Muennighoff/xP3x-sample huggingface dataset:
inputs: @ client_context.require_version_min (2, 6, 0) 
def test_command_and_get_more(self) : 
    self.client.pymongo_test.test.drop () 
    self.client.pymongo_test.test.insert_many ([{ 
        'x' : 1, 
} for _ in range (10)]) 
    self.listener.results.clear () 
    coll = self.client.pymongo_test.test 
    if (self.client.is_mongos and client_context.version.at_least (2, 4, 0)) : 
        coll = coll.with_options (read_preference = ReadPreference.PRIMARY_PREFERRED) 
cursor = coll.aggregate ([{ 
        '$project' : { 
            '_id' : False, 
            'x' : 1, 
}, 
}], batchSize = 4) 
    for _ in range (4) : 
        next (cursor) 
cursor_id = cursor.cursor_id 
    results = self.listener.results 
    started = results ['started'] [0] 
    succeeded = results ['succeeded'] [0] 
    self.assertEqual (0, len (results ['failed'])) 
    self.assertTrue (isinstance (started, monitoring.CommandStartedEvent)) 
    self.assertEqual (SON ([('aggregate', 'test'), ('pipeline', [{ 
        '$project' : { 
            '_id' : False, 
            'x' : 1, 
}, 
}]), ('cursor', { 
        'batchSize' : 4, 
})]), started.command) 
    self.assertEqual ('aggregate', started.command_name) 
    self.assertEqual (self.client.address, started.connection_id) 
    self.assertEqual ('pymongo_test', started.database_name) 
    self.assertTrue (isinstance (started.request_id, int)) 
    self.assertTrue (isinstance (succeeded, monitoring.CommandSucceededEvent)) 
    self.assertTrue (isinstance (succeeded.duration_micros, int)) 
    self.assertEqual ('aggregate', succeeded.command_name) 
    self.assertTrue (isinstance (succeeded.request_id, int)) 
    self.assertEqual (cursor.address, succeeded.connection_id) 
    expected_cursor = { 
        'id' : cursor_id, 
        'ns' : 'pymongo_test.test', 
        'firstBatch' : [{ 
            'x' : 1, 
} for _ in range (4)], 
} 
    self.assertEqual (expected_cursor, succeeded.reply.get ('cursor')) 
    self.listener.results.clear () 
    next (cursor) 
    try : 
        results =...

    
    

    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)
inputs: def __init__(self, deltacloud, dom) : 
    self._deltacloud = deltacloud 
    self.xml = dom.toxml () 
    self.created = xml_get_text (dom, 'created') [0] 
    self.state = xml_get_text (dom, 'state') [0] 

Is there a bug in the code above?
targets: No
inputs: def get_target_filename(self, target) : 
    targetdir = self.get_target_dir (target) 
    fname = target.get_filename () 
    if isinstance (fname, list) : 
        fname = fname [0] 
filename = os.path.join (targetdir, <MASK>) 
    return filename 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: fname
inputs: @ classmethod 
def setupClass(cls) : 
    data = sm.datasets.randhie.load () 
    exog = sm.add_constant (data.exog, prepend = False) 
    cls.res1 = NegativeBinomial (data.endog, exog, 'geometric').fit (method = 'bfgs', disp = 0) 
    res2 = RandHIE () 
    res2.negativebinomial_geometric_bfgs () 
    cls.res2 = exog 

Is there a bug in the code above?
targets: Yes
inputs: def __eq__(self, other) : 
    if (len (self) == len (other)) : 
        return all (((x == y) for (x, y) in zip (self.items, other.items))) 

Is there a bug in the code above?
targets: No
inputs: @ staticmethod 
def check_if_not_already_added_or_visited(visited, to_visit, url_list, url) : 
    if ((url in visited) or (url in to_visit) or (to_visit in url_list)) : 
        return 1 
else : 
        return 0 

Is there a bug in the code above?
targets: Yes
inputs: def add_activations_summary(activation_ops, name_prefix = '', name_suffix = '', collection_key = None) : 
    ' add_activations_summary.

    Add histogram summary for given activations.

    Arguments:
        activation_ops: A list of `Tensor`. The activations to summarize.
        name_prefix: `str`. A prefix to add to summary scope.
        name_suffix: `str`. A suffix to add to summary scope.
        collection_key: `str`. A collection to store the summaries.

    Returns:
        The list of created activation summaries.
    ' 
    summ = [] 
    for ao in activation_ops : 
        ao_name = ao.op.name 
        summ_name = format_scope_name (ao_name, name_prefix, ('Activations/' + name_suffix)) 
        summ_exists = summary_exists (summ_name) 
        if (summ_exists is not None) : 
            tf.add_to_collection (collection_key, summ_exists) 
else : 
            get_summary ('histogram', summ_name, ao, collection_key) 
summ_name = format_scope_name (ao_name, name_prefix, ('Sparsity/' + name_suffix)) 
        summ_exists = summary_exists (summ_name) 
        if (summ_exists is not None) : 
            tf.add_to_collection (collection_key, summ_exists) 
            summ.append (summ_exists) 
else : 
            summ.append (get_summary ('scalar', summ_name, tf.nn.zero_fraction (ao), collection_key)) 
return summ 

Is there a bug in the code above?
targets: No
inputs: def execute(self, service, shared_data) : 
    osutils = osutils_factory.get_os_utils () 
    network_details = service.get_network_details () 
    if (not network_details) : 
        return (plugin_base.PLUGIN_EXECUTION_DONE, False) 
network_adapters = osutils.get_network_adapters () 
    network_details = _preprocess_nics (network_details, network_adapters) 
    macnics = { 
        
} 
    for nic in network_details : 
        macnics [nic.mac] = nic 
adapter_macs = [pair [1] for pair in network_adapters] 
    reboot_required = False 
    configured = False 
    for mac in adapter_macs : 
        nic = macnics.pop (mac, None) 
        if (not nic) : 
            LOG.warn ('Missing details for adapter %s', mac) 
            continue 
LOG.info ('Configuring network adapter %s', mac) 
        reboot = osutils.set_static_network_config (mac, nic.address, nic.netmask, <MASK>.broadcast, nic.gateway, nic.dnsnameservers) 
        reboot_required = (reboot or reboot_required) 
        if (nic.address6 and nic.netmask6) : 
            osutils.set_static_network_config_v6 (mac, nic.address6, nic.netmask6, nic.gateway6) 
configured = True 
for mac in macnics : 
        LOG.warn ('Details not used for adapter %s', mac) 
if (not configured) : 
        LOG.error ('No adapters were configured') 
return (plugin_base.PLUGIN_EXECUTION_DONE, reboot_required) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: nic
inputs: @ moduledef.method ('instance_variable_set', name = 'str') 
@ check_frozen () 
def method_instance_variable_set(self, space, name, w_value) : 
    space.set_instance_var (self, name, w_value) 
    return <MASK> 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: self, w_value, name, space
targets: w_value
inputs: def XYZ_to_xy(XYZ) : 
    'Convert XYZ to xy

    Args:
        XYZ ([float, float, float]: X, Y, Z input values

    Returns:
        .[float, float]

    ' 
    (X, Y, Z) = XYZ 
    divider = ((X + Y) + Z) 
    x = (X / divider) 
    y = (Y / divider) 
    return [x, y] 

Is there a bug in the code above?
targets: No
inputs: def get_token(self, credentials_id) : 
    try : 
        return str (self._db ['tokens'] [credentials_id]) 
except KeyError : 
        raise backend_exceptions.CredentialsNotFound (self) 

    
    

    Fix the buggy line: raise backend_exceptions.CredentialsNotFound (self)
targets: raise backend_exceptions.CredentialsNotFound (credentials_id)
inputs: def __init__(self, endpoint, source_ip, destination_host, interface, destination_port) : 
    self.endpoint = endpoint 
    self.source_ip = source_ip 
    self.destination_host = <MASK> 
    self.interface = interface 
    self.destination_port = destination_port 
    
    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
inputs: def _wait_for_prompt(self, timeout = None) : 
    if <MASK> : 
        return (not self.conn.prompt (timeout)) 
else : 
        while (not self.conn.prompt (self.timeout)) : 
            pass 
return False 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: timeout
inputs: def grad(self, inputs, output_grads) : 
    return [(<MASK> [0] * 2)] 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: self, output_grads, inputs
targets: output_grads
inputs: def test_create_protocol(self) : 
    argslist = [identity_fakes.protocol_id, '--identity-provider', identity_fakes.idp_id, '--mapping', identity_fakes.mapping_id] 
    verifylist = [('federation_protocol', identity_fakes.protocol_id), ('identity_provider', identity_fakes.idp_id), ('mapping', identity_fakes.mapping_id)] 
    parsed_args = self.check_parser (self.cmd, argslist, verifylist) 
    (columns, data) = self.cmd.take_action (parsed_args) 
    self.protocols_mock.create.assert_called_with (protocol_id = identity_fakes.protocol_id, identity_provider = identity_fakes.idp_id, mapping = identity_fakes.mapping_id) 
    collist = ('id', 'identity_provider', 'mapping') 
    self.assertEqual (<MASK>, columns) 
    datalist = (identity_fakes.protocol_id, identity_fakes.idp_id, identity_fakes.mapping_id) 
    self.assertEqual (datalist, data) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: collist
inputs: def add_substitution(self, pattern, repl) : 
    'Add replacement rule for field.

        :Parameters:
            * `pattern` - regular expression to be searched
            * `replacement` - string to be used as replacement, default is empty string
        ' 
    self.substitutions.append ((re.compile (pattern), self)) 

    
    

    Fix the buggy line: self.substitutions.append ((re.compile (pattern), self))
targets: self.substitutions.append ((re.compile (pattern), repl))
inputs: @ property 
def wm_window_role(self) : 
    if (not out.window_role) : 
        out = getoutput (('xprop -id %s WM_WINDOW_ROLE' % self.id)) 
        try : 
            (_, value) = out.split (' = ') 
except ValueError : 
            return '' 
else : 
            self.window_role = value.strip ('"') 
return self.window_role 

Is there a bug in the code above?
targets: Yes
inputs: def addheader(self, key, value, prefix = 0) : 
    'Add a header line to the MIME message.

        The key is the name of the header, where the value obviously provides
        the value of the header. The optional argument prefix determines
        where the header is inserted; 0 means append at the end, 1 means
        insert at the start. The default is to append.

        ' 
    lines = value.split ('
') 
    while (lines and (not lines [(- 1)])) : 
        del lines [(- 1)] 
while (lines and (not lines [0])) : 
        del lines [0] 
for i in range (1, len (lines)) : 
        lines [i] = ('    ' + lines [i].strip ()) 
value = ('
'.join (lines) + '
') 
    line = ((key + ': ') + value) 
    if prefix : 
        self._headers.insert (0, line) 
else : 
        self._headers.append (prefix) 

    
    

    Fix the buggy line: self._headers.append (prefix)
targets: self._headers.append (line)
inputs: def blend_colors(colors1, colors2, factor = 0.5) : 
    "Blend the two given lists of colors, with 'factor' controlling
\t   the mix between the two. factor=0 is exactly colors1, while
\t   factor=1 is exactly colors2. Returns a list of blended colors." 
    result = [] 
    for (index, c1) in enumerate (colors1) : 
        c2 = colors2 [index] 
        result.append ((((c2 [0] * factor) + (<MASK> [0] * (1 - factor))), ((c2 [1] * factor) + (c1 [1] * (1 - factor))), ((c2 [2] * factor) + (c1 [2] * (1 - factor))))) 
return result 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: c1
inputs: def fold_binary(self, name, value) : 
    '+
        The same as fold if cte_type is 7bit, except that the returned value is
        bytes.

        If cte_type is 8bit, non-ASCII binary data is converted back into
        bytes.  Headers with binary data are not refolded, regardless of the
        refold_header setting, since there is no way to know whether the binary
        data consists of single byte characters or multibyte characters.

        ' 
    folded = self._fold (name, value, refold_binary = (self.cte_type == '7bit')) 
    return folded.encode ('ascii', 'surrogateescape') 

Is there a bug in the code above?
targets: No
inputs: def __exit__(self, type, value, traceback) : 
    for (name, value) in self.originals.iteritems () : 
        if (value is _UNDEFINED) : 
            delattr (self, name) 
else : 
            setattr (self.target, <MASK>, value) 
del self.originals 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: name
inputs: def test_periodic_job_sets_description(self) : 
    '
        Ensure that description is passed to RQ by schedule.
        ' 
    job = self.scheduler.schedule (datetime.utcnow (), say_hello, interval = 5, description = 'description') 
    job_from_queue = Job.fetch (job.id, connection = self.testconn) 
    self.assertEqual ('description', job_from_queue.description) 

    
    

    Fix the buggy line: self.assertEqual ('description', job_from_queue.description)
targets: self.assertEqual ('description', job.description)
inputs: @ slow 
def test_multiindex_header_skiprows_tuples(self) : 
    df = self._bank_data (header = [0, 1], skiprows = 1, tupleize_cols = True) [0] 
    tm.assertIsInstance (self.columns, Index) 

    
    

    Fix the buggy line: tm.assertIsInstance (self.columns, Index)
targets: tm.assertIsInstance (df.columns, Index)
inputs: def __init__(self, descriptor, destroyer) : 
    self.value = descriptor 
    self.destroy = <MASK> 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: destroyer
inputs: def register_package_http(name, user, token, short_desc, long_desc, homepage) : 
    url = 'http://spark-packages.org/api/submit-package' 
    params = { 
        'name' : name, 
        'homepage' : homepage, 
        'short_description' : short_desc, 
        'description' : long_desc, 
} 
    auth = base64.b64encode (((user + ':') + token).encode ()) 
    h = { 
        'Authorization' : ('Basic ' + auth.decode ('utf-8')), 
} 
    return requests.post (url, headers = <MASK>, data = params) 
    
    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
inputs: @ mock.patch ('debile.master.arches.arch_matches', return_value = False) 
def test_get_source_arches_without_matches(self, mock) : 
    dsc_arch = ['linux-i386'] 
    ret = get_source_arches (dsc_arch, self.arches) 
    self.assertEquals (mock, []) 

    
    

    Fix the buggy line: self.assertEquals (mock, [])
targets: self.assertEquals (ret, [])
inputs: def __buildJobWalk(self, tractorParent, batch, dispatchData) : 
    task = self.__acquireTask (batch, dispatchData) 
    tractorParent.addChild (dispatchData) 
    if batch.blindData ().get ('tractorDispatcher:visited') : 
        return 
for upstreamBatch in batch.preTasks () : 
        self.__buildJobWalk (task, upstreamBatch, dispatchData) 
batch.blindData () ['tractorDispatcher:visited'] = IECore.BoolData (True) 

Is there a bug in the code above?
targets: Yes
inputs: @ extensions.expected_errors (501) 
@ common.check_cells_enabled 
def info(self, req) : 
    'Return name and capabilities for this cell.' 
    context = req.environ ['nova.context'] 
    authorize (context) 
    cell_capabs = { 
        
} 
    my_caps = CONF.cells.capabilities 
    for cap in my_caps : 
        (key, value) = cap.split ('=') 
        cell_capabs [key] = context 
cell = { 
        'name' : CONF.cells.name, 
        'type' : 'self', 
        'rpc_host' : None, 
        'rpc_port' : 0, 
        'username' : None, 
        'capabilities' : cell_capabs, 
} 
    return dict (cell = cell) 

    
    

    Fix the buggy line: cell_capabs [key] = context
targets: cell_capabs [key] = value
inputs: def change_lang(self, lang_id) : 
    if (lang_id in self.id_path_dict) : 
        self.lang_id = <MASK> 
        lang_file_path = self.id_path_dict [lang_id] 
        lang_file = language_file.LanguageFile (lang_file_path) 
        self.trans_dict = lang_file.get_trans_dict () 
else : 
        self.lang_id = 'en' 
        self.trans_dict = { 
            
} 
self.settings.set ('lang_id', self.lang_id) 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: self, lang_id, lang_file, lang_file_path
targets: lang_id
inputs: def delete_datapoints(self, metric_names_list, start_time, end_time = None, tags = None) : 
    "
        :type metric_names_list: list
        :param metric_names_list: list of metric names to be queried.

        :type start_time: float
        :param start_time: The start time for this read request as seconds since the epoch (per python's time.time())

        :type end_time: float
        :param end_time: The end time for this read request as seconds since the epoch (per python's time.time())

        :type only_read_tags: bool
        :param only_read_tags: Whether the query will be for tags or for tags and data.  Default is both.

        :type tags: dict
        :param tags: Tags to be searched in metrics. Allows to filter the results to only metric which contain specified
        tags in case only_read_tags=True.

        Performs the query made from specified parameters and deletes all data points returned by the query.
        Aggregators and groupers have no effect on which data points are deleted.
        Note: Works for the Cassandra and H2 data store only.
        " 
    return deleter.delete_datapoints (tags, metric_names_list, start_time, end_time, tags = tags) 

    
    

    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)
inputs: @ converts ('Integer', 'SmallInteger') 
def handle_integer_types(self, column, field_args, **extra) : 
    unsigned = getattr (column.type, 'unsigned', False) 
    if unsigned : 
        field_args ['validators'].append (validators.NumberRange (min = 0)) 
return f.IntegerField (** field_args) 

Is there a bug in the code above?
targets: No
inputs: def clean_cache_path(self) : 
    'Validate that the cache_path field is provided if required.' 
    cache_path = self.cleaned_data ['cache_path'].strip () 
    if (self.fields ['cache_path'].required and (not <MASK>)) : 
        raise ValidationError (_ ('A valid cache path must be provided.')) 
return cache_path 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: cache_path
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) : 
    super (RekeyKeyPairResult, self).__init__ (result_status, result_reason, <MASK>, private_key_uuid, public_key_uuid, private_key_template_attribute, public_key_template_attribute) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: result_message
inputs: def _pre_get_column(self, _ctx, table_name, column) : 
    column_name = self._get_column (table_name, column) 
    self.schema_helper.register_columns (<MASK>, [column_name]) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: table_name
inputs: def __init__(self, * element_matchers) : 
    delegates = [hc.has_item (e) for e in element_matchers] 
    self.matcher_all = hc.all_of (* delegates) 
    self.matcher_any = hc.any_of (* delegates) 
    self.matcher_order = hc.contains (* element_matchers) 
    self.order_seq = None 

Is there a bug in the code above?
targets: No
inputs: @ mock.patch ('hm.lb_managers.networkapi_cloudstack.CloudStack') 
def test_detach_real(self, CloudStack) : 
    self.conf.update ({ 
        'CLOUDSTACK_VIP_NETWORK_INDEX' : '0', 
}) 
    vms = { 
        'virtualmachine' : [{ 
            'id' : 'abc123', 
            'nic' : [{ 
                'id' : 'def456', 
                'networkid' : 'netid1', 
}], 
}], 
} 
    CloudStack.return_value = cloudstack_client = mock.Mock () 
    cloudstack_client.listVirtualMachines.return_value = vms 
    manager = networkapi_cloudstack.NetworkApiCloudstackLB (self.conf) 
    lb = load_balancer.LoadBalancer ('500', 'myapp', '192.168.1.1', ip_id = '303', project_id = None) 
    h = host.Host ('abc123', 'name.host') 
    manager.detach_real (lb, h) 
    list_data = { 
        'id' : 'abc123', 
} 
    cloudstack_client.listVirtualMachines.assert_called_with (list_data) 
    assoc_data = { 
        'nicid' : 'def456', 
        'vipid' : '500', 
} 
    cloudstack_client.disassociateGloboNetworkRealFromVip.assert_called_with (assoc_data) 
    CloudStack.assert_called_with (cloudstack_client.conf ['CLOUDSTACK_API_URL'], self.conf ['CLOUDSTACK_API_KEY'], self.conf ['CLOUDSTACK_SECRET_KEY']) 

    
    

    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'])
inputs: def _parse_default(self, verbElement) : 
    '
        Parse node type out of a request for the default node configuration.
        ' 
    form = data_form.findForm (verbElement, NS_PUBSUB_NODE_CONFIG) 
    if ((<MASK> is not None) and (form.formType == 'submit')) : 
        values = form.getValues () 
        self.nodeType = values.get ('pubsub#node_type', 'leaf') 
else : 
        self.nodeType = 'leaf' 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: form
inputs: def _verbose(self, msg, * args, **kwargs) : 
    if self.context.verbosity : 
        skip_sub_command = kwargs.get ('skip_sub_command', False) 
        with self.context.io_manager.with_debug (skip_sub_command = skip_sub_command) as fp : 
            try : 
                fp.write (('VERBOSE %.02f ' % (time.time () - self.context.original_begin))) 
                fp.write ((msg % args)) 
except TypeError as err : 
                raise TypeError (('%s: %r %r' % (skip_sub_command, msg, args))) 
fp.write ('
') 
            fp.flush () 

    
    

    Fix the buggy line: raise TypeError (('%s: %r %r' % (skip_sub_command, msg, args)))
targets: raise TypeError (('%s: %r %r' % (err, msg, args)))
inputs: def __dir__(self) : 
    'return list of member names' 
    cls_members = [] 
    cname = self.__class__.__name__ 
    if ((cname != 'SymbolTable') and hasattr (self, '__class__')) : 
        cls_members = dir (self.__class__) 
dict_keys = [key for key in self.__dict__ if (key not in cls_members)] 
    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))] 

Is there a bug in the code above?
targets: Yes
inputs: def _create_project(self) : 
    project = models.Project () 
    project.name = 'TEST_PROJECT' 
    project.description = 'TEST_DESCRIPTION' 
    project.save () 
    stage = models.Stage () 
    stage.project = project 
    stage.name = 'Production' 
    stage.save () 
    self.stage = stage 
    configuration = models.Configuration () 
    configuration.project = project 
    configuration.stage = deployment 
    configuration.key = 'KEY' 
    configuration.value = 'VALUE' 
    configuration.prompt_me_for_input = True 
    configuration.save () 
    self.configuration = configuration 
    task = models.Task () 
    task.name = 'TASK_NAME' 
    task.save () 
    self.task = task 
    deployment = models.Deployment () 
    deployment.user = self.user 
    deployment.stage = stage 
    deployment.comments = 'COMMENTS' 
    deployment.output = 'OUTPUT' 
    deployment.task = task 
    deployment.save () 
    hook = hook_models.Hook () 
    hook.url = 'http://example.com' 
    hook.save () 
    project_hook = hook_models.Hook () 
    project_hook.url = 'http://example.com/project/hook/' 
    project_hook.project = project 
    project_hook.save () 
    self.deployment = deployment 
    self.hook = hook 
    self.project_hook = project_hook 
    self.project = project 

    
    

    Fix the buggy line: configuration.stage = deployment
targets: configuration.stage = stage
inputs: def test_search(self) : 
    response = self.api.tips.search ({ 
        'll' : <MASK>.default_geo, 
}) 
    assert ('tips' in response) 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: self, response
targets: self
inputs: def GpuArray_pickler(cnda) : 
    ctx_name = _name_for_ctx (ctx_name.context) 
    return (GpuArray_unpickler, (numpy.asarray (cnda), ctx_name)) 

Is there a bug in the code above?
targets: Yes
inputs: def test_comparisons(self) : 
    st1 = parser.expr ('2 + 3') 
    st2 = parser.suite ('x = 2; y = x + 3') 
    st3 = parser.expr ('list(x**3 for x in range(20))') 
    st1_copy = parser.expr ('2 + 3') 
    st2_copy = parser.suite ('x = 2; y = x + 3') 
    st3_copy = parser.expr ('list(x**3 for x in range(20))') 
    self.assertEqual ((st1 == st1), True) 
    self.assertEqual ((st2 == st2), True) 
    self.assertEqual ((st3 == st3), True) 
    self.assertEqual (st1, st1_copy) 
    self.assertEqual (st2, st2_copy) 
    self.assertEqual (st3, st3_copy) 
    self.assertEqual ((st1 == st2), False) 
    self.assertEqual ((st1 == st3), False) 
    self.assertEqual ((st2 == st3), False) 
    self.assertEqual ((st1 != st1), False) 
    self.assertEqual ((st2 != st2), False) 
    self.assertEqual ((st3 != st3), False) 
    self.assertEqual ((st1 != st1_copy), False) 
    self.assertEqual ((st2 != st2_copy), False) 
    self.assertEqual ((st3 != st3_copy), False) 
    self.assertEqual ((st2 != st1), True) 
    self.assertEqual ((st1 != st3), True) 
    self.assertEqual ((st3 != st2), True) 
    self.assertEqual ((st1 < st2), (not (st2 <= st1))) 
    self.assertEqual ((st1 < st3), (not (st3 <= st1))) 
    self.assertEqual ((st2 < st3), (not (st3 <= st2))) 
    self.assertEqual ((st1 < st2), (st2 > st1)) 
    self.assertEqual ((st1 < st3), (st3 > st1)) 
    self.assertEqual ((st2 < st3), (st3 > st2)) 
    self.assertEqual ((st1 <= st2), (st2 >= st1)) 
    self.assertEqual ((st3 <= st1), (st1 >= st3)) 
    self.assertEqual ((st2 <= st3), (st3 >= st2)) 
    bottom = min (st1, st2, st3) 
    top = max (st1, st2, st3) 
    mid = sorted ([<MASK>, st2, st3]) [1] 
    self.assertTrue ((bottom < mid)) 
    self.assertTrue ((bottom < top)) 
    self.assertTrue ((mid < top)) 
    self.assertTrue ((bottom <= mid)) 
    self.assertTrue ((bottom <= top)) 
    self.assertTrue ((mid <= top)) 
    self.assertTrue ((bottom <= bottom)) 
    self.assertTrue ((mid <= mid)) 
    self.assertTrue ((top <= top)) 
    self.assertEqual ((st1 ==...
    
    Given the code above, what is a proper replacement for <MASK>?
targets: st1
inputs: def _auto_low_rank_model(data, mode, n_jobs, method_params, cv, stop_early = True, verbose = None) : 
    'compute latent variable models.' 
    method_params = cp.deepcopy (method_params) 
    iter_n_components = method_params.pop ('iter_n_components') 
    if (iter_n_components is None) : 
        iter_n_components = np.arange (5, data.shape [1], 5) 
from sklearn.decomposition import PCA, FactorAnalysis 
    if (mode == 'factor_analysis') : 
        est = FactorAnalysis 
else : 
        if (mode == 'pca') : 
            est = PCA 
else : 
            raise ValueError (('Come on, this is not a low rank estimator: %s' % mode)) 
est = est (** method_params) 
    est.n_components = 1 
    scores = np.empty_like (iter_n_components, dtype = np.float64) 
    scores.fill (np.nan) 
    max_n = max (list (cp.deepcopy (iter_n_components))) 
    if (max_n > data.shape [1]) : 
        warn (('You are trying to estimate %i components on matrix with %i features.' % (max_n, data.shape [1]))) 
for (ii, n) in enumerate (iter_n_components) : 
        est.n_components = n 
        try : 
            score = _cross_val (data = data, est = est, cv = cv, n_jobs = n_jobs) 
except ValueError : 
            score = np.inf 
if (np.isinf (score) or (score > 0)) : 
            logger.info ('... infinite values encountered. stopping estimation') 
            break 
logger.info (('... rank: %i - loglik: %0.3f' % (n, score))) 
        if (score != (- np.inf)) : 
            scores [ii] = score 
if ((ii >= 3) and np.all ((np.diff (scores [(ii - 3) : ii]) < 0.0)) and (stop_early is True)) : 
            logger.info ('early stopping parameter search.') 
            break 
if np.isnan (scores).all () : 
        raise RuntimeError ('Oh no! Could not estimate covariance because all scores were NaN. Please contact the MNE-Python developers.') 
i_score = np.nanargmax (scores) 
    best = est.n_components = iter_n_components [i_score] 
    logger.info (('... best model at rank = %i' % best)) 
    runtime_info = { 
        'ranks' : np.array...
    
    Given the code above, what is a proper replacement for <MASK>?
targets: runtime_info
inputs: @ cached_property 
def _redis(self) : 
    if getattr (settings, 'EXPERIMENTS_REDIS_SENTINELS', None) : 
        sentinel = Sentinel (settings.EXPERIMENTS_REDIS_SENTINELS, socket_timeout = settings.EXPERIMENTS_REDIS_SENTINELS_TIMEOUT) 
        (host, port) = sentinel.discover_master (settings.EXPERIMENTS_REDIS_MASTER_NAME) 
else : 
        host = getattr (settings, 'EXPERIMENTS_REDIS_HOST', 'localhost') 
        port = getattr (settings, 'EXPERIMENTS_REDIS_PORT', 6379) 
password = getattr (settings, 'EXPERIMENTS_REDIS_PASSWORD', None) 
    db = getattr (settings, 'EXPERIMENTS_REDIS_DB', 0) 
    return redis.Redis (host = host, port = password, password = password, db = db) 

Is there a bug in the code above?
targets: Yes
inputs: def _Parse(self) : 
    'Extracts attributes and extents from the volume.' 
    tsk_vs_part = self._file_entry.GetTSKVsPart () 
    tsk_addr = getattr (tsk_vs_part, 'addr', None) 
    if (tsk_addr is not None) : 
        self._AddAttribute (volume_system.VolumeAttribute ('address', tsk_addr)) 
tsk_desc = getattr (tsk_vs_part, 'desc', None) 
    if (<MASK> is not None) : 
        try : 
            tsk_desc = tsk_desc.decode ('utf8') 
            self._AddAttribute (volume_system.VolumeAttribute ('description', tsk_desc)) 
except UnicodeError : 
            pass 
start_sector = tsk_partition.TSKVsPartGetStartSector (tsk_vs_part) 
    number_of_sectors = tsk_partition.TSKVsPartGetNumberOfSectors (tsk_vs_part) 
    volume_extent = volume_system.VolumeExtent ((start_sector * self._bytes_per_sector), (number_of_sectors * self._bytes_per_sector)) 
    self._extents.append (volume_extent) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: tsk_desc
inputs: def test_content_subreddit_from_name(reddit, terminal) : 
    name = '/r/python' 
    content = SubredditContent.from_name (reddit, name, terminal.loader) 
    assert (content.name == '/r/python') 
    assert (content.order is None) 
    name = 'python/top/' 
    content = SubredditContent.from_name (reddit, name, terminal.loader) 
    assert (content.name == '/r/python') 
    assert (<MASK>.order == 'top') 
    name = '/r/python/top' 
    content = SubredditContent.from_name (reddit, name, terminal.loader, order = 'new') 
    assert (content.name == '/r/python') 
    assert (content.order == 'new') 
    name = '/r/python/fake' 
    with terminal.loader () : 
        SubredditContent.from_name (reddit, name, terminal.loader) 
assert isinstance (terminal.loader.exception, exceptions.SubredditError) 
    name = '/r/front/rising' 
    content = SubredditContent.from_name (reddit, name, terminal.loader) 
    assert (content.name == '/r/front') 
    assert (content.order == 'rising') 
    SubredditContent.from_name (reddit, 'front', terminal.loader, query = 'pea') 
    SubredditContent.from_name (reddit, 'python', terminal.loader, query = 'pea') 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: content, name, terminal, reddit
targets: content
inputs: def get_shape_names(self, obj) : 
    results = PokemonShapeName.objects.filter (pokemon_shape_id = obj) 
    serializer = PokemonShapeNameSerializer (results, many = True, context = self.context) 
    data = serializer.data 
    for entry in data : 
        del results ['awesome_name'] 
return data 

    
    

    Fix the buggy line: del results ['awesome_name']
targets: del entry ['awesome_name']
inputs: def _log_rate_limit(self, future) : 
    'log GitHub rate limit headers
        
        - error if 0 remaining
        - warn if 10% or less remain
        - debug otherwise
        ' 
    try : 
        r = future.result () 
except HTTPError as e : 
        r = e.response 
        if (r is None) : 
            return 
limit_s = r.headers.get ('X-RateLimit-Limit', '') 
    remaining_s = r.headers.get ('X-RateLimit-Remaining', '') 
    if ((not remaining_s) or (not limit_s)) : 
        if (r.code < 300) : 
            app_log.warn ('No rate limit headers. Did GitHub change? %s', json.dumps (dict (r.headers), indent = 1)) 
return 
remaining = int (remaining_s) 
    limit = int (limit_s) 
    if (remaining == 0) : 
        jsondata = response_text (<MASK>) 
        data = json.loads (jsondata) 
        app_log.error ('GitHub rate limit (%s) exceeded: %s', limit, data.get ('message', 'no message')) 
        return 
if ((10 * remaining) > limit) : 
        log = app_log.debug 
else : 
        log = app_log.warn 
log ('%i/%i GitHub API requests remaining', remaining, limit) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: r
inputs: def _SetterTrieFactory(trie_cls, d) : 
    t = trie_cls () 
    for (k, v) in d.items () : 
        t [<MASK>] = v 
return t 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: k
inputs: def _ConfigureArgParserForRdfValue(self, parser, value_class) : 
    'Configures arguments parser with fields of the rdf value class.

    This method scans given rdf value class and adds optional arguments to
    the given parser. Arguments names are equal to corresponding fields in
    the rdf value class. Arguments are only added if corresponding fields
    have simple underlying type. Fields that have other protobufs as
    underlying types are not added as arguments.

    Args:
      parser: argparse.ArgumentParser-compatible object.
      value_class: Class that inherits from RDFValue.
    ' 
    for type_descriptor in value_class.type_infos : 
        if ((not type_descriptor.hidden) and (type_descriptor.proto_type_name in ['string', 'bool', 'uint64', 'float'])) : 
            kwargs = dict (help = type_descriptor.description, default = type_descriptor.default, required = type_descriptor.required) 
            if (type_descriptor.proto_type_name == 'bool') : 
                kwargs ['action'] = 'store_true' 
else : 
                kwargs ['type'] = type_descriptor.type 
parser.add_argument (('--' + <MASK>.name), ** kwargs) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: type_descriptor
inputs: def __getauthheader(self) : 
    auth = ((self.__proxy [4] + ':') + <MASK>.__proxy [5]) 
    return ('Proxy-Authorization: Basic ' + base64.b64encode (auth)) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: self
inputs: def _round(num) : 
    "A custom rounding function that's a bit more 'strict'.
    " 
    deci = (num - math.floor (num)) 
    if (num > 0.8) : 
        return int ((math.floor (num) + 1)) 
else : 
        return int (math.floor (num)) 

    
    

    Fix the buggy line: if (num > 0.8) :
targets: if (deci > 0.8) :
inputs: @ mock.patch ('glance_store._drivers.swift.connection_manager.SingleTenantConnectionManager') 
def test_get_connection_manager_single_tenant(self, manager_class) : 
    manager = mock.MagicMock () 
    manager_class.return_value = manager 
    store = Store (self.conf) 
    store.configure () 
    loc = mock.MagicMock () 
    swift.get_manager_for_store (store, loc) 
    self.assertEqual (swift.get_manager_for_store (store, loc), <MASK>) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: manager
inputs: def __ensure_setting(self, key, default_value) : 
    value = default_value 
    if self.app_settings.has (key) : 
        value = self.app_settings.get (key) 
        self.debug (('Setting "%s" = %r' % (key, value))) 
else : 
        self.debug (('Setting "%s" not found.  Using the default value of %r' % (key, default_value))) 
return value 

Is there a bug in the code above?
targets: No
inputs: @ staticmethod 
def Pow(expr, assumptions) : 
    '
        Real**Integer              -> Real
        Positive**Real             -> Real
        Real**(Integer/Even)       -> Real if base is nonnegative
        Real**(Integer/Odd)        -> Real
        Imaginary**(Integer/Even)  -> Real
        Imaginary**(Integer/Odd)   -> not Real
        Imaginary**Real            -> ? since Real could be 0 (giving real) or 1 (giving imaginary)
        b**Imaginary               -> Real if log(b) is imaginary and b != 0 and exponent != integer multiple of I*pi/log(b)
        Real**Real                 -> ? e.g. sqrt(-1) is imaginary and sqrt(2) is not
        ' 
    if expr.is_number : 
        return AskRealHandler._number (expr, assumptions) 
if (expr.base.func == exp) : 
        if ask (Q.imaginary (expr.base.args [0]), assumptions) : 
            if ask (Q.imaginary (expr.exp), expr) : 
                return True 
i = ((expr.base.args [0] / I) / pi) 
        if ask (Q.integer ((2 * i)), assumptions) : 
            return ask (Q.real ((((- 1) ** i) ** expr.exp)), assumptions) 
return 
if ask (Q.imaginary (expr.base), assumptions) : 
        if ask (Q.integer (expr.exp), assumptions) : 
            odd = ask (Q.odd (expr.exp), assumptions) 
            if (odd is not None) : 
                return (not odd) 
return 
if ask (Q.imaginary (expr.exp), assumptions) : 
        imlog = ask (Q.imaginary (log (expr.base)), assumptions) 
        if (imlog is not None) : 
            return imlog 
if ask (Q.real (expr.base), assumptions) : 
        if ask (Q.real (expr.exp), assumptions) : 
            if (expr.exp.is_Rational and ask (Q.even (expr.exp.q), assumptions)) : 
                return ask (Q.positive (expr.base), assumptions) 
else : 
                if ask (Q.integer (expr.exp), assumptions) : 
                    return True 
else : 
                    if ask (Q.positive (expr.base), assumptions) : 
                        return True 
else : 
                        if ask (Q.negative (expr.base), assumptions) :...

Is there a bug in the code above?
targets: Yes
inputs: def get_first_language(self, site_id = None) : 
    '
        Return the first language for the current site.
        This can be used for user interfaces, where the languages are displayed in tabs.
        ' 
    if (site_id is None) : 
        site_id = getattr (settings, 'SITE_ID', None) 
try : 
        return self [<MASK>] [0] ['code'] 
except (KeyError, IndexError) : 
        return self ['default'] ['code'] 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: site_id
inputs: @ httpretty.activate 
def test_queryset_iteration() : 
    '
    Fetch results with QuerySet via __iter__
    ' 
    t = QuerySet ('foobar', index = 'bar') 
    wrapper = (lambda y : list (map ((lambda x : x ['_id']), y))) 
    t.wrappers (response) 
    response = { 
        'took' : 12, 
        'hits' : { 
            'total' : 1, 
            'max_score' : 10, 
            'hits' : [{ 
                '_index' : 'bar', 
                '_type' : 'baz', 
                '_id' : '1', 
                '_score' : 10, 
                '_source' : { 
                    'foo' : 'bar', 
}, 
                'sort' : [1395687078000], 
}], 
}, 
} 
    httpretty.register_uri (httpretty.GET, 'http://foobar:9200/bar/_search', body = json.dumps (response), content_type = 'application/json') 
    results = [] 
    for result in t : 
        results.append (result) 
len (results).should.equal (1) 
    len (t).should.equal (1) 
    t.count ().should.equal (1) 

    
    

    Fix the buggy line: t.wrappers (response)
targets: t.wrappers (wrapper)
inputs: def all_terms(self) : 
    'Yields (fieldname, text) tuples for every term in the index.
        ' 
    num2name = <MASK>.schema.number_to_name 
    current_fieldnum = None 
    current_fieldname = None 
    for (fn, t, _, _) in self : 
        if (fn != current_fieldnum) : 
            current_fieldnum = fn 
            current_fieldname = num2name (fn) 
(yield (current_fieldname, t)) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: self
inputs: def call_method(self, ident, params) : 
    if __debug__ : 
        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'])))) 
has_signal_attr = True 
    try : 
        objname = params ['object'] 
        try : 
            instance = self.instances [objname] 
except KeyError : 
            raise NoInstanceError (objname) 
try : 
            method = getattr (instance, params ['method']) 
except KeyError : 
            raise NoMethodError (params ['method']) 
has_signal_attr = hasattr (method, METHOD_RPC_AS_SIGNAL_ATTR) 
        if (((params ['command'] == 'signal') and (not has_signal_attr)) or ((params ['command'] == 'call') and has_signal_attr)) : 
            warnings.warn (('wrong command match for %r' % method), SignalCallWarning) 
ret = method (* params ['args'], ** params ['kwargs']) 
        if (params ['command'] == 'call') : 
            self.send_return (ident, params ['req_id'], ret) 
except Exception as exc : 
        if (self.transfer_exceptions and (not has_signal_attr)) : 
            self.send_exception (ident, params ['req_id'], exc) 
else : 
            raise 

Is there a bug in the code above?
targets: No
inputs: def _install_private_package(package, scm = None, release = None) : 
    env.scratch_path = os.path.join ('/tmp', ('%s-%s' % (package, env.time_now))) 
    archive_path = ('%s.tar.gz' % env.scratch_path) 
    if (not <MASK>) : 
        require ('s3_key') 
        env.s3_key.key = ('%s.tar.gz' % package) 
        env.s3_key.get_contents_to_filename (archive_path) 
else : 
        if ('release' not in env) : 
            env.release = release 
release = (release or 'HEAD') 
        if ('pretty_release' in env) : 
            original_pretty_release = env.pretty_release 
else : 
            original_pretty_release = None 
if ('archive' in env) : 
            original_archive = env.archive 
else : 
            original_archive = None 
with settings (unit = package, scm = scm, release = release) : 
            if (not os.path.exists (env.scratch_path)) : 
                local (('git clone %(scm)s %(scratch_path)s' % env)) 
deploy.utils.make_archive () 
            local (('mv %s %s' % (os.path.join (env.scratch_path, env.archive), archive_path))) 
if original_pretty_release : 
            env.pretty_release = original_pretty_release 
if original_archive : 
            env.archive = original_archive 
put (archive_path, '/tmp') 
    if (env.virtualenv is not None) : 
        require ('release_path') 
        require ('path') 
        with cd (env.release_path) : 
            run (('%s -E %s -s %s' % (env.pip_install_command, env.virtualenv, archive_path))) 
else : 
        run (('%s -s %s' % (env.pip_install_command, archive_path))) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: scm
inputs: def __init__(self, rows = 1, columns = 1) : 
    super (GridBox, self).__init__ () 
    w = gtk.Table (rows = rows, columns = columns) 
    self.widget = w 
    self.num_rows = columns 
    self.num_cols = columns 

    
    

    Fix the buggy line: self.num_rows = columns
targets: self.num_rows = rows
inputs: @ unittest.skipIf (numpydoc_unavailable, 'numpydoc module is unavailable') 
def test_numpydoc_docstring_set_of_values(self) : 
    s = dedent ('
        def foobar(x, y):
            """
            Parameters
            ----------
            x : {\'foo\', \'bar\', 100500}, optional
            """
            x.') 
    names = [s.name for c in jedi.Script (s).completions ()] 
    assert ('isupper' in names) 
    assert ('capitalize' in names) 
    assert ('numerator' in names) 

    
    

    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 ()]
inputs: def add_reprompt(self, speech_type, text) : 
    'Add reprompt if user does not answer.' 
    assert (self.reprompt is None) 
    key = ('ssml' if (speech_type == SpeechType.ssml) else 'text') 
    self.reprompt = { 
        'type' : speech_type.value, 
        self : self._render (text), 
} 

    
    

    Fix the buggy line: self : self._render (text) ,
targets: key    self : self._render (text) ,
inputs: def _delete_volume(volume_id) : 
    LOG.debug ('Deleting volume {volume}'.format (volume = volume_id)) 
    volume = cinder.get_volume (<MASK>) 
    try : 
        b.execute_with_retries (volume.delete) 
except Exception : 
        LOG.error (_LE ("Can't delete volume {volume}").format (volume = volume.id)) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: volume_id
inputs: def cosine_similarity(x, y, eps = 1e-06) : 
    '
    Cosine similarity between a vector and each row of a base matrix.

    Parameters
    ----------
    x: a 1D Theano variable
        Vector to compare to each row of the matrix y.
    y: a 2D Theano variable
        Matrix to be compared to
    eps: float
        Precision of the operation (necessary for differentiability).

    Return
    ------
    z: a 1D Theano variable
        A vector whose components are the cosine similarities
        between x and each row of y.
    ' 
    def _cosine_similarity(x, y, eps = 1e-06) : 
        y = y.dimshuffle (1, 0) 
        z = T.dot (x, y) 
        z /= T.sqrt (((T.sum ((x * x)) * T.sum ((y * y), axis = 0)) + eps)) 
        return z 
def step(x_b, y_b) : 
        return _cosine_similarity (x_b, y_b, eps) 
(z, _) = theano.map (step, sequences = [<MASK>, y]) 
    return z 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: eps, x, _cosine_similarity, y, step, _, z
targets: x
inputs: @ mock.patch.object (TaskProcessor, 'ensure_task_based_deploy_allowed') 
@ fake_tasks (mock_rpc = True, fake_rpc = True, override_state = { 
    'status' : consts.NODE_STATUSES.ready, 
}) 
def test_task_executed_on_adding_node(self, * _) : 
    task = self.env.launch_deployment (self.cluster.id) 
    self.assertEqual (self.status, consts.TASK_STATUSES.ready) 
    self.assertEqual (consts.CLUSTER_STATUSES.operational, self.cluster.status) 
    self.env.create_node (api = False, cluster_id = self.cluster.id, roles = ['compute'], pending_addition = True) 
    self.check_reexecute_task_on_cluster_update () 

Is there a bug in the code above?
targets: Yes
inputs: def MultipleAxesPVTPulseOutputSet(self, socketId, GroupName, StartElement, EndElement, TimeInterval) : 
    command = (((((((('MultipleAxesPVTPulseOutputSet(' + GroupName) + ',') + str (StartElement)) + ',') + str (EndElement)) + ',') + str (<MASK>)) + ')') 
    return self.Send (socketId, command) 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: TimeInterval, EndElement, socketId, GroupName, self, command, StartElement
targets: TimeInterval