code stringlengths 51 2.34k | sequence stringlengths 186 3.94k | docstring stringlengths 11 171 |
|---|---|---|
def randomdate(year: int) -> datetime.date:
if calendar.isleap(year):
doy = random.randrange(366)
else:
doy = random.randrange(365)
return datetime.date(year, 1, 1) + datetime.timedelta(days=doy) | module function_definition identifier parameters typed_parameter identifier type identifier type attribute identifier identifier block if_statement call attribute identifier identifier argument_list identifier block expression_statement assignment identifier call attribute identifier identifier argument_list integer el... | gives random date in year |
def perform(self):
if self._driver.w3c:
self.w3c_actions.perform()
else:
for action in self._actions:
action() | module function_definition identifier parameters identifier block if_statement attribute attribute identifier identifier identifier block expression_statement call attribute attribute identifier identifier identifier argument_list else_clause block for_statement identifier attribute identifier identifier block expressi... | Performs all stored actions. |
def disttar_suffix(env, sources):
env_dict = env.Dictionary()
if env_dict.has_key("DISTTAR_FORMAT") and env_dict["DISTTAR_FORMAT"] in ["gz", "bz2"]:
return ".tar." + env_dict["DISTTAR_FORMAT"]
else:
return ".tar" | module function_definition identifier parameters identifier identifier block expression_statement assignment identifier call attribute identifier identifier argument_list if_statement boolean_operator call attribute identifier identifier argument_list string string_start string_content string_end comparison_operator su... | tar archive suffix generator |
def add_state(self):
sid = len(self.states)
self.states.append(DFAState(sid))
return sid | module function_definition identifier parameters identifier block expression_statement assignment identifier call identifier argument_list attribute identifier identifier expression_statement call attribute attribute identifier identifier identifier argument_list call identifier argument_list identifier return_statemen... | Adds a new state |
def update(self, prob):
chunk_activated = prob > 1.0 - self.sensitivity
if chunk_activated or self.activation < 0:
self.activation += 1
has_activated = self.activation > self.trigger_level
if has_activated or chunk_activated and self.activation < 0:
se... | module function_definition identifier parameters identifier identifier block expression_statement assignment identifier comparison_operator identifier binary_operator float attribute identifier identifier if_statement boolean_operator identifier comparison_operator attribute identifier identifier integer block expressi... | Returns whether the new prediction caused an activation |
def copy(self, src_url, dst_url):
src_bucket, src_key = _parse_url(src_url)
dst_bucket, dst_key = _parse_url(dst_url)
if not dst_bucket:
dst_bucket = src_bucket
params = {
'copy_source': '/'.join((src_bucket, src_key)),
'bucket': dst_bucket,
... | module function_definition identifier parameters identifier identifier identifier block expression_statement assignment pattern_list identifier identifier call identifier argument_list identifier expression_statement assignment pattern_list identifier identifier call identifier argument_list identifier if_statement not... | Copy an S3 object to another S3 location. |
def matches_input(self, optimized_str):
if all([keyword in optimized_str for keyword in self['keywords']]):
logger.debug('Matched template %s', self['template_name'])
return True | module function_definition identifier parameters identifier identifier block if_statement call identifier argument_list list_comprehension comparison_operator identifier identifier for_in_clause identifier subscript identifier string string_start string_content string_end block expression_statement call attribute ident... | See if string matches keywords set in template file |
def img2img_transformer_base():
hparams = image_transformer2d_base()
hparams.layer_preprocess_sequence = "n"
hparams.layer_postprocess_sequence = "da"
hparams.learning_rate = 0.2
hparams.layer_prepostprocess_dropout = 0.1
hparams.learning_rate_warmup_steps = 12000
hparams.filter_size = 2048
hparams.num_... | module function_definition identifier parameters block expression_statement assignment identifier call identifier argument_list expression_statement assignment attribute identifier identifier string string_start string_content string_end expression_statement assignment attribute identifier identifier string string_star... | Base params for local1d attention. |
def _instantiate(self, module, class_name,
args=None, kwargs=None, static=None):
if args is None:
args = []
if kwargs is None:
kwargs = {}
if static is None:
static = False
_check_type('args', args, list)
_check_type('kwarg... | module function_definition identifier parameters identifier identifier identifier default_parameter identifier none default_parameter identifier none default_parameter identifier none block if_statement comparison_operator identifier none block expression_statement assignment identifier list if_statement comparison_ope... | Instantiates a class if provided |
def add_to_gui(self, content):
if not self.rewrite_config:
raise DirectoryException("Error! Directory was not intialized w/ rewrite_config.")
if not self.gui_file:
self.gui_path, self.gui_file = self.__get_gui_handle(self.root_dir)
self.gui_file.write(content + '\n') | module function_definition identifier parameters identifier identifier block if_statement not_operator attribute identifier identifier block raise_statement call identifier argument_list string string_start string_content string_end if_statement not_operator attribute identifier identifier block expression_statement as... | add content to the gui script. |
def _assert_all_loadable_terms_specialized_to(self, domain):
for term in self.graph.node:
if isinstance(term, LoadableTerm):
assert term.domain is domain | module function_definition identifier parameters identifier identifier block for_statement identifier attribute attribute identifier identifier identifier block if_statement call identifier argument_list identifier identifier block assert_statement comparison_operator attribute identifier identifier identifier | Make sure that we've specialized all loadable terms in the graph. |
def pricing(sort='cost', **kwargs):
for name, provider in env.providers.items():
print name
provider.pricing(sort, **kwargs)
print | module function_definition identifier parameters default_parameter identifier string string_start string_content string_end dictionary_splat_pattern identifier block for_statement pattern_list identifier identifier call attribute attribute identifier identifier identifier argument_list block print_statement identifier ... | Print pricing tables for all enabled providers |
async def _retrieve_messages_before_strategy(self, retrieve):
before = self.before.id if self.before else None
data = await self.logs_from(self.channel.id, retrieve, before=before)
if len(data):
if self.limit is not None:
self.limit -= retrieve
self.before... | module function_definition identifier parameters identifier identifier block expression_statement assignment identifier conditional_expression attribute attribute identifier identifier identifier attribute identifier identifier none expression_statement assignment identifier await call attribute identifier identifier a... | Retrieve messages using before parameter. |
def all_valid(formsets):
valid = True
for formset in formsets:
if not formset.is_valid():
valid = False
return valid | module function_definition identifier parameters identifier block expression_statement assignment identifier true for_statement identifier identifier block if_statement not_operator call attribute identifier identifier argument_list block expression_statement assignment identifier false return_statement identifier | Returns true if every formset in formsets is valid. |
def delete_resource(self, resource_id):
uri = self._get_resource_uri(guid=resource_id)
return self.service._delete(uri) | module function_definition identifier parameters identifier identifier block expression_statement assignment identifier call attribute identifier identifier argument_list keyword_argument identifier identifier return_statement call attribute attribute identifier identifier identifier argument_list identifier | Remove a specific resource by its identifier. |
def child(self, name, data, source=None):
try:
if isinstance(data, dict):
self.children[name].update(data)
else:
self.children[name].grow(data)
except KeyError:
self.children[name] = Tree(data, name, parent=self)
if source is no... | module function_definition identifier parameters identifier identifier identifier default_parameter identifier none block try_statement block if_statement call identifier argument_list identifier identifier block expression_statement call attribute subscript attribute identifier identifier identifier identifier argumen... | Create or update child with given data |
def prepare_to_generate(self, data_dir, tmp_dir):
self.get_or_create_vocab(data_dir, tmp_dir)
self.train_text_filepaths(tmp_dir)
self.dev_text_filepaths(tmp_dir) | module function_definition identifier parameters identifier identifier identifier block expression_statement call attribute identifier identifier argument_list identifier identifier expression_statement call attribute identifier identifier argument_list identifier expression_statement call attribute identifier identifi... | Make sure that the data is prepared and the vocab is generated. |
def install():
sudo("apt-get update -y -q")
apt("nginx libjpeg-dev python-dev python-setuptools git-core "
"postgresql libpq-dev memcached supervisor python-pip")
run("mkdir -p /home/%s/logs" % env.user)
sudo("pip install -U pip virtualenv virtualenvwrapper mercurial")
run("mkdir -p %s" % en... | module function_definition identifier parameters block expression_statement call identifier argument_list string string_start string_content string_end expression_statement call identifier argument_list concatenated_string string string_start string_content string_end string string_start string_content string_end expre... | Installs the base system and Python requirements for the entire server. |
def _series_sis(self):
pages = self.pages._getlist(validate=False)
page = pages[0]
lenpages = len(pages)
md = self.sis_metadata
if 'shape' in md and 'axes' in md:
shape = md['shape'] + page.shape
axes = md['axes'] + page.axes
elif lenpages == 1:
... | module function_definition identifier parameters identifier block expression_statement assignment identifier call attribute attribute identifier identifier identifier argument_list keyword_argument identifier false expression_statement assignment identifier subscript identifier integer expression_statement assignment i... | Return image series in Olympus SIS file. |
def xinfo_consumers(self, stream, group_name):
fut = self.execute(b'XINFO', b'CONSUMERS', stream, group_name)
return wait_convert(fut, parse_lists_to_dicts) | module function_definition identifier parameters identifier identifier identifier block expression_statement assignment identifier call attribute identifier identifier argument_list string string_start string_content string_end string string_start string_content string_end identifier identifier return_statement call id... | Retrieve consumers of a consumer group |
def GetNotificationShard(self, queue):
queue_name = str(queue)
QueueManager.notification_shard_counters.setdefault(queue_name, 0)
QueueManager.notification_shard_counters[queue_name] += 1
notification_shard_index = (
QueueManager.notification_shard_counters[queue_name] %
self.num_notific... | module function_definition identifier parameters identifier identifier block expression_statement assignment identifier call identifier argument_list identifier expression_statement call attribute attribute identifier identifier identifier argument_list identifier integer expression_statement augmented_assignment subsc... | Gets a single shard for a given queue. |
def insert(self, index, key, value):
if key in self.keyOrder:
n = self.keyOrder.index(key)
del self.keyOrder[n]
if n < index:
index -= 1
self.keyOrder.insert(index, key)
super(SortedDict, self).__setitem__(key, value) | module function_definition identifier parameters identifier identifier identifier identifier block if_statement comparison_operator identifier attribute identifier identifier block expression_statement assignment identifier call attribute attribute identifier identifier identifier argument_list identifier delete_statem... | Inserts the key, value pair before the item with the given index. |
def print_whats_next(profile):
what_next = [
"{{autogreen}}Congratulations!{{/autogreen}} You are logged in "
"to the MAAS server at {{autoblue}}{profile.url}{{/autoblue}} "
"with the profile name {{autoblue}}{profile.name}{{/autoblue}}.",
"For help with the avail... | module function_definition identifier parameters identifier block expression_statement assignment identifier list concatenated_string string string_start string_content string_end string string_start string_content string_end string string_start string_content string_end string string_start string_content string_end st... | Explain what to do next. |
def heating_remaining(self):
try:
if self.side == 'left':
timerem = self.device.device_data['leftHeatingDuration']
elif self.side == 'right':
timerem = self.device.device_data['rightHeatingDuration']
return timerem
except TypeError:
... | module function_definition identifier parameters identifier block try_statement block if_statement comparison_operator attribute identifier identifier string string_start string_content string_end block expression_statement assignment identifier subscript attribute attribute identifier identifier identifier string stri... | Return seconds of heat time remaining. |
def power_source_str(self):
if DeviceInfo.ATTR_POWER_SOURCE not in self.raw:
return None
return DeviceInfo.VALUE_POWER_SOURCES.get(self.power_source, 'Unknown') | module function_definition identifier parameters identifier block if_statement comparison_operator attribute identifier identifier attribute identifier identifier block return_statement none return_statement call attribute attribute identifier identifier identifier argument_list attribute identifier identifier string s... | String representation of current power source. |
def autocmd(name, pattern='*', sync=False, allow_nested=False, eval=None):
def dec(f):
f._nvim_rpc_method_name = 'autocmd:{}:{}'.format(name, pattern)
f._nvim_rpc_sync = sync
f._nvim_bind = True
f._nvim_prefix_plugin_path = True
opts = {
'pattern': pattern
... | module function_definition identifier parameters identifier default_parameter identifier string string_start string_content string_end default_parameter identifier false default_parameter identifier false default_parameter identifier none block function_definition identifier parameters identifier block expression_state... | Tag a function or plugin method as a Nvim autocommand handler. |
def fmt_routes(bottle_app):
routes = [(r.method, r.rule) for r in bottle_app.routes]
if not routes:
return
string = 'Routes:\n'
string += fmt_pairs(routes, sort_key=operator.itemgetter(1))
return string | module function_definition identifier parameters identifier block expression_statement assignment identifier list_comprehension tuple attribute identifier identifier attribute identifier identifier for_in_clause identifier attribute identifier identifier if_statement not_operator identifier block return_statement expre... | Return a pretty formatted string of the list of routes. |
def raw(self):
if self._raw is None:
self._raw = HttpStream(self)
return self._raw | module function_definition identifier parameters identifier block if_statement comparison_operator attribute identifier identifier none block expression_statement assignment attribute identifier identifier call identifier argument_list identifier return_statement attribute identifier identifier | A raw asynchronous Http response |
def disconnect(self):
self._logger.info("iface '%s' disconnects", self.name())
self._wifi_ctrl.disconnect(self._raw_obj) | module function_definition identifier parameters identifier block expression_statement call attribute attribute identifier identifier identifier argument_list string string_start string_content string_end call attribute identifier identifier argument_list expression_statement call attribute attribute identifier identif... | Disconnect from the specified AP. |
def reportPrettyData(root, worker, job, job_types, options):
out_str = "Batch System: %s\n" % root.batch_system
out_str += ("Default Cores: %s Default Memory: %s\n"
"Max Cores: %s\n" % (
reportNumber(get(root, "default_cores"), options),
reportMemory(get(root, "default_memory"),... | module function_definition identifier parameters identifier identifier identifier identifier identifier block expression_statement assignment identifier binary_operator string string_start string_content escape_sequence string_end attribute identifier identifier expression_statement augmented_assignment identifier pare... | print the important bits out. |
def to_json_object(self):
obj_dict = dict(namespace_start=self.namespace_start,
namespace_end=self.namespace_end)
if self.app is not None:
obj_dict['app'] = self.app
return obj_dict | module function_definition identifier parameters identifier block expression_statement assignment identifier call identifier argument_list keyword_argument identifier attribute identifier identifier keyword_argument identifier attribute identifier identifier if_statement comparison_operator attribute identifier identif... | Returns a dict representation that can be serialized to JSON. |
def _setup_pailgun(self):
def runner_factory(sock, arguments, environment):
return self._runner_class.create(
sock,
arguments,
environment,
self.services,
self._scheduler_service,
)
@contextmanager
def lifecycle_lock():
with self.services.lifecycle_l... | module function_definition identifier parameters identifier block function_definition identifier parameters identifier identifier identifier block return_statement call attribute attribute identifier identifier identifier argument_list identifier identifier identifier attribute identifier identifier attribute identifie... | Sets up a PailgunServer instance. |
def list_users(self, limit=None, marker=None):
return self._user_manager.list(limit=limit, marker=marker) | module function_definition identifier parameters identifier default_parameter identifier none default_parameter identifier none block return_statement call attribute attribute identifier identifier identifier argument_list keyword_argument identifier identifier keyword_argument identifier identifier | Returns a list of the names of all users for this instance. |
def _hincrby(self, hashkey, attribute, command, type_, increment):
redis_hash = self._get_hash(hashkey, command, create=True)
attribute = self._encode(attribute)
previous_value = type_(redis_hash.get(attribute, '0'))
redis_hash[attribute] = self._encode(previous_value + increment)
... | module function_definition identifier parameters identifier identifier identifier identifier identifier identifier block expression_statement assignment identifier call attribute identifier identifier argument_list identifier identifier keyword_argument identifier true expression_statement assignment identifier call at... | Shared hincrby and hincrbyfloat routine |
def _create_project_ssh_key_pair(project, public_key, ssh_user):
key_parts = public_key.split(" ")
assert len(key_parts) == 2, key_parts
assert key_parts[0] == "ssh-rsa", key_parts
new_ssh_meta = "{ssh_user}:ssh-rsa {key_value} {ssh_user}".format(
ssh_user=ssh_user, key_value=key_parts[1])
c... | module function_definition identifier parameters identifier identifier identifier block expression_statement assignment identifier call attribute identifier identifier argument_list string string_start string_content string_end assert_statement comparison_operator call identifier argument_list identifier integer identi... | Inserts an ssh-key into project commonInstanceMetadata |
def from_dict(doc):
if 'path' in doc:
path = doc['path']
else:
path = None
return ModelOutputFile(
doc['filename'],
doc['mimeType'],
path=path
) | module function_definition identifier parameters identifier block if_statement comparison_operator string string_start string_content string_end identifier block expression_statement assignment identifier subscript identifier string string_start string_content string_end else_clause block expression_statement assignmen... | Create a model output file object from a dictionary. |
def to_native(self, obj):
ret = super(UserSerializer, self).to_native(obj)
del ret['password']
return ret | module function_definition identifier parameters identifier identifier block expression_statement assignment identifier call attribute call identifier argument_list identifier identifier identifier argument_list identifier delete_statement subscript identifier string string_start string_content string_end return_statem... | Remove password field when serializing an object |
def process_queues(self, forced=False):
with self.lock:
if (not forced and not self.must_process) or not self.queues_enabled:
return
self.must_process = False
ARBITRATOR.awaken() | module function_definition identifier parameters identifier default_parameter identifier false block with_statement with_clause with_item attribute identifier identifier block if_statement boolean_operator parenthesized_expression boolean_operator not_operator identifier not_operator attribute identifier identifier not... | Process queues if any have data queued |
def _convert_string_name(self, k):
k = String(k, "iso-8859-1")
klower = k.lower().replace('_', '-')
bits = klower.split('-')
return "-".join((bit.title() for bit in bits)) | module function_definition identifier parameters identifier identifier block expression_statement assignment identifier call identifier argument_list identifier string string_start string_content string_end expression_statement assignment identifier call attribute call attribute identifier identifier argument_list iden... | converts things like FOO_BAR to Foo-Bar which is the normal form |
def within_n_mads(n, series):
mad_score = (series - series.mean()) / series.mad()
return (mad_score.abs() <= n).all() | module function_definition identifier parameters identifier identifier block expression_statement assignment identifier binary_operator parenthesized_expression binary_operator identifier call attribute identifier identifier argument_list call attribute identifier identifier argument_list return_statement call attribut... | Return true if all values in sequence are within n MADs |
def publish_string(self, rest, outfile, styles=''):
html = self.convert_string(rest)
html = self.strip_xml_header(html)
html = self.apply_styles(html, styles)
self.write_file(html, outfile)
return outfile | module function_definition identifier parameters identifier identifier identifier default_parameter identifier string string_start string_end block expression_statement assignment identifier call attribute identifier identifier argument_list identifier expression_statement assignment identifier call attribute identifie... | Render a reST string as HTML. |
def encodeQueryElement(element):
return urllib.parse.quote(
(
element.encode('utf-8')
if isinstance(element, str)
else str(element)
if isinstance(element, int)
else element
),
safe=d1_common.const.URL_QUERYELEMENT_SAFE_CHARS,
) | module function_definition identifier parameters identifier block return_statement call attribute attribute identifier identifier identifier argument_list parenthesized_expression conditional_expression call attribute identifier identifier argument_list string string_start string_content string_end call identifier argu... | Encode a URL query element according to RFC3986. |
def clean_sample_data(samples):
out = []
for data in (utils.to_single_data(x) for x in samples):
if "dirs" in data:
data["dirs"] = {"work": data["dirs"]["work"], "galaxy": data["dirs"]["galaxy"],
"fastq": data["dirs"].get("fastq")}
data["config"] = {"algor... | module function_definition identifier parameters identifier block expression_statement assignment identifier list for_statement identifier generator_expression call attribute identifier identifier argument_list identifier for_in_clause identifier identifier block if_statement comparison_operator string string_start str... | Clean unnecessary information from sample data, reducing size for message passing. |
def jarManifest(target, source, env, for_signature):
for src in source:
contents = src.get_text_contents()
if contents[:16] == "Manifest-Version":
return src
return '' | module function_definition identifier parameters identifier identifier identifier identifier block for_statement identifier identifier block expression_statement assignment identifier call attribute identifier identifier argument_list if_statement comparison_operator subscript identifier slice integer string string_sta... | Look in sources for a manifest file, if any. |
def tmp_chdir(new_path):
prev_cwd = os.getcwd()
os.chdir(new_path)
try:
yield
finally:
os.chdir(prev_cwd) | module function_definition identifier parameters identifier block expression_statement assignment identifier call attribute identifier identifier argument_list expression_statement call attribute identifier identifier argument_list identifier try_statement block expression_statement yield finally_clause block expressio... | Change directory temporarily and return when done. |
def update_dscp_marking_rule(self, rule, policy, body=None):
return self.put(self.qos_dscp_marking_rule_path %
(policy, rule), body=body) | module function_definition identifier parameters identifier identifier identifier default_parameter identifier none block return_statement call attribute identifier identifier argument_list binary_operator attribute identifier identifier tuple identifier identifier keyword_argument identifier identifier | Updates a DSCP marking rule. |
def readable_time_delta(seconds):
days = seconds // 86400
seconds -= days * 86400
hours = seconds // 3600
seconds -= hours * 3600
minutes = seconds // 60
m_suffix = 's' if minutes != 1 else ''
h_suffix = 's' if hours != 1 else ''
d_suffix = 's' if days != 1 else ''
retval = u'{0} min... | module function_definition identifier parameters identifier block expression_statement assignment identifier binary_operator identifier integer expression_statement augmented_assignment identifier binary_operator identifier integer expression_statement assignment identifier binary_operator identifier integer expression... | Convert a number of seconds into readable days, hours, and minutes |
def ProcessMessage(self, message):
self.ProcessResponse(message.source.Basename(), message.payload) | module function_definition identifier parameters identifier identifier block expression_statement call attribute identifier identifier argument_list call attribute attribute identifier identifier identifier argument_list attribute identifier identifier | Processes a stats response from the client. |
def astensor(array: TensorLike) -> BKTensor:
tensor = tf.convert_to_tensor(value=array, dtype=CTYPE)
return tensor | module function_definition identifier parameters typed_parameter identifier type identifier type identifier block expression_statement assignment identifier call attribute identifier identifier argument_list keyword_argument identifier identifier keyword_argument identifier identifier return_statement identifier | Covert numpy array to tensorflow tensor |
def until_any_child_in_state(self, state, timeout=None):
return until_any(*[r.until_state(state) for r in dict.values(self.children)],
timeout=timeout) | module function_definition identifier parameters identifier identifier default_parameter identifier none block return_statement call identifier argument_list list_splat list_comprehension call attribute identifier identifier argument_list identifier for_in_clause identifier call attribute identifier identifier argument... | Return a tornado Future; resolves when any client is in specified state |
def _readXputMaps(self, mapCards, directory, session, spatial=False, spatialReferenceID=4236, replaceParamFile=None):
if self.mapType in self.MAP_TYPES_SUPPORTED:
for card in self.projectCards:
if (card.name in mapCards) and self._noneOrNumValue(card.value):
filen... | module function_definition identifier parameters identifier identifier identifier identifier default_parameter identifier false default_parameter identifier integer default_parameter identifier none block if_statement comparison_operator attribute identifier identifier attribute identifier identifier block for_statemen... | GSSHA Project Read Map Files from File Method |
def runSearchVariants(self, request):
return self.runSearchRequest(
request, protocol.SearchVariantsRequest,
protocol.SearchVariantsResponse,
self.variantsGenerator) | module function_definition identifier parameters identifier identifier block return_statement call attribute identifier identifier argument_list identifier attribute identifier identifier attribute identifier identifier attribute identifier identifier | Runs the specified SearchVariantRequest. |
def rcauchy(alpha, beta, size=None):
return alpha + beta * np.tan(pi * random_number(size) - pi / 2.0) | module function_definition identifier parameters identifier identifier default_parameter identifier none block return_statement binary_operator identifier binary_operator identifier call attribute identifier identifier argument_list binary_operator binary_operator identifier call identifier argument_list identifier bin... | Returns Cauchy random variates. |
def main(argv=sys.argv, stream=sys.stderr):
args = parse_args(argv)
suite = build_suite(args)
runner = unittest.TextTestRunner(verbosity=args.verbose, stream=stream)
result = runner.run(suite)
return get_status(result) | module function_definition identifier parameters default_parameter identifier attribute identifier identifier default_parameter identifier attribute identifier identifier block expression_statement assignment identifier call identifier argument_list identifier expression_statement assignment identifier call identifier ... | Entry point for ``tappy`` command. |
def gene_names(self):
for record in SeqIO.parse(self.targets, 'fasta'):
self.genes.append(record.id) | module function_definition identifier parameters identifier block for_statement identifier call attribute identifier identifier argument_list attribute identifier identifier string string_start string_content string_end block expression_statement call attribute attribute identifier identifier identifier argument_list a... | Extract the names of the user-supplied targets |
def _handle_list(reclist):
ret = []
for item in reclist:
recs = _handle_resource_setting(item)
ret += [resource for resource in recs if resource.access_controller]
return ret | module function_definition identifier parameters identifier block expression_statement assignment identifier list for_statement identifier identifier block expression_statement assignment identifier call identifier argument_list identifier expression_statement augmented_assignment identifier list_comprehension identifi... | Return list of resources that have access_controller defined. |
def entries(self):
def add(x, y):
return x + y
try:
return reduce(add, list(self.cache.values()))
except:
return [] | module function_definition identifier parameters identifier block function_definition identifier parameters identifier identifier block return_statement binary_operator identifier identifier try_statement block return_statement call identifier argument_list identifier call identifier argument_list call attribute attrib... | Returns a list of all entries |
def _context_json(name):
from renku.models import provenance
cls = getattr(provenance, name)
return {
'@context': cls._jsonld_context,
'@type': cls._jsonld_type,
} | module function_definition identifier parameters identifier block import_from_statement dotted_name identifier identifier dotted_name identifier expression_statement assignment identifier call identifier argument_list identifier identifier return_statement dictionary pair string string_start string_content string_end a... | Return JSON-LD string for given context name. |
def response_doc(self):
try:
return self.__dict__['response_doc']
except KeyError:
self.__dict__['response_doc'] = ElementTree.fromstring(
self.response_xml
)
return self.__dict__['response_doc'] | module function_definition identifier parameters identifier block try_statement block return_statement subscript attribute identifier identifier string string_start string_content string_end except_clause identifier block expression_statement assignment subscript attribute identifier identifier string string_start stri... | The XML document received from the service. |
def do_upgrade():
op.alter_column(
table_name='knwKBRVAL',
column_name='id_knwKB',
type_=db.MediumInteger(8, unsigned=True),
existing_nullable=False,
existing_server_default='0'
) | module function_definition identifier parameters block expression_statement call attribute identifier identifier argument_list keyword_argument identifier string string_start string_content string_end keyword_argument identifier string string_start string_content string_end keyword_argument identifier call attribute id... | Carry out the upgrade. |
def create_index(self, index=None, settings=None, es=None):
if index is None:
index = self.index
if es is None:
es = self.es
try:
alias = index
index = generate_index_name(alias)
args = {'index': index}
if settings:
... | module function_definition identifier parameters identifier default_parameter identifier none default_parameter identifier none default_parameter identifier none block if_statement comparison_operator identifier none block expression_statement assignment identifier attribute identifier identifier if_statement compariso... | Create new index and ignore if it exists already. |
async def _get_response(self, msg):
try:
protocol = await self._get_protocol()
pr = protocol.request(msg)
r = await pr.response
return pr, r
except ConstructionRenderableError as e:
raise ClientError("There was an error with the request.", e)
... | module function_definition identifier parameters identifier identifier block try_statement block expression_statement assignment identifier await call attribute identifier identifier argument_list expression_statement assignment identifier call attribute identifier identifier argument_list identifier expression_stateme... | Perform the request, get the response. |
def prt_error_summary(self, fout_err):
errcnts = []
if self.ignored:
errcnts.append(" {N:9,} IGNORED associations\n".format(N=len(self.ignored)))
if self.illegal_lines:
for err_name, errors in self.illegal_lines.items():
errcnts.append(" {N:9,} {ERROR}\n... | module function_definition identifier parameters identifier identifier block expression_statement assignment identifier list if_statement attribute identifier identifier block expression_statement call attribute identifier identifier argument_list call attribute string string_start string_content escape_sequence string... | Print a summary about the GAF file that was read. |
def create(cls, paramCount):
return Particle(numpy.array([[]]*paramCount),
numpy.array([[]]*paramCount),
-numpy.Inf) | module function_definition identifier parameters identifier identifier block return_statement call identifier argument_list call attribute identifier identifier argument_list binary_operator list list identifier call attribute identifier identifier argument_list binary_operator list list identifier unary_operator attri... | Creates a new particle without position, velocity and -inf as fitness |
def projC(gamma, q):
return np.multiply(gamma, q / np.maximum(np.sum(gamma, axis=0), 1e-10)) | module function_definition identifier parameters identifier identifier block return_statement call attribute identifier identifier argument_list identifier binary_operator identifier call attribute identifier identifier argument_list call attribute identifier identifier argument_list identifier keyword_argument identif... | return the KL projection on the column constrints |
def _interval(dates):
interval = (dates[1] - dates[0]).days
last = dates[0]
for dat in dates[1:]:
if (dat - last).days != interval:
return 0
last = dat
return interval | module function_definition identifier parameters identifier block expression_statement assignment identifier attribute parenthesized_expression binary_operator subscript identifier integer subscript identifier integer identifier expression_statement assignment identifier subscript identifier integer for_statement ident... | Return the distance between all dates and 0 if they are different |
def _approx_eq_(self, other: Any, atol: float) -> bool:
if not isinstance(other, LinearDict):
return NotImplemented
all_vs = set(self.keys()) | set(other.keys())
return all(abs(self[v] - other[v]) < atol for v in all_vs) | module function_definition identifier parameters identifier typed_parameter identifier type identifier typed_parameter identifier type identifier type identifier block if_statement not_operator call identifier argument_list identifier identifier block return_statement identifier expression_statement assignment identifi... | Checks whether two linear combinations are approximately equal. |
def write_and_quit_all(editor):
eb = editor.window_arrangement.active_editor_buffer
if eb.location is None:
editor.show_message(_NO_FILE_NAME)
else:
eb.write()
quit(editor, all_=True, force=False) | module function_definition identifier parameters identifier block expression_statement assignment identifier attribute attribute identifier identifier identifier if_statement comparison_operator attribute identifier identifier none block expression_statement call attribute identifier identifier argument_list identifier... | Write current buffer and quit all. |
def parse(resp) -> DataFrameType:
statements = []
for statement in resp['results']:
series = {}
for s in statement.get('series', []):
series[_get_name(s)] = _drop_zero_index(_serializer(s))
statements.append(series)
if len(statements) == 1:
series: dict = statemen... | module function_definition identifier parameters identifier type identifier block expression_statement assignment identifier list for_statement identifier subscript identifier string string_start string_content string_end block expression_statement assignment identifier dictionary for_statement identifier call attribut... | Makes a dictionary of DataFrames from a response object |
def _loadDB(self):
if not self._validID():
raise NotFound, self._getID()
(sql, fields) = self._prepareSQL("SELECT")
curs = self.cursor()
curs.execute(sql, self._getID())
result = curs.fetchone()
if not result:
curs.close()
raise NotFoun... | module function_definition identifier parameters identifier block if_statement not_operator call attribute identifier identifier argument_list block raise_statement expression_list identifier call attribute identifier identifier argument_list expression_statement assignment tuple_pattern identifier identifier call attr... | Connect to the database to load myself |
def _execute(self,
command,
args,
env_vars=None,
shim=None
):
main_args = [command] + args
logger.debug("calling pip %s", ' '.join(main_args))
rc, out, err = self._wrapped_pip.main(main_args, env_vars=env_vars,
... | module function_definition identifier parameters identifier identifier identifier default_parameter identifier none default_parameter identifier none block expression_statement assignment identifier binary_operator list identifier identifier expression_statement call attribute identifier identifier argument_list string... | Execute a pip command with the given arguments. |
def as_dict(self):
data = get_dict_for_attrs(self, ['id', 'raw_id', 'short_id',
'revision', 'date', 'message'])
data['author'] = {'name': self.author_name, 'email': self.author_email}
data['added'] = [node.path for node in self.added]
data['changed'] = [node.path for node in ... | module function_definition identifier parameters identifier block expression_statement assignment identifier call identifier argument_list identifier list string string_start string_content string_end string string_start string_content string_end string string_start string_content string_end string string_start string_... | Returns dictionary with changeset's attributes and their values. |
def install(self):
remote_path = os.path.join(self.venv, 'requirements.txt')
put(self.requirements, remote_path)
run('{pip} install -r {requirements}'.format(
pip=self.pip(), requirements=remote_path)) | module function_definition identifier parameters identifier block expression_statement assignment identifier call attribute attribute identifier identifier identifier argument_list attribute identifier identifier string string_start string_content string_end expression_statement call identifier argument_list attribute ... | Use pip to install the requirements file. |
def on_epoch_end(self, epoch:int, **kwargs:Any)->None:
"Compare the value monitored to its best score and maybe save the model."
if self.every=="epoch": self.learn.save(f'{self.name}_{epoch}')
else:
current = self.get_monitor_value()
if current is not None and self.operat... | module function_definition identifier parameters identifier typed_parameter identifier type identifier typed_parameter dictionary_splat_pattern identifier type identifier type none block expression_statement string string_start string_content string_end if_statement comparison_operator attribute identifier identifier s... | Compare the value monitored to its best score and maybe save the model. |
def dictapply(d, fn):
for k, v in d.items():
if isinstance(v, dict):
v = dictapply(v, fn)
else:
d[k] = fn(v)
return d | module function_definition identifier parameters identifier identifier block for_statement pattern_list identifier identifier call attribute identifier identifier argument_list block if_statement call identifier argument_list identifier identifier block expression_statement assignment identifier call identifier argumen... | apply a function to all non-dict values in a dictionary |
def itervalues(self):
"Returns an iterator over the values of ConfigMap."
return chain(self._pb.StringMap.values(),
self._pb.IntMap.values(),
self._pb.FloatMap.values(),
self._pb.BoolMap.values()) | module function_definition identifier parameters identifier block expression_statement string string_start string_content string_end return_statement call identifier argument_list call attribute attribute attribute identifier identifier identifier identifier argument_list call attribute attribute attribute identifier i... | Returns an iterator over the values of ConfigMap. |
def get(self, tags):
value = tags.get(self.name, '')
for name in self.alternate_tags:
value = value or tags.get(name, '')
value = value or self.default
return value | module function_definition identifier parameters identifier identifier block expression_statement assignment identifier call attribute identifier identifier argument_list attribute identifier identifier string string_start string_end for_statement identifier attribute identifier identifier block expression_statement as... | Find an adequate value for this field from a dict of tags. |
def to_glyphs_master_user_data(self, ufo, master):
target_user_data = master.userData
for key, value in ufo.lib.items():
if _user_data_has_no_special_meaning(key):
target_user_data[key] = value
if ufo.data.fileNames:
from glyphsLib.types import BinaryData
ufo_data = {}
... | module function_definition identifier parameters identifier identifier identifier block expression_statement assignment identifier attribute identifier identifier for_statement pattern_list identifier identifier call attribute attribute identifier identifier identifier argument_list block if_statement call identifier a... | Set the GSFontMaster userData from the UFO master-specific lib data. |
def filter_slaves(self, slaves):
"Remove slaves that are in an ODOWN or SDOWN state"
slaves_alive = []
for slave in slaves:
if slave['is_odown'] or slave['is_sdown']:
continue
slaves_alive.append((slave['ip'], slave['port']))
return slaves_alive | module function_definition identifier parameters identifier identifier block expression_statement string string_start string_content string_end expression_statement assignment identifier list for_statement identifier identifier block if_statement boolean_operator subscript identifier string string_start string_content ... | Remove slaves that are in an ODOWN or SDOWN state |
def _set_django_attributes(span, request):
django_user = getattr(request, 'user', None)
if django_user is None:
return
user_id = django_user.pk
try:
user_name = django_user.get_username()
except AttributeError:
return
if user_id is not None:
span.add_attribute('dj... | module function_definition identifier parameters identifier identifier block expression_statement assignment identifier call identifier argument_list identifier string string_start string_content string_end none if_statement comparison_operator identifier none block return_statement expression_statement assignment iden... | Set the django related attributes. |
def _do_mstep(self, X, responsibilities, params, min_covar=0):
weights = responsibilities.sum(axis=0)
weighted_X_sum = np.dot(responsibilities.T, X)
inverse_weights = 1.0 / (weights[:, np.newaxis] + 10 * EPS)
if 'w' in params:
self.weights_ = (weights / (weights.sum() + 10 * ... | module function_definition identifier parameters identifier identifier identifier identifier default_parameter identifier integer block expression_statement assignment identifier call attribute identifier identifier argument_list keyword_argument identifier integer expression_statement assignment identifier call attrib... | Perform the Mstep of the EM algorithm and return the class weihgts. |
def value_to_string(self, obj):
try:
return force_unicode(self.__get__(obj))
except TypeError:
return str(self.__get__(obj)) | module function_definition identifier parameters identifier identifier block try_statement block return_statement call identifier argument_list call attribute identifier identifier argument_list identifier except_clause identifier block return_statement call identifier argument_list call attribute identifier identifier... | This descriptor acts as a Field, as far as the serializer is concerned. |
def importobj(modpath, attrname):
module = __import__(modpath, None, None, ['__doc__'])
if not attrname:
return module
retval = module
names = attrname.split(".")
for x in names:
retval = getattr(retval, x)
return retval | module function_definition identifier parameters identifier identifier block expression_statement assignment identifier call identifier argument_list identifier none none list string string_start string_content string_end if_statement not_operator identifier block return_statement identifier expression_statement assign... | imports a module, then resolves the attrname on it |
def cmd_accelcal(self, args):
mav = self.master
mav.mav.command_long_send(mav.target_system, mav.target_component,
mavutil.mavlink.MAV_CMD_PREFLIGHT_CALIBRATION, 0,
0, 0, 0, 0, 1, 0, 0)
self.accelcal_count = 0
self.accel... | module function_definition identifier parameters identifier identifier block expression_statement assignment identifier attribute identifier identifier expression_statement call attribute attribute identifier identifier identifier argument_list attribute identifier identifier attribute identifier identifier attribute a... | do a full 3D accel calibration |
def load_class_by_name(name: str):
mod_path, _, cls_name = name.rpartition('.')
mod = importlib.import_module(mod_path)
cls = getattr(mod, cls_name)
return cls | module function_definition identifier parameters typed_parameter identifier type identifier block expression_statement assignment pattern_list identifier identifier identifier call attribute identifier identifier argument_list string string_start string_content string_end expression_statement assignment identifier call... | Given a dotted path, returns the class |
def update_contents(self, contents, mime_type):
import hashlib
import time
new_size = len(contents)
self.mime_type = mime_type
if mime_type == 'text/plain':
self.contents = contents.encode('utf-8')
else:
self.contents = contents
old_hash = ... | module function_definition identifier parameters identifier identifier identifier block import_statement dotted_name identifier import_statement dotted_name identifier expression_statement assignment identifier call identifier argument_list identifier expression_statement assignment attribute identifier identifier iden... | Update the contents and set the hash and modification time |
def escape(value):
if isinstance(value, (tuple, list)):
return "(" + ", ".join([escape(arg) for arg in value]) + ")"
else:
typ = by_python_type.get(value.__class__)
if typ is None:
raise InterfaceError(
"Unsupported python input: %s (%s)" % (value, value.__cla... | module function_definition identifier parameters identifier block if_statement call identifier argument_list identifier tuple identifier identifier block return_statement binary_operator binary_operator string string_start string_content string_end call attribute string string_start string_content string_end identifier... | Escape a single value. |
def _render_template(config_file):
dirname, filename = os.path.split(config_file)
env = jinja2.Environment(loader=jinja2.FileSystemLoader(dirname))
template = env.get_template(filename)
return template.render(__grains__) | module function_definition identifier parameters identifier block expression_statement assignment pattern_list identifier identifier call attribute attribute identifier identifier identifier argument_list identifier expression_statement assignment identifier call attribute identifier identifier argument_list keyword_ar... | Render config template, substituting grains where found. |
def started(generator_function):
@wraps(generator_function)
def wrapper(*args, **kwargs):
g = generator_function(*args, **kwargs)
next(g)
return g
return wrapper | module function_definition identifier parameters identifier block decorated_definition decorator call identifier argument_list identifier function_definition identifier parameters list_splat_pattern identifier dictionary_splat_pattern identifier block expression_statement assignment identifier call identifier argument_... | starts a generator when created |
def write_training_data(self, features, targets):
assert len(features) == len(targets)
data = dict(zip(features, targets))
with open(os.path.join(self.repopath, 'training.pkl'), 'w') as fp:
pickle.dump(data, fp) | module function_definition identifier parameters identifier identifier identifier block assert_statement comparison_operator call identifier argument_list identifier call identifier argument_list identifier expression_statement assignment identifier call identifier argument_list call identifier argument_list identifier... | Writes data dictionary to filename |
def add_row(self):
tbl = self._tbl
tr = tbl.add_tr()
for gridCol in tbl.tblGrid.gridCol_lst:
tc = tr.add_tc()
tc.width = gridCol.w
return _Row(tr, self) | module function_definition identifier parameters identifier block expression_statement assignment identifier attribute identifier identifier expression_statement assignment identifier call attribute identifier identifier argument_list for_statement identifier attribute attribute identifier identifier identifier block e... | Return a |_Row| instance, newly added bottom-most to the table. |
def exclusion_path(cls, project, exclusion):
return google.api_core.path_template.expand(
"projects/{project}/exclusions/{exclusion}",
project=project,
exclusion=exclusion,
) | module function_definition identifier parameters identifier identifier identifier block return_statement call attribute attribute attribute identifier identifier identifier identifier argument_list string string_start string_content string_end keyword_argument identifier identifier keyword_argument identifier identifie... | Return a fully-qualified exclusion string. |
def _filter_schemas(schemas, schema_tables, exclude_table_columns):
return [_filter_schema(s, schema_tables, exclude_table_columns)
for s in schemas] | module function_definition identifier parameters identifier identifier identifier block return_statement list_comprehension call identifier argument_list identifier identifier identifier for_in_clause identifier identifier | Wrapper method for _filter_schema to filter multiple schemas. |
def focus_parent(self):
mid = self.get_selected_mid()
newpos = self._tree.parent_position(mid)
if newpos is not None:
newpos = self._sanitize_position((newpos,))
self.body.set_focus(newpos) | module function_definition identifier parameters identifier block expression_statement assignment identifier call attribute identifier identifier argument_list expression_statement assignment identifier call attribute attribute identifier identifier identifier argument_list identifier if_statement comparison_operator i... | move focus to parent of currently focussed message |
def convert_using_api(from_currency, to_currency):
convert_str = from_currency + '_' + to_currency
options = {'compact': 'ultra', 'q': convert_str}
api_url = 'https://free.currencyconverterapi.com/api/v5/convert'
result = requests.get(api_url, params=options).json()
return result[convert_str] | module function_definition identifier parameters identifier identifier block expression_statement assignment identifier binary_operator binary_operator identifier string string_start string_content string_end identifier expression_statement assignment identifier dictionary pair string string_start string_content string... | convert from from_currency to to_currency by requesting API |
def _check_doc(self, root):
if (root.tag != 'ISO_4217' or
root[0].tag != 'CcyTbl' or
root[0][0].tag != 'CcyNtry' or
not root.attrib['Pblshd'] or
len(root[0]) < 270):
raise TypeError("%s: XML %s appears to be invalid" % (self.name, self._cached_currency... | module function_definition identifier parameters identifier identifier block if_statement parenthesized_expression boolean_operator boolean_operator boolean_operator boolean_operator comparison_operator attribute identifier identifier string string_start string_content string_end comparison_operator attribute subscript... | Validates the xml tree and returns the published date |
def look_at(self, x, y, z):
for camera in self.cameras:
camera.look_at(x, y, z) | module function_definition identifier parameters identifier identifier identifier identifier block for_statement identifier attribute identifier identifier block expression_statement call attribute identifier identifier argument_list identifier identifier identifier | Converges the two cameras to look at the specific point |
def generate_big_urls_glove(bigurls=None):
bigurls = bigurls or {}
for num_dim in (50, 100, 200, 300):
for suffixes, num_words in zip(
('sm -sm _sm -small _small'.split(),
'med -med _med -medium _medium'.split(),
... | module function_definition identifier parameters default_parameter identifier none block expression_statement assignment identifier boolean_operator identifier dictionary for_statement identifier tuple integer integer integer integer block for_statement pattern_list identifier identifier call identifier argument_list t... | Generate a dictionary of URLs for various combinations of GloVe training set sizes and dimensionality |
def mode(self, mode):
_LOGGER.debug("Setting new mode: %s", mode)
if self.mode == Mode.Boost and mode != Mode.Boost:
self.boost = False
if mode == Mode.Boost:
self.boost = True
return
elif mode == Mode.Away:
end = datetime.now() + self._awa... | module function_definition identifier parameters identifier identifier block expression_statement call attribute identifier identifier argument_list string string_start string_content string_end identifier if_statement boolean_operator comparison_operator attribute identifier identifier attribute identifier identifier ... | Set the operation mode. |
def on_view_not_found(
self,
environ: Dict[str, Any],
start_response: Callable) -> Iterable[bytes]:
raise NotImplementedError() | module function_definition identifier parameters identifier typed_parameter identifier type generic_type identifier type_parameter type identifier type identifier typed_parameter identifier type identifier type generic_type identifier type_parameter type identifier block raise_statement call identifier argument_list | called when view is not found |
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