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def generate_py_units(data): """Generate the list of units in units.py.""" units = collections.defaultdict(list) for unit in sorted(data.units, key=lambda a: a.name): if unit.unit_id in static_data.UNIT_TYPES: units[unit.race].append(unit) def print_race(name, race): print("class %s(enum.IntEnum)...
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def _insert_to_array(self, chunk, results): """ Enters results arrays into the HDF5 database. """ ## two result arrs chunksize = self._chunksize qrts, invs = results ## enter into db with h5py.File(self.database.output, 'r+') as io5: io5['qua...
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def csv_list(models, attr, link=False, separator=", "): """Return a comma-separated list of models, optionaly with a link.""" values = [] for model in models: value = getattr(model, attr) if link and hasattr(model, "get_admin_url") and callable(model.get_admin_url): value = get_a...
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def xslt(request): """Shows xml output transformed with standard xslt""" foos = foobar_models.Foo.objects.all() return render_xslt_to_response('xslt/model-to-xml.xsl', foos, mimetype='text/xml')
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def sendMultiPart(smtp, gpg_context, sender, recipients, subject, text, attachments): """ a helper method that composes and sends an email with attachments requires a pre-configured smtplib.SMTP instance""" sent = 0 for to in recipients: if not to.startswith('<'): uid = '<%s>' % to ...
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def _get_orientation_changes(self): """ Returns a list of the pages that have orientation changes.""" self.orientation_changes = [] for page in self.pages: if page.orientation_change is True: self.orientation_changes.append(page.index) e...
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def html_diff(self, old, new): """ Return HTML formatted character-based diff between old and new (used for CS50 IDE). """ def html_transition(old_type, new_type): tags = [] for tag in [("/", old_type), ("", new_type)]: if tag[1] not in ["+", "-"]:...
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def progress(self, *restrictions, display=True): """ report progress of populating the table :return: remaining, total -- tuples to be populated """ todo = self._jobs_to_do(restrictions) total = len(todo) remaining = len(todo - self.target) if display: ...
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def export(self, contentType): """ Export message to specified contentType via munge contentType <str> - eg. "json", "yaml" """ cls = munge.get_codec(contentType) codec = cls() return codec.dumps(self.__dict__())
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def encode(arg, delimiter=None, encodeseq=None, encoded=tuple()): '''Encode a single argument for the file-system''' arg = coerce_unicode(arg, _c.FSQ_CHARSET) new_arg = sep = u'' delimiter, encodeseq = delimiter_encodeseq( _c.FSQ_DELIMITER if delimiter is None else delimiter, _c.FSQ_ENCO...
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def clean_pubmed_identifiers(pmids: Iterable[str]) -> List[str]: """Clean a list of PubMed identifiers with string strips, deduplicates, and sorting.""" return sorted({str(pmid).strip() for pmid in pmids})
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def at(self, time_str): """ Schedule the job every day at a specific time. Calling this is only valid for jobs scheduled to run every N day(s). :param time_str: A string in `XX:YY` format. :return: The invoked job instance """ assert self.unit in ('days'...
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def autohelp_directive(dirname, arguments, options, content, lineno, content_offset, block_text, state, state_machine): """produces rst from nose help""" config = Config(parserClass=OptBucket, plugins=BuiltinPluginManager()) parser = config.getParser(TestProgram.us...
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def _get_rate(self, value): """Return the rate in Hz from the short int value""" if value == 0: return 0 else: return MINIMAL_RATE_HZ * math.exp(value * self._get_factor())
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def _prepare_bam_file(bam_file, tmp_dir, config): """ Pipe sort by name cmd in case sort by coordinates """ sort_mode = _get_sort_order(bam_file, config) if sort_mode != "queryname": bam_file = sort(bam_file, config, "queryname") return bam_file
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def merge_enums(xml): '''merge enums between XML files''' emap = {} for x in xml: newenums = [] for enum in x.enum: if enum.name in emap: emapitem = emap[enum.name] # check for possible conflicting auto-assigned values after merge i...
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def flatten(args): """ %prog flatten filename > ids Convert a list of IDs (say, multiple IDs per line) and move them into one per line. For example, convert this, to this: A,B,C | A 1 | B a,4 | C ...
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async def get_cred_briefs_by_proof_req_q(self, proof_req_json: str, x_queries_json: str = None) -> str: """ A cred-brief aggregates a cred-info and a non-revocation interval. A cred-brief-dict maps wallet cred-ids to their corresponding cred-briefs. Return json (cred-brief-dict) object ...
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def trits_from_int(n, pad=1): # type: (int, Optional[int]) -> List[int] """ Returns a trit representation of an integer value. :param n: Integer value to convert. :param pad: Ensure the result has at least this many trits. References: - https://dev.to/buntine/the-balanced...
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def _find_flag_groups(h5f): """Return all groups in `h5f` that look like flags """ flag_groups = [] def _find(name, obj): if _is_flag_group(obj): flag_groups.append(name) h5f.visititems(_find) return flag_groups
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def _check_params(self): """Check validity of parameters and raise ValueError if not valid. """ if self.n_estimators <= 0: raise ValueError("n_estimators must be greater than 0 but " "was %r" % self.n_estimators) if not 0.0 < self.subsample <= 1.0: ...
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def get_file_relative_path_by_id(self, id): """ Given an id, get the corresponding file info relative path joined with file name. Parameters: #. id (string): The file unique id string. :Returns: #. relativePath (string): The file relative path joined with file n...
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def collect_scripts_from_sources(script_paths, files_deployment, project_path='.', is_package=False, logger=None): """ Collects postgres scripts from source files :param script_paths: list of strings or a string with a relative path to the directory containing files with scripts :param files_deployment...
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def trainOn(self, dstream): """Train the model on the incoming dstream.""" self._validate(dstream) def update(rdd): self._model.update(rdd, self._decayFactor, self._timeUnit) dstream.foreachRDD(update)
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def get_temp_and_dew(wxdata: str) -> ([str], Number, Number): # type: ignore """ Returns the report list and removed temperature and dewpoint strings """ for i, item in reversed(list(enumerate(wxdata))): if '/' in item: # ///07 if item[0] == '/': item = '...
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def _expand_shorthand(model_formula, variables): """Expand shorthand terms in the model formula. """ wm = 'white_matter' gsr = 'global_signal' rps = 'trans_x + trans_y + trans_z + rot_x + rot_y + rot_z' fd = 'framewise_displacement' acc = _get_matches_from_data('a_comp_cor_[0-9]+', variables...
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def put(self, key, data, ttl_secs=None): """Like :meth:`~simplekv.KeyValueStore.put`, but with an additional parameter: :param ttl_secs: Number of seconds until the key expires. See above for valid values. :raises exceptions.ValueError: If ``ttl_secs...
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def _generate_examples(self, imgs_path, csv_path): """Yields examples.""" with tf.io.gfile.GFile(csv_path) as csv_f: reader = csv.DictReader(csv_f) # Get keys for each label from csv label_keys = reader.fieldnames[5:] data = [] for row in reader: # Get image based on indica...
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def get_user_info(self, recipient_id, fields=None): """Getting information about the user https://developers.facebook.com/docs/messenger-platform/user-profile Input: recipient_id: recipient id to send to Output: Response from API as <dict> """ params =...
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def mod(self): """ Cached compiled binary of the Generic_Code class. To clear cache invoke :meth:`clear_mod_cache`. """ if self._mod is None: self._mod = self.compile_and_import_binary() return self._mod
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def setup_logging(verbose=False, logger=None): """Setup console logging. Info and below go to stdout, others go to stderr. :param bool verbose: Print debug statements. :param str logger: Which logger to set handlers to. Used for testing. """ if not verbose: logging.getLogger('requests').set...
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def eval(self): """ Evaluates the given input and returns a string containing the actual filenames represented. If the input token represents multiple independent files, then eval will return a list of all the input files needed, otherwise it returns the filenames in a string. ""...
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def htmlsafe(unsafe): """ Escapes all x(ht)ml control characters. """ unsafe = unsafe.replace('&', '&amp;') unsafe = unsafe.replace('<', '&lt;') unsafe = unsafe.replace('>', '&gt;') return unsafe
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def solve_gcp(V,E): """solve_gcp -- solve the graph coloring problem with bisection and fixed-k model Parameters: - V: set/list of nodes in the graph - E: set/list of edges in the graph Returns tuple with number of colors used, and dictionary mapping colors to vertices """ LB = 0 ...
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def _assert_is_dictlike(maybe_dictlike, valid_keys): """Raises a TypeError iff `maybe_dictlike` is not a dictlike object.""" # This covers a common mistake when people use incorrect dictionary nesting # for initializers / partitioners etc. The previous error message was quite # opaque, this should be much clear...
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def make_param_dict_from_file(self,path_to_params): """ make param dict from a file on disk """ # then we were given a path to a parameter file param_list = list(csv.reader(open(path_to_params,"rb"))) # delete empty elements (if any) param_file = [x for x in param...
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def _diff(self, x, th, eps): """ Differentiation function. Numerical approximation of a Rosenblatt transformation created from copula formulation. """ foo = lambda y: self.igen(numpy.sum(self.gen(y, th), 0), th) out1 = out2 = 0. sign = 1 - 2*(x > .5).T ...
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def delete_pipeline_stage(self, pipeline_key, stage_key, sort_by = None): '''Deletes a stage in the pipeline by stage key and pipeline key Args: pipeline_key key for pipeline stage_key key for stage sort_by in desc order by 'creationTimestamp' or 'lastUpdatedTimestamp' returns (status code for the ...
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def _init_map(self, record_types=None, **kwargs): """Initialize form map""" osid_objects.OsidObjectForm._init_map(self, record_types=record_types) self._my_map['levelId'] = self._level_default self._my_map['startTime'] = self._start_time_default self._my_map['gradeSystemId'] = se...
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def getlist(self, name): """ Retrieve given property from class/instance, ensuring it is a list. Also determine whether the list contains simple text/numeric values or nested dictionaries (a "complex" list) """ value = self.getvalue(name) complex = {} def...
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def get_region_bed(region, items, out_file, want_gzip=True): """Retrieve BED file of regions to analyze, either single or multi-region. """ variant_regions = bedutils.population_variant_regions(items, merged=True) target = shared.subset_variant_regions(variant_regions, region, out_file, items) if no...
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def strptime(cls, date_string, fmt): """ This is opposite of the :py:meth:`khayyam.JalaliDate.strftime`, and used to parse date strings into date object. `ValueError` is raised if the date_string and format can’t be parsed by time.strptime() or if it returns a value which isn’t ...
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def _decode_region(decoder, region, corrections, shrink): """Decodes and returns the value in a region. Args: region (DmtxRegion): Yields: Decoded or None: The decoded value. """ with _decoded_matrix_region(decoder, region, corrections) as msg: if msg: # Coordin...
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def render_list(self, cnt, unique=False, progress_callback=None, **kwargs): '''Return a list of generated strings. Args: cnt (int): length of list unique (bool): whether to make entries unique Returns: list. We keep track of total attempts because a...
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def download(url: str, filename: str, skip_cert_verify: bool = True) -> None: """ Downloads a URL to a file. Args: url: URL to download from filename: file to save to skip_cert_verify: skip SSL certificate check? """ log.info("Downloading from {} to {}", url, fi...
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def store(config, archiver, revision, stats): """ Store a revision record within an archiver folder. :param config: The configuration :type config: :class:`wily.config.WilyConfig` :param archiver: The name of the archiver type (e.g. 'git') :type archiver: ``str`` :param revision: Th...
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def parse(self, callback_data: str) -> typing.Dict[str, str]: """ Parse data from the callback data :param callback_data: :return: """ prefix, *parts = callback_data.split(self.sep) if prefix != self.prefix: raise ValueError("Passed callback data can'...
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def set(self, name, valu): ''' Set a name in the SlabDict. Args: name (str): The key name. valu (obj): A msgpack compatible value. Returns: None ''' byts = s_msgpack.en(valu) lkey = self.pref + name.encode('utf8') self...
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def destroy_volume_snapshot(volume_id, snapshot_id, profile, **libcloud_kwargs): ''' Destroy a volume snapshot. :param volume_id: Volume ID from which the snapshot belongs :type volume_id: ``str`` :param snapshot_id: Volume Snapshot ID from which to destroy :type snapshot_id: ``str`` ...
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def get_entity_by_netid(self, netid): """ Returns a restclients.Entity object for the given netid. If the netid isn't found, or if there is an error communicating with the PWS, a DataFailureException will be thrown. """ if not self.valid_uwnetid(netid): raise...
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def _is_tp(pkt): """Returns true if pkt is using SOMEIP-TP, else returns false.""" tp = [SOMEIP.TYPE_TP_REQUEST, SOMEIP.TYPE_TP_REQUEST_NO_RET, SOMEIP.TYPE_TP_NOTIFICATION, SOMEIP.TYPE_TP_RESPONSE, SOMEIP.TYPE_TP_ERROR] if isinstance(pkt, Packet): return ...
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def peek_path_info(environ, charset='utf-8', errors='replace'): """Returns the next segment on the `PATH_INFO` or `None` if there is none. Works like :func:`pop_path_info` without modifying the environment: >>> env = {'SCRIPT_NAME': '/foo', 'PATH_INFO': '/a/b'} >>> peek_path_info(env) 'a' ...
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def ensure_traj(traj): r"""Makes sure that traj is a trajectory (array of float) """ if is_float_matrix(traj) or is_bool_matrix(traj): return traj elif is_float_vector(traj): return traj[:,None] else: try: arr = np.array(traj) arr = ensure_dtype_float...
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def sg_expand_dims(tensor, opt): r"""Inserts a new axis. See tf.expand_dims() in tensorflow. Args: tensor: A `Tensor` (automatically given by chain). opt: axis : Dimension to expand. Default is -1. name: If provided, it replaces current tensor's name. Returns: ...
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def rm(self, line): """ Remove all occurrences of 'line' from contents where 'line' is an entire line or a list of lines. Return true if the file was changed by rm(), False otherwise. Multi-line strings are converted to a list delimited by new lines. :param line: S...
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def _load_config(self): """Read the configuration file and load it into memory.""" self._config = ConfigParser.SafeConfigParser() self._config.read(self.config_path)
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def iyang(imgIn, krnl, imgSeg, Cnt, itr=5): '''partial volume correction using iterative Yang method imgIn: input image which is blurred due to the PSF of the scanner krnl: shift invariant kernel of the PSF imgSeg: segmentation into regions starting with 0 (e.g., background) and then next integer number...
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def makesubatoffset(self, bitoffset, *, _offsetideal=None): """Create a copy of this promise with an offset, and use it as this promise's child. If this promise's primitive is being merged with another primitive, a new subpromise may be required to keep track of the new offset of data c...
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def add_tags(self): """Add a Vorbis comment block to the file.""" if self.tags is None: self.tags = VCFLACDict() self.metadata_blocks.append(self.tags) else: raise FLACVorbisError("a Vorbis comment already exists")
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def distorted_bounding_box_crop(image, bbox, min_object_covered=0.1, aspect_ratio_range=(0.75, 1.33), area_range=(0.05, 1.0), max_attempts=100, ...
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def _read_opt_ilnp(self, code, *, desc): """Read HOPOPT ILNP Nonce option. Structure of HOPOPT ILNP Nonce option [RFC 6744]: 0 1 2 3 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 +-+-+-+-+-+-+-...
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def xyz2lonlat(x__, y__, z__): """Get longitudes from cartesian coordinates. """ R = 6370997.0 lons = da.rad2deg(da.arccos(x__ / da.sqrt(x__ ** 2 + y__ ** 2))) * da.sign(y__) lats = da.sign(z__) * (90 - da.rad2deg(da.arcsin(da.sqrt(x__ ** 2 + y__ ** 2) / R))) return lons, lats
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def _rc_sinter(self, src, *args): """ Returns the members of the set resulting from the difference between the first set and all the successive sets. """ args = list_or_args(src, args) src_set = self.smembers(args.pop(0)) if src_set is not set([]): for...
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def add_sections(app, doctree, fromdocname): """Add section titles to the needs as additional attributes that can be used in tables and filters""" needs = getattr(app.builder.env, 'needs_all_needs', {}) for key, need_info in needs.items(): sections = get_sections(need_info) need_info['se...
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def get_mrca_idx_from_tip_labels(self, names=None, wildcard=None, regex=None): """ Returns the node idx label of the most recent common ancestor node for the clade that includes the selected tips. Arguments can use fuzzy name matching: a list of tip names, wildcard selector, or regex st...
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def match(self, filepath): """ The function to check file. Should return True if match, False otherwise. """ # no extension? if filepath.find(".") == -1: return False # match extension return filepath.lower().split(".")[-1] in self.__extension...
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def get_overlapping_values(plates): """ Need to find where in the tree the two plates intersect, e.g. We are given as input plates D, E, whose positions in the tree are: root -> A -> B -> C -> D root -> A -> B -> E The results should then be the cartesian product betwe...
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def remove_xml_element_string(name, content): """ Remove XML elements from a string """ ET.register_namespace("", "http://soap.sforce.com/2006/04/metadata") tree = ET.fromstring(content) tree = remove_xml_element(name, tree) clean_content = ET.tostring(tree, encoding=UTF8) return clean_content
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def get(self, **params): ''' Returns details for a specific airport. .. code-block:: python amadeus.reference_data.location('ALHR').get() :rtype: amadeus.Response :raises amadeus.ResponseError: if the request could not be completed ''' return self.c...
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def _addMethod(self, effect, verb, resource, conditions): """Adds a method to the internal lists of allowed or denied methods. Each object in the internal list contains a resource ARN and a condition statement. The condition statement can be null.""" if verb != "*" and not hasattr(HttpVe...
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def ref(function, callback=None): """ Returns a weak reference to the given method or function. If the callback argument is not None, it is called as soon as the referenced function is garbage deleted. :type function: callable :param function: The function to reference. :type callback: ca...
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def find_videos_by_playlist(self, playlist_id, page=1, count=20): """doc: http://open.youku.com/docs/doc?id=71 """ url = 'https://openapi.youku.com/v2/playlists/videos.json' params = { 'client_id': self.client_id, 'playlist_id': playlist_id, 'page': pa...
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def ready(self): """Initialisation for django-ddp (setup lookups and signal handlers).""" if not settings.DATABASES: raise ImproperlyConfigured('No databases configured.') for (alias, conf) in settings.DATABASES.items(): engine = conf['ENGINE'] if engine not i...
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def execute(self, uri, namespace, action, timeout=2, **kwargs): """Executes a given action with optional arguments. The execution of an action of an UPnP/TR64 device needs more than just the name of an action. It needs the control URI which is called to place the action and also the namespace a...
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def to_iris(dataarray): """ Convert a DataArray into a Iris Cube """ # Iris not a hard dependency import iris from iris.fileformats.netcdf import parse_cell_methods dim_coords = [] aux_coords = [] for coord_name in dataarray.coords: coord = encode(dataarray.coords[coord_name]) ...
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def set_storage_container_acl(kwargs=None, storage_conn=None, call=None): ''' .. versionadded:: 2015.8.0 Set a storage container's acl CLI Example: .. code-block:: bash salt-cloud -f set_storage_container my-azure name=mycontainer name: Name of existing container. signed...
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def show(self, start_date, end_date): """setting suggested name to something readable, replace backslashes with dots so the name is valid in linux""" # title in the report file name vars = {"title": _("Time track"), "start": start_date.strftime("%x").replace("/", ".")...
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def build_transform(self): """ Creates a basic transformation that was used to train the models """ cfg = self.cfg # we are loading images with OpenCV, so we don't need to convert them # to BGR, they are already! So all we need to do is to normalize # by 255 if w...
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def iter_bases(bases): """ Performs MRO linearization of a set of base classes. Yields each base class in turn. """ sequences = ([list(inspect.getmro(base)) for base in bases] + [list(bases)]) # Loop over sequences while True: s...
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def validate_pai_trial_conifg(experiment_config): '''validate the trial config in pai platform''' if experiment_config.get('trainingServicePlatform') == 'pai': if experiment_config.get('trial').get('shmMB') and \ experiment_config['trial']['shmMB'] > experiment_config['trial']['memoryMB']: ...
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def hold_absent(name, snapshot, recursive=False): ''' ensure hold is absent on the system name : string name of hold snapshot : string name of snapshot recursive : boolean recursively releases a hold with the given tag on the snapshots of all descendent file systems. ''...
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def b58encode_int(i, default_one=True): '''Encode an integer using Base58''' if not i and default_one: return alphabet[0] string = "" while i: i, idx = divmod(i, 58) string = alphabet[idx] + string return string
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def _parse_blob(self): """Parse a blob command.""" lineno = self.lineno mark = self._get_mark_if_any() data = self._get_data(b'blob') return commands.BlobCommand(mark, data, lineno)
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def urldefrag(url): """Removes any existing fragment from URL. Returns a tuple of the defragmented URL and the fragment. If the URL contained no fragments, the second element is the empty string. """ if '#' in url: s, n, p, a, q, frag = urlparse(url) defrag = urlunparse((s, n, ...
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def build_payload(self, tag, message): """ Encode, sign payload(optional) and attach subscription tag """ message = self.encode(message) message = self.sign(message) payload = bytes(tag.encode('utf-8')) + message return payload
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def _safe_getattr(o): """Gets the attribute from the specified object, taking the acorn decoration into account. """ def getattribute(attr): # pragma: no cover if hasattr(o, "__acornext__") and o.__acornext__ is not None: return o.__acornext__.__getattribute__(attr) elif hasa...
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def value(self): """Returns a formatted version of the data for final output. This takes into consideration the :attr:`~horizon.tables.Column.link`` and :attr:`~horizon.tables.Column.empty_value` attributes. """ try: data = self.column.get_data(self.d...
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def create(style_dataset, content_dataset, style_feature=None, content_feature=None, max_iterations=None, model='resnet-16', verbose=True, batch_size = 6, **kwargs): """ Create a :class:`StyleTransfer` model. Parameters ---------- style_dataset: SFrame Input style images. Th...
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def _create_info_struct(file, mode, samplerate, channels, format, subtype, endian): """Check arguments and create SF_INFO struct.""" original_format = format if format is None: format = _get_format_from_filename(file, mode) assert isinstance(format, (_unicode, str)) ...
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def tokenize(self, sentence, normalize=True, is_feature=False, is_surface=False, return_list=False, func_normalizer=text_preprocess.normalize_text): # type: (text_type, bool, bool, bool, bool, Callable[[text_type], text_type]) ...
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def vsan_supported(service_instance): ''' Returns whether vsan is supported on the vCenter: api version needs to be 6 or higher service_instance Service instance to the host or vCenter ''' try: api_version = service_instance.content.about.apiVersion except vim.fault.NoPe...
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def register_microscope_files(self, plate_name, acquisition_name, path): ''' Register microscope files contained in `path` (Server side). If `path` is a directory, upload all files contained in it. Parameters ---------- plate_name: str ...
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def timed(f: Optional[Callable[[int], None]] = None): """Time the execution of code in the with-block, calling the function f (if it is given) with the resulting time in nanoseconds.""" start = time.perf_counter() yield end = time.perf_counter() if f: ns = int((end - start) * 1_000_000_0...
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def fit(self, X, y, **fit_params): """Find the best parameters for a particular model. Parameters ---------- X, y : array-like **fit_params Additional partial fit keyword arguments for the estimator. """ return default_client().sync(self._fit, X, y, *...
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def line_to_variables(source, line, inherit_permission, parent): """ Returns a list of variables declared in the provided line of code. The line of code should be provided as a string. """ vartype, kind, strlen, proto, rest = parse_type(line,parent.strings,parent.settings) attribs = [] inten...
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def dafec(handle, bufsiz, lenout=_default_len_out): """ Extract comments from the comment area of a binary DAF. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/dafec_c.html :param handle: Handle of binary DAF opened with read access. :type handle: int :param bufsiz: Maximum size, in li...
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def readInfo(stream): """ Read previously-written information about diffs. """ try: for line in stream: (toUUID, fromUUID, size) = line.split() try: size = int(size) except Exception: logger.warning("Bad ...
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def replace_table_rate_rule_by_id(cls, table_rate_rule_id, table_rate_rule, **kwargs): """Replace TableRateRule Replace all attributes of TableRateRule This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> threa...
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def lock(self): """ Lock the config database. Use if Locking/Unlocking is not performaed automatically by lock=False """ if not self.locked: rpc_command = '<Lock/>' try: self._execute_rpc(rpc_command) except XMLCLIError: ...
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def _collected_label(collect, label): """Label of a collected column.""" if not collect.__name__.startswith('<'): return label + ' ' + collect.__name__ else: return label
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