Unnamed: 0
int64
0
389k
code
stringlengths
26
79.6k
docstring
stringlengths
1
46.9k
10,200
def get_signature(self, req): oss_url = url.URL(req.url) oss_headers = [ "{0}:{1}\n".format(key, val) for key, val in req.headers.lower_items() if key.startswith(self.X_OSS_PREFIX) ] canonicalized_headers = "".join(sorted(oss_headers)) ...
calculate the signature of the oss request Returns the signatue
10,201
def pydeps2reqs(deps): reqs = defaultdict(set) for k, v in list(deps.items()): p = v[] if p and not p.startswith(sys.real_prefix): if p.startswith(sys.prefix) and in p: if not p.endswith(): if in p.replace(, ): ...
Convert a deps instance into requirements.
10,202
def parse_url(url): if url.startswith((, , )): if url.startswith(): return urlparse.urlparse(url, scheme=) else: return urlparse.urlparse(url) else: return urlparse.urlparse(urlparse.urljoin(, url))
Return a clean URL. Remove the prefix for the Auth URL if Found. :param url: :return aurl:
10,203
def is_valid_regex(string): try: re.compile(string) is_valid = True except re.error: is_valid = False return is_valid
Checks whether the re module can compile the given regular expression. Parameters ---------- string: str Returns ------- boolean
10,204
def yaml_to_str(data: Mapping) -> str: return yaml.dump(data, Dumper=ruamel.yaml.RoundTripDumper)
Return the given given config as YAML str. :param data: configuration dict :return: given configuration as yaml str
10,205
def sv_variant(store, institute_id, case_name, variant_id=None, variant_obj=None, add_case=True, get_overlapping=True): institute_obj, case_obj = institute_and_case(store, institute_id, case_name) if not variant_obj: variant_obj = store.variant(variant_id) if add_case: ...
Pre-process an SV variant entry for detail page. Adds information to display variant Args: store(scout.adapter.MongoAdapter) institute_id(str) case_name(str) variant_id(str) variant_obj(dcit) add_case(bool): If information about case files should be added R...
10,206
def z__update(self): updates = [] for text in self._updates: if self._AVOID_RAW_FORM: text_repr = multiline_repr(text) raw_char = else: text_repr = multiline_repr(text, RAW_MULTILINE_CHARS) if len(text_r...
Triple quoted baseline representation. Return string with multiple triple quoted baseline strings when baseline had been compared multiple times against varying strings. :returns: source file baseline replacement text :rtype: str
10,207
def _set_comment(self, section, comment, key=None): if in comment: comment = .join(comment.split()) comment = + comment if key: self._comments[(section, key)] = comment else: self._comments[section] = comment
Set a comment for section or key :param str section: Section to add comment to :param str comment: Comment to add :param str key: Key to add comment to
10,208
def largest_compartment_id_met(model): candidate, second = sorted( ((c, len(metabolites_per_compartment(model, c))) for c in model.compartments), reverse=True, key=itemgetter(1))[:2] if candidate[1] == second[1]: raise RuntimeError("There is a tie for the largest compartm...
Return the ID of the compartment with the most metabolites. Parameters ---------- model : cobra.Model The metabolic model under investigation. Returns ------- string Compartment ID of the compartment with the most metabolites.
10,209
def fit(self, target_type, target, adjust_thickness=False, adjust_site_atten=False, adjust_source_vel=False): density = self.profile.density nl = len(density) slowness = self.profile.slowness thickness = self...
Fit to a target crustal amplification or site term. The fitting process adjusts the velocity, site attenuation, and layer thickness (if enabled) to fit a target values. The frequency range is specified by the input motion. Parameters ---------- target_type: str ...
10,210
def name(value): if value is None: return for (test, name) in TESTS: if isinstance(value, test): return name return
Get the string title for a particular type. Given a value, get an appropriate string title for the type that can be used to re-cast the value later.
10,211
def is_valid_intensity_measure_types(self): if self.ground_motion_correlation_model: for imt in self.imtls: if not (imt.startswith() or imt == ): raise ValueError( % ( self.ground_motion_correlation_mod...
If the IMTs and levels are extracted from the risk models, they must not be set directly. Moreover, if `intensity_measure_types_and_levels` is set directly, `intensity_measure_types` must not be set.
10,212
def get_iam_policy(self): instance_admin_client = self._client.instance_admin_client resp = instance_admin_client.get_iam_policy(resource=self.name) return Policy.from_pb(resp)
Gets the access control policy for an instance resource. For example: .. literalinclude:: snippets.py :start-after: [START bigtable_get_iam_policy] :end-before: [END bigtable_get_iam_policy] :rtype: :class:`google.cloud.bigtable.policy.Policy` :returns: The cur...
10,213
def reorder(self, indices: mx.nd.NDArray) -> None: if self.global_avoid_states: self.global_avoid_states = [self.global_avoid_states[x] for x in indices.asnumpy()] if self.local_avoid_states: self.local_avoid_states = [self.local_avoid_states[x] for x in indices.asnumpy...
Reorders the avoid list according to the selected row indices. This can produce duplicates, but this is fixed if state changes occur in consume(). :param indices: An mx.nd.NDArray containing indices of hypotheses to select.
10,214
def create(container, portal_type, *args, **kwargs): from bika.lims.utils import tmpID if kwargs.get("title") is None: kwargs["title"] = "New {}".format(portal_type) tmp_id = tmpID() types_tool = get_tool("portal_types") fti = types_tool.getTypeInfo(portal_type) if fti....
Creates an object in Bika LIMS This code uses most of the parts from the TypesTool see: `Products.CMFCore.TypesTool._constructInstance` :param container: container :type container: ATContentType/DexterityContentType/CatalogBrain :param portal_type: The portal type to create, e.g. "Client" :typ...
10,215
def comments(self): import math from .author import Author, ANONYMOUS from .comment import Comment api_url = Get_Answer_Comment_URL.format(self.aid) page = pages = 1 while page <= pages: res = self._session.get(api_url + + str(page)) if ...
获取答案下的所有评论. :return: 答案下的所有评论,返回生成器 :rtype: Comments.Iterable
10,216
def compute_dosage(expec, alt=None): r if alt is None: return expec[..., -1] try: return expec[:, alt] except NotImplementedError: alt = asarray(alt, int) return asarray(expec, float)[:, alt]
r""" Compute dosage from allele expectation. Parameters ---------- expec : array_like Allele expectations encoded as a samples-by-alleles matrix. alt : array_like, optional Alternative allele index. If ``None``, the allele having the minor allele frequency for the provided ``exp...
10,217
def normalize(self, mode="max", value=1): if mode.lower() == "sum": factor = np.sum(self.y, axis=0) elif mode.lower() == "max": factor = np.max(self.y, axis=0) else: raise ValueError("Unsupported normalization mode %s!" % mode) self.y /= fact...
Normalize the spectrum with respect to the sum of intensity Args: mode (str): Normalization mode. Supported modes are "max" (set the max y value to value, e.g., in XRD patterns), "sum" (set the sum of y to a value, i.e., like a probability density). value...
10,218
def get_jobs(self, project, **params): return self._get_json_list(self.JOBS_ENDPOINT, project, **params)
Gets jobs from project, filtered by parameters :param project: project (repository name) to query data for :param params: keyword arguments to filter results
10,219
def score_cosine(self, term1, term2, **kwargs): t1_kde = self.kde(term1, **kwargs) t2_kde = self.kde(term2, **kwargs) return 1-distance.cosine(t1_kde, t2_kde)
Compute a weighting score based on the cosine distance between the kernel density estimates of two terms. Args: term1 (str) term2 (str) Returns: float
10,220
def get_config_path(): if os.environ.get(BUGWARRIORRC): return os.environ[BUGWARRIORRC] xdg_config_home = ( os.environ.get() or os.path.expanduser()) xdg_config_dirs = ( (os.environ.get() or ).split()) paths = [ os.path.join(xdg_config_home, , ), os.path.expa...
Determine the path to the config file. This will return, in this order of precedence: - the value of $BUGWARRIORRC if set - $XDG_CONFIG_HOME/bugwarrior/bugwarriorc if exists - ~/.bugwarriorrc if exists - <dir>/bugwarrior/bugwarriorc if exists, for dir in $XDG_CONFIG_DIRS - $XDG_CONFIG_HOME/bugwa...
10,221
def get_limits(self): if not self.limits: self.limits = {} for item in [self.MAX_RRSETS_BY_ZONE, self.MAX_VPCS_ASSOCIATED_BY_ZONE]: self.limits[item["name"]] = AwsLimit( item["name"], self, ...
Return all known limits for this service, as a dict of their names to :py:class:`~.AwsLimit` objects. Limits from: docs.aws.amazon.com/Route53/latest/DeveloperGuide/DNSLimitations.html :returns: dict of limit names to :py:class:`~.AwsLimit` objects :rtype: dict
10,222
def _pos(self, k): if k < 2: raise ValueError("k smaller than 2") G = np.zeros((self.m, self.m)) for i in range(self.m): for j in range(self.m): if i == j: continue if i < k or j < k: ...
Description: Position k breaking Parameters: k: position k is used for the breaking
10,223
def __xd_iterator_pass_on(arr, view, fun): iterations = [[None] if dim in view else list(range(arr.shape[dim])) for dim in range(arr.ndim)] passon = None for indices in itertools.product(*iterations): slicer = [slice(None) if idx is None else slice(idx, idx + 1) for idx in indic...
Like xd_iterator, but the fun return values are always passed on to the next and only the last returned.
10,224
def register_producer(cls, producer): log.info( .format(producer.__class__.__name__)) cls._producer = (cls._producer or producer)
Register a default producer for events to use. :param producer: the default producer to to dispatch events on.
10,225
def get_trending_daily_not_starred(self): trending_daily = self.get_trending_daily() starred_repos = self.get_starred_repos() repos_list = [] for repo in trending_daily: if repo not in starred_repos: repos_list.append(repo) return repos_...
Gets trending repositories NOT starred by user :return: List of daily-trending repositories which are not starred
10,226
def check_token(token): user = models.User.objects(api_key=token).first() return user or None
Verify http header token authentification
10,227
def loginfo(logger, msg, *args, **kwargs): if esgfpid.defaults.LOG_INFO_TO_DEBUG: logger.debug(msg, *args, **kwargs) else: logger.info(msg, *args, **kwargs)
Logs messages as INFO, unless esgfpid.defaults.LOG_INFO_TO_DEBUG, (then it logs messages as DEBUG).
10,228
def yield_figs(self, **kwargs): yield self.plot_densities(title="PAW densities", show=False) yield self.plot_waves(title="PAW waves", show=False) yield self.plot_projectors(title="PAW projectors", show=False)
This function *generates* a predefined list of matplotlib figures with minimal input from the user.
10,229
def _get_tree_properties(root): is_descending = True is_ascending = True min_node_value = root.value max_node_value = root.value size = 0 leaf_count = 0 min_leaf_depth = 0 max_leaf_depth = -1 is_strict = True is_complete = True current_nodes = [root] non_full_node_se...
Inspect the binary tree and return its properties (e.g. height). :param root: Root node of the binary tree. :rtype: binarytree.Node :return: Binary tree properties. :rtype: dict
10,230
def embed(self, rel, other, wrap=False): if other == self: return embedded = self.o.setdefault(EMBEDDED_KEY, {}) collected_embedded = CanonicalRels(embedded, self.curies, self.base_uri) ...
Embeds a document inside this document. Arguments: - ``rel``: a string specifying the link relationship type of the embedded resource. ``rel`` should be a well-known link relation name from the IANA registry (http://www.iana.org/assignments/link-relations/link-relations.x...
10,231
def config(self, kw=None, **kwargs): themebg = kwargs.pop("themebg", self._themebg) toplevel = kwargs.pop("toplevel", self._toplevel) theme = kwargs.pop("theme", self.current_theme) color = self._get_bg_color() if themebg != self._themebg: if themebg is False...
configure redirect to support additional options
10,232
def CopyRecord(record, **field_overrides): fields = field_overrides for field in record.__slots__: if field in field_overrides: continue value = getattr(record, field) if isinstance(value, RecordClass): new_value = CopyRecord(value) else...
Copies a record and its fields, recurses for any field that is a Record. For records that have nested mutable fields, use copy.deepcopy. Args: record: A Record instance to be copied. **field_overrides: Fields and their values to override in the new copy. Returns: A copy of the given r...
10,233
def get_child_bin_ids(self, bin_id): if self._catalog_session is not None: return self._catalog_session.get_child_catalog_ids(catalog_id=bin_id) return self._hierarchy_session.get_children(id_=bin_id)
Gets the child ``Ids`` of the given bin. arg: bin_id (osid.id.Id): the ``Id`` to query return: (osid.id.IdList) - the children of the bin raise: NotFound - ``bin_id`` not found raise: NullArgument - ``bin_id`` is ``null`` raise: OperationFailed - unable to complete request...
10,234
def table( self, dirPath=None): if dirPath: p = self._file_prefix() tableSources = self.sourceResults.table( filepath=dirPath + "/" + p + "sources.ascii") tablePhot = self.photResults.table( filepath=dirPath + ...
*Render the results as an ascii table* **Key Arguments:** - ``dirPath`` -- the path to the directory to save the rendered results to. Default *None* **Return:** - `tableSources` -- the top-level transient data - `tablePhot` -- all photometry associated with the tran...
10,235
def fmt_repr(obj): items = ["%s = %r" % (k, v) for k, v in list(exclude_fields(obj).items())] return "<%s: {%s}>" % (obj.__class__.__name__, .join(items))
Print a orphaned string representation of an object without the clutter of its parent object.
10,236
def _shape_text(self, text, colsep=u"\t", rowsep=u"\n", transpose=False, skiprows=0, comments=): assert colsep != rowsep out = [] text_rows = text.split(rowsep)[skiprows:] for row in text_rows: stripped = to_text_string(row).strip() ...
Decode the shape of the given text
10,237
def open_resource(self, filename, mode=): assert self.current_run is not None, "Can only be called during a run." return self.current_run.open_resource(filename, mode)
Open a file and also save it as a resource. Opens a file, reports it to the observers as a resource, and returns the opened file. In Sacred terminology a resource is a file that the experiment needed to access during a run. In case of a MongoObserver that means making sure the ...
10,238
def argmin(self, values): keys, minima = self.min(values) minima = minima[self.inverse] index = as_index((self.inverse, values == minima)) return keys, index.sorter[index.start[-self.groups:]]
return the index into values corresponding to the minimum value of the group Parameters ---------- values : array_like, [keys] values to pick the argmin of per group Returns ------- unique: ndarray, [groups] unique keys argmin : ndarray, ...
10,239
def _validate(self): if self.tpid.value not in (EtherType.VLAN, EtherType.VLAN_QINQ): raise UnpackException return
Assure this is a valid VLAN header instance.
10,240
def answering_questions(self, attempt, validation_token, quiz_submission_id, access_code=None, quiz_questions=None): path = {} data = {} params = {} path["quiz_submission_id"] = quiz_submission_id data["attempt"] = attempt ...
Answering questions. Provide or update an answer to one or more QuizQuestions.
10,241
def session_from_client_config(client_config, scopes, **kwargs): if in client_config: config = client_config[] elif in client_config: config = client_config[] else: raise ValueError( ) if not _REQUIRED_CONFIG_KEYS.issubset(config.keys()): raise ValueE...
Creates a :class:`requests_oauthlib.OAuth2Session` from client configuration loaded from a Google-format client secrets file. Args: client_config (Mapping[str, Any]): The client configuration in the Google `client secrets`_ format. scopes (Sequence[str]): The list of scopes to reque...
10,242
def is_checked(self) -> bool: if not self.redis_key_checked: return False value = self._red.get(self.redis_key_checked) if not value: return False return True
One task ran (checked).
10,243
def get_sla_template_path(service_type=ServiceTypes.ASSET_ACCESS): if service_type == ServiceTypes.ASSET_ACCESS: name = elif service_type == ServiceTypes.CLOUD_COMPUTE: name = elif service_type == ServiceTypes.FITCHAIN_COMPUTE: name = else: raise ValueError(f) ...
Get the template for a ServiceType. :param service_type: ServiceTypes :return: Path of the template, str
10,244
def get_aside(self, aside_usage_id): aside_type = self.id_reader.get_aside_type_from_usage(aside_usage_id) xblock_usage = self.id_reader.get_usage_id_from_aside(aside_usage_id) xblock_def = self.id_reader.get_definition_id(xblock_usage) aside_def_id, aside_usage_id = self.id_gen...
Create an XBlockAside in this runtime. The `aside_usage_id` is used to find the Aside class and data.
10,245
def unstash_index(self, sync=False, branch=None): stash_list = self.git_exec([, ], no_verbose=True) if branch is None: branch = self.get_current_branch_name() for stash in stash_list.splitlines(): verb = if sync else if ( (( in ...
Returns an unstash index if one is available.
10,246
def flush_headers(self, sync: bool = False) -> None: if self._headers_sent: return self._headers_sent = True self.handel_default() self.write( b"HTTP/%s %d %s\r\n" % ( encode_str(self._version), self._status, ...
通过异步写入 header
10,247
def runSearchRnaQuantificationSets(self, request): return self.runSearchRequest( request, protocol.SearchRnaQuantificationSetsRequest, protocol.SearchRnaQuantificationSetsResponse, self.rnaQuantificationSetsGenerator)
Returns a SearchRnaQuantificationSetsResponse for the specified SearchRnaQuantificationSetsRequest object.
10,248
def scaffold_hits(searches, fasta, max_hits): scaffolds = {} for seq in parse_fasta(fasta): scaffold = seq[0].split()[0].split(, 1)[1].rsplit(, 1)[0] if scaffold not in scaffolds: scaffolds[scaffold] = 0 scaffolds[scaffold] += 1 s2rp = {s: {r[0]: [] ...
get hits from each search against each RP scaffolds[scaffold] = # ORfs s2rp[scaffold] = {rp:[hits]}
10,249
def querysets_from_title_prefix(title_prefix=None, model=DEFAULT_MODEL, app=DEFAULT_APP): if title_prefix is None: title_prefix = [None] filter_dicts = [] model_list = [] if isinstance(title_prefix, basestring): title_prefix = title_prefix.split() elif not isinstance(title_pre...
Return a list of Querysets from a list of model numbers
10,250
def iodp_kly4s_lore(kly4s_file, meas_out=, spec_infile=, spec_out=, instrument=, actual_volume="",dir_path=, input_dir_path=): version_num = pmag.get_version() input_dir_path, output_dir_path = pmag.fix_directories(input_dir_path, dir_path) meas_reqd_columns=[,,,,,...
Converts ascii files generated by SUFAR ver.4.0 and downloaded from the LIMS online repository to MagIC (datamodel 3) files Parameters ---------- kly4s_file : str input LORE downloaded csv file, required meas_output : str measurement output filename, default "measurements.txt" s...
10,251
def list(self): url = "api/v0002/mgmt/custom/bundle" r = self._apiClient.get(url) if r.status_code == 200: return r.json() else: raise ApiException(r)
List all device management extension packages
10,252
def sort_response(response: Dict[str, Any]) -> OrderedDict: root_order = ["jsonrpc", "result", "error", "id"] error_order = ["code", "message", "data"] req = OrderedDict(sorted(response.items(), key=lambda k: root_order.index(k[0]))) if "error" in response: req["error"] = OrderedDict( ...
Sort the keys in a JSON-RPC response object. This has no effect other than making it nicer to read. Useful in Python 3.5 only, dictionaries are already sorted in newer Python versions. Example:: >>> json.dumps(sort_response({'id': 2, 'result': 5, 'jsonrpc': '2.0'})) {"jsonrpc": "2.0", "re...
10,253
def register_handler(self, name, handler, esc_strings): self._handlers[name] = handler for esc_str in esc_strings: self._esc_handlers[esc_str] = handler
Register a handler instance by name with esc_strings.
10,254
def finalize(self, process_row = None): if process_row is not None: process_id = process_row.process_id elif self.process is not None: process_id = self.process.process_id else: raise ValueError("must supply a process row to .__init__()") self.segment_def_table.sync_next_id() self.segme...
Restore the LigolwSegmentList objects to the XML tables in preparation for output. All segments from all segment lists are inserted into the tables in time order, but this is NOT behaviour external applications should rely on. This is done simply in the belief that it might assist in constructing well balanc...
10,255
def delete(queue, items): con = _conn(queue) with con: cur = con.cursor() if isinstance(items, six.string_types): items = _quote_escape(items) cmd = .format(queue, items) log.debug(, cmd) cur.execute(cmd) return True if isi...
Delete an item or items from a queue
10,256
def rasterize(path, pitch, origin, resolution=None, fill=True, width=None): pitch = float(pitch) origin = np.asanyarray(origin, dtype=np.float64) if resolution is None: span = np.vstack((path.bounds, ...
Rasterize a Path2D object into a boolean image ("mode 1"). Parameters ------------ path: Path2D object pitch: float, length in model space of a pixel edge origin: (2,) float, origin position in model space resolution: (2,) int, resolution in pixel space fill: bool, if T...
10,257
def remove_import_statements(code): new_code = [] for line in code.splitlines(): if not line.lstrip().startswith() and \ not line.lstrip().startswith(): new_code.append(line) while new_code and new_code[0] == : new_code.pop(0) while new_code and new_code[-1] ...
Removes lines with import statements from the code. Args: code: The code to be stripped. Returns: The code without import statements.
10,258
def config_stop(args): r = fapi.abort_submission(args.project, args.workspace, args.submission_id) fapi._check_response_code(r, 204) return ("Aborted {0} in {1}/{2}".format(args.submission_id, args.project, ...
Abort a task (method configuration) by submission ID in given space
10,259
def getprop(self, prop_name): return self.shell( [, prop_name], timeout=DEFAULT_GETPROP_TIMEOUT_SEC).decode().strip()
Get a property of the device. This is a convenience wrapper for "adb shell getprop xxx". Args: prop_name: A string that is the name of the property to get. Returns: A string that is the value of the property, or None if the property doesn't exist.
10,260
def parse_if(self): node = result = nodes.If(lineno=self.stream.expect().lineno) while 1: node.test = self.parse_tuple(with_condexpr=False) node.body = self.parse_statements((, , )) node.elif_ = [] no...
Parse an if construct.
10,261
def camel_to_underscore(string): string = FIRST_CAP_RE.sub(r, string) return ALL_CAP_RE.sub(r, string).lower()
Convert camelcase to lowercase and underscore. Recipe from http://stackoverflow.com/a/1176023 Args: string (str): The string to convert. Returns: str: The converted string.
10,262
def json_as_html(self): from cspreports import utils formatted_json = utils.format_report(self.json) return mark_safe("<pre>\n%s</pre>" % escape(formatted_json))
Print out self.json in a nice way.
10,263
def as_dict(self, verbosity=1, fmt=None, **kwargs): if fmt == "abivars": from pymatgen.io.abinit.abiobjects import structure_to_abivars return structure_to_abivars(self, **kwargs) latt_dict = self._lattice.as_dict(verbosity=verbosity) del latt_dict[...
Dict representation of Structure. Args: verbosity (int): Verbosity level. Default of 1 includes both direct and cartesian coordinates for all sites, lattice parameters, etc. Useful for reading and for insertion into a database. Set to 0 for an extreme...
10,264
def set_plugins(self, input_plugins): header = "glances_" for item in input_plugins: try: plugin = __import__(header + item) except ImportError: logger.error("Can not import {} plugin. Please upgrade your Glan...
Set the plugin list according to the Glances server.
10,265
def greenhall_sx(t, F, alpha): if F == float(): return greenhall_sw(t, alpha+2) a = 2*greenhall_sw(t, alpha) b = greenhall_sw(t-1.0/float(F), alpha) c = greenhall_sw(t+1.0/float(F), alpha) return pow(F, 2)*(a-b-c)
Eqn (8) from Greenhall2004
10,266
def _get_images_dir(): img_dir = __salt__[]() if img_dir: salt.utils.versions.warn_until( , virt.images\ virt:images\virt.images\ ) else: img_dir = __salt__[]() log.debug( , img_dir) return img_dir
Extract the images dir from the configuration. First attempts to find legacy virt.images, then tries virt:images.
10,267
def configure(conf, channel=False, group=False, fm_integration=False): conf = expanduser(conf) if conf else get_config_path() prompt = "❯ " if not sys.platform.startswith("win32") else "> " contact_url = "https://telegram.me/" print("Talk with the {} on Telegram ({}), create a bot and insert the t...
Guide user to set up the bot, saves configuration at `conf`. # Arguments conf (str): Path where to save the configuration file. May contain `~` for user's home. channel (Optional[bool]): Configure a channel. group (Optional[bool]): Configure a group. fm_integration (Optional[bool])...
10,268
def gen_batch(data, batch_size, maxiter=np.inf, random_state=None): perms = endless_permutations(_len_data(data), random_state) it = 0 while it < maxiter: it += 1 ind = np.array([next(perms) for _ in range(batch_size)]) yield _split_data(data, ind)
Create random batches for Stochastic gradients. Batch index generator for SGD that will yeild random batches for a a defined number of iterations, which can be infinite. This generator makes consecutive passes through the data, drawing without replacement on each pass. Parameters ---------- ...
10,269
def get_file(profile, branch, file_path): branch_sha = get_branch_sha(profile, branch) tree = get_files_in_branch(profile, branch_sha) match = None for item in tree: if item.get("path") == file_path: match = item break file_sha = match.get("sha") blob = blobs...
Get a file from a branch. Args: profile A profile generated from ``simplygithub.authentication.profile``. Such profiles tell this module (i) the ``repo`` to connect to, and (ii) the ``token`` to connect with. branch The name of a branch. fi...
10,270
def bfs_conditional(G, source, reverse=False, keys=True, data=False, yield_nodes=True, yield_if=None, continue_if=None, visited_nodes=None, yield_source=False): if reverse and hasattr(G, ): G = G.reverse() if isinstance(G, nx.Graph): ...
Produce edges in a breadth-first-search starting at source, but only return nodes that satisfiy a condition, and only iterate past a node if it satisfies a different condition. conditions are callables that take (G, child, edge) and return true or false CommandLine: python -m utool.util_graph ...
10,271
def set_home_location(self): try: latlon = self.module().click_position except Exception: print("No map available") return lat = float(latlon[0]) lon = float(latlon[1]) if self.wploader.count() == 0: self.wploader.add_latlo...
set home location from last map click
10,272
def post(ctx, uri, input_file): http_client = get_wva(ctx).get_http_client() cli_pprint(http_client.post(uri, input_file.read()))
POST file data to a specific URI Note that POST is not used for most web services URIs. Instead, PUT is used for creating resources.
10,273
def make_password(password, salt=None, hasher=): if password is None: return UNUSABLE_PASSWORD_PREFIX + get_random_string(UNUSABLE_PASSWORD_SUFFIX_LENGTH) hasher = bCryptPasswordHasher if not salt: salt = hasher.salt() return hasher.encode(password, salt)
Turn a plain-text password into a hash for database storage Same as encode() but generate a new random salt. If password is None then return a concatenation of UNUSABLE_PASSWORD_PREFIX and a random string, which disallows logins. Additional random string reduces chances of gaining access to staff or sup...
10,274
def deactivate(self): remove_builtin = self.remove_builtin for key, val in self._orig_builtins.iteritems(): remove_builtin(key, val) self._orig_builtins.clear() self._builtins_added = False
Remove any builtins which might have been added by add_builtins, or restore overwritten ones to their previous values.
10,275
def switch_led_on(self, ids): self._set_LED(dict(zip(ids, itertools.repeat(True))))
Switches on the LED of the motors with the specified ids.
10,276
def azureContainerSAS(self, *args, **kwargs): return self._makeApiCall(self.funcinfo["azureContainerSAS"], *args, **kwargs)
Get Shared-Access-Signature for Azure Container Get a shared access signature (SAS) string for use with a specific Azure Blob Storage container. The `level` parameter can be `read-write` or `read-only` and determines which type of credentials are returned. If level is read-write, it w...
10,277
def container_fs_usage_bytes(self, metric, scraper_config): metric_name = scraper_config[] + if metric.type not in METRIC_TYPES: self.log.error("Metric type %s unsupported for metric %s" % (metric.type, metric.name)) return self._process_usage_metric(metric_name...
Number of bytes that are consumed by the container on this filesystem.
10,278
def start(self): self._current_session = session = self._http_client.session() request = self.next_request() assert request if request.url_info.password or \ request.url_info.hostname_with_port in self._hostnames_with_auth: self._add_basic_auth_head...
Begin fetching the next request.
10,279
def _fill(self): try: self._head = self._iterable.next() except StopIteration: self._head = None
Advance the iterator without returning the old head.
10,280
def evaluate(self, item): try: for match in PATH_PATTERN.finditer(self.field): path = match.group(0) if path[0] == "[": try: item = item[int(match.group(1))] except IndexErro...
Pull the field off the item
10,281
def check_tag_data(data): "Raise a ValueError if DATA doesn't seem to be a well-formed ID3 tag." if len(data) < 10: raise ValueError("Tag too short") if data[0:3] != b"ID3": raise ValueError("Missing ID3 identifier") if data[3] >= 5 or data[4] != 0: raise ValueError("Unknown ID3 ...
Raise a ValueError if DATA doesn't seem to be a well-formed ID3 tag.
10,282
def experiment_group_post_delete(sender, **kwargs): instance = kwargs[] auditor.record(event_type=EXPERIMENT_GROUP_DELETED, instance=instance) remove_bookmarks(object_id=instance.id, content_type=)
Delete all group outputs.
10,283
def _make_resource(self): with self._lock: for i in self._unavailable_range(): if self._reference_queue[i] is None: rtracker = _ResourceTracker( self._factory(**self._factory_arguments)) self._reference_queue[i...
Returns a resource instance.
10,284
def get_internal_instances(self, phase=None): if phase is None: return [instance for instance in self.instances if not instance.is_external] return [instance for instance in self.instances if not instance.is_external and phase in instance.phases and ...
Get a list of internal instances (in a specific phase) If phase is None, return all internal instances whtever the phase :param phase: phase to filter (never used) :type phase: :return: internal instances list :rtype: list
10,285
def _get_template_dirs(): return filter(lambda x: os.path.exists(x), [ os.path.join(os.path.expanduser(), , ), os.path.join(, , , , ), os.path.join(os.path.dirname(os.path.abspath(__file__)), ), ])
existing directories where to search for jinja2 templates. The order is important. The first found template from the first found dir wins!
10,286
def listRemoteDatawraps(location = conf.pyGeno_REMOTE_LOCATION) : loc = location + "/datawraps.json" response = urllib2.urlopen(loc) js = json.loads(response.read()) return js
Lists all the datawraps availabe from a remote a remote location.
10,287
def _load_data(self, band): df = bandpass_data_frame( + band + , ) df.resp *= df.wlen return df
From Morrissey+ 2005, with the actual data coming from http://www.astro.caltech.edu/~capak/filters/. According to the latter, these are in QE units and thus need to be multiplied by the wavelength when integrating per-energy.
10,288
def delete_all_objects(self, async_=False): nms = self.list_object_names(full_listing=True) return self.object_manager.delete_all_objects(nms, async_=async_)
Deletes all objects from this container. By default the call will block until all objects have been deleted. By passing True for the 'async_' parameter, this method will not block, and instead return an object that can be used to follow the progress of the deletion. When deletion is com...
10,289
def disclaim_key_flags(): globals_for_caller = sys._getframe(1).f_globals module, _ = _helpers.get_module_object_and_name(globals_for_caller) _helpers.disclaim_module_ids.add(id(module))
Declares that the current module will not define any more key flags. Normally, the module that calls the DEFINE_xxx functions claims the flag to be its key flag. This is undesirable for modules that define additional DEFINE_yyy functions with its own flag parsers and serializers, since that module will accide...
10,290
def find_replace_string(obj, find, replace): try: strobj = str(obj) newStr = string.replace(strobj, find, replace) if newStr == strobj: return obj else: return newStr except: line, filename, synerror = trace() raise ArcRestHelperErro...
Performs a string.replace() on the input object. Args: obj (object): The object to find/replace. It will be cast to ``str``. find (str): The string to search for. replace (str): The string to replace with. Returns: str: The replaced string.
10,291
def _processJobsWithRunningServices(self): while True: jobGraph = self.serviceManager.getJobGraphWhoseServicesAreRunning(0) if jobGraph is None: break logger.debug(, jobGraph.jobStoreID) jobGraph.services = [] self.toilState.u...
Get jobs whose services have started
10,292
def get_random_url(ltd="com"): url = [ "https://", RandomInputHelper.get_random_value(8, [string.ascii_lowercase]), ".", ltd ] return "".join(url)
Get a random url with the given ltd. Args: ltd (str): The ltd to use (e.g. com). Returns: str: The random url.
10,293
def get(self, project): try: data = self.request(project + ) except: raise if not isinstance(data, clam.common.data.CLAMData): raise Exception("Unable to retrieve CLAM Data") else: return data
Query the project status. Returns a ``CLAMData`` instance or raises an exception according to the returned HTTP Status code
10,294
def pixy_set_servos(self, s0, s1): task = asyncio.ensure_future(self.core.pixy_set_servos(s0, s1)) self.loop.run_until_complete(task)
Sends the setServos Pixy command. This method sets the pan/tilt servos that are plugged into Pixy's two servo ports. :param s0: value 0 to 1000 :param s1: value 0 to 1000 :returns: No return value.
10,295
def qteMacroNameMangling(self, macroCls): macroName = re.sub(r"([A-Z])", r, macroCls.__name__) if macroName[0] == : macroName = macroName[1:] return macroName.lower()
Convert the class name of a macro class to macro name. The name mangling inserts a '-' character after every capital letter and then lowers the entire string. Example: if the class name of ``macroCls`` is 'ThisIsAMacro' then this method will return 'this-is-a-macro', ie. every ...
10,296
def run(cmd, stdout=None, stderr=None, **kwargs): devnull = None try: stdoutfilter = None stderrfilter = None wantstdout = False wantstderr = False if stdout is False: devnull = open(, ) stdout = devnull elif stdout is True: ...
A blocking wrapper around subprocess.Popen(), but with a simpler interface for the stdout/stderr arguments: stdout=False / stderr=False stdout/stderr will be redirected to /dev/null (or discarded in some other suitable manner) stdout=True / stderr=True stdout/stderr will be captured...
10,297
def bind(self, cube): if self.measure: table, column = self.measure.bind(cube) else: table, column = cube.fact_table, cube.fact_pk column = getattr(func, self.function)(column) column = column.label(self.ref) column.quote = True r...
When one column needs to match, use the key.
10,298
def get_data(self, url=,headers={}, date=str(datetime.date.today()), dict_to_store={}, type=, repo_name=): url = (url + + type) r3 = requests.get(url, headers=headers) json = r3.json() if type == : self.views_json[repo_name] = json elif type...
Retrieves data from json and stores it in the supplied dict. Accepts 'clones' or 'views' as type.
10,299
def concat(objs, axis=0, join=, join_axes=None, ignore_index=False, keys=None, levels=None, names=None, verify_integrity=False, sort=None, copy=True): op = _Concatenator(objs, axis=axis, join_axes=join_axes, ignore_index=ignore_index, join=join, ...
Concatenate pandas objects along a particular axis with optional set logic along the other axes. Can also add a layer of hierarchical indexing on the concatenation axis, which may be useful if the labels are the same (or overlapping) on the passed axis number. Parameters ---------- objs : ...