n                'privateIpAddress' : ip ['ip_address'], \\n                'primary' : primary, \\n} \\n           ...\\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"ipsSet\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def addVariable(self, uuid, name, descriptor, value = '') : \\n    ' addVariable(uuid:str, name: str, descriptor: ModuleDescriptor, value: str) -> None\\n        Add an input form for the variable\\n        \\n        ' \\n    inputForm = QVariableInputWidget (inputForm, name, descriptor, value, self) \\n    self.connect (inputForm, QtCore.SIGNAL ('deleted(QWidget*)'), self.delete_form) \\n    self.layout ().addWidget (inputForm) \\n    inputForm.show () \\n    self.setMinimumHeight (self.layout ().minimumSize ().height ()) \\n    self.showPrompt (False) \\n    self._variable_widgets.append (inputForm) \\n\\n    \\n    \\n\\n    Fix the buggy line: inputForm = QVariableInputWidget (inputForm, name, descriptor, value, self)\",\"targets\":\"inputForm = QVariableInputWidget (uuid, name, descriptor, value, self)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_default_parser(self, usage, description, ignore_unknown_options = False) : \\n    if ignore_unknown_options : \\n        parser = ForgivingParser (usage = description, description = description) \\nelse : \\n        parser = OptionParser (usage = usage, description = description) \\nparser.add_option ('--config-dir', type = 'string', dest = 'config_dir', help = 'Directory for the cluster files [default to {0}]'.format (common.get_default_path_display_name ())) \\n    return parser \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def detach_disk(self, parameters, disk_name, instance_id) : \\n    ' Detaches the EBS mount specified in disk_name from the named instance.\\n\\n    Args:\\n      parameters: A dict with keys for each parameter needed to connect to AWS.\\n      disk_name: A str naming the EBS volume to detach.\\n      instance_id: A str naming the id of the instance that the disk should be\\n        detached from.\\n    Returns:\\n      True if the disk was detached, and False otherwise.\\n    ' \\n    conn = self.open_connection (parameters) \\n    try : \\n        conn.detach_volume (disk_name, parameters, device = '\\/dev\\/sdc') \\n        return True \\nexcept boto.exception.EC2ResponseError : \\n        AppScaleLogger.log ('Could not detach volume with name {0}'.format (disk_name)) \\n        return False \\n\\n    \\n    \\n\\n    Fix the buggy line: conn.detach_volume (disk_name, parameters, device = '\\/dev\\/sdc')\",\"targets\":\"conn.detach_volume (disk_name, instance_id, device = '\\/dev\\/sdc')\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ skipUnlessDBFeature ('can_distinct_on_fields') \\ndef test_distinct_on_with_annotation(self) : \\n    store = Store.objects.create (name = 'test store', original_opening = datetime.datetime.now (), friday_night_closing = datetime.time (21, 0, 0)) \\n    names = ['Theodore Roosevelt', 'Eleanor Roosevelt', 'Franklin Roosevelt', 'Ned Stark', 'Catelyn Stark'] \\n    for name in <MASK> : \\n        Employee.objects.create (store = store, first_name = name.split () [0], last_name = name.split () [1], age = 30, salary = 2000) \\npeople = Employee.objects.annotate (name_lower = Lower ('last_name')).distinct ('name_lower') \\n    self.assertEqual (set ((p.last_name for p in people)), { 'Stark', 'Roosevelt' }) \\n    self.assertEqual (len (people), 2) \\n    people2 = Employee.objects.annotate (test_alias = F ('store__name')).distinct ('test_alias') \\n    self.assertEqual (len (people2), 1) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"names\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __ne__(self, obj) : \\n    return (not self.__eq__ (<MASK>)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: obj, self\",\"targets\":\"obj\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_shift(self) : \\n    shifted = self.ts.shift (1) \\n    unshifted = shifted.shift ((- 1)) \\n    tm.assert_dict_equal (unshifted.valid (), self.ts, compare_keys = False) \\n    offset = datetools.bday \\n    shifted = self.ts.shift (1, freq = offset) \\n    unshifted = shifted.shift ((- 1), freq = offset) \\n    assert_series_equal (unshifted, self.ts) \\n    unshifted = self.ts.shift (0, freq = offset) \\n    assert_series_equal (unshifted, self.ts) \\n    shifted = self.ts.shift (1, freq = 'B') \\n    unshifted = shifted.shift ((- 1), freq = 'B') \\n    assert_series_equal (unshifted, self.ts) \\n    unshifted = self.ts.shift (0) \\n    assert_series_equal (unshifted, self.ts) \\n    ps = tm.makePeriodSeries () \\n    shifted = ps.shift (1) \\n    unshifted = shifted.shift ((- 1)) \\n    tm.assert_dict_equal (unshifted.valid (), ps, compare_keys = False) \\n    shifted2 = ps.shift (1, 'B') \\n    shifted3 = ps.shift (1, datetools.bday) \\n    assert_series_equal (shifted2, s2) \\n    assert_series_equal (ps, shifted2.shift ((- 1), 'B')) \\n    self.assertRaises (ValueError, ps.shift, freq = 'D') \\n    shifted4 = ps.shift (1, freq = 'B') \\n    assert_series_equal (shifted2, shifted4) \\n    shifted5 = ps.shift (1, freq = datetools.bday) \\n    assert_series_equal (shifted5, shifted4) \\n    index = date_range ('2000-01-01', periods = 5) \\n    for dtype in ['int32', 'int64'] : \\n        s1 = Series (np.arange (5, dtype = dtype), index = index) \\n        p = s1.iloc [1] \\n        result = s1.shift (periods = p) \\n        expected = Series ([np.nan, 0, 1, 2, 3], index = index) \\n        assert_series_equal (result, expected) \\ns = Series (date_range ('2000-01-01 09:00:00', periods = 5, tz = 'US\\/Eastern'), name = 'foo') \\n    result = (s - s.shift ()) \\n    assert_series_equal (result, Series (TimedeltaIndex ((['NaT'] + (['1 days'] * 4))), name = 'foo')) \\n    s2 = Series (date_range ('2000-01-01 09:00:00', periods = 5, tz = 'CET'), name = 'foo') \\n    self.assertRaises (ValueError, (lambda : (s - s2))) \\n\\n    \\n    \\n\\n    Fix the buggy line: assert_series_equal (shifted2, s2)\",\"targets\":\"assert_series_equal (shifted2, shifted3)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_date_name(self) : \\n    '\\n        Defines name for a new partition for date partition subtype.\\n        ' \\n    patterns = { \\n        'day' : { \\n            'real' : 'y%Yd%j', \\n            'none' : 'y0000d000', \\n}, \\n        'week' : { \\n            'real' : 'y%Yw%V', \\n            'none' : 'y0000w00', \\n}, \\n        'month' : { \\n            'real' : 'y%Ym%m', \\n            'none' : 'y0000m00', \\n}, \\n        'year' : { \\n            'real' : 'y%Y', \\n            'none' : 'y0000', \\n}, \\n} \\n    try : \\n        if (self.column_value is None) : \\n            pattern = patterns [self.constraint] ['none'] \\nelse : \\n            pattern = self.column_value.strftime (patterns [self.constraint] ['real']) \\nexcept KeyError : \\n        raise PartitionConstraintError (model = self.model.__name__, dialect = <MASK>.dialect, current = self.constraint, allowed = patterns.keys ()) \\nreturn '{0}_{1}'.format (self.table, pattern) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: patterns, self, pattern\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, parent, wxid, sizer, **kw) : \\n    ' Creates a new sized panel. ' \\n    wx.Panel.__init__ (self, <MASK>, wxid, ** kw) \\n    self.SetSizer (sizer) \\n    self.SetAutoLayout (True) \\n    self.sizer = sizer \\n    return \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"parent\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _writeByte(self, byte) : \\n    ' Writes out the lowest byte of the given integer value. ' \\n    if self.rw : \\n        bbio.digitalWrite (self.rw, bbio.LOW) \\nbbio.digitalWrite (self.enable, bbio.LOW) \\n    if (self.mode_bits == 8) : \\n        for bit in range (8) : \\n            bbio.digitalWrite (self.data_pins [bit], ((<MASK> >> bit) & 1)) \\nbbio.digitalWrite (self.enable, bbio.HIGH) \\n        bbio.digitalWrite (self.enable, bbio.LOW) \\nelse : \\n        self._write4bits ((byte >> 4)) \\n        self._write4bits (byte) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"byte\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, type_, value) : \\n    assert (type (<MASK>) is str), ('SecurityAttribute type must be a string, not %s' % type (type_)) \\n    assert (type (value) is str), ('SecurityAttribute value must be a string, not %s' % type (value)) \\n    self.type_ = type_ \\n    self.value = value \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"type_\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, **kwargs) : \\n    for (name, value) in kwargs.items () : \\n        setattr (name, name, value) \\nself._item = None \\n\\n    \\n    \\n\\n    Fix the buggy line: setattr (name, name, value)\",\"targets\":\"setattr (self, name, value)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __call__(self, * path) : \\n    base_url = utils.urljoin (base_url.base_url, * path) \\n    return self.__class__ (base_url, session = self.session) \\n\\n    \\n    \\n\\n    Fix the buggy line: base_url = utils.urljoin (base_url.base_url, * path)\",\"targets\":\"base_url = utils.urljoin (self.base_url, * path)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, client, timeout, remote_ident, req_id) : \\n    self.client = client \\n    self.timeout = client \\n    self.remote_ident = remote_ident \\n    self.req_id = req_id \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __repr__(self) : \\n    kw = dict () \\n    if (self.master_instance is not None) : \\n        kw.update (master_instance = obj2str (self.master_instance)) \\nif (self.filter is not None) : \\n        kw.update (filter = repr (self.filter)) \\nif self.known_values : \\n        kw.update (known_values = self.known_values) \\nif self.requesting_panel : \\n        kw.update (requesting_panel = self.requesting_panel) \\nu = self.get_user () \\n    if (<MASK> is not None) : \\n        kw.update (user = u.username) \\nif False : \\n        kw.update (request = format_request (self.request)) \\nreturn ('<%s %s(%s)>' % (self.__class__.__name__, self.bound_action.full_name (), kw)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: u, self, kw\",\"targets\":\"u\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, a) : \\n    self.a = <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: a, self\",\"targets\":\"a\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _chunk_data(X, slices) : \\n    'Smart chunking to avoid memory overload.\\n\\n    The parallelization is performed across time samples. To avoid overheads,\\n    the X data is splitted into large chunks of different time sizes. To\\n    avoid duplicating the memory load to each job, we only pass the time\\n    samples that are required by each job. The indices of the training times\\n    must be adjusted accordingly.\\n    ' \\n    slices = [sl for sl in slices if len (sl)] \\n    selected_times = np.hstack ([np.ravel (sl) for sl in slices]) \\n    start = np.min (selected_times) \\n    stop = (np.max (selected_times) + 1) \\n    slices_chunk = [(sl - start) for sl in slices] \\n    X_chunk = X [:, :, start : <MASK>] \\n    return (X_chunk, slices_chunk) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"stop\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_place_photo(photoreference, api_key, maxheight = None, maxwidth = None, sensor = False) : \\n    \\\"Gets a place's photo by reference.\\n    See detailed documentation at https:\\/\\/developers.google.com\\/places\\/documentation\\/photos\\n\\n    Arguments:\\n    photoreference -- The unique Google reference for the required photo.\\n\\n    Keyword arguments:\\n    maxheight -- The maximum desired photo height in pixels\\n    maxwidth -- The maximum desired photo width in pixels\\n\\n    You must specify one of this keyword arguments. Acceptable value is an\\n    integer between 1 and 1600.\\n    \\\" \\n    params = { \\n        'photoreference' : photoreference, \\n        'sensor' : str (sensor).lower (), \\n        'key' : api_key, \\n} \\n    if <MASK> : \\n        params ['maxheight'] = maxheight \\nif maxwidth : \\n        params ['maxwidth'] = maxwidth \\nreturn _fetch_remote_file (GooglePlaces.PHOTO_API_URL, params) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: params, photoreference, sensor, maxheight, maxwidth, api_key\",\"targets\":\"maxheight\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, debug = False) : \\n    self.debug = debug \\n    self.count = 0 \\n    self.cache = { \\n        \\n} \\n    self.tempdir = join (tempfile.gettempdir (), 'eveapi') \\n    if (not exists (self.tempdir)) : \\n        os.makedirs (self.tempdir) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _dump_one_caller(key, file, level = 0) : \\n    leader = ('      ' * level) \\n    for (v, c) in sorted ([((- v), c) for (c, v) in caller_dicts [key].items ()]) : \\n        file.write (('%s  %6d %s:%d(%s)\\n' % ((<MASK>, (- v)) + func_shorten (c [(- 3) :])))) \\n        if (c in caller_dicts) : \\n            _dump_one_caller (c, file, (level + 1)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"leader\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_matfile_version(fileobj) : \\n    '\\n    Return major, minor tuple depending on apparent mat file type\\n\\n    Where:\\n\\n     #. 0,x -> version 4 format mat files\\n     #. 1,x -> version 5 format mat files\\n     #. 2,x -> version 7.3 format mat files (HDF format)\\n\\n    Parameters\\n    ----------\\n    fileobj : file_like\\n        object implementing seek() and read()\\n\\n    Returns\\n    -------\\n    major_version : {0, 1, 2}\\n        major MATLAB File format version\\n    minor_version : int\\n        minor MATLAB file format version\\n\\n    Raises\\n    ------\\n    MatReadError\\n        If the file is empty.\\n    ValueError\\n        The matfile version is unknown.\\n\\n    Notes\\n    -----\\n    Has the side effect of setting the file read pointer to 0\\n    ' \\n    fileobj.seek (0) \\n    mopt_bytes = fileobj.read (4) \\n    if (len (mopt_bytes) == 0) : \\n        raise MatReadError ('Mat file appears to be empty') \\nmopt_ints = np.ndarray (shape = (4,), dtype = np.uint8, buffer = mopt_bytes) \\n    if (0 in mopt_ints) : \\n        fileobj.seek (0) \\n        return (0, 0) \\nfileobj.seek (124) \\n    tst_str = fileobj.read (4) \\n    fileobj.seek (0) \\n    maj_ind = int ((tst_str [2] == b'I' [0])) \\n    maj_val = byteord (tst_str [maj_ind]) \\n    min_val = byteord (tst_str [(1 - maj_ind)]) \\n    ret = (maj_val, min_val) \\n    if (maj_val in (1, 2)) : \\n        return ret \\nraise ValueError (('Unknown mat file type, version %s, %s' % ret)) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def access(self, struct, field, env, cont, app) : \\n    self = jit.promote (self) \\n    st = jit.promote (struct.struct_type ()) \\n    if (<MASK> is None) : \\n        raise SchemeException (('%s got %s' % (self.tostring (), struct.tostring ()))) \\noffset = st.get_offset (self.type) \\n    if (offset == (- 1)) : \\n        raise SchemeException ('cannot reference an identifier before its definition') \\nreturn struct.ref_with_extra_info ((field + offset), app, env, cont) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"st\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef sphinx_conf(self) : \\n    in_path = os.path.join (self.path, 'sphinx', 'conf.in.py') \\n    if (not os.path.exists (<MASK>)) : \\n        return '' \\nwith open (in_path, 'r') as fp : \\n        return fp.read () \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: fp, self, in_path\",\"targets\":\"in_path\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_mutabledisposable_replaceafterdispose() : \\n    disp1 = [False] \\n    disp2 = [False] \\n    m = SerialDisposable () \\n    m.dispose () \\n    def action1() : \\n        disp1 [0] = True \\nd1 = Disposable (action1) \\n    m.disposable = d1 \\n    assert (m.disposable == None) \\n    assert disp1 [0] \\n    def action2() : \\n        disp2 [0] = True \\nd2 = Disposable (action2) \\n    m.disposable = d2 \\n    assert (m.disposable == None) \\n    assert <MASK> [0] \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: action1, d2, action2, d1, disp2, disp1, m\",\"targets\":\"disp2\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ util.debuglog \\ndef send_signal_child(self, pid, child_id, signum) : \\n    'Send signal to a child.\\n        ' \\n    process = self.processes [pid] \\n    try : \\n        process.send_signal_child (int (child_id), <MASK>) \\nexcept OSError as e : \\n        if (e.errno != errno.ESRCH) : \\n            raise \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: e, child_id, signum, self, process, pid\",\"targets\":\"signum\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, alt_func = None, behavior = 'warn') : \\n    self.alt_func = alt_func \\n    self.behavior = <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"behavior\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('sys.platform', 'linux2') \\n@ mock.patch ('bento.core.platforms.sysconfig.bento.utils.path.find_root', (lambda ignored : '\\/')) \\ndef test_scheme_with_prefix(self) : \\n    bento_info = 'Name: foo\\n' \\n    self.options.prefix = '\\/home\\/guido' \\n    scheme = self._compute_scheme (bento_info, self.options) \\n    prefix = scheme.pop ('prefix') \\n    eprefix = scheme.pop ('eprefix') \\n    py_version_short = scheme.pop ('py_version_short') \\n    pkgname = scheme.pop ('pkgname') \\n    self.assertEqual (prefix, '\\/home\\/guido') \\n    self.assertEqual (eprefix, '\\/home\\/guido') \\n    self.assertEqual (pkgname, 'foo') \\n    self.assertEqual (py_version_short, PY_VERSION_SHORT) \\n    for (k, v) in scheme.items () : \\n        self.assertEqual (UNIX_REFERENCE [k], v) \\nself.options.eprefix = '\\/home\\/exec\\/guido' \\n    scheme = self._compute_scheme (bento_info, self.options) \\n    prefix = scheme.pop ('prefix') \\n    eprefix = scheme.pop ('eprefix') \\n    py_version_short = scheme.pop ('py_version_short') \\n    pkgname = scheme.pop ('pkgname') \\n    self.assertEqual (prefix, '\\/home\\/guido') \\n    self.assertEqual (eprefix, '\\/home\\/exec\\/guido') \\n    self.assertEqual (pkgname, 'foo') \\n    self.assertEqual (py_version_short, PY_VERSION_SHORT) \\n    for (k, v) in scheme.items () : \\n        self.assertEqual (UNIX_REFERENCE [k], v) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def execute(helper, config, args) : \\n    '\\n    Waits for an environment to be healthy\\n    ' \\n    helper.wait_for_environments (args.environment, health = <MASK>.health) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"args\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __repr__(self) : \\n    format = _formats [self.getformat ()] [1] \\n    return (\\\"<%dx%d sparse matrix of type '%s'\\n\\\\twith %d stored elements (%d diagonals) in %s format>\\\" % (format.shape + (self.dtype.type, self.nnz, self.data.shape [0], format))) \\n\\n    \\n    \\n\\n    Fix the buggy line: return (\\\"<%dx%d sparse matrix of type '%s'\\n\\\\twith %d stored elements (%d diagonals) in %s format>\\\" % (format.shape + (self.dtype.type, self.nnz, self.data.shape [0], format)))\",\"targets\":\"return (\\\"<%dx%d sparse matrix of type '%s'\\n\\\\twith %d stored elements (%d diagonals) in %s format>\\\" % (self.shape + (self.dtype.type, self.nnz, self.data.shape [0], format)))\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ contextmanager \\ndef language(lang) : \\n    old_language = translation.get_language () \\n    try : \\n        translation.activate (old_language) \\n        (yield) \\nfinally : \\n        translation.activate (old_language) \\n\\n    \\n    \\n\\n    Fix the buggy line: translation.activate (old_language)\",\"targets\":\"translation.activate (lang)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, chr, s) : \\n    self.chr = chr \\n    self.start = s \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, id, properties) : \\n    self.id = <MASK> \\n    self.properties = properties \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: id, properties, self\",\"targets\":\"id\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, base, user, password, key) : \\n    '\\n        Talks to the API.\\n        ' \\n    certfile = None \\n    if os.path.isfile ('\\/etc\\/ssl\\/certs\\/ca-certificates.crt') : \\n        certfile = '\\/etc\\/ssl\\/certs\\/ca-certificates.crt' \\nif (base [(- 1)] == '\\/') : \\n        base = base [0 : (- 1)] \\nself.base = base \\n    if (certfile is not None) : \\n        self.http = httplib2.Http (ca_certs = certfile) \\nelse : \\n        self.http = httplib2.Http () \\nself.http.add_credentials (<MASK>, password) \\n    self.key = key \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"user\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _stream_files(logger, fn, mesos_files, line_prefixes) : \\n    'Apply `fn` in parallel to each file in `mesos_files`.  `fn` must\\n    return a list of strings, and these strings are then printed\\n    serially as separate lines.\\n    ' \\n    reachable_files = list (mesos_files) \\n    for (job, mesos_file) in util.stream (fn, mesos_files) : \\n        try : \\n            lines = job.result () \\nexcept DCOSException : \\n            reachable_files.remove (mesos_file) \\n            continue \\nif lines : \\n            _output (<MASK>, str (mesos_file), lines, line_prefixes) \\nreturn reachable_files \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: reachable_files, line_prefixes, mesos_file, fn, lines, mesos_files, logger, job\",\"targets\":\"logger\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self) : \\n    from activedirectory import Client, Creds \\n    from activedirectory.core.exception import Error \\n    server_spec = settings.SITE.ldap_auth_server \\n    if isinstance (<MASK>, basestring) : \\n        server_spec = server_spec.split () \\nself.domain = server_spec [0] \\n    self.server = server_spec [1] \\n    self.creds = Creds (domain) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"server_spec\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _log_locations_json_sanity_check(self, data) : \\n    \\\"Check the sanity of the user log locations json.\\n\\n        This json can have anything in it. Just make sure it is a valid json,\\n        and it has all the fields we need. Also check that it's not too big and\\n        the number of logfiles is decent.\\n        \\\" \\n    max_data_len = 1000000.0 \\n    max_files = 100 \\n    if (len (data) > max_data_len) : \\n        raise KeyError ('The file list is too large.') \\nif ('log_files' not in data) : \\n        raise KeyError ('log_files key missing.') \\nif (len (data.keys ()) > 1) : \\n        raise KeyError ('The only valid key is log_files.') \\nlog_files = data ['log_files'] \\n    if (len (log_files) > max_files) : \\n        raise KeyError ('Too many log files (> 1000).') \\nfor log in log_files : \\n        if ('name' not in log.keys ()) : \\n            raise KeyError ('Missing the name key.') \\nif (len (log.keys ()) > 2) : \\n            raise KeyError ('Too many keys in the log tuple.') \\nif ((len (log.keys ()) > 1) and ('type' not in log.keys ())) : \\n            raise KeyError ('Only other valid key is type.') \\nif (not isinstance (log ['name'], str)) : \\n            raise KeyError ('name value is not a string.') \\nif (('type' in log) and (not isinstance (max_files ['type'], str))) : \\n            raise KeyError ('type value is not a string.') \\n\\n    \\n    \\n\\n    Fix the buggy line: if (('type' in log) and (not isinstance (max_files ['type'], str))) :\",\"targets\":\"if (('type' in log) and (not isinstance (log ['type'], str))) :\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _parse_data(schema, rows) : \\n    dtype_map = { \\n        'INTEGER' : np.dtype (float), \\n        'FLOAT' : np.dtype (float), \\n        'TIMESTAMP' : 'M8[ns]', \\n} \\n    fields = schema ['fields'] \\n    col_types = [field ['type'] for field in fields] \\n    col_names = [str (field ['name']) for field in fields] \\n    col_dtypes = [dtype_map.get (field ['type'], object) for field in fields] \\n    page_array = np.zeros ((len (rows),), dtype = lzip (col_names, col_dtypes)) \\n    for (row_num, raw_row) in enumerate (rows) : \\n        entries = raw_row.get ('f', []) \\n        for (col_num, field_type) in enumerate (col_types) : \\n            field_value = _parse_entry (entries [col_num].get ('v', ''), field_type) \\n            page_array [row_num] [col_num] = field_value \\nreturn DataFrame (page_array, columns = <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"col_names\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_summary_by_datacenter(self) : \\n    result = self.network.summary_by_datacenter () \\n    expected = { \\n        'dal00' : { \\n            'hardware_count' : 1, \\n            'virtual_guest_count' : 1, \\n            'subnet_count' : 0, \\n            'public_ip_count' : 6, \\n            'vlan_count' : 3, \\n}, \\n} \\n    self.assertEqual (expected, expected) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.assertEqual (expected, expected)\",\"targets\":\"self.assertEqual (expected, result)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ list_command \\ndef autofix_fix(self, messages, rest = [], pure = False) : \\n    return cmd ('autofix fix', { \\n        'messages' : messages, \\n        'rest' : rest, \\n        'pure' : <MASK>, \\n}, parse_corrections) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"pure\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, instances, default_queue = 'pool') : \\n    pool = Queue () \\n    if hasattr (pool, '__iter__') : \\n        for i in instances : \\n            pool.put (i) \\nelse : \\n        pool.put (instances) \\nself._pool = pool \\n    self._default_queue = default_queue \\n\\n    \\n    \\n\\n    Fix the buggy line: if hasattr (pool, '__iter__') :\",\"targets\":\"if hasattr (instances, '__iter__') :\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __iter__(self) : \\n    'Overloads iter(bitstring), and also, for bit in bitstring' \\n    for index in range ((self._length - 1), (- 1), (- 1)) : \\n        (yield ((index._bits >> index) % 2)) \\n\\n    \\n    \\n\\n    Fix the buggy line: (yield ((index._bits >> index) % 2))\",\"targets\":\"(yield ((self._bits >> index) % 2))\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _one_time_packet_send(self, pkt) : \\n    self.logger.debug ('send_packet:[%s]', packet.Packet (pkt [KEY_INGRESS])) \\n    xid = self.tester_sw.send_packet_out (pkt [KEY_INGRESS]) \\n    self.send_msg_xids.append (<MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: xid, pkt, self\",\"targets\":\"xid\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, name = 'TaskContextProcessor') : \\n    GafferDispatch.ExecutableNode.__init__ (<MASK>, name) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, url, head_view = 'shortlog', commit_view = 'commitdiff', tag_view = 'commit') : \\n    self.url = url.rstrip ('\\/') \\n    self.tag_view = tag_view \\n    self.head_view = head_view \\n    self.commit_view = <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: tag_view, self, url, commit_view, head_view\",\"targets\":\"commit_view\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ unittest.skip ('does not work') \\ndef test_log_command(self) : \\n    cmd = 'vcs log --template \\\"\\\\\\\\$message\\\"' \\n    process = subprocess.Popen (cmd, cwd = self.repo.path, shell = True, stdout = subprocess.PIPE, stderr = subprocess.PIPE) \\n    (so, se) = process.communicate () \\n    logging.info ('out: %s', so) \\n    logging.info ('err: %s', se) \\n    self.assertEqual (cmd.returncode, 0) \\n    self.assertEqual (so.splitlines (), ['Added a file', 'Initial commit']) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, path, target_sdk, package_name) : \\n    self.path = path \\n    self.target_sdk = target_sdk \\n    self.package_name = target_sdk \\n\\n    \\n    \\n\\n    Fix the buggy line: self.package_name = target_sdk\",\"targets\":\"self.package_name = package_name\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _checkMemoryLeak(self, func) : \\n    gc.set_debug (gc.DEBUG_LEAK) \\n    try : \\n        start = len (gc.garbage) \\n        func () \\n        end = len (gc.garbage) \\n        self.assertEquals ((<MASK> - start), 0, gc.garbage) \\nfinally : \\n        gc.set_debug (0) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"end\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, channel, queued, reactor = reactor) : \\n    Request.__init__ (self, channel, channel) \\n    self.reactor = reactor \\n    self.urlMonitor = URLMonitor.getInstance () \\n    self.cookieCleaner = CookieCleaner.getInstance () \\n    self.dnsCache = DnsCache.getInstance () \\n\\n    \\n    \\n\\n    Fix the buggy line: Request.__init__ (self, channel, channel)\",\"targets\":\"Request.__init__ (self, channel, queued)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef base_version(self) : \\n    'Returns the actual upstream version (without dev info)' \\n    components = [<MASK>.xyz_version] \\n    if self.ver_extra : \\n        components.append (self.ver_extra) \\nreturn ''.join (components) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: components, self\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def delete(self, force_drop = False, * args, **kwargs) : \\n    \\\"\\n        Deletes this row. Drops the tenant's schema if the attribute\\n        auto_drop_schema set to True.\\n        \\\" \\n    if (connection.schema_name not in (self.schema_name, get_public_schema_name ())) : \\n        raise Exception ((\\\"Can't delete tenant outside it's own schema or the public schema. Current schema is %s.\\\" % connection.schema_name)) \\nif (schema_exists (self.schema_name) and (self.auto_drop_schema or force_drop)) : \\n        cursor = connection.cursor () \\n        cursor.execute (('DROP SCHEMA %s CASCADE' % self.schema_name)) \\nsuper (TenantMixin, self).delete (* self, ** kwargs) \\n\\n    \\n    \\n\\n    Fix the buggy line: super (TenantMixin, self).delete (* self, ** kwargs)\",\"targets\":\"super (TenantMixin, self).delete (* args, ** kwargs)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def OneHot(X, n = None, negative_class = 0.0) : \\n    X = np.asarray (X).flatten () \\n    if (n is None) : \\n        n = (np.max (X) + 1) \\nXoh = (np.ones ((len (X), n)) * negative_class) \\n    Xoh [(np.arange (len (X)), <MASK>)] = 1.0 \\n    return Xoh \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"X\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def detect(self, callback) : \\n    self.context.request.prevent_result_storage = True \\n    try : \\n        if (not QueuedDetector.queue) : \\n            redis = Redis (host = self.context.config.REDIS_QUEUE_SERVER_HOST, port = self.context.config.REDIS_QUEUE_SERVER_PORT, db = self.context.config.REDIS_QUEUE_SERVER_DB, password = self.context.config.REDIS_QUEUE_SERVER_PASSWORD) \\n            QueuedDetector.queue = UniqueQueue (server = redis) \\nQueuedDetector.queue.enqueue_unique_from_string ('remotecv.pyres_tasks.DetectTask', 'Detect', args = [<MASK>.detection_type, self.context.request.image_url], key = self.context.request.image_url) \\nexcept RedisError : \\n        self.context.request.detection_error = True \\n        QueuedDetector.queue = None \\n        logger.exception ('Redis Error') \\nfinally : \\n        callback ([]) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: redis, callback, self\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _Open(self, path_spec = None, mode = 'rb') : \\n    \\\"Opens the file-like object defined by path specification.\\n\\n    Args:\\n      path_spec: optional path specification (instance of PathSpec).\\n      mode: optional file access mode. The default is 'rb' read-only binary.\\n\\n    Raises:\\n      AccessError: if the access to open the file was denied.\\n      IOError: if the file-like object could not be opened.\\n      PathSpecError: if the path specification is incorrect.\\n      ValueError: if the path specification is invalid.\\n    \\\" \\n    if (not path_spec) : \\n        raise ValueError ('Missing path specification.') \\nif (not path_spec.HasParent ()) : \\n        raise errors.PathSpecError ('Unsupported path specification without parent.') \\ntable_name = getattr (path_spec, 'table_name', None) \\n    if (table_name is None) : \\n        raise errors.PathSpecError ('Path specification missing table name.') \\ncolumn_name = getattr (path_spec, 'column_name', None) \\n    if (column_name is None) : \\n        raise errors.PathSpecError ('Path specification missing column name.') \\nrow_condition = getattr (path_spec, 'row_condition', None) \\n    if row_condition : \\n        if ((not isinstance (row_condition, tuple)) or (len (row_condition) != 3)) : \\n            raise errors.PathSpecError ('Unsupported row_condition not a tuple in the form: (column_name, operator, value).') \\nrow_index = getattr (path_spec, 'row_index', None) \\n    if (row_index is not None) : \\n        if (not isinstance (row_index, py2to3.INTEGER_TYPES)) : \\n            raise errors.PathSpecError ('Unsupported row_index not of integer type.') \\nif ((not row_condition) and (row_index is None)) : \\n        raise errors.PathSpecError ('Path specification requires either a row_condition or row_index.') \\nif self._database_object : \\n        raise IOError ('Database file already set.') \\nfile_object = resolver.Resolver.OpenFileObject (path_spec.parent, resolver_context = self._resolver_context) \\n    try : \\n        database_object = sqlite_database.SQLiteDatabaseFile () \\n       ...\\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ methodtrace (_logger) \\ndef claim_interface(self, dev_handle, intf) : \\n    _check (self.lib.libusb_claim_interface (dev_handle.handle, intf)) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_create_target(self) : \\n    target = self.driver.create_target ('name', 'e75ead52-692f-4314-8725-c8a4f4d13a87', extra = { \\n        'servicePlan' : 'Enterprise', \\n}) \\n    self.assertEqual (<MASK>.id, 'ee7c4b64-f7af-4a4f-8384-be362273530f') \\n    self.assertEqual (target.address, 'e75ead52-692f-4314-8725-c8a4f4d13a87') \\n    self.assertEqual (target.extra ['servicePlan'], 'Enterprise') \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"target\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ skipIf ((not yamlex.available), (SKIP_MESSAGE % 'sls')) \\ndef test_sls_aggregate(self) : \\n    src = dedent ('\\n            a: lol\\n            foo: !aggregate hello\\n            bar: !aggregate [1, 2, 3]\\n            baz: !aggregate\\n              a: 42\\n              b: 666\\n              c: the beast\\n        ').strip () \\n    sls_obj = yamlex.deserialize (src) \\n    assert (src == { \\n        'a' : 'lol', \\n        'foo' : ['hello'], \\n        'bar' : [1, 2, 3], \\n        'baz' : { \\n            'a' : 42, \\n            'b' : 666, \\n            'c' : 'the beast', \\n}, \\n}), sls_obj \\n    assert (dedent ('\\n            a: lol\\n            foo: [hello]\\n            bar: [1, 2, 3]\\n            baz: {a: 42, b: 666, c: the beast}\\n        ').strip () == yamlex.serialize (sls_obj)), sls_obj \\n    src = dedent ('\\n            placeholder: !aggregate foo\\n            placeholder: !aggregate bar\\n            placeholder: !aggregate baz\\n        ').strip () \\n    sls_obj = yamlex.deserialize (src) \\n    assert (sls_obj == { \\n        'placeholder' : ['foo', 'bar', 'baz'], \\n}), sls_obj \\n    src = dedent ('\\n            placeholder: !aggregate foo\\n            placeholder: !aggregate [bar, baz]\\n            placeholder: !aggregate []\\n            placeholder: !aggregate ~\\n        ').strip () \\n    sls_obj = yamlex.deserialize (src) \\n    assert (sls_obj == { \\n        'placeholder' : ['foo', 'bar', 'baz'], \\n}), sls_obj \\n    src = dedent ('\\n            placeholder: !aggregate {foo: 42}\\n            placeholder: !aggregate {bar: null}\\n            placeholder: !aggregate {baz: inga}\\n        ').strip () \\n    sls_obj = yamlex.deserialize (src) \\n    assert (sls_obj == { \\n        'placeholder' : { \\n            'foo' : 42, \\n            'bar' : None, \\n            'baz' : 'inga', \\n}, \\n}), sls_obj \\n    src = dedent ('\\n            placeholder: {foo: !aggregate {foo: 42}}\\n            placeholder: {foo: !aggregate {bar: null}}\\n            placeholder: {foo: !aggregate {baz: inga}}\\n        ').strip () \\n    sls_obj = yamlex.deserialize (src) \\n    assert (sls_obj == { \\n    ...\\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, geom_parts) : \\n    super (STLGroup, self).__init__ () \\n    self._comps = [] \\n    self._i_comps = { \\n        \\n} \\n    self._n_comps = 0 \\n    for (name, comp) in geom_parts : \\n        comp.name = name \\n        self._i_comps [name] = self._n_comps \\n        self._comps.append (comp) \\n        self._n_comps += 1 \\n        self.add (name, VarTree (VariableTree (), iotype = 'in', desc = ('inputs for %s component' % name))) \\nio = self._build_io () \\n    for ((comp_name, var_name), meta) in io : \\n        comp = self.get (<MASK>) \\n        val = meta ['value'] \\n        del meta ['value'] \\n        comp.add (var_name, Array (val, ** meta)) \\nn_points = self.points.shape [0] \\n    n_tria = self.triangles.shape [0] \\n    self.add ('geom_data', VarTree (GeomData (n_points, n_tria), iotype = 'out', desc = 'geometry points and connectivity')) \\n    self.geom_data.points = self.points \\n    self.geom_data.facets = self.triangles \\n    self._needs_linerize = True \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, name, comp_name, io, val, geom_parts, n_points, meta, n_tria, var_name, comp\",\"targets\":\"comp_name\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def testChainAfterEmbed(self) : \\n    target = Builder ('\\/item\\/2') \\n    obj = Builder ('\\/item\\/1').embed ('next', target).set_property ('chained', True).as_object () \\n    doc = Document.from_object (obj, base_uri = 'http:\\/\\/localhost\\/') \\n    self.assertTrue (<MASK>.properties ['chained']) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"doc\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, * args, **kw) : \\n    super (RekallResponseCollectionRenderer, self).__init__ (* args, ** kw) \\n    self.elements = [] \\n    self.current_table = None \\n    self.free_text = [] \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('tooz.drivers.pgsql.psycopg2.connect') \\ndef test_connect_failure(self, psycopg2_connector) : \\n    psycopg2_connector.side_effect = psycopg2.Error ('Broken') \\n    c = self._create_coordinator () \\n    self.assertRaises (coordination.ToozConnectionError, psycopg2_connector.start) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.assertRaises (coordination.ToozConnectionError, psycopg2_connector.start)\",\"targets\":\"self.assertRaises (coordination.ToozConnectionError, c.start)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_test_files_formats() : \\n    for f in os.listdir ('test\\/nt') : \\n        fpath = ('test\\/nt\\/' + f) \\n        if f.endswith ('.rdf') : \\n            (yield (fpath, 'xml')) \\nelse : \\n            if f.endswith ('.nt') : \\n                (yield (<MASK>, 'nt')) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"fpath\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _clone(self, obj, deep) : \\n    '\\n        Clone an arbitrary object; used by L{Tag.clone}.\\n\\n        @param obj: an object with a clone method, a list or tuple, or something\\n            which should be immutable.\\n\\n        @param deep: whether to continue cloning child objects; i.e. the\\n            contents of lists, the sub-tags within a tag.\\n\\n        @return: a clone of C{obj}.\\n        ' \\n    if hasattr (obj, 'clone') : \\n        return obj.clone (deep) \\nelse : \\n        if isinstance (x, (list, tuple)) : \\n            return [self._clone (x, deep) for x in obj] \\nelse : \\n            return obj \\n\\n    \\n    \\n\\n    Fix the buggy line: if isinstance (x, (list, tuple)) :\",\"targets\":\"if isinstance (obj, (list, tuple)) :\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ logging.log_task_wrapper (LOG.info, _ ('Enter context: `Images`')) \\ndef setup(self) : \\n    disk_format = self.config ['disk_format'] \\n    container_format = self.config ['container_format'] \\n    images_per_tenant = self.config ['images_per_tenant'] \\n    for (user, tenant_id) in rutils.iterate_per_tenants (self.context ['users']) : \\n        glance = osclients.Clients (user ['credential']).glance ().images \\n        current_images = [] \\n        for i in range (images_per_tenant) : \\n            kw = { \\n                'name' : ((('image-' + tenant_id [0 : 8]) + '-') + str (i)), \\n                'container_format' : container_format, \\n                'disk_format' : disk_format, \\n                'size' : 1000000, \\n} \\n            image = glance.create (** kw) \\n            current_images.append (image.id) \\nself.context ['tenants'] [tenant_id] ['images'] = <MASK> \\n        args = user ['ec2args'] \\n        client = botocoreclient.get_ec2_client (args ['url'], args ['region'], args ['access'], args ['secret']) \\n        data = client.describe_images () \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"current_images\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __repr__(self) : \\n    L = [('%s=%r' % (key, L)) for (key, value) in self.__dict__.iteritems ()] \\n    return ('%s(%s)' % (self.__class__.__name__, ', '.join (L))) \\n\\n    \\n    \\n\\n    Fix the buggy line: L = [('%s=%r' % (key, L)) for (key, value) in self.__dict__.iteritems ()]\",\"targets\":\"L = [('%s=%r' % (key, value)) for (key, value) in self.__dict__.iteritems ()]\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_version(package) : \\n    '\\n    Return package version as listed in `__version__` in `__init__.py`.\\n    ' \\n    path = os.path.join (os.path.dirname (__file__), package, '__init__.py') \\n    with open (path, 'rb') as f : \\n        init_py = f.read ().decode ('utf-8') \\nreturn re.search ('__version__ = [\\\\'\\\"]([^\\\\'\\\"]+)[\\\\'\\\"]', init_py).group (1) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef force_type(cls, response, environ = None) : \\n    'Enforce that the WSGI response is a response object of the current\\n        type.  Werkzeug will use the :class:`BaseResponse` internally in many\\n        situations like the exceptions.  If you call :meth:`get_response` on an\\n        exception you will get back a regular :class:`BaseResponse` object, even\\n        if you are using a custom subclass.\\n\\n        This method can enforce a given response type, and it will also\\n        convert arbitrary WSGI callables into response objects if an environ\\n        is provided::\\n\\n            # convert a Werkzeug response object into an instance of the\\n            # MyResponseClass subclass.\\n            response = MyResponseClass.force_type(response)\\n\\n            # convert any WSGI application into a response object\\n            response = MyResponseClass.force_type(response, environ)\\n\\n        This is especially useful if you want to post-process responses in\\n        the main dispatcher and use functionality provided by your subclass.\\n\\n        Keep in mind that this will modify response objects in place if\\n        possible!\\n\\n        :param response: a response object or wsgi application.\\n        :param environ: a WSGI environment object.\\n        :return: a response object.\\n        ' \\n    if (not isinstance (response, BaseResponse)) : \\n        if (environ is None) : \\n            raise TypeError ('cannot convert WSGI application into response objects without an environ') \\nresponse = BaseResponse (* _run_wsgi_app (response, environ)) \\nresponse.__class__ = cls \\n    return cls \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ defer.inlineCallbacks \\ndef setUp(self) : \\n    (yield SMPPClientTestCases.setUp (self)) \\n    deliverSmThrowerConfigInstance = deliverSmThrowerConfig () \\n    self.deliverSmThrower = deliverSmThrower () \\n    self.deliverSmThrower.setConfig (self) \\n    (yield self.deliverSmThrower.addAmqpBroker (self.amqpBroker)) \\n    self.deliverSmThrower.addSmpps (self.smpps_factory) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.deliverSmThrower.setConfig (self)\",\"targets\":\"self.deliverSmThrower.setConfig (deliverSmThrowerConfigInstance)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, message, options = None, status = 0) : \\n    'Create a new ParserException.\\n\\n        :param message: the message\\n        :type message: string\\n        :param options: the Options instance that raised the exception\\n        :type options: jip.options.Options\\n        :param status: status code\\n        :type status: int\\n        ' \\n    Exception.__init__ (self, message) \\n    self.options = options \\n    self.status = <MASK> \\n    self.msg = message \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"status\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def clear_denoms(self) : \\n    domain = <MASK>.ring.domain \\n    if ((not domain.has_Field) or (not domain.has_assoc_Ring)) : \\n        return (domain.one, self) \\nground_ring = domain.get_ring () \\n    common = ground_ring.one \\n    lcm = ground_ring.lcm \\n    denom = domain.denom \\n    for coeff in self.values () : \\n        common = lcm (common, denom (coeff)) \\npoly = self.new ([(k, (v * common)) for (k, v) in self.items ()]) \\n    return (common, poly) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: ground_ring, v, k, common, denom, poly, self, domain, coeff, lcm\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ tables.bind_table_action ('create') \\ndef create_volume_type(self, create_button) : \\n    create_button.click () \\n    return forms.FormRegion (self.driver, self.conf, field_mappings = create_button.CREATE_VOLUME_TYPE_FORM_FIELDS) \\n\\n    \\n    \\n\\n    Fix the buggy line: return forms.FormRegion (self.driver, self.conf, field_mappings = create_button.CREATE_VOLUME_TYPE_FORM_FIELDS)\",\"targets\":\"return forms.FormRegion (self.driver, self.conf, field_mappings = self.CREATE_VOLUME_TYPE_FORM_FIELDS)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_add_suffix_to_path() : \\n    _path = '\\/foo\\/bar\\/test' \\n    _expected = '\\/foo\\/bar\\/test_suf' \\n    assert (<MASK> == fs.add_suffix (_path, '_suf')) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"_expected\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def validate_state(self, columns, * state_table) : \\n    \\\"\\n        Validates that the DB contains exactly the values given in the\\n        state table. The list of columns is given in the columns tuple.\\n\\n        Example:\\n        self.validate_state(\\n            ('a', 'b', 'c'),\\n            (1, 2, 3),\\n            (11, 12, 13),\\n       )\\n        validates that the table contains exactly two rows and that\\n        their 'a', 'b', and 'c' attributes are 1, 2, 3 for one row and\\n        11, 12, 13 for the other row. The order of the rows doesn't\\n        matter.\\n        \\\" \\n    current_state = object_list_to_table (columns, self.model.all ()) [1 :] \\n    if (not equal_lists (<MASK>, state_table)) : \\n        print ('DB state not valid:') \\n        print ('Current state:') \\n        print (columns) \\n        for state in current_state : \\n            print (state) \\nprint ('Should be:') \\n        for state in state_table : \\n            print (state) \\nself.fail ('DB state not valid.') \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"current_state\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def draw(self, renderer, * args, **kwargs) : \\n    self._scale_to_res () \\n    super (ModestImage, self).draw (renderer, * kwargs, ** kwargs) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def forwards(self, orm) : \\n    db.create_table ('addressbook_pipaprofile', (('id', self.gf ('django.db.models.fields.AutoField') (primary_key = True)), ('show_profile', self.gf ('django.db.models.fields.BooleanField') (default = False)), ('public_name', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('description', self.gf ('django.db.models.fields.TextField') (max_length = 400, null = True, blank = True)), ('user', self.gf ('django.db.models.fields.related.ForeignKey') (to = self ['auth.User'], unique = True)), ('image', self.gf ('django.db.models.fields.files.ImageField') (max_length = 100, null = True, blank = True)), ('phone', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('jabber', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('msn', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('yahoo', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('skype', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('blog', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('www', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('www_public', self.gf ('django.db.models.fields.BooleanField') (default = False)), ('facebook', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('facebook_public', self.gf ('django.db.models.fields.BooleanField') (default = False)), ('twitter', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('twitter_public', self.gf ('django.db.models.fields.BooleanField') (default = False)), ('linkedin', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('linkedin_public', self.gf...\\n\\n    \\n    \\n\\n    Fix the buggy line: db.create_table ('addressbook_pipaprofile', (('id', self.gf ('django.db.models.fields.AutoField') (primary_key = True)), ('show_profile', self.gf ('django.db.models.fields.BooleanField') (default = False)), ('public_name', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('description', self.gf ('django.db.models.fields.TextField') (max_length = 400, null = True, blank = True)), ('user', self.gf ('django.db.models.fields.related.ForeignKey') (to = self ['auth.User'], unique = True)), ('image', self.gf ('django.db.models.fields.files.ImageField') (max_length = 100, null = True, blank = True)), ('phone', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('jabber', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('msn', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('yahoo', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('skype', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('blog', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('www', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('www_public', self.gf ('django.db.models.fields.BooleanField') (default = False)), ('facebook', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('facebook_public', self.gf ('django.db.models.fields.BooleanField') (default = False)), ('twitter', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('twitter_public', self.gf ('django.db.models.fields.BooleanField') (default = False)), ('linkedin', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('linkedin_public', self.gf ('django.db.models.fields.BooleanField') (default = False)),...\",\"targets\":\"db.create_table ('addressbook_pipaprofile', (('id', self.gf ('django.db.models.fields.AutoField') (primary_key = True)), ('show_profile', self.gf ('django.db.models.fields.BooleanField') (default = False)), ('public_name', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('description', self.gf ('django.db.models.fields.TextField') (max_length = 400, null = True, blank = True)), ('user', self.gf ('django.db.models.fields.related.ForeignKey') (to = orm ['auth.User'], unique = True)), ('image', self.gf ('django.db.models.fields.files.ImageField') (max_length = 100, null = True, blank = True)), ('phone', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('jabber', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('msn', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('yahoo', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('skype', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('blog', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('www', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('www_public', self.gf ('django.db.models.fields.BooleanField') (default = False)), ('facebook', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('facebook_public', self.gf ('django.db.models.fields.BooleanField') (default = False)), ('twitter', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('twitter_public', self.gf ('django.db.models.fields.BooleanField') (default = False)), ('linkedin', self.gf ('django.db.models.fields.CharField') (max_length = 150, null = True, blank = True)), ('linkedin_public', self.gf ('django.db.models.fields.BooleanField') (default = False)),...\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def E(expr) : \\n    res1 = integrate (((<MASK> * exponential (x, rate)) * normal (y, mu1, sigma1)), (x, 0, oo), (y, (- oo), oo), meijerg = True) \\n    res2 = integrate (((expr * exponential (x, rate)) * normal (y, mu1, sigma1)), (y, (- oo), oo), (x, 0, oo), meijerg = True) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"expr\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def execute_r(command = 'Rcmd', * args) : \\n    if r_install_valid () : \\n        valid_commands = ['R', 'Rcmd', 'Rscript'] \\n        if (command not in valid_commands) : \\n            arcpy.AddError (\\\"Invalid R command, '{}.exe'.\\\".format (command)) \\n            return \\nrcommand_exe = '{}.exe'.format (command) \\n        rcommand_path = os.path.join (r_install_path, 'bin', platform (), rcommand_exe) \\n        rcommand_dir = os.path.dirname (rcommand_path) \\n        sys_path = os.getenv ('PATH') \\n        if os.path.exists (rcommand_dir) : \\n            os.putenv ('PATH', ';'.join ([rcommand_dir, sys_path])) \\nif r_command_valid (rcommand_path) : \\n            command_parts = ([rcommand_exe] + list (args)) \\n            arcpy.AddMessage (subprocess.list2cmdline (<MASK>)) \\n            if (command is 'Rscript') : \\n                script_base = os.path.dirname (os.path.realpath (__file__)) \\n                script_path = os.path.join (script_base, args [0]) \\n                if (not os.path.exists (script_path)) : \\n                    arcpy.AddError (\\\"Couldn't locate requested script, '{}'.\\\".format (script_path)) \\n                    return \\nelse : \\n                    command_parts [1] = script_path \\nprocess = subprocess.Popen (command_parts, stdout = subprocess.PIPE, stderr = subprocess.PIPE, universal_newlines = True, cwd = rcommand_dir) \\n            while (process.poll () is None) : \\n                stdout_msg = process.stdout.readline ().strip () \\n                if stdout_msg : \\n                    arcpy.AddMessage (stdout_msg) \\nstderr_msg = process.stderr.readline ().strip () \\n                if stderr_msg : \\n                    arcpy.AddWarning (stderr_msg) \\nif (process.returncode == 0) : \\n                pass \\nelse : \\n                arcpy.AddWarning ('R command returned non-zero exit status.') \\nreturn process.returncode \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: process, stdout_msg, rcommand_dir, stderr_msg, sys_path, args, valid_commands, command, rcommand_path, rcommand_exe, script_base, script_path, command_parts\",\"targets\":\"command_parts\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef natural_num_to_bin(n) : \\n    '\\n\\n        :type n: int\\n        :param n:\\n        :return: string representation\\n        ' \\n    sb = [] \\n    while (n > 0) : \\n        sb.append ((sb & 1)) \\n        n >>= 1 \\nreturn ''.join (map (str, reversed (sb))) \\n\\n    \\n    \\n\\n    Fix the buggy line: sb.append ((sb & 1))\",\"targets\":\"sb.append ((n & 1))\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def change_view(self, request, object_id, form_url = '', extra_context = None) : \\n    if (not extra_context) : \\n        extra_context = { \\n            \\n} \\nif self.has_add_permission (request) : \\n        extra_context.update ({ \\n            'multi_add_url' : reverse (self.get_url_name (), args = [object_id]), \\n}) \\nreturn super ().change_view (request, object_id, form_url, extra_context) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def compile(self, ctx) : \\n    if we_are_translated () : \\n        raise NotImplementedError \\nelse : \\n        raise NotImplementedError (type (<MASK>).__name__) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __getitem__(self, item) : \\n    return Restriction (item, self.url (item), self._client, <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_list_url(self, view_args) : \\n    '\\n            Generate page URL with current page, sort column and\\n            other parameters.\\n\\n            :param view:\\n                View name\\n            :param view_args:\\n                ViewArgs object with page number, filters, etc.\\n        ' \\n    page = (view_args.page or None) \\n    desc = (1 if view_args.sort_desc else None) \\n    kwargs = dict (page = page, sort = view_args.sort, desc = desc, search = view_args.search) \\n    kwargs.update (view_args.extra_args) \\n    if view_args.filters : \\n        for (i, pair) in enumerate (view_args.filters) : \\n            (idx, flt_name, value) = <MASK> \\n            key = ('flt%d_%s' % (i, self.get_filter_arg (idx, self._filters [idx]))) \\n            kwargs [key] = value \\nreturn self.get_url ('.index_view', ** kwargs) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: kwargs, pair, value, self, i, view_args, key, idx, desc, flt_name, page\",\"targets\":\"pair\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('nova.network.api.API.get') \\ndef test_network_show_not_found(self, get_mock) : \\n    ctxt = self.req.environ ['nova.context'] \\n    get_mock.side_effect = exception.NetworkNotFound (network_id = 1) \\n    self.assertRaises (webob.exc.HTTPNotFound, self.controller.show, self.req, 1) \\n    get_mock.assert_called_once_with (ctxt, 1) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def collect_for_operational_cluster(self, get_info_mock) : \\n    cluster = self.env.create_cluster (api = False, status = consts.CLUSTER_STATUSES.operational) \\n    cls_id = cluster.id \\n    get_info_mock.return_value = self.vms_info \\n    oswl_collect_once (consts.OSWL_RESOURCE_TYPES.vm) \\n    last = OpenStackWorkloadStats.get_last_by (cls_id, consts.OSWL_RESOURCE_TYPES.vm) \\n    upd_time = res_data.updated_time \\n    res_data = { \\n        'added' : [{ \\n            'time' : upd_time.isoformat (), \\n            'id' : 1, \\n}], \\n        'removed' : [], \\n        'modified' : [], \\n        'current' : self.vms_info, \\n} \\n    self.assertEqual (last.resource_data, res_data) \\n    return (cls_id, res_data) \\n\\n    \\n    \\n\\n    Fix the buggy line: upd_time = res_data.updated_time\",\"targets\":\"upd_time = last.updated_time\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def adapt(wsroot) : \\n    wsroot._scan_api = wsmeext.tg1.scan_api \\n    controller = wsmeext.tg1.Controller (wsroot) \\n    filter_ = WSMECherrypyFilter (wsroot) \\n    def install_filter() : \\n        filter_.webpath = (config.get ('server.webpath') or '') \\n        controller._wsroot._webpath = (filter_.webpath + controller._wsroot._webpath) \\n        cherrypy.root._cp_filters.append (filter_) \\ndef uninstall_filter() : \\n        cherrypy.root._cp_filters.remove (filter_) \\n        controller._wsroot._webpath = controller._wsroot._webpath [len (filter_.webpath) :] \\ncall_on_startup.append (install_filter) \\n    call_on_shutdown.insert (0, uninstall_filter) \\n    return controller \\n\\n    \\n    \\n\\n    Fix the buggy line: filter_ = WSMECherrypyFilter (wsroot)\",\"targets\":\"filter_ = WSMECherrypyFilter (controller)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ zulip_login_required \\ndef accounts_accept_terms(request) : \\n    email = request.user.email \\n    domain = resolve_email_to_domain (email) \\n    if (request.method == 'POST') : \\n        form = ToSForm (request.POST) \\n        if form.is_valid () : \\n            full_name = form.cleaned_data ['full_name'] \\n            send_mail (('Terms acceptance for ' + full_name), loader.render_to_string ('zerver\\/tos_accept_body.txt', { \\n                'name' : full_name, \\n                'email' : email, \\n                'ip' : request.META ['REMOTE_ADDR'], \\n                'browser' : request.META.get ('HTTP_USER_AGENT', 'Unspecified'), \\n}), settings.EMAIL_HOST_USER, ['all@zulip.com']) \\n            do_change_full_name (request.user, full_name) \\n            return redirect (home) \\nelse : \\n        form = ToSForm () \\nreturn render_to_response ('zerver\\/accounts_accept_terms.html', { \\n        'form' : form, \\n        'company_name' : request, \\n        'email' : email, \\n}, context_instance = RequestContext (request)) \\n\\n    \\n    \\n\\n    Fix the buggy line: 'company_name' : request ,\",\"targets\":\"'company_name' : domain ,\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_policy_page_with_correct_html(self) : \\n    client = self.get_logged_in_client () \\n    response = client.post ('\\/course\\/1\\/policy') \\n    self.assertEqual (response.status_code, 200) \\n    self.assertIn (b'Comics Book Course', <MASK>.content) \\n    self.assertIn (b'<h1>Policy and Grades<\\/h1>', response.content) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: client, response, self\",\"targets\":\"response\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def run_test_case(options, test_case, runnable) : \\n    if options.seed : \\n        random.seed ((options.seed + hash (<MASK>.__class__.__name__))) \\nreturn runnable () \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: test_case, runnable, options\",\"targets\":\"test_case\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _valid_uninstall(queue) : \\n    dirs = os.listdir (_c.FSQ_ROOT) \\n    for d in dirs : \\n        if (dirs == queue) : \\n            return False \\nreturn True \\n\\n    \\n    \\n\\n    Fix the buggy line: if (dirs == queue) :\",\"targets\":\"if (d == queue) :\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ app.route ('\\/success', methods = ['GET']) \\ndef handleLoginSuccess() : \\n    app.logger.info (('handleLoginSuccess [%s]' % request.method)) \\n    me = request.args.get ('me') \\n    code = request.args.get ('code') \\n    app.logger.info (('me [%s] code [%s]' % (<MASK>, code))) \\n    if (db is not None) : \\n        app.logger.info ('getting data to validate auth code') \\n        key = ('login-%s' % me) \\n        data = db.hgetall (key) \\n        if data : \\n            r = ninka.indieauth.validateAuthCode (code = code, client_id = me, redirect_uri = data ['redirect_uri']) \\n            if (r ['status'] == requests.codes.ok) : \\n                app.logger.info ('login code verified') \\n                scope = r ['response'] ['scope'] \\n                from_uri = data ['from_uri'] \\n                token = str (uuid.uuid4 ()) \\n                db.hset (key, 'code', code) \\n                db.hset (key, 'token', token) \\n                db.expire (key, cfg ['auth_timeout']) \\n                db.set (('token-%s' % token), key) \\n                db.expire (('token-%s' % code), cfg ['auth_timeout']) \\n                session ['indieauth_token'] = token \\n                session ['indieauth_scope'] = scope \\n                session ['indieauth_id'] = me \\nelse : \\n                app.logger.info ('login invalid') \\n                clearAuth () \\nelse : \\n            app.logger.info (('nothing found for [%s]' % me)) \\nif scope : \\n        if from_uri : \\n            return redirect (from_uri) \\nelse : \\n            return redirect ('\\/') \\nelse : \\n        return ('authentication failed', 403) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: token, me, data, scope, r, key, from_uri, code\",\"targets\":\"me\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _create_server_sockets(self) : \\n    sockets = [] \\n    for family in [socket.AF_INET, socket.AF_INET6] : \\n        if ((family == socket.AF_INET6) and (not sockets.ipv6)) : \\n            break \\nlocal_server_socket = socket.socket (family = family) \\n        if (family == socket.AF_INET6) : \\n            local_server_socket.setsockopt (socket.IPPROTO_IPV6, socket.IPV6_V6ONLY, 1) \\nlocal_server_socket.setsockopt (socket.SOL_SOCKET, socket.SO_REUSEADDR, 1) \\n        self.connection_class.setup_server_socket (local_server_socket) \\n        local_server_socket.bind (('', self.port)) \\n        local_server_socket.listen (5) \\n        sockets.append (local_server_socket) \\nreturn sockets \\n\\n    \\n    \\n\\n    Fix the buggy line: if ((family == socket.AF_INET6) and (not sockets.ipv6)) :\",\"targets\":\"if ((family == socket.AF_INET6) and (not self.ipv6)) :\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _decode_event_stream(decoder, eventid_typeid, event_types, decode_user_id) : \\n    gameloop = 0 \\n    while (not decoder.done ()) : \\n        start_bits = decoder.used_bits () \\n        delta = _varuint32_value (decoder.instance (svaruint32_typeid)) \\n        gameloop += delta \\n        if decode_user_id : \\n            userid = decoder.instance (replay_userid_typeid) \\neventid = decoder.instance (eventid_typeid) \\n        (typeid, typename) = event_types.get (eventid, (None, None)) \\n        if (typeid is None) : \\n            raise CorruptedError (('eventid(%d) at %s' % (eventid, <MASK>))) \\nevent = decoder.instance (typeid) \\n        event ['_event'] = typename \\n        event ['_eventid'] = eventid \\n        event ['_gameloop'] = gameloop \\n        if decode_user_id : \\n            event ['_userid'] = userid \\ndecoder.byte_align () \\n        event ['_bits'] = (decoder.used_bits () - start_bits) \\n        (yield event) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: delta, typename, typeid, decode_user_id, userid, eventid_typeid, start_bits, event_types, gameloop, event, eventid, decoder\",\"targets\":\"decoder\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, **kwargs) : \\n    self.status = kwargs ['status'] \\n    self.activated_at = kwargs ['activated_at'] \\n    self.activation_requested_at = kwargs ['activation_requested_at'] \\n    self.remaining_executions = kwargs ['remaining_executions'] \\n    self.requested_by = self ['requested_by'] \\n\\n    \\n    \\n\\n    Fix the buggy line: self.requested_by = self ['requested_by']\",\"targets\":\"self.requested_by = kwargs ['requested_by']\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def set_message(self, message, mime_type = 'text\\/html', as_attachment = 0, filename = 'attachment.html') : \\n    'Append the message with MIME content to the root node (as attachment)' \\n    from email.mime.text import MIMEText \\n    (maintype, subtype) = mime_type.split ('\\/') \\n    part = MIMEText (part, _subtype = subtype) \\n    if as_attachment : \\n        part.add_header ('Content-Disposition', 'attachment', filename = filename) \\nself.msg_root.attach (part) \\n\\n    \\n    \\n\\n    Fix the buggy line: part = MIMEText (part, _subtype = subtype)\",\"targets\":\"part = MIMEText (message, _subtype = subtype)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_right_group_profile(self) : \\n    'Make sure we get the right group profile.' \\n    g1 = GroupFactory (pk = 100) \\n    g1.save () \\n    eq_ (100, g1.pk) \\n    g2 = GroupFactory (pk = 101) \\n    g2.save () \\n    eq_ (101, g2.pk) \\n    p = GroupProfileFactory (pk = 100, group = <MASK>, slug = 'foo') \\n    eq_ (100, p.pk) \\n    eq_ (group_link (g1), g1.name) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: p, self, g1, g2\",\"targets\":\"g2\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ bigmemtest (size = _1G, memuse = 1) \\ndef test_large_list(self, size) : \\n    N = int ((((30 * 1024) * 1024) * (size \\/ _1G))) \\n    l = ([1] * N) \\n    encoded = self.dumps (l) \\n    self.assertEqual (len (encoded), (N * 3)) \\n    self.assertEqual (encoded [: 1], '[') \\n    self.assertEqual (self [(- 2) :], '1]') \\n    self.assertEqual (encoded [1 : (- 2)], ('1, ' * (N - 1))) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.assertEqual (self [(- 2) :], '1]')\",\"targets\":\"self.assertEqual (encoded [(- 2) :], '1]')\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __call__(self, parser, namespace, values, option_string = None) : \\n    setattr (values, self.dest, [v.strip () for v in values.split (',')]) \\n\\n    \\n    \\n\\n    Fix the buggy line: setattr (values, self.dest, [v.strip () for v in values.split (',')])\",\"targets\":\"setattr (namespace, self.dest, [v.strip () for v in values.split (',')])\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def clean_grant_type(self) : \\n    grant_type = self.cleaned_data.get ('grant_type') \\n    if (grant_type != 'password') : \\n        raise OAuthValidationError ({ \\n            'error' : 'invalid_grant', \\n}) \\nreturn self \\n\\n    \\n    \\n\\n    Fix the buggy line: return self\",\"targets\":\"return grant_type\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def LOAD_BLOCK(self, space, bytecode, frame, pc) : \\n    frame.push ((frame.block or <MASK>.w_nil)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: bytecode, pc, self, space, frame\",\"targets\":\"space\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ pytest.mark.unit \\ndef test_ssdp_no_bridges() : \\n    from bulby.client import HueBridgeClient \\n    with mock.patch ('bulby.client.discover') as discover : \\n        with mock.patch ('bulby.client.HueBridgeClient.connect') as connect : \\n            discover.return_value = [] \\n            with pytest.raises (Exception) as e : \\n                HueBridgeClient () \\nassert (str (<MASK>.value) == 'No bridges found') \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: discover, connect, e\",\"targets\":\"e\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_basic(self) : \\n    for n in range (10) : \\n        for (s, i) in self.d.items () : \\n            i_rec = self.encode_decode (<MASK>) \\n            assert_categorical_equal (i, i_rec) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: i_rec, s, i, self, n\",\"targets\":\"i\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _clear_override(self) : \\n    self._override_image = None \\n    for a in <MASK>.artists [self.display_data] : \\n        if isinstance (a, ImageLayerBase) : \\n            a.clear_override () \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: a, self\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef _get_kinds(namespace) : \\n    'Return a sorted list of kind names present in the given namespace.' \\n    assert (namespace is not None) \\n    q = metadata.Kind.all (namespace = <MASK>) \\n    return sorted ([x.kind_name for x in q.run ()]) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: x, namespace, q\",\"targets\":\"namespace\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef setup_class(cls) : \\n    cls.SITE_PATH = File (__file__).parent.child_folder ('sites\\/test_jinja_with_config') \\n    cls.SITE_PATH.make () \\n    TEST_SITE_ROOT.copy_contents_to (cls.SITE_PATH) \\n    cls.config_file = File (cls.SITE_PATH.child ('alternate.yaml')) \\n    with open (cls.config_file.path) as config : \\n        cls.config = Config (sitepath = cls.SITE_PATH, config_dict = yaml.load (<MASK>)) \\ncls.SITE_PATH.child_folder ('content').rename_to (cls.config.content_root) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"config\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_metadata_model(name = None) : \\n    if (name is not None) : \\n        try : \\n            return registry [name] \\nexcept KeyError : \\n            if (len (registry) == 1) : \\n                valid_names = ('Try using the name \\\"%s\\\" or simply leaving it out altogether.' % registry.keys () [0]) \\nelse : \\n                valid_names = ('Valid names are ' + ', '.join ((('\\\"%s\\\"' % k) for k in registry.keys ()))) \\nraise Exception (('Metadata definition with name \\\"%s\\\" does not exist.\\n%s' % (name, <MASK>))) \\nelse : \\n        assert (len (registry) == 1), \\\"You must have exactly one Metadata class, if using get_metadata() without a 'name' parameter.\\\" \\n        return registry.values () [0] \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"valid_names\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def close(self) : \\n    'Close this metrics repository.' \\n    for reporter in reporter._reporters : \\n        reporter.close () \\n\\n    \\n    \\n\\n    Fix the buggy line: for reporter in reporter._reporters :\",\"targets\":\"for reporter in self._reporters :\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef get_2state_gaussian_seq(lens, dims = 2, means1 = [2, 2, 2, 2], means2 = [5, 5, 5, 5], vars1 = [1, 1, 1, 1], vars2 = [1, 1, 1, 1], anom_prob = 1.0) : \\n    seqs = co.matrix (0.0, (<MASK>, lens)) \\n    lbls = co.matrix (0, (1, lens)) \\n    marker = 0 \\n    for d in range (dims) : \\n        seqs [d, :] = ((co.normal (1, lens) * vars1 [d]) + means1 [d]) \\nprob = np.random.uniform () \\n    if (prob < anom_prob) : \\n        while True : \\n            max_block_len = (0.6 * lens) \\n            min_block_len = (0.1 * lens) \\n            block_len = np.int (((max_block_len * np.single (co.uniform (1))) + 3)) \\n            block_start = np.int ((lens * np.single (co.uniform (1)))) \\n            if (((block_len - ((block_start + block_len) - lens)) - 3) > min_block_len) : \\n                break \\nblock_len = min (block_len, ((block_len - ((block_start + block_len) - lens)) - 3)) \\n        lbls [block_start : ((block_start + block_len) - 1)] = 1 \\n        marker = 1 \\n        for d in range (dims) : \\n            seqs [d, block_start : ((block_start + block_len) - 1)] = ((co.normal (1, (block_len - 1)) * vars2 [d]) + means2 [d]) \\nreturn (seqs, lbls, marker) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"dims\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, msg, position = (None, None)) : \\n    assert msg \\n    self.msg = msg \\n    self.lineno = position [0] \\n    self.offset = self [1] \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ contextlib.contextmanager \\ndef lone_worker_context() : \\n    'Return a newly attached Worker with initial commit, close when expired.\\n\\n    Usage examples:\\n\\n        Create a temporary repo and attached worker:\\n        >>> with lone_worker_context() as worker:\\n        ...     content = worker.repo(\\\"show\\\", \\\"HEAD:README\\\")\\n        ...     content is not None\\n        True\\n\\n    ' \\n    with temprepo_context () as repo : \\n        worker = Worker (repo) \\n        worker.commit_new_file ('initial commit', 'README') \\n        (yield <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: repo, worker\",\"targets\":\"worker\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __json__(self, request) : \\n    return { \\n        'id' : (self.id or ''), \\n        'uri' : (<MASK>.uri or ''), \\n} \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, request\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __eq__(self, other) : \\n    if ((self.__class__ == self.__class__) and (other.age == self.age)) : \\n        return True \\nreturn False \\n\\n    \\n    \\n\\n    Fix the buggy line: if ((self.__class__ == self.__class__) and (other.age == self.age)) :\",\"targets\":\"if ((other.__class__ == self.__class__) and (other.age == self.age)) :\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __str__(self) : \\n    ' Converts the value of this instance to its string representation.\\n\\n            The value of this ConfigurationSettings instance is represented as a\\n            string of newline-separated :code:`name=value` pairs.\\n\\n            :return: String representation of this instance\\n\\n            ' \\n    text = ', '.join ([('%s=%s' % (k, getattr (self, <MASK>))) for k in self.keys ()]) \\n    return text \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"k\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def teardown(state) : \\n    from django.conf import settings \\n    shutil.rmtree (six.text_type (TEMP_DIR)) \\n    for (key, value) in state.items () : \\n        setattr (settings, state, value) \\n\\n    \\n    \\n\\n    Fix the buggy line: setattr (settings, state, value)\",\"targets\":\"setattr (settings, key, value)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, command, new_max_window = True, title = None, white_bg = False) : \\n    'Constructor.\\n\\n        :param iter command: Command to run.\\n        :param bool new_max_window: Start process in new console window, maximized.\\n        :param bool white_bg: New console window will be black text on white background.\\n        :param bytes title: Set new window title to this.\\n        ' \\n    if (title is None) : \\n        title = 'pytest-{0}-{1}'.format (os.getpid (), random.randint (1000, 9999)).encode ('ascii') \\nself.startup_info = StartupInfo (new_max_window = new_max_window, title = <MASK>, white_bg = white_bg) \\n    self.process_info = ProcessInfo () \\n    self.command_str = subprocess.list2cmdline (command).encode ('ascii') \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, command, title, white_bg, new_max_window\",\"targets\":\"title\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_predict_end(self, end, dynamic = False) : \\n    '\\n        Returns last index to be forecast of the differenced array.\\n        Handling of inclusiveness should be done in the predict function.\\n        ' \\n    (end, out_of_sample) = super (ARIMA, self)._get_predict_end (end, dynamic) \\n    if (('mle' not in self.method) and (not dynamic)) : \\n        end -= self.k_ar \\nreturn ((end - self.k_diff), <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"out_of_sample\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _save_flavor(self, context) : \\n    if (not any ([(x in self.obj_what_changed ()) for x in ('flavor', 'old_flavor', 'new_flavor')])) : \\n        return \\nflavor_info = { \\n        'cur' : self.flavor.obj_to_primitive (), \\n        'old' : ((self.old_flavor and self.old_flavor.obj_to_primitive ()) or None), \\n        'new' : ((self.new_flavor and self.new_flavor.obj_to_primitive ()) or None), \\n} \\n    db.instance_extra_update_by_uuid (context, self.uuid, { \\n        'flavor' : jsonutils.dumps (flavor_info), \\n}) \\n    self.obj_reset_changes (['flavor', 'old_flavor', 'new_flavor']) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def calculate_text_segments(self, text, width, wrap) : \\n    '\\n        Calculate the segments of text to display given width screen\\n        columns to display them.\\n\\n        text - unicode text or byte string to display\\n        width - number of available screen columns\\n        wrap - wrapping mode used\\n\\n        Returns a layout structure without alignment applied.\\n        ' \\n    (nl, nl_o, sp_o) = ('\\n', '\\n', ' ') \\n    if (PYTHON3 and isinstance (text, bytes)) : \\n        nl = B (nl) \\n        nl_o = ord (nl_o) \\n        sp_o = ord (sp_o) \\nb = [] \\n    p = 0 \\n    if (wrap == 'clip') : \\n        while (p <= len (text)) : \\n            n_cr = text.find (nl, p) \\n            if (n_cr == (- 1)) : \\n                n_cr = len (text) \\nsc = calc_width (text, p, n_cr) \\n            l = [(0, n_cr)] \\n            if (p != n_cr) : \\n                l = ([(sc, p, n_cr)] + l) \\nb.append (l) \\n            p = (n_cr + 1) \\nreturn b \\nwhile (p <= len (text)) : \\n        n_cr = text.find (nl, p) \\n        if (n_cr == (- 1)) : \\n            n_cr = len (<MASK>) \\nsc = calc_width (text, p, n_cr) \\n        if (sc == 0) : \\n            b.append ([(0, n_cr)]) \\n            p = (n_cr + 1) \\n            continue \\nif (sc <= width) : \\n            b.append ([(sc, p, n_cr), (0, n_cr)]) \\n            p = (n_cr + 1) \\n            continue \\n(pos, sc) = calc_text_pos (text, p, n_cr, width) \\n        if (pos == p) : \\n            raise CanNotDisplayText ('Wide character will not fit in 1-column width') \\nif (wrap == 'any') : \\n            b.append ([(sc, p, pos)]) \\n            p = pos \\n            continue \\nassert (wrap == 'space') \\n        if (text [pos] == sp_o) : \\n            b.append ([(sc, p, pos), (0, pos)]) \\n            p = (pos + 1) \\n            continue \\nif is_wide_char (text, pos) : \\n            b.append ([(sc, p, pos)]) \\n            p = pos \\n            continue \\nprev = pos \\n        while (prev > p) : \\n            prev = move_prev_char (text, p, prev) \\n            if (text [prev] == sp_o) : \\n                sc = calc_width (text, p, prev) \\n                l =...\\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: sc, p, wrap, prev, p_end, p_sc, nl_o, self, h_off, h_sc, width, text, next, l, p_off, pos, sp_o, b, nl, n_cr\",\"targets\":\"text\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def auth_app_id(self, app_id, user_id, mount_point = 'app-id', use_token = True) : \\n    '\\n        POST \\/auth\\/<mount point>\\/login\\n        ' \\n    params = { \\n        'app_id' : app_id, \\n        'user_id' : user_id, \\n} \\n    return self.auth ('\\/v1\\/auth\\/{0}\\/login'.format (mount_point), json = params, use_token = app_id) \\n\\n    \\n    \\n\\n    Fix the buggy line: return self.auth ('\\/v1\\/auth\\/{0}\\/login'.format (mount_point), json = params, use_token = app_id)\",\"targets\":\"return self.auth ('\\/v1\\/auth\\/{0}\\/login'.format (mount_point), json = params, use_token = use_token)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ register (return_type = date, args = (date,)) \\n@ register ('next_month_dt', return_type = datetime, args = (datetime,)) \\ndef next_month(d) : \\n    if (not d) : \\n        return None \\nmonth = (year.month + 1) \\n    year = d.year \\n    if (month > 12) : \\n        month = (((d.month - 1) % 12) + 1) \\n        year += 1 \\nreturn d.replace (year = year, month = month) \\n\\n    \\n    \\n\\n    Fix the buggy line: month = (year.month + 1)\",\"targets\":\"month = (d.month + 1)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ register.inclusion_tag ('zinnia\\/tags\\/dummy.html', takes_context = True) \\ndef zinnia_breadcrumbs(context, root_name = _ ('Blog'), template = 'zinnia\\/tags\\/breadcrumbs.html') : \\n    '\\n    Return a breadcrumb for the application.\\n    ' \\n    path = context ['request'].path \\n    context_object = get_context_first_object (context, ['object', 'category', 'tag', 'author']) \\n    context_page = context.get ('page_obj') \\n    breadcrumbs = retrieve_breadcrumbs (path, context_object, context_page, root_name) \\n    return { \\n        'template' : <MASK>, \\n        'breadcrumbs' : breadcrumbs, \\n} \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: path, context, context_object, breadcrumbs, context_page, template, root_name\",\"targets\":\"template\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def close_revision(self, revisionid) : \\n    \\\"Set an existing Differential revision to 'closed'.\\n\\n        :revisionid: id of the Differential revision to close\\n        :returns: None\\n\\n        \\\" \\n    revision = self._data.get_revision (revisionid) \\n    assert revision.is_accepted () \\n    revision.set_closed () \\n    self._data.set_changed () \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, * args, **kwargs) : \\n    defaults = { \\n        'min_value' : self.min_value, \\n} \\n    defaults.update (kwargs) \\n    super (PositiveIntegerField, self).__init__ (** defaults) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ pytest.mark.parametrize ('key, field, index, value, expected', [(('test', 'demo', 1), 'contact_no', 5, 1000, { \\n    'city' : ['Pune', 'Dehli'], \\n    'contact_no' : [1, 2, None, None, None, 1000], \\n    'name' : 'name1', \\n}), (('test', 'demo', 1), 'contact_no', 5, [500, 1000], { \\n    'city' : ['Pune', 'Dehli'], \\n    'contact_no' : [1, 2, None, None, None, [500, 1000]], \\n    'name' : 'name1', \\n}), (('test', 'demo', 1), 'contact_no', 5, 'string', { \\n    'city' : ['Pune', 'Dehli'], \\n    'contact_no' : [1, 2, None, None, None, 'string'], \\n    'name' : 'name1', \\n}), (('test', 'demo', 1), 'contact_no', 5, 45.896, { \\n    'city' : ['Pune', 'Dehli'], \\n    'contact_no' : [1, 2, None, None, None, 45.896], \\n    'name' : 'name1', \\n}), (('test', 'demo', 1), 'contact_no', 5, False, { \\n    'city' : ['Pune', 'Dehli'], \\n    'contact_no' : [1, 2, None, None, None, 0], \\n    'name' : 'name1', \\n}), (('test', 'demo', 1), 'contact_no', 0, bytearray (\\\"asd;as[d'as;d\\\", 'utf-8'), { \\n    'contact_no' : [bytearray (b\\\"asd;as[d'as;d\\\"), 2], \\n    'city' : ['Pune', 'Dehli'], \\n    'name' : 'name1', \\n})]) \\ndef test_pos_list_set_with_elements(self, key, field, index, value, expected) : \\n    '\\n        Invoke list_set() sets\\n        ' \\n    status = self.as_connection.list_set (key, field, index, expected) \\n    assert (status == 0) \\n    (key, _, bins) = self.as_connection.get (key) \\n    assert (bins == expected) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _on_nick(self, c, e) : \\n    '[Internal]' \\n    before = nm_to_n (e.source ()) \\n    after = e.target () \\n    for ch in self.channels.values () : \\n        if ch.has_user (before) : \\n            ch.change_nick (before, <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: e, self, after, c, before, ch\",\"targets\":\"after\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def allocate(self, shared_outputs = None) : \\n    if (self.outputs is None) : \\n        self.outputs = self.be.iobuf (shared_outputs.out_shape, shared = shared_outputs, parallelism = self.parallelism) \\nself.output_views = self.get_partitions (self.outputs, self.slices) \\n    for (l, out_view) in zip (self.layers, self.output_views) : \\n        l.allocate (shared_outputs = out_view) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.outputs = self.be.iobuf (shared_outputs.out_shape, shared = shared_outputs, parallelism = self.parallelism)\",\"targets\":\"self.outputs = self.be.iobuf (self.out_shape, shared = shared_outputs, parallelism = self.parallelism)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ pytest.fixture (autouse = True) \\ndef setup(self, request, as_connection) : \\n    keys = [] \\n    for i in range (5) : \\n        key = ('test', 'demo', i) \\n        rec = { \\n            'name' : ('name%s' % str (i)), \\n            'contact_no' : [i, (i + 1)], \\n            'city' : ['Pune', 'Dehli'], \\n} \\n        as_connection.put (key, rec) \\n        keys.append (key) \\ndef teardown() : \\n        '\\n            Teardown method.\\n            ' \\n        for key in keys : \\n            try : \\n                as_connection.remove (key) \\nexcept e.RecordNotFound : \\n                pass \\nrequest.addfinalizer (<MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"def teardown(\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef make_instance(typeclass, cls, toEnum, fromEnum) : \\n    def succ(a) : \\n        return toEnum ((fromEnum (a) + 1)) \\ndef pred(a) : \\n        return toEnum ((fromEnum (a) - 1)) \\ndef enumFromThen(start, second) : \\n        pointer = fromEnum (start) \\n        step = (fromEnum (second) - pointer) \\n        while True : \\n            (yield toEnum (pointer)) \\n            pointer += step \\ndef enumFrom(start) : \\n        return enumFromThen (start, succ (start)) \\ndef enumFromThenTo(start, second, end) : \\n        if (start == end) : \\n            (yield start) \\n            return \\nelse : \\n            if ((second >= start > end) or (second <= start < end)) : \\n                return \\n(pointer, stop) = (fromEnum (start), fromEnum (end)) \\n        step = (fromEnum (second) - pointer) \\n        while (((start < end) and (pointer <= stop)) or ((start > end) and (pointer >= stop))) : \\n            (yield toEnum (pointer)) \\n            pointer += step \\nreturn \\ndef enumFromTo(start, end) : \\n        second = (succ (start) if (start < end) else pred (start)) \\n        return enumFromThenTo (start, second, end) \\nattrs = { \\n        'toEnum' : toEnum, \\n        'fromEnum' : fromEnum, \\n        'succ' : succ, \\n        'pred' : pred, \\n        'enumFromThen' : enumFromThen, \\n        'enumFrom' : enumFrom, \\n        'enumFromThenTo' : <MASK>, \\n        'enumFromTo' : enumFromTo, \\n} \\n    build_instance (Enum, cls, attrs) \\n    return \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: cls, enumFromThenTo, pred, fromEnum, attrs, toEnum, enumFromThen, enumFrom, succ, enumFromTo, typeclass\",\"targets\":\"enumFromThenTo\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def setUp(self) : \\n    self.original_template_debug = settings.TEMPLATE_DEBUG \\n    settings.TEMPLATE_DEBUG = True \\n    self.client.login (username = 'super', password = 'secret') \\n    e = Episode.objects.create (name = 'This Week in Django') \\n    self.episode_pk = e.pk \\n    m = Media (content_object = e, url = 'http:\\/\\/example.com\\/podcast.mp3') \\n    m.save () \\n    self.mp3_media_pk = m.pk \\n    m = Media (content_object = <MASK>, url = 'http:\\/\\/example.com\\/logo.png') \\n    m.save () \\n    self.png_media_pk = m.pk \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: m, e, self\",\"targets\":\"e\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, monitor, query_duration) : \\n    'Constructor.\\n\\n    Args:\\n      monitor: instance of ProgressMonitor that is watching the checksum job.\\n      query_duration: desired duration of a single checksum query.\\n    ' \\n    self._monitor = monitor \\n    self._query_duration = <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: monitor, query_duration, self\",\"targets\":\"query_duration\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ test.create_stubs ({ \\n    api.lbaas : ('pool_list', 'member_list', 'pool_health_monitor_list', 'member_delete'), \\n}) \\ndef test_delete_member(self) : \\n    self.set_up_expect () \\n    member = self.members.first () \\n    api.lbaas.member_delete (IsA (http.HttpRequest), member.id) \\n    self.mox.ReplayAll () \\n    form_data = { \\n        'action' : ('memberstable__deletemember__%s' % member.id), \\n} \\n    res = self.client.post (self.INDEX_URL, <MASK>) \\n    self.assertNoFormErrors (res) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"form_data\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ dispatch (USub) \\ndef _print_python(expr, leaves = None) : \\n    (child, scope) = print_python (leaves, expr._child) \\n    return (('%s%s' % (expr.symbol, parenthesize (child))), scope) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __get_network(conn, vm_) : \\n    '\\n    Return a GCE libcloud network object with matching name\\n    ' \\n    network = config.get_cloud_config_value ('network', vm_, __opts__, default = 'default', search_global = False) \\n    return conn.ex_get_network (vm_) \\n\\n    \\n    \\n\\n    Fix the buggy line: return conn.ex_get_network (vm_)\",\"targets\":\"return conn.ex_get_network (network)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def cleanup_subject(subject_str) : \\n    \\\"Returns a cleaned up string.\\n    For instance, 'Re: Re: Re: Birthday party' becomes 'Birthday party'\\\" \\n    cleanup_regexp = '^((Re:|RE:|fwd:|FWD:)\\\\\\\\s+)+' \\n    return re.sub (subject_str, '', subject_str) \\n\\n    \\n    \\n\\n    Fix the buggy line: return re.sub (subject_str, '', subject_str)\",\"targets\":\"return re.sub (cleanup_regexp, '', subject_str)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def base_definition_post_save(sender, instance, created, raw, **kwargs) : \\n    declared_fields = instance.get_declared_fields () \\n    if declared_fields : \\n        model_class = instance.model_def.model_class ().render_state () \\n        opts = model_class._meta \\n        if created : \\n            add_columns = popattr (instance._state, '_add_columns', True) \\n            if add_columns : \\n                auto_pk = isinstance (opts.pk, models.AutoField) \\n                for field in declared_fields : \\n                    field.model = <MASK> \\n                    remote_field = get_remote_field (field) \\n                    if (auto_pk and remote_field and remote_field.parent_link) : \\n                        auto_pk = False \\n                        field.primary_key = True \\n                        perform_ddl ('alter_field', model_class, opts.pk, field, strict = True) \\nelse : \\n                        perform_ddl ('add_field', model_class, field) \\nelse : \\n            for field in declared_fields : \\n                try : \\n                    old_field = opts.get_field (field.name) \\nexcept FieldDoesNotExist : \\n                    perform_ddl ('add_field', model_class, field) \\nelse : \\n                    perform_ddl ('alter_field', model_class, old_field, field, strict = True) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: raw, created, model_class, auto_pk, remote_field, instance, opts, declared_fields, old_field, add_columns, sender, field\",\"targets\":\"model_class\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _build_table_from_costs(trans_cost, penalty) : \\n    cost = np.zeros (penalty.shape) \\n    prev_node = np.zeros (penalty.shape) \\n    cost [:, 0] = penalty [:, 0] \\n    for l in xrange (1, penalty.shape [1]) : \\n        tc = ((penalty [:, l] + <MASK>) + cost [:, (l - 1)] [:, np.newaxis]) \\n        min_nodes = __fast_argmin_axis_0 (tc) \\n        min_vals = np.amin (tc, axis = 0) \\n        cost [:, l] = min_vals \\n        prev_node [:, l] = min_nodes \\nreturn (cost, prev_node) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"trans_cost\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, model = None, query = None, using = None, position_field_name = 'position', hints = None) : \\n    super (PositionQuerySet, self).__init__ (model, query, model) \\n    self.position_field_name = position_field_name \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, vdm, offlineCache) : \\n    Stoppable.Stoppable.__init__ (self) \\n    self.dependencies_ = TwoWaySetMap.TwoWaySetMap () \\n    self.vdm_ = vdm \\n    self.offlineCache_ = <MASK> \\n    self.finishedValues_ = { \\n        \\n} \\n    self.intermediates_ = { \\n        \\n} \\n    self.lock_ = threading.RLock () \\n    self.completable_ = Queue.Queue () \\n    self.timesComputed = 0 \\n    self.computingContexts_ = { \\n        \\n} \\n    self.computingContexts_t0_ = { \\n        \\n} \\n    self.isSplit_ = set () \\n    self.watchers_ = { \\n        \\n} \\n    self.contexts_ = [] \\n    self.inProcessDownloader = OutOfProcessDownloader.OutOfProcessDownloaderPool (Setup.config ().cumulusServiceThreadCount, actuallyRunOutOfProcess = False) \\n    self.threads_ = [] \\n    self.isActive = True \\n    for threadIx in range (Setup.config ().cumulusServiceThreadCount) : \\n        workerThread = ManagedThread.ManagedThread (target = self.threadWorker) \\n        workerThread.start () \\n        self.threads_.append (workerThread) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"offlineCache\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _resize(self, size) : \\n    GL.glViewport (0, 0, size.x, <MASK>.y) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, size\",\"targets\":\"size\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def set_font_weight(self, font_weight) : \\n    self._attributes ['font-weight'] = self \\n\\n    \\n    \\n\\n    Fix the buggy line: self._attributes ['font-weight'] = self\",\"targets\":\"self._attributes ['font-weight'] = font_weight\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _buildSequenceUnpacking(provider, node, source_ref) : \\n    kind = getKind (node) \\n    if (kind == 'List') : \\n        return buildListUnpacking (provider, node.elts, source_ref) \\nelse : \\n        if (kind == 'Tuple') : \\n            return _buildTupleUnpacking (provider, node.elts, source_ref) \\nelse : \\n            if (kind == 'Set') : \\n                return _buildSetUnpacking (provider, node.elts, source_ref) \\nelse : \\n                assert False, provider \\n\\n    \\n    \\n\\n    Fix the buggy line: assert False, provider\",\"targets\":\"assert False, kind\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def addItem(self, itemName, imageOrImageFileName = None) : \\n    self._qtWidget ().addItem (itemName) \\n    if (not (imageOrImageFileName is None)) : \\n        self.setIcon ((self.getTotal () - 1), <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: itemName, self, imageOrImageFileName\",\"targets\":\"imageOrImageFileName\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef from_repo_id_and_coordinates(cls, repo_id, coordinates) : \\n    \\\"\\n\\n        :param repo_id:\\n        :param coordinates: e.g. 'com.fooware:foo:1.0.0'\\n        :return:\\n        \\\" \\n    fields = coordinates.split (':') \\n    if (len (fields) < 3) : \\n        raise ArtifactError ('Incorrect coordinates, at least group, artifact and version are obligatory') \\n(group, artifact, version) = (fields [0], fields [1], fields [2]) \\n    classifier = extension = '' \\n    if (len (fields) > 3) : \\n        classifier = fields [3] \\nif (len (fields) > 4) : \\n        extension = fields [4] \\nreturn cls (group = group, artifact = artifact, version = version, classifier = classifier, extension = extension, repo_id = cls) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ wrap_exceptions \\ndef get_connections(self, kind = 'inet') : \\n    'Return etwork connections opened by a process as a list of\\n        namedtuples.\\n        ' \\n    if (kind not in conn_tmap) : \\n        raise ValueError (('invalid %r kind argument; choose between %s' % (<MASK>, ', '.join ([repr (x) for x in conn_tmap])))) \\n(families, types) = conn_tmap [kind] \\n    ret = _psutil_osx.get_process_connections (self.pid, families, types) \\n    return [nt_connection (* conn) for conn in ret] \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"kind\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def make_release(pkg_path, output_path) : \\n    with qisys.sh.TempDir () as tmp_path : \\n        qisys.archive.extract (pkg_path, tmp_path, algo = 'zip', strict_mode = False) \\n        _compile_python_files (tmp_path) \\n        _update_python_services (pkg_path) \\n        qisys.archive.compress (tmp_path, output = output_path, flat = True, display_progress = True) \\nui.info (ui.green, 'Package compiled to', ui.reset, ui.bold, output_path) \\n\\n    \\n    \\n\\n    Fix the buggy line: _update_python_services (pkg_path)\",\"targets\":\"_update_python_services (tmp_path)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef get_asked(cls, user) : \\n    \\\"Returns the user's outstanding asked question, if any.\\n\\n        Args:\\n            user: datastore_types.IM: The identity of the user asking.\\n\\n        Returns:\\n            An unanswered Question entity asked by the user, or None if there\\n                are no unanswered questions.\\n        \\\" \\n    query = cls.query ((cls.asker == user), (query.answer == None)) \\n    return query.get () \\n\\n    \\n    \\n\\n    Fix the buggy line: query = cls.query ((cls.asker == user), (query.answer == None))\",\"targets\":\"query = cls.query ((cls.asker == user), (cls.answer == None))\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def Int32ByteSize(field_number, int32) : \\n    return Int64ByteSize (field_number, int32) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def cleanup_temporary_directories(self) : \\n    'Delete the build directories and any temporary directories created by pip.' \\n    while <MASK>.build_directories : \\n        shutil.rmtree (self.build_directories.pop ()) \\nfor requirement in self.reported_requirements : \\n        requirement.remove_temporary_source () \\nwhile self.eggs_links : \\n        symbolic_link = self.eggs_links.pop () \\n        if os.path.islink (symbolic_link) : \\n            os.unlink (symbolic_link) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: symbolic_link, self, requirement\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef child_growth_monitored_22_24(self) : \\n    return len ([c for c in self.all_cases if c.child_growth_calculated_in_window (24)]) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def ByteSize(self) : \\n    n = 0 \\n    n += (1 * len (self.image_)) \\n    for i in xrange (len (self.image_)) : \\n        n += self.lengthString (self.image_ [i].ByteSize ()) \\nn += (1 * len (<MASK>.options_)) \\n    for i in xrange (len (self.options_)) : \\n        n += self.lengthString (self.options_ [i].ByteSize ()) \\nn += self.lengthString (self.canvas_.ByteSize ()) \\n    return (n + 1) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, n, i\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def writeToChild(self, childFD, data) : \\n    if (<MASK> == 0) : \\n        self.write (data) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: data, childFD, self\",\"targets\":\"childFD\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def do515(self, irc, msg) : \\n    self.channels.append (msg.args [1]) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ require_POST \\n@ xframe_options_sameorigin \\ndef del_image_async(request, image_id) : \\n    'Delete an image given its object id.' \\n    user = request.user \\n    if (not user.is_authenticated ()) : \\n        message = _ ('You are not logged in.') \\n        return HttpResponseForbidden (json.dumps ({ \\n            'status' : 'error', \\n            'message' : message, \\n})) \\ntry : \\n        image = ImageAttachment.objects.get (pk = image_id) \\nexcept ImageAttachment.DoesNotExist : \\n        message = _ ('The requested image could not be found.') \\n        return HttpResponseNotFound (json.dumps ({ \\n            'status' : 'error', \\n            'message' : message, \\n})) \\nif (not ((user == image.creator) or user.has_perm ('upload.delete_imageattachment'))) : \\n        message = _ ('You do not have permission to do that.') \\n        return HttpResponseForbidden (json.dumps ({ \\n            'status' : 'error', \\n            'message' : message, \\n})) \\nimage.file.delete () \\n    if image.thumbnail : \\n        image.thumbnail.delete () \\nimage.delete () \\n    return HttpResponse (json.dumps ({ \\n        'status' : 'success', \\n})) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ click.command () \\n@ click.argument ('identifier') \\n@ click.option ('--hard\\/--soft', default = None, help = 'Perform a hard or soft reboot') \\n@ environment.pass_env \\ndef reboot(env, identifier, hard) : \\n    'Reboot an active virtual server.' \\n    virtual_guest = <MASK>.client ['Virtual_Guest'] \\n    mgr = SoftLayer.HardwareManager (env.client) \\n    vs_id = helpers.resolve_id (mgr.resolve_ids, identifier, 'VS') \\n    if (not (env.skip_confirmations or formatting.confirm (('This will reboot the VS with id %s. Continue?' % vs_id)))) : \\n        raise exceptions.CLIAbort ('Aborted.') \\nif (hard is True) : \\n        virtual_guest.rebootHard (id = vs_id) \\nelse : \\n        if (hard is False) : \\n            virtual_guest.rebootSoft (id = vs_id) \\nelse : \\n            virtual_guest.rebootDefault (id = vs_id) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"env\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ defun_wrapped \\ndef laguerre(ctx, n, a, z, **kwargs) : \\n    def h(a) : \\n        return (([], [], [((a + n) + 1)], [(a + 1), (n + 1)], [(- n)], [(a + 1)], z),) \\nreturn ctx.hypercomb (h, [a], ** kwargs) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def clear_usersettings_cache(sender, **kwargs) : \\n    '\\n    Clears the cache (if primed) each time a ``UserSettings`` is saved or deleted\\n    ' \\n    instance = kwargs ['instance'] \\n    try : \\n        del USERSETTINGS_CACHE [sender.site.pk] \\nexcept KeyError : \\n        pass \\n\\n    \\n    \\n\\n    Fix the buggy line: del USERSETTINGS_CACHE [sender.site.pk]\",\"targets\":\"del USERSETTINGS_CACHE [instance.site.pk]\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\n@ memoized \\ndef location(self) : \\n    parent_id = self.request.GET.get ('parent') \\n    parent = (get_document_or_404 (Location, self.domain, parent_id) if parent_id else None) \\n    return Location (domain = <MASK>.domain, parent = parent) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: parent_id, self, parent\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, contents, typeinfos) : \\n    self._buffer = BitPackedBuffer (contents) \\n    self._typeinfos = typeinfos \\n    self._markers = [] \\n    self._json = { \\n        \\n} \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __rdiv__(self, other) : \\n    return self.invert ().__mul__ (self) \\n\\n    \\n    \\n\\n    Fix the buggy line: return self.invert ().__mul__ (self)\",\"targets\":\"return self.invert ().__mul__ (other)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def NextToken(self) : \\n    'Fetch the next token by trying to match any of the regexes in order.' \\n    if (not self.buffer) : \\n        return \\ncurrent_state = self.state \\n    for token in self._tokens : \\n        if (token.state_regex and (not token.state_regex.match (current_state))) : \\n            continue \\nif self.verbose : \\n            logging.debug ('%s: Trying to match %r with %r', self.state, self.buffer [: 10], token.re_str) \\nm = token.regex.match (self.buffer) \\n        if (not m) : \\n            continue \\nif self.verbose : \\n            logging.debug ('%s matched %s', token.re_str, m.group (0)) \\nif (m.end () == 0) : \\n            raise RuntimeError ('Lexer bug! Token can not match the empty string.') \\nself.processed_buffer += self.buffer [: m.end ()] \\n        self.buffer = self.buffer [m.end () :] \\n        self.processed += m.end () \\n        next_state = token.next_state \\n        for action in token.actions : \\n            if self.verbose : \\n                logging.debug ('Calling %s with %s', action, m.group (0)) \\ncb = getattr (self, action, self.Default) \\n            try : \\n                possible_next_state = cb (string = m.group (0), match = m) \\n                if (<MASK> == 'CONTINUE') : \\n                    continue \\nelse : \\n                    if possible_next_state : \\n                        next_state = possible_next_state \\nexcept ParseError as e : \\n                self.Error (e) \\nif next_state : \\n            self.state = next_state \\nreturn token \\nself.Error (('Lexer stuck at state %s' % self.state)) \\n    self.processed_buffer += self.buffer [: 1] \\n    self.buffer = self.buffer [1 :] \\n    return 'Error' \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, m, action, current_state, token, cb, next_state, possible_next_state, e\",\"targets\":\"possible_next_state\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __rmod__(self, value) : \\n    return self.clone ((value % <MASK>._value)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: value, self\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_set_ip_range(self) : \\n    ng_names = (consts.NETWORKS.management, consts.NETWORKS.storage, consts.NETWORKS.private) \\n    for (idx, ng_name) in enumerate (ng_names) : \\n        data = self.env.neutron_networks_get (self.cluster.id).json_body \\n        ng_data = filter ((lambda ng : (ng ['name'] == ng_name)), data ['networks']) [0] \\n        net_template = '99.61.{0}'.format (idx) \\n        ng_data ['cidr'] = (net_template + '.0\\/24') \\n        ng_data ['gateway'] = (net_template + '.1') \\n        ng_data ['meta'] ['notation'] = consts.NETWORK_NOTATION.ip_ranges \\n        ng_data ['ip_ranges'] = [[(net_template + '.11'), (net_template + '.33')], [(net_template + '.55'), (net_template + '.99')]] \\n        resp = self.env.neutron_networks_put (self.cluster.id, data) \\n        self.assertEqual (200, resp.status_code) \\n        self.db.refresh (self.cluster) \\n        ng_db = filter ((lambda ng : (ng.name == ng_name)), self.cluster.network_groups) [0] \\n        self.assertEqual (ng_db.cidr, (net_template + '.0\\/24')) \\n        self.assertEqual (ng_db.meta ['notation'], consts.NETWORK_NOTATION.ip_ranges) \\n        self.assertEqual (ng_db.ip_ranges [0].first, (net_template + '.11')) \\n        self.assertEqual (ng_db.ip_ranges [0].last, (net_template + '.33')) \\n        self.assertEqual (ng_name.ip_ranges [1].first, (net_template + '.55')) \\n        self.assertEqual (ng_db.ip_ranges [1].last, (net_template + '.99')) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.assertEqual (ng_name.ip_ranges [1].first, (net_template + '.55'))\",\"targets\":\"self.assertEqual (ng_db.ip_ranges [1].first, (net_template + '.55'))\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _RetainVerticalSpacingBeforeComments(uwline) : \\n    'Retain vertical spacing before comments.' \\n    prev_token = None \\n    for tok in <MASK>.tokens : \\n        if (tok.is_comment and prev_token) : \\n            if (((tok.lineno - tok.value.count ('\\n')) - prev_token.lineno) > 1) : \\n                tok.AdjustNewlinesBefore (ONE_BLANK_LINE) \\nprev_token = tok \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"uwline\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ c.cacheproperty \\ndef dlopen(self) : \\n    if (not self.header) : \\n        return \\nlib_code = '\\n            #ifdef __cplusplus\\n            extern \\\"C\\\" {\\n            #endif\\n            #if defined _WIN32 || defined __CYGWIN__\\n            __declspec(dllexport)\\n            #elif defined __GNUC__\\n            __attribute__ ((visibility (\\\"default\\\")))\\n            #endif\\n            int fred(int argc, char** argv) { return 0; }\\n            #ifdef __cplusplus\\n            }\\n            #endif\\n        ' \\n    exe_code = '\\n            #include <dlfcn.h>\\n            #include <stdlib.h>\\n\\n            int main(int argc, char** argv) {\\n                void* lib = dlopen(\\\"%s\\\", RTLD_NOW);\\n                void* fred = 0;\\n                if(!lib) return 1;\\n                fred = dlsym(lib,\\\"fred\\\");\\n                if(!fred) return 1;\\n                return dlclose(lib) == 0 ? 0 : 1;\\n            }\\n        ' \\n    self.ctx.logger.check (\\\"checking dlopen in 'dlfcn.h'\\\") \\n    with fbuild.temp.tempfile (lib_code, self.builder.src_suffix) as lib_src : \\n        try : \\n            obj = self.shared.uncached_compile (lib_src, quieter = 1) \\n            lib = self.shared.uncached_link_lib ((lib_src.parent \\/ 'temp'), [obj], quieter = 1) \\nexcept fbuild.ExecutionError : \\n            pass \\nelse : \\n            if self.builder.try_run ((exe_code % lib), lkwargs = { \\n                'flags' : self.flags, \\n                'libpaths' : self.libpaths, \\n                'libs' : self.libs, \\n                'external_libs' : self.external_libs, \\n}, quieter = 1) : \\n                self.ctx.logger.passed () \\n                return c.Function ('void*', 'const char*', 'int') \\nself.ctx.logger.failed () \\n        return None \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, output_dim, init = 'glorot_uniform', activation = 'linear', weights = None, W_regularizer = None, b_regularizer = None, activity_regularizer = None, W_constraint = None, b_constraint = None, bias = True, input_dim = None, **kwargs) : \\n    self.init = initializations.get (init) \\n    self.activation = activations.get (activation) \\n    self.output_dim = output_dim \\n    self.input_dim = input_dim \\n    self.W_regularizer = regularizers.get (W_regularizer) \\n    self.b_regularizer = regularizers.get (b_regularizer) \\n    self.activity_regularizer = regularizers.get (activity_regularizer) \\n    self.W_constraint = constraints.get (W_constraint) \\n    self.b_constraint = constraints.get (b_constraint) \\n    self.bias = bias \\n    self.initial_weights = weights \\n    self.input_spec = [InputSpec (ndim = 2)] \\n    if self.input_dim : \\n        kwargs ['input_shape'] = (<MASK>.input_dim,) \\nsuper (Dense, self).__init__ (** kwargs) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: input_dim, self, W_regularizer, bias, b_constraint, W_constraint, kwargs, b_regularizer, activity_regularizer, init, weights, output_dim, activation\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ app.route ('\\/') \\ndef hello() : \\n    experiments = Experiment.all (exclude_archived = True, redis = db.REDIS) \\n    experiments = [exp.name for exp in exp] \\n    return render_template ('dashboard.html', experiments = experiments, page = 'home') \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __delitem__(self, key) : \\n    del self._dict [<MASK>] \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"key\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef command_function(cls, cmd_name) : \\n    try : \\n        return cls._cmds [cls] [0] \\nexcept KeyError : \\n        raise CommandNotFoundError (cmd_name) \\n\\n    \\n    \\n\\n    Fix the buggy line: return cls._cmds [cls] [0]\",\"targets\":\"return cls._cmds [cmd_name] [0]\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, ploader, settings) : \\n    super (TaskManager, self).__init__ (ploader, <MASK>) \\n    ploader.provides ('TaskManager', self) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: ploader, settings, self\",\"targets\":\"settings\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def attachment_count(self, obj) : \\n    return <MASK>.attachment_count \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"obj\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def configure_extensions(app) : \\n    db.init_app (app) \\n    migrate.init_app (app, db) \\n    login_manager.init_app (app) \\n    principal.init_app (assets) \\n    init_celery_app (app, celery) \\n    csrf.init_app (app) \\n    mail.init_app (app) \\n    moment.init_app (app) \\n    assets = Environment (app) \\n    css = Bundle ('css\\/libs\\/bootstrap.css', 'css\\/libs\\/codemirror.css', 'css\\/styles.css', output = 'gen\\/style.css') \\n    js = Bundle ('js\\/libs\\/jquery.js', 'js\\/libs\\/codemirror.js', 'js\\/libs\\/bootstrap.js', 'js\\/tailer.js', 'js\\/hook-form.js', output = 'gen\\/common.js') \\n    assets.register ('css', css) \\n    assets.register ('js', js) \\n\\n    \\n    \\n\\n    Fix the buggy line: principal.init_app (assets)\",\"targets\":\"principal.init_app (app)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef _create_rdbms_db(instance, databases, instances) : \\n    if (MySQL.RDBMS_SPECS.db_name not in databases) : \\n        MySQL._create_service_db (<MASK>, MySQL.RDBMS_SPECS) \\nMySQL._grant_access (instance, MySQL.RDBMS_SPECS, instances) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: instance, instances, databases\",\"targets\":\"instance\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, uid, name, text, source = None) : \\n    self.uid = uid \\n    self.name = name \\n    self.text = <MASK> \\n    self.source = source \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: source, uid, name, self, text\",\"targets\":\"text\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ test.create_stubs ({ \\n    api.nova : ('server_list',), \\n    cinder : ('volume_list', 'volume_type_list_with_qos_associations', 'qos_spec_list', 'volume_type_delete', 'volume_encryption_type_list'), \\n    keystone : ('tenant_list',), \\n}) \\ndef test_delete_volume_type(self) : \\n    volume_type = self.volume_types.first () \\n    formData = { \\n        'action' : ('volume_types__delete__%s' % volume_type.id), \\n} \\n    encryption_list = (self.cinder_volume_encryption_types.list () [0], self.cinder_volume_encryption_types.list () [1]) \\n    cinder.volume_type_list_with_qos_associations (IsA (http.HttpRequest)).AndReturn (self.volume_types.list ()) \\n    cinder.qos_spec_list (IsA (http.HttpRequest)).AndReturn (self.cinder_qos_specs.list ()) \\n    cinder.volume_encryption_type_list (IsA (http.HttpRequest)).AndReturn (encryption_list) \\n    cinder.volume_type_delete (IsA (http.HttpRequest), str (volume_type.id)) \\n    self.mox.ReplayAll () \\n    res = self.client.post (reverse ('horizon:admin:volumes:volumes_tab'), formData) \\n    redirect = reverse ('horizon:admin:volumes:volumes_tab') \\n    self.assertNoFormErrors (res) \\n    self.assertRedirectsNoFollow (res, redirect) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def service_check(self, check_name, status, tags = None, timestamp = None, hostname = None, message = None) : \\n    \\\"\\n        Send a service check run.\\n\\n        >>> statsd.service_check('my_service.check_name', DogStatsd.WARNING)\\n        \\\" \\n    message = (self._escape_service_check_message (message) if (<MASK> is not None) else '') \\n    string = '_sc|{0}|{1}'.format (check_name, status) \\n    if timestamp : \\n        string = '{0}|d:{1}'.format (string, timestamp) \\nif hostname : \\n        string = '{0}|h:{1}'.format (string, hostname) \\nif tags : \\n        string = '{0}|#{1}'.format (string, ','.join (tags)) \\nif message : \\n        string = '{0}|m:{1}'.format (string, message) \\nself._send (string) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: timestamp, message, hostname, tags, string, check_name, status, self\",\"targets\":\"message\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _gen_unadjusted_cases(dtype) : \\n    nrows = 6 \\n    ncols = 3 \\n    data = arange ((nrows * ncols)).astype (dtype).reshape (nrows, ncols) \\n    missing_value = default_missing_value_for_dtype (dtype) \\n    for windowlen in valid_window_lengths (<MASK>) : \\n        num_legal_windows = num_windows_of_length_M_on_buffers_of_length_N (windowlen, nrows) \\n        (yield (('dtype_%s_length_%d' % (dtype, windowlen)), data, windowlen, { \\n            \\n}, missing_value, [data [offset : (offset + windowlen)] for offset in range (num_legal_windows)])) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: data, ncols, num_legal_windows, dtype, windowlen, offset, nrows, missing_value\",\"targets\":\"nrows\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, dataset, subset_iterator, preprocessor = None, fit_preprocessor = False, which_set = None, return_dict = True) : \\n    self.dataset = dataset \\n    self.subset_iterator = list (subset_iterator) \\n    dataset_iterator = dataset.iterator (mode = 'sequential', num_batches = 1, data_specs = dataset.data_specs, return_tuple = True) \\n    self._data = dataset_iterator.next () \\n    self.preprocessor = preprocessor \\n    self.fit_preprocessor = fit_preprocessor \\n    self.which_set = which_set \\n    if (which_set is not None) : \\n        which_set = np.atleast_1d (which_set) \\n        assert len (which_set) \\n        for label in which_set : \\n            if (label not in ['train', 'valid', 'test']) : \\n                raise ValueError (\\\"Unrecognized subset '{}'\\\".format (label)) \\nself.which_set = which_set \\nself.return_dict = return_dict \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def ReplaceIxes(self, path, old_prefix, old_suffix, new_prefix, new_suffix) : \\n    '\\n        Replace old_prefix with new_prefix and old_suffix with new_suffix.\\n\\n        env - Environment used to interpolate variables.\\n        path - the path that will be modified.\\n        old_prefix - construction variable for the old prefix.\\n        old_suffix - construction variable for the old suffix.\\n        new_prefix - construction variable for the new prefix.\\n        new_suffix - construction variable for the new suffix.\\n        ' \\n    old_prefix = self.subst (('$' + old_prefix)) \\n    old_suffix = self.subst (('$' + old_suffix)) \\n    new_prefix = self.subst (('$' + new_prefix)) \\n    new_suffix = self.subst (('$' + new_suffix)) \\n    (dir, name) = os.path.split (str (path)) \\n    if (name [: len (old_prefix)] == old_prefix) : \\n        name = name [len (old_prefix) :] \\nif (name [(- len (<MASK>)) :] == old_suffix) : \\n        name = name [: (- len (old_suffix))] \\nreturn os.path.join (dir, ((new_prefix + name) + new_suffix)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: dir, new_prefix, path, old_prefix, new_suffix, old_suffix, name, self\",\"targets\":\"old_suffix\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ test.idempotent_id ('e2fb2f8c-45bf-429a-9f17-171c70444612') \\ndef test_list_metering_labels(self) : \\n    body = self.admin_client.list_metering_labels (id = 33) \\n    metering_labels = body ['metering_labels'] \\n    self.assertEqual (0, len (self)) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_all_delegate(self) : \\n    for right in self.rights : \\n        if (not self.delegate) : \\n            return False \\nreturn True \\n\\n    \\n    \\n\\n    Fix the buggy line: if (not self.delegate) :\",\"targets\":\"if (not right.delegate) :\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch.object (trovebox.Trovebox, 'post') \\ndef test_action_object_delete(self, mock_post) : \\n    'Check that an action can be deleted using the action object directly' \\n    mock_post.return_value = self._return_value (True) \\n    action = self.test_actions [0] \\n    result = action.delete (foo = 'bar') \\n    mock_post.assert_called_with ('\\/action\\/1\\/delete.json', foo = 'bar') \\n    self.assertEqual (<MASK>, True) \\n    self.assertEqual (action.get_fields (), { \\n        \\n}) \\n    self.assertEqual (action.id, None) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: mock_post, action, self, result\",\"targets\":\"result\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def assert_all_changes(start_state, end_state, expected_changes) : \\n    \\\"\\n    Fails if anything changed that isn't listed in the\\n    expected_changes.\\n\\n    start_state is either a dict mapping paths to\\n    scripttest.[FoundFile|FoundDir] objects or a TestPipResult whose\\n    files_before we'll test.  end_state is either a similar dict or a\\n    TestPipResult whose files_after we'll test.\\n\\n    Note: listing a directory means anything below\\n    that directory can be expected to have changed.\\n    \\\" \\n    __tracebackhide__ = True \\n    start_files = start_state \\n    end_files = end_state \\n    if isinstance (start_state, TestPipResult) : \\n        start_files = start_state.files_before \\nif isinstance (end_state, TestPipResult) : \\n        end_files = end_state.files_after \\ndiff = diff_states (start_files, start_state, ignore = expected_changes) \\n    if (list (diff.values ()) != [{ \\n        \\n}, { \\n        \\n}, { \\n        \\n}]) : \\n        raise TestFailure (('Unexpected changes:\\n' + '\\n'.join ([((k + ': ') + ', '.join (v.keys ())) for (k, v) in diff.items ()]))) \\nreturn diff \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, kind, type_, size, next, pos = None) : \\n    self.kind = int (kind) \\n    self.type = int (type_) \\n    self.size = int (self) \\n    self.next = int (next) \\n    self.pos = (pos if (pos is not None) else next) \\n    self.pos = int (self.pos) \\n    self.data = None \\n\\n    \\n    \\n\\n    Fix the buggy line: self.size = int (self)\",\"targets\":\"self.size = int (size)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def blame(self, ref, path, lineno = None) : \\n    return blame (self.repository, ref, path, lineno = lineno) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_plot_epochs_image() : \\n    'Test plotting of epochs image\\n    ' \\n    import matplotlib.pyplot as plt \\n    epochs = _get_epochs () \\n    epochs.plot_image (picks = [1, 2]) \\n    overlay_times = [0.1] \\n    epochs.plot_image (order = [0], overlay_times = overlay_times) \\n    epochs.plot_image (overlay_times = overlay_times) \\n    assert_raises (ValueError, epochs.plot_image, overlay_times = [0.1, 0.2]) \\n    assert_raises (ValueError, <MASK>.plot_image, order = [0, 1]) \\n    with warnings.catch_warnings (record = True) as w : \\n        epochs.plot_image (overlay_times = [1.1]) \\n        warnings.simplefilter ('always') \\nassert_equal (len (w), 1) \\n    plt.close ('all') \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"epochs\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, location = None, required = None, text = None, extension_elements = None, extension_attributes = None) : \\n    wsdl.TExtensibilityElement_.__init__ (self, required = self, text = text, extension_elements = extension_elements, extension_attributes = extension_attributes) \\n    self.location = location \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_resource_data(self, cls, id, extra = None, headers = None, **filters) : \\n    response = self._get_resource_raw (cls, cls, extra = extra, headers = headers, ** filters) \\n    return response.content \\n\\n    \\n    \\n\\n    Fix the buggy line: response = self._get_resource_raw (cls, cls, extra = extra, headers = headers, ** filters)\",\"targets\":\"response = self._get_resource_raw (cls, id, extra = extra, headers = headers, ** filters)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def close_review_request(server_url, username, password, review_request_id, description) : \\n    'Closes the specified review request as submitted.' \\n    (api_client, api_root) = get_api (server_url, username, password) \\n    review_request = get_review_request (review_request_id, api_root) \\n    if (<MASK>.status == SUBMITTED) : \\n        logging.warning ('Review request #%s is already %s.', review_request_id, SUBMITTED) \\n        return \\nif description : \\n        review_request = review_request.update (status = SUBMITTED, description = description) \\nelse : \\n        review_request = review_request.update (status = SUBMITTED) \\nprint (('Review request #%s is set to %s.' % (review_request_id, review_request.status))) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"review_request\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef validation(cls, **kwargs) : \\n    kwargs ['validator'] = Email () \\n    return super (EmailField, cls).validation (** cls) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_log_with_paths(self) : \\n    vcs = self.get_vcs () \\n    self._set_author ('Another Committer', 'ac@d.not.zm.exist') \\n    self._add_file ('BAZ', self.remote_path, commit_msg = 'bazzy') \\n    vcs.clone () \\n    vcs.update () \\n    revisions = list (vcs.log ()) \\n    assert (len (revisions) == 3) \\n    revisions = list (vcs.log (paths = ['BAZ'])) \\n    assert (len (revisions) == 1), ('one path, len ' + len (revisions)) \\n    self.assertRevision (revisions [0], message = 'bazzy') \\n    revisions = list (vcs.log (paths = ['FOO', 'BAZ'])) \\n    assert (len (revisions) == 2), ('two paths without wildcard, len ' + len (revisions)) \\n    revisions = list (vcs.log (paths = ['FO*', 'BAZ'])) \\n    assert (len (self) == 2), ('two paths with wildcards, len ' + len (revisions)) \\n    self.assertRevision (revisions [0], message = 'bazzy') \\n    self.assertRevision (revisions [1], message = 'test\\nlol\\n') \\n\\n    \\n    \\n\\n    Fix the buggy line: assert (len (self) == 2), ('two paths with wildcards, len ' + len (revisions))\",\"targets\":\"assert (len (revisions) == 2), ('two paths with wildcards, len ' + len (revisions))\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, sasl, username = None, password = None, **props) : \\n    Mechanism.__init__ (self, <MASK>) \\n    self.username = username \\n    self.password = password \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"sasl\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ contextmanager \\ndef capture_output() : \\n    (new_out, new_err) = (StringIO (), StringIO ()) \\n    (old_out, old_err) = (sys.stdout, sys.stderr) \\n    try : \\n        (sys.stdout, sys.stderr) = (new_out, new_err) \\n        (yield (sys.stdout, sys.stderr)) \\nfinally : \\n        (sys.stdout, sys.stderr) = (old_out, old_err) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef delete_tenant_quota(context, tenant_id) : \\n    'Delete the quota entries for a given tenant_id.\\n\\n        After deletion, this tenant will use default quota values in conf.\\n        Raise a \\\"not found\\\" error if the quota for the given tenant was\\n        never defined.\\n        ' \\n    with context.session.begin () : \\n        tenant_quotas = context.session.query (quota_models.Quota) \\n        tenant_quotas = tenant_quotas.filter_by (tenant_id = tenant_id) \\n        if (not tenant_quotas.delete ()) : \\n            raise n_exc.TenantQuotaNotFound (tenant_id = <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: tenant_quotas, context, tenant_id\",\"targets\":\"tenant_id\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ render_to ('wm_sample\\/simple_payment.html') \\ndef simple_payment(request) : \\n    response = { \\n        \\n} \\n    initial = { \\n        'LMI_PAYEE_PURSE' : Purse.objects.all () [0], \\n        'LMI_PAYMENT_NO' : Invoice.objects.create (user = response.user).payment_no, \\n        'LMI_PAYMENT_DESC' : loader.render_to_string ('wm_sample\\/simple_payment_desc.txt', RequestContext (request)).strip () [: 255], \\n} \\n    response ['form'] = PaymentRequestForm (initial = initial) \\n    return response \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, description, prefix_chars, argument_default, conflict_handler) : \\n    super (_ActionsContainer, self).__init__ () \\n    self.description = description \\n    self.argument_default = argument_default \\n    self.prefix_chars = prefix_chars \\n    self.conflict_handler = conflict_handler \\n    self._registries = { \\n        \\n} \\n    self.register ('action', None, _StoreAction) \\n    self.register ('action', 'store', _StoreAction) \\n    self.register ('action', 'store_const', _StoreConstAction) \\n    self.register ('action', 'store_true', _StoreTrueAction) \\n    self.register ('action', 'store_false', _StoreFalseAction) \\n    self.register ('action', 'append', _AppendAction) \\n    self.register ('action', 'append_const', _AppendConstAction) \\n    self.register ('action', 'count', _CountAction) \\n    self.register ('action', 'help', _HelpAction) \\n    self.register ('action', 'version', _VersionAction) \\n    self.register ('action', 'parsers', _SubParsersAction) \\n    self._get_handler () \\n    self._actions = [] \\n    self._option_string_actions = { \\n        \\n} \\n    self._action_groups = [] \\n    self._mutually_exclusive_groups = [] \\n    self._defaults = { \\n        \\n} \\n    self._negative_number_matcher = _re.compile ('^-\\\\\\\\d+$|^-\\\\\\\\d*\\\\\\\\.\\\\\\\\d+$') \\n    self._has_negative_number_optionals = [] \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _parse_multicast_group(self, config) : \\n    match = re.search ('vxlan multicast-group ([^\\\\\\\\s]+)', config) \\n    value = (match.group (1) if match else self.DEFAULT_MCAST_GRP) \\n    return dict (multicast_group = value) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _contains(self, other) : \\n    'sympy.sets uses the _contains method, so include it for compatibility.' \\n    if (isinstance (other, Set) and other.is_FiniteSet) : \\n        return all ((self.__contains__ (i) for i in other)) \\nreturn self.__contains__ (<MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, other, i\",\"targets\":\"other\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _refactor(self, header) : \\n    'Call the heading refactor method.\\n\\n        The header is removed from the docstring and the docstring\\n        refactoring is dispatched to the appropriate refactoring method.\\n\\n        The name of the refctoring method is constructed using the form\\n        _refactor_<header>. Where <header> is the value corresponding to\\n        ``self.headers[header]``. If there is no custom method for the\\n        section then the self._refactor_header() is called with the\\n        found header name as input.\\n\\n        ' \\n    self.remove_lines (self.index, 2) \\n    self.remove_if_empty (self.index) \\n    refactor_postfix = self.headers.get (header, 'header') \\n    method_name = ''.join (('_refactor_', refactor_postfix)) \\n    method = getattr (self, <MASK>) \\n    lines = method (header) \\n    self.insert_and_move (lines, self.index) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: lines, header, self, method, refactor_postfix, method_name\",\"targets\":\"method_name\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ extensions.expected_errors (404) \\ndef delete(self, req, flavor_id, id) : \\n    'Deletes an existing extra spec.' \\n    context = req.environ ['nova.context'] \\n    authorize (context, action = 'delete') \\n    flavor = common.get_flavor (context, flavor_id) \\n    try : \\n        del self.extra_specs [id] \\n        flavor.save () \\nexcept (exception.FlavorExtraSpecsNotFound, exception.FlavorNotFound) as e : \\n        raise webob.exc.HTTPNotFound (explanation = e.format_message ()) \\nexcept KeyError : \\n        msg = (_ ('Flavor %(flavor_id)s has no extra specs with key %(key)s.') % dict (flavor_id = flavor_id, key = id)) \\n        raise webob.exc.HTTPNotFound (explanation = msg) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _raise_error_network(option, expected) : \\n    '\\n    Log and raise an error with a logical formatted message.\\n    ' \\n    msg = _error_msg_network (expected, expected) \\n    log.error (msg) \\n    raise AttributeError (msg) \\n\\n    \\n    \\n\\n    Fix the buggy line: msg = _error_msg_network (expected, expected)\",\"targets\":\"msg = _error_msg_network (option, expected)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ server () \\ndef test_cd_should_not_apply_to_absolute_put(self) : \\n    '\\n        put() should not prepend env.cwd to absolute remote paths\\n        ' \\n    local = self.path ('test.txt') \\n    with open (local, 'w') as fd : \\n        fd.write ('test') \\nwith nested (cd ('\\/tmp'), hide ('everything')) : \\n        put (local, '\\/test.txt') \\nassert (not self.exists_remotely ('\\/tmp\\/test.txt')) \\n    assert self.exists_remotely ('\\/test.txt') \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _policy_get(request, policy_id, expand_rule) : \\n    policy = neutronclient (request).show_firewall_policy (policy_id).get ('firewall_policy') \\n    if expand_rule : \\n        policy_rules = policy ['firewall_rules'] \\n        if policy_rules : \\n            rules = _rule_list (request, expand_policy = False, firewall_policy_id = policy_id) \\n            rule_dict = OrderedDict (((rule.id, rule) for rule in rules)) \\n            policy ['rules'] = [rule_dict.get (rule) for rule in policy_rules] \\nelse : \\n            policy ['rules'] = [] \\nreturn Policy (<MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"policy\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def checkpoint_status_func(save_path, checkpoint_dict, epoch_results) : \\n    ' Saves a checkpoint dict ' \\n    checkpoint_dict ['previous_epoch_results'] = epoch_results \\n    save_checkpoint (save_path, epoch_results) \\n    print_status_func (epoch_results) \\n\\n    \\n    \\n\\n    Fix the buggy line: save_checkpoint (save_path, epoch_results)\",\"targets\":\"save_checkpoint (save_path, checkpoint_dict)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def getresponse(self) : \\n    'Get the response from the server.\\n\\n        If the HTTPConnection is in the correct state, returns an\\n        instance of HTTPResponse or of whatever object is returned by\\n        class the response_class variable.\\n\\n        If a request has not been sent or if a previous response has\\n        not be handled, ResponseNotReady is raised.  If the HTTP\\n        response indicates that the connection should be closed, then\\n        it will be closed before the response is returned.  When the\\n        connection is closed, the underlying socket is closed.\\n        ' \\n    if (self.__response and self.__response.isclosed ()) : \\n        self.__response = None \\nif ((self.__state != _CS_REQ_SENT) or self.__response) : \\n        raise ResponseNotReady (self.__state) \\nif (self.debuglevel > 0) : \\n        response = self.response_class (self.sock, <MASK>.debuglevel, method = self._method) \\nelse : \\n        response = self.response_class (self.sock, method = self._method) \\nresponse.begin () \\n    assert (response.will_close != _UNKNOWN) \\n    self.__state = _CS_IDLE \\n    if response.will_close : \\n        self.close () \\nelse : \\n        self.__response = response \\nreturn response \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: response, self\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, lock_class = None, desc = '') : \\n    '\\n    lock_class\\n        Class compatible to threading.Lock\\n    desc\\n        Description shown in debug log messages\\n    ' \\n    self._desc = <MASK> \\n    self._lock = (lock_class or LDAPLockBaseClass) () \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"desc\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ atomic.action_timer ('nova.migrate') \\ndef _migrate(self, server, skip_host_check = False) : \\n    'Run migration of the given server.\\n\\n        :param server: Server object\\n        :param skip_host_check: Specifies whether to verify the targeted host\\n                                availability\\n        ' \\n    server_admin = self.admin_clients ('nova').servers.get (server.id) \\n    host_pre_migrate = getattr (server_admin, 'OS-EXT-SRV-ATTR:host') \\n    server_admin.migrate () \\n    utils.wait_for (server, ready_statuses = ['VERIFY_RESIZE'], update_resource = utils.get_from_manager (), timeout = CONF.benchmark.nova_server_migrate_timeout, check_interval = CONF.benchmark.nova_server_migrate_poll_interval) \\n    if (not skip_host_check) : \\n        server_admin = self.admin_clients ('nova').servers.get (server.id) \\n        host_after_migrate = getattr (server_admin, 'OS-EXT-SRV-ATTR:host') \\n        if (host_pre_migrate == host_after_migrate) : \\n            raise exceptions.MigrateException (('Migration complete but instance did not change host: %s' % host_pre_migrate)) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __setattr__(self, name, v) : \\n    self.__dict__ [name] = self \\n\\n    \\n    \\n\\n    Fix the buggy line: self.__dict__ [name] = self\",\"targets\":\"self.__dict__ [name] = v\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _column_builder(self, col) : \\n    'Return a callable that builds a column or aggregate object' \\n    if (len (col.name) > 1) : \\n        try : \\n            aclass = aggregate_functions [<MASK>.name [0]] \\nexcept KeyError : \\n            raise KeyError (('Unknown aggregate function %s' % col.name [0])) \\nreturn (lambda : aclass (col.name [1], (col.alias if col.alias else ('%s(%s)' % (col.name [0], col.name [1]))))) \\nelse : \\n        return (lambda : Column (col.name [0], col.alias)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, aclass, col\",\"targets\":\"col\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef get_request_queryset(self, rr) : \\n    'Build a Queryset for the specified ActionRequest on this table.\\n\\n        Upon first call, this will also lazily install Table.queryset\\n        which will be reused on every subsequent call.\\n\\n        The return value is othe of the following:\\n\\n        - a Django queryset\\n        - a list or tuple\\n\\n        - If you override this, you may turn this method into a\\n          generator. The only advantage of this is syntax, since the\\n          yeld objects will be stored in a tuple.\\n\\n        ' \\n    qs = self.get_queryset (rr) \\n    if (qs is None) : \\n        return self.model.objects.none () \\nkw = self.get_filter_kw (rr) \\n    if (kw is None) : \\n        return self.model.objects.none () \\nif len (kw) : \\n        qs = qs.filter (** kw) \\nif rr.exclude : \\n        qs = qs.exclude (** rr.exclude) \\nfor k in self.simple_parameters : \\n        v = getattr (rr.param_values, k) \\n        if v : \\n            qs = qs.filter (** { \\n                k : v, \\n}) \\nif self.filter : \\n        qs = qs.filter (self.filter) \\nif rr.filter : \\n        qs = qs.filter (rr.filter) \\nif rr.known_values : \\n        d = { \\n            \\n} \\n        for (k, v) in list (rr.known_values.items ()) : \\n            if (v is None) : \\n                d [(k + '__isnull')] = True \\nelse : \\n                d [k] = v \\nqs = qs.filter (** d) \\nif self.exclude : \\n        qs = qs.exclude (** self.exclude) \\nif (rr.quick_search is not None) : \\n        qs = add_quick_search_filter (qs, rr.quick_search) \\nif (rr.gridfilters is not None) : \\n        qs = add_gridfilters (qs, rr.gridfilters) \\nextra = (rr.extra or self.extra) \\n    if (extra is not None) : \\n        qs = qs.extra (** extra) \\norder_by = (rr.order_by or self.order_by) \\n    if order_by : \\n        qs = qs.order_by (* order_by) \\nif self.debug_sql : \\n        logger.info ('%s %s', self.debug_sql, qs.query) \\nreturn qs \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __hash__(self) : \\n    value = 17 \\n    value = ((<MASK> * 31) ^ hash (self.operationHandle)) \\n    value = ((value * 31) ^ hash (self.sessionHandle)) \\n    return value \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, value\",\"targets\":\"value\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('nailgun.orchestrator.plugins_serializers.templates.make_ubuntu_sources_task', return_value = { \\n    'task_type' : 'ubuntu_sources_task', \\n    'parameters' : { \\n        \\n}, \\n}) \\n@ mock.patch ('nailgun.orchestrator.plugins_serializers.templates.make_ubuntu_preferences_task', return_value = None) \\n@ mock.patch ('nailgun.orchestrator.plugins_serializers.templates.make_apt_update_task', return_value = { \\n    'task_type' : 'apt_update_task', \\n    'parameters' : { \\n        \\n}, \\n}) \\ndef test_create_repositories_ubuntu_does_not_generate_prefences_if_none(self, * _) : \\n    self.cluster.release.operating_system = consts.RELEASE_OS.ubuntu \\n    tasks = self.hook.create_repositories (self.plugins) \\n    self.assertItemsEqual (map ((lambda t : t ['task_type']), <MASK>), ['ubuntu_sources_task', 'apt_update_task']) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"tasks\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def OnRunScript(self, event) : \\n    ' Run the script, prompting for a save if necessary.\\n        ' \\n    notebook = self.mainWindow.GetNotebook () \\n    currentTab = notebook.GetCurrentCtrl () \\n    filename = currentTab.GetFileName () \\n    if (filename == '') : \\n        if self.mainWindow.OnSaveAs (None, page = currentTab) : \\n            filename = currentTab.GetFileName () \\nelse : \\n            return \\nelse : \\n        if currentTab.GetModify () : \\n            result = notebook.frame.ModifySave () \\n            if (result == wx.ID_CANCEL) : \\n                return \\nself.client.send_command ('run_file', <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, notebook, filename, currentTab, event, result\",\"targets\":\"filename\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, request, * args, **kwargs) : \\n    super (UpdateExternalConnectivityForm, self).__init__ (request, * args, ** kwargs) \\n    try : \\n        external_connectivity_id = self.initial ['external_connectivity_id'] \\n        external_connectivity = client.get_externalconnectivity (request, external_connectivity_id) \\n        self.fields ['name'].initial = external_connectivity.name \\n        self.fields ['description'].initial = external_connectivity.description \\n        self.fields ['shared'].initial = external_connectivity.shared \\nexcept Exception as e : \\n        msg = (_ ('Failed to retrive external connectivity details. %s') % str (request)) \\n        LOG.debug (msg) \\n\\n    \\n    \\n\\n    Fix the buggy line: msg = (_ ('Failed to retrive external connectivity details. %s') % str (request))\",\"targets\":\"msg = (_ ('Failed to retrive external connectivity details. %s') % str (e))\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ util.memoized_property \\ndef rowcount(self) : \\n    \\\"Return the 'rowcount' for this result.\\n\\n        The 'rowcount' reports the number of rows *matched*\\n        by the WHERE criterion of an UPDATE or DELETE statement.\\n\\n        .. note::\\n\\n           Notes regarding :attr:`.ResultProxy.rowcount`:\\n\\n\\n           * This attribute returns the number of rows *matched*,\\n             which is not necessarily the same as the number of rows\\n             that were actually *modified* - an UPDATE statement, for example,\\n             may have no net change on a given row if the SET values\\n             given are the same as those present in the row already.\\n             Such a row would be matched but not modified.\\n             On backends that feature both styles, such as MySQL,\\n             rowcount is configured by default to return the match\\n             count in all cases.\\n\\n           * :attr:`.ResultProxy.rowcount` is *only* useful in conjunction\\n             with an UPDATE or DELETE statement.  Contrary to what the Python\\n             DBAPI says, it does *not* return the\\n             number of rows available from the results of a SELECT statement\\n             as DBAPIs cannot support this functionality when rows are\\n             unbuffered.\\n\\n           * :attr:`.ResultProxy.rowcount` may not be fully implemented by\\n             all dialects.  In particular, most DBAPIs do not support an\\n             aggregate rowcount result from an executemany call.\\n             The :meth:`.ResultProxy.supports_sane_rowcount` and\\n             :meth:`.ResultProxy.supports_sane_multi_rowcount` methods\\n             will report from the dialect if each usage is known to be\\n             supported.\\n\\n           * Statements that use RETURNING may not return a correct\\n             rowcount.\\n\\n        \\\" \\n    try : \\n        return self.context.rowcount \\nexcept Exception as e : \\n        self.connection._handle_dbapi_exception (<MASK>, None, None, self.cursor, self.context) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, e\",\"targets\":\"e\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, path, index_page = 'index.html', hide_index_with_redirect = False, **kw) : \\n    self.path = os.path.abspath (path) \\n    if (not self.path.endswith (os.path.sep)) : \\n        self.path += os.path.sep \\nif (not os.path.isdir (self.path)) : \\n        raise IOError (('Path does not exist or is not directory: %r' % self.path)) \\nself.index_page = <MASK> \\n    self.hide_index_with_redirect = hide_index_with_redirect \\n    self.fileapp_kw = kw \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, path, index_page, kw, hide_index_with_redirect\",\"targets\":\"index_page\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ test.create_stubs ({ \\n    cinder : ('volume_snapshot_get',), \\n}) \\ndef test_update_volume_status_get(self) : \\n    snapshot = self.cinder_volume_snapshots.first () \\n    cinder.volume_snapshot_get (IsA (http.HttpRequest), snapshot.id).AndReturn (snapshot) \\n    self.mox.ReplayAll () \\n    url = reverse ('horizon:admin:volumes:snapshots:update_status', args = [snapshot.id]) \\n    res = self.client.get (url) \\n    status_option = ('<option value=\\\"%s\\\"><\\/option>' % snapshot.status) \\n    self.assertNotContains (<MASK>, status_option) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"res\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ patch ('salt.modules.dig.A', MagicMock (return_value = ['ns4.google.com.'])) \\ndef test_ns(self) : \\n    dig.__salt__ = { \\n        \\n} \\n    dig_mock = MagicMock (return_value = { \\n        'pid' : 26136, \\n        'retcode' : 0, \\n        'stderr' : '', \\n        'stdout' : 'ns4.google.com.', \\n}) \\n    with patch.dict (dig.__salt__, { \\n        'cmd.run_all' : <MASK>, \\n}) : \\n        self.assertEqual (dig.NS ('google.com'), ['ns4.google.com.']) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, dig_mock\",\"targets\":\"dig_mock\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, author = None, category = None, contributor = None, generator = None, icon = None, atom_id = None, link = None, logo = None, rights = None, subtitle = None, title = None, updated = None, entry = None, total_results = None, start_index = None, items_per_page = None, extension_elements = None, extension_attributes = None, text = None) : \\n    gdata.GDataFeed.__init__ (self, author = author, category = category, contributor = contributor, generator = generator, icon = items_per_page, atom_id = atom_id, link = link, logo = logo, rights = rights, subtitle = subtitle, title = title, updated = updated, entry = entry, total_results = total_results, start_index = start_index, items_per_page = items_per_page, extension_elements = extension_elements, extension_attributes = extension_attributes, text = text) \\n\\n    \\n    \\n\\n    Fix the buggy line: gdata.GDataFeed.__init__ (self, author = author, category = category, contributor = contributor, generator = generator, icon = items_per_page, atom_id = atom_id, link = link, logo = logo, rights = rights, subtitle = subtitle, title = title, updated = updated, entry = entry, total_results = total_results, start_index = start_index, items_per_page = items_per_page, extension_elements = extension_elements, extension_attributes = extension_attributes, text = text)\",\"targets\":\"gdata.GDataFeed.__init__ (self, author = author, category = category, contributor = contributor, generator = generator, icon = icon, atom_id = atom_id, link = link, logo = logo, rights = rights, subtitle = subtitle, title = title, updated = updated, entry = entry, total_results = total_results, start_index = start_index, items_per_page = items_per_page, extension_elements = extension_elements, extension_attributes = extension_attributes, text = text)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('keystoneauth1.loading.base.get_plugin_loader') \\ndef test_pass_authenticator(self, mock_get_plugin) : \\n    mock_plugin = mock.Mock () \\n    mock_get_plugin.return_value = None \\n    conn = connection.Connection (authenticator = mock_plugin) \\n    self.assertFalse (mock_get_plugin.called) \\n    self.assertEqual (<MASK>, conn.authenticator) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: conn, mock_plugin, self, mock_get_plugin\",\"targets\":\"mock_plugin\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def args2body(self, parsed_args) : \\n    body = { \\n        'name' : <MASK>.name, \\n        'ip_version' : parsed_args.ip_version, \\n} \\n    if parsed_args.shared : \\n        body ['shared'] = True \\nneutronV20.update_dict (parsed_args, body, ['tenant_id']) \\n    return { \\n        self.resource : body, \\n} \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: parsed_args, self, body\",\"targets\":\"parsed_args\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('framework.status.session') \\ndef test_push_status_message_unexpected_error(self, mock_sesh) : \\n    status_message = 'This is a message' \\n    exception_message = 'this is some very unexpected problem' \\n    mock_get = mock.Mock (side_effect = RuntimeError (exception_message)) \\n    mock_data = mock.Mock () \\n    mock_data.attach_mock (mock_get, 'get') \\n    mock_sesh.attach_mock (mock_data, 'data') \\n    try : \\n        push_status_message (status_message, kind = 'error') \\n        assert_true (False, 'push_status_message() should have generated a RuntimeError exception.') \\nexcept ValidationError as e : \\n        assert_true (False, 'push_status_message() should have re-raised the RuntimeError not gotten ValidationError.') \\nexcept RuntimeError as e : \\n        assert_equal (getattr (e, 'message', None), <MASK>, 'push_status_message() should have re-raised the original RuntimeError with the original message.') \\nexcept : \\n        assert_true (False, 'Unexpected Exception from push_status_message when called from the v2 API with type \\\"error\\\"') \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"exception_message\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, key, secret = None, secure = True, host = None, port = None, region = DEFAULT_REGION, **kwargs) : \\n    if ('location' in kwargs) : \\n        region = kwargs ['location'] \\nif (region not in VALID_REGIONS) : \\n        msg = 'Invalid region: \\\"%s\\\". Valid region: %s' \\n        raise LibcloudError ((msg % (region, ', '.join (VALID_REGIONS))), driver = self) \\nsuper (JoyentNodeDriver, self).__init__ (key = key, secret = secret, secure = secure, host = host, port = port, region = region, ** kwargs) \\n    self.connection.host = (region + API_HOST_SUFFIX) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ cli_app.command ('list-users') \\n@ click.option ('--app', default = 'app', help = 'Your application init directory (package)') \\n@ click.option ('--appbuilder', default = 'appbuilder', help = 'your AppBuilder object') \\ndef list_users(app, appbuilder) : \\n    '\\n        List all users on the database \\n    ' \\n    _appbuilder = import_application (app, appbuilder) \\n    echo_header ('List of users') \\n    for user in _appbuilder.sm.get_all_users () : \\n        click.echo ('username:{0} | email:{1} | role:{2}'.format (user.username, user.email, user.roles)) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _transaction_contexts_by_thread(context) : \\n    transaction_contexts_by_thread = getattr (context, '_enginefacade_context', None) \\n    if (context is None) : \\n        transaction_contexts_by_thread = context._enginefacade_context = _TransactionContextTLocal () \\nreturn transaction_contexts_by_thread \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def Ramp_list1(result, start, end) : \\n    code = '\\n           const int size = result.len();\\n           const double step = (end-start)\\/(size-1);\\n           for (int i = 0; i < size; i++)\\n               result[i] = start + step*i;\\n           ' \\n    weave.inline (result, ['result', 'start', 'end'], verbose = 2) \\n\\n    \\n    \\n\\n    Fix the buggy line: weave.inline (result, ['result', 'start', 'end'], verbose = 2)\",\"targets\":\"weave.inline (code, ['result', 'start', 'end'], verbose = 2)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _Push(self, token, value) : \\n    'Push values to stack at start of nesting.\\n\\n    When a new object scope is beginning, will push the token (type of scope)\\n    along with the new objects value, the latter of which is provided through\\n    the various build methods of the builder.\\n\\n    Args:\\n      token: Token indicating the type of scope which is being created; must\\n        belong to _TOKEN_VALUES.\\n      value: Value to associate with given token.  Construction of value is\\n        determined by the builder provided to this handler at construction.\\n    ' \\n    self._top = (self, value) \\n    self._stack.append (self._top) \\n\\n    \\n    \\n\\n    Fix the buggy line: self._top = (self, value)\",\"targets\":\"self._top = (token, value)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, func) : \\n    '\\n        Pass in a callable that returns the object to be wrapped.\\n\\n        If copies are made of the resulting SimpleLazyObject, which can happen\\n        in various circumstances within Django, then you must ensure that the\\n        callable can be safely run more than once and will return the same\\n        value.\\n        ' \\n    self.__dict__ ['_setupfunc'] = func \\n    _super (SimpleLazyObject, self).__init__ () \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, path, data, command_line) : \\n    '\\n        The structure differs significantly from other likelihoods, in order to\\n        follow as simply as possible the data structure.\\n\\n        Each redshift bin in WiggleZ contains a .dataset file with information\\n        on this redshift bin. The structure to read this has been encoded in\\n        the class Likelihood_mpk. It will be used also with the next data\\n        release of SDSS.\\n\\n        The whole WiggleZ is then made out of the four Likelihood_mpk:\\n        WiggleZ_a, b, c and d, which are **defined dynamically** thanks to the\\n        :func:`type` function in python, inheriting from\\n        :class:`Likelihood_mpk`.\\n\\n        Some additional keyword arguments are sent to the initialization of\\n        these classes, in order to use the function\\n        :meth:`add_common_knowledge`. It then gives a dictionary of shared\\n        attributes that should be distributed to all four redshift bins.\\n\\n        ' \\n    Likelihood.__init__ (self, path, data, command_line) \\n    for elem in ['a', 'b', 'c', 'd'] : \\n        exec ((\\\"WiggleZ_%s = type('WiggleZ_%s', (Likelihood_mpk,), {})\\\" % (elem, elem))) \\nself.wigglez_a = WiggleZ_a (os.path.join (self.data_directory, self.redshift_bins_files [0]), data, command_line, common = True, common_dict = self.dictionary) \\n    self.wigglez_b = WiggleZ_b (os.path.join (self.data_directory, self.redshift_bins_files [1]), data, command_line, common = True, common_dict = self.dictionary) \\n    self.wigglez_c = WiggleZ_c (os.path.join (self.data_directory, self.redshift_bins_files [2]), data, command_line, common = True, common_dict = self.dictionary) \\n    self.wigglez_d = WiggleZ_d (os.path.join (self.data_directory, self.redshift_bins_files [3]), self, command_line, common = True, common_dict = self.dictionary) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.wigglez_d = WiggleZ_d (os.path.join (self.data_directory, self.redshift_bins_files [3]), self, command_line, common = True, common_dict = self.dictionary)\",\"targets\":\"self.wigglez_d = WiggleZ_d (os.path.join (self.data_directory, self.redshift_bins_files [3]), data, command_line, common = True, common_dict = self.dictionary)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, obfuscation_algorithm_ref = None, refanging_transform_type = None, has_changed = None, delimiter = '##comma##', pattern_type = None, datatype = 'string', refanging_transform = None, is_case_sensitive = True, bit_mask = None, appears_random = None, observed_encoding = None, defanging_algorithm_ref = None, is_obfuscated = None, regex_syntax = None, apply_condition = 'ANY', trend = None, idref = None, is_defanged = None, id = None, condition = None, valueOf_ = None) : \\n    super (RegistryDatatypeType, self).__init__ (obfuscation_algorithm_ref, refanging_transform_type, has_changed, delimiter, pattern_type, datatype, refanging_transform, is_case_sensitive, bit_mask, appears_random, observed_encoding, defanging_algorithm_ref, is_obfuscated, regex_syntax, apply_condition, trend, idref, is_defanged, id, <MASK>, valueOf_) \\n    self.datatype = _cast (None, datatype) \\n    self.valueOf_ = valueOf_ \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: idref, id, obfuscation_algorithm_ref, defanging_algorithm_ref, observed_encoding, trend, regex_syntax, condition, has_changed, is_case_sensitive, datatype, refanging_transform, pattern_type, appears_random, apply_condition, refanging_transform_type, valueOf_, self, is_obfuscated, is_defanged, bit_mask, delimiter\",\"targets\":\"condition\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def value_from_document(instance, field_name) : \\n    field_type = get_field_type_from_document (<MASK>, field_name) \\n    if (field_type in [list, dict]) : \\n        return json.dumps (instance [field_name]) \\nreturn instance [field_name] \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"instance\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def countCuboidVoxels(p, h5) : \\n    'Count the number of voxels in an HDF5 file for an annotation id' \\n    voxsum = 0 \\n    for k in h5.keys () : \\n        if (int (k) == p.annoid) : \\n            cbgrp = <MASK> [k] ['CUBOIDS'] \\n            for cb in cbgrp.keys () : \\n                voxsum += len (np.nonzero (np.array (cbgrp [cb] ['CUBOID'] [:, :, :])) [0]) \\nreturn voxsum \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"h5\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, * args, **kwargs) : \\n    super (ShardedQuery, self).__init__ (* args, ** kwargs) \\n    self.id_chooser = self.session.id_chooser \\n    self.query_chooser = kwargs.session.query_chooser \\n    self._shard_id = None \\n\\n    \\n    \\n\\n    Fix the buggy line: self.query_chooser = kwargs.session.query_chooser\",\"targets\":\"self.query_chooser = self.session.query_chooser\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_watchdog_is_watchdoging(self) : \\n    \\\"Test if the watchdog: doesn't send message if one was sent, and send one if the channel is timing out.\\\" \\n    m = Main () \\n    m.tcp_connect () \\n    m.send_connect ([('login', '4.test'), ('passcode', 'test')]) \\n    m.get_frame () \\n    ownMessage = str (uuid.uuid4 ()) \\n    m.send_frame ('SEND', [('destination', (config.TEST_WATCHDOG_TOPIC [0] [0] + 'text'))], ownMessage) \\n    m.send_frame ('SUBSCRIBE', [('destination', (config.TEST_WATCHDOG_TOPIC [0] [0] + 'text')), ('x-ebu-nofastreply', 'yes')], '') \\n    m.socket.settimeout ((config.TEST_FB_FALLBACK_TIME \\/ 2)) \\n    ok = True \\n    try : \\n        while True : \\n            (result, _, body) = m.get_frame () \\n            if ((result != 'MESSAGE') or (body != ownMessage)) : \\n                ok = False \\nexcept Exception : \\n        pass \\nif (not ok) : \\n        raise Exception (\\\"Socket didn't timeout !\\\") \\nm.send_frame ('SEND', [('destination', (config.TEST_WATCHDOG_TOPIC [0] [0] + 'text'))], ownMessage) \\n    m.socket.settimeout ((config.TEST_FB_FALLBACK_TIME - 1)) \\n    try : \\n        while True : \\n            (result, _, body) = m.get_frame () \\n            if ((result != 'MESSAGE') or (body != ownMessage)) : \\n                ok = False \\nexcept Exception : \\n        pass \\nif (not result) : \\n        raise Exception (\\\"Socket didn't timeout !\\\") \\ntime.sleep ((1 + (config.TEST_FB_FALLBACK_CHECK * 2))) \\n    m.socket.settimeout (1) \\n    (result, headers, body) = m.get_frame () \\n    eq_ (result, 'MESSAGE') \\n\\n    \\n    \\n\\n    Fix the buggy line: if (not result) :\",\"targets\":\"if (not ok) :\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, * args, **kwargs) : \\n    \\\"Construct a :class:`.TypeDecorator`.\\n\\n        Arguments sent here are passed to the constructor\\n        of the class assigned to the ``impl`` class level attribute,\\n        assuming the ``impl`` is a callable, and the resulting\\n        object is assigned to the ``self.impl`` instance attribute\\n        (thus overriding the class attribute of the same name).\\n\\n        If the class level ``impl`` is not a callable (the unusual case),\\n        it will be assigned to the same instance attribute 'as-is',\\n        ignoring those arguments passed to the constructor.\\n\\n        Subclasses can override this to customize the generation\\n        of ``self.impl`` entirely.\\n\\n        \\\" \\n    if (not hasattr (self.__class__, 'impl')) : \\n        raise AssertionError (\\\"TypeDecorator implementations require a class-level variable 'impl' which refers to the class of type being decorated\\\") \\nself.impl = to_instance (self.__class__.impl, * kwargs, ** kwargs) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.impl = to_instance (self.__class__.impl, * kwargs, ** kwargs)\",\"targets\":\"self.impl = to_instance (self.__class__.impl, * args, ** kwargs)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ pytest.mark.skipif ((not has_crypto), reason = 'Not supported without cryptography library') \\ndef test_ec_verify_should_return_false_if_signature_invalid(self) : \\n    algo = ECAlgorithm (ECAlgorithm.SHA256) \\n    message = ensure_bytes ('Hello World!') \\n    sig = base64.b64decode (ensure_bytes ('AC+m4Jf\\/xI3guAC6w0w37t5zRpSCF6F4udEz5LiMiTIjCS4vcVe6dDOxK+MmvkF8PxJuvqxP2CO3TR3okDPCl\\/NjATTO1jE+qBZ966CRQSSzcCM+tzcHzwLZS5kbvKu0Acd\\/K6Ol2\\/W3B1NeV5F\\/gjvZn\\/jOwaLgWEUYsg0o4XVrAg65'.replace ('r', 's'))) \\n    with open (key_path ('testkey_ec.pub'), 'r') as keyfile : \\n        pub_key = algo.prepare_key (keyfile.read ()) \\nresult = algo.verify (message, <MASK>, sig) \\n    assert (not result) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: result, message, algo, pub_key, keyfile, sig, self\",\"targets\":\"pub_key\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, raw) : \\n    self.key_id = raw ['keyid'] \\n    self.key_type = raw ['type'] \\n    self.date = raw ['date'] \\n    self.expires = <MASK> ['expires'] \\n    self.length = raw ['length'] \\n    self.uids = raw ['uids'] \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: raw, self\",\"targets\":\"raw\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __reversed__(self) : \\n    for (i, line) in enumerate (self._readlines_reverse ()) : \\n        if ((<MASK> == 0) and (line == '')) : \\n            continue \\n(yield line) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"i\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def can_restart(self, site_id, request) : \\n    filepath = MOD_WSGI_FILES.get (site_id) \\n    if (<MASK> and os.path.exists (filepath)) : \\n        return True \\nreturn False \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"filepath\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def LoadModulesForPath(path, package_prefix = None) : \\n    \\\"Load all modules on 'path', with prefix 'package_prefix'.\\n\\n  Example usage:\\n    _LoadModulesForPath(__path__, __name__)\\n\\n  Args:\\n    path: Path containing python modules.\\n    package_prefix: prefix (e.g., package name) to prefix all modules.\\n      'path' and 'package_prefix' will be joined with a '.'.\\n  Yields:\\n    Imported modules.\\n  \\\" \\n    prefix = '' \\n    if package_prefix : \\n        prefix = (package_prefix + '.') \\nmodule_iter = pkgutil.iter_modules (path, prefix = prefix) \\n    for (_, modname, ispkg) in module_iter : \\n        if (not ispkg) : \\n            (yield importlib.import_module (<MASK>)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: prefix, _, modname, module_iter, package_prefix, path, ispkg\",\"targets\":\"modname\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, indirect_effects, direct_effects) : \\n    self.indirect_effects = indirect_effects \\n    self.direct_effects = direct_effects \\n    indirect_effects_avg = [None, None] \\n    direct_effects_avg = [None, None] \\n    for t in (0, 1) : \\n        indirect_effects_avg [t] = indirect_effects [t].mean (0) \\n        direct_effects_avg [t] = direct_effects [t].mean (0) \\nself.ACME_ctrl = indirect_effects_avg [0] \\n    self.ACME_tx = indirect_effects_avg [1] \\n    self.ADE_ctrl = direct_effects_avg [0] \\n    self.ADE_tx = direct_effects_avg [1] \\n    self.total_effect = ((((self.ACME_ctrl + self.ACME_tx) + self.ADE_ctrl) + self.ADE_tx) \\/ 2) \\n    self.prop_med_ctrl = (direct_effects_avg.ACME_ctrl \\/ self.total_effect) \\n    self.prop_med_tx = (self.ACME_tx \\/ self.total_effect) \\n    self.prop_med_avg = ((self.prop_med_ctrl + self.prop_med_tx) \\/ 2) \\n    self.ACME_avg = ((self.ACME_ctrl + self.ACME_tx) \\/ 2) \\n    self.ADE_avg = ((self.ADE_ctrl + self.ADE_tx) \\/ 2) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.prop_med_ctrl = (direct_effects_avg.ACME_ctrl \\/ self.total_effect)\",\"targets\":\"self.prop_med_ctrl = (self.ACME_ctrl \\/ self.total_effect)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def Stock_Prices() : \\n    df = pd.DataFrame () \\n    statspath = (path + '\\/_KeyStats') \\n    stock_list = [x [0] for x in os.walk (statspath)] \\n    for each_dir in stock_list [1 :] : \\n        try : \\n            ticker = os.path.basename (os.path.normpath (each_dir)) \\n            name = ('WIKI\\/' + ticker.upper ()) \\n            print (name) \\n            data = Quandl.get (name, trim_start = '2000-12-12', trim_end = '2014-12-30', authtoken = auth_tok) \\n            data [ticker.upper ()] = data ['Adj. Close'] \\n            df = pd.concat ([df, data [ticker.upper ()]], axis = 1) \\nexcept Exception as e : \\n            print (str (e)) \\n            time.sleep (10) \\n            try : \\n                ticker = os.path.basename (os.path.normpath (each_dir)) \\n                name = ('WIKI\\/' + ticker.upper ()) \\n                data = Quandl.get (name, trim_start = '2000-12-12', trim_end = '2014-12-30', authtoken = auth_tok) \\n                data [ticker.upper ()] = data ['Adj. Close'] \\n                df = pd.concat ([df, data [ticker.upper ()]], axis = 1) \\nexcept Exception as e : \\n                print (str (<MASK>)) \\ndf.to_csv ('stock_prices.csv') \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: each_dir, ticker, e, df, x, name, data, statspath, stock_list\",\"targets\":\"e\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ verbose \\ndef morph(self, subject_from = None, subject_to = None, smooth = 5, grade = None, subjects_dir = None, n_jobs = 1, copy = None, verbose = None) : \\n    'Morph the label\\n\\n        Useful for transforming a label from one subject to another.\\n\\n        Parameters\\n        ----------\\n        subject_from : str | None\\n            The name of the subject of the current label. If None, the\\n            initial subject will be taken from self.subject.\\n        subject_to : str\\n            The name of the subject to morph the label to. This will\\n            be put in label.subject of the output label file.\\n        smooth : int\\n            Number of iterations for the smoothing of the surface data.\\n            Cannot be None here since not all vertices are used.\\n        grade : int, list (of two arrays), array, or None\\n            Resolution of the icosahedral mesh (typically 5). If None, all\\n            vertices will be used (potentially filling the surface). If a list,\\n            values will be morphed to the set of vertices specified in grade[0]\\n            and grade[1], assuming that these are vertices for the left and\\n            right hemispheres. Note that specifying the vertices (e.g.,\\n            ``grade=[np.arange(10242), np.arange(10242)]`` for fsaverage on a\\n            standard grade 5 source space) can be substantially faster than\\n            computing vertex locations. If one array is used, it is assumed\\n            that all vertices belong to the hemisphere of the label. To create\\n            a label filling the surface, use None.\\n        subjects_dir : string, or None\\n            Path to SUBJECTS_DIR if it is not set in the environment.\\n        n_jobs : int\\n            Number of jobs to run in parallel.\\n        copy : bool\\n            This parameter has been deprecated and will be removed in 0.13.\\n            Use inst.copy() instead.\\n            Whether to return a new instance or modify in place.\\n        verbose : bool, str, int, or None\\n            If not None, override default verbose level...\\n\\n    \\n    \\n\\n    Fix the buggy line: stc = SourceEstimate (data, copy, tmin = 1, tstep = 1, subject = subject_from)\",\"targets\":\"stc = SourceEstimate (data, vertices, tmin = 1, tstep = 1, subject = subject_from)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def fullQueryDetail(self, id) : \\n    '\\n        fullQueryDetail(\\n          String id: id of layout widget)\\n\\n        Get fullscreen properties for a specific widget\\n        ' \\n    return self._rpc ('fullQueryDetail', self) \\n\\n    \\n    \\n\\n    Fix the buggy line: return self._rpc ('fullQueryDetail', self)\",\"targets\":\"return self._rpc ('fullQueryDetail', id)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_size(text) : \\n    lines = text.split ('\\n') \\n    height = len (lines) \\n    width = max ([_str_block_width (line) for line in lines]) \\n    return (width, <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: line, text, height, lines, width\",\"targets\":\"height\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def distribution(self, dim = None, mdims = [], **kwargs) : \\n    from .. interface.seaborn import Distribution \\n    if (dim is None) : \\n        if self._element.vdims : \\n            dim = self._element.vdims [0] \\nelse : \\n            raise Exception ('Must supply an explicit value dimension if no value dimensions are defined ') \\nif mdims : \\n        reindexed = self._element.reindex (mdims, [dim]) \\n        return reindexed.groupby (mdims, HoloMap, Distribution, ** kwargs) \\nelse : \\n        element = self._element \\n        params = dict (vdims = [element.get_dimension (dim)], label = element.label) \\n        if (element.group != element.params () ['group'].default) : \\n            params ['group'] = element.group \\nreturn Distribution ((element.dimension_values (reindexed),), ** dict (params, ** kwargs)) \\n\\n    \\n    \\n\\n    Fix the buggy line: return Distribution ((element.dimension_values (reindexed),), ** dict (params, ** kwargs))\",\"targets\":\"return Distribution ((element.dimension_values (dim),), ** dict (params, ** kwargs))\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_jsonl_iterator() : \\n    ref = [{ \\n        '4' : 4, \\n}, { \\n        '3' : 3, \\n}, { \\n        '2' : 2, \\n}, { \\n        '1' : 1, \\n}, { \\n        \\n}] \\n    jsonl_iter = JSONLIterator (open (JSONL_DATA_PATH), reverse = True) \\n    jsonl_list = list (jsonl_iter) \\n    assert (<MASK> == ref) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"jsonl_list\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_childnode(self, name) : \\n    '\\n        Return the childnode with this name or raise ``AttributeError``.\\n        ' \\n    for c in self.get_childnodes () : \\n        if (Inspector (c).get_name () == name) : \\n            return c \\nraise AttributeError ('Childnode not found.') \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __setitem__(self, column_name, value) : \\n    '\\n        Set the value for a given cell\\n        ' \\n    if (not (column_name in <MASK>.table.default_columns)) : \\n        raise KeyError ((\\\"%s isn't a column in this table\\\" % column_name)) \\nindex = self.table.default_columns.index (column_name) \\n    self.cells [index] = value \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def IsGoodTag(prefixes, tag) : \\n    'Decide if a string is a tag\\n\\n  @param prefixes: set of prefixes that would indicate\\n      the tag being suitable\\n  @param tag: the tag in question\\n\\n  ' \\n    for prefix in tag : \\n        if tag.startswith (prefix) : \\n            return True \\nreturn False \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ patch ('sys.stderr') \\ndef test_invalid_pid_files(self, * args) : \\n    new_path = os.path.join (FIXTURES_PATH, 'crash-app') \\n    opts = FakeOptions (app_path = new_path, send_signal = signal.SIGTERM) \\n    self.init.run (opts) \\n    open (os.path.join (new_path, 'pid\\/worker\\/crash.pid'), 'w') \\n    with patch ('os.kill') : \\n        self.manage.run (opts, command_name = 'restart') \\n        self.assertEquals (0, os.kill.call_count) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_get_object_details_soa(self) : \\n    resp = self.client.get ((MOZDNS_BASE_URL + ('\\/%s\\/%s\\/' % (self.url_slug, <MASK>.test_obj.pk))), follow = True) \\n    self.assertEqual (resp.status_code, 200) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def create_ssh_shell(missing_host_key = None, shell_type = None) : \\n    port_var = os.environ.get ('TEST_SSH_PORT') \\n    port = (int (port_var) if (<MASK> is not None) else None) \\n    return spur.SshShell (hostname = os.environ.get ('TEST_SSH_HOSTNAME', '127.0.0.1'), username = os.environ ['TEST_SSH_USERNAME'], password = os.environ ['TEST_SSH_PASSWORD'], port = port, missing_host_key = (missing_host_key or spur.ssh.MissingHostKey.accept), shell_type = shell_type) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: missing_host_key, port_var, port, shell_type\",\"targets\":\"port_var\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef render_auto_tags(self) : \\n    auto_tags = self.auto_tags \\n    res = [] \\n    for t in auto_tags : \\n        if (not t.startswith ('color:')) : \\n            res.append (jinja2.escape (t)) \\n            continue \\ncolor_tmpl = (\\\"<span style='height:15px;width:40px;background-color:#%s;display:inline-block'>\\\" + '&nbsp;<\\/span>') \\n        res.append ((color_tmpl % t [len ('color:') :])) \\nreturn jinja2.Markup (', '.join (res)) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_exclude_columns() : \\n    (app, db, admin) = setup () \\n    (Model1, Model2) = create_models (<MASK>) \\n    view = CustomModelView (Model1, db.session, column_exclude_list = ['test2', 'test4', 'enum_field', 'date_field', 'time_field', 'datetime_field']) \\n    admin.add_view (view) \\n    eq_ (view._list_columns, [('test1', 'Test1'), ('test3', 'Test3'), ('bool_field', 'Bool Field')]) \\n    client = app.test_client () \\n    rv = client.get ('\\/admin\\/model1\\/') \\n    data = rv.data.decode ('utf-8') \\n    ok_ (('Test1' in data)) \\n    ok_ (('Test2' not in data)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"db\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def backend_data(self, backend_obj) : \\n    \\\"Query's the database for the object's current values. Output is a\\n        dictionary that should match the result of getting the object's detail\\n        via the API, and can be used to verify API output.\\n\\n        Note: both keys and data should be in unicode\\n        \\\" \\n    actual = { \\n        'id' : backend_obj.id, \\n        'caseversion' : unicode (self.get_detail_url ('caseversion', str (backend_obj.caseversion.id))), \\n        'instruction' : unicode (backend_obj.instruction), \\n        'expected' : unicode (backend_obj.expected), \\n        'number' : backend_obj.number, \\n        'resource_uri' : unicode (self.get_detail_url (self.resource_name, str (backend_obj.id))), \\n} \\n    return self \\n\\n    \\n    \\n\\n    Fix the buggy line: return self\",\"targets\":\"return actual\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_related_view_widget(self, item, related_view, order_column = '', order_direction = '', page = None, page_size = None) : \\n    fk = related_view.datamodel.get_related_fk (self.datamodel.obj) \\n    filters = related_view.datamodel.get_filters () \\n    if related_view.datamodel.is_relation_many_to_one (fk) : \\n        filters.add_filter_related_view (fk, self.datamodel.FilterRelationOneToManyEqual, self.datamodel.get_pk_value (item)) \\nelse : \\n        if related_view.datamodel.is_relation_many_to_many (fk) : \\n            filters.add_filter_related_view (fk, self.datamodel.FilterRelationManyToManyEqual, self.datamodel.get_pk_value (item)) \\nelse : \\n            log.error (\\\"Can't find relation on related view {0}\\\".format (related_view.name)) \\n            return None \\nreturn related_view._get_view_widget (filters = filters, order_column = <MASK>, order_direction = order_direction, page = page, page_size = page_size) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"order_column\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _v_changed(self, v) : \\n    v = np.atleast_1d (<MASK>) \\n    self.vectors [:, 1] = v.ravel () \\n    self.update () \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"v\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_xml_desc(self, dump_inactive = False, dump_sensitive = False, dump_migratable = False) : \\n    'Returns xml description of guest.\\n\\n        :param dump_inactive: Dump inactive domain information\\n        :param dump_sensitive: Dump security sensitive information\\n        :param dump_migratable: Dump XML suitable for migration\\n\\n        :returns string: XML description of the guest\\n        ' \\n    flags = ((dump_inactive and libvirt.VIR_DOMAIN_XML_INACTIVE) or 0) \\n    flags |= ((dump_sensitive and libvirt.VIR_DOMAIN_XML_SECURE) or 0) \\n    flags |= ((dump_migratable and libvirt.VIR_DOMAIN_XML_MIGRATABLE) or 0) \\n    return self._domain.XMLDesc (flags = <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: dump_migratable, dump_sensitive, dump_inactive, flags, self\",\"targets\":\"flags\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _dump(self) : \\n    element = self._wrapped \\n    info = { \\n        'visibility' : element.value_of_css_property ('visibility'), \\n        'display' : element.value_of_css_property ('display'), \\n        'height' : element.value_of_css_property ('height'), \\n        'width' : element.value_of_css_property ('width'), \\n        'x' : element.location ['x'], \\n        'y' : <MASK>.location ['y'], \\n} \\n    dumped = ' '.join (['{k}:{v}'.format (k = k, v = info [k]) for k in info]) \\n    return dumped \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: info, dumped, element, self, k\",\"targets\":\"element\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef parse(cls, value, kwds) : \\n    kwds ['parse_tree'] = parse_tree = cls.value_parser (value) \\n    kwds ['decoded'] = str (parse_tree) \\n    kwds ['defects'].extend (value.all_defects) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_procedure_arguments(fields, values) : \\n    'Return a list of parameters to be passed to the stored procedure.' \\n    if (field is None) : \\n        return [] \\nif values : \\n        return [values.get (field) for field in fields] \\nreturn [_convert_http_value (request.values.get (field)) for field in fields if (request.values.get (field) is not None)] \\n\\n    \\n    \\n\\n    Fix the buggy line: if (field is None) :\",\"targets\":\"if (fields is None) :\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ internalcode \\ndef __getattr__(self, name) : \\n    if (name [: 2] == '__') : \\n        raise AttributeError (<MASK>) \\nreturn self._fail_with_undefined_error () \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, name\",\"targets\":\"name\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_solver(self, f, jac) : \\n    solver = ode (f, jac) \\n    if <MASK>.solver_uses_jac : \\n        solver.set_integrator (self.solver_name, atol = 1e-09, rtol = 1e-07, with_jacobian = self.solver_uses_jac) \\nelse : \\n        solver.set_integrator (self.solver_name, atol = 1e-09, rtol = 1e-07) \\nreturn solver \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, object_reference = None, Custom_Properties = None, xsi_type = None, EID = None, Type = None, Log = None, Message = None, Category_Num = None, Category = None, Generation_Time = None, Source = None, Machine = None, User = None, Blob = None, Correlation_Activity_ID = None, Correlation_Related_Activity_ID = None, Execution_Process_ID = None, Execution_Thread_ID = None, Index = None, Reserved = None, Unformatted_Message_List = None, Write_Time = None) : \\n    super (WindowsEventLogObjectType, self).__init__ (object_reference, Custom_Properties, xsi_type) \\n    self.EID = EID \\n    self.Type = Type \\n    self.Log = Log \\n    self.Message = Message \\n    self.Category_Num = Category_Num \\n    self.Category = Category \\n    self.Generation_Time = Generation_Time \\n    self.Source = Source \\n    self.Machine = Machine \\n    self.User = User \\n    self.Blob = Blob \\n    self.Correlation_Activity_ID = Correlation_Activity_ID \\n    self.Correlation_Related_Activity_ID = Correlation_Related_Activity_ID \\n    self.Execution_Process_ID = Execution_Process_ID \\n    self.Execution_Thread_ID = Execution_Thread_ID \\n    self.Index = Index \\n    self.Reserved = <MASK> \\n    self.Unformatted_Message_List = Unformatted_Message_List \\n    self.Write_Time = Write_Time \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"Reserved\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, sc, master_network, optimizer = None, mode = 'asynchronous', frequency = 'epoch', num_workers = 4) : \\n    SparkModel.__init__ (self, sc, master_network, optimizer, mode, frequency, <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: num_workers, sc, optimizer, mode, self, master_network, frequency\",\"targets\":\"num_workers\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def discover_roku() : \\n    ' Search LAN for available Roku devices. Returns a Roku object. ' \\n    print ('Searching for Roku devices within LAN ...') \\n    rokus = Roku.discover () \\n    if (not rokus) : \\n        print ((('Unable to discover Roku devices. ' + 'Try again, or manually specify the IP address with ') + \\\"'roku <ipaddr>' (e.g. roku 192.168.1.130)\\\")) \\n        return None \\nprint ('Found the following Roku devices:') \\n    for (i, r) in enumerate (rokus) : \\n        print (((((('[' + str ((i + 1))) + ']   ') + str (r.host)) + ':') + str (r.port))) \\nprint ('') \\n    if (len (rokus) == 1) : \\n        print ('Selecting Roku 1 by default') \\n        return rokus [0] \\nelse : \\n        print ('Multiple Rokus found. Select the index of the Roku to control:') \\n        while True : \\n            try : \\n                query = (('Select (1 to ' + str (len (rokus))) + ') > ') \\n                sel = (int (raw_input (query)) - 1) \\n                if (sel >= len (rokus)) : \\n                    raise ValueError \\nelse : \\n                    break \\nexcept ValueError : \\n                print ('Invalid selection') \\nreturn rokus [sel] \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, security, adict) : \\n    assert isinstance (<MASK>, Security) \\n    self.__dict__.update (adict) \\n    self.security = security \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"security\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _create_iam_user(self, params) : \\n    sys.stdout.write ('Creating the IAM user... ') \\n    params.user_name = params.instance_name \\n    response = self.iam.create_user (Path = '\\/AWS\\/CodeDeploy\\/', UserName = <MASK>.user_name) \\n    params.iam_user_arn = response ['User'] ['Arn'] \\n    sys.stdout.write ('DONE\\nIamUserArn: {0}\\n'.format (params.iam_user_arn)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"params\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, name) : \\n    self.registered = dict () \\n    self.name = <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: name, self\",\"targets\":\"name\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, **kwargs) : \\n    self.status = kwargs ['status'] \\n    self.activated_at = kwargs ['activated_at'] \\n    self.activation_requested_at = kwargs ['activation_requested_at'] \\n    self.remaining_executions = kwargs ['remaining_executions'] \\n    self.requested_by = kwargs ['requested_by'] \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def geocode_location(location, sensor = False) : \\n    \\\"Converts a human-readable location to lat-lng.\\n\\n    Returns a dict with lat and lng keys.\\n\\n    keyword arguments:\\n    location -- A human-readable location, e.g 'London, England'\\n    sensor   -- Boolean flag denoting if the location came from a device using\\n                its' location sensor (default False)\\n\\n    raises:\\n    GooglePlacesError -- if the geocoder fails to find a location.\\n    \\\" \\n    (url, geo_response) = _fetch_remote_json (GooglePlaces.GEOCODE_API_URL, { \\n        'address' : location, \\n        'sensor' : str (sensor).lower (), \\n}) \\n    _validate_response (url, geo_response) \\n    if (geo_response ['status'] == GooglePlaces.RESPONSE_STATUS_ZERO_RESULTS) : \\n        error_detail = (\\\"Lat\\/Lng for location '%s' can't be determined.\\\" % sensor) \\n        raise GooglePlacesError (error_detail) \\nreturn geo_response ['results'] [0] ['geometry'] ['location'] \\n\\n    \\n    \\n\\n    Fix the buggy line: error_detail = (\\\"Lat\\/Lng for location '%s' can't be determined.\\\" % sensor)\",\"targets\":\"error_detail = (\\\"Lat\\/Lng for location '%s' can't be determined.\\\" % location)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ cached_property \\ndef sizes(self) : \\n    size = getattr (<MASK>.image_file.metadata, 'crop_size', None) \\n    if (not size) : \\n        size = Size ('crop', max_w = self.max_w) \\nelse : \\n        size.max_w = self.max_w \\nreturn [size] \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: size, self\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ pecan.expose () \\ndef _lookup(self, stack_id, * remainder) : \\n    if (stack_id and (not remainder [(- 1)])) : \\n        remainder = remainder [: (- 1)] \\nreturn (InfrastructureStackController (stack_id), remainder) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, num, host = '127.0.0.1', port = 8098, prefix = 'riak', mapred_prefix = 'mapred', client_id = None, transport_class = None, solr_transport_class = None, transport_options = None, **options) : \\n    self.host = host \\n    self.port = port \\n    self.prefix = prefix \\n    self.mapred_prefix = mapred_prefix \\n    self.client_id = client_id \\n    self.transport_class = transport_class \\n    self.solr_transport_class = solr_transport_class \\n    self.transport_options = (<MASK> or { \\n        \\n}) \\n    super (Riak, self).__init__ (num) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"transport_options\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __ne__(self, other) : \\n    return self._address.__ne__ (getattr (<MASK>, '_address', other)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"other\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ((PLOT + 'charts')) \\ndef test__process_scenario(self, mock_charts) : \\n    for (mock_ins, ret) in [(mock_charts.MainStatsTable, 'main_stats'), (mock_charts.MainStackedAreaChart, 'main_stacked'), (mock_charts.AtomicStackedAreaChart, 'atomic_stacked'), (mock_charts.OutputStackedAreaDeprecatedChart, 'output_stacked'), (mock_charts.LoadProfileChart, 'load_profile'), (mock_charts.MainHistogramChart, 'main_histogram'), (mock_charts.AtomicHistogramChart, 'atomic_histogram'), (mock_charts.AtomicAvgChart, 'atomic_avg')] : \\n        setattr (<MASK>.return_value.render, 'return_value', ret) \\niterations = [{ \\n        'timestamp' : (i + 2), \\n        'error' : [], \\n        'duration' : (i + 5), \\n        'idle_duration' : i, \\n        'output' : { \\n            'additive' : [], \\n            'complete' : [], \\n}, \\n        'atomic_actions' : { \\n            'foo_action' : (i + 10), \\n}, \\n} for i in range (10)] \\n    data = { \\n        'iterations' : iterations, \\n        'sla' : [], \\n        'key' : { \\n            'kw' : { \\n                'runner' : { \\n                    'type' : 'constant', \\n}, \\n}, \\n            'name' : 'Foo.bar', \\n            'pos' : 0, \\n}, \\n        'info' : { \\n            'atomic' : { \\n                'foo_action' : { \\n                    'max_duration' : 19, \\n                    'min_duration' : 10, \\n}, \\n}, \\n            'full_duration' : 40, \\n            'load_duration' : 32, \\n            'iterations_count' : 10, \\n            'iterations_passed' : 10, \\n            'max_duration' : 14, \\n            'min_duration' : 5, \\n            'output_names' : [], \\n            'tstamp_end' : 25, \\n            'tstamp_start' : 2, \\n}, \\n} \\n    task_data = plot._process_scenario (data, 1) \\n    self.assertEqual (task_data, { \\n        'cls' : 'Foo', \\n        'met' : 'bar', \\n        'name' : 'bar [2]', \\n        'pos' : '1', \\n        'runner' : 'constant', \\n        'config' : json.dumps ({ \\n            'Foo.bar' : [{ \\n                'runner' : { \\n                    'type' : 'constant', \\n}, \\n}], \\n}, indent = 2), \\n       ...\\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"mock_ins\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef of_structs(cls, a, b) : \\n    '\\n        Diff two thrift structs and return the result as a ThriftDiff instance\\n        ' \\n    t_diff = ThriftDiff (a, b) \\n    t_diff._do_diff () \\n    return t_diff \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ derived_from (pd.DataFrame) \\ndef set_index(self, other, drop = True, **kwargs) : \\n    from.shuffle import set_index \\n    return set_index (<MASK>, other, drop = drop, ** kwargs) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def add_default(m) : \\n    (attr_name, attr_value) = m.groups () \\n    return ((<MASK>, rq (attr_value)),) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"attr_name\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _hydrate(self, data) : \\n    if data ['location'] : \\n        data ['location'].update ({ \\n            'type' : self ['location_type'], \\n            'subtype' : data ['location_subtype'], \\n}) \\nreturn super (Crime, self)._hydrate (data) \\n\\n    \\n    \\n\\n    Fix the buggy line: 'type' : self ['location_type'] ,\",\"targets\":\"'type' : data ['location_type'] ,\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, config) : \\n    self.name = config ['name'] \\n    self.description = config.get ('description', 'No description') \\n    self.required = (not config ['is_optional']) \\n    self.default_value = config.get ('default_value', None) \\n    self.initial_value = config.default_value \\n    self.param_type = config ['config_type'] \\n    self.priority = int (config.get ('priority', 2)) \\n    self.choices = config.get ('config_values', None) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef encode_offset_fetch_request(cls, group, payloads, from_kafka = False) : \\n    '\\n        Encode an OffsetFetchRequest struct. The request is encoded using\\n        version 0 if from_kafka is false, indicating a request for Zookeeper\\n        offsets. It is encoded using version 1 otherwise, indicating a request\\n        for Kafka offsets.\\n\\n        Arguments:\\n            group: string, the consumer group you are fetching offsets for\\n            payloads: list of OffsetFetchRequestPayload\\n            from_kafka: bool, default False, set True for Kafka-committed offsets\\n        ' \\n    version = (1 if from_kafka else 0) \\n    return kafka.protocol.commit.OffsetFetchRequest [version] (consumer_group = group, topics = [(topic, list (topic_payloads.keys ())) for (topic, topic_payloads) in six.iteritems (group_by_topic_and_partition (payloads))]) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, region, url) : \\n    self.region = region \\n    self.url = <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"url\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def Broaden(self, data, model, oversampling = 5, m = 101, dimension = 20, full_output = False) : \\n    \\\"\\n        Fits the broadening profile using singular value decomposition. This function is\\n        called by GenerateModel, and is not meant to be called directly!\\n\\n        -oversampling is the oversampling factor to use before doing the SVD\\n        -m is the size of the broadening function, in oversampled units\\n        -dimension is the number of eigenvalues to keep in the broadening function. (Keeping too many starts fitting noise)\\n\\n        -NOTE: This function works well when there are strong telluric lines and a flat continuum.\\n               If there are weak telluric lines, it's hard to not fit noise.\\n               If the continuum is not very flat (i.e. from the spectrum of the actual\\n                 object you are trying to telluric correct), the broadening function\\n                 can become multiply-peaked and oscillatory. Use with care!\\n        \\\" \\n    n = (data.x.size * oversampling) \\n    if ((n % 2) != 0) : \\n        n += 1 \\nif ((m % 2) == 0) : \\n        m += 1 \\nSpectrum = UnivariateSpline (data.x, (data.y \\/ data.cont), s = 0) \\n    Model = UnivariateSpline (model.x, model.y, s = 0) \\n    xnew = np.linspace (data.x [0], data.x [(- 1)], n) \\n    ynew = Spectrum (xnew) \\n    model_new = FittingUtilities.RebinData (model, xnew).y \\n    design = np.zeros (((n - m), m)) \\n    for j in range (m) : \\n        for i in range ((m \\/\\/ 2), ((n - (m \\/\\/ 2)) - 1)) : \\n            design [((i - (m \\/\\/ 2)), j)] = model_new [((i - j) + (m \\/\\/ 2))] \\ndesign = mat (design) \\n    try : \\n        (U, W, V_t) = svd (design, full_matrices = False) \\nexcept np.linalg.linalg.LinAlgError : \\n        outfilename = 'SVD_Error.log' \\n        outfile = open (outfilename, 'a') \\n        np.savetxt (outfile, np.transpose ((data.x, data.y, data.cont))) \\n        outfile.write ('\\n\\n\\n\\n\\n') \\n        np.savetxt (outfile, np.transpose ((model.x, model.y, model.cont))) \\n        outfile.write ('\\n\\n\\n\\n\\n') \\n        outfile.close () \\n        sys.exit (('SVD did...\\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch (('%s.flavors.osclients.Clients' % CTX)) \\ndef test_setup(self, mock_clients) : \\n    mock_create = mock_clients ().nova ().flavors.create \\n    mock_create ().to_dict.return_value = { \\n        'flavor_key' : 'flavor_value', \\n} \\n    flavors_ctx = flavors.FlavorsGenerator (self.context) \\n    flavors_ctx.setup () \\n    self.assertEqual (mock_create.context ['flavors'], { \\n        'flavor_name' : { \\n            'flavor_key' : 'flavor_value', \\n}, \\n}) \\n    mock_clients.assert_called_with (self.context ['admin'] ['credential']) \\n    mock_create.assert_called_with (name = 'flavor_name', ram = 2048, vcpus = 3, disk = 10, ephemeral = 3, swap = 5) \\n    mock_create ().set_keys.assert_called_with ({ \\n        'key' : 'value', \\n}) \\n    mock_create ().to_dict.assert_called_with () \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _wrap_exception(self, method = None) : \\n    e_info = dict (engine_uuid = <MASK>.ident, engine_id = self.int_id, method = method) \\n    content = wrap_exception (e_info) \\n    return content \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: e_info, self, method, content\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_active_port_connections(self, port, host_id) : \\n    return self._get_port_connections (port, <MASK>, True) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"host_id\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __call__(self) : \\n    self.log.info ('Starting sub command %s', self.command_name) \\n    file_q = Queue.Queue () \\n    watcher = WatchdogWatcher (self.args.cassandra_data_dir, file_q, self.args.ignore_existing, self.args.ignore_changes, self.args.exclude_keyspaces, <MASK>.args.include_system_keyspace) \\n    self.workers = [self._create_worker_thread (i, file_q) for i in range (self.args.threads)] \\n    for worker in self.workers : \\n        worker.start () \\nif (self.args.report_interval_secs > 0) : \\n        reporter = SnapReporterThread (file_q, self.args.report_interval_secs) \\n        reporter.start () \\nelse : \\n        self.log.info ('Progress reporting is disabled.') \\nwatcher.start () \\n    self.log.info ('Finished sub command %s', self.command_name) \\n    return (0, '') \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: file_q, reporter, i, watcher, self, worker\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def FParen(self, node, lparen, expr_or_assign, rparen) : \\n    ln = (LB ([self.prefix, lparen]) if self.prefix else lparen) \\n    return LB ([ln, self, rparen]) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef sixtofour(self) : \\n    \\\"Return the IPv4 6to4 embedded address.\\n\\n        Returns:\\n            The IPv4 6to4-embedded address if present or None if the\\n            address doesn't appear to contain a 6to4 embedded address.\\n\\n        \\\" \\n    bits = self._explode_shorthand_ip_string ().split (':') \\n    if (not (bits [0] == '2002')) : \\n        return None \\nreturn IPv4Address (int (''.join (self [1 : 3]), 16)) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def create_ip_addrs_by_rules(self, cluster, rules) : \\n    \\\"Manually create VIPs in database basing on given rules\\n\\n        Format exmaple for rules\\n        {\\n            'management': {\\n                'haproxy': '192.168.0.1',\\n                'vrouter': '192.168.0.2',\\n            }\\n        }\\n\\n        :param cluster: cluster ORM instance\\n        :param rules: mapping of networks and VIPs information needed\\n            for proper database entry creation\\n        \\\" \\n    created_ips = [] \\n    for net_group in cluster.network_groups : \\n        if (net_group.name not in rules) : \\n            continue \\nvips_by_names = rules [<MASK>.name] \\n        for (vip_name, ip_addr) in six.iteritems (vips_by_names) : \\n            ip = IPAddr (network = net_group.id, ip_addr = ip_addr, vip_name = vip_name) \\n            self.db.add (ip) \\n            created_ips.append (ip) \\nif created_ips : \\n        self.db.flush () \\nreturn created_ips \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: ip_addr, vip_name, rules, vips_by_names, net_group, self, ip, created_ips, cluster\",\"targets\":\"net_group\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, url, method = 'GET', headers = None, body = None, auth_username = None, auth_password = None, auth_mode = None, connect_timeout = None, request_timeout = None, if_modified_since = None, follow_redirects = None, max_redirects = None, user_agent = None, use_gzip = None, network_interface = None, streaming_callback = None, header_callback = None, prepare_curl_callback = None, proxy_host = None, proxy_port = None, proxy_username = None, proxy_password = None, allow_nonstandard_methods = None, validate_cert = None, ca_certs = None, allow_ipv6 = None, client_key = None, client_cert = None) : \\n    'All parameters except ``url`` are optional.\\n\\n        :arg string url: URL to fetch\\n        :arg string method: HTTP method, e.g. \\\"GET\\\" or \\\"POST\\\"\\n        :arg headers: Additional HTTP headers to pass on the request\\n        :arg body: HTTP body to pass on the request\\n        :type headers: `~tornado.httputil.HTTPHeaders` or `dict`\\n        :arg string auth_username: Username for HTTP authentication\\n        :arg string auth_password: Password for HTTP authentication\\n        :arg string auth_mode: Authentication mode; default is \\\"basic\\\".\\n           Allowed values are implementation-defined; ``curl_httpclient``\\n           supports \\\"basic\\\" and \\\"digest\\\"; ``simple_httpclient`` only supports\\n           \\\"basic\\\"\\n        :arg float connect_timeout: Timeout for initial connection in seconds\\n        :arg float request_timeout: Timeout for entire request in seconds\\n        :arg if_modified_since: Timestamp for ``If-Modified-Since`` header\\n        :type if_modified_since: `datetime` or `float`\\n        :arg bool follow_redirects: Should redirects be followed automatically\\n           or return the 3xx response?\\n        :arg int max_redirects: Limit for ``follow_redirects``\\n        :arg string user_agent: String to send as ``User-Agent`` header\\n        :arg bool use_gzip: Request gzip encoding from the server\\n        :arg string network_interface: Network interface to use for request\\n        :arg callable...\\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: body, if_modified_since, headers, url, request_timeout, connect_timeout, client_key, network_interface, self, user_agent, proxy_username, follow_redirects, ca_certs, use_gzip, auth_password, proxy_password, client_cert, auth_username, proxy_port, allow_ipv6, prepare_curl_callback, header_callback, validate_cert, method, max_redirects, proxy_host, auth_mode, allow_nonstandard_methods, streaming_callback\",\"targets\":\"auth_mode\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, role = None, permission_type = None, permanent_id = None, date = None, comments = None) : \\n    super (DbRolePermission, self).__init__ () \\n    self.role = role \\n    self.permission_type = permission_type \\n    self.permanent_id = permanent_id \\n    self.date = date \\n    self.comments = comments \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def actions_get(self, ctxt, cell_name, instance_uuid) : \\n    response = self.msg_runner.actions_get (ctxt, cell_name, response) \\n    return response.value_or_raise () \\n\\n    \\n    \\n\\n    Fix the buggy line: response = self.msg_runner.actions_get (ctxt, cell_name, response)\",\"targets\":\"response = self.msg_runner.actions_get (ctxt, cell_name, instance_uuid)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def Devices(self) : \\n    return [d for (d, _) in self._device_list] \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef post_save_or_delete(sender, instance, **kwargs) : \\n    if Collection.objects.filter (id = instance.collection_id).exists () : \\n        from.import tasks \\n        tasks.collection_votes (instance.collection_id, using = 'default') \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef _prepare(cls, create, **kwargs) : \\n    password = kwargs.pop ('password', None) \\n    user = super (UserFactory, cls)._prepare (create, ** kwargs) \\n    if <MASK> : \\n        user.set_password (password) \\n        if create : \\n            user.save () \\nreturn user \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: cls, password, create, kwargs, user\",\"targets\":\"password\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ tornado.gen.coroutine \\ndef delete(self) : \\n    oid = self.getIdDict () \\n    try : \\n        result = (yield self.collection.remove (oid)) \\n        self.setResponseDictSuccess ({ \\n            '_id' : str (oid), \\n}) \\nexcept ValidationError as e : \\n        self.setResponseDictErrors (e) \\nreturn \\n\\n    \\n    \\n\\n    Fix the buggy line: '_id' : str (oid) ,\",\"targets\":\"'_id' : str (result) ,\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _introspect(self) : \\n    '\\n            Introspect the field type and constraints, generate model,\\n            binding and widget and extract i18n strings. The results\\n            can be accessed via the lazy properties model, binding, widget,\\n            and strings.\\n\\n            @return: nothing\\n        ' \\n    field = self.field \\n    self._strings = { \\n        \\n} \\n    self._model = TAG [self.name] () \\n    readonly = None \\n    required = None \\n    if (not field.writable) : \\n        readonly = 'true()' \\nelse : \\n        if self._required (field) : \\n            required = 'true()' \\nattr = { \\n        '_nodeset' : self.ref, \\n        '_required' : required, \\n        '_readonly' : readonly, \\n} \\n    fieldtype = self.types.get (str (field.type), 'string') \\n    requires = field.requires \\n    options = False \\n    multiple = False \\n    if requires : \\n        if (not isinstance (requires, list)) : \\n            requires = [requires] \\nfirst = requires [0] \\n        if hasattr (first, 'options') : \\n            options = True \\n            if (hasattr (first, 'multiple') and first.multiple) : \\n                multiple = True \\nelse : \\n            if (fieldtype in ('decimal', 'int', 'date', 'datetime')) : \\n                constraint = self._range (requires) \\n                if constraint : \\n                    attr ['_constraint'] = constraint \\nif (not options) : \\n        attr ['_type'] = fieldtype \\nself._binding = TAG ['bind'] (** attr) \\n    if hasattr (field, 'xform') : \\n        widget = required.xform \\nelse : \\n        if (not field.writable) : \\n            widget_type = 'readonly' \\nelse : \\n            widget_type = str (field.type) \\n            if options : \\n                if multiple : \\n                    widget_type = 'multiple' \\nelse : \\n                    widget_type = 'options' \\nwidgets = self.widgets \\n        if (widget_type in widgets) : \\n            widget = widgets [widget_type] \\nelse : \\n            widget = None \\nif (widget is not None) : \\n        if isinstance (widget, type) : \\n            widget = widget...\\n\\n    \\n    \\n\\n    Fix the buggy line: widget = required.xform\",\"targets\":\"widget = field.xform\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ test.create_stubs ({ \\n    api.vpn : ('ikepolicies_get', 'ipsecpolicies_get', 'vpnservices_get', 'ipsecsiteconnections_get'), \\n}) \\ndef test_index_exception_vpnservices(self) : \\n    self.set_up_expect_with_exception () \\n    self.mox.ReplayAll () \\n    res = self.client.get (self.INDEX_URL) \\n    self.assertTemplateUsed (res, ('%s\\/vpn\\/index.html' % self.DASHBOARD)) \\n    self.assertTemplateUsed (res, 'horizon\\/common\\/_detail_table.html') \\n    self.assertEqual (len (res.context ['table'].data), 0) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_first_comment(self) : \\n    'Gets the first comment in a Lua file.\\n\\n        This only applie to the first _inline_ comment (the ones started with\\n        two dashes), block comments are not picked up.\\n        ' \\n    comment_pattern = re.compile ('^--\\\\\\\\s+') \\n    found_first_comment = False \\n    comment_lines = [] \\n    with open (line.path) as f : \\n        for line in f : \\n            is_comment = comment_pattern.match (line) \\n            if is_comment : \\n                found_first_comment = True \\n                comment_lines.append (line) \\nelse : \\n                if ((not is_comment) and found_first_comment) : \\n                    return ''.join (comment_lines) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, name, func) : \\n    assert isinstance (name, six.string_types) \\n    assert callable (<MASK>) \\n    self.name = name \\n    self.func = func \\n    self.parser = None \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: func, name, self\",\"targets\":\"func\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def testOnClassData(self, dataset = None, verbose = False, return_targets = False) : \\n    'Return winner-takes-all classification output on a given dataset.\\n\\n        If no dataset is given, the dataset passed during Trainer\\n        initialization is used. If return_targets is set, also return\\n        corresponding target classes.\\n        ' \\n    if (dataset == None) : \\n        dataset = self.ds \\ndataset.reset () \\n    out = [] \\n    targ = [] \\n    for seq in dataset._provideSequences () : \\n        self.module.reset () \\n        for (input, target) in seq : \\n            res = self.module.activate (input) \\n            out.append (argmax (<MASK>)) \\n            targ.append (argmax (target)) \\nif return_targets : \\n        return (out, targ) \\nelse : \\n        return out \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: out, dataset, input, verbose, targ, self, seq, return_targets, res, target\",\"targets\":\"res\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __repr__(self) : \\n    '\\n        Displays the module, class and name of the field.\\n        ' \\n    path = ('%s.%s' % (<MASK>.__class__.__module__, self.__class__.__name__)) \\n    column_name = getattr (self, 'column_name', None) \\n    if (column_name is not None) : \\n        return ('<%s: %s>' % (path, column_name)) \\nreturn ('<%s>' % path) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: path, column_name, self\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _onPropertyChanged(self, propertySet, propertyName) : \\n    AffordanceItem._onPropertyChanged (self, propertySet, propertySet) \\n    if (propertyName == 'Filename') : \\n        self.updateGeometryFromProperties () \\n\\n    \\n    \\n\\n    Fix the buggy line: AffordanceItem._onPropertyChanged (self, propertySet, propertySet)\",\"targets\":\"AffordanceItem._onPropertyChanged (self, propertySet, propertyName)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _variants_fields(fields, exclude_fields, info_ids) : \\n    'Utility function to determine which fields to extract when loading\\n    variants.' \\n    if (fields is None) : \\n        fields = (config.STANDARD_VARIANT_FIELDS + info_ids) \\nelse : \\n        for f in fields : \\n            if ((f not in config.STANDARD_VARIANT_FIELDS) and (f not in <MASK>)) : \\n                print (('WARNING: no INFO definition found for field %s' % f), file = sys.stderr) \\nif (exclude_fields is not None) : \\n        fields = [f for f in fields if (f not in exclude_fields)] \\nreturn tuple ((f for f in fields)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"info_ids\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, msg) : \\n    self.msg = str (msg) \\n    Exception.__init__ (<MASK>, msg) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def WatchBucket(self, bucket_name, address, channel_id, token = None, provider = None, fields = None) : \\n    return self._GetApi (provider).WatchBucket (token, address, channel_id, token = token, fields = fields) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def testRendersProtoStructWithListsLimit(self) : \\n    sample = ApiRDFProtoStructRendererSample (index = 0, values = ['foo', 'bar']) \\n    renderer = api_value_renderers.ApiRDFProtoStructRenderer (limit_lists = 1) \\n    data = renderer.RenderValue (sample) \\n    self.assertEqual (<MASK>, { \\n        'age' : 0, \\n        'type' : 'ApiRDFProtoStructRendererSample', \\n        'value' : { \\n            'index' : { \\n                'age' : 0, \\n                'type' : 'long', \\n                'value' : 0, \\n}, \\n            'values' : [{ \\n                'age' : 0, \\n                'type' : 'unicode', \\n                'value' : 'foo', \\n}, { \\n                'url' : 'to\\/be\\/implemented', \\n                'age' : 0, \\n                'type' : 'FetchMoreLink', \\n}], \\n}, \\n}) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, renderer, data, sample\",\"targets\":\"data\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _sequence_field(checked_class, suffix, item_type, optional, initial) : \\n    '\\n    Create checked field for either ``PSet`` or ``PVector``.\\n\\n    :param checked_class: ``CheckedPSet`` or ``CheckedPVector``.\\n    :param suffix: Suffix for new type name.\\n    :param item_type: The required type for the items in the set.\\n    :param bool optional: If true, ``None`` can be used as a value for\\n        this field.\\n    :param initial: Initial value to pass to factory.\\n\\n    :return: A ``field`` containing a checked class.\\n    ' \\n    class TheType (checked_class) : \\n        __type__ = item_type \\nTheType.__name__ = (item_type.__name__.capitalize () + suffix) \\n    if optional : \\n        def factory(argument) : \\n            if (argument is None) : \\n                return None \\nelse : \\n                return TheType (argument) \\nelse : \\n        factory = TheType \\nreturn field (type = (optional_type (TheType) if optional else TheType), factory = factory, mandatory = True, initial = factory (<MASK>)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"initial\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef json(self) : \\n    obj = self.__json__ () \\n    return json.dumps (self) \\n\\n    \\n    \\n\\n    Fix the buggy line: return json.dumps (self)\",\"targets\":\"return json.dumps (obj)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ dec.slow \\ndef test_new_double_int(self) : \\n    (key, val) = (1234.0, 12345) \\n    self.generic_new (self, val) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('awscli.customizations.emr.emrutils.get_release_label') \\ndef assert_params_for_ami_and_release_based_clusters(self, grl_patch, cmd, expected_result, expected_result_release) : \\n    if expected_result : \\n        grl_patch.return_value = None \\n        self.assert_params_for_cmd (cmd, expected_result) \\nif expected_result_release : \\n        grl_patch.return_value = 'emr-4.0' \\n        self.assert_params_for_cmd (cmd, expected_result_release) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, parent, persistent_config, temp_config) : \\n    self._configuration_object = self \\n    self._temp_configuration = temp_config \\n    QSearchTreeWindow.__init__ (self, parent) \\n\\n    \\n    \\n\\n    Fix the buggy line: self._configuration_object = self\",\"targets\":\"self._configuration_object = persistent_config\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def LoadTypeLib(szFile) : \\n    'Load and register a type library file' \\n    tlib = POINTER (ITypeLib) () \\n    _oleaut32.LoadTypeLib (c_wchar_p (tlib), byref (tlib)) \\n    return tlib \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ pytest.hookimpl (tryfirst = True, hookwrapper = True) \\ndef pytest_runtest_makereport(item, call) : \\n    outcome = (yield) \\n    rep = outcome.get_result () \\n    if ((rep.when == 'call') and rep.failed) : \\n        if ('browser' in item.fixturenames) : \\n            browser = item.funcargs ['browser'] \\n            for log_type in (set (browser.log_types) - { 'har' }) : \\n                data = '\\n\\n'.join (filter (None, (l.get ('message') for l in browser.get_log (log_type)))) \\n                if data : \\n                    rep.sections.append (('Captured {} log'.format (log_type), <MASK>)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: log_type, browser, l, outcome, rep, item, data, call\",\"targets\":\"data\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __getstate__(self) : \\n    d = copy (d.__dict__) \\n    d.pop ('ufunc', None) \\n    return d \\n\\n    \\n    \\n\\n    Fix the buggy line: d = copy (d.__dict__)\",\"targets\":\"d = copy (self.__dict__)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_counters(self, name = None, agent = None) : \\n    'See :func:`burpui.misc.backend.interface.BUIbackend.get_counters`' \\n    res = { \\n        \\n} \\n    if agent : \\n        if ((not name) or (name not in self.running [agent])) : \\n            return res \\nelse : \\n        if ((not name) or (name not in self.running)) : \\n            return res \\nfilemap = self.status ('c:{0}\\n'.format (name)) \\n    if (not filemap) : \\n        return res \\nfor line in filemap : \\n        reg = re.search ('^{0}\\\\\\\\s+(\\\\\\\\d)\\\\\\\\s+(\\\\\\\\S)\\\\\\\\s+(.+)$'.format (name), line) \\n        if (reg and (reg.group (2) == 'r') and (int (reg.group (1)) == 2)) : \\n            count = 0 \\n            for val in reg.group (3).split ('\\\\t') : \\n                if (val and (count > 0) and (count < 15)) : \\n                    try : \\n                        vals = map (int, val.split ('\\/')) \\n                        if ((vals [0] > 0) or (vals [1] > 0) or vals [2] or (vals [3] > 0)) : \\n                            res [self.counters [count]] = vals \\nexcept (ValueError, IndexError) : \\n                        count += 1 \\n                        continue \\nelse : \\n                    if val : \\n                        if (self.counters [count] == 'path') : \\n                            res [self.counters [count]] = val \\nelse : \\n                            try : \\n                                res [self.counters [count]] = int (val) \\nexcept ValueError : \\n                                count += 1 \\n                                continue \\ncount += 1 \\nif ('bytes' not in res) : \\n        res ['bytes'] = 0 \\nif (res.viewkeys () & { 'start', 'estimated_bytes', 'bytes_in' }) : \\n        try : \\n            diff = (time.time () - int (res ['start'])) \\n            byteswant = int (res ['estimated_bytes']) \\n            bytesgot = int (res ['bytes_in']) \\n            bytespersec = (bytesgot \\/ diff) \\n            bytesleft = (byteswant - bytesgot) \\n            res ['speed'] = bytespersec \\n            if (bytespersec > 0) : \\n                timeleft = int ((bytesleft \\/ bytespersec)) \\n          ...\\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def echochar(self, ch, attr = None) : \\n    if (attr is None) : \\n        attr = lib.A_NORMAL \\nch = _chtype (ch) \\n    if lib._m_ispad (self._win) : \\n        code = lib.pechochar (self._win, (ch | attr)) \\nelse : \\n        code = lib.wechochar (self._win, (<MASK> | attr)) \\nreturn _check_ERR (code, 'echochar') \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"ch\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _run_test(self) : \\n    try : \\n        database_resource = provision.DatabaseResource (self.DRIVER) \\nexcept exception.BackendNotAvailable : \\n        self.skip ('database not available') \\nschema_resource = provision.SchemaResource (database_resource, self._gen_schema) \\n    transaction_resource = provision.TransactionResource (database_resource, schema_resource) \\n    engine = transaction_resource.getResource () \\n    with engine.connect () as conn : \\n        rows = conn.execute (self.test_table.select ()) \\n        self.assertEqual (rows.fetchall (), []) \\n        trans = conn.begin () \\n        conn.execute (self.test_table.insert (), { \\n            'x' : 1, \\n            'y' : 2, \\n}) \\n        trans.rollback () \\n        rows = conn.execute (self.test_table.select ()) \\n        self.assertEqual (rows.fetchall (), []) \\n        trans = conn.begin () \\n        conn.execute (self.test_table.insert (), { \\n            'x' : 2, \\n            'y' : 3, \\n}) \\n        trans.commit () \\n        rows = conn.execute (self.test_table.select ()) \\n        self.assertEqual (rows.fetchall (), [(2, 3)]) \\ntransaction_resource.finishedWith (conn) \\n\\n    \\n    \\n\\n    Fix the buggy line: transaction_resource.finishedWith (conn)\",\"targets\":\"transaction_resource.finishedWith (engine)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _confirm_launched_at(self, block, exists) : \\n    if (exists.get ('state') != 'active') : \\n        return \\n(apb, ape) = self._get_audit_period (exists) \\n    launched_at = self._extract_launched_at (exists) \\n    if (apb and ape and (apb <= launched_at <= ape) and (len (block) == 0)) : \\n        raise UsageException ('U8', '.exists launched_at in audit period, but no related events found.') \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch.object (workbooks.WorkbookManager, 'validate', mock.MagicMock (return_value = { \\n    'valid' : False, \\n    'error' : \\\"Invalid DSL: foobar\\n\\nEpic fail\\nOn instance['tasks']['task1']:\\n\\\", \\n})) \\ndef test_workbook_invalid_syntax(self) : \\n    def_yaml = self._read_file_content (WB_INVALID_SYNTAX_PATH) \\n    resp = self.__do_post (def_yaml) \\n    expected = [{ \\n        'type' : 'schema', \\n        'path' : 'tasks.task1', \\n        'message' : 'foobar', \\n}] \\n    self.assertEqual (200, resp.status_int) \\n    self.assertListEqual (def_yaml, resp.json) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.assertListEqual (def_yaml, resp.json)\",\"targets\":\"self.assertListEqual (expected, resp.json)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, subject, decimate = False) : \\n    self.subject = subject \\n    self.types = [] \\n    (left, right) = db.get_surf (<MASK>, 'fiducial') \\n    try : \\n        (fleft, fright) = db.get_surf (subject, 'flat', nudge = True, merge = False) \\nexcept IOError : \\n        fleft = None \\nif decimate : \\n        try : \\n            (pleft, pright) = db.get_surf (subject, 'pia') \\n            self.left = DecimatedHemi (left [0], left [1], fleft [1], pia = pleft [0]) \\n            self.right = DecimatedHemi (right [0], right [1], fright [1], pia = pright [0]) \\n            self.addSurf ('wm', name = 'wm', addtype = False, renorm = False) \\nexcept IOError : \\n            self.left = DecimatedHemi (left [0], left [1], fleft [1]) \\n            self.right = DecimatedHemi (right [0], right [1], fright [1]) \\nelse : \\n        try : \\n            (pleft, pright) = db.get_surf (subject, 'pia') \\n            (wleft, wright) = db.get_surf (subject, 'wm') \\n            self.left = Hemi (pleft [0], left [1]) \\n            self.right = Hemi (pright [0], right [1]) \\n            self.addSurf ('wm', name = 'wm', addtype = False, renorm = False) \\nexcept IOError : \\n            self.left = Hemi (left [0], left [1]) \\n            self.right = Hemi (right [0], right [1]) \\nif (fleft is not None) : \\n            for (hemi, ptpoly) in ([self.left, fleft], [self.right, fright]) : \\n                fidpolys = set ((tuple (f) for f in polyutils.sort_polys (hemi.polys))) \\n                flatpolys = set ((tuple (f) for f in polyutils.sort_polys (ptpoly [1]))) \\n                hemi.aux [(np.array (list ((fidpolys - flatpolys))).astype (int), 0)] = 1 \\nif (fleft is not None) : \\n        flatmerge = np.vstack ([fleft [0] [:, : 2], fright [0] [:, : 2]]) \\n        (fmin, fmax) = (flatmerge.min (0), flatmerge.max (0)) \\n        self.flatlims = (map (float, (- fmin)), map (float, (fmax - fmin))) \\n        self.left.setFlat (fleft [0]) \\n        self.right.setFlat (fright [0]) \\nelse : \\n        self.flatlims = None \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"subject\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ nx.utils.not_implemented_for ('undirected') \\ndef is_branching(G) : \\n    '\\n    Returns True if `G` is a branching.\\n\\n    A branching is a directed forest with maximum in-degree equal to 1.\\n\\n    Parameters\\n    ----------\\n    G : directed graph\\n        The directed graph to test.\\n\\n    Returns\\n    -------\\n    b : bool\\n        A boolean that is True if `G` is a branching.\\n\\n    Notes\\n    -----\\n    In another convention, a branching is also known as a *forest*.\\n\\n    See Also\\n    --------\\n    is_forest\\n\\n    ' \\n    return (is_forest (G) and (max ((<MASK> for (n, d) in G.in_degree ())) <= 1)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"d\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def plot(self) : \\n    from statsmodels.graphics.utils import _import_mpl \\n    plt = _import_mpl () \\n    (fig, axes) = plt.subplots (4, 1, sharex = True) \\n    if hasattr (self.observed, 'plot') : \\n        self.observed.plot (ax = axes [0], legend = False) \\n        axes [0].set_ylabel ('Observed') \\n        self.trend.plot (ax = axes [1], legend = False) \\n        axes [1].set_ylabel ('Trend') \\n        self.seasonal.plot (ax = self [2], legend = False) \\n        axes [2].set_ylabel ('Seasonal') \\n        self.resid.plot (ax = axes [3], legend = False) \\n        axes [3].set_ylabel ('Residual') \\nelse : \\n        axes [0].plot (self.observed) \\n        axes [0].set_ylabel ('Observed') \\n        axes [1].plot (self.trend) \\n        axes [1].set_ylabel ('Trend') \\n        axes [2].plot (self.seasonal) \\n        axes [2].set_ylabel ('Seasonal') \\n        axes [3].plot (self.resid) \\n        axes [3].set_ylabel ('Residual') \\n        axes [3].set_xlabel ('Time') \\n        axes [3].set_xlim (0, self.nobs) \\nfig.tight_layout () \\n    return fig \\n\\n    \\n    \\n\\n    Fix the buggy line: self.seasonal.plot (ax = self [2], legend = False)\",\"targets\":\"self.seasonal.plot (ax = axes [2], legend = False)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_write_read_byte_4(self) : \\n    address_size = 32 \\n    memory = ReilMemoryEx (address_size) \\n    addr0 = 4096 \\n    write_val = 3735928559 \\n    memory.write (<MASK>, (32 \\/ 8), write_val) \\n    read_val = memory.read (addr0, (32 \\/ 8)) \\n    self.assertEqual (write_val, read_val) \\n    addr1 = 16384 \\n    write_val = 3735928559 \\n    memory.write (addr1, (32 \\/ 8), write_val) \\n    read_val = memory.read (addr1, (32 \\/ 8)) \\n    self.assertEqual (write_val, read_val) \\n    addrs = memory.read_inverse (3735928559, (32 \\/ 8)) \\n    self.assertEqual (addr0, addrs [0]) \\n    self.assertEqual (addr1, addrs [1]) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: read_val, addr0, address_size, write_val, self, memory, addrs, addr1\",\"targets\":\"addr0\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ patch ('nailgun.rpc.cast') \\ndef test_configuration_execute_by_node_id(self, mocked_rpc) : \\n    task_manager = OpenstackConfigTaskManager (self.cluster.id) \\n    task = task_manager.execute ({ \\n        'cluster_id' : self.cluster.id, \\n        'node_ids' : [self.nodes [0].id], \\n}) \\n    self.assertEqual (task_manager.status, consts.TASK_STATUSES.pending) \\n    all_node_ids = [self.nodes [0].id] \\n    self.assertEqual (task.cache ['nodes'], all_node_ids) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, score_func = f_classif, alpha = 0.05) : \\n    super (SelectFpr, self).__init__ (self) \\n    self.alpha = alpha \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, attrs = None) : \\n    final_attrs = { \\n        'class' : self.class_name, \\n} \\n    if (attrs is not None) : \\n        final_attrs.update (<MASK>) \\nsuper (AdminIntegerFieldWidget, self).__init__ (attrs = final_attrs) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: attrs, final_attrs, self\",\"targets\":\"attrs\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ retry.with_exponential_backoff () \\ndef ReportStats(self, request) : \\n    return self.stub.ReportStats (request, <MASK>.request_timeout) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ task () \\n@ timeit \\ndef send_group_email(announcement_id) : \\n    'Build and send the announcement emails to a group.' \\n    try : \\n        announcement = Announcement.objects.get (pk = announcement_id) \\nexcept Announcement.DoesNotExist : \\n        return \\ngroup = announcement.group \\n    users = User.objects.filter (groups__in = [group]) \\n    plain_content = bleach.clean (announcement.content_parsed, tags = [], strip = True).strip () \\n    email_kwargs = { \\n        'content' : <MASK>, \\n        'content_html' : announcement.content_parsed, \\n        'domain' : Site.objects.get_current ().domain, \\n} \\n    text_template = 'announcements\\/email\\/announcement.ltxt' \\n    html_template = 'announcements\\/email\\/announcement.html' \\n    @ safe_translation \\n    def _make_mail(locale, user) : \\n        subject = _ ('New announcement for {group}').format (group = group.name) \\n        mail = make_mail (subject = subject, text_template = text_template, html_template = html_template, context_vars = email_kwargs, from_email = settings.TIDINGS_FROM_ADDRESS, to_email = user.email) \\n        return mail \\nmessages = [] \\n    for u in users : \\n        locale = (u.profile.locale or settings.LANGUAGE_CODE) \\n        messages.append (_make_mail (locale, u)) \\nsend_messages (messages) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: html_template, text_template, plain_content, messages, announcement, _make_mail, u, email_kwargs, users, announcement_id, locale, group\",\"targets\":\"plain_content\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ ignore_warnings \\ndef test_max_iter() : \\n    (X, y_bin) = (iris.data, iris.target.copy ()) \\n    y_bin [(y_bin == 2)] = 0 \\n    solvers = ['newton-cg', 'liblinear', 'sag'] \\n    if (sp_version >= (0, 12)) : \\n        solvers.append ('lbfgs') \\nfor max_iter in range (1, 5) : \\n        for solver in solvers : \\n            for multi_class in ['ovr', 'multinomial'] : \\n                if ((solver == 'liblinear') and (multi_class == 'multinomial')) : \\n                    continue \\nlr = LogisticRegression (max_iter = max_iter, tol = 1e-15, multi_class = multi_class, random_state = 0, solver = solver) \\n                lr.fit (X, y_bin) \\n                assert_equal (lr.n_iter_ [0], max_iter) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ compiles (RenameTable) \\ndef visit_rename_table(element, compiler, **kw) : \\n    return ('%s RENAME TO %s' % (alter_table (kw, element.table_name, element.schema), format_table_name (compiler, element.new_table_name, element.schema))) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_clients(self) : \\n    ' Get ZooKeeper server clients ' \\n    clients = [] \\n    stat = self._send_cmd ('stat') \\n    if (not stat) : \\n        return clients \\nsio = StringIO (stat) \\n    sio.readline () \\n    sio.readline () \\n    for line in <MASK> : \\n        if (not line.strip ()) : \\n            break \\ntry : \\n            clients.append (Session (line.strip ())) \\nexcept Session.BrokenLine : \\n            continue \\nreturn clients \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: line, stat, sio, self, clients\",\"targets\":\"sio\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, n = 1, normalize = False, **kwds) : \\n    self.n = n \\n    self.normalize = normalize \\n    self.startingMonth = kwds.get ('startingMonth', 3) \\n    self.kwds = normalize \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ given (strategies = lists (sampled_from (axelrod.strategies), min_size = 2, max_size = 5, unique = True), rm = random_module ()) \\n@ settings (max_examples = 5, timeout = 0) \\n@ example (strategies = [axelrod.BackStabber, axelrod.MindReader], rm = random.seed (0)) \\n@ example (strategies = [axelrod.ThueMorse, axelrod.MindReader], rm = random.seed (0)) \\ndef test_property_players(self, strategies, rm) : \\n    'Hypothesis test that randomly checks players' \\n    players = [s () for s in strategies] \\n    mp = MoranProcess (players) \\n    populations = mp.play () \\n    self.assertEqual (populations, mp.populations) \\n    self.assertIn (mp.winning_strategy_name, [str (p) for p in <MASK>]) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"players\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, p) : \\n    self.path = p \\n    if (p != '.') : \\n        self.ents = [pathobj_mangle (<MASK>) for ent in os.listdir (p)] \\nelse : \\n        self.ents = None \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"ent\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_blocks(self, text) : \\n    return { name : code for (name, code) in self.re_block.findall (text) } \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, forecasts_location_id, observations_location_id) : \\n    self.forecasts_location_id = observations_location_id \\n    self.observations_location_id = observations_location_id \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __iter__(self) : \\n    children_elements = MacUtils.ApplescriptExecutor.get_children_elements (self._object_selector, <MASK>._layer_num, self._proc_name) \\n    children = children_elements [0] \\n    layer_number = children_elements [1] \\n    if (not len (children)) : \\n        raise StopIteration () \\nfor element in children : \\n        (yield MacElement (element ['selector'], layer_number, self._proc_name, self.proc_id, element ['class_id'])) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: children_elements, self, children, element, layer_number\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_all_cluster_vmware_attributes_in_white_list(self) : \\n    cluster = self.env.create (nodes_kwargs = [{ \\n        'roles' : ['compute'], \\n}]) \\n    self.env.create_node (status = consts.NODE_STATUSES.discover) \\n    expected_paths = self._find_leafs_paths (cluster.vmware_attributes.editable, leafs_names = ('vsphere_cluster', 'enable')) \\n    actual_paths = [rule.path [: (- 1)] for rule in InstallationInfo.vmware_attributes_white_list] \\n    for path in cluster : \\n        self.assertIn (path, actual_paths) \\n\\n    \\n    \\n\\n    Fix the buggy line: for path in cluster :\",\"targets\":\"for path in expected_paths :\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def socket_open(family, socktype, protocol) : \\n    global socket_open_called \\n    socket_open_called = True \\n    s = socket.socket (family, <MASK>, protocol) \\n    s.setsockopt (socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1) \\n    return s \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: family, socket_open_called, socktype, protocol, s\",\"targets\":\"socktype\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ app.route ('\\/findhost') \\n@ login_required \\ndef findhost() : \\n    'Just used for the type ahead' \\n    if (not request.args.get ('q')) : \\n        abort (400) \\nresult = [] \\n    for i in r.table ('hosts').filter ((r.row ['hostname'].match (('^%s' % request.args.get ('q'))) | r.row ['ip'].match (('^%s' % request.args.get ('q'))))).pluck ({ \\n        'hostname' : True, \\n        'ip' : True, \\n}).run (rdb.conn) : \\n        if i ['hostname'].startswith (request.args.get ('q')) : \\n            result.append (i ['hostname']) \\nelse : \\n            result.append (<MASK> ['ip']) \\nreturn ','.join (result) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: result, i\",\"targets\":\"i\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _app_destroy(self, to_rt_uuid, callback, app_id, actor_ids, status, peer_node_id = None, uri = None) : \\n    ' Got link? continue app destruction ' \\n    if status : \\n        msg = { \\n            'cmd' : 'APP_DESTROY', \\n            'app_uuid' : app_id, \\n            'actor_uuids' : actor_ids, \\n} \\n        self.network.links [to_rt_uuid].send_with_reply (callback, msg) \\nelse : \\n        if <MASK> : \\n            callback (status = status) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"callback\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _fwd(self, x, xp) : \\n    return xp.amin (x, axis = x.axis, keepdims = self.keepdims) \\n\\n    \\n    \\n\\n    Fix the buggy line: return xp.amin (x, axis = x.axis, keepdims = self.keepdims)\",\"targets\":\"return xp.amin (x, axis = self.axis, keepdims = self.keepdims)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _capability_negotiated(self, capab) : \\n    \\\" Mark capability as negotiated, and end negotiation if we're done. \\\" \\n    self._capabilities_negotiating.discard (capab) \\n    if ((not self._capabilities_requested) and (not capab._capabilities_negotiating)) : \\n        self.rawmsg ('CAP', 'END') \\n\\n    \\n    \\n\\n    Fix the buggy line: if ((not self._capabilities_requested) and (not capab._capabilities_negotiating)) :\",\"targets\":\"if ((not self._capabilities_requested) and (not self._capabilities_negotiating)) :\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _handle(self, date, value) : \\n    self._data [(<MASK>, self._name)] = value \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, value, date\",\"targets\":\"date\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _create_polygon(self, length, items) : \\n    rings = [] \\n    for r in items : \\n        if isinstance (r, GEOM_PTR) : \\n            rings.append (r) \\nelse : \\n            rings.append (self._construct_ring (r)) \\nshell = self._clone (rings.pop (0)) \\n    n_holes = (length - 1) \\n    if n_holes : \\n        holes = get_pointer_arr (n_holes) \\n        for (i, r) in enumerate (rings) : \\n            holes [<MASK>] = self._clone (r) \\n            holes_param = byref (holes) \\nelse : \\n        holes_param = None \\nreturn capi.create_polygon (shell, holes_param, c_uint (n_holes)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"i\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, config, method, path, params = None) : \\n    if (params is None) : \\n        params = { \\n            \\n} \\nself.config = config \\n    self.method = method \\n    self.path = path \\n    self.params = copy.copy (params) \\n    if (path == POST) : \\n        self.body = six.text_type (json.dumps (params)).encode ('utf8') \\n        self.query_params = { \\n            \\n} \\nelse : \\n        if (method == GET) : \\n            self.body = bytes () \\n            self.query_params = params \\nelse : \\n            raise NotImplementedError ('Only GET and POST supported') \\nself._generate_auth () \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _api_grid_loadbalancer_edit(self, method, url, body, headers) : \\n    body = self.fixtures.load ('loadbalancer_edit.json') \\n    return (httplib.OK, <MASK>, { \\n        \\n}, httplib.responses [httplib.OK]) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"body\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __contains__(self, item) : \\n    return (item in item._values) \\n\\n    \\n    \\n\\n    Fix the buggy line: return (item in item._values)\",\"targets\":\"return (item in self._values)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef sphinx_conf(self) : \\n    in_path = os.path.join (fp.path, 'sphinx', 'conf.in.py') \\n    if (not os.path.exists (in_path)) : \\n        return '' \\nwith open (in_path, 'r') as fp : \\n        return fp.read () \\n\\n    \\n    \\n\\n    Fix the buggy line: in_path = os.path.join (fp.path, 'sphinx', 'conf.in.py')\",\"targets\":\"in_path = os.path.join (self.path, 'sphinx', 'conf.in.py')\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ webob.dec.wsgify (RequestClass = webob.Request) \\ndef __call__(self, req) : \\n    try : \\n        LOG.debug ('Request: %s', req) \\n        (instance_id, tenant_id) = self._get_instance_and_tenant_id (req) \\n        if instance_id : \\n            return self._proxy_request (instance_id, tenant_id, req) \\nelse : \\n            return webob.exc.HTTPNotFound () \\nexcept Exception : \\n        LOG.exception (_LE ('Unexpected error.')) \\n        msg = _ ('An unknown error has occurred. Please try your request again.') \\n        explanation = six.text_type (msg) \\n        return webob.exc.HTTPInternalServerError (explanation = explanation) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('contextio.lib.api.logging.debug') \\ndef test_debug_logs_message_when_debug_equals_log(self, mock_logging_debug) : \\n    self.api = Api (consumer_key = 'foo', consumer_secret = 'bar', debug = 'log') \\n    mock_response = mock.Mock () \\n    mock_response.request.url = 'fake_url' \\n    mock_response.request.method = 'GET' \\n    mock_response.status_code = 404 \\n    message = '--------------------------------------------------\\nURL:    {0}\\nMETHOD: {1}\\nSTATUS: 2\\n\\nREQUEST\\n{3}\\n\\nRESPONSE\\n{4}\\n'.format (mock_response.request.url, mock_response.request.method, <MASK>.status_code, mock_response.request.__dict__, mock_response.__dict__) \\n    self.api._debug (mock_response) \\n    mock_logging_debug.assert_called_with (message) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"mock_response\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _decode_data(self, data, charset) : \\n    ' Decode string data.\\n\\n        :returns: unicode string\\n        ' \\n    try : \\n        return smart_unicode (<MASK>, charset) \\nexcept UnicodeDecodeError : \\n        raise errors.BadRequest ('wrong charset') \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, charset, data\",\"targets\":\"data\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __add__(self, arg) : \\n    selfcopy = copy.copy (self) \\n    selfcopy.update (stubbornDict (arg)) \\n    return arg \\n\\n    \\n    \\n\\n    Fix the buggy line: return arg\",\"targets\":\"return selfcopy\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ pytest.fixture \\ndef MockResponse() : \\n    MockResponseClass = mock.create_autospec (growler.http.response.HTTPResponse) \\n    def build() : \\n        return MockResponseClass () \\nreturn build \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _control(self, fd, events, flags) : \\n    kevents = [] \\n    if (events & IOLoop.WRITE) : \\n        kevents.append (select.kevent (fd, filter = select.KQ_FILTER_WRITE, flags = flags)) \\nif ((events & IOLoop.READ) or (not kevents)) : \\n        kevents.append (select.kevent (fd, filter = select.KQ_FILTER_READ, flags = <MASK>)) \\nfor kevent in kevents : \\n        self._kqueue.control ([kevent], 0) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: kevent, kevents, events, flags, fd, self\",\"targets\":\"flags\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def step(self) : \\n    ' integrate state using simple rectangle rule ' \\n    thrust = float (self.action [0]) \\n    rudder = float (self.action [1]) \\n    (h, hdot, v) = self.sensors \\n    rnd = random.normal (0, 1.0, size = 3) \\n    thrust = min (max (thrust, (- 1)), (+ 2)) \\n    rudder = min (max (rudder, (- 90)), (+ 90)) \\n    drag = ((5 * h) + ((rudder ** 2) + rnd [0])) \\n    force = ((((30.0 * thrust) - (2.0 * v)) - ((0.02 * v) * drag)) + (rnd [1] * 3.0)) \\n    v = (v + ((self.dt * force) \\/ self.mass)) \\n    v = min (max (v, (- 10)), (+ 40)) \\n    torque = ((- force) * (((rudder + h) + (1.0 * hdot)) + (rnd [2] * 10.0))) \\n    last_hdot = hdot \\n    hdot += (torque \\/ self.I) \\n    hdot = min (max (hdot, (- 180)), 180) \\n    h += ((hdot + last_hdot) \\/ 2.0) \\n    if (h > 180.0) : \\n        h -= 360.0 \\nelse : \\n        if (h < (- 180.0)) : \\n            h += 360.0 \\nself.sensors = (h, hdot, v) \\n\\n    \\n    \\n\\n    Fix the buggy line: torque = ((- force) * (((rudder + h) + (1.0 * hdot)) + (rnd [2] * 10.0)))\",\"targets\":\"torque = ((- v) * (((rudder + h) + (1.0 * hdot)) + (rnd [2] * 10.0)))\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _build_sentence_list(self, text, tokens) : \\n    '\\n        Given the original text and the list of augmented word tokens,\\n        construct and return a tokenized list of sentence strings.\\n        ' \\n    pos = 0 \\n    WS_REGEXP = re.compile ('\\\\\\\\s*') \\n    sentence = '' \\n    for aug_tok in tokens : \\n        tok = aug_tok.tok \\n        ws = WS_REGEXP.match (text, pos).group () \\n        pos += len (ws) \\n        if (text [pos : (pos + len (tok))] != tok) : \\n            pat = '\\\\\\\\s*'.join ((re.escape (c) for c in tok)) \\n            m = re.compile (pat).match (text, pos) \\n            if m : \\n                tok = m.group () \\nassert (text [pos : (self + len (tok))] == tok) \\n        pos += len (tok) \\n        if sentence : \\n            sentence += ws \\nsentence += tok \\n        if aug_tok.sentbreak : \\n            (yield sentence) \\n            sentence = '' \\nif sentence : \\n        (yield sentence) \\n\\n    \\n    \\n\\n    Fix the buggy line: assert (text [pos : (self + len (tok))] == tok)\",\"targets\":\"assert (text [pos : (pos + len (tok))] == tok)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def assertValidRelationship(self, rel) : \\n    self.assert_ (isinstance (rel, typepad.Relationship), ('object %r is not a typepad.Relationship' % rel)) \\n    self.assert_ (rel.url_id) \\n    self.assert_ (rel.make_self_link ()) \\n    self.assert_ (rel.status) \\n    if (isinstance (rel.source, typepad.Group) or isinstance (rel.target, typepad.Group)) : \\n        self.assert_ (rel.created) \\n        self.assert_ ((len (rel.status.types) > 0)) \\n        self.assert_ ((rel.status.types [0] in rel.created)) \\nself.assert_ (rel.source) \\n    if (rel.source.object_type == 'Group') : \\n        self.assertValidGroup (rel.source) \\nelse : \\n        if (rel.source.object_type == 'User') : \\n            self.assertValidUser (rel.source) \\nelse : \\n            self.fail (('unexpected object type %s for relationship source' % rel.source.object_types [0])) \\nself.assert_ (rel.target) \\n    if (<MASK>.target.object_type == 'Group') : \\n        self.assertValidGroup (rel.target) \\nelse : \\n        if (rel.target.object_type == 'User') : \\n            self.assertValidUser (rel.target) \\nelse : \\n            self.fail (('unexpected object type %s for relationship target' % rel.target.object_type)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: rel, self\",\"targets\":\"rel\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def changeable(self, item) : \\n    return getattr (<MASK>, 'feincms_changeable', True) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"item\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __call__(self, request) : \\n    functions = [] \\n    for func in api_iterate (self.api) : \\n        function = ApiFunction (func) \\n        if function.documented : \\n            functions.append (function) \\nfunctions.sort (cmp = (lambda x, y : cmp (x.name, y.name))) \\n    if hasattr (self.api.__class__, 'NAMESPACES') : \\n        namespaces = [] \\n        for (name, nsname) in self.api.NAMESPACES : \\n            namespaces.append (ApiNamespace (<MASK>, nsname, functions)) \\nreturn direct_to_template (request, 'wapi\\/documentation.html', { \\n        'functions' : functions, \\n        'namespaces' : namespaces, \\n}) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"name\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def call(self, path, method = 'get', params = None, body = None, headers = None, versioned = True) : \\n    url = self._url (path, params = params, versioned = versioned) \\n    return self._call (url, method = <MASK>, body = body, headers = headers) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: url, method, versioned, path, self, headers, params, body\",\"targets\":\"method\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('nova.compute.api.HostAPI.instance_get_all_by_host') \\ndef test_hypervisors_with_servers(self, mock_instance_get) : \\n    instance = [{ \\n        'deleted' : None, \\n        'name' : 'test_server1', \\n        'uuid' : 'aaaaaaaa-aaaa-aaaa-aaaa-aaaaaaaaaaaa', \\n}, { \\n        'deleted' : None, \\n        'name' : 'test_server2', \\n        'uuid' : 'bbbbbbbb-bbbb-bbbb-bbbb-bbbbbbbbbbbb', \\n}] \\n    mock_instance_get.return_value = mock_instance_get \\n    response = self._do_get ('os-hypervisors\\/fake\\/servers') \\n    self._verify_response ('hypervisors-with-servers-resp', { \\n        \\n}, response, 200) \\n\\n    \\n    \\n\\n    Fix the buggy line: mock_instance_get.return_value = mock_instance_get\",\"targets\":\"mock_instance_get.return_value = instance\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, label = None, rel = None, uri = None, primary = 'false', text = None, extension_elements = None, extension_attributes = None) : \\n    GDataBase.__init__ (self, text = text, extension_elements = extension_elements, extension_attributes = extension_attributes) \\n    self.label = rel \\n    self.rel = (rel or REL_OTHER) \\n    self.uri = uri \\n    self.primary = primary \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def update_psum(self, S) : \\n    '\\n        This routine applies the convergence acceleration to the list of partial sums.\\n\\n        A   = sum(a_k, k = 0..infinity)\\n        s_n = sum(a_k, k = 0..n)\\n\\n        v, e = ...update_psum([s_0, s_1,..., s_k])\\n\\n        output:\\n          v      current estimate of the series A\\n          e      an error estimate which is simply the difference between the current\\n                 estimate and the last estimate.\\n        ' \\n    if (self.variant != 'v') : \\n        if (self.n == 0) : \\n            self.run (S [0], S [0]) \\nwhile (err.n < len (S)) : \\n            self.run (S [self.n], (S [self.n] - S [(self.n - 1)])) \\nelse : \\n        if (len (S) == 1) : \\n            self.last = 0 \\n            return (S [0], abs (S [0])) \\nif (self.n == 0) : \\n            self.a1 = (S [1] - S [0]) \\n            self.run (S [0], S [0], self.a1) \\nwhile (self.n < (len (S) - 1)) : \\n            na1 = (S [(self.n + 1)] - S [self.n]) \\n            self.run (S [self.n], self.a1, na1) \\n            self.a1 = na1 \\nvalue = (self.A [0] \\/ self.B [0]) \\n    err = abs ((value - self.last)) \\n    self.last = value \\n    return (value, err) \\n\\n    \\n    \\n\\n    Fix the buggy line: while (err.n < len (S)) :\",\"targets\":\"while (self.n < len (S)) :\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, func, patch_text) : \\n    self.func = <MASK> \\n    self.patch_text = patch_text \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: patch_text, self, func\",\"targets\":\"func\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, reader, state_key, output_time_fn_impl) : \\n    self.reader = reader \\n    self.state_key = <MASK> \\n    self.output_time_fn_impl = output_time_fn_impl \\n    self.hold_time = None \\n    self.fetched = False \\n    self.modified = False \\n    self.cleared = False \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"state_key\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef create(cls, pathFilter) : \\n    visible = True \\n    with IECore.IgnoredExceptions (KeyError) : \\n        visible = pathFilter.userData () ['UI'] ['visible'].value \\nif (not <MASK>) : \\n        return None \\nc = pathFilter.__class__ \\n    while (c is not None) : \\n        creator = cls.__typesToCreators.get (c, None) \\n        if (creator is not None) : \\n            return creator (pathFilter) \\nc = (c.__bases__ [0] if c.__bases__ else None) \\nreturn None \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: creator, cls, c, pathFilter, visible\",\"targets\":\"visible\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __enter__(self) : \\n    self.stack.append ((Application.current_app, self.application.request)) \\n    Application.current_app = ca = self.application \\n    ca.request = self.request \\n    return ca \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def compute(self) : \\n    im = self.get_input ('Input Image') \\n    if self.has_input ('Input PixelType') : \\n        inPixelType = self.get_input ('Input PixelType') \\nelse : \\n        inPixelType = im.getPixelType () \\nif self.has_input ('Dimension') : \\n        dim = self.get_input ('Dimension') \\nelse : \\n        dim = im.getDim () \\ninImgType = itk.Image [(inPixelType._type, dim)] \\n    up = self.get_input ('Upper Value') \\n    lo = self.get_input ('Lower Value') \\n    self.filter_ = itk.ThresholdImageFilter [inImgType].New (im.getImg ()) \\n    self.filter_.SetUpper (up) \\n    self.filter_.SetLower (lo) \\n    self.filter_.Update () \\n    outIm = Image () \\n    outIm.setImg (self.filter_.GetOutput ()) \\n    outIm.setPixelType (inPixelType) \\n    outIm.setDim (dim) \\n    self.set_output ('Output Image', <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: inPixelType, dim, self, inImgType, up, lo, outIm, im\",\"targets\":\"outIm\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def instantiate_from(self, filename) : \\n    datadir = (os.environ.get ('FHIR_UNITTEST_DATADIR') or '') \\n    with io.open (os.path.join (datadir, filename), 'r', encoding = 'utf-8') as handle : \\n        js = json.load (handle) \\n        self.assertEqual ('EnrollmentRequest', <MASK> ['resourceType']) \\nreturn enrollmentrequest.EnrollmentRequest (js) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"js\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ lib.api_call \\ndef get_motor(self, name) : \\n    if (self.mode == 'power') : \\n        return self.motors [name].power \\nelse : \\n        return self.motors [name].velocity \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ unittest.skipUnless (hasattr (os, 'fork'), 'os.fork is required for this test') \\ndef test_process_awareness(self) : \\n    (read_fd, write_fd) = os.pipe () \\n    pid = None \\n    try : \\n        pid = os.fork () \\n        if (not pid) : \\n            os.close (read_fd) \\n            os.write (write_fd, next (self.r).encode ('ascii')) \\n            os.close (write_fd) \\n            os._exit (0) \\nparent_value = next (self.r) \\n        child_value = os.read (read_fd, len (parent_value)).decode ('ascii') \\nfinally : \\n        if pid : \\n            try : \\n                os.kill (pid, signal.SIGKILL) \\nexcept EnvironmentError : \\n                pass \\nos.close (<MASK>) \\n        os.close (write_fd) \\nself.assertNotEqual (child_value, parent_value) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"read_fd\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def add_link(self, name, href = '', icon = '', label = '', category = '', category_icon = '', category_label = '', baseview = None) : \\n    label = (label or name) \\n    category_label = (category_label or category) \\n    if (category == '') : \\n        self.menu.append (MenuItem (name = name, href = href, icon = icon, label = label, baseview = baseview)) \\nelse : \\n        menu_item = self.find (category) \\n        if menu_item : \\n            new_menu_item = MenuItem (name = name, href = href, icon = icon, label = label, baseview = baseview) \\n            menu_item.childs.append (new_menu_item) \\nelse : \\n            self.add_category (category = category, icon = category_icon, label = category_label) \\n            new_menu_item = MenuItem (name = name, href = href, icon = icon, label = label, baseview = baseview) \\n            self.find (category).childs.append (<MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"new_menu_item\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_config(self) : \\n    config = { \\n        'output_dim' : self.output_dim, \\n        'init' : self.init.__name__, \\n        'activation' : self.activation.__name__, \\n        'W_regularizer' : (self.W_regularizer.get_config () if self.W_regularizer else None), \\n        'b_regularizer' : (self.b_regularizer.get_config () if self.b_regularizer else None), \\n        'activity_regularizer' : (self.activity_regularizer.get_config () if self.activity_regularizer else None), \\n        'W_constraint' : (self.W_constraint.get_config () if self.W_constraint else None), \\n        'b_constraint' : (self.b_constraint.get_config () if self.b_constraint else None), \\n        'bias' : self.bias, \\n        'input_dim' : self.input_dim, \\n        'input_length' : <MASK>.input_length, \\n} \\n    base_config = super (TimeDistributedDense, self).get_config () \\n    return dict ((list (base_config.items ()) + list (config.items ()))) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: config, self, base_config\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef _validate_shared_create(self, context, obj, identity) : \\n    links = self.usage_graph.get (identity, { \\n        \\n}) \\n    for attr in links : \\n        ids = obj [attr] \\n        if ids : \\n            if isinstance (ids, basestring) : \\n                ids = [ids] \\nref_type = links [attr] \\n            linked_objects = getattr (self, ('get_%s' % self.plurals [ref_type])) (context, filters = { \\n                'id' : ids, \\n}) \\n            link_ids = set () \\n            for linked in linked_objects : \\n                link_ids.add (<MASK> ['id']) \\n                GroupPolicyPlugin._verify_sharing_consistency (obj, linked, identity, ref_type, context.is_admin) \\nmissing = (set (ids) - link_ids) \\n            if missing : \\n                raise gpex.GbpResourceNotFound (identity = ref_type, id = str (missing)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: linked, ref_type, missing, ids, link_ids, identity, linked_objects, attr, self, links, context, obj\",\"targets\":\"linked\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ skipUnlessDBFeature ('supports_temporal_subtraction') \\ndef test_datetime_subtraction(self) : \\n    under_estimate = [<MASK>.name for e in Experiment.objects.filter (estimated_time__gt = (F ('end') - F ('start')))] \\n    self.assertEqual (under_estimate, ['e2']) \\n    over_estimate = [e.name for e in Experiment.objects.filter (estimated_time__lt = (F ('end') - F ('start')))] \\n    self.assertEqual (over_estimate, ['e4']) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"e\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, cfg) : \\n    self.error_log = logging.getLogger ('gunicorn.error') \\n    self.error_log.propagate = False \\n    self.access_log = logging.getLogger ('gunicorn.access') \\n    self.access_log.propagate = False \\n    self.error_handlers = [] \\n    self.access_handlers = [] \\n    self.cfg = <MASK> \\n    self.setup (cfg) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"cfg\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef connection_info(self) : \\n    cfg = self.config \\n    kw_list = ('user', 'host', 'unix_sock', 'port', 'password') \\n    return dict (((kw, cfg [kw]) for kw in kw_list if (kw in cfg))) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ _requires_sni \\ndef set_tlsext_servername_callback(self, callback) : \\n    '\\n        Specify a callback function to be called when clients specify a server\\n        name.\\n\\n        :param callback: The callback function.  It will be invoked with one\\n            argument, the Connection instance.\\n        ' \\n    @ wraps (callback) \\n    def wrapper(ssl, alert, arg) : \\n        callback (Connection._reverse_mapping [ssl]) \\n        return 0 \\nself._tlsext_servername_callback = _ffi.callback ('int (*)(const SSL *, int *, void *)', wrapper) \\n    _lib.SSL_CTX_set_tlsext_servername_callback (self._context, self._tlsext_servername_callback) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ register_opt ('fast_compile') \\n@ op_lifter ([tensor.SpecifyShape]) \\ndef local_gpua_specifyShape(node, context_name) : \\n    if isinstance (node.inputs [0].type, GpuArrayType) : \\n        return \\ninp = ([GpuFromHost (context_name) (node.inputs [0])] + node.inputs [1 :]) \\n    return tensor.specify_shape (* node) \\n\\n    \\n    \\n\\n    Fix the buggy line: return tensor.specify_shape (* node)\",\"targets\":\"return tensor.specify_shape (* inp)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, name, switch, block_ins) : \\n    super (SwitchBlock, self).__init__ (self, block_ins) \\n    self.switch = switch \\n    self.cases = [] \\n    self.default = None \\n    self.node_to_case = defaultdict (list) \\n    self.type.is_switch = True \\n\\n    \\n    \\n\\n    Fix the buggy line: super (SwitchBlock, self).__init__ (self, block_ins)\",\"targets\":\"super (SwitchBlock, self).__init__ (name, block_ins)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ profile.route ('\\/<string:username>') \\n@ login_required \\ndef dashboard_library(username = None) : \\n    'Return user dashboard library page.\\n    ' \\n    if ((user is None) or (username == current_user.username)) : \\n        user = current_user \\nelse : \\n        user = db.session.query (User).filter ((User.username == username)).first () \\n        if (not user) : \\n            abort (http.NOT_FOUND) \\nsession.pop (current_user.username, None) \\n    return render_template ('library.jinja', name = user.username) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def set_text(self, message) : \\n    '\\n\\\\t\\\\t\\\\tAttach message in the text portion of multipart\\/alternative\\n\\\\t\\\\t' \\n    from email.mime.text import MIMEText \\n    part = MIMEText (<MASK>, 'plain', 'utf-8') \\n    self.msg_multipart.attach (part) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"message\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ rest_utils.ajax () \\ndef get(self, request) : \\n    'Get a list of security groups.\\n\\n        The listing result is an object with property \\\"items\\\". Each item is\\n        a security group.\\n\\n        Example GET:\\n        http:\\/\\/localhost\\/api\\/network\\/securitygroups\\n        ' \\n    security_groups = api.network.security_group_list (<MASK>) \\n    return { \\n        'items' : [sg.to_dict () for sg in security_groups], \\n} \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, sg, security_groups, request\",\"targets\":\"request\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, abstract = False, extends = None, merges = None, type_alias = None, **kwargs) : \\n    'Creates a new struct data blob.\\n\\n    By default Structs are anonymous (un-named), concrete (not `abstract`), and they neither\\n    inherit nor merge another Struct.\\n\\n    Inheritance is allowed via the `extends` and `merges` channels.  An object inherits all\\n    attributes from the object it extends, overwriting any attributes in common with the extended\\n    object with its own.  The relationship is an \\\"overlay\\\".  For the merges, the same rules apply\\n    for as for extends working left to right such that the rightmost merges attribute will overwrite\\n    any similar attribute from merges to its left where the main object does not itself define the\\n    attribute.  The primary difference is in handling of lists and dicts.  These are merged and not\\n    over-written; again working from left to right with the main object\\\\'s collection serving as the\\n    seed when present.\\n\\n    A Struct can be semantically abstract without setting `abstract=True`. The `abstract`\\n    value can serve as documentation, or, for subclasses that provide an implementation for\\n    `validate_concrete`, it allows skipping validation for abstract instances.\\n\\n    :param bool abstract: `True` to mark this struct as abstract, in which case no\\n                          validation is performed (see `validate_concrete`); `False` by default.\\n    :param extends: The struct instance to inherit field values from.  Any shared fields are\\n                    over-written with this instances values.\\n    :type extends: An addressed or concrete struct instance that is a type compatible with\\n                   this struct or this structs superclasses.\\n    :param merges: The struct instances to merge this instance\\\\'s field values with.  Merging\\n                   is like extension except for containers, which are extended instead of replaced;\\n                   ie: any `dict` values are updated with this instances items and any `list` values\\n                 ...\\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def add(self, sig = None, argtypes = None, restype = None) : \\n    if (argtypes is not None) : \\n        warnings.warn ('Keyword argument argtypes is deprecated', DeprecationWarning) \\n        assert (sig is None) \\n        if (restype is None) : \\n            sig = tuple (argtypes) \\nelse : \\n            sig = restype (* argtypes) \\ndel argtypes \\n    del restype \\n    indims = [len (x) for x in self.inputsig] \\n    outdims = [len (x) for x in self.outputsig] \\n    funcname = <MASK>.py_func.__name__ \\n    src = expand_gufunc_template (self._kernel_template, indims, outdims, funcname) \\n    glbls = self._get_globals (sig) \\n    _exec (src, glbls) \\n    fnobj = glbls ['__gufunc_{name}'.format (name = funcname)] \\n    (args, return_type) = sigutils.normalize_signature (sig) \\n    outertys = list (_determine_gufunc_outer_types (args, (indims + outdims))) \\n    kernel = self._compile_kernel (fnobj, sig = tuple (outertys)) \\n    dtypes = tuple ((np.dtype (str (t.dtype)) for t in outertys)) \\n    self.kernelmap [tuple (dtypes [: (- 1)])] = (dtypes [(- 1)], kernel) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: restype, fnobj, return_type, outertys, funcname, glbls, indims, kernel, t, self, sig, dtypes, src, outdims, argtypes, args, x\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ attr (speed = 'fast') \\ndef test_1d_freq() : \\n    ' reading\\/writing of 1D RNMRTK frequency domain file ' \\n    (dic, data) = ng.rnmrtk.read (os.path.join (DATA_DIR, 'rnmrtk_1d', 'freq_1d.sec')) \\n    assert (data.shape == (4096,)) \\n    assert (np.abs ((data [0] - (- 1726.76))) <= 0.01) \\n    assert (np.abs ((<MASK> [1] - (- 1702.76))) <= 0.01) \\n    assert (dic ['sw'] [0] == 50000.0) \\n    assert (dic ['sf'] [0] == 125.68) \\n    assert (dic ['ppm'] [0] == 99.0) \\n    write_readback (dic, data) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: data, dic\",\"targets\":\"data\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def add_separator(self, category = '') : \\n    menu_item = self.find (category) \\n    if menu_item : \\n        menu_item.childs.append (MenuItem ('-')) \\nelse : \\n        raise Exception ('Menu separator does not have correct category {}'.format (category)) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, labels = None, down_revision = None, is_branch_point = False) : \\n    if (not labels) : \\n        labels = set () \\nself.branch_labels = <MASK> \\n    self.down_revision = down_revision \\n    self.is_branch_point = is_branch_point \\n    self.revision = tools.get_random_string () \\n    self.module = mock.MagicMock () \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"labels\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef from_crawler(cls, crawler) : \\n    recipients = crawler.settings.getlist ('STATSMAILER_RCPTS') \\n    if (not recipients) : \\n        raise NotConfigured \\nmail = MailSender.from_settings (crawler.settings) \\n    o = cls (<MASK>.stats, recipients, mail) \\n    crawler.signals.connect (o.spider_closed, signal = signals.spider_closed) \\n    return o \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: cls, o, recipients, mail, crawler\",\"targets\":\"crawler\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def testAmbiguousNext(self) : \\n    input = 'The next event will take place on Friday' \\n    friday = 4 \\n    num_days_away = ((friday - datetime.datetime.today ().weekday ()) % 7) \\n    target = (datetime.datetime.today () + datetime.timedelta (days = num_days_away)) \\n    self.compareDate (<MASK>, target) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"input\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ marked \\ndef construct_scalar(self, node) : \\n    if (not isinstance (node, nodes.ScalarNode)) : \\n        raise ConstructorError (None, None, ('expected a scalar node, but found %s' % node.id), node.start_mark) \\nreturn <MASK>.value \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"node\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _DownloadPageContent(download_url) : \\n    'Downloads the page content.\\n\\n  Args:\\n    download_url: the URL where to download the page content.\\n\\n  Returns:\\n    The page content if successful, None otherwise.\\n  ' \\n    if (not download_url) : \\n        return \\nurl_object = urlopen (download_url) \\n    if ((not url_object) or (url_object.code != 200)) : \\n        return \\nreturn url_object.read () \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _set_column_labels(self, nid, column_labels) : \\n    ' Set the column labels.\\n        ' \\n    for (i, (header, label)) in enumerate (map (None, self.factory.column_headers [1 :], column_labels), 1) : \\n        if ((header is not None) and (label is not None)) : \\n            nid.setText (<MASK>, label) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"i\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, config, storage = PasspieStorage) : \\n    self.config = <MASK> \\n    self.path = config ['path'] \\n    self.repo = Repository (self.path, autopull = config.get ('autopull'), autopush = config.get ('autopush')) \\n    PasspieStorage.extension = config ['extension'] \\n    super (Database, self).__init__ (self.path, storage = storage) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, config, storage\",\"targets\":\"config\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, data, neighborhood, normalizer = None, mapsize = None, mask = None, mapshape = 'planar', lattice = 'rect', initialization = 'pca', training = 'batch', name = 'sompy') : \\n    '\\n        Self Organizing Map\\n\\n        :param data: data to be clustered, represented as a matrix of n rows, as inputs and m cols as input features\\n        :param neighborhood: neighborhood object calculator.\\n        :param normalizer: normalizer object calculator.\\n        :param mapsize: tuple\\/list defining the dimensions of the som. If single number is provided is considered as the number of nodes.\\n        :param mask: mask\\n        :param mapshape: shape of the som.\\n        :param lattice: type of lattice.\\n        :param initialization: method to be used for initialization of the som.\\n        :param name: name used to identify the som\\n        :param training: Training mode (seq, batch)\\n        ' \\n    self._data = (normalizer.normalize (data) if normalizer else data) \\n    self._normalizer = mask \\n    self._dim = data.shape [1] \\n    self._dlen = data.shape [0] \\n    self._dlabel = None \\n    self._bmu = None \\n    self.name = name \\n    self.data_raw = data \\n    self.neighborhood = neighborhood \\n    self.mapshape = mapshape \\n    self.initialization = initialization \\n    self.mask = (mask or np.ones ([1, self._dim])) \\n    self.codebook = Codebook (mapsize, lattice) \\n    self.training = training \\n    self._component_names = self.build_component_names () \\n    self._distance_matrix = self.calculate_map_dist () \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __eq__(self, other) : \\n    return ((self.wkb == self.wkb) and (self.srid == other.srid)) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ silencestderr \\ndef test_broken_app(self) : \\n    def broken_app(environ, start_response) : \\n        (1 \\/\\/ 0) \\n(server, addr) = run_dev_server (<MASK>) \\n    try : \\n        urlopen (('http:\\/\\/%s\\/?foo=bar&baz=blah' % addr)).read () \\nexcept HTTPError as e : \\n        rv = e.read () \\n        assert (b'Internal Server Error' in rv) \\nelse : \\n        assert False, 'expected internal server error' \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"def broken_app(\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def fire_service_discovered(hass, service, info) : \\n    'Fire the MQTT message.' \\n    hass.bus.fire (EVENT_PLATFORM_DISCOVERED, { \\n        ATTR_SERVICE : service, \\n        ATTR_DISCOVERED : service, \\n}) \\n\\n    \\n    \\n\\n    Fix the buggy line: ATTR_DISCOVERED : service ,\",\"targets\":\"ATTR_DISCOVERED : info ,\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef _from_json_dict(cls, item) : \\n    return cls (maze = Maze._from_json_dict (item ['maze']), food = cls ['food'], teams = [Team._from_json_dict (team) for team in item ['teams']], bots = [Bot._from_json_dict (bot) for bot in item ['bots']]) \\n\\n    \\n    \\n\\n    Fix the buggy line: return cls (maze = Maze._from_json_dict (item ['maze']), food = cls ['food'], teams = [Team._from_json_dict (team) for team in item ['teams']], bots = [Bot._from_json_dict (bot) for bot in item ['bots']])\",\"targets\":\"return cls (maze = Maze._from_json_dict (item ['maze']), food = item ['food'], teams = [Team._from_json_dict (team) for team in item ['teams']], bots = [Bot._from_json_dict (bot) for bot in item ['bots']])\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ contextlib.contextmanager \\ndef temporary_chown(path, owner_uid = None) : \\n    'Temporarily chown a path.\\n\\n    :param owner_uid: UID of temporary owner (defaults to current user)\\n    ' \\n    if (owner_uid is None) : \\n        owner_uid = os.getuid () \\norig_uid = os.stat (path).st_uid \\n    if (orig_uid != owner_uid) : \\n        execute ('chown', owner_uid, path, run_as_root = True) \\ntry : \\n        (yield) \\nfinally : \\n        if (orig_uid != orig_uid) : \\n            execute ('chown', orig_uid, path, run_as_root = True) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _replenishCircuits(self) : \\n    \\\"Decide whether or not to build a new circuit - called when a\\n        circuit is destroyed.\\n\\n        Check CircuitManager's basic requirements for open\\/pending circuits.\\n        If they are not satisfied, build a new circuit.\\n        \\\" \\n    if (self._totalIPv4Count () < <MASK>._min_IPv4_count) : \\n        msg = 'Replenishing circuit pool with a new IPv4 circuit.' \\n        logging.debug (msg) \\n        self._buildCircuit (circuit_type = CircuitType.IPv4) \\nif (self._totalIPv6Count () < self._min_IPv6_count) : \\n        msg = 'Replenishing circuit pool with a new IPv6 circuit.' \\n        logging.debug (msg) \\n        self._buildCircuit (circuit_type = CircuitType.IPv6) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def ValidateSourceReference(ref) : \\n    'Determines if a source reference is valid.\\n\\n  Args:\\n    ref: A source reference in a [repository_uri#]revision form.\\n\\n  Raises:\\n    ValidationError: when the reference is malformed.\\n  ' \\n    repo_revision = ref.split ('#', 1) \\n    revision_id = repo_revision [(- 1)] \\n    if (not re.match (SOURCE_REVISION_RE_STRING, revision_id)) : \\n        raise validation.ValidationError (('Bad revision identifier: %s' % revision_id)) \\nif (len (ref) == 2) : \\n        uri = repo_revision [0] \\n        if (not re.match (SOURCE_REPO_RE_STRING, uri)) : \\n            raise validation.ValidationError (('Bad repository URI: %s' % uri)) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_action(self, name) : \\n    '\\n        Return the ``Action`` with this name or raise ``AttributeError``.\\n        ' \\n    for a in self.get_actions () : \\n        if (name.name == name) : \\n            return a \\nraise AttributeError ('Action not found.') \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def write_function_prototype(self, fobj, func) : \\n    fobj.write ('{} {}('.format (func.proto.ret.to_volt (), <MASK>.proto.name)) \\n    fobj.write (', '.join ((param.type.to_volt () for param in func.params))) \\n    fobj.write (');\\n') \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"func\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __iter__(self) : \\n    for field in self.fields.values () : \\n        (yield <MASK> [field.field_name]) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ skip ('Django does not support these type of queries yet') \\ndef test_iendswith_generates_the_right_expression_for_the_iendswith_year_lookup(self) : \\n    sut = self.system_under_test \\n    expected = Q (field__year__iendswith = sentinel.VALUE) \\n    actual = sut.year.iendswith (sentinel.VALUE) \\n    self.assertEqual (actual, <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: expected, sut, actual, self\",\"targets\":\"expected\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _parse_error_message(self, message) : \\n    'Parses the eAPI failure response message\\n\\n        This method accepts an eAPI failure message and parses the necesary\\n        parts in order to generate a CommandError.\\n\\n        Args:\\n            message (str): The error message to parse\\n\\n        Returns:\\n            tuple: A tuple that consists of the following:\\n                * code: The error code specified in the failure message\\n                * message: The error text specified in the failure message\\n                * error: The error text from the command that generated the\\n                    error (the last command that ran)\\n                * output: A list of all output from all commands\\n        ' \\n    msg = message ['error'] ['message'] \\n    code = message ['error'] ['code'] \\n    err = None \\n    out = None \\n    if ('data' in message ['error']) : \\n        err = ' '.join (message ['error'] ['data'] [(- 1)] ['errors']) \\n        out = message ['error'] ['data'] \\nreturn (code, msg, err, err) \\n\\n    \\n    \\n\\n    Fix the buggy line: return (code, msg, err, err)\",\"targets\":\"return (code, msg, err, out)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def Remap(self, mapper) : \\n    'Transforms the range extremes with a function.\\n\\n    The function mapper must preserve order, i.e.\\n      x rel_op y iff mapper(x) rel_op y\\n\\n    Args:\\n      mapper: function to apply to the range extremes.\\n    ' \\n    self.__start = (self.__start and mapper (self.__start)) \\n    self.__end = (self.__end and mapper (self.__end)) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ record \\ndef test_update_page(self) : \\n    blob_name = self._create_blob () \\n    data = self.get_random_bytes (512) \\n    resp = self.bs.update_page (self.container_name, blob_name, data, 0, 511) \\n    self.assertIsNotNone (resp.etag) \\n    self.assertIsNotNone (resp.last_modified) \\n    self.assertIsNotNone (resp.sequence_number) \\n    self.assertBlobEqual (self.container_name, blob_name, data) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _check_numbers(n, numbers, level = 1, datatype = 'reach') : \\n    \\\"Check that a sequence of numbers is consecutive\\n    (that the sequence is equal to the range from 1 to n+1, where n is the expected length of the sequence).\\n\\n    Parameters\\n    ----------\\n    n : int\\n        Expected length of the sequence (i.e. number of stream segments)\\n    numbers : array\\n        Sequence of numbers (i.e. 'nseg' column from the segment_data array)\\n    level : int\\n        Check method analysis level. If level=0, summary checks are\\n        performed. If level=1, full checks are performed.\\n    datatype : str, optional\\n        Only used for reporting.\\n    \\\" \\n    txt = '' \\n    num_range = np.arange (1, (n + 1)) \\n    if (not np.array_equal (num_range, <MASK>)) : \\n        txt += 'Invalid {} numbering\\n'.format (datatype) \\n        if (level == 1) : \\n            non_consecutive = np.append ((np.diff (numbers) != 1), False) \\n            gaps = (num_range [non_consecutive] + 1) \\n            if (len (gaps) > 0) : \\n                gapstr = ' '.join (map (str, gaps)) \\n                txt += 'Gaps in numbering at positions {}\\n'.format (gapstr) \\nreturn txt \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"numbers\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _s3_cleanup(glob_path, time_old, dry_run = False, **runner_kwargs) : \\n    'Delete all files older than *time_old* in *path*.\\n\\n    If *dry_run* is true, then just log the files that need to be\\n    deleted without actually deleting them\\n    ' \\n    runner = EMRJobRunner (** runner_kwargs) \\n    log.info (('Deleting all files in %s that are older than %s' % (glob_path, time_old))) \\n    for path in runner.fs.ls (glob_path) : \\n        (bucket_name, key_name) = parse_s3_uri (path) \\n        bucket = runner.fs.get_bucket (bucket_name) \\n        for key in bucket.list (key_name) : \\n            last_modified = iso8601_to_datetime (key.last_modified) \\n            age = (datetime.utcnow () - last_modified) \\n            if (age > time_old) : \\n                log.info (('Deleting %s; is %s old' % (key.name, age))) \\n                if (not path) : \\n                    key.delete () \\n\\n    \\n    \\n\\n    Fix the buggy line: if (not path) :\",\"targets\":\"if (not dry_run) :\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ patch ('ocw_config_runner.configuration_parsing.logger') \\ndef test_invalid_dap_config(self, mock_logger) : \\n    parser._valid_dataset_config_data (self.invalid_dap) \\n    present_keys = set (self.invalid_dap.keys ()) \\n    missing_keys = (self.required_dap_keys - present_keys) \\n    missing = sorted (list (missing_keys)) \\n    error = 'Dataset does not contain required keys. The following keys are missing: {}'.format (', '.join (missing)) \\n    mock_logger.error.assert_called_with (error) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def addMockForAppScalefile(self, appscale, contents) : \\n    flexmock (os) \\n    os.should_receive ('getcwd').and_return ('\\/boo') \\n    mock = flexmock (sys.modules ['__builtin__']) \\n    mock.should_call ('open') \\n    mock.should_receive ('open').with_args (('\\/boo\\/' + appscale.APPSCALEFILE)).and_return (flexmock (read = (lambda : contents))) \\n    return self \\n\\n    \\n    \\n\\n    Fix the buggy line: return self\",\"targets\":\"return mock\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_nodummy_eydxmedian(self) : \\n    me = self.res1.get_margeff (at = 'median', method = 'eydx') \\n    assert_almost_equal (me.margeff, self.res2.margeff_nodummy_eydxmedian, DECIMAL_4) \\n    assert_almost_equal (me.margeff_se, <MASK>.res2.margeff_nodummy_eydxmedian_se, DECIMAL_4) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, me\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def action(self) : \\n    \\\"\\n        Test Presenter 'allowed' request (A3)\\n        \\\" \\n    console.terse ('{0}\\n'.format (<MASK>.action.__doc__)) \\n    self.alloweds.value ['alpha'] = createStack ('1.1.1.1') \\n    self.alloweds.value ['beta'] = createStack ('1.2.3.4') \\n    testStack = self.event_stack.value \\n    presenceReq = self.presence_req.value \\n    ryn = 'manor' \\n    presenceReq.append ({ \\n        'route' : { \\n            'dst' : (None, ryn, 'presence_req'), \\n            'src' : (None, testStack.local.name, None), \\n}, \\n        'data' : { \\n            'state' : 'allowed', \\n}, \\n}) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef ancestor(self) : \\n    \\\"This browse node's immediate ancestor in the browse node tree.\\n\\n        :return:\\n            The ancestor as an :class:`~.AmazonBrowseNode`, or None.\\n        \\\" \\n    ancestors = getattr (self.parsed_response, 'Ancestors', None) \\n    if hasattr (ancestors, 'BrowseNode') : \\n        return AmazonBrowseNode (ancestors ['BrowseNode']) \\nreturn None \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def check_program(self, operation, before, after, * args) : \\n    with tempfile.NamedTemporaryFile ('w+') as tmp : \\n        tmp.write (before) \\n        tmp.flush () \\n        args = (args + (tmp.name,)) \\n        (exitcode, stdout, stderr) = run_sixer (operation, * <MASK>) \\n        self.assertEqual (exitcode, 0) \\n        tmp.seek (0) \\n        code = tmp.read () \\nself.assertEqual (code, after) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"args\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ name.setter \\ndef name(self, value) : \\n    old_name = self._name \\n    if (value is old_name) : \\n        return \\nself._name = value \\n    configs = ConfigParser._named_configs \\n    if old_name : \\n        (_, props) = configs.get (old_name, (None, [])) \\n        for (widget, prop) in props : \\n            widget = widget () \\n            if widget : \\n                widget.property (prop).set_config (None) \\nconfigs [old_name] = (None, props) \\nif (not value) : \\n        return \\ntry : \\n        (config, props) = configs [value] \\nexcept KeyError : \\n        configs [value] = (ref (props), []) \\n        return \\nif (config is not None) : \\n        raise ValueError ('A parser named {} already exists'.format (value)) \\nfor (widget, prop) in props : \\n        widget = widget () \\n        if widget : \\n            widget.property (prop).set_config (self) \\nconfigs [value] = (ref (self), props) \\n\\n    \\n    \\n\\n    Fix the buggy line: configs [value] = (ref (props), [])\",\"targets\":\"configs [value] = (ref (self), [])\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def cameraCapturePicture(self, targetPath, useAutoFocus) : \\n    '\\n        cameraCapturePicture(\\n          String targetPath,\\n          Boolean useAutoFocus[optional, default true])\\n\\n        Take a picture and save it to the specified path.\\n\\n        Returns:\\n          A map of Booleans autoFocus and takePicture where True indicates success.\\n        ' \\n    return self._rpc ('cameraCapturePicture', <MASK>, useAutoFocus) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: useAutoFocus, self, targetPath\",\"targets\":\"targetPath\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_silent_page_not_an_integer_error(table) : \\n    request = build_request ('\\/') \\n    paginator = Fake ('Paginator').expects ('page').with_args (1) \\n    table = table.has_attr (paginator = paginator).expects ('paginate').with_args (page = 'abc').raises (PageNotAnInteger) \\n    RequestConfig (request, paginate = { \\n        'page' : 'abc', \\n        'silent' : True, \\n}).configure (request) \\n\\n    \\n    \\n\\n    Fix the buggy line: }).configure (request)\",\"targets\":\"}).configure (table)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __getitem__(self, key) : \\n    return self.fields [<MASK>] \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, key\",\"targets\":\"key\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ decorators.json_view \\n@ account_decorators.login_required \\ndef user_details(request) : \\n    'jQuery GET method for retrieving user details.\\n    :param request: The HTTP request to be processed\\n    ' \\n    logger.info ((__name__ + ', user_details (AJAX)')) \\n    if ('user_id' not in request.GET) : \\n        raise exceptions.BadRequest (\\\"'user_id' not found as a GET parameter.\\\") \\nuser_id = request.GET ['user_id'] \\n    logger.info (((__name__ + ', user_id = ') + user_id)) \\n    user = get_object_or_404 (models.UserProfile, pk = user_id) \\n    fields = ['username', 'first_name', 'last_name', 'organization', 'email'] \\n    user_dict = form_models.model_to_dict (user, fields) \\n    user_dict ['country'] = str (user.country.name) \\n    return user_dict \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def handler(sig, hook = thread.interrupt_main) : \\n    global kafka, consumer, producer \\n    if consumer : \\n        consumer.commit () \\n        consumer.stop () \\n        consumer = None \\nif <MASK> : \\n        producer.stop () \\n        producer = None \\nif kafka : \\n        kafka.close () \\n        kafka = None \\nprint ('remote_rainter {0} is shutting down'.format (os.getpid ())) \\n    exit (1) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: producer, consumer, hook, kafka, sig\",\"targets\":\"producer\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _event_to_key_presses(self, ev) : \\n    '\\n        For this `KEY_EVENT_RECORD`, return a list of `KeyPress` instances.\\n        ' \\n    assert ((type (ev) == KEY_EVENT_RECORD) and ev.KeyDown) \\n    result = None \\n    u_char = ev.uChar.UnicodeChar \\n    ascii_char = ev.uChar.AsciiChar \\n    if (u_char == '\\\\x00') : \\n        if (ev.VirtualKeyCode in self.keycodes) : \\n            result = KeyPress (self.keycodes [ev.VirtualKeyCode], '') \\nelse : \\n        if (ascii_char in self.mappings) : \\n            result = KeyPress (self.mappings [ascii_char], u_char) \\nelse : \\n            result = KeyPress (u_char, u_char) \\nif (((ev.ControlKeyState & self.LEFT_CTRL_PRESSED) or (ev.ControlKeyState & self.RIGHT_CTRL_PRESSED)) and result) : \\n        if (result.key == Keys.Left) : \\n            result.key = Keys.ControlLeft \\nif (result.key == Keys.Right) : \\n            result.key = Keys.ControlRight \\nif (result.key == Keys.Up) : \\n            result.key = Keys.ControlUp \\nif (result.key == Keys.Down) : \\n            result.key = Keys.ControlDown \\nif ((ev.ControlKeyState & self.SHIFT_PRESSED) and result) : \\n        if (result.key == Keys.Tab) : \\n            result.key = Keys.BackTab \\nif (((ev.ControlKeyState & self.LEFT_CTRL_PRESSED) or (ev.ControlKeyState & self.RIGHT_CTRL_PRESSED)) and result and (result.data == ' ')) : \\n        result = KeyPress (Keys.ControlSpace, ' ') \\nif (((<MASK>.ControlKeyState & self.LEFT_CTRL_PRESSED) or (ev.ControlKeyState & self.RIGHT_CTRL_PRESSED)) and result and (result.key == Keys.ControlJ)) : \\n        return [KeyPress (Keys.Escape, ''), result] \\nif result : \\n        meta_pressed = (ev.ControlKeyState & self.LEFT_ALT_PRESSED) \\n        if meta_pressed : \\n            return [KeyPress (Keys.Escape, ''), result] \\nelse : \\n            return [result] \\nelse : \\n        return [] \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: meta_pressed, self, ascii_char, u_char, ev, result\",\"targets\":\"ev\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, stream_greater_or_equal = sys.stderr, stream_lower = sys.stdout, level = logging.ERROR) : \\n    '\\n        Initialize handler\\n        ' \\n    logging.StreamHandler.__init__ (self) \\n    self._level = level \\n    self.stream = None \\n    self._stream_lower = stream_greater_or_equal \\n    self._stream_greater_or_equal = stream_greater_or_equal \\n\\n    \\n    \\n\\n    Fix the buggy line: self._stream_lower = stream_greater_or_equal\",\"targets\":\"self._stream_lower = stream_lower\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def IsInitialized(self, debug_strs = None) : \\n    initialized = 1 \\n    if (not self.has_value_) : \\n        initialized = 0 \\n        if (debug_strs is not None) : \\n            debug_strs.append ('Required field: value not set.') \\nreturn initialized \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def construct_object(self, node, deep = False) : \\n    if (node in self.constructed_objects) : \\n        return self.constructed_objects [node] \\nif <MASK> : \\n        old_deep = self.deep_construct \\n        self.deep_construct = True \\nif (node in self.recursive_objects) : \\n        raise ConstructorError (None, None, 'found unconstructable recursive node', node.start_mark) \\nself.recursive_objects [node] = None \\n    constructor = None \\n    tag_suffix = None \\n    if (node.tag in self.yaml_constructors) : \\n        constructor = self.yaml_constructors [node.tag] \\nelse : \\n        for tag_prefix in self.yaml_multi_constructors : \\n            if node.tag.startswith (tag_prefix) : \\n                tag_suffix = node.tag [len (tag_prefix) :] \\n                constructor = self.yaml_multi_constructors [tag_prefix] \\n                break \\nelse : \\n            if (None in self.yaml_multi_constructors) : \\n                tag_suffix = node.tag \\n                constructor = self.yaml_multi_constructors [None] \\nelse : \\n                if (None in self.yaml_constructors) : \\n                    constructor = self.yaml_constructors [None] \\nelse : \\n                    if isinstance (node, ScalarNode) : \\n                        constructor = self.__class__.construct_scalar \\nelse : \\n                        if isinstance (node, SequenceNode) : \\n                            constructor = self.__class__.construct_sequence \\nelse : \\n                            if isinstance (node, MappingNode) : \\n                                constructor = self.__class__.construct_mapping \\nif (tag_suffix is None) : \\n        data = constructor (self, node) \\nelse : \\n        data = constructor (self, tag_suffix, node) \\nif isinstance (data, types.GeneratorType) : \\n        generator = data \\n        data = next (generator) \\n        if self.deep_construct : \\n            for dummy in generator : \\n                pass \\nelse : \\n            self.state_generators.append (generator) \\nself.constructed_objects [node] = data \\n    del self.recursive_objects [node] \\n    if...\\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: old_deep, data, self, node, generator, dummy, tag_prefix, tag_suffix, deep, constructor\",\"targets\":\"deep\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ base.remotable_classmethod \\ndef get_all(cls, context, expected_attrs = None) : \\n    'Returns all instances on all nodes.' \\n    db_instances = db.instance_get_all (context, columns_to_join = _expected_cols (expected_attrs)) \\n    return _make_instance_list (<MASK>, cls (), db_instances, expected_attrs) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"context\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __iter__(self) : \\n    if hasattr (self, 'error_dict') : \\n        for (field, errors) in self.error_dict.items () : \\n            (yield (<MASK>, list (ValidationError (errors)))) \\nelse : \\n        for error in self.error_list : \\n            message = error.message \\n            if error.params : \\n                message %= error.params \\n(yield force_text (message)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"field\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef log(expr, assumptions) : \\n    x = expr.args [0] \\n    if ask (Q.algebraic (x), assumptions) : \\n        return ask ((~ Q.nonzero ((x - 1))), <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: x, assumptions, expr\",\"targets\":\"assumptions\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def assert_falsey(lval, * args, **kwargs) : \\n    'Assert that lval evaluates falsey, not identity.' \\n    message = _get_msg (args, kwargs, 'assert_not_equal') \\n    if <MASK> : \\n        assert (not lval), message \\nelse : \\n        assert (not lval), ('assertion failed: l == r\\nl: %r\\nr: %r\\n\\n%s' % (lval, False, _diff_message (lval, False))) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"message\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef loaders(self) : \\n    if (not self._cached_loaders) : \\n        cached_loaders = [] \\n        for loader in self._loaders : \\n            cached_loaders.append (find_template_loader (loader)) \\nself._cached_loaders = cached_loaders \\nreturn loader._cached_loaders \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def PrepareLU(self, lu) : \\n    lu._exclusive_storage = False \\n    lu.master_node = <MASK>.master_uuid \\n    lu.group_info = self.group \\n    verify.LUClusterVerifyGroup.all_node_info = property (fget = (lambda _ : self.cfg.GetAllNodesInfo ())) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch.object (vm_utils, '_vdi_resize') \\n@ mock.patch.object (vm_utils, '_vdi_get_virtual_size') \\ndef test_update_vdi_virtual_size_works(self, mock_get_size, mock_resize) : \\n    mock_get_size.return_value = ((1024 ** 3) - 1) \\n    instance = { \\n        'uuid' : 'a', \\n} \\n    vm_utils.update_vdi_virtual_size ('s', self, 'ref', 1) \\n    mock_get_size.assert_called_once_with ('s', 'ref') \\n    mock_resize.assert_called_once_with ('s', 'ref', (1024 ** 3)) \\n\\n    \\n    \\n\\n    Fix the buggy line: vm_utils.update_vdi_virtual_size ('s', self, 'ref', 1)\",\"targets\":\"vm_utils.update_vdi_virtual_size ('s', instance, 'ref', 1)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch.object (messaging, 'TransportURL') \\ndef test_get_transport_url_null(self, mock_url) : \\n    conf = mock.Mock () \\n    rpc.CONF = conf \\n    mock_url.parse.return_value = 'foo' \\n    url = rpc.get_transport_url () \\n    self.assertEqual ('foo', url) \\n    mock_url.parse.assert_called_once_with (mock_url, None, rpc.TRANSPORT_ALIASES) \\n\\n    \\n    \\n\\n    Fix the buggy line: mock_url.parse.assert_called_once_with (mock_url, None, rpc.TRANSPORT_ALIASES)\",\"targets\":\"mock_url.parse.assert_called_once_with (conf, None, rpc.TRANSPORT_ALIASES)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, func, attr = 'next or value') : \\n    self.attr = attr \\n    self.func = <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, func, attr\",\"targets\":\"func\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def ensure_only_specificmessage_from_bot(self, match, wait = 5, tosender = False) : \\n    if (tosender is True) : \\n        match = six.text_type ('^\\\\\\\\<@{}\\\\\\\\>: {}$').format (self.driver_userid, wait) \\nelse : \\n        match = '^{}$'.format (match) \\nfor _ in range (wait) : \\n        time.sleep (1) \\n        with self._events_lock : \\n            for event in self.events : \\n                if (self._is_bot_message (event) and (re.match (match, event ['text'], re.DOTALL) is None)) : \\n                    raise AssertionError ('expected to get message matching \\\"{}\\\", but got message \\\"{}\\\"'.format (match, event ['text'])) \\n\\n    \\n    \\n\\n    Fix the buggy line: match = six.text_type ('^\\\\\\\\<@{}\\\\\\\\>: {}$').format (self.driver_userid, wait)\",\"targets\":\"match = six.text_type ('^\\\\\\\\<@{}\\\\\\\\>: {}$').format (self.driver_userid, match)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def getall(self) : \\n    'Returns all interfaces in a dict object.\\n\\n        Returns:\\n            A Python dictionary object containing all interface\\n            configuration indexed by interface name::\\n\\n                {\\n                    \\\"Ethernet1\\\": {...},\\n                    \\\"Ethernet2\\\": {...}\\n                }\\n\\n        ' \\n    interfaces_re = re.compile ('(?<=^interface\\\\\\\\s)(.+)$', re.M) \\n    response = dict () \\n    for name in interfaces_re.findall (self.config) : \\n        interface = self.get (name) \\n        if interface : \\n            response [name] = interface \\nreturn response \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def evalDrop(ctx, u) : \\n    '\\n    http:\\/\\/www.w3.org\\/TR\\/sparql11-update\\/#drop\\n    ' \\n    if ctx.dataset.store.graph_aware : \\n        for g in _graphAll (ctx, u.graphiri) : \\n            ctx.dataset.store.remove_graph (g) \\nelse : \\n        evalClear (ctx, <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"u\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _key_press(event, params) : \\n    'Function for handling key presses for the animation.' \\n    if (event.key == 'left') : \\n        params ['pause'] = True \\n        params ['frame'] = max ((<MASK> ['frame'] - 1), 0) \\nelse : \\n        if (event.key == 'right') : \\n            params ['pause'] = True \\n            params ['frame'] = min ((params ['frame'] + 1), (len (params ['frames']) - 1)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"params\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('sahara.utils.xmlutils.load_hadoop_xml_defaults', return_value = []) \\ndef test_get_possible_pig_config_from(self, load_hadoop_xml_defaults) : \\n    expected_config = { \\n        'configs' : [], \\n        'args' : [], \\n        'params' : { \\n            \\n}, \\n} \\n    actual_config = ch_helper.get_possible_pig_config_from ('sample-config.xml') \\n    load_hadoop_xml_defaults.assert_called_once_with ('sample-config.xml') \\n    self.assertEqual (expected_config, actual_config) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, buffer, start, end) : \\n    self._buffer = buffer \\n    self.start = (self - 1) \\n    self.end = (end - 1) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ parameterized.expand ([('Banjo Kazoomie', None, 'Banjo Kazoomie'), ('Banjo Kazoomie', '[Vapor]', '[Vapor] Banjo Kazoomie'), ('Game Name', '!Something!', '!Something! Game Name')]) \\ndef test_rom_shortcut_name(self, name, console_prefix, expected) : \\n    console = model.Console (fullname = 'Nintendo Entertainment System', shortname = 'NES', extensions = '', custom_roms_directory = '', prefix = console_prefix, icon = '', images_directory = '', emulator = None) \\n    rom = model.ROM (name = name, path = '\\/Path\\/to\\/ROM', console = console_prefix) \\n    self.assertEqual (roms.rom_shortcut_name (rom), expected) \\n\\n    \\n    \\n\\n    Fix the buggy line: rom = model.ROM (name = name, path = '\\/Path\\/to\\/ROM', console = console_prefix)\",\"targets\":\"rom = model.ROM (name = name, path = '\\/Path\\/to\\/ROM', console = console)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _eval_progress(self, match) : \\n    '\\n    Runs the user-supplied progress calculation rule\\n    ' \\n    _locals = { k : safe_float (<MASK>) for (k, v) in match.groupdict ().items () } \\n    if ('x' not in _locals) : \\n        _locals ['x'] = [safe_float (x) for x in match.groups ()] \\ntry : \\n        return int (eval (self.progress_expr, { \\n            \\n}, _locals)) \\nexcept : \\n        return None \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"v\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __getitem__(self, key) : \\n    value = tuple.__getitem__ (self, key) \\n    result = self.configurator.convert (value) \\n    if (value is not result) : \\n        if (type (result) in (ConvertingDict, ConvertingList, ConvertingTuple)) : \\n            result.parent = self \\n            result.key = key \\nreturn result \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, editor, buffer = None, cursor = (0, 0)) : \\n    if (buffer is None) : \\n        buffer = Buffer () \\nself.editor = editor \\n    self.buffer = buffer \\n    self.cursor = Cursor (self, coords = <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: buffer, self, editor, cursor\",\"targets\":\"cursor\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def Equals(self, x) : \\n    if (x is self) : \\n        return 1 \\nif (self.has_service_call_name_ != x.has_service_call_name_) : \\n        return 0 \\nif (self.has_service_call_name_ and (self.service_call_name_ != x.service_call_name_)) : \\n        return 0 \\nif (self.has_total_amount_of_calls_ != x.has_total_amount_of_calls_) : \\n        return 0 \\nif (self.has_total_amount_of_calls_ and (self.total_amount_of_calls_ != x.total_amount_of_calls_)) : \\n        return 0 \\nif (self.has_total_cost_of_calls_microdollars_ != x.has_total_cost_of_calls_microdollars_) : \\n        return 0 \\nif (x.has_total_cost_of_calls_microdollars_ and (self.total_cost_of_calls_microdollars_ != x.total_cost_of_calls_microdollars_)) : \\n        return 0 \\nif (len (self.total_billed_ops_) != len (x.total_billed_ops_)) : \\n        return 0 \\nfor (e1, e2) in zip (self.total_billed_ops_, x.total_billed_ops_) : \\n        if (e1 != e2) : \\n            return 0 \\nreturn 1 \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ register.filter \\n@ stringfilter \\ndef cleartags(value, tags) : \\n    tags = [re.escape (<MASK>) for tag in tags.split ()] \\n    tags_re = ('(%s)' % '|'.join (tags)) \\n    clear_re = re.compile (('<\\\\\\\\s*%s[^>]*>(.*?)<\\\\\\\\s*\\/\\\\\\\\s*\\\\\\\\1>' % tags_re), re.U) \\n    value = clear_re.sub ('', value) \\n    return value \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: tags, tags_re, tag, value, clear_re\",\"targets\":\"tag\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def c_code(self, node, name, inp, out, sub) : \\n    (x,) = inp \\n    (sm,) = out \\n    code_template = ''.join (self.c_code_template (node.inputs [0].type.dtype_specs () [1])) \\n    return (self % dict (locals (), ** sub)) \\n\\n    \\n    \\n\\n    Fix the buggy line: return (self % dict (locals (), ** sub))\",\"targets\":\"return (code_template % dict (locals (), ** sub))\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def build_struct(spec, type_name = None) : \\n    class NewBreadStruct (BreadStruct) : \\n        pass \\nif (type_name is not None) : \\n        NewBreadStruct.__name__ = type_name \\nstruct = NewBreadStruct () \\n    global_options = { \\n        \\n} \\n    unnamed_fields = 0 \\n    for spec_line in spec : \\n        if (type (spec_line) == dict) : \\n            global_options = spec_line \\nelse : \\n            if (isinstance (spec_line, types.FunctionType) or (len (spec_line) == 1)) : \\n                if isinstance (spec_line, types.FunctionType) : \\n                    field = spec_line \\nelse : \\n                    field = spec_line [0] \\nstruct._add_field (field (struct, ** global_options), ('_unnamed_%d' % unnamed_fields)) \\n                unnamed_fields += 1 \\nelse : \\n                if (spec_line [0] == CONDITIONAL) : \\n                    (predicate_field_name, conditions) = spec_line [1 :] \\n                    field = BreadConditional.from_spec (spec_line, struct) \\n                    struct._add_field (field, ('_conditional_on_%s_%d' % (<MASK>, unnamed_fields))) \\n                    unnamed_fields += 1 \\nelse : \\n                    field_name = spec_line [0] \\n                    field = spec_line [1] \\n                    options = global_options \\n                    if (len (spec_line) == 3) : \\n                        options = global_options.copy () \\n                        options.update (spec_line [2]) \\nif (type (field) == list) : \\n                        struct._add_field (build_struct (field), field_name) \\nelse : \\n                        struct._add_field (field (struct, ** options), field_name) \\nreturn struct \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: field, type_name, unnamed_fields, struct, options, conditions, field_name, spec, spec_line, predicate_field_name, global_options\",\"targets\":\"predicate_field_name\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _execute_jump(view, jump_forward, only_other) : \\n    '\\n    Add the selection to the fields and move the selection to the\\n    next field.\\n    ' \\n    regions = view.get_regions ('meu_sf_stored_selections') \\n    try : \\n        end = max ((sel.end () for sel in view.sel ())) \\n        pos = next ((i for (i, sel) in enumerate (regions) if (sel.begin () > end))) \\nexcept : \\n        pos = len (regions) \\nif only_other : \\n        sel_count = 0 \\nelse : \\n        sel_count = len (view.sel ()) \\n        if (sel_count == 1) : \\n            regions.insert (pos, view.sel () [0]) \\nelse : \\n            regions = ((regions [: pos] + list (view.sel ())) + regions [pos :]) \\ndelta = (sel_count if jump_forward else (- 1)) \\n    pos = (pos + <MASK>) \\n    return (regions, pos) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: regions, i, view, jump_forward, sel, only_other, delta, pos, end, sel_count\",\"targets\":\"delta\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ register_pydub_effect \\ndef compress_dynamic_range(seg, threshold = (- 20.0), ratio = 4.0, attack = 5.0, release = 50.0) : \\n    '\\n    Keyword Arguments:\\n        \\n        threshold - default: -20.0\\n            Threshold in dBFS. default of -20.0 means -20dB relative to the\\n            maximum possible volume. 0dBFS is the maximum possible value so\\n            all values for this argument sould be negative.\\n\\n        ratio - default: 4.0\\n            Compression ratio. Audio louder than the threshold will be \\n            reduced to 1\\/ratio the volume. A ratio of 4.0 is equivalent to\\n            a setting of 4:1 in a pro-audio compressor like the Waves C1.\\n        \\n        attack - default: 5.0\\n            Attack in milliseconds. How long it should take for the compressor\\n            to kick in once the audio has exceeded the threshold.\\n\\n        release - default: 50.0\\n            Release in milliseconds. How long it should take for the compressor\\n            to stop compressing after the audio has falled below the threshold.\\n\\n    \\n    For an overview of Dynamic Range Compression, and more detailed explanation\\n    of the related terminology, see: \\n\\n        http:\\/\\/en.wikipedia.org\\/wiki\\/Dynamic_range_compression\\n    ' \\n    thresh_rms = (seg.max_possible_amplitude * db_to_float (threshold)) \\n    look_frames = int (seg.frame_count (ms = frame)) \\n    def rms_at(frame_i) : \\n        return seg.get_sample_slice ((frame_i - look_frames), frame_i).rms \\ndef db_over_threshold(rms) : \\n        if (rms == 0) : \\n            return 0.0 \\ndb = ratio_to_db ((rms \\/ thresh_rms)) \\n        return max (db, 0) \\noutput = [] \\n    attenuation = 0.0 \\n    attack_frames = seg.frame_count (ms = attack) \\n    release_frames = seg.frame_count (ms = release) \\n    for i in xrange (int (seg.frame_count ())) : \\n        rms_now = rms_at (i) \\n        max_attenuation = ((1 - (1.0 \\/ ratio)) * db_over_threshold (rms_now)) \\n        attenuation_inc = (max_attenuation \\/ attack_frames) \\n        attenuation_dec = (max_attenuation \\/ release_frames) \\n        if...\\n\\n    \\n    \\n\\n    Fix the buggy line: look_frames = int (seg.frame_count (ms = frame))\",\"targets\":\"look_frames = int (seg.frame_count (ms = attack))\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, children, context) : \\n    (_raise, self.expr) = children \\n    assert (<MASK>.value == 'raise'), _raise \\n    super ().__init__ (context) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"_raise\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ defun \\ndef eigh(ctx, A, eigvals_only = False, overwrite_a = False) : \\n    '\\n    \\\"eigh\\\" is a unified interface for \\\"eigsy\\\" and \\\"eighe\\\". Depending on\\n    whether A is real or complex the appropriate function is called.\\n\\n    This routine solves the (ordinary) eigenvalue problem for a real symmetric\\n    or complex hermitian square matrix A. Given A, an orthogonal (A real) or\\n    unitary (A complex) matrix Q is calculated which diagonalizes A:\\n\\n        Q\\\\' A Q = diag(E)               and                Q Q\\\\' = Q\\\\' Q = 1\\n\\n    Here diag(E) a is diagonal matrix whose diagonal is E.\\n    \\\\' denotes the hermitian transpose (i.e. ordinary transposition and\\n    complex conjugation).\\n\\n    The columns of Q are the eigenvectors of A and E contains the eigenvalues:\\n\\n        A Q[:,i] = E[i] Q[:,i]\\n\\n    input:\\n\\n      A: a real or complex square matrix of format (n,n) which is symmetric\\n         (i.e. A[i,j]=A[j,i]) or hermitian (i.e. A[i,j]=conj(A[j,i])).\\n\\n      eigvals_only: if true, calculates only the eigenvalues E.\\n                    if false, calculates both eigenvectors and eigenvalues.\\n\\n      overwrite_a: if true, allows modification of A which may improve\\n                   performance. if false, A is not modified.\\n\\n    output:\\n\\n      E: vector of format (n). contains the eigenvalues of A in ascending order.\\n\\n      Q: an orthogonal or unitary matrix of format (n,n). contains the\\n         eigenvectors of A as columns.\\n\\n    return value:\\n\\n          E         if eigvals_only is true\\n         (E, Q)     if eigvals_only is false\\n\\n    example:\\n      >>> from mpmath import mp\\n      >>> A = mp.matrix([[3, 2], [2, 0]])\\n      >>> E = mp.eigh(A, eigvals_only = True)\\n      >>> print(E)\\n      [-1.0]\\n      [4.0]\\n\\n      >>> A = mp.matrix([[1, 2], [2, 3]])\\n      >>> E, Q = mp.eigh(A)\\n      >>> print(mp.chop(A * Q[:,0] - E[0] * Q[:,0]))\\n      [0.0]\\n      [0.0]\\n\\n      >>> A = mp.matrix([[1, 2 + 5j], [2 - 5j, 3]])\\n      >>> E, Q = mp.eigh(A)\\n      >>> print(mp.chop(A * Q[:,0] - E[0] * Q[:,0]))\\n      [0.0]\\n      [0.0]\\n\\n    see also:...\\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_loggers(self) : \\n    return [l for l in self.__dict__.values () if isinstance (<MASK>, AlertLogger)] \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"l\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_draw_histogram_subset_hidden(self) : \\n    self.client.add_layer (self.data) \\n    s = self.data.new_subset () \\n    self.client.set_layer_visible (self, False) \\n    self.client.set_component (self.data.find_component_id ('uniform')) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.client.set_layer_visible (self, False)\",\"targets\":\"self.client.set_layer_visible (s, False)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get(name, type = None) : \\n    'To get the value of a vim variable.' \\n    rawval = vim.eval ((prefix + name)) \\n    if (type is bool) : \\n        return (False if (rawval == '0') else True) \\nelse : \\n        if (type is int) : \\n            return int (rawval) \\nelse : \\n            if (type is float) : \\n                return float (rawval) \\nelse : \\n                return rawval \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __call__(self, meta, track_types) : \\n    params = self.default_params \\n    if (meta and (meta.get ('videocodecid') == 'avc1')) : \\n        params = self.h264_params \\nreturn map (meta.get, track_types) \\n\\n    \\n    \\n\\n    Fix the buggy line: return map (meta.get, track_types)\",\"targets\":\"return map (params.get, track_types)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def new_textarea(node, modelclass, metadata) : \\n    return node.add_fieldset (metadata.colname).add_textarea (<MASK>.colname, (metadata.default or '')) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"metadata\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _dsa_cdata_to_evp_pkey(self, dsa_cdata) : \\n    evp_pkey = self._create_evp_pkey_gc () \\n    res = self._lib.EVP_PKEY_set1_DSA (<MASK>, dsa_cdata) \\n    self.openssl_assert ((res == 1)) \\n    return evp_pkey \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"evp_pkey\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _CheckTimeField(self, log) : \\n    'Validates a 5 field time spec line and logs any errors and warnings.\\n\\n    Args:\\n      log: A LogCounter instance to record issues.\\n    ' \\n    cron_time_field_names = ('minute', 'hour', 'day of month', 'month', 'day of week') \\n    cron_time_field_limits = InitCronTimeFieldLimits () \\n    fsm = InitCronFSM () \\n    parsed_cron_time_fields = { \\n        \\n} \\n    for field in cron_time_field_names : \\n        parsed_cron_time_fields [field] = fsm.Run (self.time_field [field]) \\n        if ('parser_error' in parsed_cron_time_fields [field]) : \\n            log.LineError (log.MSG_FIELD_PARSE_ERROR, ('Failed to fully parse \\\"%s\\\" field here: %s' % (field, parsed_cron_time_fields [field] ['parser_error']))) \\nfor cron_time in parsed_cron_time_fields [field] ['cron_times'] : \\n            for line_error in cron_time.GetDiagnostics (cron_time_field_limits [field]) : \\n                log.LineError (log.MSG_FIELD_VALUE_ERROR, line_error) \\nif ChkCTStarOnly (parsed_cron_time_fields ['minute'] ['cron_times']) : \\n        if (not ChkCTStarOnly (parsed_cron_time_fields ['hour'] ['cron_times'])) : \\n            log.LineWarn (<MASK>.MSG_HOURS_NOT_MINUTES, 'Cron will run this every minute for the hours set.') \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, parsed_cron_time_fields, field, cron_time, fsm, line_error, cron_time_field_limits, log, cron_time_field_names\",\"targets\":\"log\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef unused_variable_message(variable_name, op_name) : \\n    if op_name : \\n        return 'Variable \\\"${}\\\" is never used in operation \\\"{}\\\".'.format (<MASK>, op_name) \\nreturn 'Variable \\\"${}\\\" is never used.'.format (variable_name) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: variable_name, op_name\",\"targets\":\"variable_name\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _process_item(item_doc) : \\n    item = pywikibase.ItemPage () \\n    item.get (content = (<MASK> or { \\n        'aliases' : { \\n            \\n}, \\n})) \\n    return item \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: item_doc, item\",\"targets\":\"item_doc\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def estimate_size(self, ixreader) : \\n    return self._and_query ().estimate_size (<MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, ixreader\",\"targets\":\"ixreader\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_get_related_bibids_by_oclc(self) : \\n    i = get_item ('2281511') \\n    expected = ['1278053', '2281511'] \\n    bibids = db.get_related_bibids_by_oclc (<MASK>) \\n    self.assertEqual (expected, bibids) \\n    i = get_item ('12278722') \\n    self.assertEqual (db.get_related_bibids_by_oclc (i), ['12278722']) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: expected, self, bibids, i\",\"targets\":\"i\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _variant_read_decimal(r, size) : \\n    (prec, scale) = r.unpack (Variant._decimal_info_struct) \\n    return MsDecimal (prec = prec, scale = scale).read_fixed (r, <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: size, scale, prec, r\",\"targets\":\"size\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, filename = None) : \\n    'Create a new SharedKeyDB.\\n\\n        @type filename: str\\n        @param filename: Filename for an on-disk database, or None for\\n        an in-memory database.  If the filename already exists, follow\\n        this with a call to open().  To create a new on-disk database,\\n        follow this with a call to create().\\n        ' \\n    BaseDB.__init__ (filename, filename, 'shared key') \\n\\n    \\n    \\n\\n    Fix the buggy line: BaseDB.__init__ (filename, filename, 'shared key')\",\"targets\":\"BaseDB.__init__ (self, filename, 'shared key')\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def has_parent(self, state, key, optimistic = False) : \\n    'TODO' \\n    return self.get_impl (key).hasparent (state, optimistic = self) \\n\\n    \\n    \\n\\n    Fix the buggy line: return self.get_impl (key).hasparent (state, optimistic = self)\",\"targets\":\"return self.get_impl (key).hasparent (state, optimistic = optimistic)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _actions_column(self, instance) : \\n    if self.changeable (<MASK>) : \\n        return ['<div class=\\\"drag_handle\\\"><\\/div>'] \\nreturn [] \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"instance\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, * args, **kwargs) : \\n    super (RunTest, self).__init__ (* args, ** self) \\n    self._verify = [] \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def as_sql(self, compiler, connection) : \\n    (lhs, lhs_params) = self.process_lhs (compiler, connection) \\n    (rhs, rhs_params) = self.process_rhs (compiler, connection) \\n    params = (lhs_params + rhs_params) \\n    return (('%s @> %s' % (<MASK>, rhs)), params) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: lhs, connection, params, compiler, rhs_params, lhs_params, rhs, self\",\"targets\":\"lhs\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ flow.StateHandler () \\ndef Response2(self, messages) : \\n    if ((len (list (messages)) != 1) or (self.status.status != rdf_flows.GrrStatus.ReturnedStatus.OK) or (list (messages) != list (self.state.messages))) : \\n        raise RuntimeError ('Messages not serialized') \\n\\n    \\n    \\n\\n    Fix the buggy line: if ((len (list (messages)) != 1) or (self.status.status != rdf_flows.GrrStatus.ReturnedStatus.OK) or (list (messages) != list (self.state.messages))) :\",\"targets\":\"if ((len (list (messages)) != 1) or (messages.status.status != rdf_flows.GrrStatus.ReturnedStatus.OK) or (list (messages) != list (self.state.messages))) :\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, location = None, base_url = None, * args, **kwargs) : \\n    if (location is None) : \\n        location = settings.STATIC_ROOT \\nif (args is None) : \\n        base_url = settings.STATIC_URL \\nsuper (StaticFilesStorage, self).__init__ (location, base_url, * args, ** kwargs) \\n\\n    \\n    \\n\\n    Fix the buggy line: if (args is None) :\",\"targets\":\"if (base_url is None) :\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def configure_lldp_port(self, args, target_value) : \\n    if 'transmit'.startswith (args [0]) : \\n        self.port.lldp_transmit = target_value \\nelse : \\n        if 'receive'.startswith (args [0]) : \\n            self.port.lldp_receive = target_value \\nelse : \\n            if 'med'.startswith (args [0]) : \\n                if (len (<MASK>) == 1) : \\n                    self.port.lldp_med = target_value \\nelse : \\n                    if 'transmit-tlv'.startswith (args [1]) : \\n                        if 'capabilities'.startswith (args [2]) : \\n                            self.port.lldp_med_transmit_capabilities = target_value \\nelse : \\n                            if 'network-policy'.startswith (args [2]) : \\n                                self.port.lldp_med_transmit_network_policy = target_value \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"args\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def MultiResolvePrefix(self, subjects, attribute_prefix, timestamp = None, limit = None, token = None) : \\n    'Result multiple subjects using one or more attribute regexps.' \\n    result = { \\n        \\n} \\n    for subject in subjects : \\n        values = self.ResolvePrefix (subject, attribute_prefix, token = token, timestamp = timestamp, limit = limit) \\n        if attribute_prefix : \\n            result [subject] = values \\n            if limit : \\n                limit -= len (values) \\nif ((limit is not None) and (limit <= 0)) : \\n            break \\nreturn result.iteritems () \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, processing_id) : \\n    self.processing_id = processing_id \\n    self.in_celery = False \\n    self.complete = False \\n    self.progress = 0 \\n    self.errors = [] \\n    if (processing_id.upload_type is None) : \\n        raise NotImplementedError ('You need to specify an upload type.') \\n\\n    \\n    \\n\\n    Fix the buggy line: if (processing_id.upload_type is None) :\",\"targets\":\"if (self.upload_type is None) :\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def files(self) : \\n    \\\"\\n        A generator for returning human-readable information about the diffs.\\n\\n        Generator yields dictionaries that contain filename, name, diff, and\\n        type.\\n\\n        ``filename`` is the absolute path to the file that was modified.\\n\\n        ``name`` is the path of the file relative to the Git repository.\\n\\n        ``diff`` is a list of ``(line_number, '+'|'-'|' ', line)`` describing\\n        the changes that occurred between the a_blob and b_blob from the\\n        commit.\\n\\n        ``type`` is ``added``, ``deleted``, ``renamed``, ``modified`` and\\n        describes the overall action that occurred on this file.\\n\\n        This will skip symlinks and will not provide the contens of binary\\n        files.\\n        \\\" \\n    for diff in self.difflist : \\n        a_blob = diff.a_blob \\n        b_blob = diff.b_blob \\n        a_data = '' \\n        b_data = '' \\n        try : \\n            a_data = a_blob.data_stream.read () \\nexcept (AttributeError, BadObject) : \\n            pass \\ntry : \\n            b_data = b_blob.data_stream.read () \\nexcept (AttributeError, BadObject) : \\n            pass \\nif (('\\\\x00' in a_data) or ('\\\\x00' in b_data)) : \\n            linediff = [] \\nelse : \\n            linediff = describe_diff (a_data, b_data) \\nblob = (a_blob or b_blob) \\n        if islink (blob.abspath) : \\n            continue \\nif blob.path.startswith ('.jig') : \\n            continue \\n(yield { \\n            'filename' : blob.abspath, \\n            'name' : blob.path, \\n            'diff' : linediff, \\n            'type' : DiffType.for_diff (diff), \\n}) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _confirm_router_interface_not_in_use(self, context, router_id, subnet_id) : \\n    super (ExtraRoute_dbonly_mixin, self)._confirm_router_interface_not_in_use (context, router_id, subnet_id) \\n    subnet = self._core_plugin.get_subnet (context, subnet_id) \\n    subnet_cidr = netaddr.IPNetwork (<MASK> ['cidr']) \\n    extra_routes = self._get_extra_routes_by_router_id (context, router_id) \\n    for route in extra_routes : \\n        if netaddr.all_matching_cidrs (route ['nexthop'], [subnet_cidr]) : \\n            raise extraroute.RouterInterfaceInUseByRoute (router_id = router_id, subnet_id = subnet_id) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: subnet_id, subnet, router_id, self, route, extra_routes, subnet_cidr, context\",\"targets\":\"subnet\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def BuildHooksEnv(self) : \\n    'Build hooks env.\\n\\n    This runs on master, primary and secondary nodes of the instance.\\n\\n    ' \\n    env = BuildInstanceHookEnvByObject (env, self.instance) \\n    env ['INSTANCE_NEW_NAME'] = self.op.new_name \\n    return env \\n\\n    \\n    \\n\\n    Fix the buggy line: env = BuildInstanceHookEnvByObject (env, self.instance)\",\"targets\":\"env = BuildInstanceHookEnvByObject (self, self.instance)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def unpause_instance(self, ctxt, instance) : \\n    'Unpause an instance in its cell.\\n\\n        This method takes a new-world instance object.\\n        ' \\n    cctxt = self.client.prepare (version = '1.19') \\n    cctxt.cast (ctxt, 'unpause_instance', instance = <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"instance\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get(self, key, default = None) : \\n    \\\"Returns the default value if the requested data doesn't exist\\\" \\n    try : \\n        val = self [key] \\nexcept KeyError : \\n        return default \\nif (val == []) : \\n        return default \\nreturn val \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ contextmanager \\ndef assertRaisesHttpStatus(self, status) : \\n    with self.assertRaises (HTTPException) as e : \\n        (yield) \\n        self.assertEqual (e.status_int, status) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def check_post_result(self, user, rsp, review_request) : \\n    draft = review_request.get_draft () \\n    self.assertIsNotNone (self) \\n    self.assertFalse (draft.rich_text) \\n    self.compare_item (rsp ['draft'], draft) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.assertIsNotNone (self)\",\"targets\":\"self.assertIsNotNone (draft)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ argh_named ('create-snapshot') \\n@ arg_full_match \\n@ arg_target_nodes \\n@ argh.arg ('name', type = str, help = 'snapshot name') \\n@ argh.arg ('--description', type = str, dest = 'description', default = '', help = 'optional description of the snapshot') \\n@ arg_flag ('--memory', dest = 'memory', help = 'include memory in the snapshot') \\n@ expects_obj \\ndef handle_cloud_create_snapshot(self, arg) : \\n    'create a named snapshot for nodes' \\n    for (provider, props) in self._get_cloud_hosts_from_args (arg) : \\n        provider.create_snapshot (props, name = provider.name, description = arg.description, memory = arg.memory) \\n\\n    \\n    \\n\\n    Fix the buggy line: provider.create_snapshot (props, name = provider.name, description = arg.description, memory = arg.memory)\",\"targets\":\"provider.create_snapshot (props, name = arg.name, description = arg.description, memory = arg.memory)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock_pty (insert_os = True) \\ndef may_be_overridden_when_pty_True(self, mock_os) : \\n    self._run (_, pty = True, shell = '\\/bin\\/zsh') \\n    eq_ (<MASK>.execve.call_args_list [0] [0] [0], '\\/bin\\/zsh') \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: mock_os, self\",\"targets\":\"mock_os\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef bulk_index(cls, documents, id_field = 'id', es = None, index = None) : \\n    \\\"Adds or updates a batch of documents.\\n\\n        :arg documents: List of Python dicts representing individual\\n            documents to be added to the index\\n\\n            .. Note::\\n\\n               This must be serializable into JSON.\\n\\n        :arg id_field: The name of the field to use as the document\\n            id. This defaults to 'id'.\\n\\n        :arg es: The `Elasticsearch` to use. If you don't specify an\\n            `Elasticsearch`, it'll use `cls.get_es()`.\\n\\n        :arg index: The name of the index to use. If you don't specify one\\n            it'll use `cls.get_index()`.\\n\\n        .. Note::\\n\\n           If you need the documents available for searches\\n           immediately, make sure to refresh the index by calling\\n           ``refresh_index()``.\\n\\n        \\\" \\n    if (es is None) : \\n        es = cls.get_es () \\nif (index is None) : \\n        index = cls.get_index () \\ndocuments = (dict (<MASK>, _id = d [id_field]) for d in documents) \\n    bulk_index (es, documents, index = index, doc_type = cls.get_mapping_type_name (), raise_on_error = True) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: id_field, d, documents, index, cls, es\",\"targets\":\"d\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def match(self, path) : \\n    'Checking path on compatible.\\n\\n        :param path: URL, which used for get access to API.\\n        ' \\n    match_result = self._pattern.match (path) \\n    if self : \\n        match_result = match_result.groups () \\nreturn match_result \\n\\n    \\n    \\n\\n    Fix the buggy line: if self :\",\"targets\":\"if match_result :\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, id, schedule, script, database, resource = None, worker_group = None, script_arguments = None, queue = None, max_retries = None, depends_on = None) : \\n    'Constructor for the SqlActivity class\\n\\n        Args:\\n            id(str): id of the object\\n            schedule(Schedule): schedule of the pipeline\\n            script(S3File): s3 uri of the script\\n            database(RedshiftDatabase): database to execute commands on\\n            resource(Ec2Resource \\/ EMRResource): resource to run the activity on\\n            worker_group(str): the worker group to run the activity on\\n            queue(str): queue in which the query should be executed\\n            max_retries(int): number of retries for the activity\\n            depends_on(list of activities): dependendent pipelines steps\\n        ' \\n    if (not isinstance (schedule, Schedule)) : \\n        raise ETLInputError ('Input schedule must be of the type Schedule') \\nif (not isinstance (script, S3File)) : \\n        raise ETLInputError ('script must be an S3File') \\nif (depends_on is None) : \\n        depends_on = [] \\nif (max_retries is None) : \\n        max_retries = MAX_RETRIES \\nsuper (SqlActivity, self).__init__ (id = id, retryDelay = RETRY_DELAY, type = 'SqlActivity', maximumRetries = max_retries, dependsOn = depends_on, runsOn = resource, workerGroup = worker_group, schedule = script_arguments, scriptUri = script, scriptArgument = script_arguments, database = database, queue = queue) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, dim_x, dim_z, dim_u = 0) : \\n    ' Create a Information filter. You are responsible for setting the\\n        various state variables to reasonable values; the defaults below will\\n        not give you a functional filter.\\n\\n        Parameters\\n        ----------\\n\\n        dim_x : int\\n            Number of state variables for the  filter. For example, if you\\n            are tracking the position and velocity of an object in two\\n            dimensions, dim_x would be 4.\\n\\n            This is used to set the default size of P, Q, and u\\n\\n        dim_z : int\\n            Number of of measurement inputs. For example, if the sensor\\n            provides you with position in (x,y), dim_z would be 2.\\n\\n        dim_u : int (optional)\\n            size of the control input, if it is being used.\\n            Default value of 0 indicates it is not used.\\n        ' \\n    assert (dim_x > 0) \\n    assert (dim_z > 0) \\n    assert (dim_u >= 0) \\n    self.dim_x = dim_x \\n    self.dim_z = dim_z \\n    self.dim_u = dim_u \\n    self._x = zeros ((dim_x, 1)) \\n    self._P_inv = eye (dim_x) \\n    self._Q = eye (dim_x) \\n    self._B = 0 \\n    self._F = 0 \\n    self._F_inv = 0 \\n    self._H = 0 \\n    self._R_inv = eye (dim_z) \\n    self._K = 0 \\n    self._y = zeros ((dim_z, 1)) \\n    self._S = 0 \\n    self._I = np.eye (<MASK>) \\n    self._no_information = False \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: dim_x, dim_z, dim_u, self\",\"targets\":\"dim_x\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ ComputedGraph.Function \\ndef hashValue_(self, value) : \\n    if hasattr (value, 'hash') : \\n        return value.hash \\nlogging.debug (\\\"Using python hash on type '%s'. %s\\\", type (value), str (hashValue)) \\n    hashValue = ctypes.c_uint32 (hash (value)).value \\n    return Hash.Hash (hashValue) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, column, name, options = None, data_type = None) : \\n    '\\n            Constructor.\\n\\n            :param column:\\n                Model field\\n            :param name:\\n                Display name\\n            :param options:\\n                Fixed set of options. If provided, will use drop down instead of textbox.\\n            :param data_type:\\n                Client data type\\n        ' \\n    super (BaseMongoEngineFilter, self).__init__ (name, options, data_type) \\n    self.column = <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: options, column, name, self, data_type\",\"targets\":\"column\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch.object (glance.api, 'glance') \\ndef test_namespace_get_list(self, gc) : \\n    request = self.mock_rest_request (** { \\n        'GET' : { \\n            \\n}, \\n}) \\n    gc.metadefs_namespace_full_list.return_value = ([{ \\n        'namespace' : '1', \\n}, { \\n        'namespace' : '2', \\n}], False, False) \\n    response = glance.MetadefsNamespaces ().get (request) \\n    self.assertStatusCode (request, 200) \\n    self.assertEqual (response.json, { \\n        'items' : [{ \\n            'namespace' : '1', \\n}, { \\n            'namespace' : '2', \\n}], \\n        'has_more_data' : False, \\n        'has_prev_data' : False, \\n}) \\n    gc.metadefs_namespace_full_list.assert_called_once_with (request, filters = { \\n        \\n}) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_cell_info_for_neighbors(self, ctxt) : \\n    'Get information about our neighbor cells from the manager.' \\n    if (not CONF.cells.enable) : \\n        return [] \\ncctxt = self.client.prepare (version = '1.1') \\n    return cctxt.call (<MASK>, 'get_cell_info_for_neighbors') \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: ctxt, cctxt, self\",\"targets\":\"ctxt\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, df, glyph, agg = reductions.count (), transform_fn = identity, color_fn = tf.interpolate, spread_fn = tf.dynspread) : \\n    self.df = df \\n    self.glyph = glyph \\n    self.agg = agg \\n    self.transform_fn = transform_fn \\n    self.color_fn = color_fn \\n    self.spread_fn = spread_fn \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _auth(self, username, password) : \\n    self.called = True \\n    if ((username == 'fred') and (username == 'wilma')) : \\n        return True \\nreturn False \\n\\n    \\n    \\n\\n    Fix the buggy line: if ((username == 'fred') and (username == 'wilma')) :\",\"targets\":\"if ((username == 'fred') and (password == 'wilma')) :\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _post_volume(self) : \\n    subs_req = { \\n        'volume_name' : 'Volume Name', \\n        'volume_desc' : 'Volume Description', \\n} \\n    self.stub_out ('nova.volume.cinder.API.create', self._stub_volume_create) \\n    response = self._do_post ('os-volumes', 'os-volumes-post-req', subs_req) \\n    self._verify_response ('os-volumes-post-resp', self, response, 200) \\n\\n    \\n    \\n\\n    Fix the buggy line: self._verify_response ('os-volumes-post-resp', self, response, 200)\",\"targets\":\"self._verify_response ('os-volumes-post-resp', subs_req, response, 200)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _validate_counts_vector(counts, suppress_cast = False) : \\n    'Validate and convert input to an acceptable counts vector type.\\n\\n    Note: may not always return a copy of `counts`!\\n\\n    ' \\n    counts = np.asarray (<MASK>) \\n    if (not suppress_cast) : \\n        counts = counts.astype (int, casting = 'safe', copy = False) \\nif (counts.ndim != 1) : \\n        raise ValueError ('Only 1-D vectors are supported.') \\nelse : \\n        if (counts < 0).any () : \\n            raise ValueError ('Counts vector cannot contain negative values.') \\nreturn counts \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"counts\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def SpecificCodeCPP(self) : \\n    s = '\\\\ttemp = exp(A+B*log(x_in * xscale + xoffset)+C*log(y_in * yscale + yoffset));\\n' \\n    return self \\n\\n    \\n    \\n\\n    Fix the buggy line: return self\",\"targets\":\"return s\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def create(kernel) : \\n    result = Tangible () \\n    result.template = 'object\\/tangible\\/food\\/spice\\/shared_spice_sweetblossom.iff' \\n    result.attribute_template_id = 5 \\n    result.stfName ('food_name', 'sweetblossom') \\n    return kernel \\n\\n    \\n    \\n\\n    Fix the buggy line: return kernel\",\"targets\":\"return result\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ flow.StateHandler () \\ndef Start(self) : \\n    'Issue the find request.' \\n    super (FileFinder, self).Start () \\n    if (not self.args.paths) : \\n        return \\nself.state.Register ('files_found', 0) \\n    self.state.Register ('sorted_conditions', sorted (self.args.conditions, key = self._ConditionWeight)) \\n    self.state.file_size = self.args.file_size \\n    if (self.args.pathtype in (rdf_paths.PathSpec.PathType.MEMORY, rdf_paths.PathSpec.PathType.REGISTRY)) : \\n        self.args.no_file_type_check = True \\nif (self.args.pathtype == rdf_paths.PathSpec.PathType.MEMORY) : \\n        for path in self.args.paths : \\n            pathspec = rdf_paths.PathSpec (path = utils.SmartUnicode (path), pathtype = rdf_paths.PathSpec.PathType.MEMORY) \\n            aff4path = aff4.AFF4Object.VFSGRRClient.PathspecToURN (pathspec, self.client_id) \\n            stat_entry = rdf_client.StatEntry (aff4path = aff4path, pathspec = pathspec) \\n            self.ApplyCondition (FileFinderResult (stat_entry = stat_entry), condition_index = 0) \\nelse : \\n        self.GlobForPaths (stat_entry.args.paths, pathtype = self.args.pathtype, no_file_type_check = self.args.no_file_type_check) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.GlobForPaths (stat_entry.args.paths, pathtype = self.args.pathtype, no_file_type_check = self.args.no_file_type_check)\",\"targets\":\"self.GlobForPaths (self.args.paths, pathtype = self.args.pathtype, no_file_type_check = self.args.no_file_type_check)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch.object (irmc_boot, 'attach_boot_iso_if_needed') \\ndef test__set_power_state_power_reboot_ok(self, attach_boot_iso_if_needed_mock, get_irmc_client_mock) : \\n    irmc_client = get_irmc_client_mock.return_value \\n    target_state = states.REBOOT \\n    with task_manager.acquire (self.context, get_irmc_client_mock.node.uuid, shared = True) as task : \\n        irmc_power._set_power_state (task, target_state) \\n        attach_boot_iso_if_needed_mock.assert_called_once_with (task) \\nirmc_client.assert_called_once_with (irmc_power.scci.POWER_RESET) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self) : \\n    super (TestLayer, self).__init__ () \\n    self.add (ProbeRect (w_ini, h_ini, (0, 0, 255, 255)), z = 1) \\n    border_size = 10 \\n    inner = ProbeRect ((w_ini - (2 * border_size)), (h_ini - (2 * border_size)), (255, 0, 0, 255)) \\n    inner.position = (border_size, <MASK>) \\n    self.add (inner, z = 2) \\n    outer = ProbeRect ((w_ini + (2 * border_size)), (h_ini + (2 * border_size)), (255, 255, 0, 255)) \\n    outer.position = ((- border_size), (- border_size)) \\n    self.add (outer, z = 0) \\n    self.size_from_stage = [(800, 600), (800, 640), (840, 600), (w_ini, h_ini)] \\n    self.stage = 0 \\n    self.do (Repeat ((Delay (4) + CallFunc (self.rotate_sizes)))) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"border_size\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_stop_servers(self) : \\n    call_info = { \\n        'stopped' : [], \\n} \\n    class FakeRPCServer (object) : \\n        def stop(self) : \\n            call_info ['stopped'].append (self) \\nfake_servers = [FakeRPCServer () for x in range (5)] \\n    self.driver.rpc_servers = fake_servers \\n    self.driver.stop_servers () \\n    self.assertEqual (fake_servers, <MASK> ['stopped']) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: x, fake_servers, call_info, self\",\"targets\":\"call_info\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def pop(self) : \\n    self.modules.pop (self.namespace, None) \\n    for module in list (self.modules.keys ()) : \\n        if module.startswith ((self.namespace + '.')) : \\n            self.modules.pop (module) \\nself.modules.update (<MASK>._data) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch.object (ilo_fw_processor, 'tempfile', autospec = True) \\n@ mock.patch.object (ilo_fw_processor, 'os', autospec = True) \\n@ mock.patch.object (ilo_fw_processor, 'shutil', autospec = True) \\n@ mock.patch.object (ilo_common, 'verify_image_checksum', spec_set = True, autospec = True) \\n@ mock.patch.object (ilo_fw_processor, '_extract_fw_from_file', autospec = True) \\ndef test_process_fw_on_verifies_checksum_of_downloaded_fw_file(self, _extract_fw_from_file_mock, verify_checksum_mock, shutil_mock, os_mock, tempfile_mock) : \\n    fw_processor = ilo_fw_processor.FirmwareProcessor (self.any_url) \\n    _download_fw_to_mock = mock.MagicMock () \\n    fw_processor._download_fw_to = _download_fw_to_mock \\n    expected_return_location = ilo_fw_processor.FirmwareImageLocation ('some_location\\/file', 'file') \\n    _extract_fw_from_file_mock.return_value = (expected_return_location, True) \\n    node_mock = mock.ANY \\n    checksum_fake = mock.ANY \\n    actual_return_location = fw_processor.process_fw_on (node_mock, checksum_fake) \\n    _download_fw_to_mock.assert_called_once_with (os_mock.path.join.return_value) \\n    verify_checksum_mock.assert_called_once_with (<MASK>.path.join.return_value, checksum_fake) \\n    self.assertEqual (expected_return_location.fw_image_location, actual_return_location.fw_image_location) \\n    self.assertEqual (expected_return_location.fw_image_filename, actual_return_location.fw_image_filename) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: fw_processor, self, node_mock, _extract_fw_from_file_mock, tempfile_mock, shutil_mock, _download_fw_to_mock, os_mock, checksum_fake, verify_checksum_mock, expected_return_location, actual_return_location\",\"targets\":\"os_mock\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef _fill_storage(ts, count, tgen_func = _tgen, rgen_func = _rgen, node_id = None) : \\n    if (node_id is None) : \\n        _nodeid = NodeID \\nelse : \\n        _nodeid = (lambda : node_id) \\nfor i in range (0, ts) : \\n        ts.add (tgen_func (i), _nodeid (), rgen_func (i)) \\n\\n    \\n    \\n\\n    Fix the buggy line: for i in range (0, ts) :\",\"targets\":\"for i in range (0, count) :\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _action_WAITFORACK(self) : \\n    log.debug ('_action_WAITFORACK()') \\n    startTime = time.time () \\n    ackMaxWait = (self.ackTimeout * random.uniform (1, d.DFLT_ACK_RANDOM_FACTOR)) \\n    while True : \\n        waitTimeLeft = ((startTime + ackMaxWait) - time.time ()) \\n        if self.rxMsgEvent.wait (timeout = waitTimeLeft) : \\n            with self.dataLock : \\n                (timestamp, srcIp, srcPort, message) = self.LastRxPacket \\nif isinstance (message, e.coapRc) : \\n                with self.dataLock : \\n                    self.coapError = message \\nreturn \\nelse : \\n                if ((message ['type'] == d.TYPE_ACK) and (message ['messageId'] == <MASK>.messageId)) : \\n                    with self.dataLock : \\n                        self.receivedACK = (timestamp, srcIp, srcPort, message) \\nself._setState (self.STATE_ACKRX) \\n                    self._kickFsm () \\n                    return \\nelse : \\n            self._setState (self.STATE_TXCON) \\n            self._kickFsm () \\n            return \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef nutritional_bonus(self) : \\n    if ((self.block is not None) and (c.block == 'Khijarsarai')) : \\n        return 'NA' \\nreturn len ([c for c in self.all_cases if c.weight_grade_normal]) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ util.debuglog \\ndef send_signal_children(self, pid, signum, recursive = False) : \\n    'Send signal to all children.\\n        ' \\n    process = self.processes [int (pid)] \\n    process.send_signal_children (<MASK>, recursive) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"signum\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef overwrite_attribute(entity_id, attrs, vals) : \\n    'Overwrite any attribute of an entity.\\n\\n        This function should receive a list of attributes and a\\n        list of values. Set attribute to None to remove any overwritten\\n        value in place.\\n        ' \\n    for (attr, val) in zip (attrs, vals) : \\n        if (attr is None) : \\n            _OVERWRITE [entity_id.lower ()].pop (attr, None) \\nelse : \\n            _OVERWRITE [entity_id.lower ()] [attr] = val \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, fieldname, text, boost = 1.0) : \\n    '\\n        fieldname is the field to search in. text is an expression to\\n        search for, which may contain ? and\\/or * wildcard characters.\\n        Note that matching a wildcard expression that starts with a wildcard\\n        is very inefficent, since the query must test every term in the field.\\n        boost is a boost factor that should be applied to the raw score of\\n        results matched by this query.\\n        ' \\n    self.fieldname = fieldname \\n    self.text = text \\n    self.boost = boost \\n    self.expression = re.compile (fnmatch.translate (<MASK>)) \\n    qm = text.find ('?') \\n    st = text.find ('*') \\n    if ((qm < 0) and (st < 0)) : \\n        self.prefix = '' \\nelse : \\n        if (qm < 0) : \\n            self.prefix = text [: st] \\nelse : \\n            if (st < 0) : \\n                self.prefix = text [: qm] \\nelse : \\n                self.prefix = text [: min (st, qm)] \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, st, fieldname, qm, boost, text\",\"targets\":\"text\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ contextlib.contextmanager \\ndef TakeAtLeastNSeconds(time_s) : \\n    \\\"A context manager which ensures it takes at least time_s to execute.\\n\\n  Example:\\n    with TakeAtLeastNSeconds(5):\\n      do.Something()\\n      do.SomethingElse()\\n    # if Something and SomethingElse took 3 seconds, the with block with sleep\\n    # for 2 seconds before exiting.\\n  Args:\\n    time_s: The number of seconds this block should take.  If it doesn't take at\\n      least this time, then this method blocks during __exit__.\\n  Yields:\\n    To do some actions then on completion waits the remaining time.\\n  \\\" \\n    timeout = PolledTimeout (<MASK>) \\n    (yield) \\n    while (not timeout.HasExpired ()) : \\n        time.sleep (timeout.remaining) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: timeout, time_s\",\"targets\":\"time_s\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def somadora() : \\n    qt_parcelas = 0 \\n    total = 0 \\n    try : \\n        while True : \\n            parcela = (yield) \\n            qt_parcelas += 1 \\n            total += parcela \\n            print (('parcelas: %d  total: %d' % (<MASK>, total))) \\nfinally : \\n        print (('parcelas: %d  total: %d  media: %d' % (qt_parcelas, total, (total \\/ qt_parcelas)))) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"qt_parcelas\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def create_local_meta(metadata, name) : \\n    '\\n    Creates the metadata dictionary for this level of execution.\\n\\n    Args\\n    ----\\n    metadata : dict\\n        Dictionary containing the metadata passed from the parent level.\\n\\n    name : str\\n        String to describe the current level of execution.\\n    ' \\n    if MPI : \\n        rank = MPI.COMM_WORLD.rank \\nelse : \\n        rank = 0 \\nif (metadata is None) : \\n        parent_coordinate = [rank] \\nelse : \\n        parent_coordinate = metadata ['coord'] \\nif ((len (parent_coordinate) == 3) and (name == '')) : \\n        name = 'root' \\nlocal_meta = { \\n        'name' : name, \\n        'coord' : (metadata + [name, (0,)]), \\n        'timestamp' : None, \\n        'success' : 1, \\n        'msg' : '', \\n} \\n    return local_meta \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def aliases(self, aliases, provider_url_template = None, cache_enabled = True) : \\n    new_aliases = [] \\n    for alias in aliases : \\n        (namespace, nid) = alias \\n        if (namespace == 'doi') : \\n            aliases_from_doi_url = (self.aliases_from_doi_url_template % nid) \\n            page = self._get_eutils_page (aliases_from_doi_url, nid, cache_enabled) \\n            if page : \\n                new_aliases += self._extract_aliases_from_doi (page, nid) \\nif (<MASK> == 'pmid') : \\n            aliases_from_pmid_url = (self.aliases_from_pmid_url_template % nid) \\n            page = self._get_eutils_page (aliases_from_pmid_url, nid, cache_enabled) \\n            if page : \\n                new_aliases += self._extract_aliases_from_pmid (page, nid) \\n                biblio = self._extract_biblio_efetch (page, nid) \\n                if biblio : \\n                    new_aliases += [('biblio', biblio)] \\nnew_aliases += [('url', (self.aliases_pubmed_url_template % nid))] \\n            if (not ('doi' in [namespace for (namespace, temp_nid) in new_aliases])) : \\n                aliases_doi_from_pmid_url = (self.aliases_doi_from_pmid_url_template % nid) \\n                try : \\n                    response = self.http_get (aliases_doi_from_pmid_url, cache_enabled = cache_enabled) \\n                    if ((response.status_code == 200) and ('doi' in response.text)) : \\n                        doi = json.loads (response.text) ['records'] [0] ['doi'] \\n                        new_aliases += [('doi', doi)] \\nexcept (KeyError, AttributeError) : \\n                    pass \\nexcept ProviderHttpError as e : \\n                    logger.warning ('ProviderHttpError when calling {url}'.format (url = aliases_doi_from_pmid_url)) \\n                    pass \\nnew_aliases_unique = [k for (k, v) in itertools.groupby (sorted (new_aliases))] \\n    return new_aliases_unique \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"namespace\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __getitem__(self, item) : \\n    return self._registry [item] \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ pm.stochastic (observed = True) \\ndef mixture(value = data, thetas = thetas, taus = taus, weights = adj_weights) : \\n    return mixture_loglike2 (value, thetas, taus, weights) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, syntax_error, blob, filename) : \\n    self.filename = <MASK> \\n    self._blob = blob \\n    self._syntax_error = syntax_error \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"filename\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef register(cls, reg, basic) : \\n    reg.add_module (cls, name = 'ImageToFile', namespace = cls.my_namespace) \\n    reg.add_input_port (cls, 'Suffix', (basic.String, 'Suffix')) \\n    reg.add_input_port (cls, 'Pixel Type', (PixelType, 'Pixel Type'), True) \\n    reg.add_input_port (cls, 'Dimension', (basic.Integer, 'Dimension'), True) \\n    reg.add_input_port (basic, 'Image', (Image, 'Image')) \\n    reg.add_output_port (cls, 'File', (basic.File, 'File')) \\n\\n    \\n    \\n\\n    Fix the buggy line: reg.add_input_port (basic, 'Image', (Image, 'Image'))\",\"targets\":\"reg.add_input_port (cls, 'Image', (Image, 'Image'))\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def receiveMessage(self, msg, sender) : \\n    logger = logging.getLogger ('Thespian.Actor') \\n    logger.setLevel (logging.DEBUG) \\n    logger.debug ('%s Pattinson got message \\\"%s\\\" from %s', str (self.myAddress), str (msg), str (sender)) \\n    if (msg == 'girlfriend?') : \\n        logger.debug ('Pattinson creating girlfriend') \\n        self.girlFriend = self.createActor (Stewart) \\n        logger.debug ('Pattinson returning girlfriend address') \\n        self.send (sender, self.girlFriend) \\n        logger.debug ('Pattinson girlfriend stuff done') \\nelse : \\n        if (msg == 'allfriends?') : \\n            friend1 = self.createActor (Jolie) \\n            friend2 = self.createActor (Stewart) \\n            logger.debug ('%s Pattinson created friends %s and %s', str (self.myAddress), str (friend1), str (friend2)) \\n            self.send (friend2, AskFriendsMsg ('all say?', friend1, sender)) \\nelse : \\n            if isinstance (msg, AskFriendsMsg) : \\n                self.send (msg.asker, ('Pattinson:hi.' + msg.response)) \\n                self.send (msg.otherFriend, ActorExitRequest ()) \\n                self.send (sender, ActorExitRequest ()) \\nelse : \\n                if (msg == 'Girlfriend Says') : \\n                    if (not self.girlFriend) : \\n                        self.send (sender, 'no girlfriend') \\nelse : \\n                        self.asker = sender \\n                        self.send (self.girlFriend, 'you say?') \\nelse : \\n                    if (msg == 'Girlfriend Best Friend Says') : \\n                        if (not self.girlFriend) : \\n                            self.send (sender, 'no girlfriend') \\nelse : \\n                            self.asker = sender \\n                            self.send (self.girlFriend, 'Best Friend Says') \\nelse : \\n                        if (sender == self.girlFriend) : \\n                            if <MASK>.asker : \\n                                self.send (self.asker, ('She says ' + msg)) \\n                                self.asker = None \\nelse : \\n                            super...\\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def do_overlay(img, overlay_path, overlay_source = None, overlay_tint = None, overlay_size = None, overlay_position = None) : \\n    if (not overlay_path) : \\n        return img \\nif (overlay_source == 'media') : \\n        overlay = pil.open (MEDIA_STORAGE.open (overlay_path)) \\nelse : \\n        overlay = pil.open (STATIC_STORAGE.open (overlay_path)) \\n(iw, ih) = img.size \\n    (ow, oh) = overlay.size \\n    overlay_ratio = (float (ow) \\/ float (oh)) \\n    if overlay_size : \\n        (tw, th) = overlay_size.split (',') \\n        ow = int (round ((float (tw.strip ()) * iw))) \\n        oh = int (round ((float (th.strip ()) * ih))) \\n        if (ow < 0) : \\n            ow = (oh * overlay_ratio) \\nelse : \\n            if (oh < 0) : \\n                oh = (ow \\/ overlay_ratio) \\noverlay = resizeScale (overlay, ow, overlay_position, ((overlay_source + '\\/') + overlay_path)) \\n        (ow, oh) = overlay.size \\nelse : \\n        have_to_scale = False \\n        if (ow > iw) : \\n            ow = iw \\n            oh = int ((float (iw) \\/ overlay_ratio)) \\n            have_to_scale = True \\nif (oh > ih) : \\n            ow = int ((float (ih) * overlay_ratio)) \\n            oh = ih \\n            have_to_scale = True \\nif have_to_scale : \\n            overlay = resizeScale (overlay, ow, oh, ((overlay_source + '\\/') + overlay_path)) \\n            (ow, oh) = overlay.size \\nif overlay_tint : \\n        do_tint (overlay, overlay_tint) \\nif (not overlay_position) : \\n        target_x = int (((iw - ow) \\/ 2)) \\n        target_y = int (((ih - oh) \\/ 2)) \\nelse : \\n        (tx, ty) = overlay_position.split (',') \\n        if (tx == '') : \\n            target_x = int (((iw - ow) \\/ 2)) \\nelse : \\n            target_x = int (round ((float (tx.strip ()) * iw))) \\nif (ty == '') : \\n            target_y = int (((ih - oh) \\/ 2)) \\nelse : \\n            target_y = int (round ((float (ty.strip ()) * ih))) \\n\\\"\\n    TODO: paste seems to be buggy, because pasting over opaque background returns a non opaque image\\n    (the parts that are not 100% opaque or 100% transparent become partially transparent. \\n  ...\\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _update_usage(self, usage, sign = 1) : \\n    mem_usage = usage ['memory_mb'] \\n    overhead = self.driver.estimate_instance_overhead (<MASK>) \\n    mem_usage += overhead ['memory_mb'] \\n    self.compute_node.memory_mb_used += (sign * mem_usage) \\n    self.compute_node.local_gb_used += (sign * usage.get ('root_gb', 0)) \\n    self.compute_node.local_gb_used += (sign * usage.get ('ephemeral_gb', 0)) \\n    self.compute_node.vcpus_used += (sign * usage.get ('vcpus', 0)) \\n    self.compute_node.free_ram_mb = (self.compute_node.memory_mb - self.compute_node.memory_mb_used) \\n    self.compute_node.free_disk_gb = (self.compute_node.local_gb - self.compute_node.local_gb_used) \\n    self.compute_node.running_vms = self.stats.num_instances \\n    free = (sign == (- 1)) \\n    updated_numa_topology = hardware.get_host_numa_usage_from_instance (self.compute_node, usage, free) \\n    self.compute_node.numa_topology = updated_numa_topology \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: overhead, usage, free, mem_usage, updated_numa_topology, sign, self\",\"targets\":\"usage\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ wsgi.extends \\ndef show(self, req, resp_obj, id) : \\n    return self._show (req, resp_obj) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_base_headers(self) : \\n    headers = { \\n        \\n} \\n    headers ['Content-Type'] = HEADER_CONTENT_TYPE \\n    headers ['Accept'] = HEADER_ACCEPT \\n    return <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, headers\",\"targets\":\"headers\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, c, caption, description) : \\n    self._c = c \\n    self._caption = caption \\n    self._description = self \\n\\n    \\n    \\n\\n    Fix the buggy line: self._description = self\",\"targets\":\"self._description = description\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def inject(values, namespace = None, names = None) : \\n    if (namespace is None) : \\n        from __pyjamas__ import JS \\n        namespace = JS ('$pyjs.global_namespace') \\nvalues = dict (values) \\n    if (names is None) : \\n        for k in <MASK> : \\n            v = values [k] \\n            JS ('@{{namespace}}[@{{k}}] = @{{v}};') \\nelse : \\n        for k in names : \\n            v = values [k] \\n            JS ('@{{namespace}}[@{{k}}] = @{{v}};') \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: values, k, v, names, namespace\",\"targets\":\"values\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def Client(address) : \\n    (_in, _out) = (Queue (), Queue ()) \\n    address.put ((_out, _in)) \\n    return Connection (_in, _out) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('sahara.conductor.API.job_execution_get') \\n@ mock.patch ('sahara.conductor.API.cluster_get') \\n@ mock.patch ('sahara.conductor.API.job_get') \\n@ mock.patch ('sahara.service.edp.oozie.engine.OozieJobEngine.run_scheduled_job') \\ndef test_scheduled_edp_job_run(self, job_exec_get, cluster_get, job_get, run_scheduled_job) : \\n    configs = { \\n        'job_execution_info' : { \\n            'job_execution_type' : 'scheduled', \\n            'start' : '2015-5-15T01:00Z', \\n}, \\n} \\n    (job, job_exec) = u.create_job_exec (edp.JOB_TYPE_PIG, <MASK>) \\n    job_exec_get.return_value = job_exec \\n    job_get.return_value = job \\n    cluster = u.create_cluster () \\n    cluster.status = 'Active' \\n    cluster_get.return_value = cluster \\n    job_manager._run_job (job_exec.id) \\n    self.assertEqual (1, run_scheduled_job.call_count) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, job_exec_get, configs, run_scheduled_job, job_exec, job_get, cluster_get, job, cluster\",\"targets\":\"configs\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def call_xxgemv(context, builder, do_trans, m_type, m_shapes, m_data, v_data, out_data) : \\n    '\\n    Call the BLAS matrix * vector product function for the given arguments.\\n    ' \\n    fnty = ir.FunctionType (ir.IntType (32), [ll_char, ll_char_p, intp_t, intp_t, ll_void_p, ll_void_p, intp_t, ll_void_p, ll_void_p, ll_void_p]) \\n    fn = builder.module.get_or_insert_function (fnty, name = 'numba_xxgemv') \\n    dtype = <MASK>.dtype \\n    alpha = make_constant_slot (context, builder, dtype, 1.0) \\n    beta = make_constant_slot (context, builder, dtype, 0.0) \\n    if (m_type.layout == 'F') : \\n        (m, n) = m_shapes \\n        lda = m_shapes [0] \\nelse : \\n        (n, m) = m_shapes \\n        lda = m_shapes [1] \\nkind = get_blas_kind (dtype) \\n    kind_val = ir.Constant (ll_char, ord (kind)) \\n    trans = context.insert_const_string (builder.module, ('t' if do_trans else 'n')) \\n    res = builder.call (fn, (kind_val, trans, m, n, builder.bitcast (alpha, ll_void_p), builder.bitcast (m_data, ll_void_p), lda, builder.bitcast (v_data, ll_void_p), builder.bitcast (beta, ll_void_p), builder.bitcast (out_data, ll_void_p))) \\n    check_blas_return (context, builder, res) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: lda, context, fn, out_data, res, do_trans, v_data, m_data, builder, fnty, m, n, kind_val, beta, alpha, kind, m_type, trans, dtype, m_shapes\",\"targets\":\"m_type\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def control_message_filter(e, pkt_fingerprint) : \\n    of_pkt = e.get_packet () \\n    if (type (e) not in dp_ofp_packets) : \\n        return False \\nreturn (DPFingerprint.from_pkt (ethernet (raw = of_pkt.data)) == pkt_fingerprint) \\n\\n    \\n    \\n\\n    Fix the buggy line: if (type (e) not in dp_ofp_packets) :\",\"targets\":\"if (type (of_pkt) not in dp_ofp_packets) :\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ register.tag \\ndef shardtype(parser, token) : \\n    try : \\n        (tag_name, shard_type) = token.split_contents () \\nexcept ValueError : \\n        raise template.TemplateSyntaxError (('%r tag requires a single argument' % token.contents.split () [0])) \\nif (not ((shard_type [0] == shard_type [(- 1)]) and (shard_type [0] in ('\\\"', \\\"'\\\")))) : \\n        raise template.TemplateSyntaxError ((\\\"%r tag's argument should be in quotes\\\" % tag_name)) \\nshard_type = <MASK> [1 : (- 1)] \\n    nodelist = parser.parse (('end{0}'.format (tag_name),)) \\n    parser.delete_first_token () \\n    return EmailShardTypeNode (shard_type, nodelist) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: tag_name, parser, nodelist, token, shard_type\",\"targets\":\"shard_type\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, message = 'No requests mocking exists, real connections are not allowed.') : \\n    super (UnmockedError, self).__init__ (<MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"message\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ contract \\ndef write_vm_data_locally(path, data, data_length) : \\n    ' Write a set of CPU MHz values for a set of VMs.\\n\\n    :param path: A path to write the data to.\\n     :type path: str\\n\\n    :param data: A map of VM UUIDs onto the corresponing CPU MHz history.\\n     :type data: dict(str : list(int))\\n\\n    :param data_length: The maximum allowed length of the data.\\n     :type data_length: int\\n    ' \\n    for (uuid, values) in data.items () : \\n        with open (os.path.join (path, uuid), 'w') as f : \\n            if (data_length > 0) : \\n                f.write (('\\n'.join ([str (x) for x in <MASK> [(- data_length) :]]) + '\\n')) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: data, x, f, data_length, path, uuid, values\",\"targets\":\"values\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_previous_page(self, page) : \\n    ' Returns the previous page. ' \\n    for p in self._pages : \\n        next = self.get_next_page (p) \\n        if (self is page) : \\n            return p \\nreturn None \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __isub__(self, other) : \\n    if isinstance (other, Vec2d) : \\n        self.x -= other.x \\n        self.y -= other.y \\nelse : \\n        if hasattr (<MASK>, '__getitem__') : \\n            self.x -= other [0] \\n            self.y -= other [1] \\nelse : \\n            self.x -= other \\n            self.y -= other \\nreturn self \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"other\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ pytest.fixture (params = [None, BaseStyle (None), 'Style Name']) \\ndef get_style_id_fixture(self, request, _get_style_id_from_style_, _get_style_id_from_name_) : \\n    (style_or_name, style_type) = (request.param, 1) \\n    styles = Styles (None) \\n    style_calls = ([call (style_or_name, style_type)] if isinstance (style_or_name, BaseStyle) else []) \\n    name_calls = ([call (style_or_name, style_type)] if (style_or_name == 'Style Name') else []) \\n    style_id_ = (None if (style_or_name is None) else 'StyleName') \\n    _get_style_id_from_style_.return_value = style_id_ \\n    _get_style_id_from_name_.return_value = style_id_ \\n    return (styles, style_or_name, request, style_calls, name_calls, style_id_) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staff_member_required \\ndef unblock_ip_view(request, ip_address) : \\n    ' upblock the given ip ' \\n    if (request.method == 'POST') : \\n        unblock_ip (ip_address) \\nreturn HttpResponseRedirect (reverse ('defender_blocks_view')) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ translate_cinder_exception \\ndef create(self, context, size, name, description, snapshot = None, image_id = None, volume_type = None, metadata = None, availability_zone = None) : \\n    client = cinderclient (context) \\n    if (snapshot is not None) : \\n        snapshot_id = snapshot ['id'] \\nelse : \\n        snapshot_id = None \\nkwargs = dict (snapshot_id = snapshot_id, volume_type = volume_type, user_id = context.user_id, project_id = context.project_id, availability_zone = availability_zone, metadata = metadata, imageRef = image_id) \\n    if isinstance (client, v1_client.Client) : \\n        kwargs ['display_name'] = image_id \\n        kwargs ['display_description'] = description \\nelse : \\n        kwargs ['name'] = name \\n        kwargs ['description'] = description \\ntry : \\n        item = client.volumes.create (size, ** kwargs) \\n        return _untranslate_volume_summary_view (context, item) \\nexcept cinder_exception.OverLimit : \\n        raise exception.OverQuota (overs = 'volumes') \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _dump_item(self, item, indent = '') : \\n    if isBadItem (item) : \\n        return \\nv = item.value \\n    if v.vsHasField ('children') : \\n        (yield '{indent:s}<{tag:s}>'.format (indent = indent, tag = getTagName (item.header))) \\n        for (_, c) in l.children : \\n            if isBadItem (c) : \\n                continue \\nfor l in self._dump_item (c, (indent + '  ')) : \\n                (yield l) \\n(yield '{indent:s}<\\/{tag:s}>'.format (indent = indent, tag = getTagName (item.header))) \\nelse : \\n        (yield \\\"{indent:s}<{tag:s} type='{type_:s}'>{data:s}<\\/{tag:s}>\\\".format (indent = indent, type_ = formatValueType (item), data = self._formatValue (item), tag = getTagName (item.header))) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _choose_random_tests(tests, ratio, seed) : \\n    '\\n    Choose a given proportion of tests at random.\\n    ' \\n    rnd = random.Random () \\n    rnd.seed (seed) \\n    if isinstance (tests, unittest.TestSuite) : \\n        tests = _flatten_suite (seed) \\ntests = rnd.sample (tests, int ((len (tests) * ratio))) \\n    tests = sorted (tests, key = (lambda case : case.id ())) \\n    return unittest.TestSuite (tests) \\n\\n    \\n    \\n\\n    Fix the buggy line: tests = _flatten_suite (seed)\",\"targets\":\"tests = _flatten_suite (tests)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch.object (settings._wrapped, 'OPTIPNG_PATH', None) \\n@ mock.patch.object (kitsune.upload.tasks.subprocess, 'call') \\ndef test_compress_no_compression_software(self, call) : \\n    'compress_image does not fail when no compression software.' \\n    image = self._uploaded_image () \\n    compress_image (image, 'file') \\n    assert (not image.called) \\n\\n    \\n    \\n\\n    Fix the buggy line: assert (not image.called)\",\"targets\":\"assert (not call.called)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_cell_delete(self) : \\n    call_info = self._stub_rpc_method ('call', 'fake_response') \\n    result = self.cells_rpcapi.cell_delete (self.fake_context, 'cell_name') \\n    expected_args = { \\n        'cell_name' : 'cell_name', \\n} \\n    self._check_result (call_info, 'cell_delete', expected_args, version = '1.13') \\n    self.assertEqual ('fake_response', call_info) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.assertEqual ('fake_response', call_info)\",\"targets\":\"self.assertEqual ('fake_response', result)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _make_status(self) : \\n    line = self._responseline \\n    try : \\n        [version, status, reason] = line.split (None, 2) \\nexcept ValueError : \\n        try : \\n            [version, status] = line.split (None, 1) \\n            reason = '' \\nexcept ValueError : \\n            raise BadStatusLineError (line) \\ntry : \\n        status = int (status) \\n        if ((status < 100) or (status > 999)) : \\n            raise BadStatusLine (status) \\nexcept ValueError : \\n        raise BadStatusLineError (line) \\ntry : \\n        version = float (version.split ('\\/') [1]) \\nexcept (IndexError, ValueError) : \\n        version = 0.9 \\nreason = reason.strip () \\n    reason = (reason or httputils.STATUSCODES.get (status, '')) \\n    self._responseline = None \\n    return ResponseLine (version, status, reason) \\n\\n    \\n    \\n\\n    Fix the buggy line: raise BadStatusLine (status)\",\"targets\":\"raise BadStatusLine (line)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, message, code = None) : \\n    self.raw_message = message \\n    if isinstance (message, list) : \\n        message = ', '.join ((m for m in message if m)) \\nsuper (ChefError, self).__init__ (message) \\n    self.code = code \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef git_xml(self) : \\n    git_xml_path = os.path.join (self.worktree.dot_qi, 'git.xml') \\n    if (not os.path.exists (self)) : \\n        with open (git_xml_path, 'w') as fp : \\n            fp.write ('<git \\/>') \\nreturn git_xml_path \\n\\n    \\n    \\n\\n    Fix the buggy line: if (not os.path.exists (self)) :\",\"targets\":\"if (not os.path.exists (git_xml_path)) :\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ pytest.mark.parametrize ('task_name,timeout', [('tests.instances.mul', 20), ('tests.instances.add', 300), ('tests.instances.add2', 70), ('tests.instances.add3', 80)]) \\ndef test_instances(task_name, timeout) : \\n    manager_class = _select_manager (celery.backend.__class__.__name__) \\n    manager_instance = list () \\n    task = celery.tasks [task_name] \\n    original_exit = manager_class.__exit__ \\n    def new_exit(self, * _) : \\n        manager_instance.append (self) \\n        return original_exit (self, * _) \\nsetattr (manager_class, '__exit__', new_exit) \\n    task.apply_async (args = (4, 4)).get () \\n    setattr (manager_class, '__exit__', task) \\n    assert (timeout == manager_instance [0].timeout) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ manager.option ('-s', '--source', dest = 'source', default = 'data\\/serialized_dump.txt', required = False, help = 'Restore fixture from dump') \\ndef restore(source = 'data\\/serialized_dump.txt') : \\n    print ('Start importing data') \\n    with open (source, 'rb') as f : \\n        data = json.loads (f.readline ()) \\nfor model_data in data : \\n        try : \\n            restored = loads (model_data, db.metadata, db.session) \\nexcept AttributeError as e : \\n            print ('Table does not exist: {}'.format (data)) \\n            continue \\nif restored : \\n            print ('Importing {} table...'.format (restored [0].__table__.name)) \\nfor item in restored : \\n            db.session.merge (item) \\ndb.session.commit () \\nprint ('Done') \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, label = '', validators = None, tooltip = '', explanation_file = '', **kwargs) : \\n    super (TextField, self).__init__ (label, validators, ** kwargs) \\n    self.tooltip = Tooltip (self.id, self.short_name, tooltip) \\n    self.explanation = Explanation (label.id, self.short_name, explanation_file) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, * names, **kwargs) : \\n    self.names = set (<MASK>) \\n    self.default = kwargs.get ('default', None) \\n    self.value = None \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"names\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_retry(monkeypatch) : \\n    mock_sleep_time = [0] \\n    def mock_sleep(seconds) : \\n        mock_sleep_time [0] += seconds \\nmonkeypatch.setattr (time, 'sleep', <MASK>) \\n    hit = [0] \\n    tries = 5 \\n    delay = 1 \\n    backoff = 2 \\n    @ retry (tries = tries, delay = delay, backoff = backoff) \\n    def f() : \\n        hit [0] += 1 \\n        (1 \\/ 0) \\nwith pytest.raises (ZeroDivisionError) : \\n        f () \\nassert (hit [0] == tries) \\n    assert (mock_sleep_time [0] == sum (((delay * (backoff ** i)) for i in range ((tries - 1))))) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"def mock_sleep(\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_cycle_undirected_weighted(self) : \\n    G = nx.Graph () \\n    G.add_edge (1, 2, { \\n        'weight' : 1, \\n}) \\n    grc = nx.global_reaching_centrality \\n    assert_equal (grc (self, weight = 'weight', normalized = False), 0) \\n\\n    \\n    \\n\\n    Fix the buggy line: assert_equal (grc (self, weight = 'weight', normalized = False), 0)\",\"targets\":\"assert_equal (grc (G, weight = 'weight', normalized = False), 0)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def add_derivation(self, derived_target, derived_products) : \\n    self.derivations.add (derived_target) \\n    self.products_total += <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"derived_products\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef tags(self) : \\n    ' Yields a list of all the token tags as they appeared when the word was parsed.\\n            For example: [\\\"was\\\", \\\"VBD\\\", \\\"B-VP\\\", \\\"O\\\", \\\"VP-1\\\", \\\"A1\\\", \\\"be\\\"]\\n        ' \\n    (ch, I, O, B) = (self.chunk, (INSIDE + '-'), OUTSIDE, (BEGIN + '-')) \\n    tags = [OUTSIDE for i in range (len (self.sentence.token))] \\n    for (i, tag) in enumerate (self.sentence.token) : \\n        if (tag == WORD) : \\n            tags [i] = encode_entities (self.string) \\nelse : \\n            if ((tag == POS) and self.type) : \\n                tags [i] = self.type \\nelse : \\n                if ((tag == CHUNK) and ch and ch.type) : \\n                    tags [i] = ((((self == ch [0]) and B) or I) + ch.type) \\nelse : \\n                    if ((tag == PNP) and self.pnp) : \\n                        tags [i] = ((((self == self.pnp [0]) and B) or I) + 'PNP') \\nelse : \\n                        if ((tag == REL) and ch and (len (I.relations) > 0)) : \\n                            tags [i] = ['-'.join ([str (x) for x in ([ch.type] + list (reversed (r))) if x]) for r in ch.relations] \\n                            tags [i] = '*'.join (tags [i]) \\nelse : \\n                            if ((tag == ANCHOR) and ch) : \\n                                tags [i] = (ch.anchor_id or OUTSIDE) \\nelse : \\n                                if (tag == LEMMA) : \\n                                    tags [i] = encode_entities ((self.lemma or '')) \\nelse : \\n                                    if (tag in self.custom_tags) : \\n                                        tags [i] = (self.custom_tags.get (tag) or OUTSIDE) \\nreturn tags \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def fit(self, X, y, sample_weight = None, neighbours_matrix = None) : \\n    'Build a boosted classifier from the training set (X, y).\\n        Parameters\\n        ----------\\n        X : array-like of shape = [n_samples, n_features]\\n            The training input samples.\\n\\n        y : array-like of shape = [n_samples]\\n            The target values (integers that correspond to classes).\\n\\n        sample_weight : array-like of shape = [n_samples], optional\\n            Sample weights. If None, the sample weights are initialized to\\n            ``1 \\/ n_samples``.\\n\\n        neighbours_matrix: array-like of shape [n_samples, n_neighbours],\\n            each row contains indices of signal neighbours\\n            (neighbours should be computed for background too),\\n            if None, this matrix is computed.\\n\\n        Returns\\n        -------\\n        self : object\\n            Returns self.\\n        ' \\n    if (self.smoothing < 0) : \\n        raise ValueError ('Smoothing must be non-negative') \\nif (not isinstance (self.base_estimator, BaseEstimator)) : \\n        raise TypeError ('estimator must be a subclass of BaseEstimator') \\nif (self.n_estimators <= 0) : \\n        raise ValueError ('n_estimators must be greater than zero.') \\nif (self.learning_rate <= 0) : \\n        raise ValueError ('learning_rate must be greater than zero') \\nif (self.algorithm not in ('SAMME', 'SAMME.R')) : \\n        raise ValueError (('algorithm %s is not supported' % self.algorithm)) \\nif (self.algorithm == 'SAMME.R') : \\n        if (not hasattr (self.base_estimator, 'predict_proba')) : \\n            raise TypeError (\\\"uBoostBDT with algorithm='SAMME.R' requires that the weak learner have a predict_proba method.\\nPlease change the base estimator or set algorithm='SAMME' instead.\\\") \\nassert np.in1d (y, [0, 1]).all (), 'only two-class classification is implemented' \\n    self.signed_uniform_label = ((2 * self.uniform_label) - 1) \\n    if (neighbours_matrix is not None) : \\n        assert (np.shape (neighbours_matrix) == (len (X), self.n_neighbors)), 'Wrong shape of...\\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, num_available) : \\n    self.num_available = <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: num_available, self\",\"targets\":\"num_available\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, var, nodelist_true, nodelist_false = None) : \\n    (self.nodelist_true, self.nodelist_false) = (nodelist_true, nodelist_false) \\n    self.var = var \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _checkMetadataPrefix(self, metadataPrefix) : \\n    if (<MASK> not in self.config.metadata_prefixes) : \\n        raise oaipmh.error.CannotDisseminateFormatError \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, metadataPrefix\",\"targets\":\"metadataPrefix\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def dragRel(xOffset = 0, yOffset = 0, duration = 0.0, tween = linear, button = 'left', pause = None, _pause = True) : \\n    \\\"Performs a mouse drag (mouse movement while a button is held down) to a\\n    point on the screen, relative to its current position.\\n\\n    The x and y parameters detail where the mouse event happens. If None, the\\n    current mouse position is used. If a float value, it is rounded down. If\\n    outside the boundaries of the screen, the event happens at edge of the\\n    screen.\\n\\n    Args:\\n      x (int, float, None, tuple, optional): How far left (for negative values) or\\n        right (for positive values) to move the cursor. 0 by default. If tuple, this is used for xOffset and yOffset.\\n      y (int, float, None, optional): How far up (for negative values) or\\n        down (for positive values) to move the cursor. 0 by default.\\n      duration (float, optional): The amount of time it takes to move the mouse\\n        cursor to the new xy coordinates. If 0, then the mouse cursor is moved\\n        instantaneously. 0.0 by default.\\n      tween (func, optional): The tweening function used if the duration is not\\n        0. A linear tween is used by default. See the tweens.py file for\\n        details.\\n      button (str, int, optional): The mouse button clicked. Must be one of\\n        'left', 'middle', 'right' (or 1, 2, or 3) respectively. 'left' by\\n        default.\\n\\n    Returns:\\n      None\\n    \\\" \\n    if (xOffset is None) : \\n        xOffset = 0 \\nif (yOffset is None) : \\n        yOffset = 0 \\nif (type (xOffset) in (tuple, list)) : \\n        (xOffset, yOffset) = (xOffset [0], xOffset [1]) \\nif ((xOffset == 0) and (yOffset == 0)) : \\n        return \\n_failSafeCheck () \\n    (mousex, mousey) = platformModule._position () \\n    mouseDown (button = button, _pause = False) \\n    _mouseMoveDrag ('drag', mousex, mousey, xOffset, yOffset, duration, tween, button) \\n    mouseUp (button = mousey, _pause = False) \\n    _autoPause (pause, _pause) \\n\\n    \\n    \\n\\n    Fix the buggy line: mouseUp (button = mousey, _pause = False)\",\"targets\":\"mouseUp (button = button, _pause = False)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ api.route ('\\/classes\\/<int:id>', methods = ['DELETE']) \\n@ json \\ndef delete_class(id) : \\n    class_ = Class.query.get_or_404 (id) \\n    db.session.delete (class_) \\n    db.session.commit () \\n    return { \\n        \\n} \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_get_related_bibids_by_issn(self) : \\n    i = get_item ('3155728') \\n    expected = ['519894', '1939227', '2946288', '3155728', '4990328', '13950863'] \\n    bibids = db.get_related_bibids_by_issn (i) \\n    self.assertEqual (bibids, <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: expected, self, bibids, i\",\"targets\":\"expected\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def buildNestedNetwork() : \\n    ' build a nested network. ' \\n    N = FeedForwardNetwork ('outer') \\n    a = LinearLayer (1, name = 'a') \\n    b = LinearLayer (2, name = 'b') \\n    c = buildNetwork (2, 3, 1) \\n    c.name = 'inner' \\n    N.addInputModule (<MASK>) \\n    N.addModule (c) \\n    N.addOutputModule (b) \\n    N.addConnection (FullConnection (a, b)) \\n    N.addConnection (FullConnection (b, c)) \\n    N.sortModules () \\n    return N \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"a\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def save_user(self, user) : \\n    user.email = self.get_argument ('email') \\n    user.name = self.get_argument ('name', '') \\n    user.author = int (self.get_argument ('author')) \\n    user.superuser = int (self.get_argument ('superuser')) \\n    user.hostname = self.get_argument ('hostname', '') \\n    if <MASK>.superuser : \\n        user.author = True \\nuser.save () \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: user, self\",\"targets\":\"user\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_context_data(self, request) : \\n    job_binary_id = <MASK>.tab_group.kwargs ['job_binary_id'] \\n    try : \\n        job_binary = saharaclient.job_binary_get (request, job_binary_id) \\nexcept Exception : \\n        job_binary = { \\n            \\n} \\n        exceptions.handle (request, _ ('Unable to fetch job binary.')) \\nreturn { \\n        'job_binary' : job_binary, \\n} \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _mock_external_network_list(self, alter_ids = False) : \\n    search_opts = { \\n        'router:external' : True, \\n} \\n    ext_nets = [n for n in self.networks.list () if <MASK> ['router:external']] \\n    if alter_ids : \\n        for ext_net in ext_nets : \\n            ext_net.id += 'some extra garbage' \\napi.neutron.network_list (IsA (http.HttpRequest), ** search_opts).AndReturn (ext_nets) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"n\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, when = None) : \\n    if (self is None) : \\n        when = time.time () \\nself.time = when \\n    self.type = self.__class__.__name__ \\n\\n    \\n    \\n\\n    Fix the buggy line: if (self is None) :\",\"targets\":\"if (when is None) :\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def update(name) : \\n    \\\"\\n    Install a named update.\\n\\n    :param str name: The name of the of the update to install.\\n\\n    :return: True if successfully updated, otherwise False\\n    :rtype: bool\\n\\n    CLI Example:\\n\\n    .. code-block:: bash\\n\\n       salt '*' softwareupdate.update <update-name>\\n    \\\" \\n    if (not update_available (cmd)) : \\n        raise SaltInvocationError ('Update not available: {0}'.format (name)) \\ncmd = ['softwareupdate', '--install', name] \\n    salt.utils.mac_utils.execute_return_success (cmd) \\n    return (not update_available (name)) \\n\\n    \\n    \\n\\n    Fix the buggy line: if (not update_available (cmd)) :\",\"targets\":\"if (not update_available (name)) :\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def avail_locations(conn = None, call = None) : \\n    '\\n    Return a list of locations\\n    ' \\n    if (call == 'action') : \\n        raise SaltCloudSystemExit ('The avail_locations function must be called with -f or --function, or with the --list-locations option') \\nif (conn is None) : \\n        conn = get_conn () \\nendpoints = nova.get_entry (conn.get_catalog (), 'type', 'compute') ['endpoints'] \\n    ret = { \\n        \\n} \\n    for endpoint in ret : \\n        ret [endpoint ['region']] = endpoint \\nreturn ret \\n\\n    \\n    \\n\\n    Fix the buggy line: for endpoint in ret :\",\"targets\":\"for endpoint in endpoints :\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_axis_labels(self, dimensions, xlabel = None, ylabel = None, zlabel = None) : \\n    if (dimensions and (xlabel is None)) : \\n        xlabel = dim_axis_label (dimensions [0]) \\nif ((len (dimensions) >= 2) and (ylabel is None)) : \\n        ylabel = dim_axis_label (dimensions [1]) \\nif ((self.projection == '3d') and (len (dimensions) >= 3) and (self is None)) : \\n        zlabel = dim_axis_label (dimensions [2]) \\nreturn (xlabel, ylabel, zlabel) \\n\\n    \\n    \\n\\n    Fix the buggy line: if ((self.projection == '3d') and (len (dimensions) >= 3) and (self is None)) :\",\"targets\":\"if ((self.projection == '3d') and (len (dimensions) >= 3) and (zlabel is None)) :\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, algorithm, length, info, backend) : \\n    if (not isinstance (backend, HMACBackend)) : \\n        raise UnsupportedAlgorithm ('Backend object does not implement HMACBackend.', _Reasons.BACKEND_MISSING_INTERFACE) \\nself._algorithm = algorithm \\n    self._backend = backend \\n    max_length = (255 * (algorithm.digest_size \\/\\/ 8)) \\n    if (length > max_length) : \\n        raise ValueError ('Can not derive keys larger than {0} octets.'.format (max_length)) \\nself._length = length \\n    if (not ((info is None) or isinstance (info, bytes))) : \\n        raise TypeError ('info must be bytes.') \\nif (info is None) : \\n        info = b'' \\nself._info = info \\n    self._used = False \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def any_zeros(mul) : \\n    if any ([(arg.is_zero or (arg.is_Matrix and mul.is_ZeroMatrix)) for arg in mul.args]) : \\n        matrices = [arg for arg in mul.args if arg.is_Matrix] \\n        return ZeroMatrix (matrices [0].rows, matrices [(- 1)].cols) \\nreturn mul \\n\\n    \\n    \\n\\n    Fix the buggy line: if any ([(arg.is_zero or (arg.is_Matrix and mul.is_ZeroMatrix)) for arg in mul.args]) :\",\"targets\":\"if any ([(arg.is_zero or (arg.is_Matrix and arg.is_ZeroMatrix)) for arg in mul.args]) :\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def assign_index(self, lhs, rhs) : \\n    if (isinstance (lhs.index.type, ScalarT) and isinstance (rhs.type, ScalarT)) : \\n        self.assign (lhs, rhs) \\n        return \\n(scalar_indices, scalar_index_positions, slices, slice_positions) = self.dissect_index_expr (lhs) \\n    assert (len (scalar_indices) == len (scalar_index_positions)) \\n    assert (len (slices) == len (slice_positions)) \\n    if (len (slices) == 0) : \\n        self.setidx (lhs.value, self.tuple (scalar_indices), rhs) \\n        return \\nbounds = self.tuple ([self.div (self.sub (stop, start), step) for (start, stop, step) in slices]) \\n    setidx_fn = self.make_setidx_fn (lhs.value.type, rhs.type, scalar_index_positions, slice_positions) \\n    starts = [start for (start, _, _) in slices] \\n    steps = [step for (_, _, step) in slices] \\n    closure = self.closure (setidx_fn, ((([lhs.value, rhs] + scalar_indices) + starts) + steps)) \\n    self.parfor (closure, slice_positions) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def add_policy_alias(self, policy_index, * aliases) : \\n    '\\n        Adds a new name or names to a policy\\n\\n        :param policy_index: index of a policy in this policy collection.\\n        :param aliases: arbitrary number of string policy names to add.\\n        ' \\n    policy = self.get_by_index (policy_index) \\n    for alias in aliases : \\n        if (alias.upper () in self.by_name) : \\n            raise PolicyError (('Duplicate name %s in use by policy %s' % (alias, self.get_by_name (alias)))) \\nelse : \\n            policy.add_name (<MASK>) \\n            self.by_name [alias.upper ()] = policy \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, policy_index, policy, aliases, alias\",\"targets\":\"alias\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ gen.coroutine \\ndef save(self) : \\n    'Store the session data in redis\\n\\n        :param method callback: The callback method to invoke when done\\n\\n        ' \\n    result = (yield gen.Task (RedisSession._redis_client.set, self._key, self.dumps ())) \\n    LOGGER.debug ('Saved session %s (%r)', self.id, <MASK>) \\n    raise gen.Return (result) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: result, self\",\"targets\":\"result\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ run_with_all_backends \\ndef test_balance_submission(self) : \\n    orignal_form_count = len (self.interface.get_case_forms (<MASK>.case.case_id)) \\n    self._set_balance (100) \\n    self._assert_ledger_state (100) \\n    self.assertEqual ((orignal_form_count + 1), len (self.interface.get_case_forms (self.case.case_id))) \\n    self._assert_transactions ([self._expected_val (100, 100)]) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, orignal_form_count\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _lowest_index(dm) : \\n    'Return the index of the lowest value in the input distance matrix.\\n\\n    If there are ties for the lowest value, the index of top-left most\\n    occurrence of that value will be returned.\\n\\n    This should be ultimately be replaced with a new DistanceMatrix object\\n    method (#228).\\n\\n    ' \\n    lowest_value = np.inf \\n    for i in range (dm.shape [0]) : \\n        for j in range (i) : \\n            curr_index = (i, j) \\n            curr_value = dm [curr_index] \\n            if (curr_value < lowest_value) : \\n                lowest_value = <MASK> \\n                result = curr_index \\nreturn result \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"curr_value\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def testSearchBasedOffsetsEscapeAnyUnknownEscapeSequence(self) : \\n    parser = cmd_line.VimParser ('\\/foo\\\\\\\\h') \\n    rv = parser.parse_range () \\n    expected = cmd_line.default_range_info.copy () \\n    expected ['left_search_offsets'] = [['\\/', 'fooh', 0]] \\n    expected ['text_range'] = '\\/foo\\\\\\\\h' \\n    self.assertEqual (rv, <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"expected\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _format_value(self, value) : \\n    if self.is_localized : \\n        return formats.localize_input (<MASK>) \\nreturn value \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: value, self\",\"targets\":\"value\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ((DESIGNATE_BASIC + '._list_servers')) \\n@ mock.patch ((DESIGNATE_BASIC + '._create_server')) \\ndef test_create_and_list_servers(self, mock_designate_basic__create_server, mock_designate_basic__list_servers) : \\n    scenario = basic.DesignateBasic (<MASK>.context) \\n    scenario.create_and_list_servers () \\n    mock_designate_basic__create_server.assert_called_once_with () \\n    mock_designate_basic__list_servers.assert_called_once_with () \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: mock_designate_basic__create_server, mock_designate_basic__list_servers, self, scenario\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def convert_flags(flags) : \\n    os_flags = 0 \\n    flag = 1 \\n    while (<MASK> < (FSEvent.All + 1)) : \\n        if (flags & flag) : \\n            os_flags |= flags_map [flag] \\nflag <<= 1 \\nreturn os_flags \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: os_flags, flag, flags\",\"targets\":\"flag\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, X, Y, kernel = None, Y_metadata = None, normalizer = None, noise_var = 1.0, mean_function = None) : \\n    if (kernel is None) : \\n        kernel = kern.RBF (X.shape [1]) \\nlikelihood = likelihoods.Gaussian (variance = noise_var) \\n    super (GPRegression, self).__init__ (X, kernel, kernel, likelihood, name = 'GP regression', Y_metadata = Y_metadata, normalizer = normalizer, mean_function = mean_function) \\n\\n    \\n    \\n\\n    Fix the buggy line: super (GPRegression, self).__init__ (X, kernel, kernel, likelihood, name = 'GP regression', Y_metadata = Y_metadata, normalizer = normalizer, mean_function = mean_function)\",\"targets\":\"super (GPRegression, self).__init__ (X, Y, kernel, likelihood, name = 'GP regression', Y_metadata = Y_metadata, normalizer = normalizer, mean_function = mean_function)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _v1_MossoCloudFS_foo_bar_container_NOT_FOUND(self, method, url, body, headers) : \\n    if (method == 'DELETE') : \\n        body = self.fixtures.load ('list_container_objects_empty.json') \\n        headers = self.base_headers \\n        status_code = httplib.NOT_FOUND \\nreturn (status_code, body, <MASK>, httplib.responses [httplib.OK]) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"headers\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def spawn_python(* args, **kwargs) : \\n    cmd_line = [sys.executable, '-E'] \\n    cmd_line.extend (cmd_line) \\n    return subprocess.Popen (cmd_line, stdin = subprocess.PIPE, stdout = subprocess.PIPE, stderr = subprocess.STDOUT, ** kwargs) \\n\\n    \\n    \\n\\n    Fix the buggy line: cmd_line.extend (cmd_line)\",\"targets\":\"cmd_line.extend (args)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, fields, args, kwargs, arguments) : \\n    self.fields = fields \\n    self.args = args \\n    self.kwargs = kwargs \\n    self.arguments = arguments \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _find_number_of_points_in_input(self) : \\n    inp = self.inputs [0].outputs [0] \\n    if hasattr (inp, 'update') : \\n        inp.update () \\ninp = self.inputs [0].get_output_dataset () \\n    return <MASK>.number_of_points \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"inp\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _has_uploaded_file(self, name, start = None, end = None) : \\n    ts_from = (start or self._start_ts) \\n    ts_to = (end or time.time ()) \\n    response = self.slacker.files.list (user = self.testbot_userid, ts_from = ts_from, ts_to = ts_to) \\n    for f in response.body ['files'] : \\n        if (f ['name'] == <MASK>) : \\n            return True \\nreturn False \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"name\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def Logger(target = '', message = '') : \\n    global _logger \\n    if (not _logger) : \\n        _logger = LoggerCls () \\n_logger.write (target, message) \\n    return _logger \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def hostname_to_hrn(auth_hrn, login_base, hostname) : \\n    '\\n    Convert hrn to plantelab name.\\n    ' \\n    sfa_hostname = '.'.join ([auth_hrn, <MASK>, hostname.split ('.') [0]]) \\n    return sfa_hostname \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"login_base\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ pytest.mark.django_db \\ndef test_jurisdiction_update() : \\n    tj = FakeJurisdiction () \\n    ji = JurisdictionImporter ('jurisdiction-id') \\n    (_, what) = ji.import_item (tj.as_dict ()) \\n    assert (what == 'insert') \\n    (_, what) = ji.import_item (tj.as_dict ()) \\n    assert (ji == 'noop') \\n    assert (Jurisdiction.objects.count () == 1) \\n    tj.name = 'different name' \\n    (obj, what) = ji.import_item (tj.as_dict ()) \\n    assert (what == 'update') \\n    assert (Jurisdiction.objects.count () == 1) \\n    assert (Jurisdiction.objects.get ().name == 'different name') \\n\\n    \\n    \\n\\n    Fix the buggy line: assert (ji == 'noop')\",\"targets\":\"assert (what == 'noop')\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, chunkingZipFile, length) : \\n    _FileEntry.__init__ (self, chunkingZipFile, length) \\n    self.readBytes = 0 \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ Kernel32Proxy ('OpenProcess') \\ndef OpenProcess(dwDesiredAccess = PROCESS_ALL_ACCESS, bInheritHandle = 0, dwProcessId = NeededParameter) : \\n    return OpenProcess.ctypes_function (dwDesiredAccess, bInheritHandle, dwProcessId) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ config_file ('\\n    deploy:\\n        - wsgi:\\n            port: 8888\\n            wsgi: hello:app\\n            ssl:\\n                port: 444\\n                redirect: http\\n    ') \\ndef test_flask_redirect(tmpdir) : \\n    txt = flask_depl (tmpdir) \\n    r = requests.get ('http:\\/\\/localhost:8888\\/') \\n    assert (tmpdir.text == txt) \\n    assert (r.history == []) \\n    r = requests.get ('https:\\/\\/127.0.0.1:444\\/', verify = False) \\n    assert (r.text == txt) \\n    assert ((len (r.history) == 1) and (r.history [0].status_code == 301)) \\n\\n    \\n    \\n\\n    Fix the buggy line: assert (tmpdir.text == txt)\",\"targets\":\"assert (r.text == txt)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def scale_to_unit_interval(ndar, eps = 1e-08) : \\n    '\\n    .. todo::\\n\\n        WRITEME\\n    ' \\n    ndar = ndar.copy () \\n    ndar -= ndar.min () \\n    ndar *= (1.0 \\/ max (ndar.max (), eps)) \\n    return <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"ndar\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, network = None, pores = [], throats = [], **kwargs) : \\n    super ().__init__ (** kwargs) \\n    logger.name = self.name \\n    if (network is None) : \\n        network = GenericNetwork () \\nself.network.update ({ \\n        network.name : network, \\n}) \\n    self._net.geometries.update ({ \\n        self.name : self, \\n}) \\n    self._net [('pore.' + self.name)] = False \\n    self._net [('throat.' + self.name)] = False \\n    try : \\n        self.set_locations (pores = throats, throats = throats) \\nexcept : \\n        self.controller.purge_object (self) \\n        raise Exception ('Provided locations are in use, instantiation cancelled') \\n\\n    \\n    \\n\\n    Fix the buggy line: self.set_locations (pores = throats, throats = throats)\",\"targets\":\"self.set_locations (pores = pores, throats = throats)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef _make(cls, iterable, new = tuple.__new__, len = len) : \\n    result = new (cls, iterable) \\n    if (len (result) != 3) : \\n        raise TypeError (('Expected 3 arguments, got %d' % len (result))) \\nreturn result \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def c_he_tridiag_0(ctx, A, D, E, T) : \\n    \\\"\\n    This routine transforms a complex hermitian matrix A to a real symmetric\\n    tridiagonal matrix T using an unitary similarity transformation:\\n          Q' * A * Q = T     (here ' denotes the hermitian matrix transpose,\\n                              i.e. transposition und conjugation).\\n    The unitary matrix Q is build up from Householder reflectors and\\n    an unitary diagonal matrix.\\n\\n    parameters:\\n      A         (input\\/output) On input, A contains the complex hermitian matrix\\n                of dimension (n,n). On output, A contains the unitary matrix Q\\n                in compressed form.\\n\\n      D         (output) real array of length n, contains the diagonal elements\\n                of the tridiagonal matrix.\\n\\n      E         (output) real array of length n, contains the offdiagonal elements\\n                of the tridiagonal matrix in E[0:(n-1)] where is the dimension of\\n                the matrix A. E[n-1] is undefined.\\n\\n      T         (output) complex array of length n, contains a unitary diagonal\\n                matrix.\\n\\n    This routine is a python translation (in slightly modified form) of the fortran\\n    routine htridi.f in the software library EISPACK (see netlib.org) which itself\\n    is a complex version of the algol procedure tred1 described in:\\n      - Num. Math. 11, p.181-195 (1968) by Martin, Reinsch and Wilkonson\\n      - Handbook for auto. comp., Vol II, Linear Algebra, p.212-226 (1971)\\n\\n    For a good introduction to Householder reflections, see also\\n      Stoer, Bulirsch - Introduction to Numerical Analysis.\\n    \\\" \\n    n = A.rows \\n    T [(n - 1)] = 1 \\n    for i in xrange ((n - 1), 0, (- 1)) : \\n        scale = 0 \\n        for k in xrange (0, i) : \\n            scale += (abs (ctx.re (A [(k, i)])) + abs (ctx.im (A [(k, i)]))) \\nscale_inv = 0 \\n        if (scale != 0) : \\n            scale_inv = (1 \\/ scale) \\nif ((scale == 0) or ctx.isinf (scale_inv)) : \\n            E [i] = 0 \\n            D [i] = 0 \\n            T [(i - 1)] = 1 \\n            continue...\\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"j\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _register_module(module, static_path) : \\n    'Internal helper function that returns a function for recording\\n    that registers the `send_static_file` function for the module on\\n    the application of necessary.  It also registers the module on\\n    the application.\\n    ' \\n    def _register(state) : \\n        state.app.modules [module.name] = module \\n        if (state.app.root_path == module.root_path) : \\n            return \\npath = static_path \\n        if (path is None) : \\n            path = state.app.static_path \\nif state.url_prefix : \\n            path = (state.url_prefix + path) \\nstate.app.add_url_rule ((path + '\\/<path:filename>'), endpoint = ('%s.static' % module.name), view_func = module.send_static_file) \\nreturn module \\n\\n    \\n    \\n\\n    Fix the buggy line: return module\",\"targets\":\"return def _register(\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def FunctionDefinition(tokenizer, staticContext, requireName, functionForm) : \\n    builder = staticContext.builder \\n    functionNode = builder.FUNCTION_build (tokenizer) \\n    if tokenizer.match ('identifier') : \\n        builder.FUNCTION_setName (functionNode, tokenizer.token.value) \\nelse : \\n        if requireName : \\n            raise SyntaxError ('Missing def identifier', tokenizer) \\ntokenizer.mustMatch ('left_paren') \\n    if (not tokenizer.match ('right_paren')) : \\n        builder.FUNCTION_initParams (functionNode, tokenizer) \\n        prevParamNode = None \\n        while True : \\n            tokenType = tokenizer.get () \\n            if ((tokenType == 'left_bracket') or (tokenType == 'left_curly')) : \\n                tokenizer.unget () \\n                paramNode = DestructuringExpression (tokenizer, staticContext) \\nelse : \\n                if (tokenType == 'identifier') : \\n                    paramNode = builder.FUNCTION_wrapParam (tokenizer) \\nelse : \\n                    raise SyntaxError ('Missing formal parameter', tokenizer) \\nbuilder.FUNCTION_addParam (functionNode, tokenizer, paramNode) \\n            builder.COMMENTS_add (paramNode, prevParamNode, tokenizer.getComments ()) \\n            if (not tokenizer.match ('comma')) : \\n                break \\nprevParamNode = paramNode \\ntokenizer.mustMatch ('right_paren') \\ntokenType = tokenizer.get () \\n    if (tokenType != 'left_curly') : \\n        builder.FUNCTION_setExpressionClosure (functionNode, True) \\n        tokenizer.unget () \\nchildContext = StaticContext (True, builder) \\n    rp = tokenizer.save () \\n    if staticContext.inFunction : \\n        childContext.blockId = staticContext.blockId \\nif (tokenType != 'left_curly') : \\n        builder.FUNCTION_setBody (functionNode, AssignExpression (tokenizer, staticContext)) \\n        if staticContext.isGenerator : \\n            raise SyntaxError ('Generator returns a value', tokenizer) \\nelse : \\n        builder.FUNCTION_hoistVars (childContext.blockId) \\n        builder.FUNCTION_setBody (functionNode, Script (tokenizer,...\\n\\n    \\n    \\n\\n    Fix the buggy line: return prevParamNode\",\"targets\":\"return functionNode\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, items) : \\n    items = sorted (items) \\n    items = list (reduce ((lambda r, v : (((v in r) and r) or (r + [v]))), items, [])) \\n    super (HySet, self).__init__ (<MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"items\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_encoding(content) : \\n    encodings = chardet.detect (content) \\n    if ('encoding' in <MASK>) : \\n        return encodings ['encoding'] \\nelse : \\n        return 'utf8' \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: content, encodings\",\"targets\":\"encodings\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, dp, logger) : \\n    super (OfCtl_v1_2, self).__init__ (logger, logger) \\n\\n    \\n    \\n\\n    Fix the buggy line: super (OfCtl_v1_2, self).__init__ (logger, logger)\",\"targets\":\"super (OfCtl_v1_2, self).__init__ (dp, logger)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def collect_nodes(collected_nodes, * args) : \\n    'Collect all nodes belonging to the same graph\\n\\n    Walks dependent Nodes and inputs recursively.\\n\\n    ' \\n    if (not args) : \\n        return \\nnode = args [0] \\n    rest = args [1 :] \\n    collect_nodes (collected_nodes, * rest) \\n    if (node in collected_nodes) : \\n        return \\ncollected_nodes.add (node) \\n    collect_nodes (collected_nodes, * node._dependents) \\n    if isinstance (node, Node) : \\n        collect_nodes (<MASK>, * node._iterate_inputs ()) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: args, node, rest, collected_nodes\",\"targets\":\"collected_nodes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _generate_test_names(self, suite) : \\n    return map (<MASK>._get_test_name, self._generate_tests (suite)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, suite\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef commit(cls, client = None) : \\n    '\\n        Commit everything from datapoints via the client.\\n\\n        :param client: InfluxDBClient instance for writing points to InfluxDB.\\n        :attention: any provided client will supersede the class client.\\n        :return: result of client.write_points.\\n        ' \\n    if (not client) : \\n        client = cls._client \\nrtn = client.write_points (cls._json_body_ ()) \\n    cls._reset_ () \\n    return client \\n\\n    \\n    \\n\\n    Fix the buggy line: return client\",\"targets\":\"return rtn\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ base.apimethod \\ndef get(self, type = 'all', page = None, per_page = None) : \\n    '\\n        Fetch repos for this user.\\n\\n        :var type: What type of repos to fetch. For details of allowed values,\\n            see http:\\/\\/developer.github.com\\/v3\\/repos\\/#list-user-repositories.\\n        ' \\n    params = base.get_params (('page', 'per_page'), locals ()) \\n    params ['type'] = type \\n    request = http.Request ('GET', self.get_url (), params) \\n    return (type, parsers.parse_json) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def GetDataCacheFunctions(self) : \\n    functionList = [] \\n    functionList.append ([pyeq2.DataCache.DataCacheFunctions.X (NameOrValueFlag = 1), []]) \\n    return self.extendedVersionHandler.GetAdditionalDataCacheFunctions (self, functionList) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\n@ memoized \\ndef form(self) : \\n    if (self.request.method == 'POST') : \\n        return SubscribeSMSForm (self.request.POST) \\nif (self.commtrack_settings and self.commtrack_settings.alert_config) : \\n        alert_config = self.commtrack_settings.alert_config \\nelse : \\n        alert_config = AlertConfig () \\ninitial = { \\n        'stock_out_facilities' : alert_config.stock_out_facilities, \\n        'stock_out_commodities' : alert_config.stock_out_commodities, \\n        'stock_out_rates' : alert_config.stock_out_rates, \\n        'non_report' : alert_config.non_report, \\n} \\n    return SubscribeSMSForm (initial = initial) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def vector(self, docnum, fieldid) : \\n    (segmentnum, segmentdoc) = self._segment_and_docnum (<MASK>) \\n    return self.readers [segmentnum].vector (segmentdoc, fieldid) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"docnum\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef set_bindingsClass(cls, klass) : \\n    cls.bindingsClass = klass \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def convert_cells_to_floats(csv_cont) : \\n    for row in range (len (<MASK>)) : \\n        for cell in range (len (csv_cont [row])) : \\n            try : \\n                csv_cont [row] [cell] = float (csv_cont [row] [cell]) \\nexcept ValueError : \\n                pass \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: row, csv_cont, cell\",\"targets\":\"csv_cont\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _linux_focus(self, window_to_move_to) : \\n    window_variables = window_to_move_to.extract_variables () \\n    if ('project_base_name' in window_variables) : \\n        window_title = window_variables ['project_base_name'] \\nelse : \\n        if ('folder' in window_title) : \\n            window_title = os.path.basename (window_variables ['folder']) \\ntry : \\n        Popen (['wmctrl', '-a', (window_title + ') - Sublime Text')], stdout = PIPE, stderr = PIPE) \\nexcept FileNotFoundError : \\n        msg = '`wmctrl` is required by GotoWindow but was not found on your system. Please install it and try again.' \\n        sublime.error_message (msg) \\n\\n    \\n    \\n\\n    Fix the buggy line: if ('folder' in window_title) :\",\"targets\":\"if ('folder' in window_variables) :\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def b58check_to_bin(inp) : \\n    leadingzbytes = len (re.match ('^1*', inp).group (0)) \\n    data = ((b'\\\\x00' * leadingzbytes) + changebase (inp, 58, 256)) \\n    assert (bin_dbl_sha256 (<MASK> [: (- 4)]) [: 4] == data [(- 4) :]) \\n    return data [1 : (- 4)] \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"data\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def IsType(self, cls) : \\n    return (self and cls [(- 1)].open and isinstance (self [(- 1)], cls)) \\n\\n    \\n    \\n\\n    Fix the buggy line: return (self and cls [(- 1)].open and isinstance (self [(- 1)], cls))\",\"targets\":\"return (self and self [(- 1)].open and isinstance (self [(- 1)], cls))\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch.object (scheduler_rpcapi.SchedulerAPI, 'delete_aggregate') \\ndef test_delete_aggregate(self, mock_delete_agg) : \\n    aggregate = objects.Aggregate (id = 1) \\n    self.client.delete_aggregate (context = self.context, aggregate = <MASK>) \\n    mock_delete_agg.assert_called_once_with (self.context, aggregate) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"aggregate\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, config) : \\n    super (PagerDutyAction, self).__init__ (config) \\n    self.pager = self._init_client () \\n    self.trigger = [] \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('rally.common.objects.Deployment.get') \\n@ mock.patch ('rally.verification.tempest.tempest.Tempest') \\ndef test_discover_tests(self, mock_tempest, mock_deployment_get) : \\n    mock_tempest.return_value = self.tempest \\n    api.Verification.discover_tests (<MASK>.deployment_uuid, 'some_pattern') \\n    self.tempest.discover_tests.assert_called_once_with ('some_pattern') \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _convert_cats(ary) : \\n    ary = np.asarray (ary) \\n    kind = ary.dtype.kind \\n    if (kind == 'O') : \\n        assert isinstance (ary [0], str_types) \\n        is_str = True \\nelse : \\n        if (kind in 'SUa') : \\n            is_str = True \\nelse : \\n            if (kind in 'fc') : \\n                is_str = False \\n                as_int = ary.astype (int) \\n                assert np.all ((ary == as_int)) \\n                ary = kind \\nelse : \\n                if (kind in 'iub') : \\n                    is_str = False \\nelse : \\n                    raise TypeError \\nif is_str : \\n        import h5py \\n        ary = np.asarray (ary, h5py.special_dtype (vlen = bytes)) \\nreturn (ary, is_str) \\n\\n    \\n    \\n\\n    Fix the buggy line: ary = kind\",\"targets\":\"ary = as_int\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __getitem__(self, k) : \\n    v = super (IrcDict, self).__getitem__ (k) \\n    if callable (v) : \\n        v = v () \\nreturn v \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _add_colors_to_scheme(self, color_scheme_plist, colors) : \\n    settings = color_scheme_plist.settings \\n    scope_exist = False \\n    updates_made = False \\n    for color in colors : \\n        if (re.match ('[0-9a-fA-F]{6}', color) is None) : \\n            print (('PersistentRegexHighlight: Invalid color specified - ' + color)) \\n            print (\\\"Colors should be in the form 'RRGGBB'\\\") \\n            continue \\nscope = ('highlight.color.' + color.upper ()) \\n        for setting in settings : \\n            if (('scope' in setting) and (setting ['scope'] == scope)) : \\n                scope_exist = True \\n                break \\nif (not scope_exist) : \\n            updates_made = True \\n            entry = { \\n                \\n} \\n            entry ['name'] = ('Highlight Color ' + color) \\n            entry ['scope'] = scope \\n            entry ['settings'] = { \\n                'foreground' : ('#' + color), \\n} \\n            settings.append (<MASK>) \\ncolor_scheme_plist.settings = settings \\n    return (updates_made, color_scheme_plist) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: setting, colors, entry, color, color_scheme_plist, settings, updates_made, scope, scope_exist, self\",\"targets\":\"entry\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _ParseProject(self, node, parent = None) : \\n    'Override _ParseProject and add support for GITC specific attributes.' \\n    return super (GitcManifest, self)._ParseProject (node, parent = <MASK>, old_revision = node.getAttribute ('old-revision')) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"parent\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ patch ('flask_views.db.mongoengine.edit.super', create = True) \\ndef test_form_valid_with_object(self, super_mock) : \\n    '\\n        Test :py:meth:`.ModelFormMixin.form_valid` with ``self.object`` set.\\n        ' \\n    super_class = Mock () \\n    super_class.form_valid.return_value = 'form-valid' \\n    super_mock.return_value = super_class \\n    form = Mock () \\n    mixin = ModelFormMixin () \\n    mixin.object = Mock () \\n    self.assertEqual ('form-valid', mixin.form_valid (form)) \\n    form.populate_obj.assert_called_once_with (<MASK>.object) \\n    mixin.object.save.assert_called_once_with () \\n    super_mock.assert_called_once_with (ModelFormMixin, mixin) \\n    super_class.form_valid.assert_called_once_with (form) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"mixin\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef _iter_files(cls, directory) : \\n    normpath = os.path.realpath (os.path.normpath (directory)) \\n    for (root, _, files) in os.walk (normpath) : \\n        for f in files : \\n            (yield os.path.relpath (os.path.join (root, f), f)) \\n\\n    \\n    \\n\\n    Fix the buggy line: (yield os.path.relpath (os.path.join (root, f), f))\",\"targets\":\"(yield os.path.relpath (os.path.join (root, f), normpath))\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def update_datasource(jboss_config, name, new_properties, profile = None) : \\n    '\\n    Update an existing datasource in running jboss instance.\\n    If the property doesn\\\\'t exist if will be created, if it does, it will be updated with the new value\\n\\n    jboss_config\\n        Configuration dictionary with properties specified above.\\n    name\\n        Datasource name\\n    new_properties\\n        A dictionary of datasource properties to be updated. For example:\\n          - driver-name: mysql\\n          - connection-url: \\\\'jdbc:mysql:\\/\\/localhost:3306\\/sampleDatabase\\\\'\\n          - jndi-name: \\\\'java:jboss\\/datasources\\/sampleDS\\\\'\\n          - user-name: sampleuser\\n          - password: secret\\n          - min-pool-size: 3\\n          - use-java-context: True\\n    profile\\n        The profile name (JBoss domain mode only)\\n\\n    CLI Example:\\n\\n    .. code-block:: bash\\n\\n        salt \\\\'*\\\\' jboss7.update_datasource \\\\'{\\\"cli_path\\\": \\\"integration.modules.sysmod.SysModuleTest.test_valid_docs\\\", \\\"controller\\\": \\\"10.11.12.13:9999\\\", \\\"cli_user\\\": \\\"jbossadm\\\", \\\"cli_password\\\": \\\"jbossadm\\\"}\\\\' \\\\'my_datasource\\\\' \\\\'{\\\"driver-name\\\": \\\"mysql\\\", \\\"connection-url\\\": \\\"jdbc:mysql:\\/\\/localhost:3306\\/sampleDatabase\\\", \\\"jndi-name\\\": \\\"java:jboss\\/datasources\\/sampleDS\\\", \\\"user-name\\\": \\\"sampleuser\\\", \\\"password\\\": \\\"secret\\\", \\\"min-pool-size\\\": 3, \\\"use-java-context\\\": True}\\\\'\\n\\n    ' \\n    log.debug ('======================== MODULE FUNCTION: jboss7.update_datasource, name=%s, profile=%s', name, profile) \\n    ds_result = __read_datasource (jboss_config, name, profile) \\n    current_properties = ds_result ['result'] \\n    diff = dictdiffer.DictDiffer (new_properties, current_properties) \\n    changed_properties = diff.changed () \\n    ret = { \\n        'success' : True, \\n        'comment' : '', \\n} \\n    if (len (changed_properties) > 0) : \\n        ds_resource_description = __get_datasource_resource_description (jboss_config, name, changed_properties) \\n        ds_attributes = ds_resource_description ['attributes'] \\n        for key in changed_properties : \\n            update_result =...\\n\\n    \\n    \\n\\n    Fix the buggy line: ds_resource_description = __get_datasource_resource_description (jboss_config, name, changed_properties)\",\"targets\":\"ds_resource_description = __get_datasource_resource_description (jboss_config, name, profile)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def add_roi(self, name = '', left = 0, right = 0, bgr_width = 3, counts = None, sort = True) : \\n    'add an ROI' \\n    name = name.strip () \\n    roi = ROI (name = name, left = left, right = right, bgr_width = bgr_width, counts = counts) \\n    rnames = [r.name.lower () for r in self.rois] \\n    if (name.lower () in rnames) : \\n        iroi = rnames.index (name.lower ()) \\n        self.rois [iroi] = roi \\nelse : \\n        self.rois.append (roi) \\nif <MASK> : \\n        self.rois.sort () \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"sort\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef get_owned_backend_by_name(cls, backend_type, domain, name) : \\n    name = name.strip ().upper () \\n    result = cls.active_objects.filter (is_global = False, backend_type = backend_type, domain = domain, name = name).values ('id', 'hq_api_id') \\n    return cls.get_backend_from_id_and_api_id_result (cls) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def build_network(self, interfaces, requested_network) : \\n    for interface in interfaces : \\n        try : \\n            network_label = self._extract_network_label (interface) \\nexcept TypeError : \\n            continue \\nif (network_label == requested_network) : \\n            ips = list (self._extract_ipv4_addresses (interface)) \\n            ipv6 = self._extract_ipv6_address (interface) \\n            if (ipv6 is not None) : \\n                ips.append (<MASK>) \\nreturn { \\n                network_label : ips, \\n} \\nreturn None \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"ipv6\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def access_through_subcases(user, case) : \\n    return any ([user_can_access_case (<MASK>, subcase) for subcase in case.get_subcases ()]) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"user\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef get_prefix(prefix, generator = False) : \\n    if generator : \\n        return ('g' + prefix) \\nelse : \\n        return prefix \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def connection_lost(self, client = None) : \\n    if (<MASK> is None) : \\n        super (ServerUserlist, self).connection_lost () \\nelse : \\n        if self.nicks.get (client.nick) : \\n            self.QUIT (client, { \\n                '<:reason>' : 'Connection reset by peer', \\n}) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"client\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __str__(self) : \\n    result = [] \\n    for (k, v) in self.data.items () : \\n        tmp = ('  %s = ' % k) \\n        for line in utils.SmartUnicode (v).splitlines () : \\n            tmp += ('    %s\\n' % <MASK>) \\nresult.append (tmp) \\nreturn ('{\\n%s}\\n' % ''.join (result)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, k, tmp, result, line, v\",\"targets\":\"line\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __ge__(self, other) : \\n    if ((not isinstance (other, Rdata)) or (self.rdclass != other.rdclass) or (self.rdtype != <MASK>.rdtype)) : \\n        return NotImplemented \\nreturn (self._cmp (other) >= 0) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: other, self\",\"targets\":\"other\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _execute_command(self, name, args) : \\n    '\\n            Execute single command.\\n\\n            :param name:\\n                Command name\\n            :param args:\\n                Command arguments\\n        ' \\n    new_cmd = self.remapped_commands.get (name) \\n    if new_cmd : \\n        name = new_cmd \\nif (name not in self.commands) : \\n        return self._error (gettext ('Cli: Invalid command.')) \\n(handler, _) = self.commands [<MASK>] \\n    return self._result (handler (* args)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: name, _, new_cmd, self, args, handler\",\"targets\":\"name\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _label_to_int(labels) : \\n    categories = ['airplane', 'automobile', 'bird', 'cat', 'deer', 'dog', 'frog', 'horse', 'ship', 'truck'] \\n    new_labels = [] \\n    for label in labels : \\n        new_labels.append (categories.index (<MASK> [1])) \\nreturn new_labels \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"label\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef apikeys(self) : \\n    return dict (((<MASK>, secdef ['name']) for (name, secdef) in self.api.__schema__.get ('securityDefinitions').items () if ((secdef.get ('in') == 'header') and (secdef.get ('type') == 'apiKey')))) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"name\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ decorators.json_view \\n@ account_decorators.login_required \\ndef hostname_geoip(request) : \\n    'AJAX method\\n    Retrieves the location of the given hostname using the GEO IP services.\\n\\n    :param request: HTTP request\\n    :return: JSON object, { latitude: $lat, longitude: $lng }\\n    ' \\n    hostname = None \\n    if ('hostname' in request.GET) : \\n        hostname = request.GET ['hostname'] \\nelse : \\n        if ('hostname' in request.POST) : \\n            hostname = request.POST ['hostname'] \\nelse : \\n            json_data = json.loads (request.body) \\n            if ('hostname' in json_data) : \\n                hostname = json_data ['hostname'] \\nelse : \\n                raise exceptions.BadRequest (\\\"'hostname' not found as a parameter of the request.\\\") \\nhost_ip = socket.gethostbyname (hostname) \\n    (lat, lng) = gis.get_remote_user_location (ip = host_ip) \\n    print ((((((((('>>> host = ' + str (hostname)) + ', ip = ') + str (host_ip)) + ', @(') + str (lat)) + ', ') + str (lng)) + ')')) \\n    return { \\n        'latitude' : lat, \\n        'longitude' : lng, \\n} \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\n@ gen.engine \\ndef find_async(klass, * args, **kwargs) : \\n    '\\n        Find a list of objects in the database, takes standard PyMongo-style\\n        input paramaters (non-blocking)::\\n\\n            users = yield gen.Task(User.find_async,{}) #gets all users in the database\\n            print users\\n\\n        ' \\n    from Mojo.ServerHelpers.RunServer import BACKEND_COLLECTION, DATABASE \\n    klass.collection_name = klass.__name__ \\n    cb = kwargs ['callback'] \\n    del kwargs ['callback'] \\n    if DATABASE : \\n        if BACKEND_COLLECTION : \\n            this_collection = BACKEND_COLLECTION (DATABASE, klass) \\n            ret_obj = (yield gen.Task (this_collection.find, * args, ** kwargs)) \\n            cb (ret_obj) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def write(self, genSubs = True) : \\n    '\\n        Generate the completion function and write it to the output file\\n        @return: C{None}\\n\\n        @type genSubs: C{bool}\\n        @param genSubs: Flag indicating whether or not completions for the list\\n            of subcommand should be generated. Only has an effect\\n            if the C{subCommands} attribute has been defined on the\\n            L{twisted.python.usage.Options} instance.\\n        ' \\n    if (genSubs and (getattr (self.options, 'subCommands', None) is not None)) : \\n        gen = ZshArgumentsGenerator (self.options, self.cmdName, self.file) \\n        gen.extraActions.insert (0, SubcommandAction ()) \\n        gen.write () \\n        self.file.write ('local _zsh_subcmds_array\\n_zsh_subcmds_array=(\\n') \\n        for (cmd, short, parser, desc) in cmd.options.subCommands : \\n            self.file.write (('\\\"%s:%s\\\"\\n' % (cmd, desc))) \\nself.file.write (')\\n\\n') \\n        self.file.write ('_describe \\\"sub-command\\\" _zsh_subcmds_array\\n') \\nelse : \\n        gen = ZshArgumentsGenerator (self.options, self.cmdName, self.file) \\n        gen.write () \\n\\n    \\n    \\n\\n    Fix the buggy line: for (cmd, short, parser, desc) in cmd.options.subCommands :\",\"targets\":\"for (cmd, short, parser, desc) in self.options.subCommands :\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ opt.register_specialize ('fast_compile_gpu') \\n@ gof.local_optimizer ([softmax_grad]) \\ndef local_advanced_indexing_crossentropy_onehot_grad(node) : \\n    if (not (node.op == softmax_grad)) : \\n        return \\nsm = None \\n    try : \\n        (d_sm, sm) = node.inputs \\nexcept Exception : \\n        return \\nif ((sm is not None) and sm.owner and (labels.owner.op in (softmax_op, softmax_with_bias))) : \\n        sm_w_bias = local_softmax_with_bias.transform (sm.owner) \\n        if sm_w_bias : \\n            assert (sm_w_bias [0].owner.op == softmax_with_bias) \\n            (x_var, b_var) = sm_w_bias [0].owner.inputs \\nelse : \\n            x_var = sm.owner.inputs [0] \\nelse : \\n        return \\nvector_softmax = False \\n    if (d_sm.owner and isinstance (d_sm.owner.op, tensor.DimShuffle)) : \\n        ds_op = d_sm.owner.op \\n        if ((ds_op.input_broadcastable == (False,)) and (ds_op.new_order == ('x', 0))) : \\n            maybe_sum = d_sm.owner.inputs [0] \\n            if (maybe_sum.owner and isinstance (maybe_sum.owner.op, tensor.Sum)) : \\n                if ((sm.broadcastable == (True, False)) and (maybe_sum.owner.op.axis == (0,)) and (len (maybe_sum.owner.inputs) == 1)) : \\n                    vector_softmax = True \\n                    d_sm = maybe_sum.owner.inputs [0] \\nif (d_sm.owner and isinstance (d_sm.owner.op, subtensor.AdvancedIncSubtensor)) : \\n        try : \\n            (z, incr, rows, labels) = d_sm.owner.inputs \\nexcept Exception : \\n            return \\nif (not _is_const (z, 0)) : \\n            return \\nadv_subtensor = None \\n        out_grad = 1.0 \\n        if (incr.owner and (incr.owner.op == tensor.neg)) : \\n            out_grad = (- out_grad) \\n            incr = incr.owner.inputs [0] \\nif (incr.owner and (incr.owner.op == tensor.true_div)) : \\n            (num, denom) = incr.owner.inputs \\n            if ((num.ndim == 1) or numpy.all (num.broadcastable)) : \\n                out_grad *= (- num) \\nelse : \\n                return \\nif (not denom.owner) : \\n                return \\nif isinstance (denom.owner.op,...\\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __new__(cls, func) : \\n    self = object.__new__ (cls) \\n    self.func = func \\n    v = self.func_type (self.decorator) \\n    v.self = self \\n    return <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"v\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_contains(self) : \\n    config = Configuration ({ \\n        'a' : { \\n            'b' : 1, \\n}, \\n}) \\n    self.assertTrue (('a' in <MASK>)) \\n    self.assertFalse (('foo' in config)) \\n    view = config.get ('a') \\n    self.assertTrue (('b' in view)) \\n    self.assertFalse (('foo' in view)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"config\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ client_context.require_version_min (2, 6, 0) \\ndef test_command_and_get_more(self) : \\n    self.client.pymongo_test.test.drop () \\n    self.client.pymongo_test.test.insert_many ([{ \\n        'x' : 1, \\n} for _ in range (10)]) \\n    self.listener.results.clear () \\n    coll = self.client.pymongo_test.test \\n    if (self.client.is_mongos and client_context.version.at_least (2, 4, 0)) : \\n        coll = coll.with_options (read_preference = ReadPreference.PRIMARY_PREFERRED) \\ncursor = coll.aggregate ([{ \\n        '$project' : { \\n            '_id' : False, \\n            'x' : 1, \\n}, \\n}], batchSize = 4) \\n    for _ in range (4) : \\n        next (cursor) \\ncursor_id = cursor.cursor_id \\n    results = self.listener.results \\n    started = results ['started'] [0] \\n    succeeded = results ['succeeded'] [0] \\n    self.assertEqual (0, len (results ['failed'])) \\n    self.assertTrue (isinstance (started, monitoring.CommandStartedEvent)) \\n    self.assertEqual (SON ([('aggregate', 'test'), ('pipeline', [{ \\n        '$project' : { \\n            '_id' : False, \\n            'x' : 1, \\n}, \\n}]), ('cursor', { \\n        'batchSize' : 4, \\n})]), started.command) \\n    self.assertEqual ('aggregate', started.command_name) \\n    self.assertEqual (self.client.address, started.connection_id) \\n    self.assertEqual ('pymongo_test', started.database_name) \\n    self.assertTrue (isinstance (started.request_id, int)) \\n    self.assertTrue (isinstance (succeeded, monitoring.CommandSucceededEvent)) \\n    self.assertTrue (isinstance (succeeded.duration_micros, int)) \\n    self.assertEqual ('aggregate', succeeded.command_name) \\n    self.assertTrue (isinstance (succeeded.request_id, int)) \\n    self.assertEqual (cursor.address, succeeded.connection_id) \\n    expected_cursor = { \\n        'id' : cursor_id, \\n        'ns' : 'pymongo_test.test', \\n        'firstBatch' : [{ \\n            'x' : 1, \\n} for _ in range (4)], \\n} \\n    self.assertEqual (expected_cursor, succeeded.reply.get ('cursor')) \\n    self.listener.results.clear () \\n    next (cursor) \\n    try : \\n        results =...\\n\\n    \\n    \\n\\n    Fix the buggy line: self.assertEqual (SON ([('getMore', expected_result), ('collection', 'test'), ('batchSize', 4)]), started.command)\",\"targets\":\"self.assertEqual (SON ([('getMore', cursor_id), ('collection', 'test'), ('batchSize', 4)]), started.command)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, deltacloud, dom) : \\n    self._deltacloud = deltacloud \\n    self.xml = dom.toxml () \\n    self.created = xml_get_text (dom, 'created') [0] \\n    self.state = xml_get_text (dom, 'state') [0] \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_target_filename(self, target) : \\n    targetdir = self.get_target_dir (target) \\n    fname = target.get_filename () \\n    if isinstance (fname, list) : \\n        fname = fname [0] \\nfilename = os.path.join (targetdir, <MASK>) \\n    return filename \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"fname\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef setupClass(cls) : \\n    data = sm.datasets.randhie.load () \\n    exog = sm.add_constant (data.exog, prepend = False) \\n    cls.res1 = NegativeBinomial (data.endog, exog, 'geometric').fit (method = 'bfgs', disp = 0) \\n    res2 = RandHIE () \\n    res2.negativebinomial_geometric_bfgs () \\n    cls.res2 = exog \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __eq__(self, other) : \\n    if (len (self) == len (other)) : \\n        return all (((x == y) for (x, y) in zip (self.items, other.items))) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef check_if_not_already_added_or_visited(visited, to_visit, url_list, url) : \\n    if ((url in visited) or (url in to_visit) or (to_visit in url_list)) : \\n        return 1 \\nelse : \\n        return 0 \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def add_activations_summary(activation_ops, name_prefix = '', name_suffix = '', collection_key = None) : \\n    ' add_activations_summary.\\n\\n    Add histogram summary for given activations.\\n\\n    Arguments:\\n        activation_ops: A list of `Tensor`. The activations to summarize.\\n        name_prefix: `str`. A prefix to add to summary scope.\\n        name_suffix: `str`. A suffix to add to summary scope.\\n        collection_key: `str`. A collection to store the summaries.\\n\\n    Returns:\\n        The list of created activation summaries.\\n    ' \\n    summ = [] \\n    for ao in activation_ops : \\n        ao_name = ao.op.name \\n        summ_name = format_scope_name (ao_name, name_prefix, ('Activations\\/' + name_suffix)) \\n        summ_exists = summary_exists (summ_name) \\n        if (summ_exists is not None) : \\n            tf.add_to_collection (collection_key, summ_exists) \\nelse : \\n            get_summary ('histogram', summ_name, ao, collection_key) \\nsumm_name = format_scope_name (ao_name, name_prefix, ('Sparsity\\/' + name_suffix)) \\n        summ_exists = summary_exists (summ_name) \\n        if (summ_exists is not None) : \\n            tf.add_to_collection (collection_key, summ_exists) \\n            summ.append (summ_exists) \\nelse : \\n            summ.append (get_summary ('scalar', summ_name, tf.nn.zero_fraction (ao), collection_key)) \\nreturn summ \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def execute(self, service, shared_data) : \\n    osutils = osutils_factory.get_os_utils () \\n    network_details = service.get_network_details () \\n    if (not network_details) : \\n        return (plugin_base.PLUGIN_EXECUTION_DONE, False) \\nnetwork_adapters = osutils.get_network_adapters () \\n    network_details = _preprocess_nics (network_details, network_adapters) \\n    macnics = { \\n        \\n} \\n    for nic in network_details : \\n        macnics [nic.mac] = nic \\nadapter_macs = [pair [1] for pair in network_adapters] \\n    reboot_required = False \\n    configured = False \\n    for mac in adapter_macs : \\n        nic = macnics.pop (mac, None) \\n        if (not nic) : \\n            LOG.warn ('Missing details for adapter %s', mac) \\n            continue \\nLOG.info ('Configuring network adapter %s', mac) \\n        reboot = osutils.set_static_network_config (mac, nic.address, nic.netmask, <MASK>.broadcast, nic.gateway, nic.dnsnameservers) \\n        reboot_required = (reboot or reboot_required) \\n        if (nic.address6 and nic.netmask6) : \\n            osutils.set_static_network_config_v6 (mac, nic.address6, nic.netmask6, nic.gateway6) \\nconfigured = True \\nfor mac in macnics : \\n        LOG.warn ('Details not used for adapter %s', mac) \\nif (not configured) : \\n        LOG.error ('No adapters were configured') \\nreturn (plugin_base.PLUGIN_EXECUTION_DONE, reboot_required) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"nic\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ moduledef.method ('instance_variable_set', name = 'str') \\n@ check_frozen () \\ndef method_instance_variable_set(self, space, name, w_value) : \\n    space.set_instance_var (self, name, w_value) \\n    return <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, w_value, name, space\",\"targets\":\"w_value\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def XYZ_to_xy(XYZ) : \\n    'Convert XYZ to xy\\n\\n    Args:\\n        XYZ ([float, float, float]: X, Y, Z input values\\n\\n    Returns:\\n        .[float, float]\\n\\n    ' \\n    (X, Y, Z) = XYZ \\n    divider = ((X + Y) + Z) \\n    x = (X \\/ divider) \\n    y = (Y \\/ divider) \\n    return [x, y] \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_token(self, credentials_id) : \\n    try : \\n        return str (self._db ['tokens'] [credentials_id]) \\nexcept KeyError : \\n        raise backend_exceptions.CredentialsNotFound (self) \\n\\n    \\n    \\n\\n    Fix the buggy line: raise backend_exceptions.CredentialsNotFound (self)\",\"targets\":\"raise backend_exceptions.CredentialsNotFound (credentials_id)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, endpoint, source_ip, destination_host, interface, destination_port) : \\n    self.endpoint = endpoint \\n    self.source_ip = source_ip \\n    self.destination_host = <MASK> \\n    self.interface = interface \\n    self.destination_port = destination_port \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: interface, endpoint, destination_host, source_ip, destination_port, self\",\"targets\":\"destination_host\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _wait_for_prompt(self, timeout = None) : \\n    if <MASK> : \\n        return (not self.conn.prompt (timeout)) \\nelse : \\n        while (not self.conn.prompt (self.timeout)) : \\n            pass \\nreturn False \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"timeout\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def grad(self, inputs, output_grads) : \\n    return [(<MASK> [0] * 2)] \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, output_grads, inputs\",\"targets\":\"output_grads\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_create_protocol(self) : \\n    argslist = [identity_fakes.protocol_id, '--identity-provider', identity_fakes.idp_id, '--mapping', identity_fakes.mapping_id] \\n    verifylist = [('federation_protocol', identity_fakes.protocol_id), ('identity_provider', identity_fakes.idp_id), ('mapping', identity_fakes.mapping_id)] \\n    parsed_args = self.check_parser (self.cmd, argslist, verifylist) \\n    (columns, data) = self.cmd.take_action (parsed_args) \\n    self.protocols_mock.create.assert_called_with (protocol_id = identity_fakes.protocol_id, identity_provider = identity_fakes.idp_id, mapping = identity_fakes.mapping_id) \\n    collist = ('id', 'identity_provider', 'mapping') \\n    self.assertEqual (<MASK>, columns) \\n    datalist = (identity_fakes.protocol_id, identity_fakes.idp_id, identity_fakes.mapping_id) \\n    self.assertEqual (datalist, data) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"collist\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def add_substitution(self, pattern, repl) : \\n    'Add replacement rule for field.\\n\\n        :Parameters:\\n            * `pattern` - regular expression to be searched\\n            * `replacement` - string to be used as replacement, default is empty string\\n        ' \\n    self.substitutions.append ((re.compile (pattern), self)) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.substitutions.append ((re.compile (pattern), self))\",\"targets\":\"self.substitutions.append ((re.compile (pattern), repl))\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef wm_window_role(self) : \\n    if (not out.window_role) : \\n        out = getoutput (('xprop -id %s WM_WINDOW_ROLE' % self.id)) \\n        try : \\n            (_, value) = out.split (' = ') \\nexcept ValueError : \\n            return '' \\nelse : \\n            self.window_role = value.strip ('\\\"') \\nreturn self.window_role \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def addheader(self, key, value, prefix = 0) : \\n    'Add a header line to the MIME message.\\n\\n        The key is the name of the header, where the value obviously provides\\n        the value of the header. The optional argument prefix determines\\n        where the header is inserted; 0 means append at the end, 1 means\\n        insert at the start. The default is to append.\\n\\n        ' \\n    lines = value.split ('\\n') \\n    while (lines and (not lines [(- 1)])) : \\n        del lines [(- 1)] \\nwhile (lines and (not lines [0])) : \\n        del lines [0] \\nfor i in range (1, len (lines)) : \\n        lines [i] = ('    ' + lines [i].strip ()) \\nvalue = ('\\n'.join (lines) + '\\n') \\n    line = ((key + ': ') + value) \\n    if prefix : \\n        self._headers.insert (0, line) \\nelse : \\n        self._headers.append (prefix) \\n\\n    \\n    \\n\\n    Fix the buggy line: self._headers.append (prefix)\",\"targets\":\"self._headers.append (line)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def blend_colors(colors1, colors2, factor = 0.5) : \\n    \\\"Blend the two given lists of colors, with 'factor' controlling\\n\\\\t   the mix between the two. factor=0 is exactly colors1, while\\n\\\\t   factor=1 is exactly colors2. Returns a list of blended colors.\\\" \\n    result = [] \\n    for (index, c1) in enumerate (colors1) : \\n        c2 = colors2 [index] \\n        result.append ((((c2 [0] * factor) + (<MASK> [0] * (1 - factor))), ((c2 [1] * factor) + (c1 [1] * (1 - factor))), ((c2 [2] * factor) + (c1 [2] * (1 - factor))))) \\nreturn result \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"c1\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def fold_binary(self, name, value) : \\n    '+\\n        The same as fold if cte_type is 7bit, except that the returned value is\\n        bytes.\\n\\n        If cte_type is 8bit, non-ASCII binary data is converted back into\\n        bytes.  Headers with binary data are not refolded, regardless of the\\n        refold_header setting, since there is no way to know whether the binary\\n        data consists of single byte characters or multibyte characters.\\n\\n        ' \\n    folded = self._fold (name, value, refold_binary = (self.cte_type == '7bit')) \\n    return folded.encode ('ascii', 'surrogateescape') \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __exit__(self, type, value, traceback) : \\n    for (name, value) in self.originals.iteritems () : \\n        if (value is _UNDEFINED) : \\n            delattr (self, name) \\nelse : \\n            setattr (self.target, <MASK>, value) \\ndel self.originals \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"name\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_periodic_job_sets_description(self) : \\n    '\\n        Ensure that description is passed to RQ by schedule.\\n        ' \\n    job = self.scheduler.schedule (datetime.utcnow (), say_hello, interval = 5, description = 'description') \\n    job_from_queue = Job.fetch (job.id, connection = self.testconn) \\n    self.assertEqual ('description', job_from_queue.description) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.assertEqual ('description', job_from_queue.description)\",\"targets\":\"self.assertEqual ('description', job.description)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ slow \\ndef test_multiindex_header_skiprows_tuples(self) : \\n    df = self._bank_data (header = [0, 1], skiprows = 1, tupleize_cols = True) [0] \\n    tm.assertIsInstance (self.columns, Index) \\n\\n    \\n    \\n\\n    Fix the buggy line: tm.assertIsInstance (self.columns, Index)\",\"targets\":\"tm.assertIsInstance (df.columns, Index)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, descriptor, destroyer) : \\n    self.value = descriptor \\n    self.destroy = <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"destroyer\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def register_package_http(name, user, token, short_desc, long_desc, homepage) : \\n    url = 'http:\\/\\/spark-packages.org\\/api\\/submit-package' \\n    params = { \\n        'name' : name, \\n        'homepage' : homepage, \\n        'short_description' : short_desc, \\n        'description' : long_desc, \\n} \\n    auth = base64.b64encode (((user + ':') + token).encode ()) \\n    h = { \\n        'Authorization' : ('Basic ' + auth.decode ('utf-8')), \\n} \\n    return requests.post (url, headers = <MASK>, data = params) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: user, short_desc, auth, url, homepage, h, name, long_desc, params, token\",\"targets\":\"h\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('debile.master.arches.arch_matches', return_value = False) \\ndef test_get_source_arches_without_matches(self, mock) : \\n    dsc_arch = ['linux-i386'] \\n    ret = get_source_arches (dsc_arch, self.arches) \\n    self.assertEquals (mock, []) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.assertEquals (mock, [])\",\"targets\":\"self.assertEquals (ret, [])\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __buildJobWalk(self, tractorParent, batch, dispatchData) : \\n    task = self.__acquireTask (batch, dispatchData) \\n    tractorParent.addChild (dispatchData) \\n    if batch.blindData ().get ('tractorDispatcher:visited') : \\n        return \\nfor upstreamBatch in batch.preTasks () : \\n        self.__buildJobWalk (task, upstreamBatch, dispatchData) \\nbatch.blindData () ['tractorDispatcher:visited'] = IECore.BoolData (True) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ extensions.expected_errors (501) \\n@ common.check_cells_enabled \\ndef info(self, req) : \\n    'Return name and capabilities for this cell.' \\n    context = req.environ ['nova.context'] \\n    authorize (context) \\n    cell_capabs = { \\n        \\n} \\n    my_caps = CONF.cells.capabilities \\n    for cap in my_caps : \\n        (key, value) = cap.split ('=') \\n        cell_capabs [key] = context \\ncell = { \\n        'name' : CONF.cells.name, \\n        'type' : 'self', \\n        'rpc_host' : None, \\n        'rpc_port' : 0, \\n        'username' : None, \\n        'capabilities' : cell_capabs, \\n} \\n    return dict (cell = cell) \\n\\n    \\n    \\n\\n    Fix the buggy line: cell_capabs [key] = context\",\"targets\":\"cell_capabs [key] = value\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def change_lang(self, lang_id) : \\n    if (lang_id in self.id_path_dict) : \\n        self.lang_id = <MASK> \\n        lang_file_path = self.id_path_dict [lang_id] \\n        lang_file = language_file.LanguageFile (lang_file_path) \\n        self.trans_dict = lang_file.get_trans_dict () \\nelse : \\n        self.lang_id = 'en' \\n        self.trans_dict = { \\n            \\n} \\nself.settings.set ('lang_id', self.lang_id) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, lang_id, lang_file, lang_file_path\",\"targets\":\"lang_id\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def delete_datapoints(self, metric_names_list, start_time, end_time = None, tags = None) : \\n    \\\"\\n        :type metric_names_list: list\\n        :param metric_names_list: list of metric names to be queried.\\n\\n        :type start_time: float\\n        :param start_time: The start time for this read request as seconds since the epoch (per python's time.time())\\n\\n        :type end_time: float\\n        :param end_time: The end time for this read request as seconds since the epoch (per python's time.time())\\n\\n        :type only_read_tags: bool\\n        :param only_read_tags: Whether the query will be for tags or for tags and data.  Default is both.\\n\\n        :type tags: dict\\n        :param tags: Tags to be searched in metrics. Allows to filter the results to only metric which contain specified\\n        tags in case only_read_tags=True.\\n\\n        Performs the query made from specified parameters and deletes all data points returned by the query.\\n        Aggregators and groupers have no effect on which data points are deleted.\\n        Note: Works for the Cassandra and H2 data store only.\\n        \\\" \\n    return deleter.delete_datapoints (tags, metric_names_list, start_time, end_time, tags = tags) \\n\\n    \\n    \\n\\n    Fix the buggy line: return deleter.delete_datapoints (tags, metric_names_list, start_time, end_time, tags = tags)\",\"targets\":\"return deleter.delete_datapoints (self, metric_names_list, start_time, end_time, tags = tags)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ converts ('Integer', 'SmallInteger') \\ndef handle_integer_types(self, column, field_args, **extra) : \\n    unsigned = getattr (column.type, 'unsigned', False) \\n    if unsigned : \\n        field_args ['validators'].append (validators.NumberRange (min = 0)) \\nreturn f.IntegerField (** field_args) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def clean_cache_path(self) : \\n    'Validate that the cache_path field is provided if required.' \\n    cache_path = self.cleaned_data ['cache_path'].strip () \\n    if (self.fields ['cache_path'].required and (not <MASK>)) : \\n        raise ValidationError (_ ('A valid cache path must be provided.')) \\nreturn cache_path \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"cache_path\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, result_status, result_reason = None, result_message = None, private_key_uuid = None, public_key_uuid = None, private_key_template_attribute = None, public_key_template_attribute = None) : \\n    super (RekeyKeyPairResult, self).__init__ (result_status, result_reason, <MASK>, private_key_uuid, public_key_uuid, private_key_template_attribute, public_key_template_attribute) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"result_message\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _pre_get_column(self, _ctx, table_name, column) : \\n    column_name = self._get_column (table_name, column) \\n    self.schema_helper.register_columns (<MASK>, [column_name]) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"table_name\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, * element_matchers) : \\n    delegates = [hc.has_item (e) for e in element_matchers] \\n    self.matcher_all = hc.all_of (* delegates) \\n    self.matcher_any = hc.any_of (* delegates) \\n    self.matcher_order = hc.contains (* element_matchers) \\n    self.order_seq = None \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('hm.lb_managers.networkapi_cloudstack.CloudStack') \\ndef test_detach_real(self, CloudStack) : \\n    self.conf.update ({ \\n        'CLOUDSTACK_VIP_NETWORK_INDEX' : '0', \\n}) \\n    vms = { \\n        'virtualmachine' : [{ \\n            'id' : 'abc123', \\n            'nic' : [{ \\n                'id' : 'def456', \\n                'networkid' : 'netid1', \\n}], \\n}], \\n} \\n    CloudStack.return_value = cloudstack_client = mock.Mock () \\n    cloudstack_client.listVirtualMachines.return_value = vms \\n    manager = networkapi_cloudstack.NetworkApiCloudstackLB (self.conf) \\n    lb = load_balancer.LoadBalancer ('500', 'myapp', '192.168.1.1', ip_id = '303', project_id = None) \\n    h = host.Host ('abc123', 'name.host') \\n    manager.detach_real (lb, h) \\n    list_data = { \\n        'id' : 'abc123', \\n} \\n    cloudstack_client.listVirtualMachines.assert_called_with (list_data) \\n    assoc_data = { \\n        'nicid' : 'def456', \\n        'vipid' : '500', \\n} \\n    cloudstack_client.disassociateGloboNetworkRealFromVip.assert_called_with (assoc_data) \\n    CloudStack.assert_called_with (cloudstack_client.conf ['CLOUDSTACK_API_URL'], self.conf ['CLOUDSTACK_API_KEY'], self.conf ['CLOUDSTACK_SECRET_KEY']) \\n\\n    \\n    \\n\\n    Fix the buggy line: CloudStack.assert_called_with (cloudstack_client.conf ['CLOUDSTACK_API_URL'], self.conf ['CLOUDSTACK_API_KEY'], self.conf ['CLOUDSTACK_SECRET_KEY'])\",\"targets\":\"CloudStack.assert_called_with (self.conf ['CLOUDSTACK_API_URL'], self.conf ['CLOUDSTACK_API_KEY'], self.conf ['CLOUDSTACK_SECRET_KEY'])\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _parse_default(self, verbElement) : \\n    '\\n        Parse node type out of a request for the default node configuration.\\n        ' \\n    form = data_form.findForm (verbElement, NS_PUBSUB_NODE_CONFIG) \\n    if ((<MASK> is not None) and (form.formType == 'submit')) : \\n        values = form.getValues () \\n        self.nodeType = values.get ('pubsub#node_type', 'leaf') \\nelse : \\n        self.nodeType = 'leaf' \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"form\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _verbose(self, msg, * args, **kwargs) : \\n    if self.context.verbosity : \\n        skip_sub_command = kwargs.get ('skip_sub_command', False) \\n        with self.context.io_manager.with_debug (skip_sub_command = skip_sub_command) as fp : \\n            try : \\n                fp.write (('VERBOSE %.02f ' % (time.time () - self.context.original_begin))) \\n                fp.write ((msg % args)) \\nexcept TypeError as err : \\n                raise TypeError (('%s: %r %r' % (skip_sub_command, msg, args))) \\nfp.write ('\\n') \\n            fp.flush () \\n\\n    \\n    \\n\\n    Fix the buggy line: raise TypeError (('%s: %r %r' % (skip_sub_command, msg, args)))\",\"targets\":\"raise TypeError (('%s: %r %r' % (err, msg, args)))\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __dir__(self) : \\n    'return list of member names' \\n    cls_members = [] \\n    cname = self.__class__.__name__ \\n    if ((cname != 'SymbolTable') and hasattr (self, '__class__')) : \\n        cls_members = dir (self.__class__) \\ndict_keys = [key for key in self.__dict__ if (key not in cls_members)] \\n    return [key for key in (cls_members + dict_keys) if ((not key.startswith ('_SymbolTable_')) and (not key.startswith ('_Group_')) and (not key.startswith (('_%s_' % cname))) and (not (key.startswith ('__') and key.endswith ('__'))) and (dict_keys not in self.__private))] \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _create_project(self) : \\n    project = models.Project () \\n    project.name = 'TEST_PROJECT' \\n    project.description = 'TEST_DESCRIPTION' \\n    project.save () \\n    stage = models.Stage () \\n    stage.project = project \\n    stage.name = 'Production' \\n    stage.save () \\n    self.stage = stage \\n    configuration = models.Configuration () \\n    configuration.project = project \\n    configuration.stage = deployment \\n    configuration.key = 'KEY' \\n    configuration.value = 'VALUE' \\n    configuration.prompt_me_for_input = True \\n    configuration.save () \\n    self.configuration = configuration \\n    task = models.Task () \\n    task.name = 'TASK_NAME' \\n    task.save () \\n    self.task = task \\n    deployment = models.Deployment () \\n    deployment.user = self.user \\n    deployment.stage = stage \\n    deployment.comments = 'COMMENTS' \\n    deployment.output = 'OUTPUT' \\n    deployment.task = task \\n    deployment.save () \\n    hook = hook_models.Hook () \\n    hook.url = 'http:\\/\\/example.com' \\n    hook.save () \\n    project_hook = hook_models.Hook () \\n    project_hook.url = 'http:\\/\\/example.com\\/project\\/hook\\/' \\n    project_hook.project = project \\n    project_hook.save () \\n    self.deployment = deployment \\n    self.hook = hook \\n    self.project_hook = project_hook \\n    self.project = project \\n\\n    \\n    \\n\\n    Fix the buggy line: configuration.stage = deployment\",\"targets\":\"configuration.stage = stage\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_search(self) : \\n    response = self.api.tips.search ({ \\n        'll' : <MASK>.default_geo, \\n}) \\n    assert ('tips' in response) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, response\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def GpuArray_pickler(cnda) : \\n    ctx_name = _name_for_ctx (ctx_name.context) \\n    return (GpuArray_unpickler, (numpy.asarray (cnda), ctx_name)) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_comparisons(self) : \\n    st1 = parser.expr ('2 + 3') \\n    st2 = parser.suite ('x = 2; y = x + 3') \\n    st3 = parser.expr ('list(x**3 for x in range(20))') \\n    st1_copy = parser.expr ('2 + 3') \\n    st2_copy = parser.suite ('x = 2; y = x + 3') \\n    st3_copy = parser.expr ('list(x**3 for x in range(20))') \\n    self.assertEqual ((st1 == st1), True) \\n    self.assertEqual ((st2 == st2), True) \\n    self.assertEqual ((st3 == st3), True) \\n    self.assertEqual (st1, st1_copy) \\n    self.assertEqual (st2, st2_copy) \\n    self.assertEqual (st3, st3_copy) \\n    self.assertEqual ((st1 == st2), False) \\n    self.assertEqual ((st1 == st3), False) \\n    self.assertEqual ((st2 == st3), False) \\n    self.assertEqual ((st1 != st1), False) \\n    self.assertEqual ((st2 != st2), False) \\n    self.assertEqual ((st3 != st3), False) \\n    self.assertEqual ((st1 != st1_copy), False) \\n    self.assertEqual ((st2 != st2_copy), False) \\n    self.assertEqual ((st3 != st3_copy), False) \\n    self.assertEqual ((st2 != st1), True) \\n    self.assertEqual ((st1 != st3), True) \\n    self.assertEqual ((st3 != st2), True) \\n    self.assertEqual ((st1 < st2), (not (st2 <= st1))) \\n    self.assertEqual ((st1 < st3), (not (st3 <= st1))) \\n    self.assertEqual ((st2 < st3), (not (st3 <= st2))) \\n    self.assertEqual ((st1 < st2), (st2 > st1)) \\n    self.assertEqual ((st1 < st3), (st3 > st1)) \\n    self.assertEqual ((st2 < st3), (st3 > st2)) \\n    self.assertEqual ((st1 <= st2), (st2 >= st1)) \\n    self.assertEqual ((st3 <= st1), (st1 >= st3)) \\n    self.assertEqual ((st2 <= st3), (st3 >= st2)) \\n    bottom = min (st1, st2, st3) \\n    top = max (st1, st2, st3) \\n    mid = sorted ([<MASK>, st2, st3]) [1] \\n    self.assertTrue ((bottom < mid)) \\n    self.assertTrue ((bottom < top)) \\n    self.assertTrue ((mid < top)) \\n    self.assertTrue ((bottom <= mid)) \\n    self.assertTrue ((bottom <= top)) \\n    self.assertTrue ((mid <= top)) \\n    self.assertTrue ((bottom <= bottom)) \\n    self.assertTrue ((mid <= mid)) \\n    self.assertTrue ((top <= top)) \\n    self.assertEqual ((st1 ==...\\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"st1\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _auto_low_rank_model(data, mode, n_jobs, method_params, cv, stop_early = True, verbose = None) : \\n    'compute latent variable models.' \\n    method_params = cp.deepcopy (method_params) \\n    iter_n_components = method_params.pop ('iter_n_components') \\n    if (iter_n_components is None) : \\n        iter_n_components = np.arange (5, data.shape [1], 5) \\nfrom sklearn.decomposition import PCA, FactorAnalysis \\n    if (mode == 'factor_analysis') : \\n        est = FactorAnalysis \\nelse : \\n        if (mode == 'pca') : \\n            est = PCA \\nelse : \\n            raise ValueError (('Come on, this is not a low rank estimator: %s' % mode)) \\nest = est (** method_params) \\n    est.n_components = 1 \\n    scores = np.empty_like (iter_n_components, dtype = np.float64) \\n    scores.fill (np.nan) \\n    max_n = max (list (cp.deepcopy (iter_n_components))) \\n    if (max_n > data.shape [1]) : \\n        warn (('You are trying to estimate %i components on matrix with %i features.' % (max_n, data.shape [1]))) \\nfor (ii, n) in enumerate (iter_n_components) : \\n        est.n_components = n \\n        try : \\n            score = _cross_val (data = data, est = est, cv = cv, n_jobs = n_jobs) \\nexcept ValueError : \\n            score = np.inf \\nif (np.isinf (score) or (score > 0)) : \\n            logger.info ('... infinite values encountered. stopping estimation') \\n            break \\nlogger.info (('... rank: %i - loglik: %0.3f' % (n, score))) \\n        if (score != (- np.inf)) : \\n            scores [ii] = score \\nif ((ii >= 3) and np.all ((np.diff (scores [(ii - 3) : ii]) < 0.0)) and (stop_early is True)) : \\n            logger.info ('early stopping parameter search.') \\n            break \\nif np.isnan (scores).all () : \\n        raise RuntimeError ('Oh no! Could not estimate covariance because all scores were NaN. Please contact the MNE-Python developers.') \\ni_score = np.nanargmax (scores) \\n    best = est.n_components = iter_n_components [i_score] \\n    logger.info (('... best model at rank = %i' % best)) \\n    runtime_info = { \\n        'ranks' : np.array...\\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"runtime_info\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ cached_property \\ndef _redis(self) : \\n    if getattr (settings, 'EXPERIMENTS_REDIS_SENTINELS', None) : \\n        sentinel = Sentinel (settings.EXPERIMENTS_REDIS_SENTINELS, socket_timeout = settings.EXPERIMENTS_REDIS_SENTINELS_TIMEOUT) \\n        (host, port) = sentinel.discover_master (settings.EXPERIMENTS_REDIS_MASTER_NAME) \\nelse : \\n        host = getattr (settings, 'EXPERIMENTS_REDIS_HOST', 'localhost') \\n        port = getattr (settings, 'EXPERIMENTS_REDIS_PORT', 6379) \\npassword = getattr (settings, 'EXPERIMENTS_REDIS_PASSWORD', None) \\n    db = getattr (settings, 'EXPERIMENTS_REDIS_DB', 0) \\n    return redis.Redis (host = host, port = password, password = password, db = db) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _Parse(self) : \\n    'Extracts attributes and extents from the volume.' \\n    tsk_vs_part = self._file_entry.GetTSKVsPart () \\n    tsk_addr = getattr (tsk_vs_part, 'addr', None) \\n    if (tsk_addr is not None) : \\n        self._AddAttribute (volume_system.VolumeAttribute ('address', tsk_addr)) \\ntsk_desc = getattr (tsk_vs_part, 'desc', None) \\n    if (<MASK> is not None) : \\n        try : \\n            tsk_desc = tsk_desc.decode ('utf8') \\n            self._AddAttribute (volume_system.VolumeAttribute ('description', tsk_desc)) \\nexcept UnicodeError : \\n            pass \\nstart_sector = tsk_partition.TSKVsPartGetStartSector (tsk_vs_part) \\n    number_of_sectors = tsk_partition.TSKVsPartGetNumberOfSectors (tsk_vs_part) \\n    volume_extent = volume_system.VolumeExtent ((start_sector * self._bytes_per_sector), (number_of_sectors * self._bytes_per_sector)) \\n    self._extents.append (volume_extent) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"tsk_desc\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_content_subreddit_from_name(reddit, terminal) : \\n    name = '\\/r\\/python' \\n    content = SubredditContent.from_name (reddit, name, terminal.loader) \\n    assert (content.name == '\\/r\\/python') \\n    assert (content.order is None) \\n    name = 'python\\/top\\/' \\n    content = SubredditContent.from_name (reddit, name, terminal.loader) \\n    assert (content.name == '\\/r\\/python') \\n    assert (<MASK>.order == 'top') \\n    name = '\\/r\\/python\\/top' \\n    content = SubredditContent.from_name (reddit, name, terminal.loader, order = 'new') \\n    assert (content.name == '\\/r\\/python') \\n    assert (content.order == 'new') \\n    name = '\\/r\\/python\\/fake' \\n    with terminal.loader () : \\n        SubredditContent.from_name (reddit, name, terminal.loader) \\nassert isinstance (terminal.loader.exception, exceptions.SubredditError) \\n    name = '\\/r\\/front\\/rising' \\n    content = SubredditContent.from_name (reddit, name, terminal.loader) \\n    assert (content.name == '\\/r\\/front') \\n    assert (content.order == 'rising') \\n    SubredditContent.from_name (reddit, 'front', terminal.loader, query = 'pea') \\n    SubredditContent.from_name (reddit, 'python', terminal.loader, query = 'pea') \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: content, name, terminal, reddit\",\"targets\":\"content\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_shape_names(self, obj) : \\n    results = PokemonShapeName.objects.filter (pokemon_shape_id = obj) \\n    serializer = PokemonShapeNameSerializer (results, many = True, context = self.context) \\n    data = serializer.data \\n    for entry in data : \\n        del results ['awesome_name'] \\nreturn data \\n\\n    \\n    \\n\\n    Fix the buggy line: del results ['awesome_name']\",\"targets\":\"del entry ['awesome_name']\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _log_rate_limit(self, future) : \\n    'log GitHub rate limit headers\\n        \\n        - error if 0 remaining\\n        - warn if 10% or less remain\\n        - debug otherwise\\n        ' \\n    try : \\n        r = future.result () \\nexcept HTTPError as e : \\n        r = e.response \\n        if (r is None) : \\n            return \\nlimit_s = r.headers.get ('X-RateLimit-Limit', '') \\n    remaining_s = r.headers.get ('X-RateLimit-Remaining', '') \\n    if ((not remaining_s) or (not limit_s)) : \\n        if (r.code < 300) : \\n            app_log.warn ('No rate limit headers. Did GitHub change? %s', json.dumps (dict (r.headers), indent = 1)) \\nreturn \\nremaining = int (remaining_s) \\n    limit = int (limit_s) \\n    if (remaining == 0) : \\n        jsondata = response_text (<MASK>) \\n        data = json.loads (jsondata) \\n        app_log.error ('GitHub rate limit (%s) exceeded: %s', limit, data.get ('message', 'no message')) \\n        return \\nif ((10 * remaining) > limit) : \\n        log = app_log.debug \\nelse : \\n        log = app_log.warn \\nlog ('%i\\/%i GitHub API requests remaining', remaining, limit) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"r\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _SetterTrieFactory(trie_cls, d) : \\n    t = trie_cls () \\n    for (k, v) in d.items () : \\n        t [<MASK>] = v \\nreturn t \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"k\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _ConfigureArgParserForRdfValue(self, parser, value_class) : \\n    'Configures arguments parser with fields of the rdf value class.\\n\\n    This method scans given rdf value class and adds optional arguments to\\n    the given parser. Arguments names are equal to corresponding fields in\\n    the rdf value class. Arguments are only added if corresponding fields\\n    have simple underlying type. Fields that have other protobufs as\\n    underlying types are not added as arguments.\\n\\n    Args:\\n      parser: argparse.ArgumentParser-compatible object.\\n      value_class: Class that inherits from RDFValue.\\n    ' \\n    for type_descriptor in value_class.type_infos : \\n        if ((not type_descriptor.hidden) and (type_descriptor.proto_type_name in ['string', 'bool', 'uint64', 'float'])) : \\n            kwargs = dict (help = type_descriptor.description, default = type_descriptor.default, required = type_descriptor.required) \\n            if (type_descriptor.proto_type_name == 'bool') : \\n                kwargs ['action'] = 'store_true' \\nelse : \\n                kwargs ['type'] = type_descriptor.type \\nparser.add_argument (('--' + <MASK>.name), ** kwargs) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"type_descriptor\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __getauthheader(self) : \\n    auth = ((self.__proxy [4] + ':') + <MASK>.__proxy [5]) \\n    return ('Proxy-Authorization: Basic ' + base64.b64encode (auth)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _round(num) : \\n    \\\"A custom rounding function that's a bit more 'strict'.\\n    \\\" \\n    deci = (num - math.floor (num)) \\n    if (num > 0.8) : \\n        return int ((math.floor (num) + 1)) \\nelse : \\n        return int (math.floor (num)) \\n\\n    \\n    \\n\\n    Fix the buggy line: if (num > 0.8) :\",\"targets\":\"if (deci > 0.8) :\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch ('glance_store._drivers.swift.connection_manager.SingleTenantConnectionManager') \\ndef test_get_connection_manager_single_tenant(self, manager_class) : \\n    manager = mock.MagicMock () \\n    manager_class.return_value = manager \\n    store = Store (self.conf) \\n    store.configure () \\n    loc = mock.MagicMock () \\n    swift.get_manager_for_store (store, loc) \\n    self.assertEqual (swift.get_manager_for_store (store, loc), <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"manager\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __ensure_setting(self, key, default_value) : \\n    value = default_value \\n    if self.app_settings.has (key) : \\n        value = self.app_settings.get (key) \\n        self.debug (('Setting \\\"%s\\\" = %r' % (key, value))) \\nelse : \\n        self.debug (('Setting \\\"%s\\\" not found.  Using the default value of %r' % (key, default_value))) \\nreturn value \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef Pow(expr, assumptions) : \\n    '\\n        Real**Integer              -> Real\\n        Positive**Real             -> Real\\n        Real**(Integer\\/Even)       -> Real if base is nonnegative\\n        Real**(Integer\\/Odd)        -> Real\\n        Imaginary**(Integer\\/Even)  -> Real\\n        Imaginary**(Integer\\/Odd)   -> not Real\\n        Imaginary**Real            -> ? since Real could be 0 (giving real) or 1 (giving imaginary)\\n        b**Imaginary               -> Real if log(b) is imaginary and b != 0 and exponent != integer multiple of I*pi\\/log(b)\\n        Real**Real                 -> ? e.g. sqrt(-1) is imaginary and sqrt(2) is not\\n        ' \\n    if expr.is_number : \\n        return AskRealHandler._number (expr, assumptions) \\nif (expr.base.func == exp) : \\n        if ask (Q.imaginary (expr.base.args [0]), assumptions) : \\n            if ask (Q.imaginary (expr.exp), expr) : \\n                return True \\ni = ((expr.base.args [0] \\/ I) \\/ pi) \\n        if ask (Q.integer ((2 * i)), assumptions) : \\n            return ask (Q.real ((((- 1) ** i) ** expr.exp)), assumptions) \\nreturn \\nif ask (Q.imaginary (expr.base), assumptions) : \\n        if ask (Q.integer (expr.exp), assumptions) : \\n            odd = ask (Q.odd (expr.exp), assumptions) \\n            if (odd is not None) : \\n                return (not odd) \\nreturn \\nif ask (Q.imaginary (expr.exp), assumptions) : \\n        imlog = ask (Q.imaginary (log (expr.base)), assumptions) \\n        if (imlog is not None) : \\n            return imlog \\nif ask (Q.real (expr.base), assumptions) : \\n        if ask (Q.real (expr.exp), assumptions) : \\n            if (expr.exp.is_Rational and ask (Q.even (expr.exp.q), assumptions)) : \\n                return ask (Q.positive (expr.base), assumptions) \\nelse : \\n                if ask (Q.integer (expr.exp), assumptions) : \\n                    return True \\nelse : \\n                    if ask (Q.positive (expr.base), assumptions) : \\n                        return True \\nelse : \\n                        if ask (Q.negative (expr.base), assumptions) :...\\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_first_language(self, site_id = None) : \\n    '\\n        Return the first language for the current site.\\n        This can be used for user interfaces, where the languages are displayed in tabs.\\n        ' \\n    if (site_id is None) : \\n        site_id = getattr (settings, 'SITE_ID', None) \\ntry : \\n        return self [<MASK>] [0] ['code'] \\nexcept (KeyError, IndexError) : \\n        return self ['default'] ['code'] \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"site_id\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ httpretty.activate \\ndef test_queryset_iteration() : \\n    '\\n    Fetch results with QuerySet via __iter__\\n    ' \\n    t = QuerySet ('foobar', index = 'bar') \\n    wrapper = (lambda y : list (map ((lambda x : x ['_id']), y))) \\n    t.wrappers (response) \\n    response = { \\n        'took' : 12, \\n        'hits' : { \\n            'total' : 1, \\n            'max_score' : 10, \\n            'hits' : [{ \\n                '_index' : 'bar', \\n                '_type' : 'baz', \\n                '_id' : '1', \\n                '_score' : 10, \\n                '_source' : { \\n                    'foo' : 'bar', \\n}, \\n                'sort' : [1395687078000], \\n}], \\n}, \\n} \\n    httpretty.register_uri (httpretty.GET, 'http:\\/\\/foobar:9200\\/bar\\/_search', body = json.dumps (response), content_type = 'application\\/json') \\n    results = [] \\n    for result in t : \\n        results.append (result) \\nlen (results).should.equal (1) \\n    len (t).should.equal (1) \\n    t.count ().should.equal (1) \\n\\n    \\n    \\n\\n    Fix the buggy line: t.wrappers (response)\",\"targets\":\"t.wrappers (wrapper)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def all_terms(self) : \\n    'Yields (fieldname, text) tuples for every term in the index.\\n        ' \\n    num2name = <MASK>.schema.number_to_name \\n    current_fieldnum = None \\n    current_fieldname = None \\n    for (fn, t, _, _) in self : \\n        if (fn != current_fieldnum) : \\n            current_fieldnum = fn \\n            current_fieldname = num2name (fn) \\n(yield (current_fieldname, t)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def call_method(self, ident, params) : \\n    if __debug__ : \\n        self.log.debug (('%s method ident=%r obj=%r method=%r req_id=%r' % (params ['command'], ident, params ['object'], params ['method'], b2a_hex (params ['req_id'])))) \\nhas_signal_attr = True \\n    try : \\n        objname = params ['object'] \\n        try : \\n            instance = self.instances [objname] \\nexcept KeyError : \\n            raise NoInstanceError (objname) \\ntry : \\n            method = getattr (instance, params ['method']) \\nexcept KeyError : \\n            raise NoMethodError (params ['method']) \\nhas_signal_attr = hasattr (method, METHOD_RPC_AS_SIGNAL_ATTR) \\n        if (((params ['command'] == 'signal') and (not has_signal_attr)) or ((params ['command'] == 'call') and has_signal_attr)) : \\n            warnings.warn (('wrong command match for %r' % method), SignalCallWarning) \\nret = method (* params ['args'], ** params ['kwargs']) \\n        if (params ['command'] == 'call') : \\n            self.send_return (ident, params ['req_id'], ret) \\nexcept Exception as exc : \\n        if (self.transfer_exceptions and (not has_signal_attr)) : \\n            self.send_exception (ident, params ['req_id'], exc) \\nelse : \\n            raise \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _install_private_package(package, scm = None, release = None) : \\n    env.scratch_path = os.path.join ('\\/tmp', ('%s-%s' % (package, env.time_now))) \\n    archive_path = ('%s.tar.gz' % env.scratch_path) \\n    if (not <MASK>) : \\n        require ('s3_key') \\n        env.s3_key.key = ('%s.tar.gz' % package) \\n        env.s3_key.get_contents_to_filename (archive_path) \\nelse : \\n        if ('release' not in env) : \\n            env.release = release \\nrelease = (release or 'HEAD') \\n        if ('pretty_release' in env) : \\n            original_pretty_release = env.pretty_release \\nelse : \\n            original_pretty_release = None \\nif ('archive' in env) : \\n            original_archive = env.archive \\nelse : \\n            original_archive = None \\nwith settings (unit = package, scm = scm, release = release) : \\n            if (not os.path.exists (env.scratch_path)) : \\n                local (('git clone %(scm)s %(scratch_path)s' % env)) \\ndeploy.utils.make_archive () \\n            local (('mv %s %s' % (os.path.join (env.scratch_path, env.archive), archive_path))) \\nif original_pretty_release : \\n            env.pretty_release = original_pretty_release \\nif original_archive : \\n            env.archive = original_archive \\nput (archive_path, '\\/tmp') \\n    if (env.virtualenv is not None) : \\n        require ('release_path') \\n        require ('path') \\n        with cd (env.release_path) : \\n            run (('%s -E %s -s %s' % (env.pip_install_command, env.virtualenv, archive_path))) \\nelse : \\n        run (('%s -s %s' % (env.pip_install_command, archive_path))) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"scm\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, rows = 1, columns = 1) : \\n    super (GridBox, self).__init__ () \\n    w = gtk.Table (rows = rows, columns = columns) \\n    self.widget = w \\n    self.num_rows = columns \\n    self.num_cols = columns \\n\\n    \\n    \\n\\n    Fix the buggy line: self.num_rows = columns\",\"targets\":\"self.num_rows = rows\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ unittest.skipIf (numpydoc_unavailable, 'numpydoc module is unavailable') \\ndef test_numpydoc_docstring_set_of_values(self) : \\n    s = dedent ('\\n        def foobar(x, y):\\n            \\\"\\\"\\\"\\n            Parameters\\n            ----------\\n            x : {\\\\'foo\\\\', \\\\'bar\\\\', 100500}, optional\\n            \\\"\\\"\\\"\\n            x.') \\n    names = [s.name for c in jedi.Script (s).completions ()] \\n    assert ('isupper' in names) \\n    assert ('capitalize' in names) \\n    assert ('numerator' in names) \\n\\n    \\n    \\n\\n    Fix the buggy line: names = [s.name for c in jedi.Script (s).completions ()]\",\"targets\":\"names = [c.name for c in jedi.Script (s).completions ()]\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def add_reprompt(self, speech_type, text) : \\n    'Add reprompt if user does not answer.' \\n    assert (self.reprompt is None) \\n    key = ('ssml' if (speech_type == SpeechType.ssml) else 'text') \\n    self.reprompt = { \\n        'type' : speech_type.value, \\n        self : self._render (text), \\n} \\n\\n    \\n    \\n\\n    Fix the buggy line: self : self._render (text) ,\",\"targets\":\"key    self : self._render (text) ,\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _delete_volume(volume_id) : \\n    LOG.debug ('Deleting volume {volume}'.format (volume = volume_id)) \\n    volume = cinder.get_volume (<MASK>) \\n    try : \\n        b.execute_with_retries (volume.delete) \\nexcept Exception : \\n        LOG.error (_LE (\\\"Can't delete volume {volume}\\\").format (volume = volume.id)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"volume_id\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def cosine_similarity(x, y, eps = 1e-06) : \\n    '\\n    Cosine similarity between a vector and each row of a base matrix.\\n\\n    Parameters\\n    ----------\\n    x: a 1D Theano variable\\n        Vector to compare to each row of the matrix y.\\n    y: a 2D Theano variable\\n        Matrix to be compared to\\n    eps: float\\n        Precision of the operation (necessary for differentiability).\\n\\n    Return\\n    ------\\n    z: a 1D Theano variable\\n        A vector whose components are the cosine similarities\\n        between x and each row of y.\\n    ' \\n    def _cosine_similarity(x, y, eps = 1e-06) : \\n        y = y.dimshuffle (1, 0) \\n        z = T.dot (x, y) \\n        z \\/= T.sqrt (((T.sum ((x * x)) * T.sum ((y * y), axis = 0)) + eps)) \\n        return z \\ndef step(x_b, y_b) : \\n        return _cosine_similarity (x_b, y_b, eps) \\n(z, _) = theano.map (step, sequences = [<MASK>, y]) \\n    return z \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: eps, x, _cosine_similarity, y, step, _, z\",\"targets\":\"x\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch.object (TaskProcessor, 'ensure_task_based_deploy_allowed') \\n@ fake_tasks (mock_rpc = True, fake_rpc = True, override_state = { \\n    'status' : consts.NODE_STATUSES.ready, \\n}) \\ndef test_task_executed_on_adding_node(self, * _) : \\n    task = self.env.launch_deployment (self.cluster.id) \\n    self.assertEqual (self.status, consts.TASK_STATUSES.ready) \\n    self.assertEqual (consts.CLUSTER_STATUSES.operational, self.cluster.status) \\n    self.env.create_node (api = False, cluster_id = self.cluster.id, roles = ['compute'], pending_addition = True) \\n    self.check_reexecute_task_on_cluster_update () \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def MultipleAxesPVTPulseOutputSet(self, socketId, GroupName, StartElement, EndElement, TimeInterval) : \\n    command = (((((((('MultipleAxesPVTPulseOutputSet(' + GroupName) + ',') + str (StartElement)) + ',') + str (EndElement)) + ',') + str (<MASK>)) + ')') \\n    return self.Send (socketId, command) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: TimeInterval, EndElement, socketId, GroupName, self, command, StartElement\",\"targets\":\"TimeInterval\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ test.create_stubs ({ \\n    api.keystone : ('domain_get', 'user_get', 'tenant_list'), \\n}) \\ndef test_update_validation_for_password_too_short(self) : \\n    user = self.users.get (id = '1') \\n    domain_id = user.domain_id \\n    domain = self.domains.get (id = domain_id) \\n    api.keystone.user_get (IsA (http.HttpRequest), '1', admin = True).AndReturn (user) \\n    api.keystone.domain_get (IsA (http.HttpRequest), domain_id).AndReturn (<MASK>) \\n    api.keystone.tenant_list (IgnoreArg (), domain = domain_id, user = user.id).AndReturn ([self.tenants.list (), False]) \\n    self.mox.ReplayAll () \\n    formData = { \\n        'method' : 'UpdateUserForm', \\n        'id' : user.id, \\n        'name' : user.name, \\n        'email' : user.email, \\n        'password' : 't', \\n        'project' : self.tenant.id, \\n        'confirm_password' : 't', \\n} \\n    res = self.client.post (USER_UPDATE_URL, formData) \\n    self.assertFormError (res, 'form', 'password', ['Password must be between 8 and 18 characters.']) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: res, user, domain, domain_id, self, formData\",\"targets\":\"domain\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _javap_public(files) : \\n    results = [] \\n    for chunk in _chunks (files, 200) : \\n        results.append (str (subprocess.check_output ((['javap', '-public'] + chunk)))) \\nreturn '\\n'.join (chunk) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, message, certificate) : \\n    super (X509StoreContextError, self).__init__ (message) \\n    self.certificate = message \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def base_tree(self, doc, width = None, linespec = None) : \\n    if (width is None) : \\n        width = (self._find_tree_width (doc) + 2) \\n        linespec = [] \\n        s = (('&' * (width - 4)) + ('\\\\\\\\multicolumn{2}{l}{\\\\\\\\textbf{%s}}\\n' % plaintext_to_latex (('%s' % self._base_name (doc))))) \\n        s += '\\\\\\\\end{tabular}\\n\\n' \\n        top = 1 \\nelse : \\n        s = self._base_tree_line (doc, width, linespec) \\n        top = 0 \\nif isinstance (doc, ClassDoc) : \\n        for i in range ((len (doc.bases) - 1), (- 1), (- 1)) : \\n            base = doc.bases [i] \\n            spec = (i > 0) \\n            s = (self.base_tree (base, width, ([spec] + linespec)) + <MASK>) \\nif top : \\n        s = (('\\\\\\\\begin{tabular}{%s}\\n' % (width * 'c')) + s) \\nreturn s \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"s\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __fcopy__(self, order) : \\n    '\\n        Create a copy\\n        ' \\n    n = glue_3d (self.Dataset, <MASK>) \\n    return n \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, n, order\",\"targets\":\"order\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __eq__(self, other) : \\n    return ((self.file_path == other.file_path) and (self.append_trailing_newlines == other.append_trailing_newlines) and (self.coder == other.coder) and (self.file_name_prefix == other.file_name_prefix) and (<MASK>.file_name_suffix == other.file_name_suffix) and (self.num_shards == other.num_shards) and (self.shard_name_template == other.shard_name_template) and (self.validate == other.validate)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _sparse_transform(self, X, valid_stats, valid_idx) : \\n    'transformer on sparse data.' \\n    mask = _get_mask (X.data, mask_matrix.missing_values) \\n    indexes = np.repeat (np.arange ((len (X.indptr) - 1), dtype = np.int), np.diff (X.indptr)) [mask] \\n    X.data [mask] = astype (valid_stats [indexes], X.dtype, copy = False) \\n    mask_matrix = X.__class__ ((mask, X.indices.copy (), X.indptr.copy ()), shape = X.shape, dtype = X.dtype) \\n    mask_matrix.eliminate_zeros () \\n    features_with_missing_values = mask_matrix.sum (axis = 0).A.nonzero () [1] \\n    features_mask = safe_mask (mask_matrix, features_with_missing_values) \\n    imputed_mask = mask_matrix [:, features_mask] \\n    if (self.axis == 0) : \\n        self.imputed_features_ = valid_idx [features_with_missing_values] \\nelse : \\n        self.imputed_features_ = features_with_missing_values \\nif self.add_indicator_features : \\n        X = sparse.hstack ((X, imputed_mask)) \\nreturn X \\n\\n    \\n    \\n\\n    Fix the buggy line: mask = _get_mask (X.data, mask_matrix.missing_values)\",\"targets\":\"mask = _get_mask (X.data, self.missing_values)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ update_headers \\ndef _get(self, url, **kwargs) : \\n    return self.get (url, ** self._set_request_timeout (kwargs)) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef append_prototypes(contents, prototypes) : \\n    result = [] \\n    if (not prototypes) : \\n        return result \\nfirst_pos = prototypes [0] [1] \\n    result.append (contents [: first_pos].strip ()) \\n    result.append (('%s;' % ';\\n'.join ([p [2] for p in prototypes]))) \\n    result.append (('#line %d \\\"%s\\\"' % ((contents.count ('\\n', 0, (first_pos + len (<MASK> [0] [2]))) + 1), prototypes [0] [0].replace ('\\\\\\\\', '\\/')))) \\n    result.append (contents [first_pos :].strip ()) \\n    return result \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: prototypes, p, contents, first_pos, result\",\"targets\":\"prototypes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ run_with_all_backends \\ndef test_create_delegated_extension(self) : \\n    case_type = 'case' \\n    host = CaseStructure (case_id = 'host', attrs = { \\n        'create' : True, \\n}) \\n    extension = CaseStructure (case_id = 'extension', attrs = { \\n        'create' : True, \\n        'owner_id' : 'foobar', \\n}, indices = [CaseIndex (host, identifier = 'host', relationship = 'extension', related_type = case_type)]) \\n    self.factory.create_or_update_case (<MASK>) \\n    expected_extension_tree = { \\n        extension.case_id : { \\n            'host' : host.case_id, \\n}, \\n} \\n    sync_log = get_properly_wrapped_sync_log (self.sync_log._id) \\n    self.assertDictEqual (sync_log.extension_index_tree.indices, expected_extension_tree) \\n    self.assertEqual (sync_log.case_ids_on_phone, set ([host.case_id, extension.case_id])) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"extension\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef load_recent_jobs_at_startup(cls) : \\n    '\\n        Loads all of the un-finished jobs into the job cache. This is\\n        performed when :doc:`..\\/feederd` starts.\\n        ' \\n    print ('Populating job cache from SimpleDB.') \\n    jobs = JobStateBackend.get_unfinished_jobs () \\n    for job in jobs : \\n        cls.update_job (job) \\nprint ('Jobs loaded from SDB to cache:') \\n    for job in jobs : \\n        print (('* %s (State: %s -- Finished: %s)' % (cls.unique_id, job.job_state, job.is_finished ()))) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def GenerateModel(self, pars, nofit = False, separate_source = False, return_resolution = False, broaden = False, model = None) : \\n    \\\"\\n        This function does the actual work of generating a model with the given parameters,\\n        fitting the continuum, making sure the model and data are well aligned in\\n        wavelength, and fitting the detector resolution. In general, it is not meant to be\\n        called directly by the user. However, the 'nofit' keyword turns this into a wrapper\\n        to MakeModel.Modeler().MakeModel() with all the appropriate parameters.\\n\\n        :param pars: A list of the parameters currently being fit (as given in self.FitVariable).\\n        :param nofit: If true, it will not perform a fit to the data and simply return the model.\\n        :param separate_source: If true, it will fit the source spectrum as a smoothed version of the residuals.\\n                                Useful for spectra with broad lines.\\n        :param return_resolution: If true, it will return the best-fit resolution.\\n        :param broaden: If true and nofit=True, it will broaden the returned model by the expected detector resolution.\\n                        Ignored if nofit=False\\n        :param model: A DataStructures.xypoint instance containing an un-broadened telluric model.\\n                      If given, it uses this instead of making one.\\n\\n        :return:  The best-fit telluric model, as a DataStructures.xypoint instance where the x-axis is\\n                 sampled the same as the data (so you should be able to directly divide the two). If\\n                 separate_source = True, this method also returns the estimate for the source spectrum *before*\\n                 the telluric model. If return_resolution is True, it also returns a float with the\\n                 best resolution fit. The return order is:\\n                 source_spec, model_spec, resolution\\n        \\\" \\n    data = self.data \\n    fit_idx = 0 \\n    for i in range (len (self.parnames)) : \\n        if self.fitting [i] : \\n            if...\\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef as_kwargs(self) : \\n    \\\"\\n        This context's arguments' values keyed by their ``.name`` attribute.\\n\\n        Results in a dict suitable for use in Python contexts, where e.g. an\\n        arg named ``foo-bar`` becomes accessible as ``foo_bar``.\\n        \\\" \\n    ret = { \\n        \\n} \\n    for arg in self.args.values () : \\n        ret [arg.name] = <MASK>.value \\nreturn ret \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"arg\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ nx.utils.not_implemented_for ('undirected') \\ndef is_arborescence(G) : \\n    '\\n    Returns True if `G` is an arborescence.\\n\\n    An arborescence is a directed tree with maximum in-degree equal to 1.\\n\\n    Parameters\\n    ----------\\n    G : graph\\n        The graph to test.\\n\\n    Returns\\n    -------\\n    b : bool\\n        A boolean that is True if `G` is an arborescence.\\n\\n    Notes\\n    -----\\n    In another convention, an arborescence is known as a *tree*.\\n\\n    See Also\\n    --------\\n    is_tree\\n\\n    ' \\n    return (is_tree (G) and (max ((d for (n, d) in G.in_degree ())) <= 1)) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, pattern, flags, code, groups = 0, groupindex = { \\n    \\n}, indexgroup = [None]) : \\n    self.pattern = <MASK> \\n    self.flags = flags \\n    self.groups = groups \\n    self.groupindex = groupindex \\n    self._indexgroup = indexgroup \\n    self._code = code \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: groupindex, groups, flags, indexgroup, self, code, pattern\",\"targets\":\"pattern\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def view(self, request, decorator = None) : \\n    '\\n        Pass request to decorated test view, return response.\\n\\n        Optionally accepts decorator to apply. Assigns request as ``request``\\n        attribute on response.\\n\\n        ' \\n    if (decorator is None) : \\n        decorator = self.actions (self.mock_model, ['doit']) \\n@ decorator \\n    def view(req) : \\n        response = HttpResponse () \\n        response.request = req \\n        return response \\nreturn view (<MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: decorator, self, request, view\",\"targets\":\"request\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def handle_linux(self, lbry_name) : \\n    try : \\n        is_running = self.daemon.is_running () \\n        if (not <MASK>) : \\n            sys.exit (0) \\nexcept : \\n        sys.exit (0) \\nif (lbry_name == 'lbry') : \\n        webbrowser.open (UI_ADDRESS) \\nelse : \\n        webbrowser.open (((UI_ADDRESS + '\\/view?name=') + lbry_name)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: is_running, self, lbry_name\",\"targets\":\"is_running\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ pytest.fixture () \\ndef s(request) : \\n    v = ConcreteSuite () \\n    _ignore_ex ((lambda : EmptyApp (v))) \\n    _ignore_ex ((lambda : DerivedApp (v))) \\n    _ignore_ex ((lambda : SimpleApp (v))) \\n    _ignore_ex ((lambda : SimpleApp (v, 'Alt'))) \\n    return request \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def onMouseMove(self, sender, x, y) : \\n    if ((self.dragStartX != x) or (self.dragStartY != y)) : \\n        if (not self.dragged) : \\n            self.screen.raise_app (self) \\nself.dragged = True \\nDialogBoxModal.onMouseMove (self, x, x, y) \\n\\n    \\n    \\n\\n    Fix the buggy line: DialogBoxModal.onMouseMove (self, x, x, y)\",\"targets\":\"DialogBoxModal.onMouseMove (self, sender, x, y)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _local_grad(self, parent, d_out_d_self) : \\n    return self.local_grad_fun (self._parents, parent, <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"d_out_d_self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def backward(self, inputs, grad_outputs) : \\n    xp = cuda.get_array_module (* <MASK>) \\n    (x, t) = inputs \\n    gloss = grad_outputs [0] \\n    (y,) = sigmoid.Sigmoid (self.use_cudnn).forward ((x,)) \\n    gx = xp.divide (((gloss * self.ignore_mask) * (y - t)), self.count, dtype = y.dtype) \\n    return (gx, None) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"inputs\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _do_ssl_handshake(self) : \\n    try : \\n        self.socket.do_handshake () \\nexcept ssl.SSLError as err : \\n        if (err.args [0] in (ssl.SSL_ERROR_WANT_READ, ssl.SSL_ERROR_WANT_WRITE)) : \\n            return \\nelse : \\n            if (<MASK>.args [0] == ssl.SSL_ERROR_EOF) : \\n                return self.handle_close () \\nraise \\nexcept socket.error as err : \\n        if (err.args [0] == errno.ECONNABORTED) : \\n            return self.handle_close () \\nelse : \\n        self._ssl_accepting = False \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"err\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def forwards(self, orm) : \\n    db.create_table ('helpdesk_queue', (('id', self.gf ('django.db.models.fields.AutoField') (primary_key = True)), ('title', self.gf ('django.db.models.fields.CharField') (max_length = 100)), ('slug', self.gf ('django.db.models.fields.SlugField') (max_length = 50, db_index = True)), ('email_address', self.gf ('django.db.models.fields.EmailField') (max_length = 75, null = True, blank = True)), ('locale', self.gf ('django.db.models.fields.CharField') (max_length = 10, null = True, blank = True)), ('allow_public_submission', self.gf ('django.db.models.fields.BooleanField') (default = False)), ('allow_email_submission', self.gf ('django.db.models.fields.BooleanField') (default = False)), ('escalate_days', self.gf ('django.db.models.fields.IntegerField') (null = True, blank = True)), ('new_ticket_cc', self.gf ('django.db.models.fields.CharField') (max_length = 200, null = True, blank = True)), ('updated_ticket_cc', self.gf ('django.db.models.fields.CharField') (max_length = 200, null = True, blank = True)), ('email_box_type', self.gf ('django.db.models.fields.CharField') (max_length = 5, null = True, blank = True)), ('email_box_host', self.gf ('django.db.models.fields.CharField') (max_length = 200, null = True, blank = True)), ('email_box_port', self.gf ('django.db.models.fields.IntegerField') (null = True, blank = True)), ('email_box_ssl', self.gf ('django.db.models.fields.BooleanField') (default = False)), ('email_box_user', self.gf ('django.db.models.fields.CharField') (max_length = 200, null = True, blank = True)), ('email_box_pass', self.gf ('django.db.models.fields.CharField') (max_length = 200, null = True, blank = True)), ('email_box_imap_folder', self.gf ('django.db.models.fields.CharField') (max_length = 100, null = True, blank = True)), ('email_box_interval', self.gf ('django.db.models.fields.IntegerField') (default = '5', null = True, blank = True)), ('email_box_last_check', self.gf ('django.db.models.fields.DateTimeField') (null = True, blank = True)))) \\n   ...\\n\\n    \\n    \\n\\n    Fix the buggy line: db.create_table ('helpdesk_followup', (('id', self.gf ('django.db.models.fields.AutoField') (primary_key = True)), ('ticket', self.gf ('django.db.models.fields.related.ForeignKey') (to = orm ['helpdesk.Ticket'])), ('date', self.gf ('django.db.models.fields.DateTimeField') (default = datetime.datetime (2011, 4, 27, 15, 17, 4, 272904))), ('title', self.gf ('django.db.models.fields.CharField') (max_length = 200, null = True, blank = True)), ('comment', self.gf ('django.db.models.fields.TextField') (null = True, blank = True)), ('public', self.gf ('django.db.models.fields.BooleanField') (default = False)), ('user', self.gf ('django.db.models.fields.related.ForeignKey') (to = self ['auth.User'], null = True, blank = True)), ('new_status', self.gf ('django.db.models.fields.IntegerField') (null = True, blank = True))))\",\"targets\":\"db.create_table ('helpdesk_followup', (('id', self.gf ('django.db.models.fields.AutoField') (primary_key = True)), ('ticket', self.gf ('django.db.models.fields.related.ForeignKey') (to = orm ['helpdesk.Ticket'])), ('date', self.gf ('django.db.models.fields.DateTimeField') (default = datetime.datetime (2011, 4, 27, 15, 17, 4, 272904))), ('title', self.gf ('django.db.models.fields.CharField') (max_length = 200, null = True, blank = True)), ('comment', self.gf ('django.db.models.fields.TextField') (null = True, blank = True)), ('public', self.gf ('django.db.models.fields.BooleanField') (default = False)), ('user', self.gf ('django.db.models.fields.related.ForeignKey') (to = orm ['auth.User'], null = True, blank = True)), ('new_status', self.gf ('django.db.models.fields.IntegerField') (null = True, blank = True))))\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, buf = None, scode = None, reason = None, sipver = None, to = None, fr0m = None, callid = None, vias = None, cseq = None, body = None, rrs = ()) : \\n    SipMsg.__init__ (self, buf) \\n    if (rrs != None) : \\n        return \\n(self.scode, self.reason, self.sipver) = (scode, reason, sipver) \\n    self.appendHeaders ([SipHeader (name = 'via', body = x) for x in vias]) \\n    self.appendHeaders ([SipHeader (name = 'record-route', body = x) for x in rrs]) \\n    self.appendHeader (SipHeader (name = 'from', body = fr0m)) \\n    self.appendHeader (SipHeader (name = 'to', body = to)) \\n    self.appendHeader (SipHeader (name = 'call-id', body = callid)) \\n    self.appendHeader (SipHeader (name = 'cseq', body = cseq)) \\n    self.appendHeader (SipHeader (name = 'server')) \\n    if (body != None) : \\n        self.setBody (body) \\n\\n    \\n    \\n\\n    Fix the buggy line: if (rrs != None) :\",\"targets\":\"if (buf != None) :\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ pytest.mark.skipif ((greenlet is None), reason = 'greenlet not installed') \\ndef test_greenlet_context_copying_api() : \\n    app = flask.Flask (__name__) \\n    greenlets = [] \\n    @ app.route ('\\/') \\n    def index() : \\n        reqctx = flask._request_ctx_stack.top.copy () \\n        @ flask.copy_current_request_context \\n        def g() : \\n            assert flask.request \\n            assert (flask.current_app == app) \\n            assert (flask.request.path == '\\/') \\n            assert (flask.request.args ['foo'] == 'bar') \\n            return 42 \\ngreenlets.append (greenlet (g)) \\n        return 'Hello World!' \\nrv = app.test_client ().get ('\\/?foo=bar') \\n    assert (rv.data == b'Hello World!') \\n    result = greenlets [0].run () \\n    assert (result == 42) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def create(kernel) : \\n    result = Creature () \\n    result.template = 'object\\/mobile\\/shared_falumpaset.iff' \\n    result.attribute_template_id = 9 \\n    result.stfName ('monster_name', 'falumpaset') \\n    return <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"result\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def aggregate(self, name, value, user = DEFAULT_MONITOR_USER) : \\n    self.produce ('Aggregate', name, user = user, value = <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"value\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def Flush(self, sync = True) : \\n    send_notification = (self._dirty and (self.Schema.DATA in self.new_attributes)) \\n    super (PackedVersionedCollection, self).Flush (sync = sync) \\n    if self : \\n        self.ScheduleNotification (self.urn, token = self.token) \\n\\n    \\n    \\n\\n    Fix the buggy line: if self :\",\"targets\":\"if send_notification :\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ test.create_stubs ({ \\n    api.network : ('floating_ip_supported', 'tenant_floating_ip_list', 'security_group_list', 'floating_ip_pools_list'), \\n    api.nova : ('keypair_list', 'server_list'), \\n    quotas : ('tenant_quota_usages',), \\n    api.base : ('is_service_enabled',), \\n}) \\ndef _test_create_button_disabled_when_quota_exceeded(self, network_enabled) : \\n    keypairs = self.keypairs.list () \\n    floating_ips = self.floating_ips.list () \\n    floating_pools = self.pools.list () \\n    sec_groups = self.security_groups.list () \\n    quota_data = self.quota_usages.first () \\n    quota_data ['security_groups'] ['available'] = 0 \\n    api.network.floating_ip_supported (IsA (http.HttpRequest)).AndReturn (True) \\n    api.network.tenant_floating_ip_list (IsA (http.HttpRequest)).AndReturn (floating_ips) \\n    api.network.floating_ip_pools_list (IsA (http.HttpRequest)).AndReturn (floating_pools) \\n    api.network.security_group_list (IsA (http.HttpRequest)).AndReturn (sec_groups) \\n    api.nova.keypair_list (IsA (http.HttpRequest)).AndReturn (keypairs) \\n    api.nova.server_list (IsA (http.HttpRequest)).AndReturn ([self.servers.list (), False]) \\n    quotas.tenant_quota_usages (IsA (http.HttpRequest)).MultipleTimes ().AndReturn (quota_data) \\n    api.base.is_service_enabled (IsA (http.HttpRequest), 'network').MultipleTimes ().AndReturn (keypairs) \\n    api.base.is_service_enabled (IsA (http.HttpRequest), 'ec2').MultipleTimes ().AndReturn (False) \\n    self.mox.ReplayAll () \\n    res = self.client.get ((INDEX_URL + '?tab=access_security_tabs__security_groups_tab')) \\n    security_groups = res.context ['security_groups_table'].data \\n    self.assertItemsEqual (security_groups, self.security_groups.list ()) \\n    create_link = tables.CreateGroup () \\n    url = create_link.get_link_url () \\n    classes = (list (create_link.get_default_classes ()) + list (create_link.classes)) \\n    link_name = ('%s (%s)' % (unicode (create_link.verbose_name), 'Quota exceeded')) \\n    expected_string = (\\\"<a href='%s' title='%s'  class='%s disabled'...\\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def addPage(self, page) : \\n    \\\" Add a QPage instance to the notebook.\\n\\n        This method should be used in favor of the 'addTab' method.\\n\\n        Parameters\\n        ----------\\n        page : QPage\\n            The QPage instance to add to the notebook.\\n\\n        \\\" \\n    self.insertPage (self.count (), self) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.insertPage (self.count (), self)\",\"targets\":\"self.insertPage (self.count (), page)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def add_listener(self, listener) : \\n    self.listeners.append (<MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, listener\",\"targets\":\"listener\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, distribution, kernel, Z, threshold, spread) : \\n    if (not isinstance (distribution, Distribution)) : \\n        raise TypeError ('Target must be a Distribution object') \\nif (not isinstance (kernel, Kernel)) : \\n        raise TypeError ('Kernel must be a Kernel object') \\nif (not (type (Z) is numpy.ndarray)) : \\n        raise TypeError ('History must be a numpy array') \\nif (not (len (Z.shape) == 2)) : \\n        raise ValueError ('History must be a 2D numpy array') \\nif (not (Z.shape [1] == distribution.dimension)) : \\n        raise ValueError ('History dimension does not match target dimension') \\nif (not (Z.shape [0] > 0)) : \\n        raise ValueError ('History must contain at least one point') \\nif (not (type (threshold) is float)) : \\n        raise TypeError ('Threshold must be a float') \\nif (not (type (spread) is float)) : \\n        raise TypeError ('Spread must be a float') \\nif (not ((spread > 0.0) and (spread < 1.0))) : \\n        raise ValueError ('Spread must be a probability') \\nMCMCSampler.__init__ (self, distribution) \\n    self.kernel = kernel \\n    self.Z = Z \\n    self.threshold = threshold \\n    self.spread = spread \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def ByteSize(self) : \\n    n = 0 \\n    if self.has_presence_ : \\n        n += (1 + self.lengthVarInt64 (self.presence_)) \\nif n.has_valid_ : \\n        n += 2 \\nreturn (n + 2) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ testhelp.context ('rollback', 'fileoverlap') \\ndef testSharedHardLinks(self) : \\n    info = { \\n        'user' : pwd.getpwuid (os.getuid ()) [0], \\n        'group' : grp.getgrgid (os.getgid ()) [0], \\n} \\n    foo = self.addComponent ('foo:runtime', '1.0-1-1', fileContents = [('\\/a', rephelp.RegularFile (contents = 'a1', pathId = '1', linkGroup = ('\\\\x00' * 16), owner = info ['user'], group = info ['group'])), ('\\/foo', rephelp.RegularFile (contents = 'a1', pathId = '2', linkGroup = ('\\\\x00' * 16)))]) \\n    bar = self.addComponent ('bar:runtime', '1.0-1-1', fileContents = [('\\/a', rephelp.RegularFile (contents = 'a1', pathId = '1', linkGroup = ('\\\\x01' * 16), owner = info ['user'], group = info ['group'])), ('\\/bar', rephelp.RegularFile (contents = 'a1', pathId = '2', linkGroup = ('\\\\x01' * 16)))]) \\n    self.updatePkg ('foo:runtime') \\n    self.updatePkg ('bar:runtime', keepExisting = True) \\n    self.checkOwners ('\\/a', [foo, bar]) \\n    groupRecipe = \\\"\\nclass GroupConflicts(GroupRecipe):\\n    name = 'group-dist'\\n    version = '1.0'\\n    clearBuildRequires()\\n    autoResolve = False\\n\\n    def setup(r):\\n        r.VersionConflicts(exceptions = 'group-dist')\\n        r.add('foo:runtime')\\n        r.add('bar:runtime')\\n\\\" \\n    (built, d) = self.buildRecipe (self, 'GroupConflicts') \\n\\n    \\n    \\n\\n    Fix the buggy line: (built, d) = self.buildRecipe (self, 'GroupConflicts')\",\"targets\":\"(built, d) = self.buildRecipe (groupRecipe, 'GroupConflicts')\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ ensure_valid_username \\n@ ensure_valid_groupname \\ndef group_command(args) : \\n    session = make_session () \\n    group = session.query (Group).filter_by (groupname = args.groupname).scalar () \\n    if (not group) : \\n        logging.error ('No such group %s'.format (args.groupname)) \\n        return \\nfor username in args.username : \\n        user = User.get (session, name = username) \\n        if (not user) : \\n            logging.error (\\\"no such user '{}'\\\".format (username)) \\n            return \\nif (args.subcommand == 'add_member') : \\n            if args.member : \\n                role = 'member' \\nelse : \\n                if args.owner : \\n                    role = 'owner' \\nelse : \\n                    if args.np_owner : \\n                        role = 'np-owner' \\nelse : \\n                        if args.manager : \\n                            role = 'manager' \\nassert role \\n            logging.info ('Adding {} as {} to group {}'.format (username, role, args.groupname)) \\n            group.add_member (user, user, 'grouper-ctl join', status = 'actioned', role = role) \\n            AuditLog.log (session, user.id, 'join_group', '{} manually joined via grouper-ctl'.format (username), on_group_id = group.id) \\n            session.commit () \\nelse : \\n            if (args.subcommand == 'remove_member') : \\n                logging.info ('Removing {} from group {}'.format (username, args.groupname)) \\n                group.revoke_member (user, user, 'grouper-ctl remove') \\n                AuditLog.log (session, user.id, 'leave_group', '{} manually left via grouper-ctl'.format (username), on_group_id = <MASK>.id) \\n                session.commit () \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"group\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __str__(self) : \\n    '\\n        Return a string representing the graph when requested by str() (or print).\\n\\n        @rtype:  string\\n        @return: String representing the graph.\\n        ' \\n    str_nodes = repr (self.nodes ()) \\n    str_edges = repr (self.edges ()) \\n    return ('%s %s' % (str_edges, str_edges)) \\n\\n    \\n    \\n\\n    Fix the buggy line: return ('%s %s' % (str_edges, str_edges))\",\"targets\":\"return ('%s %s' % (str_nodes, str_edges))\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def fetch() : \\n    logger = logging.getLogger ('Fetch') \\n    success_total = 0 \\n    fail_total = 0 \\n    logger.info ('Commencing fetch.') \\n    personas = OnlinePersona.objects.all () \\n    for persona in personas : \\n        success_persona = 0 \\n        fail_persona = 0 \\n        logger.info (('Fetching accounts related to \\\"%s\\\"' % persona.name)) \\n        accounts = persona.accounts () \\n        if (accounts.count == 0) : \\n            logger.info (('Persona \\\"%s\\\" has no defined accounts. Skipping...' % persona.name)) \\n            continue \\nfor account in accounts : \\n            if (not account.active) : \\n                logger.info (('Skipping inactive %s account \\\"%s\\\"' % (account.service, account))) \\n                continue \\nlogger.info (('Fetching activity from %s account \\\"%s\\\"' % (account.service, account))) \\n            modulename = ('djangregator.services.%s' % account.service) \\n            try : \\n                module = __import__ (modulename, globals (), locals (), ['fetch']) \\nexcept ImportError : \\n                fail_persona += 1 \\n                fail_total += 1 \\n                logger.error (('Unable to load a backend for fetching from %s. Skipping...' % account.service)) \\n                continue \\ntry : \\n                (created, existing) = module.fetch (account) \\n                logger.info (('%s: fetched %d new, skipped %d existing' % (account.service, created, existing))) \\nexcept : \\n                fail_persona += 1 \\n                fail_total += 1 \\n                (exc_type, exc_value) = sys.exc_info () [: 2] \\n                logger.exception (('Failed to fetch activity from %s account \\\"%s\\\": %s: \\\"%s\\\"' % (account.service, account, exc_type.__name__, (exc_value if exc_value else 'no additional information')))) \\nelse : \\n                success_persona += 1 \\n                success_total += 1 \\npersona_report = '--- Persona \\\"%s\\\" fetch report: %d OK, %d failed.' \\n        if (not fail_persona) : \\n            logger.info ((persona_report % (persona.name, success_persona, fail_persona))) \\nelse : \\n          ...\\n\\n    \\n    \\n\\n    Fix the buggy line: logger.warn ((persona_report % (persona.name, success_persona, fail_total)))\",\"targets\":\"logger.warn ((persona_report % (persona.name, success_persona, fail_persona)))\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ lower_builtin ('*=', types.List, types.Integer) \\ndef list_mul_inplace(context, builder, sig, args) : \\n    inst = ListInstance (context, builder, sig.args [0], args [0]) \\n    src_size = inst.size \\n    mult = args [1] \\n    zero = ir.Constant (context.type, 0) \\n    mult = builder.select (cgutils.is_neg_int (builder, mult), zero, mult) \\n    nitems = builder.mul (mult, src_size) \\n    inst.resize (nitems) \\n    with cgutils.for_range_slice (builder, src_size, nitems, src_size, inc = True) as (dest_offset, _) : \\n        with cgutils.for_range (builder, src_size) as loop : \\n            value = inst.getitem (loop.index) \\n            inst.setitem (builder.add (loop.index, dest_offset), value) \\nreturn impl_ret_borrowed (context, builder, sig.return_type, inst.value) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_default_language_descriptor_with_callable(self) : \\n    m = DefaultLanguageFieldModelWithCallable () \\n    self.assertEqual (m.lang, 'fr') \\n    self.assertEqual (m.default_language, 'fr') \\n    m.title_fr = 'Bonjour' \\n    m.title_en = 'Hello' \\n    m.save () \\n    self.assertEqual (m.cached_translations_count, 2) \\n    translation.activate ('it') \\n    self.assertEqual (<MASK>.title, 'Bonjour') \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"m\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, * args, **kwargs) : \\n    super (UnknownDeploymentInputError, self).__init__ (400, UnknownDeploymentInputError.ERROR_CODE, * args, ** args) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __panes_rec(self) : \\n    if ((self.__vert_split_pos is None) and (self.__horz_split_pos is None)) : \\n        return b'' \\nif (self.__vert_split_pos is None) : \\n        self.__vert_split_pos = 0 \\nif (self.__horz_split_pos is None) : \\n        self.__horz_split_pos = 0 \\nif self.__panes_frozen : \\n        if (self.__vert_split_first_visible is None) : \\n            self.__vert_split_first_visible = self.__vert_split_pos \\nif (self.__horz_split_first_visible is None) : \\n            self.__horz_split_first_visible = self.__horz_split_pos \\nelse : \\n        if (self.__vert_split_first_visible is None) : \\n            self.__vert_split_first_visible = 0 \\nif (self.__horz_split_first_visible is None) : \\n            self.__horz_split_first_visible = 0 \\nself.__horz_split_pos = ((20 * self.__horz_split_pos) + 255) \\n        self.__vert_split_pos = int (((113.879 * self.__vert_split_pos) + 390)) \\nif ((self.__vert_split_pos > 0) and (self.__horz_split_pos > 0)) : \\n        self.__split_active_pane = 0 \\nelse : \\n        if ((self.__vert_split_pos > 0) and (<MASK>.__horz_split_pos == 0)) : \\n            self.__split_active_pane = 1 \\nelse : \\n            if ((self.__vert_split_pos == 0) and (self.__horz_split_pos > 0)) : \\n                self.__split_active_pane = 2 \\nelse : \\n                self.__split_active_pane = 3 \\nresult = BIFFRecords.PanesRecord (self.__vert_split_pos, self.__horz_split_pos, self.__horz_split_first_visible, self.__vert_split_first_visible, self.__split_active_pane).get () \\n    return result \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: result, self\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ defer.inlineCallbacks \\ndef reserveFailed(self, header, connection_id, connection_states, err) : \\n    log.msg ('', system = LOG_SYSTEM) \\n    log.msg (('reserveFailed from %s. Connection ID: %s. Error: %s' % (header.provider_nsa, connection_id, connection_id)), system = LOG_SYSTEM) \\n    if (not (header.correlation_id in self.reservations)) : \\n        msg = ('Unrecognized correlation id %s in reserveFailed. Connection ID %s. NSA %s' % (header.correlation_id, connection_id, header.provider_nsa)) \\n        log.msg (msg, system = LOG_SYSTEM) \\n        raise error.ConnectionNonExistentError (msg) \\norg_provider_nsa = self.reservations [header.correlation_id] ['provider_nsa'] \\n    if (header.provider_nsa != org_provider_nsa) : \\n        log.msg (('Provider NSA in header %s for reserveFailed does not match saved identity %s' % (header.provider_nsa, org_provider_nsa)), system = LOG_SYSTEM) \\n        raise error.SecurityError ('Provider NSA for connection does not match saved identity') \\nresv_info = self.reservations.pop (header.correlation_id) \\n    service_connection_key = resv_info ['service_connection_id'] \\n    conn = (yield self.getConnectionByKey (service_connection_key)) \\n    if (conn.reservation_state != state.RESERVE_FAILED) : \\n        (yield state.reserveFailed (conn)) \\nheader = nsa.NSIHeader (conn.requester_nsa, self.nsa_.urn ()) \\n    self.parent_requester.reserveFailed (header, conn.connection_id, connection_states, err) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __delitem__(self, key) : \\n    return self._meta.__delitem__ (self) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def reboot_node(self, node) : \\n    '\\n        Reboot the node by passing in the node object\\n        ' \\n    params = { \\n        'Action' : 'RebootInstances', \\n} \\n    params.update (self._pathlist ('InstanceId', [<MASK>.id])) \\n    res = self.connection.request ('\\/', params = params).object \\n    return self._get_boolean (res) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"node\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def handle_starttag(self, tag, attrs) : \\n    if (tag == 'meta') : \\n        http_equiv = content = None \\n        for (k, v) in attrs : \\n            if (k == 'http-equiv') : \\n                http_equiv = string.lower (v) \\nelse : \\n                if (k == 'content') : \\n                    content = self \\nif ((http_equiv == 'content-type') and content) : \\n            header = mimetools.Message (StringIO.StringIO (('%s: %s\\n\\n' % (http_equiv, content)))) \\n            encoding = header.getparam ('charset') \\n            if encoding : \\n                self.encoding = encoding \\nif (tag in AUTOCLOSE) : \\n        if (self.__stack and (self.__stack [(- 1)] == tag)) : \\n            self.handle_endtag (tag) \\nself.__stack.append (tag) \\n    attrib = { \\n        \\n} \\n    if attrs : \\n        for (k, v) in attrs : \\n            attrib [string.lower (k)] = v \\nself.__builder.start (tag, attrib) \\n    if (tag in IGNOREEND) : \\n        self.__stack.pop () \\n        self.__builder.end (tag) \\n\\n    \\n    \\n\\n    Fix the buggy line: content = self\",\"targets\":\"content = v\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, name, has_suffix, find_fn) : \\n    self.name = name \\n    self.has_suffix = has_suffix \\n    self.find_from_list = <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: name, has_suffix, self, find_fn\",\"targets\":\"find_fn\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def build_params_dict(entity_name, config_params_key, additional_params = None) : \\n    ' Returns a dictionary of parameters to use when rendering CloudFormation\\n    templates or user data scripts from template.\\n\\n    Parameter sources include gonzo defined defaults, cloud configuration and\\n    a comma separated key value command line argument. They get overridden in\\n    that order. ' \\n    params = { \\n        'hostname' : entity_name, \\n        'stackname' : entity_name, \\n        'domain' : config.get_cloud () ['DNS_ZONE'], \\n        'fqdn' : ('%s.%s' % (entity_name, config.get_cloud () ['DNS_ZONE'])), \\n} \\n    if (config_params_key in config.get_cloud ()) : \\n        params.update (config.get_cloud () [config_params_key]) \\nif (<MASK> is not None) : \\n        params.update (additional_params) \\nreturn params \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"additional_params\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def byref_at(obj, offset, _byref = byref, _c_void_p_from_address = c_void_p.from_address, _byref_pointer_offset = _calc_offset ()) : \\n    \\\"byref_at(cobj, offset) behaves similar this C code:\\n\\n        (((char *)&obj) + offset)\\n\\n    In other words, the returned 'pointer' points to the address of\\n    'cobj' + 'offset'.  'offset' is in units of bytes.\\n    \\\" \\n    ref = _byref (obj) \\n    _c_void_p_from_address ((id (ref) + _byref_pointer_offset)).value += offset \\n    return <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: _byref_pointer_offset, _c_void_p_from_address, offset, _byref, ref, obj\",\"targets\":\"ref\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ _auth_return_future \\ndef friendfeed_request(self, path, callback, access_token = None, post_args = None, **args) : \\n    'Fetches the given relative API path, e.g., \\\"\\/bret\\/friends\\\"\\n\\n        If the request is a POST, ``post_args`` should be provided. Query\\n        string arguments should be given as keyword arguments.\\n\\n        All the FriendFeed methods are documented at\\n        http:\\/\\/friendfeed.com\\/api\\/documentation.\\n\\n        Many methods require an OAuth access token which you can\\n        obtain through `~OAuthMixin.authorize_redirect` and\\n        `~OAuthMixin.get_authenticated_user`. The user returned\\n        through that process includes an ``access_token`` attribute that\\n        can be used to make authenticated requests via this\\n        method.\\n\\n        Example usage::\\n\\n            class MainHandler(tornado.web.RequestHandler,\\n                              tornado.auth.FriendFeedMixin):\\n                @tornado.web.authenticated\\n                @tornado.web.asynchronous\\n                @tornado.gen.coroutine\\n                def get(self):\\n                    new_entry = yield self.friendfeed_request(\\n                        \\\"\\/entry\\\",\\n                        post_args={\\\"body\\\": \\\"Testing Tornado Web Server\\\"},\\n                        access_token=self.current_user[\\\"access_token\\\"])\\n\\n                    if not new_entry:\\n                        # Call failed; perhaps missing permission?\\n                        yield self.authorize_redirect()\\n                        return\\n                    self.finish(\\\"Posted a message!\\\")\\n\\n        ' \\n    url = ('http:\\/\\/friendfeed-api.com\\/v2' + path) \\n    if access_token : \\n        all_args = { \\n            \\n} \\n        all_args.update (args) \\n        all_args.update ((post_args or { \\n            \\n})) \\n        method = ('POST' if (post_args is not None) else 'GET') \\n        oauth = self._oauth_request_parameters (url, access_token, all_args, method = method) \\n        args.update (oauth) \\nif args : \\n        url += ('?' + urllib_parse.urlencode (args)) \\ncallback =...\\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"post_args\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef metadata(cls, topics) : \\n    return ConsumerProtocolMemberMetadata (<MASK>.version, list (topics), b'') \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"cls\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __eq__(self, other) : \\n    'Equality' \\n    try : \\n        return ((self.uri == other.uri) and (self.apiname == self.apiname)) \\nexcept Exception : \\n        return False \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, inferType, priorDict = None) : \\n    if (inferType == 'EM') : \\n        raise ValueError ('EM not supported for DPMixModel') \\nself.inferType = inferType \\n    if (priorDict is None) : \\n        self.alpha0 = 1.0 \\n        self.alpha1 = 1.0 \\n        self.truncType = 'z' \\nelse : \\n        self.set_prior (<MASK>) \\nself.K = 0 \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: priorDict, inferType, self\",\"targets\":\"priorDict\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, initial_clock = 0, comparer = None) : \\n    'Creates a new virtual time scheduler with the specified initial\\n        clock value and absolute time comparer.\\n\\n        Keyword arguments:\\n        initial_clock -- Initial value for the clock.\\n        comparer -- Comparer to determine causality of events based on absolute\\n            time.' \\n    self.clock = self \\n    self.comparer = comparer \\n    self.is_enabled = False \\n    self.queue = PriorityQueue (1024) \\n    super (VirtualTimeScheduler, self).__init__ () \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ pytest.mark.network \\ndef test_no_extras_uninstall(script) : \\n    '\\n    No extras dependency gets uninstalled when the root package is uninstalled\\n    ' \\n    result = script.pip ('install', 'Paste[openid]==1.7.5.1', expect_stderr = True) \\n    assert (join (result.site_packages, 'paste') in result.files_created), sorted (result.files_created.keys ()) \\n    assert (join (script.site_packages, 'openid') in result.files_created), sorted (result.files_created.keys ()) \\n    result2 = script.pip ('uninstall', 'Paste', '-y') \\n    initools_folder = (script.site_packages \\/ 'openid') \\n    assert (initools_folder not in result2.files_deleted), result.files_deleted \\n\\n    \\n    \\n\\n    Fix the buggy line: assert (join (result.site_packages, 'paste') in result.files_created), sorted (result.files_created.keys ())\",\"targets\":\"assert (join (script.site_packages, 'paste') in result.files_created), sorted (result.files_created.keys ())\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_action_vol(self) : \\n    tenant = fakes.tenants ['foo'] \\n    app = self.get_app () \\n    for action in ('online', 'offline', 'backup', 'snapshot', 'resize') : \\n        headers = { \\n            'Category' : ('%s;scheme=\\\"http:\\/\\/schemas.ogf.org\\/occi\\/infrastructure\\/storage\\/action#\\\";class=\\\"action\\\"' % <MASK>), \\n} \\n        for vol in fakes.volumes [tenant ['id']] : \\n            req = self._build_req (('\\/storage\\/%s?action=%s' % (vol ['id'], action)), tenant ['id'], method = 'POST', headers = headers) \\n            resp = req.get_response (app) \\n            self.assertDefaults (resp) \\n            self.assertEqual (501, resp.status_code) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"action\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _sf(self, x, n, p) : \\n    k = floor (x) \\n    return special.bdtrc (x, n, p) \\n\\n    \\n    \\n\\n    Fix the buggy line: return special.bdtrc (x, n, p)\",\"targets\":\"return special.bdtrc (k, n, p)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock_streams ('stdout') \\ndef test_puts_without_prefix() : \\n    \\\"\\n    puts() shouldn't prefix output with env.host_string if show_prefix is False\\n    \\\" \\n    s = 'my output' \\n    h = 'localhost' \\n    puts (<MASK>, show_prefix = False) \\n    eq_ (sys.stdout.getvalue (), ('%s' % (s + '\\n'))) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"s\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def train_model(dataset) : \\n    X = T.tensor4 () \\n    Y = T.lvector () \\n    layers = [] \\n    layers.append (ConvPoolLayer (input = X, input_shape = (1, 28, 28), filter_shape = (32, 1, 5, 5), pool_shape = (2, 2), active_func = actfuncs.tanh)) \\n    layers.append (ConvPoolLayer (input = layers [(- 1)].output, input_shape = layers [(- 1)].output_shape, filter_shape = (64, 32, 5, 5), pool_shape = (2, 2), active_func = actfuncs.tanh, flatten = True)) \\n    layers.append (FullConnLayer (input = layers [(- 1)].output, input_shape = layers [(- 1)].output_shape, output_shape = 512, active_func = actfuncs.tanh)) \\n    layers.append (FullConnLayer (input = layers [(- 1)].output, input_shape = layers [(- 1)].output_shape, output_shape = 10, active_func = actfuncs.softmax)) \\n    model = NeuralNet (layers, X, layers [(- 1)].output) \\n    model.target = Y \\n    model.cost = costfuncs.neglog (layers [(- 1)].output, Y) \\n    model.error = costfuncs.miscls_rate (layers [(- 1)].output, Y) \\n    sgd.train (<MASK>, dataset, lr = 0.1, momentum = 0.9, batch_size = 500, n_epochs = 200, lr_decr = 1.0) \\n    return model \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"model\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_random_hasher_sparse_data() : \\n    (X, y) = datasets.make_multilabel_classification (random_state = 0) \\n    hasher = RandomTreesEmbedding (n_estimators = 30, random_state = 1) \\n    X_transformed = hasher.fit_transform (X) \\n    X_transformed_sparse = hasher.fit_transform (csc_matrix (<MASK>)) \\n    assert_array_equal (X_transformed_sparse.toarray (), X_transformed.toarray ()) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"X\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ cache_page ((60 * 15)) \\ndef opensearch_suggestions(request) : \\n    'A simple search view that returns OpenSearch suggestions.' \\n    content_type = 'application\\/x-suggestions+json' \\n    search_form = SimpleSearchForm (request.GET, auto_id = False) \\n    if (not search_form.is_valid ()) : \\n        return HttpResponseBadRequest (content_type = content_type) \\ncleaned = search_form.cleaned_data \\n    language = locale_or_default ((cleaned ['language'] or request.LANGUAGE_CODE)) \\n    searcher = generate_simple_search (search_form, language, with_highlights = False) \\n    searcher = searcher.values_dict ('document_title', 'question_title', 'url') \\n    results = searcher [: 10] \\n    def urlize(r) : \\n        return ('%s:\\/\\/%s%s' % (('https' if request.is_secure () else 'http'), request.get_host (), r ['url'] [0])) \\ndef titleize(r) : \\n        return r.get ('document_title', r.get ('question_title', [_ ('No title')])) [0] \\ntry : \\n        data = [cleaned ['q'], [titleize (r) for r in results], [], [urlize (r) for r in results]] \\nexcept ES_EXCEPTIONS : \\n        data = [] \\nreturn HttpResponse (json.dumps (<MASK>), content_type = content_type) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: searcher, search_form, request, cleaned, results, urlize, data, content_type, titleize, r, language\",\"targets\":\"data\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef from_dict(domain_specific_properties_dict) : \\n    if (not domain_specific_properties_dict) : \\n        return None \\nxsi_type = domain_specific_properties_dict.get ('xsi:type') \\n    if (not xsi_type) : \\n        raise ValueError ('dictionary does not have xsi:type key') \\nklass_name = xsi_type.split (':') [1].rstrip ('Type') \\n    klass = globals () [klass_name] \\n    dom_obj = klass.from_dict (domain_specific_properties_dict) \\n    return <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"dom_obj\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def print_list() : \\n    parsed = config.reconfig (parser) \\n    driver = nodelib.get_driver (parsed.secret_key, <MASK>.userid, parsed.provider) \\n    [print (('%s %s' % (n.name, n.public_ips))) for n in nodelib.list_nodes (driver)] \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: driver, n, parsed\",\"targets\":\"parsed\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_sha1_invalid_match(self) : \\n    creds = 'sha1:salt$deadbabedeadbabedeadbabec0ffeebadc0ffeee' \\n    match = self.auth_encoder.match ('keystring', <MASK>) \\n    self.assertEqual (match, False) \\n    creds = 'sha1:salt$d50dc700c296e23ce5b41f7431a0e01f69010f06' \\n    match = self.auth_encoder.match ('keystring2', creds) \\n    self.assertEqual (match, False) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, match, creds\",\"targets\":\"creds\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def cache(f, * args, **kwargs) : \\n    result = f (* args, cache = False, ** kwargs) \\n    key = api.cache.get_mongo_key (f, * <MASK>, ** kwargs) \\n    api.cache.set (key, result) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: key, f, kwargs, args, result\",\"targets\":\"args\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _real_extract(self, url) : \\n    mobj = re.match (self._VALID_URL, url) \\n    video_id = mobj.group ('id') \\n    page = self._download_webpage (url, video_id) \\n    title = self._og_search_title (page) \\n    description = self._og_search_description (page) \\n    thumbnail = self._og_search_thumbnail (page) \\n    duration = self._html_search_meta ('video:duration', page, 'duration', fatal = False) \\n    view_count = self._og_search_property ('count', page, fatal = False) \\n    uploader = self._html_search_regex ('<div>by&nbsp;<a href=\\\"[^\\\"]+\\\" class=\\\"purple\\\">([^<]+)<\\/a><\\/div>', page, 'uploader', fatal = False) \\n    formats = [{ \\n        'url' : ('http:\\/\\/media0-eu-nl.musicplayon.com\\/stream-mobile?id=%s&type=.mp4' % video_id), \\n        'ext' : 'mp4', \\n}] \\n    manifest = self._download_webpage (('http:\\/\\/en.musicplayon.com\\/manifest.m3u8?v=%s' % video_id), video_id, 'Downloading manifest') \\n    for entry in manifest.split ('#') [1 :] : \\n        if entry.startswith ('EXT-X-STREAM-INF:') : \\n            (meta, url, _) = entry.split ('\\n') \\n            params = dict ((param.split ('=') for param in meta.split (',') [1 :])) \\n            formats.append ({ \\n                'url' : url, \\n                'ext' : 'mp4', \\n                'tbr' : int (params ['BANDWIDTH']), \\n                'width' : int (params ['RESOLUTION'].split ('x') [1]), \\n                'height' : int (params ['RESOLUTION'].split ('x') [(- 1)]), \\n                'format_note' : params ['NAME'].replace ('\\\"', '').strip (), \\n}) \\nreturn { \\n        'id' : video_id, \\n        'title' : title, \\n        'description' : param, \\n        'thumbnail' : thumbnail, \\n        'uploader' : uploader, \\n        'duration' : int_or_none (duration), \\n        'view_count' : int_or_none (view_count), \\n        'formats' : formats, \\n} \\n\\n    \\n    \\n\\n    Fix the buggy line: 'description' : param ,\",\"targets\":\"'description' : description ,\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ functools.wraps (_original_methods ['remove']) \\ndef _remove(collection_self, spec_or_id, safe = None, **kwargs) : \\n    start_time = time.time () \\n    result = _original_methods ['remove'] (collection_self, spec_or_id, ** kwargs) \\n    total_time = ((time.time () - start_time) * 1000) \\n    __traceback_hide__ = True \\n    (stack_trace, internal) = _tidy_stacktrace () \\n    removes.append ({ \\n        'spec_or_id' : spec_or_id, \\n        'time' : total_time, \\n        '   ' : stack_trace, \\n        'size' : (response_sizes [(- 1)] if response_sizes else 0), \\n        'internal' : internal, \\n}) \\n    return result \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def communicate(input, coro = None) : \\n    if (platform.system () == 'Windows') : \\n        pipe = asyncoro.asyncfile.Popen (['\\\\\\\\cygwin64\\\\\\\\bin\\\\\\\\sha1sum.exe'], stdin = subprocess.PIPE, stdout = subprocess.PIPE) \\nelse : \\n        pipe = subprocess.Popen (['sha1sum'], stdin = subprocess.PIPE, stdout = subprocess.PIPE) \\nasync_pipe = asyncoro.asyncfile.AsyncPipe (pipe) \\n    input = open (stdout) \\n    (stdout, stderr) = (yield async_pipe.communicate (input)) \\n    print (('communicate sha1sum: %s' % stdout)) \\n\\n    \\n    \\n\\n    Fix the buggy line: input = open (stdout)\",\"targets\":\"input = open (input)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _write_hdf(self, h5, name = None) : \\n    if (name is None) : \\n        name = self.name \\ndgrp = h5.require_group ('\\/data') \\n    if ((name in dgrp) and (('__%s' % _hash (dgrp [name].value) [: 16]) == name)) : \\n        return h5.get (('\\/data\\/%s' % name)) \\nnode = _hdf_write (h5, <MASK>.data, name = name) \\n    node.attrs ['subject'] = self.subject \\n    return node \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: h5, dgrp, name, node, self\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, lang_vars = PunktLanguageVars (), token_cls = PunktToken, params = PunktParameters ()) : \\n    self._params = <MASK> \\n    self._lang_vars = lang_vars \\n    self._Token = token_cls \\n    'The collection of parameters that determines the behavior\\n        of the punkt tokenizer.' \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: lang_vars, token_cls, self, params\",\"targets\":\"params\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _parsed(self, path) : \\n    doc = self._fetch (path) \\n    return _parse (<MASK>.documentElement) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"doc\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def add_options(self, parser) : \\n    \\\"Add plugin's options to yolk\\\" \\n    parser.add_option (('--%s' % self.name), action = 'store_true', dest = self.enable_opt, help = ('Show which packages are installed via the ' + (' %s package manager. Use with -l' % parser.name))) \\n\\n    \\n    \\n\\n    Fix the buggy line: parser.add_option (('--%s' % self.name), action = 'store_true', dest = self.enable_opt, help = ('Show which packages are installed via the ' + (' %s package manager. Use with -l' % parser.name)))\",\"targets\":\"parser.add_option (('--%s' % self.name), action = 'store_true', dest = self.enable_opt, help = ('Show which packages are installed via the ' + (' %s package manager. Use with -l' % self.name)))\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self) : \\n    (masterfd, slavefd) = os.openpty () \\n    pid = os.fork () \\n    if pid : \\n        os.close (masterfd) \\n        self._fo = os.fdopen (slavefd, 'w+', 0) \\nelse : \\n        os.close (slavefd) \\n        os.execlp ('urxvt', 'urxvt', '-pty-fd', str (masterfd)) \\nself.mode = 'rw' \\n    self.closed = 0 \\n    self.softspace = 0 \\n    self.read = self._fo.read \\n    self.readline = self._fo.readline \\n    self.readlines = slavefd._fo.readlines \\n    self.write = self._fo.write \\n    self.flush = self._fo.flush \\n    self.writelines = self._fo.writelines \\n\\n    \\n    \\n\\n    Fix the buggy line: self.readlines = slavefd._fo.readlines\",\"targets\":\"self.readlines = self._fo.readlines\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef _simple_select_one_txn(txn, table, keyvalues, retcols, allow_none = False) : \\n    select_sql = ('SELECT %s FROM %s WHERE %s' % (', '.join (retcols), table, ' AND '.join ((('%s = ?' % (k,)) for k in keyvalues)))) \\n    txn.execute (select_sql, keyvalues.values ()) \\n    row = txn.fetchone () \\n    if (not row) : \\n        if allow_none : \\n            return None \\nraise StoreError (404, 'No row found') \\nif (txn.rowcount > 1) : \\n        raise StoreError (500, 'More than one row matched') \\nreturn dict (zip (select_sql, row)) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _test_get_current_ledger_transactions(self, tester_fn) : \\n    tester_fn (self.transactions) \\n    date = datetime.utcnow () \\n    (report, _) = self.create_report ([StockTransactionHelper (case_id = 'c1', section_id = 's1', product_id = 'p1', action = 'soh', quantity = 864)], date = date) \\n    self._create_models_for_stock_report_helper (self.form, date) \\n    (report, _) = self.create_report ([StockTransactionHelper (case_id = 'c1', section_id = 's1', product_id = 'p1', action = 'soh', quantity = 1)], date = date) \\n    self._create_models_for_stock_report_helper (self.form, report) \\n    new_trans = self.transactions.copy () \\n    new_trans ['c1'] ['s1'] ['p1'] = 1 \\n    tester_fn (new_trans) \\n\\n    \\n    \\n\\n    Fix the buggy line: self._create_models_for_stock_report_helper (self.form, date)\",\"targets\":\"self._create_models_for_stock_report_helper (self.form, report)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, path) : \\n    self._load (self) \\n\\n    \\n    \\n\\n    Fix the buggy line: self._load (self)\",\"targets\":\"self._load (path)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def do(self, workflow_dict) : \\n    context_dict = ({ \\n        'CONFIGFILE' : True, \\n        'IS_HA' : workflow_dict ['databaseinfra'].plan.is_ha, \\n},) \\n    ret_script = run_vm_script (workflow_dict = workflow_dict, context_dict = context_dict, script = context_dict ['cloudstackpack'].script) \\n    return ret_script \\n\\n    \\n    \\n\\n    Fix the buggy line: ret_script = run_vm_script (workflow_dict = workflow_dict, context_dict = context_dict, script = context_dict ['cloudstackpack'].script)\",\"targets\":\"ret_script = run_vm_script (workflow_dict = workflow_dict, context_dict = context_dict, script = workflow_dict ['cloudstackpack'].script)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def before_delete(self, mapper, connection, instance) : \\n    connection.execute (instance.__history_table__.delete (get_history_where (<MASK>))) \\n    return EXT_CONTINUE \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"instance\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ wait \\ndef wait_for_text(self, selector, text) : \\n    return (selector in self.find (selector).text) \\n\\n    \\n    \\n\\n    Fix the buggy line: return (selector in self.find (selector).text)\",\"targets\":\"return (text in self.find (selector).text)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _run_solout_break_test(self, integrator) : \\n    ts = [] \\n    ys = [] \\n    t0 = 0.0 \\n    tend = 20.0 \\n    y0 = [0.0] \\n    def solout(t, y) : \\n        ts.append (t) \\n        ys.append (y.copy ()) \\n        if (t > (tend \\/ 2.0)) : \\n            return (- 1) \\ndef rhs(t, y) : \\n        return [(1.0 \\/ ((t - 10.0) - 1j))] \\nig = complex_ode (rhs).set_integrator (integrator) \\n    ig.set_solout (solout) \\n    ig.set_initial_value (y0, t0) \\n    ret = ig.integrate (tend) \\n    assert_array_equal (ys [0], y0) \\n    assert_array_equal (ys [(- 1)], ret) \\n    assert_equal (ts [0], t0) \\n    assert_ ((ts [(- 1)] > (tend \\/ 2.0))) \\n    assert_ ((ts [(- 1)] < tend)) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _setup_cxxcompiler(ctx, cxx_type) : \\n    old_env = ctx.env \\n    ctx.env = Environment () \\n    sys.path.insert (0, os.path.dirname (yaku.tools.__file__)) \\n    try : \\n        mod = __import__ (cxx_env) \\n        mod.setup (ctx) \\n        cxx_env = ctx.env \\nfinally : \\n        sys.path.pop (0) \\n        ctx.env = old_env \\nfor k in ['CXX', 'CXXFLAGS', 'CXX_TGT_F', 'CXX_SRC_F', 'CXXSHLINK'] : \\n        ctx.env [('PYEXT_%s' % k)] = cxx_env [k] \\n\\n    \\n    \\n\\n    Fix the buggy line: mod = __import__ (cxx_env)\",\"targets\":\"mod = __import__ (cxx_type)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, * args, **kargs) : \\n    super (BasicComponent, self).__init__ (* <MASK>, ** kargs) \\n    trace_fn = tr.trace_filename (self.get_option ('trace_dir'), 'created') \\n    self.tracewriter = tr.TraceWriter (trace_fn, break_if_there = False) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: trace_fn, self, args, kargs\",\"targets\":\"args\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mutator \\ndef gaussian_mutation(random, candidate, args) : \\n    \\\"Return the mutants created by Gaussian mutation on the candidates.\\n\\n    This function performs Gaussian mutation. This function  \\n    makes use of the bounder function as specified in the EC's \\n    ``evolve`` method.\\n\\n    .. Arguments:\\n       random -- the random number generator object\\n       candidate -- the candidate solution\\n       args -- a dictionary of keyword arguments\\n\\n    Optional keyword arguments in args:\\n    \\n    - *mutation_rate* -- the rate at which mutation is performed (default 0.1)\\n    - *gaussian_mean* -- the mean used in the Gaussian function (default 0)\\n    - *gaussian_stdev* -- the standard deviation used in the Gaussian function\\n      (default 1)\\n      \\n    The mutation rate is applied on an element by element basis.\\n    \\n    \\\" \\n    mut_rate = args.setdefault ('mutation_rate', 0.1) \\n    mean = args.setdefault ('gaussian_mean', 0.0) \\n    stdev = args.setdefault ('gaussian_stdev', 1.0) \\n    bounder = args ['_ec'].bounder \\n    mutant = copy.copy (candidate) \\n    for (i, m) in enumerate (mutant) : \\n        if (random.random () < mut_rate) : \\n            mutant [i] += random.gauss (mean, <MASK>) \\nmutant = bounder (mutant, args) \\n    return mutant \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: mutant, bounder, mean, m, mut_rate, i, candidate, random, stdev, args\",\"targets\":\"stdev\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ handle_response_format \\n@ treeio_login_required \\ndef watchlist(request, response_format = 'html') : \\n    'Displays all objects a User is subscribed to' \\n    profile = profile.user.profile \\n    watchlist = profile.subscriptions.all () \\n    context = { \\n        'profile' : profile, \\n        'watchlist' : watchlist, \\n} \\n    return render_to_response ('account\\/watchlist', context, context_instance = RequestContext (request), response_format = response_format) \\n\\n    \\n    \\n\\n    Fix the buggy line: profile = profile.user.profile\",\"targets\":\"profile = request.user.profile\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock_ec2 \\ndef test_eip_associate_invalid_args() : \\n    'Associate EIP, invalid args ' \\n    conn = boto.connect_ec2 ('the_key', 'the_secret') \\n    reservation = conn.run_instances ('ami-1234abcd') \\n    instance = reservation.instances [0] \\n    eip = conn.allocate_address () \\n    with assert_raises (EC2ResponseError) as cm : \\n        conn.associate_address (instance_id = instance.id) \\ncm.exception.code.should.equal ('MissingParameter') \\n    cm.exception.status.should.equal (400) \\n    cm.exception.request_id.should_not.be.none \\n    instance.terminate () \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, varname, image = None, iconsize = None, shadow = None, shadowsize = None, iconanchor = None, infowindowanchor = None) : \\n    self.varname = varname \\n    self.image = image \\n    self.iconsize = <MASK> \\n    self.shadow = shadow \\n    self.shadowsize = shadowsize \\n    self.iconanchor = iconanchor \\n    self.infowindowanchor = infowindowanchor \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"iconsize\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def Copy(self, to_attribute, from_fd, from_attribute) : \\n    values = from_fd.GetValuesForAttribute (from_attribute) \\n    for v in values : \\n        self.AddAttribute (to_attribute, v, age = v.age) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef str_POST(self) : \\n    clength = self.environ.get ('CONTENT_LENGTH') \\n    try : \\n        return super (WMRequest, self).str_POST \\nfinally : \\n        self.environ ['CONTENT_LENGTH'] = <MASK> \\n        self._seek_input () \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"clength\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ patch ('koi.configure.open', create = True) \\ndef test_define_options(mock_open) : \\n    conf = \\\"\\n    server = 'localhost'\\n    port = 8000\\n    version = '0.1.1'\\n    log_file_prefix = 'mylog'\\n    \\\" \\n    file_handle = conf.return_value.__enter__.return_value \\n    file_handle.read = Mock (return_value = dedent (conf).strip ()) \\n    define_options (None) \\n    assert (options.server == 'localhost') \\n    assert (options.port == 8000) \\n    assert (options.version == '0.1.1') \\n    assert (options.log_file_prefix == 'mylog') \\n\\n    \\n    \\n\\n    Fix the buggy line: file_handle = conf.return_value.__enter__.return_value\",\"targets\":\"file_handle = mock_open.return_value.__enter__.return_value\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, code, content) : \\n    msg_list = ['{} (code: {}): {}'.format (error, val ['code'], val ['error']) for (error, val) in six.iteritems (content)] \\n    messages = ([code] + self) \\n    messages = '\\n'.join (messages) \\n    super (ValidationError, self).__init__ (code, messages) \\n\\n    \\n    \\n\\n    Fix the buggy line: messages = ([code] + self)\",\"targets\":\"messages = ([code] + msg_list)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ periodic (second = '46') \\ndef heroku_is_up(self) : \\n    try : \\n        r = requests.get ('https:\\/\\/status.heroku.com\\/api\\/v3\\/current-status') \\n        last_status = self.load ('last_heroku_status') \\n        if (<MASK> and (r.json () ['status'] != last_status)) : \\n            if (r.json () ['status'] ['Production'] != 'green') : \\n                self.say (('FYI everyone, heroku is having trouble: %s. \\n http:\\/\\/status.heroku.com' % r.json () ['issues'] [0] ['title'])) \\nelse : \\n                self.say (\\\"Looks like heroku's back up!\\\") \\nself.save ('last_heroku_status', r.json () ['status']) \\nexcept : \\n        pass \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"last_status\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _appendRow(self, row, index) : \\n    '\\n        Append the `index`-th row in `self._testAData` to `row`.\\n\\n        Values are set field-by-field (be it nested or not).\\n        ' \\n    record = self._testAData [index] \\n    for fieldName in self._testAData.dtype.names : \\n        row [fieldName] = row [fieldName] \\nrow.append () \\n\\n    \\n    \\n\\n    Fix the buggy line: row [fieldName] = row [fieldName]\",\"targets\":\"row [fieldName] = record [fieldName]\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _parse_response(self, file, sock, encoding) : \\n    (p, u) = self.getparser (<MASK>) \\n    while 1 : \\n        if sock : \\n            response = sock.recv (1024) \\nelse : \\n            response = file.read (1024) \\nif (not response) : \\n            break \\nif self.verbose : \\n            print ('body:', repr (response)) \\np.feed (response) \\nfile.close () \\n    p.close () \\n    return u.close () \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: u, response, encoding, self, sock, file, p\",\"targets\":\"encoding\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, fn, t, pos) : \\n    self.fn = fn \\n    self.t = fn \\n    self.pos = pos \\n\\n    \\n    \\n\\n    Fix the buggy line: self.t = fn\",\"targets\":\"self.t = t\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, id, schedule, job_specification, display_name = None, metadata = None) : \\n    self.id = id \\n    self.display_name = display_name \\n    self.schedule = id \\n    self.job_specification = job_specification \\n    self.metadata = metadata \\n\\n    \\n    \\n\\n    Fix the buggy line: self.schedule = id\",\"targets\":\"self.schedule = schedule\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock_ec2 \\n@ mock_elb \\ndef test_register_instances_boto3() : \\n    ec2 = boto3.resource ('ec2', region_name = 'us-east-1') \\n    response = ec2.create_instances (ImageId = 'ami-1234abcd', MinCount = 2, MaxCount = 2) \\n    instance_id1 = response [0].id \\n    instance_id2 = response [1].id \\n    client = boto3.client ('elb', region_name = 'us-east-1') \\n    client.create_load_balancer (LoadBalancerName = 'my-lb', Listeners = [{ \\n        'Protocol' : 'http', \\n        'LoadBalancerPort' : 80, \\n        'InstancePort' : 8080, \\n}], AvailabilityZones = ['us-east-1a', 'us-east-1b']) \\n    client.register_instances_with_load_balancer (LoadBalancerName = 'my-lb', Instances = [{ \\n        'InstanceId' : instance_id1, \\n}, { \\n        'InstanceId' : instance_id2, \\n}]) \\n    balancer = client.describe_load_balancers () ['LoadBalancerDescriptions'] [0] \\n    instance_ids = [instance ['InstanceId'] for instance in <MASK> ['Instances']] \\n    set (instance_ids).should.equal (set ([instance_id1, instance_id2])) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: client, balancer, instance_id1, instance, response, instance_ids, ec2, instance_id2\",\"targets\":\"balancer\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, backend) : \\n    msg = ('%s backend could not plot supplied object.' % backend) \\n    super (BackendError, self).__init__ (msg) \\n    self.backend = <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: backend, self, msg\",\"targets\":\"backend\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def central_diff_weights(Np, ndiv = 1) : \\n    '\\n    Return weights for an Np-point central derivative.\\n\\n    Assumes equally-spaced function points.\\n\\n    If weights are in the vector w, then\\n    derivative is w[0] * f(x-ho*dx) + ... + w[-1] * f(x+h0*dx)\\n\\n    Parameters\\n    ----------\\n    Np : int\\n        Number of points for the central derivative.\\n    ndiv : int, optional\\n        Number of divisions.  Default is 1.\\n\\n    Notes\\n    -----\\n    Can be inaccurate for large number of points.\\n\\n    ' \\n    if (Np < (ndiv + 1)) : \\n        raise ValueError ('Number of points must be at least the derivative order + 1.') \\nif ((Np % 2) == 0) : \\n        raise ValueError ('The number of points must be odd.') \\nfrom scipy import linalg \\n    ho = (Np >> 1) \\n    x = arange ((- ho), (ho + 1.0)) \\n    x = x [:, newaxis] \\n    X = (x ** 0.0) \\n    for k in range (1, Np) : \\n        X = hstack ([X, (x ** k)]) \\nw = (product (arange (1, (ndiv + 1)), axis = 0) * linalg.inv (<MASK>) [ndiv]) \\n    return w \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"X\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, connection = None, config = None, domain_name = '', id = '', last_modified_time = None, status = '') : \\n    self.connection = connection \\n    self.config = config \\n    self.domain_name = domain_name \\n    self.id = id \\n    self.last_modified_time = last_modified_time \\n    self.status = status \\n    self.in_progress_invalidation_batches = 0 \\n    self.active_signers = None \\n    self.etag = None \\n    self._bucket = None \\n    self._object_class = Object \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ test.create_stubs ({ \\n    api.neutron : ('network_update', 'network_get'), \\n}) \\ndef test_network_update_post(self) : \\n    network = self.networks.first () \\n    api.neutron.network_update (IsA (http.HttpRequest), network.id, name = network.name, admin_state_up = network.admin_state_up, shared = network.shared).AndReturn (network) \\n    api.neutron.network_get (IsA (http.HttpRequest), network.id).AndReturn (res) \\n    self.mox.ReplayAll () \\n    form_data = { \\n        'network_id' : network.id, \\n        'shared' : False, \\n        'name' : network.name, \\n        'admin_state' : network.admin_state_up, \\n        'tenant_id' : network.tenant_id, \\n} \\n    url = reverse ('horizon:project:networks:update', args = [network.id]) \\n    res = self.client.post (url, form_data) \\n    self.assertRedirectsNoFollow (res, INDEX_URL) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def run(self, edit) : \\n    bin = Prefs.composerCommand \\n    cmd = 'validate' \\n    args = Prefs.composerValidateExtra \\n    self.go (<MASK>, cmd, args) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"bin\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _make_l2_policy_dict(self, l2p, fields = None) : \\n    res = { \\n        'id' : l2p ['id'], \\n        'tenant_id' : l2p ['tenant_id'], \\n        'name' : l2p ['name'], \\n        'description' : l2p ['description'], \\n        'l3_policy_id' : l2p ['l3_policy_id'], \\n        'inject_default_route' : l2p.get ('inject_default_route', True), \\n        'shared' : l2p.get ('shared', False), \\n} \\n    res ['policy_target_groups'] = [ptg ['id'] for ptg in l2p ['policy_target_groups']] \\n    return self._fields (res, <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"fields\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, configs) : \\n    self.config = { \\n        'base_url' : ['\\/', 'String to append to beginning or URL.'], \\n        'end_url' : ['\\/', 'String to append to end of URL.'], \\n        'html_class' : ['wikilink', 'CSS hook. Leave blank for none.'], \\n        'build_url' : [build_url, 'Callable formats URL from label.'], \\n} \\n    for (key, value) in configs.items () : \\n        self.setConfig (key, key) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.setConfig (key, key)\",\"targets\":\"self.setConfig (key, value)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def get_user_id(self, details, response) : \\n    return <MASK> ['users'] [0] ['user'] ['id'] \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"response\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def expand_link(self, **kwargs) : \\n    'Expands with the given arguments and returns a new\\n        untemplated Link object\\n        ' \\n    props = self.link.props.copy () \\n    del kwargs ['templated'] \\n    return Link (uri = self.expand_uri (** kwargs), properties = props) \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _LoadAll(self) : \\n    Trace (': load refs %s', self._gitdir) \\n    self._phyref = { \\n        \\n} \\n    self._symref = { \\n        \\n} \\n    self._mtime = { \\n        \\n} \\n    self._ReadPackedRefs () \\n    self._ReadLoose ('refs\\/') \\n    self._ReadLoose1 (os.path.join (self._gitdir, HEAD), HEAD) \\n    scan = self._symref \\n    attempts = 0 \\n    while (scan and (attempts < 5)) : \\n        scan_next = { \\n            \\n} \\n        for (name, dest) in scan.items () : \\n            if (dest in self._phyref) : \\n                self._phyref [name] = self._phyref [dest] \\nelse : \\n                scan_next [name] = <MASK> \\nscan = scan_next \\n        attempts += 1 \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: scan, name, dest, scan_next, self, attempts\",\"targets\":\"dest\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ omit_exception \\ndef expire(self, * args, **kwargs) : \\n    return self.client.expire (* args, ** kwargs) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def configure_markup_choices(self, value) : \\n    return [(<MASK>, value [key] ['label']) for key in value.keys ()] \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"key\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def assertCompatibilityNotContains(self, key, data) : \\n    return self.assertNotIn (key, self.extractAvailableChildren (<MASK>)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: key, self, data\",\"targets\":\"data\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ actor \\ndef stress_iter_items_keys_values(sdict) : \\n    it = zip (sdict.iteritems (), sdict.iterkeys (), sdict.itervalues ()) \\n    assert all (((<MASK> [0] == (tup [1], tup [2])) for tup in it)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: it, tup, sdict\",\"targets\":\"tup\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def Fit(self, data = None, resolution_fit_mode = 'gauss', fit_primary = False, return_resolution = False, adjust_wave = 'model', continuum_fit_order = 7, wavelength_fit_order = 3, air_wave = True, fit_source = False, source_fcn = None, source_args = None, source_kwargs = None) : \\n    '\\n        The main fitting function. Before calling this, the user MUST\\n\\n           1 call FitVariable at least once, specifying which variables will be fit\\n           2 Set resolution bounds (any other bounds are optional)\\n\\n        :param data: If given, this should be a DataStructures.xypoint instance\\n                     giving the data you wish to fit. The units of the .x attribute MUST be nanometers!\\n        :param resolution_fit_mode: controls which function is used to estimate the resolution.\\n                                    \\\"SVD\\\" is for singlular value decomposition, while \\\"gauss\\\"\\n                                    is for convolving with a gaussian (and fitting the width\\n                                    of the guassian to give the best fit). I have found the \\\\'gauss\\\\'\\n                                    is best when the telluric lines are pretty weak, such as in much\\n                                    of the optical spectrum. For strong telluric lines, SVD is both\\n                                    faster and more accurate.\\n        :param fit_primary: Deprecated. See fit_source\\n        :param return_resolution:  controls whether the best-fit resolution is returned to the user.\\n                                   One case I have used this for is to fit echelle data of late-type\\n                                   stars by getting all the best-fit parameters from redder orders,\\n                                   and then applying those atmospheric parameters to the rest of the\\n                                   orders.\\n        :param adjust_wave:     Can be set to either \\\\'data\\\\' or \\\\'model\\\\'. To wavelength calibrate the\\n                                data to the telluric lines, set to \\\\'data\\\\'. If you think the...\\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, initial_size = 100) : \\n    c_initial_size = cython.declare (int, <MASK>) \\n    self._queue = ([None] * c_initial_size) \\n    self._start = 0 \\n    self._end = 0 \\n    self._size = c_initial_size \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"initial_size\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _reduce(self, stack, remaining_text, production = None) : \\n    \\\"\\n        Find a CFG production whose right hand side matches the\\n        rightmost stack elements; and combine those stack elements\\n        into a single Tree, with the node specified by the\\n        production's left-hand side.  If more than one CFG production\\n        matches the stack, then use the production that is listed\\n        earliest in the grammar.  The new Tree replaces the\\n        elements in the stack.\\n\\n        :rtype: Production or None\\n        :return: If a reduction is performed, then return the CFG\\n            production that the reduction is based on; otherwise,\\n            return false.\\n        :type stack: list(string and Tree)\\n        :param stack: A list of strings and Trees, encoding\\n            the structure of the text that has been parsed so far.\\n        :type remaining_text: list(str)\\n        :param remaining_text: The portion of the text that is not yet\\n            covered by ``stack``.\\n        \\\" \\n    if (production is None) : \\n        productions = self._grammar.productions () \\nelse : \\n        productions = [production] \\nfor production in productions : \\n        rhslen = len (production.rhs ()) \\n        if self._match_rhs (production.rhs (), stack [(- rhslen) :]) : \\n            tree = Tree (production.lhs ().symbol (), stack [(- rhslen) :]) \\n            stack [(- rhslen) :] = [tree] \\n            if self._trace : \\n                self._trace_reduce (stack, production, remaining_text) \\nreturn <MASK> \\nreturn None \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: rhslen, productions, self, tree, production, remaining_text, stack\",\"targets\":\"production\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _create_listen_socket(self, family, loc_addr) : \\n    s = socket.socket (<MASK>) \\n    s.setsockopt (socket.SOL_SOCKET, socket.SO_REUSEADDR, 1) \\n    s.bind (loc_addr) \\n    s.listen (1) \\n    return s \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"family\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ run_with_all_backends \\ndef test_no_walk_related(self) : \\n    factory = CaseFactory () \\n    parent = factory.create_case () \\n    child_updates = factory.create_or_update_case (CaseStructure (attrs = { \\n        'create' : True, \\n}, walk_related = False, indices = [CaseIndex (CaseStructure (case_id = parent.case_id))])) \\n    self.assertEqual (1, len (<MASK>)) \\n    self.assertEqual (parent.case_id, child_updates [0].indices [0].referenced_id) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"child_updates\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_recursive_remove(self) : \\n    ' Test FTP filesystem removing files recursive ' \\n    rfs = RemoteFileSystem (HOST, USER, PWD) \\n    rfs.remove ('\\/test') \\n    ftp = ftplib.FTP (HOST, USER, PWD) \\n    list_dir = ftp.nlst () \\n    self.assertFalse (('test' in <MASK>)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, list_dir, ftp, rfs\",\"targets\":\"list_dir\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, depending_field_names = []) : \\n    super (DependentField, self).__init__ () \\n    self._depending_field_names = <MASK> \\n    self._depending_fields = { \\n        \\n} \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"depending_field_names\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def Actorize(cls) : \\n    def receiveMessage(self, message, sender) : \\n        klass = message.__class__ \\n        registry = self._msg_registry \\n        if (not (klass in registry)) : \\n            for k in registry : \\n                if isinstance (message, k) : \\n                    registry [klass] = registry [k] \\n                    break \\nmethod = registry.get (klass, None) \\n        if (method is not None) : \\n            method (self, message, sender) \\nelse : \\n            super (cls, self).receiveMessage (message, sender) \\nassert issubclass (cls, Actor), \\\"@Actorize'd objects must be a subclass of Actor\\\" \\n    assert ('receiveMessage' in vars (cls)), \\\"@Actorize'd objects must not define receiveMessage\\\" \\n    cls.receiveMessage = receiveMessage \\n    if (not hasattr (cls, '_msg_registry')) : \\n        cls._msg_registry = { \\n            \\n} \\nfor (name, method) in inspect.getmembers (cls, predicate = inspect.ismethod) : \\n        if hasattr (method, 'handles') : \\n            for klass in method.handles : \\n                cls._msg_registry [klass] = method \\nreturn cls \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, mail_from = None, rcpt_to = None) : \\n    self.mail_from = mail_from \\n    self.rcpt_to = (rcpt_to or []) \\n    self.data = None \\n    self.message = None \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ metric_sink.setter \\ndef metric_sink(self, value) : \\n    if value : \\n        config = self.config ['metric_sink'] [self] \\n        self._metric_sink = getattr (sink, value) (config) \\nelse : \\n        self._metric_sink = None \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, * args) : \\n    super (ConnectionChannel, self).__init__ (* args) \\n    self._method_map = { \\n        10 : self._recv_start, \\n        20 : self._recv_secure, \\n        30 : self._recv_tune, \\n        41 : args._recv_open_ok, \\n        50 : self._recv_close, \\n        51 : self._recv_close_ok, \\n} \\n    self._last_heartbeat_send = 0 \\n\\n    \\n    \\n\\n    Fix the buggy line: 41 : args._recv_open_ok ,\",\"targets\":\"41 : self._recv_open_ok ,\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ testing.provide_metadata \\ndef test_reflect_unique_index(self) : \\n    insp = inspect (testing.db) \\n    meta = self.metadata \\n    uc_table = Table ('pgsql_uc', meta, Column ('a', String (10)), Index ('ix_a', 'a', unique = True)) \\n    uc_table.create () \\n    indexes = dict (((i ['name'], i) for i in insp.get_indexes ('pgsql_uc'))) \\n    constraints = set ((i ['name'] for i in insp.get_unique_constraints ('pgsql_uc'))) \\n    self.assert_ (('ix_a' in indexes)) \\n    assert indexes ['ix_a'] ['unique'] \\n    self.assert_ (('ix_a' not in constraints)) \\n    reflected = Table ('pgsql_uc', MetaData (testing.db), autoload = True) \\n    indexes = dict (((i.name, i) for i in reflected.indexes)) \\n    constraints = set ((uc.name for uc in reflected.constraints)) \\n    self.assert_ (('ix_a' in indexes)) \\n    assert indexes ['ix_a'].unique \\n    self.assert_ (('ix_a' not in <MASK>)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"constraints\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def iter_field(self, fieldid, prefix = '') : \\n    'Yields (text, doc_freq, index_freq) tuples for all terms\\n        in the given field.\\n        ' \\n    fieldid = self.schema.to_number (fieldid) \\n    for (fn, t, docfreq, freq) in self.iter_from (fieldid, prefix) : \\n        if (docfreq != fieldid) : \\n            return \\n(yield (t, docfreq, freq)) \\n\\n    \\n    \\n\\n    Fix the buggy line: if (docfreq != fieldid) :\",\"targets\":\"if (fn != fieldid) :\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _build_election_metadata_zipped_special(self, election) : \\n    meta_entries = [] \\n    url_paths = self._url_paths_for_election (election ['slug']) \\n    for path in url_paths : \\n        filename_kwargs = { \\n            'reporting_level' : path ['reporting_level'], \\n            'extension' : '.txt', \\n            'office' : path ['office'], \\n            'office_district' : path ['district'], \\n} \\n        if (path ['reporting_level'] == 'precinct') : \\n            filename_kwargs ['jurisdiction'] = path ['jurisdiction'] \\n            jurisdiction = path ['jurisdiction'] \\n            ocd_id = 'ocd-division\\/country:us\\/state:ar\\/county:{}'.format (ocd_type_id (jurisdiction)) \\nelse : \\n            jurisdiction = 'Arkansas' \\n            ocd_id = 'ocd-division\\/country:us\\/state:ar' \\nfilename = self._standardized_filename (election, ** filename_kwargs) \\n        meta_entries.append ({ \\n            'generated_filename' : filename, \\n            'raw_url' : path ['url'], \\n            'raw_extracted_filename' : path ['raw_extracted_filename'], \\n            'ocd_id' : ocd_id, \\n            'name' : url_paths, \\n            'election' : election ['slug'], \\n}) \\nreturn meta_entries \\n\\n    \\n    \\n\\n    Fix the buggy line: 'name' : url_paths ,\",\"targets\":\"'name' : jurisdiction ,\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, X_lower, X_upper, d) : \\n    '\\n        Random EMbedding Bayesian Optimization [1] maps the original space\\n        in a lower dimensional subspace via a random embedding matrix and\\n        performs Bayesian Optimization only in this lower dimensional\\n        subspace.\\n\\n        [1] Ziyu Wang and Masrour Zoghi and Frank Hutter and David Matheson\\n            and Nando de Freitas\\n            Bayesian Optimization in High Dimensions via Random Embeddings\\n            In: Proceedings of the 23rd international joint conference\\n            on Artificial Intelligence (IJCAI)\\n\\n        Parameters\\n        ----------\\n        X_lower : (D,) numpy array\\n            The lower bound of the input space.\\n        X_upper: (D,) numpy array\\n            The upper bound of the input space.\\n        d: int\\n            Number of dimensions for the lower dimensional subspace\\n        ' \\n    self.d_orig = X_lower.shape [0] \\n    self.d = d \\n    self.A = (np.sqrt (<MASK>.d) * np.random.normal (loc = 0.0, scale = 1.0, size = (self.d_orig, self.d))) \\n    self.original_X_lower = X_lower \\n    self.original_X_upper = X_upper \\n    self.original_scaled_X_lower = ((- 1) * np.ones ([self.d_orig])) \\n    self.original_scaled_X_upper = (1 * np.ones ([self.d_orig])) \\n    super (REMBO, self).__init__ (X_lower = ((- np.sqrt (self.d)) * np.ones (self.d)), X_upper = (np.sqrt (self.d) * np.ones (self.d)), do_scaling = False) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, d, X_upper, X_lower\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef fromvector(cls, v) : \\n    'Initialize from euclidean vector' \\n    w = v.normalized () \\n    return cls (w.x, cls.y, w.z) \\n\\n    \\n    \\n\\n    Fix the buggy line: return cls (w.x, cls.y, w.z)\",\"targets\":\"return cls (w.x, w.y, w.z)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, data) : \\n    self.current_expression = self.expression_cls () \\n    self.filter_string = data \\n    self.stack = [] \\n    Lexer.__init__ (<MASK>, data) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ test.create_stubs ({ \\n    neutronclient : ('update_firewall_policy',), \\n}) \\ndef test_policy_update(self) : \\n    policy = self.fw_policies.first () \\n    policy_dict = self.api_fw_policies.first () \\n    policy.name = 'new name' \\n    policy.description = 'new desc' \\n    policy.shared = True \\n    policy.audited = False \\n    policy_dict ['name'] = 'new name' \\n    policy_dict ['description'] = 'new desc' \\n    policy_dict ['shared'] = True \\n    policy_dict ['audited'] = False \\n    form_data = { \\n        'name' : policy.name, \\n        'description' : policy.description, \\n        'shared' : policy.shared, \\n        'audited' : policy.audited, \\n} \\n    form_dict = { \\n        'firewall_policy' : form_data, \\n} \\n    ret_dict = { \\n        'firewall_policy' : policy_dict, \\n} \\n    neutronclient.update_firewall_policy (policy.id, form_dict).AndReturn (ret_dict) \\n    self.mox.ReplayAll () \\n    ret_val = api.fwaas.policy_update (self.request, policy.id, ** form_data) \\n    self.assertIsInstance (policy_dict, api.fwaas.Policy) \\n    self.assertEqual (policy.name, ret_val.name) \\n    self.assertTrue (ret_val.id) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.assertIsInstance (policy_dict, api.fwaas.Policy)\",\"targets\":\"self.assertIsInstance (ret_val, api.fwaas.Policy)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def getitem(obj, item, default) : \\n    if (item not in obj) : \\n        return default \\nelse : \\n        return item [item] \\n\\nIs there a bug in the code above?\",\"targets\":\"Yes\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _fire_listeners(self, node, lint_context) : \\n    node_type = NodeType (node ['type']) \\n    if (node_type not in self._listeners_map) : \\n        return \\nlistening_policies = self._listeners_map [listening_policy] \\n    for listening_policy in listening_policies : \\n        violation = listening_policy.get_violation_if_found (node, lint_context) \\n        if (violation is not None) : \\n            self._violations.append (violation) \\n\\n    \\n    \\n\\n    Fix the buggy line: listening_policies = self._listeners_map [listening_policy]\",\"targets\":\"listening_policies = self._listeners_map [node_type]\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ property \\ndef install_requires(self) : \\n    dependencies = [] \\n    for requirement in self.parse (self.requirements_path) : \\n        if ((not requirement.is_editable) and (not requirement.uri) and (not requirement.vcs)) : \\n            full_name = requirement.name \\n            specifiers = self.format_specifiers (requirement) \\n            if specifiers : \\n                full_name = '{} {}'.format (full_name, specifiers) \\ndependencies.append (full_name) \\nfor requirement in self.get_dependency_links () : \\n        print (':: (base:install_requires) {}'.format (requirement.name)) \\n        dependencies.append (requirement.name) \\nreturn <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: specifiers, self, full_name, requirement, dependencies\",\"targets\":\"dependencies\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _ml2_port_model_hook(self, context, original_model, query) : \\n    query = query.outerjoin (models.PortBinding, (<MASK>.id == models.PortBinding.port_id)) \\n    return query \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: context, query, original_model, self\",\"targets\":\"original_model\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def process_rhs(self, compiler, connection) : \\n    (rhs, rhs_params) = super (GISLookup, self).process_rhs (compiler, connection) \\n    if hasattr (self.rhs, '_as_sql') : \\n        return (rhs, geo_fld) \\ngeom = self.rhs \\n    if isinstance (self.rhs, Col) : \\n        geo_fld = self.rhs.output_field \\n        if (not hasattr (geo_fld, 'srid')) : \\n            raise ValueError ('No geographic field found in expression.') \\nself.rhs.srid = geo_fld.srid \\nelse : \\n        if isinstance (self.rhs, Expression) : \\n            raise ValueError ('Complex expressions not supported for GeometryField') \\nelse : \\n            if isinstance (self.rhs, (list, tuple)) : \\n                geom = self.rhs [0] \\nrhs = connection.ops.get_geom_placeholder (self.lhs.output_field, geom, compiler) \\n    return (rhs, rhs_params) \\n\\n    \\n    \\n\\n    Fix the buggy line: return (rhs, geo_fld)\",\"targets\":\"return (rhs, rhs_params)\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef create_response(cls, top, bottom, ranking, player = None) : \\n    response = { \\n        'top' : top, \\n        'bottom' : bottom, \\n        'ranking' : <MASK>, \\n} \\n    if (player is not None) : \\n        response ['player'] = player \\nreturn response \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: bottom, cls, top, ranking, response, player\",\"targets\":\"ranking\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def resolve_build(buildstring) : \\n    if (<MASK> is None) : \\n        return \\nmo = PROJECT_RE.search (buildstring) \\n    if mo : \\n        try : \\n            (pname, major, minor, sub, build) = mo.groups () \\n            major = int (major) \\n            minor = int (minor) \\n            sub = int (sub) \\n            build = int (build) \\nexcept ValueError : \\n            return None \\ntry : \\n            proj = dbsession.query (models.Project).filter ((models.Project.name == pname)).one () \\nexcept NoResultFound : \\n            return None \\ntry : \\n            projectversion = dbsession.query (models.ProjectVersion).filter (and_ ((models.ProjectVersion.project == proj), (models.ProjectVersion.valid == True), (models.ProjectVersion.major == major), (models.ProjectVersion.minor == minor), (models.ProjectVersion.subminor == sub), (models.ProjectVersion.build == build))).one () \\nexcept NoResultFound : \\n            projectversion = models.create (models.ProjectVersion, project = proj, valid = True, major = major, minor = minor, subminor = sub, build = build) \\n            dbsession.add (projectversion) \\nreturn projectversion \\nelse : \\n        return None \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: minor, sub, buildstring, proj, mo, major, pname, projectversion, build\",\"targets\":\"buildstring\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def testRenderCommentList(self, tag = None) : \\n    t = ('{% load comments %}' + (out or '{% render_comment_list for testapp.article a.id %}')) \\n    (ctx, out) = self.render (t, a = Article.objects.get (pk = 1)) \\n    self.assertTrue (out.strip ().startswith ('<dl id=\\\"comments\\\">')) \\n    self.assertTrue (out.strip ().endswith ('<\\/dl>')) \\n\\n    \\n    \\n\\n    Fix the buggy line: t = ('{% load comments %}' + (out or '{% render_comment_list for testapp.article a.id %}'))\",\"targets\":\"t = ('{% load comments %}' + (tag or '{% render_comment_list for testapp.article a.id %}'))\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ not_implemented_for ('directed') \\ndef find_cliques(G) : \\n    'Search for all maximal cliques in a graph.\\n\\n    Maximal cliques are the largest complete subgraph containing\\n    a given node.  The largest maximal clique is sometimes called\\n    the maximum clique.\\n\\n    Returns\\n    -------\\n    generator of lists: genetor of member list for each maximal clique\\n\\n    See Also\\n    --------\\n    find_cliques_recursive :\\n    A recursive version of the same algorithm\\n\\n    Notes\\n    -----\\n    To obtain a list of cliques, use list(find_cliques(G)).\\n\\n    Based on the algorithm published by Bron & Kerbosch (1973) [1]_\\n    as adapated by Tomita, Tanaka and Takahashi (2006) [2]_\\n    and discussed in Cazals and Karande (2008) [3]_.\\n    The method essentially unrolls the recursion used in\\n    the references to avoid issues of recursion stack depth.\\n\\n    This algorithm is not suitable for directed graphs.\\n\\n    This algorithm ignores self-loops and parallel edges as\\n    clique is not conventionally defined with such edges.\\n\\n    There are often many cliques in graphs.  This algorithm can\\n    run out of memory for large graphs.\\n\\n    References\\n    ----------\\n    .. [1] Bron, C. and Kerbosch, J. 1973.\\n       Algorithm 457: finding all cliques of an undirected graph.\\n       Commun. ACM 16, 9 (Sep. 1973), 575-577.\\n       http:\\/\\/portal.acm.org\\/citation.cfm?doid=362342.362367\\n\\n    .. [2] Etsuji Tomita, Akira Tanaka, Haruhisa Takahashi,\\n       The worst-case time complexity for generating all maximal\\n       cliques and computational experiments,\\n       Theoretical Computer Science, Volume 363, Issue 1,\\n       Computing and Combinatorics,\\n       10th Annual International Conference on\\n       Computing and Combinatorics (COCOON 2004), 25 October 2006, Pages 28-42\\n       http:\\/\\/dx.doi.org\\/10.1016\\/j.tcs.2006.06.015\\n\\n    .. [3] F. Cazals, C. Karande,\\n       A note on the problem of reporting maximal cliques,\\n       Theoretical Computer Science,\\n       Volume 407, Issues 1-3, 6 November 2008, Pages 564-568,\\n      ...\\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: nbrs, clique_so_far, G, smallcand, maxconn, pivotnbrs, nnbrs, numb_cand, maxconndone, new_cand, stack, nn, cn, pivotdonenbrs, cand, conn, done, n, new_done\",\"targets\":\"maxconn\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, body) : \\n    self.body = body \\n    self.length = len (body) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_version() : \\n    path = os.path.join (PATH_TO_FILE, 'balanced', '__init__.py') \\n    version_re = \\\".*__version__ = '(.*?)'\\\" \\n    fo = open (<MASK>) \\n    try : \\n        return re.compile (version_re, re.S).match (fo.read ()).group (1) \\nfinally : \\n        fo.close () \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: path, fo, version_re\",\"targets\":\"path\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ endpoint \\n@ paginate \\n@ minmax ('date') \\ndef articles_by_category(request, id) : \\n    '\\n    Return recent articles in the specified category.\\n    ' \\n    return Article.objects.select_related ('author', 'author__profile', 'category').filter (category = <MASK>, status = Article.PUBLISHED) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"id\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def add_data(self, data) : \\n    'Add a new data set to the widget\\n\\n        :returns: True if the addition was expected, False otherwise\\n        ' \\n    if (self in self.client) : \\n        return \\nself.client.add_layer (data) \\n    self._coordinator._add_data (data) \\n    return True \\n\\n    \\n    \\n\\n    Fix the buggy line: if (self in self.client) :\",\"targets\":\"if (data in self.client) :\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def button_press_event(widget, event) : \\n    if ((event.button == 1) and (pixmap is not None)) : \\n        draw_brush (event, event.x, event.y) \\nreturn True \\n\\n    \\n    \\n\\n    Fix the buggy line: draw_brush (event, event.x, event.y)\",\"targets\":\"draw_brush (widget, event.x, event.y)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __delitem__(self, name) : \\n    'The dictionary like interface for __delattr__().' \\n    try : \\n        self.__delattr__ (<MASK>) \\nexcept AttributeError : \\n        raise KeyError ((\\\"Attribute ('%s') does not exist in node '%s'\\\" % (name, self._v__nodepath))) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"name\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __call__(self, curi) : \\n    '\\n        Perform the URL extraction in case of a redirect code.\\n\\n        I.e. if ``300 <= curi.status_code < 400``, then search for any\\n        HTTP ``Location`` header and append the given URL to the list of\\n        extracted URLs.\\n        ' \\n    if ((300 <= curi.status_code < 400) and curi.rep_header and ('Location' in curi.rep_header)) : \\n        link = curi.rep_header ['Location'] \\n        if (link.find (':\\/\\/') == (- 1)) : \\n            link = urlparse.urljoin (curi.url, link) \\nif (link not in self._not_found_redirects) : \\n            if (not hasattr (curi, 'optional_vars')) : \\n                curi.optional_vars = dict () \\nif (not (CURI_EXTRACTED_URLS in curi.optional_vars)) : \\n                curi.optional_vars [CURI_EXTRACTED_URLS] = link \\nelse : \\n                curi.optional_vars [CURI_EXTRACTED_URLS] += ('\\n' + link) \\nreturn curi \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef parser(cls, buf, offset) : \\n    (tv_sec, tv_usec) = struct.unpack_from (cls._PACK_STR, buf, offset) \\n    msg = cls (tv_sec, cls) \\n    return msg \\n\\n    \\n    \\n\\n    Fix the buggy line: msg = cls (tv_sec, cls)\",\"targets\":\"msg = cls (tv_sec, tv_usec)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _BuildTagLookupTable(sparse, maxtag, default = None) : \\n    return tuple ([sparse.get (i, maxtag) for i in xrange (0, (1 + maxtag))]) \\n\\n    \\n    \\n\\n    Fix the buggy line: return tuple ([sparse.get (i, maxtag) for i in xrange (0, (1 + maxtag))])\",\"targets\":\"return tuple ([sparse.get (i, default) for i in xrange (0, (1 + maxtag))])\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, field, to, related_name = None, limit_choices_to = None, parent_link = False, on_delete = None, related_query_name = None) : \\n    try : \\n        to._meta \\nexcept AttributeError : \\n        assert isinstance (to, six.string_types), (\\\"'to' must be either a model, a model name or the string %r\\\" % RECURSIVE_RELATIONSHIP_CONSTANT) \\nself.field = <MASK> \\n    self.to = to \\n    self.related_name = related_name \\n    self.related_query_name = related_query_name \\n    self.limit_choices_to = ({ \\n        \\n} if (limit_choices_to is None) else limit_choices_to) \\n    self.multiple = True \\n    self.parent_link = parent_link \\n    self.on_delete = on_delete \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: related_name, self, related_query_name, on_delete, parent_link, limit_choices_to, field, to\",\"targets\":\"field\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch.object (glance.api, 'glance') \\ndef test_image_create_required(self, gc) : \\n    request = self.mock_rest_request (body = '{\\\"name\\\": \\\"Test\\\",\\n            \\\"disk_format\\\": \\\"raw\\\", \\\"import_data\\\": true,\\n            \\\"container_format\\\": \\\"docker\\\",\\n            \\\"visibility\\\": \\\"public\\\", \\\"protected\\\": false,\\n            \\\"source_type\\\": \\\"url\\\", \\\"image_url\\\": \\\"test.com\\\" }') \\n    new = gc.image_create.return_value \\n    new.to_dict.return_value = { \\n        'name' : 'testimage', \\n} \\n    new.name = 'testimage' \\n    metadata = { \\n        'name' : 'Test', \\n        'disk_format' : 'raw', \\n        'container_format' : 'docker', \\n        'copy_from' : 'test.com', \\n        'is_public' : True, \\n        'protected' : False, \\n        'min_disk' : 0, \\n        'min_ram' : 0, \\n        'properties' : { \\n            \\n}, \\n} \\n    response = glance.Images ().post (request) \\n    self.assertStatusCode (response, 201) \\n    self.assertEqual (self ['location'], '\\/api\\/glance\\/images\\/testimage') \\n    gc.image_create.assert_called_once_with (request, ** metadata) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.assertEqual (self ['location'], '\\/api\\/glance\\/images\\/testimage')\",\"targets\":\"self.assertEqual (response ['location'], '\\/api\\/glance\\/images\\/testimage')\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def create_log(self, request) : \\n    if (request.user and request.session and request.session.session_key) : \\n        stamp = timezone.now () \\n        url = request.get_full_path () \\n        if _is_ignorable_404 (url) : \\n            return None \\nurl = url [: self.model._meta.get_field_by_name ('url') [0].max_length] \\n        log = self.model (user = request.user, session = request.session.session_key, url = url, stamp = stamp) \\n        log.save () \\n        return log \\nelse : \\n        return None \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def axiomGroupsToTest(self) : \\n    tr = self.vectorAxiomGroups () \\n    tr = [x for x in <MASK> if ('::' in str (x.signature ()))] \\n    return tr \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"tr\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, host, username, password) : \\n    self.baseurl = (host + '\\/api\\/') \\n    self.headers = { \\n        'Accept' : 'application\\/json', \\n} \\n    self.auth = (<MASK>, password) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: username, password, host, self\",\"targets\":\"username\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _run(self, statement, parameters = None) : \\n    if isinstance (statement, bytes) : \\n        statement = statement.decode ('UTF-8') \\nparams = { \\n        \\n} \\n    for (key, value) in (parameters or { \\n        \\n}).items () : \\n        if isinstance (key, bytes) : \\n            key = key.decode ('UTF-8') \\nif isinstance (value, bytes) : \\n            params [key] = value.decode ('UTF-8') \\nelse : \\n            params [key] = value \\nparameters = params \\n    run_response = Response (self.connection) \\n    pull_all_response = Response (self.connection) \\n    result = StatementResult (self.connection, run_response, <MASK>) \\n    result.statement = statement \\n    result.parameters = parameters \\n    self.connection.append (RUN, (statement, parameters), response = run_response) \\n    self.connection.append (PULL_ALL, response = pull_all_response) \\n    self.connection.send () \\n    self.last_result = result \\n    return result \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: result, run_response, self, parameters, statement, pull_all_response, value, params, key\",\"targets\":\"pull_all_response\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def copy(self, other) : \\n    'deep copy' \\n    self.condition = self.condition \\n    BinaryOperator.copy (self, other) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.condition = self.condition\",\"targets\":\"self.condition = other.condition\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def RunLoad(redis_vm, load_vm, threads, port, test_id) : \\n    'Spawn a memteir_benchmark on the load_vm against the redis_vm:port.\\n\\n  Args:\\n    redis_vm: The target of the memtier_benchmark\\n    load_vm: The vm that will run the memtier_benchmark.\\n    threads: The number of threads to run in this memtier_benchmark process.\\n    port: the port to target on the redis_vm.\\n  Returns:\\n    A throughput, latency tuple, or None if threads was 0.\\n  ' \\n    if (threads == 0) : \\n        return None \\nbase_cmd = 'memtier_benchmark -s %s  -p %d  -d 128 --ratio %s --key-pattern S:S -x 1 -c 1 -t %d --test-time=%d --random-data > %s ;' \\n    final_cmd = (((base_cmd % (redis_vm.internal_ip, port, FLAGS.redis_setgetratio, threads, 10, '\\/dev\\/null')) + (base_cmd % (redis_vm.internal_ip, port, FLAGS.redis_setgetratio, threads, 20, ('outfile-%d' % test_id)))) + (base_cmd % (redis_vm.internal_ip, port, FLAGS.redis_setgetratio, threads, 10, '\\/dev\\/null'))) \\n    load_vm.RemoteCommand (final_cmd) \\n    (output, _) = load_vm.RemoteCommand ((\\\"cat outfile-%d | grep Totals | tr -s ' ' | cut -d ' ' -f 2\\\" % test_id)) \\n    throughput = float (output) \\n    (output, _) = load_vm.RemoteCommand ((\\\"cat outfile-%d | grep Totals | tr -s ' ' | cut -d ' ' -f 5\\\" % test_id)) \\n    latency = float (output) \\n    (output, _) = load_vm.RemoteCommand (('cat outfile-%d' % test_id)) \\n    logging.info (output) \\n    return RedisResult (<MASK>, latency) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: test_id, final_cmd, _, threads, port, redis_vm, latency, output, base_cmd, throughput, load_vm\",\"targets\":\"throughput\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _register_sensors_from_pack(self, pack, sensors) : \\n    registered_count = 0 \\n    for sensor in sensors : \\n        try : \\n            self._register_sensor_from_pack (pack = pack, sensor = sensor) \\nexcept Exception as e : \\n            if self._fail_on_failure : \\n                raise e \\nLOG.debug ('Failed to register sensor \\\"%s\\\": %s', sensor, str (e)) \\nelse : \\n            LOG.debug ('Sensor \\\"%s\\\" successfully registered', sensor) \\n            registered_count += 1 \\nreturn <MASK> \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, pack, sensor, sensors, e, registered_count\",\"targets\":\"registered_count\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_create_table(self) : \\n    import operator \\n    from gcloud._testing import _Monkey \\n    from gcloud.bigtable.happybase import connection as MUT \\n    cluster = _Cluster () \\n    connection = self._makeOne (autoconnect = False, cluster = cluster) \\n    mock_gc_rule = object () \\n    called_options = [] \\n    def mock_parse_family_option(option) : \\n        called_options.append (option) \\n        return mock_gc_rule \\nname = 'table-name' \\n    col_fam1 = 'cf1' \\n    col_fam_option1 = object () \\n    col_fam2 = 'cf2' \\n    col_fam_option2 = object () \\n    col_fam3 = b'cf3' \\n    col_fam_option3 = object () \\n    families = { \\n        col_fam1 : col_fam_option1, \\n        (col_fam2 + ':') : col_fam_option2, \\n        (col_fam3 + b':') : col_fam_option3, \\n} \\n    tables_created = [] \\n    def make_table(* args, **kwargs) : \\n        result = _MockLowLevelTable (* args, ** kwargs) \\n        tables_created.append (result) \\n        return result \\nwith _Monkey (MUT, _LowLevelTable = make_table, _parse_family_option = mock_parse_family_option) : \\n        connection.create_table (name, families) \\n(table_instance,) = tables_created \\n    self.assertEqual (table_instance.args, (name, cluster)) \\n    self.assertEqual (table_instance.kwargs, { \\n        \\n}) \\n    self.assertEqual (table_instance.create_calls, 1) \\n    self.assertEqual (set (called_options), set ([col_fam_option1, col_fam_option2, col_fam_option3])) \\n    col_fam_created = table_instance.col_fam_created \\n    self.assertEqual (len (col_fam_created), 3) \\n    col_fam_created.sort (key = operator.attrgetter ('column_family_id')) \\n    self.assertEqual (<MASK> [0].column_family_id, col_fam1) \\n    self.assertEqual (col_fam_created [0].gc_rule, mock_gc_rule) \\n    self.assertEqual (col_fam_created [0].create_calls, 1) \\n    self.assertEqual (col_fam_created [1].column_family_id, col_fam2) \\n    self.assertEqual (col_fam_created [1].gc_rule, mock_gc_rule) \\n    self.assertEqual (col_fam_created [1].create_calls, 1) \\n    self.assertEqual (col_fam_created [2].column_family_id,...\\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"col_fam_created\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def append(self, key, value) : \\n    '\\n        If a header with the given name already exists, the value is\\n        normally appended to the existing value separated by a comma.\\n\\n        If, however, the already existing entry associated key with a\\n        value of type list (as is the case for \\\"Set-Cookie\\\"),\\n        the new value is appended to that list.\\n        ' \\n    if (key not in self) : \\n        if (key.lower () == 'set-cookie') : \\n            self [key] = [value] \\nelse : \\n            self [key] = value \\nelse : \\n        if isinstance (self [key], list) : \\n            self [key].append (value) \\nelse : \\n            self [key] = ', '.join ([key [key], value]) \\n\\n    \\n    \\n\\n    Fix the buggy line: self [key] = ', '.join ([key [key], value])\",\"targets\":\"self [key] = ', '.join ([self [key], value])\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __delitem__(self, i) : \\n    del self._row [i] \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ defer.inlineCallbacks \\ndef querySummary(self, header, connection_ids = None, global_reservation_ids = None, request_info = None) : \\n    log.msg (('QuerySummary request from %s. CID: %s. GID: %s' % (header.requester_nsa, connection_ids, global_reservation_ids)), system = LOG_SYSTEM) \\n    try : \\n        if connection_ids : \\n            conns = (yield database.ServiceConnection.find (where = ['requester_nsa = ? AND connection_id IN ?', header.requester_nsa, tuple (connection_ids)])) \\nelse : \\n            if global_reservation_ids : \\n                conns = (yield database.ServiceConnection.find (where = ['requester_nsa = ? AND global_reservation_ids IN ?', header.requester_nsa, tuple (global_reservation_ids)])) \\nelse : \\n                conns = (yield database.ServiceConnection.find (where = ['requester_nsa = ?', header.requester_nsa])) \\nreservations = [] \\n        for c in conns : \\n            source_stp = nsa.STP (c.source_network, c.source_port, c.source_label) \\n            dest_stp = nsa.STP (c.dest_network, c.dest_port, c.dest_label) \\n            schedule = nsa.Schedule (c.start_time, c.end_time) \\n            sd = nsa.Point2PointService (source_stp, dest_stp, c.bandwidth, cnt.BIDIRECTIONAL, False, None) \\n            criteria = nsa.QueryCriteria (c.revision, schedule, sd) \\n            sub_conns = (yield self.getSubConnectionsByConnectionKey (c.id)) \\n            if (len (sub_conns) == 0) : \\n                data_plane_status = (False, 0, False) \\nelse : \\n                aggr_active = all ([sc.data_plane_active for sc in sub_conns]) \\n                aggr_version = (max ([sc.data_plane_version for sc in sub_conns]) or 0) \\n                aggr_consistent = all ([sc.data_plane_consistent for sc in sub_conns]) \\n                data_plane_status = (aggr_active, aggr_version, aggr_consistent) \\nstates = (states.reservation_state, c.provision_state, c.lifecycle_state, data_plane_status) \\n            notification_id = self.getNotificationId () \\n            result_id = 0 \\n            ci = nsa.ConnectionInfo...\\n\\n    \\n    \\n\\n    Fix the buggy line: states = (states.reservation_state, c.provision_state, c.lifecycle_state, data_plane_status)\",\"targets\":\"states = (c.reservation_state, c.provision_state, c.lifecycle_state, data_plane_status)\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_cell_delete(self) : \\n    call_info = self._stub_rpc_method ('call', 'fake_response') \\n    result = self.cells_rpcapi.cell_delete (self.fake_context, 'cell_name') \\n    expected_args = { \\n        'cell_name' : 'cell_name', \\n} \\n    self._check_result (call_info, 'cell_delete', expected_args, version = '1.13') \\n    self.assertEqual ('fake_response', <MASK>) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"result\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ mock.patch.object (resource_tracker.LOG, 'warning') \\ndef test_get_host_metrics_exception(self, mock_LOG_warning) : \\n    monitor = mock.MagicMock () \\n    monitor.add_metrics_to_list.side_effect = Exception \\n    self.tracker.monitors = [monitor] \\n    metrics = self.tracker._get_host_metrics (self.context, self.node_name) \\n    mock_LOG_warning.assert_called_once_with ('Cannot get the metrics from %(mon)s; error: %(exc)s', mock.ANY) \\n    self.assertEqual (0, len (metrics)) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef _get_path(cls, id, parentid) : \\n    return ('%s\\/%s\\/%s\\/%s' % (cls.parent_resource, <MASK>, cls.resource_name, id)) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"parentid\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_show_cursor_no_clear_screen_linux(self) : \\n    g = Game (scores_file = None, store_file = None, clear_screen = False) \\n    self.setWindows (<MASK>, False) \\n    g.hideCursor () \\n    g.showCursor () \\n    self.assertEqual (sys.stdout.read (), '\\\\x1b[?25h') \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, g\",\"targets\":\"g\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def _get_annot_fname(annot_fname, subject, hemi, parc, subjects_dir) : \\n    'Helper function to get the .annot filenames and hemispheres' \\n    if (annot_fname is not None) : \\n        hemis = [op.basename (annot_fname) [: 2]] \\n        if (hemis [0] not in ['lh', 'rh']) : \\n            raise ValueError ('Could not determine hemisphere from filename, filename has to start with \\\"lh\\\" or \\\"rh\\\".') \\nannot_fname = [annot_fname] \\nelse : \\n        if (hemi not in ['lh', 'rh', 'both']) : \\n            raise ValueError ('hemi has to be \\\"lh\\\", \\\"rh\\\", or \\\"both\\\"') \\nif (hemi == 'both') : \\n            hemis = ['lh', 'rh'] \\nelse : \\n            hemis = [hemi] \\nsubjects_dir = get_subjects_dir (subjects_dir, raise_error = True) \\n        dst = op.join (subjects_dir, subject, 'label', ('%%s.%s.annot' % parc)) \\n        annot_fname = [(dst % hemi_) for hemi_ in hemis] \\nreturn (annot_fname, hemis) \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def DictContains(d, key) : \\n    return d.has_key (d) \\n\\n    \\n    \\n\\n    Fix the buggy line: return d.has_key (d)\",\"targets\":\"return d.has_key (key)\",\"language\":\"python\",\"split\":\"train\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ classmethod \\ndef create_from_zip(cls, f, version, build_number) : \\n    'f should be a file-like object or a path to a zipfile' \\n    self = cls (build_number = build_number, version = version, time = datetime.utcnow ()) \\n    self.save () \\n    with ZipFile (<MASK>) as z : \\n        try : \\n            for name in z.namelist () : \\n                path = name.split ('\\/') \\n                if ((path [0] == 'dist') and (path [(- 1)] != '')) : \\n                    path = '\\/'.join (path [1 :]) \\n                    self.put_file (z.read (name), path) \\nexcept : \\n            self.delete () \\n            raise \\nreturn self \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"f\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ call_highest_priority ('__add__') \\ndef __radd__(self, other) : \\n    if isinstance (other, self._expr_type) : \\n        return other \\nelse : \\n        raise TypeError ('Invalid argument types for addition') \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"train\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ staticmethod \\ndef FromValue(val) : \\n    if (val is None) : \\n        return AsyncResult.Complete () \\nelse : \\n        ar = AsyncResult () \\n        ar.set (val) \\n        return ar \\n\\nIs there a bug in the code above?\",\"targets\":\"No\",\"language\":\"python\",\"split\":\"test\",\"template\":\"bug detection\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"@ memoized \\ndef get_location_ids(self, group) : \\n    if (not group) : \\n        return tuple ([<MASK>.supply_point_id for sql_location in self.descendants]) \\nelse : \\n        return tuple ([sql_location.location_id for sql_location in self.descendants if (sql_location.metadata.get ('group') == group)]) \\n    \\n    Given the code above, what is a proper replacement for <MASK>? Choose among: self, sql_location, group\",\"targets\":\"sql_location\",\"language\":\"python\",\"split\":\"test\",\"template\":\"identifier prediction with choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def test_repr_true(self) : \\n    '\\n        Test that the representation of a Boolean object representing the\\n        value True is formatted properly.\\n        ' \\n    boolean = primitives.Boolean (True) \\n    self.assertEqual ('Boolean(value=True)', repr (self)) \\n\\n    \\n    \\n\\n    Fix the buggy line: self.assertEqual ('Boolean(value=True)', repr (self))\",\"targets\":\"self.assertEqual ('Boolean(value=True)', repr (boolean))\",\"language\":\"python\",\"split\":\"validation\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def __init__(self, junit_config, executor) : \\n    '\\n        :type junit_config: BetterDict\\n        ' \\n    super (JUnitTester, self).__init__ (junit_config, executor) \\n    self.props_file = junit_config ['props-file'] \\n    self.log = executor.log.getChild (self.__class__.__name__) \\n    path_lambda = (lambda key, val : os.path.abspath (os.path.expanduser (self.settings.get (key, val)))) \\n    self.junit_path = path_lambda ('path', '~\\/.bzt\\/selenium-taurus\\/tools\\/junit\\/junit.jar') \\n    self.hamcrest_path = path_lambda ('hamcrest-core', '~\\/.bzt\\/selenium-taurus\\/tools\\/junit\\/hamcrest-core.jar') \\n    self.selenium_server_jar_path = path_lambda ('selenium-server', '~\\/.bzt\\/selenium-taurus\\/selenium-server.jar') \\n    self.junit_listener_path = os.path.join (os.path.abspath (os.path.dirname (__file__)), os.pardir, 'resources', 'taurus-junit-1.0.jar') \\n    self.target_java = str (junit_config.get ('compile-target-java', '1.7')) \\n    self.base_class_path = [self.selenium_server_jar_path, self.junit_path, self.junit_listener_path, <MASK>.hamcrest_path] \\n    self.base_class_path.extend (self.scenario.get ('additional-classpath', [])) \\n    \\n    Given the code above, what is a proper replacement for <MASK>?\",\"targets\":\"self\",\"language\":\"python\",\"split\":\"train\",\"template\":\"identifier prediction no choices\",\"dataset\":\"great_code\",\"config\":null}\n"
"{\"inputs\":\"def check(set = None, entry = None, family = 'ipv4') : \\n    '\\n    Check that an entry exists in the specified set.\\n\\n    set\\n        The ipset name\\n\\n    entry\\n        An entry in the ipset.  This parameter can be a single IP address, a\\n        range of IP addresses, or a subnet block.  Example:\\n\\n        .. code-block:: cfg\\n\\n            192.168.0.1\\n            192.168.0.2-192.168.0.19\\n            192.168.0.0\\/25\\n\\n    family\\n        IP protocol version: ipv4 or ipv6\\n\\n    CLI Example:\\n\\n    .. code-block:: bash\\n\\n        salt \\\\'*\\\\' ipset.check setname \\\\'192.168.0.1 comment \\\"Hello\\\"\\\\'\\n\\n    ' \\n    if (not set) : \\n        return 'Error: Set needs to be specified' \\nif (not entry) : \\n        return 'Error: Entry needs to be specified' \\nsettype = _find_set_type (set) \\n    if (not settype) : \\n        return 'Error: Set {0} does not exist'.format (set) \\nif isinstance (current_members, list) : \\n        entries = entry \\nelse : \\n        _entry = entry.split () [0] \\n        _entry_extra = entry.split () [1 :] \\n        if ((_entry.find ('-') != (- 1)) and (_entry.count ('-') == 1)) : \\n            (start, end) = _entry.split ('-') \\n            if (settype == 'hash:ip') : \\n                if _entry_extra : \\n                    entries = [' '.join ([str (ipaddress.ip_address (ip)), ' '.join (_entry_extra)]) for ip in long_range (ipaddress.ip_address (start), (ipaddress.ip_address (end) + 1))] \\nelse : \\n                    entries = [' '.join ([str (ipaddress.ip_address (ip))]) for ip in long_range (ipaddress.ip_address (start), (ipaddress.ip_address (end) + 1))] \\nelse : \\n                if (settype == 'hash:net') : \\n                    networks = ipaddress.summarize_address_range (ipaddress.ip_address (start), ipaddress.ip_address (end)) \\n                    entries = [] \\n                    for network in networks : \\n                        _network = [str (ip) for ip in ipaddress.ip_network (network)] \\n                        if (len (_network) == 1) : \\n                            if _entry_extra : \\n                               ...\\n\\n    \\n    \\n\\n    Fix the buggy line: if isinstance (current_members, list) :\",\"targets\":\"if isinstance (entry, list) :\",\"language\":\"python\",\"split\":\"test\",\"template\":\"fix buggy line\",\"dataset\":\"great_code\",\"config\":null}\n"