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q275200
CLI.run
test
def run(self, args): """ Pass in raw arguments, instantiate Slack API and begin client. """ args = self.parser.parse_args(args) if not args.token: raise ValueError('Supply the slack token through --token or setting DJANGOBOT_TOKEN') # Import the channel layer...
python
{ "resource": "" }
q275201
dict_diff
test
def dict_diff(prv, nxt): """Return a dict of keys that differ with another config object.""" keys = set(prv.keys() + nxt.keys()) result = {} for k in keys: if prv.get(k) != nxt.get(k): result[k] = (prv.get(k), nxt.get(k)) return result
python
{ "resource": "" }
q275202
colorize
test
def colorize(msg, color): """Given a string add necessary codes to format the string.""" if DONT_COLORIZE: return msg else: return "{}{}{}".format(COLORS[color], msg, COLORS["endc"])
python
{ "resource": "" }
q275203
CallbackModule.v2_playbook_on_task_start
test
def v2_playbook_on_task_start(self, task, **kwargs): """Run when a task starts.""" self.last_task_name = task.get_name() self.printed_last_task = False
python
{ "resource": "" }
q275204
CallbackModule.v2_runner_on_ok
test
def v2_runner_on_ok(self, result, **kwargs): """Run when a task finishes correctly.""" failed = "failed" in result._result unreachable = "unreachable" in result._result if ( "print_action" in result._task.tags or failed or unreachable or s...
python
{ "resource": "" }
q275205
CallbackModule.v2_playbook_on_stats
test
def v2_playbook_on_stats(self, stats): """Display info about playbook statistics.""" print() self.printed_last_task = False self._print_task("STATS") hosts = sorted(stats.processed.keys()) for host in hosts: s = stats.summarize(host) if s["failur...
python
{ "resource": "" }
q275206
CallbackModule.v2_runner_on_skipped
test
def v2_runner_on_skipped(self, result, **kwargs): """Run when a task is skipped.""" if self._display.verbosity > 1: self._print_task() self.last_skipped = False line_length = 120 spaces = " " * (31 - len(result._host.name) - 4) line = " * {}...
python
{ "resource": "" }
q275207
prefix_to_addrmask
test
def prefix_to_addrmask(value, sep=" "): """ Converts a CIDR formatted prefix into an address netmask representation. Argument sep specifies the separator between the address and netmask parts. By default it's a single space. Examples: >>> "{{ '192.168.0.1/24|prefix_to_addrmask }}" -> "192.1...
python
{ "resource": "" }
q275208
check_empty
test
def check_empty(default=""): """ Decorator that checks if a value passed to a Jinja filter evaluates to false and returns an empty string. Otherwise calls the original Jinja filter. Example usage: @check_empty def my_jinja_filter(value, arg1): """ def real_decorator(func): @wr...
python
{ "resource": "" }
q275209
Root.add_model
test
def add_model(self, model, force=False): """ Add a model. The model will be asssigned to a class attribute with the YANG name of the model. Args: model (PybindBase): Model to add. force (bool): If not set, verify the model is in SUPPORTED_MODELS Example...
python
{ "resource": "" }
q275210
Root.get
test
def get(self, filter=False): """ Returns a dictionary with the values of the model. Note that the values of the leafs are YANG classes. Args: filter (bool): If set to ``True``, show only values that have been set. Returns: dict: A dictionary with the val...
python
{ "resource": "" }
q275211
Root.load_dict
test
def load_dict(self, data, overwrite=False, auto_load_model=True): """ Load a dictionary into the model. Args: data(dict): Dictionary to load overwrite(bool): Whether the data present in the model should be overwritten by the data in the dict or not. ...
python
{ "resource": "" }
q275212
Root.to_dict
test
def to_dict(self, filter=True): """ Returns a dictionary with the values of the model. Note that the values of the leafs are evaluated to python types. Args: filter (bool): If set to ``True``, show only values that have been set. Returns: dict: A diction...
python
{ "resource": "" }
q275213
Root.parse_config
test
def parse_config(self, device=None, profile=None, native=None, attrs=None): """ Parse native configuration and load it into the corresponding models. Only models that have been added to the root object will be parsed. If ``native`` is passed to the method that's what we will parse, othe...
python
{ "resource": "" }
q275214
Root.parse_state
test
def parse_state(self, device=None, profile=None, native=None, attrs=None): """ Parse native state and load it into the corresponding models. Only models that have been added to the root object will be parsed. If ``native`` is passed to the method that's what we will parse, otherwise, we...
python
{ "resource": "" }
q275215
Root.translate_config
test
def translate_config(self, profile, merge=None, replace=None): """ Translate the object to native configuration. In this context, merge and replace means the following: * **Merge** - Elements that exist in both ``self`` and ``merge`` will use by default the values in ``merge`...
python
{ "resource": "" }
q275216
load_filters
test
def load_filters(): """ Loads and returns all filters. """ all_filters = {} for m in JINJA_FILTERS: if hasattr(m, "filters"): all_filters.update(m.filters()) return all_filters
python
{ "resource": "" }
q275217
find_yang_file
test
def find_yang_file(profile, filename, path): """ Find the necessary file for the given test case. Args: device(napalm device connection): for which device filename(str): file to find path(str): where to find it relative to where the module is installed """ # Find base_dir of...
python
{ "resource": "" }
q275218
model_to_dict
test
def model_to_dict(model, mode="", show_defaults=False): """ Given a model, return a representation of the model in a dict. This is mostly useful to have a quick visual represenation of the model. Args: model (PybindBase): Model to transform. mode (string): Whether to print config, sta...
python
{ "resource": "" }
q275219
diff
test
def diff(f, s): """ Given two models, return the difference between them. Args: f (Pybindbase): First element. s (Pybindbase): Second element. Returns: dict: A dictionary highlighting the differences. Examples: >>> diff = napalm_yang.utils.diff(candidate, runnin...
python
{ "resource": "" }
q275220
Client.http_post
test
def http_post(self, url, data=None): """POST to URL and get result as a response object. :param url: URL to POST. :type url: str :param data: Data to send in the form body. :type data: str :rtype: requests.Response """ if not url.startswith('https://'): ...
python
{ "resource": "" }
q275221
Client.get_authorization_code_uri
test
def get_authorization_code_uri(self, **params): """Construct a full URL that can be used to obtain an authorization code from the provider authorization_uri. Use this URI in a client frame to cause the provider to generate an authorization code. :rtype: str """ if 'respo...
python
{ "resource": "" }
q275222
Client.get_token
test
def get_token(self, code, **params): """Get an access token from the provider token URI. :param code: Authorization code. :type code: str :return: Dict containing access token, refresh token, etc. :rtype: dict """ params['code'] = code if 'grant_type' not...
python
{ "resource": "" }
q275223
url_query_params
test
def url_query_params(url): """Return query parameters as a dict from the specified URL. :param url: URL. :type url: str :rtype: dict """ return dict(urlparse.parse_qsl(urlparse.urlparse(url).query, True))
python
{ "resource": "" }
q275224
url_dequery
test
def url_dequery(url): """Return a URL with the query component removed. :param url: URL to dequery. :type url: str :rtype: str """ url = urlparse.urlparse(url) return urlparse.urlunparse((url.scheme, url.netloc, url.path, ...
python
{ "resource": "" }
q275225
build_url
test
def build_url(base, additional_params=None): """Construct a URL based off of base containing all parameters in the query portion of base plus any additional parameters. :param base: Base URL :type base: str ::param additional_params: Additional query parameters to include. :type additional_para...
python
{ "resource": "" }
q275226
Provider._handle_exception
test
def _handle_exception(self, exc): """Handle an internal exception that was caught and suppressed. :param exc: Exception to process. :type exc: Exception """ logger = logging.getLogger(__name__) logger.exception(exc)
python
{ "resource": "" }
q275227
Provider._make_response
test
def _make_response(self, body='', headers=None, status_code=200): """Return a response object from the given parameters. :param body: Buffer/string containing the response body. :type body: str :param headers: Dict of headers to include in the requests. :type headers: dict ...
python
{ "resource": "" }
q275228
Provider._make_redirect_error_response
test
def _make_redirect_error_response(self, redirect_uri, err): """Return a HTTP 302 redirect response object containing the error. :param redirect_uri: Client redirect URI. :type redirect_uri: str :param err: OAuth error message. :type err: str :rtype: requests.Response ...
python
{ "resource": "" }
q275229
Provider._make_json_response
test
def _make_json_response(self, data, headers=None, status_code=200): """Return a response object from the given JSON data. :param data: Data to JSON-encode. :type data: mixed :param headers: Dict of headers to include in the requests. :type headers: dict :param status_cod...
python
{ "resource": "" }
q275230
AuthorizationProvider.get_authorization_code
test
def get_authorization_code(self, response_type, client_id, redirect_uri, **params): """Generate authorization code HTTP response. :param response_type: Desired response type. Must...
python
{ "resource": "" }
q275231
AuthorizationProvider.refresh_token
test
def refresh_token(self, grant_type, client_id, client_secret, refresh_token, **params): """Generate access token HTTP response from a refresh token. :param grant_type: Desired grant type. Must ...
python
{ "resource": "" }
q275232
AuthorizationProvider.get_token
test
def get_token(self, grant_type, client_id, client_secret, redirect_uri, code, **params): """Generate access token HTTP response. :param grant_type: Desired grant type. Must be "authorization_code...
python
{ "resource": "" }
q275233
AuthorizationProvider.get_authorization_code_from_uri
test
def get_authorization_code_from_uri(self, uri): """Get authorization code response from a URI. This method will ignore the domain and path of the request, instead automatically parsing the query string parameters. :param uri: URI to parse for authorization information. :type uri...
python
{ "resource": "" }
q275234
AuthorizationProvider.get_token_from_post_data
test
def get_token_from_post_data(self, data): """Get a token response from POST data. :param data: POST data containing authorization information. :type data: dict :rtype: requests.Response """ try: # Verify OAuth 2.0 Parameters for x in ['grant_type'...
python
{ "resource": "" }
q275235
ResourceProvider.get_authorization
test
def get_authorization(self): """Get authorization object representing status of authentication.""" auth = self.authorization_class() header = self.get_authorization_header() if not header or not header.split: return auth header = header.split() if len(header) ...
python
{ "resource": "" }
q275236
SMBus.open
test
def open(self, bus): """Open the smbus interface on the specified bus.""" # Close the device if it's already open. if self._device is not None: self.close() # Try to open the file for the specified bus. Must turn off buffering # or else Python 3 fails (see: https://b...
python
{ "resource": "" }
q275237
SMBus.read_byte
test
def read_byte(self, addr): """Read a single byte from the specified device.""" assert self._device is not None, 'Bus must be opened before operations are made against it!' self._select_device(addr) return ord(self._device.read(1))
python
{ "resource": "" }
q275238
SMBus.read_bytes
test
def read_bytes(self, addr, number): """Read many bytes from the specified device.""" assert self._device is not None, 'Bus must be opened before operations are made against it!' self._select_device(addr) return self._device.read(number)
python
{ "resource": "" }
q275239
SMBus.read_byte_data
test
def read_byte_data(self, addr, cmd): """Read a single byte from the specified cmd register of the device.""" assert self._device is not None, 'Bus must be opened before operations are made against it!' # Build ctypes values to marshall between ioctl and Python. reg = c_uint8(cmd) ...
python
{ "resource": "" }
q275240
SMBus.write_bytes
test
def write_bytes(self, addr, buf): """Write many bytes to the specified device. buf is a bytearray""" assert self._device is not None, 'Bus must be opened before operations are made against it!' self._select_device(addr) self._device.write(buf)
python
{ "resource": "" }
q275241
SMBus.write_byte_data
test
def write_byte_data(self, addr, cmd, val): """Write a byte of data to the specified cmd register of the device. """ assert self._device is not None, 'Bus must be opened before operations are made against it!' # Construct a string of data to send with the command register and byte value. ...
python
{ "resource": "" }
q275242
SMBus.write_i2c_block_data
test
def write_i2c_block_data(self, addr, cmd, vals): """Write a buffer of data to the specified cmd register of the device. """ assert self._device is not None, 'Bus must be opened before operations are made against it!' # Construct a string of data to send, including room for the command re...
python
{ "resource": "" }
q275243
File.cdn_url
test
def cdn_url(self): """Returns file's CDN url. Usage example:: >>> file_ = File('a771f854-c2cb-408a-8c36-71af77811f3b') >>> file_.cdn_url https://ucarecdn.com/a771f854-c2cb-408a-8c36-71af77811f3b/ You can set default effects:: >>> file_.default_...
python
{ "resource": "" }
q275244
File.copy
test
def copy(self, effects=None, target=None): """Creates a File Copy on Uploadcare or Custom Storage. File.copy method is deprecated and will be removed in 4.0.0. Please use `create_local_copy` and `create_remote_copy` instead. Args: - effects: Adds CDN...
python
{ "resource": "" }
q275245
File.create_local_copy
test
def create_local_copy(self, effects=None, store=None): """Creates a Local File Copy on Uploadcare Storage. Args: - effects: Adds CDN image effects. If ``self.default_effects`` property is set effects will be combined with default effects. - store:...
python
{ "resource": "" }
q275246
File.create_remote_copy
test
def create_remote_copy(self, target, effects=None, make_public=None, pattern=None): """Creates file copy in remote storage. Args: - target: Name of a custom storage connected to the project. - effects: Adds CDN image eff...
python
{ "resource": "" }
q275247
File.construct_from
test
def construct_from(cls, file_info): """Constructs ``File`` instance from file information. For example you have result of ``/files/1921953c-5d94-4e47-ba36-c2e1dd165e1a/`` API request:: >>> file_info = { # ... 'uuid': '1921953c-5d94-4e47-ba36-...
python
{ "resource": "" }
q275248
File.upload
test
def upload(cls, file_obj, store=None): """Uploads a file and returns ``File`` instance. Args: - file_obj: file object to upload to - store (Optional[bool]): Should the file be automatically stored upon upload. Defaults to None. - False - do not st...
python
{ "resource": "" }
q275249
File.upload_from_url
test
def upload_from_url(cls, url, store=None, filename=None): """Uploads file from given url and returns ``FileFromUrl`` instance. Args: - url (str): URL of file to upload to - store (Optional[bool]): Should the file be automatically stored upon upload. Defaults to N...
python
{ "resource": "" }
q275250
File.upload_from_url_sync
test
def upload_from_url_sync(cls, url, timeout=30, interval=0.3, until_ready=False, store=None, filename=None): """Uploads file from given url and returns ``File`` instance. Args: - url (str): URL of file to upload to - store (Optional[bool]): Should the...
python
{ "resource": "" }
q275251
FileGroup.file_cdn_urls
test
def file_cdn_urls(self): """Returns CDN urls of all files from group without API requesting. Usage example:: >>> file_group = FileGroup('0513dda0-582f-447d-846f-096e5df9e2bb~2') >>> file_group.file_cdn_urls[0] 'https://ucarecdn.com/0513dda0-582f-447d-846f-096e5df9e2...
python
{ "resource": "" }
q275252
FileGroup.construct_from
test
def construct_from(cls, group_info): """Constructs ``FileGroup`` instance from group information.""" group = cls(group_info['id']) group._info_cache = group_info return group
python
{ "resource": "" }
q275253
FileGroup.create
test
def create(cls, files): """Creates file group and returns ``FileGroup`` instance. It expects iterable object that contains ``File`` instances, e.g.:: >>> file_1 = File('6c5e9526-b0fe-4739-8975-72e8d5ee6342') >>> file_2 = File('a771f854-c2cb-408a-8c36-71af77811f3b') ...
python
{ "resource": "" }
q275254
FilesStorage._base_opration
test
def _base_opration(self, method): """ Base method for storage operations. """ uuids = self.uuids() while True: chunk = list(islice(uuids, 0, self.chunk_size)) if not chunk: return rest_request(method, self.storage_url, chunk)
python
{ "resource": "" }
q275255
FilesStorage.uuids
test
def uuids(self): """ Extract uuid from each item of specified ``seq``. """ for f in self._seq: if isinstance(f, File): yield f.uuid elif isinstance(f, six.string_types): yield f else: raise ValueError( ...
python
{ "resource": "" }
q275256
_list
test
def _list(api_list_class, arg_namespace, **extra): """ A common function for building methods of the "list showing". """ if arg_namespace.starting_point: ordering_field = (arg_namespace.ordering or '').lstrip('-') if ordering_field in ('', 'datetime_uploaded', 'datetime_created'): ...
python
{ "resource": "" }
q275257
bar
test
def bar(iter_content, parts, title=''): """ Iterates over the "iter_content" and draws a progress bar to stdout. """ parts = max(float(parts), 1.0) cells = 10 progress = 0 step = cells / parts draw = lambda progress: sys.stdout.write( '\r[{0:10}] {1:.2f}% {2}'.format( '#...
python
{ "resource": "" }
q275258
uploading_request
test
def uploading_request(verb, path, data=None, files=None, timeout=conf.DEFAULT): """Makes Uploading API request and returns response as ``dict``. It takes settings from ``conf`` module. Make sure that given ``path`` does not contain leading slash. Usage example:: >>> file_obj = open('photo.jp...
python
{ "resource": "" }
q275259
Api.home_mode_status
test
def home_mode_status(self, **kwargs): """Returns the status of Home Mode""" api = self._api_info['home_mode'] payload = dict({ 'api': api['name'], 'method': 'GetInfo', 'version': api['version'], '_sid': self._sid }, **kwargs) respon...
python
{ "resource": "" }
q275260
Api.camera_list
test
def camera_list(self, **kwargs): """Return a list of cameras.""" api = self._api_info['camera'] payload = dict({ '_sid': self._sid, 'api': api['name'], 'method': 'List', 'version': api['version'], }, **kwargs) response = self._get_j...
python
{ "resource": "" }
q275261
Api.camera_info
test
def camera_info(self, camera_ids, **kwargs): """Return a list of cameras matching camera_ids.""" api = self._api_info['camera'] payload = dict({ '_sid': self._sid, 'api': api['name'], 'method': 'GetInfo', 'version': api['version'], 'cam...
python
{ "resource": "" }
q275262
Api.camera_snapshot
test
def camera_snapshot(self, camera_id, **kwargs): """Return bytes of camera image.""" api = self._api_info['camera'] payload = dict({ '_sid': self._sid, 'api': api['name'], 'method': 'GetSnapshot', 'version': api['version'], 'cameraId': c...
python
{ "resource": "" }
q275263
Api.camera_disable
test
def camera_disable(self, camera_id, **kwargs): """Disable camera.""" api = self._api_info['camera'] payload = dict({ '_sid': self._sid, 'api': api['name'], 'method': 'Disable', 'version': 9, 'idList': camera_id, }, **kwargs) ...
python
{ "resource": "" }
q275264
Api.camera_event_motion_enum
test
def camera_event_motion_enum(self, camera_id, **kwargs): """Return motion settings matching camera_id.""" api = self._api_info['camera_event'] payload = dict({ '_sid': self._sid, 'api': api['name'], 'method': 'MotionEnum', 'version': api['version']...
python
{ "resource": "" }
q275265
Api.camera_event_md_param_save
test
def camera_event_md_param_save(self, camera_id, **kwargs): """Update motion settings matching camera_id with keyword args.""" api = self._api_info['camera_event'] payload = dict({ '_sid': self._sid, 'api': api['name'], 'method': 'MDParamSave', 'ver...
python
{ "resource": "" }
q275266
SurveillanceStation.update
test
def update(self): """Update cameras and motion settings with latest from API.""" cameras = self._api.camera_list() self._cameras_by_id = {v.camera_id: v for i, v in enumerate(cameras)} motion_settings = [] for camera_id in self._cameras_by_id.keys(): motion_setting =...
python
{ "resource": "" }
q275267
is_last_li
test
def is_last_li(li, meta_data, current_numId): """ Determine if ``li`` is the last list item for a given list """ if not is_li(li, meta_data): return False w_namespace = get_namespace(li, 'w') next_el = li while True: # If we run out of element this must be the last list item ...
python
{ "resource": "" }
q275268
get_single_list_nodes_data
test
def get_single_list_nodes_data(li, meta_data): """ Find consecutive li tags that have content that have the same list id. """ yield li w_namespace = get_namespace(li, 'w') current_numId = get_numId(li, w_namespace) starting_ilvl = get_ilvl(li, w_namespace) el = li while True: ...
python
{ "resource": "" }
q275269
get_ilvl
test
def get_ilvl(li, w_namespace): """ The ilvl on an li tag tells the li tag at what level of indentation this tag is at. This is used to determine if the li tag needs to be nested or not. """ ilvls = li.xpath('.//w:ilvl', namespaces=li.nsmap) if len(ilvls) == 0: return -1 return in...
python
{ "resource": "" }
q275270
get_v_merge
test
def get_v_merge(tc): """ vMerge is what docx uses to denote that a table cell is part of a rowspan. The first cell to have a vMerge is the start of the rowspan, and the vMerge will be denoted with 'restart'. If it is anything other than restart then it is a continuation of another rowspan. """ ...
python
{ "resource": "" }
q275271
get_grid_span
test
def get_grid_span(tc): """ gridSpan is what docx uses to denote that a table cell has a colspan. This is much more simple than rowspans in that there is a one-to-one mapping from gridSpan to colspan. """ w_namespace = get_namespace(tc, 'w') grid_spans = tc.xpath('.//w:gridSpan', namespaces=t...
python
{ "resource": "" }
q275272
get_td_at_index
test
def get_td_at_index(tr, index): """ When calculating the rowspan for a given cell it is required to find all table cells 'below' the initial cell with a v_merge. This function will return the td element at the passed in index, taking into account colspans. """ current = 0 for td in tr.xpath(...
python
{ "resource": "" }
q275273
style_is_false
test
def style_is_false(style): """ For bold, italics and underline. Simply checking to see if the various tags are present will not suffice. If the tag is present and set to False then the style should not be present. """ if style is None: return False w_namespace = get_namespace(style, ...
python
{ "resource": "" }
q275274
is_bold
test
def is_bold(r): """ The function will return True if the r tag passed in is considered bold. """ w_namespace = get_namespace(r, 'w') rpr = r.find('%srPr' % w_namespace) if rpr is None: return False bold = rpr.find('%sb' % w_namespace) return style_is_false(bold)
python
{ "resource": "" }
q275275
is_italics
test
def is_italics(r): """ The function will return True if the r tag passed in is considered italicized. """ w_namespace = get_namespace(r, 'w') rpr = r.find('%srPr' % w_namespace) if rpr is None: return False italics = rpr.find('%si' % w_namespace) return style_is_false(italics...
python
{ "resource": "" }
q275276
is_underlined
test
def is_underlined(r): """ The function will return True if the r tag passed in is considered underlined. """ w_namespace = get_namespace(r, 'w') rpr = r.find('%srPr' % w_namespace) if rpr is None: return False underline = rpr.find('%su' % w_namespace) return style_is_false(un...
python
{ "resource": "" }
q275277
is_title
test
def is_title(p): """ Certain p tags are denoted as ``Title`` tags. This function will return True if the passed in p tag is considered a title. """ w_namespace = get_namespace(p, 'w') styles = p.xpath('.//w:pStyle', namespaces=p.nsmap) if len(styles) == 0: return False style = st...
python
{ "resource": "" }
q275278
get_text_run_content_data
test
def get_text_run_content_data(r): """ It turns out that r tags can contain both t tags and drawing tags. Since we need both, this function will return them in the order in which they are found. """ w_namespace = get_namespace(r, 'w') valid_elements = ( '%st' % w_namespace, '%...
python
{ "resource": "" }
q275279
get_relationship_info
test
def get_relationship_info(tree, media, image_sizes): """ There is a separate file holds the targets to links as well as the targets for images. Return a dictionary based on the relationship id and the target. """ if tree is None: return {} result = {} # Loop through each relation...
python
{ "resource": "" }
q275280
_get_document_data
test
def _get_document_data(f, image_handler=None): ''' ``f`` is a ``ZipFile`` that is open Extract out the document data, numbering data and the relationship data. ''' if image_handler is None: def image_handler(image_id, relationship_dict): return relationship_dict.get(image_id) ...
python
{ "resource": "" }
q275281
get_ordered_list_type
test
def get_ordered_list_type(meta_data, numId, ilvl): """ Return the list type. If numId or ilvl not in the numbering dict then default to returning decimal. This function only cares about ordered lists, unordered lists get dealt with elsewhere. """ # Early return if numId or ilvl are not val...
python
{ "resource": "" }
q275282
build_list
test
def build_list(li_nodes, meta_data): """ Build the list structure and return the root list """ # Need to keep track of all incomplete nested lists. ol_dict = {} # Need to keep track of the current indentation level. current_ilvl = -1 # Need to keep track of the current list id. cur...
python
{ "resource": "" }
q275283
build_tr
test
def build_tr(tr, meta_data, row_spans): """ This will return a single tr element, with all tds already populated. """ # Create a blank tr element. tr_el = etree.Element('tr') w_namespace = get_namespace(tr, 'w') visited_nodes = [] for el in tr: if el in visited_nodes: ...
python
{ "resource": "" }
q275284
build_table
test
def build_table(table, meta_data): """ This returns a table object with all rows and cells correctly populated. """ # Create a blank table element. table_el = etree.Element('table') w_namespace = get_namespace(table, 'w') # Get the rowspan values for cells that have a rowspan. row_span...
python
{ "resource": "" }
q275285
get_t_tag_content
test
def get_t_tag_content( t, parent, remove_bold, remove_italics, meta_data): """ Generate the string data that for this particular t tag. """ if t is None or t.text is None: return '' # Need to escape the text so that we do not accidentally put in text # that is not valid XML. ...
python
{ "resource": "" }
q275286
_strip_tag
test
def _strip_tag(tree, tag): """ Remove all tags that have the tag name ``tag`` """ for el in tree.iter(): if el.tag == tag: el.getparent().remove(el)
python
{ "resource": "" }
q275287
find
test
def find(dataset, url): '''Find the location of a dataset on disk, downloading if needed.''' fn = os.path.join(DATASETS, dataset) dn = os.path.dirname(fn) if not os.path.exists(dn): print('creating dataset directory: %s', dn) os.makedirs(dn) if not os.path.exists(fn): if sys....
python
{ "resource": "" }
q275288
load_mnist
test
def load_mnist(flatten=True, labels=False): '''Load the MNIST digits dataset.''' fn = find('mnist.pkl.gz', 'http://deeplearning.net/data/mnist/mnist.pkl.gz') h = gzip.open(fn, 'rb') if sys.version_info < (3, ): (timg, tlab), (vimg, vlab), (simg, slab) = pickle.load(h) else: (timg, tl...
python
{ "resource": "" }
q275289
load_cifar
test
def load_cifar(flatten=True, labels=False): '''Load the CIFAR10 image dataset.''' def extract(name): print('extracting data from {}'.format(name)) h = tar.extractfile(name) if sys.version_info < (3, ): d = pickle.load(h) else: d = pickle.load(h, encoding='...
python
{ "resource": "" }
q275290
plot_images
test
def plot_images(imgs, loc, title=None, channels=1): '''Plot an array of images. We assume that we are given a matrix of data whose shape is (n*n, s*s*c) -- that is, there are n^2 images along the first axis of the array, and each image is c squares measuring s pixels on a side. Each row of the input wi...
python
{ "resource": "" }
q275291
plot_layers
test
def plot_layers(weights, tied_weights=False, channels=1): '''Create a plot of weights, visualized as "bottom-level" pixel arrays.''' if hasattr(weights[0], 'get_value'): weights = [w.get_value() for w in weights] k = min(len(weights), 9) imgs = np.eye(weights[0].shape[0]) for i, weight in en...
python
{ "resource": "" }
q275292
plot_filters
test
def plot_filters(filters): '''Create a plot of conv filters, visualized as pixel arrays.''' imgs = filters.get_value() N, channels, x, y = imgs.shape n = int(np.sqrt(N)) assert n * n == N, 'filters must contain a square number of rows!' assert channels == 1 or channels == 3, 'can only plot gray...
python
{ "resource": "" }
q275293
batches
test
def batches(arrays, steps=100, batch_size=64, rng=None): '''Create a callable that generates samples from a dataset. Parameters ---------- arrays : list of ndarray (time-steps, data-dimensions) Arrays of data. Rows in these arrays are assumed to correspond to time steps, and columns to ...
python
{ "resource": "" }
q275294
Text.encode
test
def encode(self, txt): '''Encode a text string by replacing characters with alphabet index. Parameters ---------- txt : str A string to encode. Returns ------- classes : list of int A sequence of alphabet index values corresponding to the...
python
{ "resource": "" }
q275295
Text.classifier_batches
test
def classifier_batches(self, steps, batch_size, rng=None): '''Create a callable that returns a batch of training data. Parameters ---------- steps : int Number of time steps in each batch. batch_size : int Number of training examples per batch. rn...
python
{ "resource": "" }
q275296
Classifier.predict_sequence
test
def predict_sequence(self, labels, steps, streams=1, rng=None): '''Draw a sequential sample of class labels from this network. Parameters ---------- labels : list of int A list of integer class labels to get the classifier started. steps : int The number ...
python
{ "resource": "" }
q275297
Convolution.add_conv_weights
test
def add_conv_weights(self, name, mean=0, std=None, sparsity=0): '''Add a convolutional weight array to this layer's parameters. Parameters ---------- name : str Name of the parameter to add. mean : float, optional Mean value for randomly-initialized weigh...
python
{ "resource": "" }
q275298
Autoencoder.encode
test
def encode(self, x, layer=None, sample=False, **kwargs): '''Encode a dataset using the hidden layer activations of our network. Parameters ---------- x : ndarray A dataset to encode. Rows of this dataset capture individual data points, while columns represent the...
python
{ "resource": "" }
q275299
Autoencoder.decode
test
def decode(self, z, layer=None, **kwargs): '''Decode an encoded dataset by computing the output layer activation. Parameters ---------- z : ndarray A matrix containing encoded data from this autoencoder. layer : int or str or :class:`Layer <layers.Layer>`, optional ...
python
{ "resource": "" }