Muennighoff/xP3x-sample huggingface dataset:
inputs: @ test.create_stubs ({ 
    api.keystone : ('domain_get', 'user_get', 'tenant_list'), 
}) 
def test_update_validation_for_password_too_short(self) : 
    user = self.users.get (id = '1') 
    domain_id = user.domain_id 
    domain = self.domains.get (id = domain_id) 
    api.keystone.user_get (IsA (http.HttpRequest), '1', admin = True).AndReturn (user) 
    api.keystone.domain_get (IsA (http.HttpRequest), domain_id).AndReturn (<MASK>) 
    api.keystone.tenant_list (IgnoreArg (), domain = domain_id, user = user.id).AndReturn ([self.tenants.list (), False]) 
    self.mox.ReplayAll () 
    formData = { 
        'method' : 'UpdateUserForm', 
        'id' : user.id, 
        'name' : user.name, 
        'email' : user.email, 
        'password' : 't', 
        'project' : self.tenant.id, 
        'confirm_password' : 't', 
} 
    res = self.client.post (USER_UPDATE_URL, formData) 
    self.assertFormError (res, 'form', 'password', ['Password must be between 8 and 18 characters.']) 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: res, user, domain, domain_id, self, formData
targets: domain
inputs: def _javap_public(files) : 
    results = [] 
    for chunk in _chunks (files, 200) : 
        results.append (str (subprocess.check_output ((['javap', '-public'] + chunk)))) 
return '
'.join (chunk) 

Is there a bug in the code above?
targets: Yes
inputs: def __init__(self, message, certificate) : 
    super (X509StoreContextError, self).__init__ (message) 
    self.certificate = message 

Is there a bug in the code above?
targets: Yes
inputs: def base_tree(self, doc, width = None, linespec = None) : 
    if (width is None) : 
        width = (self._find_tree_width (doc) + 2) 
        linespec = [] 
        s = (('&' * (width - 4)) + ('\\multicolumn{2}{l}{\\textbf{%s}}
' % plaintext_to_latex (('%s' % self._base_name (doc))))) 
        s += '\\end{tabular}

' 
        top = 1 
else : 
        s = self._base_tree_line (doc, width, linespec) 
        top = 0 
if isinstance (doc, ClassDoc) : 
        for i in range ((len (doc.bases) - 1), (- 1), (- 1)) : 
            base = doc.bases [i] 
            spec = (i > 0) 
            s = (self.base_tree (base, width, ([spec] + linespec)) + <MASK>) 
if top : 
        s = (('\\begin{tabular}{%s}
' % (width * 'c')) + s) 
return s 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: s
inputs: def __fcopy__(self, order) : 
    '
        Create a copy
        ' 
    n = glue_3d (self.Dataset, <MASK>) 
    return n 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: self, n, order
targets: order
inputs: def __eq__(self, other) : 
    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)) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: self
inputs: def _sparse_transform(self, X, valid_stats, valid_idx) : 
    'transformer on sparse data.' 
    mask = _get_mask (X.data, mask_matrix.missing_values) 
    indexes = np.repeat (np.arange ((len (X.indptr) - 1), dtype = np.int), np.diff (X.indptr)) [mask] 
    X.data [mask] = astype (valid_stats [indexes], X.dtype, copy = False) 
    mask_matrix = X.__class__ ((mask, X.indices.copy (), X.indptr.copy ()), shape = X.shape, dtype = X.dtype) 
    mask_matrix.eliminate_zeros () 
    features_with_missing_values = mask_matrix.sum (axis = 0).A.nonzero () [1] 
    features_mask = safe_mask (mask_matrix, features_with_missing_values) 
    imputed_mask = mask_matrix [:, features_mask] 
    if (self.axis == 0) : 
        self.imputed_features_ = valid_idx [features_with_missing_values] 
else : 
        self.imputed_features_ = features_with_missing_values 
if self.add_indicator_features : 
        X = sparse.hstack ((X, imputed_mask)) 
return X 

    
    

    Fix the buggy line: mask = _get_mask (X.data, mask_matrix.missing_values)
targets: mask = _get_mask (X.data, self.missing_values)
inputs: @ update_headers 
def _get(self, url, **kwargs) : 
    return self.get (url, ** self._set_request_timeout (kwargs)) 

Is there a bug in the code above?
targets: No
inputs: @ staticmethod 
def append_prototypes(contents, prototypes) : 
    result = [] 
    if (not prototypes) : 
        return result 
first_pos = prototypes [0] [1] 
    result.append (contents [: first_pos].strip ()) 
    result.append (('%s;' % ';
'.join ([p [2] for p in prototypes]))) 
    result.append (('#line %d "%s"' % ((contents.count ('
', 0, (first_pos + len (<MASK> [0] [2]))) + 1), prototypes [0] [0].replace ('\\', '/')))) 
    result.append (contents [first_pos :].strip ()) 
    return result 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: prototypes, p, contents, first_pos, result
targets: prototypes
inputs: @ run_with_all_backends 
def test_create_delegated_extension(self) : 
    case_type = 'case' 
    host = CaseStructure (case_id = 'host', attrs = { 
        'create' : True, 
}) 
    extension = CaseStructure (case_id = 'extension', attrs = { 
        'create' : True, 
        'owner_id' : 'foobar', 
}, indices = [CaseIndex (host, identifier = 'host', relationship = 'extension', related_type = case_type)]) 
    self.factory.create_or_update_case (<MASK>) 
    expected_extension_tree = { 
        extension.case_id : { 
            'host' : host.case_id, 
}, 
} 
    sync_log = get_properly_wrapped_sync_log (self.sync_log._id) 
    self.assertDictEqual (sync_log.extension_index_tree.indices, expected_extension_tree) 
    self.assertEqual (sync_log.case_ids_on_phone, set ([host.case_id, extension.case_id])) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: extension
inputs: @ classmethod 
def load_recent_jobs_at_startup(cls) : 
    '
        Loads all of the un-finished jobs into the job cache. This is
        performed when :doc:`../feederd` starts.
        ' 
    print ('Populating job cache from SimpleDB.') 
    jobs = JobStateBackend.get_unfinished_jobs () 
    for job in jobs : 
        cls.update_job (job) 
print ('Jobs loaded from SDB to cache:') 
    for job in jobs : 
        print (('* %s (State: %s -- Finished: %s)' % (cls.unique_id, job.job_state, job.is_finished ()))) 

Is there a bug in the code above?
targets: Yes
inputs: def GenerateModel(self, pars, nofit = False, separate_source = False, return_resolution = False, broaden = False, model = None) : 
    "
        This function does the actual work of generating a model with the given parameters,
        fitting the continuum, making sure the model and data are well aligned in
        wavelength, and fitting the detector resolution. In general, it is not meant to be
        called directly by the user. However, the 'nofit' keyword turns this into a wrapper
        to MakeModel.Modeler().MakeModel() with all the appropriate parameters.

        :param pars: A list of the parameters currently being fit (as given in self.FitVariable).
        :param nofit: If true, it will not perform a fit to the data and simply return the model.
        :param separate_source: If true, it will fit the source spectrum as a smoothed version of the residuals.
                                Useful for spectra with broad lines.
        :param return_resolution: If true, it will return the best-fit resolution.
        :param broaden: If true and nofit=True, it will broaden the returned model by the expected detector resolution.
                        Ignored if nofit=False
        :param model: A DataStructures.xypoint instance containing an un-broadened telluric model.
                      If given, it uses this instead of making one.

        :return:  The best-fit telluric model, as a DataStructures.xypoint instance where the x-axis is
                 sampled the same as the data (so you should be able to directly divide the two). If
                 separate_source = True, this method also returns the estimate for the source spectrum *before*
                 the telluric model. If return_resolution is True, it also returns a float with the
                 best resolution fit. The return order is:
                 source_spec, model_spec, resolution
        " 
    data = self.data 
    fit_idx = 0 
    for i in range (len (self.parnames)) : 
        if self.fitting [i] : 
            if...

Is there a bug in the code above?
targets: No
inputs: @ property 
def as_kwargs(self) : 
    "
        This context's arguments' values keyed by their ``.name`` attribute.

        Results in a dict suitable for use in Python contexts, where e.g. an
        arg named ``foo-bar`` becomes accessible as ``foo_bar``.
        " 
    ret = { 
        
} 
    for arg in self.args.values () : 
        ret [arg.name] = <MASK>.value 
return ret 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: arg
inputs: @ nx.utils.not_implemented_for ('undirected') 
def is_arborescence(G) : 
    '
    Returns True if `G` is an arborescence.

    An arborescence is a directed tree with maximum in-degree equal to 1.

    Parameters
    ----------
    G : graph
        The graph to test.

    Returns
    -------
    b : bool
        A boolean that is True if `G` is an arborescence.

    Notes
    -----
    In another convention, an arborescence is known as a *tree*.

    See Also
    --------
    is_tree

    ' 
    return (is_tree (G) and (max ((d for (n, d) in G.in_degree ())) <= 1)) 

Is there a bug in the code above?
targets: No
inputs: def __init__(self, pattern, flags, code, groups = 0, groupindex = { 
    
}, indexgroup = [None]) : 
    self.pattern = <MASK> 
    self.flags = flags 
    self.groups = groups 
    self.groupindex = groupindex 
    self._indexgroup = indexgroup 
    self._code = code 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: groupindex, groups, flags, indexgroup, self, code, pattern
targets: pattern
inputs: def view(self, request, decorator = None) : 
    '
        Pass request to decorated test view, return response.

        Optionally accepts decorator to apply. Assigns request as ``request``
        attribute on response.

        ' 
    if (decorator is None) : 
        decorator = self.actions (self.mock_model, ['doit']) 
@ decorator 
    def view(req) : 
        response = HttpResponse () 
        response.request = req 
        return response 
return view (<MASK>) 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: decorator, self, request, view
targets: request
inputs: def handle_linux(self, lbry_name) : 
    try : 
        is_running = self.daemon.is_running () 
        if (not <MASK>) : 
            sys.exit (0) 
except : 
        sys.exit (0) 
if (lbry_name == 'lbry') : 
        webbrowser.open (UI_ADDRESS) 
else : 
        webbrowser.open (((UI_ADDRESS + '/view?name=') + lbry_name)) 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: is_running, self, lbry_name
targets: is_running
inputs: @ pytest.fixture () 
def s(request) : 
    v = ConcreteSuite () 
    _ignore_ex ((lambda : EmptyApp (v))) 
    _ignore_ex ((lambda : DerivedApp (v))) 
    _ignore_ex ((lambda : SimpleApp (v))) 
    _ignore_ex ((lambda : SimpleApp (v, 'Alt'))) 
    return request 

Is there a bug in the code above?
targets: Yes
inputs: def onMouseMove(self, sender, x, y) : 
    if ((self.dragStartX != x) or (self.dragStartY != y)) : 
        if (not self.dragged) : 
            self.screen.raise_app (self) 
self.dragged = True 
DialogBoxModal.onMouseMove (self, x, x, y) 

    
    

    Fix the buggy line: DialogBoxModal.onMouseMove (self, x, x, y)
targets: DialogBoxModal.onMouseMove (self, sender, x, y)
inputs: def _local_grad(self, parent, d_out_d_self) : 
    return self.local_grad_fun (self._parents, parent, <MASK>) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: d_out_d_self
inputs: def backward(self, inputs, grad_outputs) : 
    xp = cuda.get_array_module (* <MASK>) 
    (x, t) = inputs 
    gloss = grad_outputs [0] 
    (y,) = sigmoid.Sigmoid (self.use_cudnn).forward ((x,)) 
    gx = xp.divide (((gloss * self.ignore_mask) * (y - t)), self.count, dtype = y.dtype) 
    return (gx, None) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: inputs
inputs: def _do_ssl_handshake(self) : 
    try : 
        self.socket.do_handshake () 
except ssl.SSLError as err : 
        if (err.args [0] in (ssl.SSL_ERROR_WANT_READ, ssl.SSL_ERROR_WANT_WRITE)) : 
            return 
else : 
            if (<MASK>.args [0] == ssl.SSL_ERROR_EOF) : 
                return self.handle_close () 
raise 
except socket.error as err : 
        if (err.args [0] == errno.ECONNABORTED) : 
            return self.handle_close () 
else : 
        self._ssl_accepting = False 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: err
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 = ()) : 
    SipMsg.__init__ (self, buf) 
    if (rrs != None) : 
        return 
(self.scode, self.reason, self.sipver) = (scode, reason, sipver) 
    self.appendHeaders ([SipHeader (name = 'via', body = x) for x in vias]) 
    self.appendHeaders ([SipHeader (name = 'record-route', body = x) for x in rrs]) 
    self.appendHeader (SipHeader (name = 'from', body = fr0m)) 
    self.appendHeader (SipHeader (name = 'to', body = to)) 
    self.appendHeader (SipHeader (name = 'call-id', body = callid)) 
    self.appendHeader (SipHeader (name = 'cseq', body = cseq)) 
    self.appendHeader (SipHeader (name = 'server')) 
    if (body != None) : 
        self.setBody (body) 

    
    

    Fix the buggy line: if (rrs != None) :
targets: if (buf != None) :
inputs: @ pytest.mark.skipif ((greenlet is None), reason = 'greenlet not installed') 
def test_greenlet_context_copying_api() : 
    app = flask.Flask (__name__) 
    greenlets = [] 
    @ app.route ('/') 
    def index() : 
        reqctx = flask._request_ctx_stack.top.copy () 
        @ flask.copy_current_request_context 
        def g() : 
            assert flask.request 
            assert (flask.current_app == app) 
            assert (flask.request.path == '/') 
            assert (flask.request.args ['foo'] == 'bar') 
            return 42 
greenlets.append (greenlet (g)) 
        return 'Hello World!' 
rv = app.test_client ().get ('/?foo=bar') 
    assert (rv.data == b'Hello World!') 
    result = greenlets [0].run () 
    assert (result == 42) 

Is there a bug in the code above?
targets: No
inputs: def create(kernel) : 
    result = Creature () 
    result.template = 'object/mobile/shared_falumpaset.iff' 
    result.attribute_template_id = 9 
    result.stfName ('monster_name', 'falumpaset') 
    return <MASK> 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: result
inputs: def aggregate(self, name, value, user = DEFAULT_MONITOR_USER) : 
    self.produce ('Aggregate', name, user = user, value = <MASK>) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: value
inputs: def Flush(self, sync = True) : 
    send_notification = (self._dirty and (self.Schema.DATA in self.new_attributes)) 
    super (PackedVersionedCollection, self).Flush (sync = sync) 
    if self : 
        self.ScheduleNotification (self.urn, token = self.token) 

    
    

    Fix the buggy line: if self :
targets: if send_notification :
inputs: @ test.create_stubs ({ 
    api.network : ('floating_ip_supported', 'tenant_floating_ip_list', 'security_group_list', 'floating_ip_pools_list'), 
    api.nova : ('keypair_list', 'server_list'), 
    quotas : ('tenant_quota_usages',), 
    api.base : ('is_service_enabled',), 
}) 
def _test_create_button_disabled_when_quota_exceeded(self, network_enabled) : 
    keypairs = self.keypairs.list () 
    floating_ips = self.floating_ips.list () 
    floating_pools = self.pools.list () 
    sec_groups = self.security_groups.list () 
    quota_data = self.quota_usages.first () 
    quota_data ['security_groups'] ['available'] = 0 
    api.network.floating_ip_supported (IsA (http.HttpRequest)).AndReturn (True) 
    api.network.tenant_floating_ip_list (IsA (http.HttpRequest)).AndReturn (floating_ips) 
    api.network.floating_ip_pools_list (IsA (http.HttpRequest)).AndReturn (floating_pools) 
    api.network.security_group_list (IsA (http.HttpRequest)).AndReturn (sec_groups) 
    api.nova.keypair_list (IsA (http.HttpRequest)).AndReturn (keypairs) 
    api.nova.server_list (IsA (http.HttpRequest)).AndReturn ([self.servers.list (), False]) 
    quotas.tenant_quota_usages (IsA (http.HttpRequest)).MultipleTimes ().AndReturn (quota_data) 
    api.base.is_service_enabled (IsA (http.HttpRequest), 'network').MultipleTimes ().AndReturn (keypairs) 
    api.base.is_service_enabled (IsA (http.HttpRequest), 'ec2').MultipleTimes ().AndReturn (False) 
    self.mox.ReplayAll () 
    res = self.client.get ((INDEX_URL + '?tab=access_security_tabs__security_groups_tab')) 
    security_groups = res.context ['security_groups_table'].data 
    self.assertItemsEqual (security_groups, self.security_groups.list ()) 
    create_link = tables.CreateGroup () 
    url = create_link.get_link_url () 
    classes = (list (create_link.get_default_classes ()) + list (create_link.classes)) 
    link_name = ('%s (%s)' % (unicode (create_link.verbose_name), 'Quota exceeded')) 
    expected_string = ("<a href='%s' title='%s'  class='%s disabled'...

Is there a bug in the code above?
targets: Yes
inputs: def addPage(self, page) : 
    " Add a QPage instance to the notebook.

        This method should be used in favor of the 'addTab' method.

        Parameters
        ----------
        page : QPage
            The QPage instance to add to the notebook.

        " 
    self.insertPage (self.count (), self) 

    
    

    Fix the buggy line: self.insertPage (self.count (), self)
targets: self.insertPage (self.count (), page)
inputs: def add_listener(self, listener) : 
    self.listeners.append (<MASK>) 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: self, listener
targets: listener
inputs: def __init__(self, distribution, kernel, Z, threshold, spread) : 
    if (not isinstance (distribution, Distribution)) : 
        raise TypeError ('Target must be a Distribution object') 
if (not isinstance (kernel, Kernel)) : 
        raise TypeError ('Kernel must be a Kernel object') 
if (not (type (Z) is numpy.ndarray)) : 
        raise TypeError ('History must be a numpy array') 
if (not (len (Z.shape) == 2)) : 
        raise ValueError ('History must be a 2D numpy array') 
if (not (Z.shape [1] == distribution.dimension)) : 
        raise ValueError ('History dimension does not match target dimension') 
if (not (Z.shape [0] > 0)) : 
        raise ValueError ('History must contain at least one point') 
if (not (type (threshold) is float)) : 
        raise TypeError ('Threshold must be a float') 
if (not (type (spread) is float)) : 
        raise TypeError ('Spread must be a float') 
if (not ((spread > 0.0) and (spread < 1.0))) : 
        raise ValueError ('Spread must be a probability') 
MCMCSampler.__init__ (self, distribution) 
    self.kernel = kernel 
    self.Z = Z 
    self.threshold = threshold 
    self.spread = spread 

Is there a bug in the code above?
targets: No
inputs: def ByteSize(self) : 
    n = 0 
    if self.has_presence_ : 
        n += (1 + self.lengthVarInt64 (self.presence_)) 
if n.has_valid_ : 
        n += 2 
return (n + 2) 

Is there a bug in the code above?
targets: Yes
inputs: @ testhelp.context ('rollback', 'fileoverlap') 
def testSharedHardLinks(self) : 
    info = { 
        'user' : pwd.getpwuid (os.getuid ()) [0], 
        'group' : grp.getgrgid (os.getgid ()) [0], 
} 
    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)))]) 
    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)))]) 
    self.updatePkg ('foo:runtime') 
    self.updatePkg ('bar:runtime', keepExisting = True) 
    self.checkOwners ('/a', [foo, bar]) 
    groupRecipe = "
class GroupConflicts(GroupRecipe):
    name = 'group-dist'
    version = '1.0'
    clearBuildRequires()
    autoResolve = False

    def setup(r):
        r.VersionConflicts(exceptions = 'group-dist')
        r.add('foo:runtime')
        r.add('bar:runtime')
" 
    (built, d) = self.buildRecipe (self, 'GroupConflicts') 

    
    

    Fix the buggy line: (built, d) = self.buildRecipe (self, 'GroupConflicts')
targets: (built, d) = self.buildRecipe (groupRecipe, 'GroupConflicts')
inputs: @ ensure_valid_username 
@ ensure_valid_groupname 
def group_command(args) : 
    session = make_session () 
    group = session.query (Group).filter_by (groupname = args.groupname).scalar () 
    if (not group) : 
        logging.error ('No such group %s'.format (args.groupname)) 
        return 
for username in args.username : 
        user = User.get (session, name = username) 
        if (not user) : 
            logging.error ("no such user '{}'".format (username)) 
            return 
if (args.subcommand == 'add_member') : 
            if args.member : 
                role = 'member' 
else : 
                if args.owner : 
                    role = 'owner' 
else : 
                    if args.np_owner : 
                        role = 'np-owner' 
else : 
                        if args.manager : 
                            role = 'manager' 
assert role 
            logging.info ('Adding {} as {} to group {}'.format (username, role, args.groupname)) 
            group.add_member (user, user, 'grouper-ctl join', status = 'actioned', role = role) 
            AuditLog.log (session, user.id, 'join_group', '{} manually joined via grouper-ctl'.format (username), on_group_id = group.id) 
            session.commit () 
else : 
            if (args.subcommand == 'remove_member') : 
                logging.info ('Removing {} from group {}'.format (username, args.groupname)) 
                group.revoke_member (user, user, 'grouper-ctl remove') 
                AuditLog.log (session, user.id, 'leave_group', '{} manually left via grouper-ctl'.format (username), on_group_id = <MASK>.id) 
                session.commit () 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: group
inputs: def __str__(self) : 
    '
        Return a string representing the graph when requested by str() (or print).

        @rtype:  string
        @return: String representing the graph.
        ' 
    str_nodes = repr (self.nodes ()) 
    str_edges = repr (self.edges ()) 
    return ('%s %s' % (str_edges, str_edges)) 

    
    

    Fix the buggy line: return ('%s %s' % (str_edges, str_edges))
targets: return ('%s %s' % (str_nodes, str_edges))
inputs: def fetch() : 
    logger = logging.getLogger ('Fetch') 
    success_total = 0 
    fail_total = 0 
    logger.info ('Commencing fetch.') 
    personas = OnlinePersona.objects.all () 
    for persona in personas : 
        success_persona = 0 
        fail_persona = 0 
        logger.info (('Fetching accounts related to "%s"' % persona.name)) 
        accounts = persona.accounts () 
        if (accounts.count == 0) : 
            logger.info (('Persona "%s" has no defined accounts. Skipping...' % persona.name)) 
            continue 
for account in accounts : 
            if (not account.active) : 
                logger.info (('Skipping inactive %s account "%s"' % (account.service, account))) 
                continue 
logger.info (('Fetching activity from %s account "%s"' % (account.service, account))) 
            modulename = ('djangregator.services.%s' % account.service) 
            try : 
                module = __import__ (modulename, globals (), locals (), ['fetch']) 
except ImportError : 
                fail_persona += 1 
                fail_total += 1 
                logger.error (('Unable to load a backend for fetching from %s. Skipping...' % account.service)) 
                continue 
try : 
                (created, existing) = module.fetch (account) 
                logger.info (('%s: fetched %d new, skipped %d existing' % (account.service, created, existing))) 
except : 
                fail_persona += 1 
                fail_total += 1 
                (exc_type, exc_value) = sys.exc_info () [: 2] 
                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')))) 
else : 
                success_persona += 1 
                success_total += 1 
persona_report = '--- Persona "%s" fetch report: %d OK, %d failed.' 
        if (not fail_persona) : 
            logger.info ((persona_report % (persona.name, success_persona, fail_persona))) 
else : 
          ...

    
    

    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)))
inputs: @ lower_builtin ('*=', types.List, types.Integer) 
def list_mul_inplace(context, builder, sig, args) : 
    inst = ListInstance (context, builder, sig.args [0], args [0]) 
    src_size = inst.size 
    mult = args [1] 
    zero = ir.Constant (context.type, 0) 
    mult = builder.select (cgutils.is_neg_int (builder, mult), zero, mult) 
    nitems = builder.mul (mult, src_size) 
    inst.resize (nitems) 
    with cgutils.for_range_slice (builder, src_size, nitems, src_size, inc = True) as (dest_offset, _) : 
        with cgutils.for_range (builder, src_size) as loop : 
            value = inst.getitem (loop.index) 
            inst.setitem (builder.add (loop.index, dest_offset), value) 
return impl_ret_borrowed (context, builder, sig.return_type, inst.value) 

Is there a bug in the code above?
targets: Yes
inputs: def test_default_language_descriptor_with_callable(self) : 
    m = DefaultLanguageFieldModelWithCallable () 
    self.assertEqual (m.lang, 'fr') 
    self.assertEqual (m.default_language, 'fr') 
    m.title_fr = 'Bonjour' 
    m.title_en = 'Hello' 
    m.save () 
    self.assertEqual (m.cached_translations_count, 2) 
    translation.activate ('it') 
    self.assertEqual (<MASK>.title, 'Bonjour') 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: m
inputs: def __init__(self, * args, **kwargs) : 
    super (UnknownDeploymentInputError, self).__init__ (400, UnknownDeploymentInputError.ERROR_CODE, * args, ** args) 

Is there a bug in the code above?
targets: Yes
inputs: def __panes_rec(self) : 
    if ((self.__vert_split_pos is None) and (self.__horz_split_pos is None)) : 
        return b'' 
if (self.__vert_split_pos is None) : 
        self.__vert_split_pos = 0 
if (self.__horz_split_pos is None) : 
        self.__horz_split_pos = 0 
if self.__panes_frozen : 
        if (self.__vert_split_first_visible is None) : 
            self.__vert_split_first_visible = self.__vert_split_pos 
if (self.__horz_split_first_visible is None) : 
            self.__horz_split_first_visible = self.__horz_split_pos 
else : 
        if (self.__vert_split_first_visible is None) : 
            self.__vert_split_first_visible = 0 
if (self.__horz_split_first_visible is None) : 
            self.__horz_split_first_visible = 0 
self.__horz_split_pos = ((20 * self.__horz_split_pos) + 255) 
        self.__vert_split_pos = int (((113.879 * self.__vert_split_pos) + 390)) 
if ((self.__vert_split_pos > 0) and (self.__horz_split_pos > 0)) : 
        self.__split_active_pane = 0 
else : 
        if ((self.__vert_split_pos > 0) and (<MASK>.__horz_split_pos == 0)) : 
            self.__split_active_pane = 1 
else : 
            if ((self.__vert_split_pos == 0) and (self.__horz_split_pos > 0)) : 
                self.__split_active_pane = 2 
else : 
                self.__split_active_pane = 3 
result = 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 () 
    return result 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: result, self
targets: self
inputs: @ defer.inlineCallbacks 
def reserveFailed(self, header, connection_id, connection_states, err) : 
    log.msg ('', system = LOG_SYSTEM) 
    log.msg (('reserveFailed from %s. Connection ID: %s. Error: %s' % (header.provider_nsa, connection_id, connection_id)), system = LOG_SYSTEM) 
    if (not (header.correlation_id in self.reservations)) : 
        msg = ('Unrecognized correlation id %s in reserveFailed. Connection ID %s. NSA %s' % (header.correlation_id, connection_id, header.provider_nsa)) 
        log.msg (msg, system = LOG_SYSTEM) 
        raise error.ConnectionNonExistentError (msg) 
org_provider_nsa = self.reservations [header.correlation_id] ['provider_nsa'] 
    if (header.provider_nsa != org_provider_nsa) : 
        log.msg (('Provider NSA in header %s for reserveFailed does not match saved identity %s' % (header.provider_nsa, org_provider_nsa)), system = LOG_SYSTEM) 
        raise error.SecurityError ('Provider NSA for connection does not match saved identity') 
resv_info = self.reservations.pop (header.correlation_id) 
    service_connection_key = resv_info ['service_connection_id'] 
    conn = (yield self.getConnectionByKey (service_connection_key)) 
    if (conn.reservation_state != state.RESERVE_FAILED) : 
        (yield state.reserveFailed (conn)) 
header = nsa.NSIHeader (conn.requester_nsa, self.nsa_.urn ()) 
    self.parent_requester.reserveFailed (header, conn.connection_id, connection_states, err) 

Is there a bug in the code above?
targets: Yes
inputs: def __delitem__(self, key) : 
    return self._meta.__delitem__ (self) 

Is there a bug in the code above?
targets: Yes
inputs: def reboot_node(self, node) : 
    '
        Reboot the node by passing in the node object
        ' 
    params = { 
        'Action' : 'RebootInstances', 
} 
    params.update (self._pathlist ('InstanceId', [<MASK>.id])) 
    res = self.connection.request ('/', params = params).object 
    return self._get_boolean (res) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: node
inputs: def handle_starttag(self, tag, attrs) : 
    if (tag == 'meta') : 
        http_equiv = content = None 
        for (k, v) in attrs : 
            if (k == 'http-equiv') : 
                http_equiv = string.lower (v) 
else : 
                if (k == 'content') : 
                    content = self 
if ((http_equiv == 'content-type') and content) : 
            header = mimetools.Message (StringIO.StringIO (('%s: %s

' % (http_equiv, content)))) 
            encoding = header.getparam ('charset') 
            if encoding : 
                self.encoding = encoding 
if (tag in AUTOCLOSE) : 
        if (self.__stack and (self.__stack [(- 1)] == tag)) : 
            self.handle_endtag (tag) 
self.__stack.append (tag) 
    attrib = { 
        
} 
    if attrs : 
        for (k, v) in attrs : 
            attrib [string.lower (k)] = v 
self.__builder.start (tag, attrib) 
    if (tag in IGNOREEND) : 
        self.__stack.pop () 
        self.__builder.end (tag) 

    
    

    Fix the buggy line: content = self
targets: content = v
inputs: def __init__(self, name, has_suffix, find_fn) : 
    self.name = name 
    self.has_suffix = has_suffix 
    self.find_from_list = <MASK> 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: name, has_suffix, self, find_fn
targets: find_fn
inputs: def build_params_dict(entity_name, config_params_key, additional_params = None) : 
    ' Returns a dictionary of parameters to use when rendering CloudFormation
    templates or user data scripts from template.

    Parameter sources include gonzo defined defaults, cloud configuration and
    a comma separated key value command line argument. They get overridden in
    that order. ' 
    params = { 
        'hostname' : entity_name, 
        'stackname' : entity_name, 
        'domain' : config.get_cloud () ['DNS_ZONE'], 
        'fqdn' : ('%s.%s' % (entity_name, config.get_cloud () ['DNS_ZONE'])), 
} 
    if (config_params_key in config.get_cloud ()) : 
        params.update (config.get_cloud () [config_params_key]) 
if (<MASK> is not None) : 
        params.update (additional_params) 
return params 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: additional_params
inputs: def byref_at(obj, offset, _byref = byref, _c_void_p_from_address = c_void_p.from_address, _byref_pointer_offset = _calc_offset ()) : 
    "byref_at(cobj, offset) behaves similar this C code:

        (((char *)&obj) + offset)

    In other words, the returned 'pointer' points to the address of
    'cobj' + 'offset'.  'offset' is in units of bytes.
    " 
    ref = _byref (obj) 
    _c_void_p_from_address ((id (ref) + _byref_pointer_offset)).value += offset 
    return <MASK> 
    
    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
inputs: @ _auth_return_future 
def friendfeed_request(self, path, callback, access_token = None, post_args = None, **args) : 
    'Fetches the given relative API path, e.g., "/bret/friends"

        If the request is a POST, ``post_args`` should be provided. Query
        string arguments should be given as keyword arguments.

        All the FriendFeed methods are documented at
        http://friendfeed.com/api/documentation.

        Many methods require an OAuth access token which you can
        obtain through `~OAuthMixin.authorize_redirect` and
        `~OAuthMixin.get_authenticated_user`. The user returned
        through that process includes an ``access_token`` attribute that
        can be used to make authenticated requests via this
        method.

        Example usage::

            class MainHandler(tornado.web.RequestHandler,
                              tornado.auth.FriendFeedMixin):
                @tornado.web.authenticated
                @tornado.web.asynchronous
                @tornado.gen.coroutine
                def get(self):
                    new_entry = yield self.friendfeed_request(
                        "/entry",
                        post_args={"body": "Testing Tornado Web Server"},
                        access_token=self.current_user["access_token"])

                    if not new_entry:
                        # Call failed; perhaps missing permission?
                        yield self.authorize_redirect()
                        return
                    self.finish("Posted a message!")

        ' 
    url = ('http://friendfeed-api.com/v2' + path) 
    if access_token : 
        all_args = { 
            
} 
        all_args.update (args) 
        all_args.update ((post_args or { 
            
})) 
        method = ('POST' if (post_args is not None) else 'GET') 
        oauth = self._oauth_request_parameters (url, access_token, all_args, method = method) 
        args.update (oauth) 
if args : 
        url += ('?' + urllib_parse.urlencode (args)) 
callback =...
    
    Given the code above, what is a proper replacement for <MASK>?
targets: post_args
inputs: @ classmethod 
def metadata(cls, topics) : 
    return ConsumerProtocolMemberMetadata (<MASK>.version, list (topics), b'') 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: cls
inputs: def __eq__(self, other) : 
    'Equality' 
    try : 
        return ((self.uri == other.uri) and (self.apiname == self.apiname)) 
except Exception : 
        return False 

Is there a bug in the code above?
targets: Yes
inputs: def __init__(self, inferType, priorDict = None) : 
    if (inferType == 'EM') : 
        raise ValueError ('EM not supported for DPMixModel') 
self.inferType = inferType 
    if (priorDict is None) : 
        self.alpha0 = 1.0 
        self.alpha1 = 1.0 
        self.truncType = 'z' 
else : 
        self.set_prior (<MASK>) 
self.K = 0 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: priorDict, inferType, self
targets: priorDict
inputs: def __init__(self, initial_clock = 0, comparer = None) : 
    'Creates a new virtual time scheduler with the specified initial
        clock value and absolute time comparer.

        Keyword arguments:
        initial_clock -- Initial value for the clock.
        comparer -- Comparer to determine causality of events based on absolute
            time.' 
    self.clock = self 
    self.comparer = comparer 
    self.is_enabled = False 
    self.queue = PriorityQueue (1024) 
    super (VirtualTimeScheduler, self).__init__ () 

Is there a bug in the code above?
targets: Yes
inputs: @ pytest.mark.network 
def test_no_extras_uninstall(script) : 
    '
    No extras dependency gets uninstalled when the root package is uninstalled
    ' 
    result = script.pip ('install', 'Paste[openid]==1.7.5.1', expect_stderr = True) 
    assert (join (result.site_packages, 'paste') in result.files_created), sorted (result.files_created.keys ()) 
    assert (join (script.site_packages, 'openid') in result.files_created), sorted (result.files_created.keys ()) 
    result2 = script.pip ('uninstall', 'Paste', '-y') 
    initools_folder = (script.site_packages / 'openid') 
    assert (initools_folder not in result2.files_deleted), result.files_deleted 

    
    

    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 ())
inputs: def test_action_vol(self) : 
    tenant = fakes.tenants ['foo'] 
    app = self.get_app () 
    for action in ('online', 'offline', 'backup', 'snapshot', 'resize') : 
        headers = { 
            'Category' : ('%s;scheme="http://schemas.ogf.org/occi/infrastructure/storage/action#";class="action"' % <MASK>), 
} 
        for vol in fakes.volumes [tenant ['id']] : 
            req = self._build_req (('/storage/%s?action=%s' % (vol ['id'], action)), tenant ['id'], method = 'POST', headers = headers) 
            resp = req.get_response (app) 
            self.assertDefaults (resp) 
            self.assertEqual (501, resp.status_code) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: action
inputs: def _sf(self, x, n, p) : 
    k = floor (x) 
    return special.bdtrc (x, n, p) 

    
    

    Fix the buggy line: return special.bdtrc (x, n, p)
targets: return special.bdtrc (k, n, p)
inputs: @ mock_streams ('stdout') 
def test_puts_without_prefix() : 
    "
    puts() shouldn't prefix output with env.host_string if show_prefix is False
    " 
    s = 'my output' 
    h = 'localhost' 
    puts (<MASK>, show_prefix = False) 
    eq_ (sys.stdout.getvalue (), ('%s' % (s + '
'))) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: s
inputs: def train_model(dataset) : 
    X = T.tensor4 () 
    Y = T.lvector () 
    layers = [] 
    layers.append (ConvPoolLayer (input = X, input_shape = (1, 28, 28), filter_shape = (32, 1, 5, 5), pool_shape = (2, 2), active_func = actfuncs.tanh)) 
    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)) 
    layers.append (FullConnLayer (input = layers [(- 1)].output, input_shape = layers [(- 1)].output_shape, output_shape = 512, active_func = actfuncs.tanh)) 
    layers.append (FullConnLayer (input = layers [(- 1)].output, input_shape = layers [(- 1)].output_shape, output_shape = 10, active_func = actfuncs.softmax)) 
    model = NeuralNet (layers, X, layers [(- 1)].output) 
    model.target = Y 
    model.cost = costfuncs.neglog (layers [(- 1)].output, Y) 
    model.error = costfuncs.miscls_rate (layers [(- 1)].output, Y) 
    sgd.train (<MASK>, dataset, lr = 0.1, momentum = 0.9, batch_size = 500, n_epochs = 200, lr_decr = 1.0) 
    return model 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: model
inputs: def test_random_hasher_sparse_data() : 
    (X, y) = datasets.make_multilabel_classification (random_state = 0) 
    hasher = RandomTreesEmbedding (n_estimators = 30, random_state = 1) 
    X_transformed = hasher.fit_transform (X) 
    X_transformed_sparse = hasher.fit_transform (csc_matrix (<MASK>)) 
    assert_array_equal (X_transformed_sparse.toarray (), X_transformed.toarray ()) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: X
inputs: @ cache_page ((60 * 15)) 
def opensearch_suggestions(request) : 
    'A simple search view that returns OpenSearch suggestions.' 
    content_type = 'application/x-suggestions+json' 
    search_form = SimpleSearchForm (request.GET, auto_id = False) 
    if (not search_form.is_valid ()) : 
        return HttpResponseBadRequest (content_type = content_type) 
cleaned = search_form.cleaned_data 
    language = locale_or_default ((cleaned ['language'] or request.LANGUAGE_CODE)) 
    searcher = generate_simple_search (search_form, language, with_highlights = False) 
    searcher = searcher.values_dict ('document_title', 'question_title', 'url') 
    results = searcher [: 10] 
    def urlize(r) : 
        return ('%s://%s%s' % (('https' if request.is_secure () else 'http'), request.get_host (), r ['url'] [0])) 
def titleize(r) : 
        return r.get ('document_title', r.get ('question_title', [_ ('No title')])) [0] 
try : 
        data = [cleaned ['q'], [titleize (r) for r in results], [], [urlize (r) for r in results]] 
except ES_EXCEPTIONS : 
        data = [] 
return HttpResponse (json.dumps (<MASK>), content_type = content_type) 
    
    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
inputs: @ staticmethod 
def from_dict(domain_specific_properties_dict) : 
    if (not domain_specific_properties_dict) : 
        return None 
xsi_type = domain_specific_properties_dict.get ('xsi:type') 
    if (not xsi_type) : 
        raise ValueError ('dictionary does not have xsi:type key') 
klass_name = xsi_type.split (':') [1].rstrip ('Type') 
    klass = globals () [klass_name] 
    dom_obj = klass.from_dict (domain_specific_properties_dict) 
    return <MASK> 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: dom_obj
inputs: def print_list() : 
    parsed = config.reconfig (parser) 
    driver = nodelib.get_driver (parsed.secret_key, <MASK>.userid, parsed.provider) 
    [print (('%s %s' % (n.name, n.public_ips))) for n in nodelib.list_nodes (driver)] 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: driver, n, parsed
targets: parsed
inputs: def test_sha1_invalid_match(self) : 
    creds = 'sha1:salt$deadbabedeadbabedeadbabec0ffeebadc0ffeee' 
    match = self.auth_encoder.match ('keystring', <MASK>) 
    self.assertEqual (match, False) 
    creds = 'sha1:salt$d50dc700c296e23ce5b41f7431a0e01f69010f06' 
    match = self.auth_encoder.match ('keystring2', creds) 
    self.assertEqual (match, False) 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: self, match, creds
targets: creds
inputs: def cache(f, * args, **kwargs) : 
    result = f (* args, cache = False, ** kwargs) 
    key = api.cache.get_mongo_key (f, * <MASK>, ** kwargs) 
    api.cache.set (key, result) 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: key, f, kwargs, args, result
targets: args
inputs: def _real_extract(self, url) : 
    mobj = re.match (self._VALID_URL, url) 
    video_id = mobj.group ('id') 
    page = self._download_webpage (url, video_id) 
    title = self._og_search_title (page) 
    description = self._og_search_description (page) 
    thumbnail = self._og_search_thumbnail (page) 
    duration = self._html_search_meta ('video:duration', page, 'duration', fatal = False) 
    view_count = self._og_search_property ('count', page, fatal = False) 
    uploader = self._html_search_regex ('<div>by&nbsp;<a href="[^"]+" class="purple">([^<]+)</a></div>', page, 'uploader', fatal = False) 
    formats = [{ 
        'url' : ('http://media0-eu-nl.musicplayon.com/stream-mobile?id=%s&type=.mp4' % video_id), 
        'ext' : 'mp4', 
}] 
    manifest = self._download_webpage (('http://en.musicplayon.com/manifest.m3u8?v=%s' % video_id), video_id, 'Downloading manifest') 
    for entry in manifest.split ('#') [1 :] : 
        if entry.startswith ('EXT-X-STREAM-INF:') : 
            (meta, url, _) = entry.split ('
') 
            params = dict ((param.split ('=') for param in meta.split (',') [1 :])) 
            formats.append ({ 
                'url' : url, 
                'ext' : 'mp4', 
                'tbr' : int (params ['BANDWIDTH']), 
                'width' : int (params ['RESOLUTION'].split ('x') [1]), 
                'height' : int (params ['RESOLUTION'].split ('x') [(- 1)]), 
                'format_note' : params ['NAME'].replace ('"', '').strip (), 
}) 
return { 
        'id' : video_id, 
        'title' : title, 
        'description' : param, 
        'thumbnail' : thumbnail, 
        'uploader' : uploader, 
        'duration' : int_or_none (duration), 
        'view_count' : int_or_none (view_count), 
        'formats' : formats, 
} 

    
    

    Fix the buggy line: 'description' : param ,
targets: 'description' : description ,
inputs: @ functools.wraps (_original_methods ['remove']) 
def _remove(collection_self, spec_or_id, safe = None, **kwargs) : 
    start_time = time.time () 
    result = _original_methods ['remove'] (collection_self, spec_or_id, ** kwargs) 
    total_time = ((time.time () - start_time) * 1000) 
    __traceback_hide__ = True 
    (stack_trace, internal) = _tidy_stacktrace () 
    removes.append ({ 
        'spec_or_id' : spec_or_id, 
        'time' : total_time, 
        '   ' : stack_trace, 
        'size' : (response_sizes [(- 1)] if response_sizes else 0), 
        'internal' : internal, 
}) 
    return result 

Is there a bug in the code above?
targets: No
inputs: def communicate(input, coro = None) : 
    if (platform.system () == 'Windows') : 
        pipe = asyncoro.asyncfile.Popen (['\\cygwin64\\bin\\sha1sum.exe'], stdin = subprocess.PIPE, stdout = subprocess.PIPE) 
else : 
        pipe = subprocess.Popen (['sha1sum'], stdin = subprocess.PIPE, stdout = subprocess.PIPE) 
async_pipe = asyncoro.asyncfile.AsyncPipe (pipe) 
    input = open (stdout) 
    (stdout, stderr) = (yield async_pipe.communicate (input)) 
    print (('communicate sha1sum: %s' % stdout)) 

    
    

    Fix the buggy line: input = open (stdout)
targets: input = open (input)
inputs: def _write_hdf(self, h5, name = None) : 
    if (name is None) : 
        name = self.name 
dgrp = h5.require_group ('/data') 
    if ((name in dgrp) and (('__%s' % _hash (dgrp [name].value) [: 16]) == name)) : 
        return h5.get (('/data/%s' % name)) 
node = _hdf_write (h5, <MASK>.data, name = name) 
    node.attrs ['subject'] = self.subject 
    return node 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: h5, dgrp, name, node, self
targets: self
inputs: def __init__(self, lang_vars = PunktLanguageVars (), token_cls = PunktToken, params = PunktParameters ()) : 
    self._params = <MASK> 
    self._lang_vars = lang_vars 
    self._Token = token_cls 
    'The collection of parameters that determines the behavior
        of the punkt tokenizer.' 
    
    Given the code above, what is a proper replacement for <MASK>? Choose among: lang_vars, token_cls, self, params
targets: params
inputs: def _parsed(self, path) : 
    doc = self._fetch (path) 
    return _parse (<MASK>.documentElement) 
    
    Given the code above, what is a proper replacement for <MASK>?
targets: doc