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def setPololuProtocol(self): self._compact = False self._log and self._log.debug("Pololu protocol has been set.")
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Set the pololu protocol.
def _add_output(self, out): self._outputs += [out] out.node = self out._set_as_output_of(self)
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Add as destination of output data
def getRequest(self): ars = self.getLinkedRequests() if len(ars) > 1: ar_ids = ", ".join(map(api.get_id, ars)) logger.info("Attachment assigned to more than one AR: [{}]. " "The first AR will be returned".format(ar_ids)) if len(ars) >= 1: ...
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Return the primary AR this attachment is linked
def log2(x, context=None): return _apply_function_in_current_context( BigFloat, mpfr.mpfr_log2, (BigFloat._implicit_convert(x),), context, )
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Return the base-two logarithm of x.
def _check_inplace_setting(self, value): if self._is_mixed_type: if not self._is_numeric_mixed_type: try: if np.isnan(value): return True except Exception: pass raise TypeError('Cannot do ...
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check whether we allow in-place setting with this type of value
def from_sgf(sgfc): if sgfc is None or sgfc == '' or (go.N <= 19 and sgfc == 'tt'): return None return _SGF_COLUMNS.index(sgfc[1]), _SGF_COLUMNS.index(sgfc[0])
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Converts from an SGF coordinate to a Minigo coordinate.
def server_info_cb(self, context, server_info_p, userdata): server_info = server_info_p.contents self.request_update(context)
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Retrieves the default sink and calls request_update
def md(self, text=TEXT, float_format="%.2g"): cols = self._data.columns hl = pd.DataFrame([["---"] * len(cols)], index=["---"], columns=cols) df = pd.concat([hl, self._data]) return df.to_csv(sep='|', index=True, float_format=float_format)
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Generate Markdown from the table data.
def activationFunctionASIG(self, x): def act(v): if v < -15.0: return 0.0 elif v > 15.0: return 1.0 else: return 1.0 / (1.0 + Numeric.exp(-v)) return Numeric.array(list(map(act, x)), 'f')
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Determine the activation of a node based on that nodes net input.
def dtool(debug): level = logging.WARNING if debug: level = logging.DEBUG logging.basicConfig( format='%(asctime)s - %(name)s - %(levelname)s - %(message)s', level=level)
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Tool to work with datasets.
def server(self): if self._server is None: self._server = bugzilla.Bugzilla(url=self.parent.url) return self._server
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Connection to the server
def _upload_none(self, upload_info, check_result): return UploadResult( action=None, quickkey=check_result['duplicate_quickkey'], hash_=upload_info.hash_info.file, filename=upload_info.name, size=upload_info.size, created=None, ...
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Dummy upload function for when we don't actually upload
def save(self): if self.path is None: if self.config_manager.userCodeDir is not None: sys.path.remove(self.config_manager.userCodeDir) self.config_manager.userCodeDir = None logger.info("Removed custom module search path from configuration and sys.path...
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This function is called by the parent dialog window when the user selects to save the settings.
def _build_pyramid(self, image, levels): pyramid = [image] for l in range(levels-1): if any(x < 20 for x in pyramid[-1].shape[:2]): break pyramid.append(cv2.pyrDown(pyramid[-1])) return list(reversed(pyramid))
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Returns a list of reduced-size images, from smallest to original size
def user_got_role_event(user, role): msg = 'User ({}){} got new role [{}]' current_app.logger.info(msg.format(user.id, user.email, role.handle))
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User got new role
def attend(x, source, hparams, name): with tf.variable_scope(name): x = tf.squeeze(x, axis=2) if len(source.get_shape()) > 3: source = tf.squeeze(source, axis=2) source = common_attention.add_timing_signal_1d(source) y = common_attention.multihead_attention( common_layers.layer_preproces...
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Self-attention layer with source as memory antecedent.
def send(self, send_string, newline=None): self.current_send_string = send_string newline = newline if newline is not None else self.newline self.channel.send(send_string + newline)
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Saves and sends the send string provided.
def feed_key(self, key_press): assert isinstance(key_press, KeyPress) cli = self._active_cli if not cli.is_done: cli.input_processor.feed(key_press) cli.input_processor.process_keys()
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Feed a key press to the CommandLineInterface.
def reload(self, *modules): self.notify('before_reload') if 'configfiles' in self.config: self.log.info('Reloading configuration...') cfg = utils.parse_config( self.server and 'server' or 'bot', *self.config['configfiles']) self.config.update(cfg) ...
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Reload one or more plugins
def optimise_xy(xy, *args): z, elements, coordinates = args window_com = np.array([xy[0], xy[1], z]) return -pore_diameter(elements, coordinates, com=window_com)[0]
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Return negative pore diameter for x and y coordinates optimisation.
def children_sum( self, children,node ): return sum( [self.value(value,node) for value in children] )
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Calculate children's total sum
def _check_versionlock(): if _yum() == 'dnf': if int(__grains__.get('osmajorrelease')) >= 26: if six.PY3: vl_plugin = 'python3-dnf-plugin-versionlock' else: vl_plugin = 'python2-dnf-plugin-versionlock' else: if six.PY3: ...
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Ensure that the appropriate versionlock plugin is present
def packed_checksum(self, data): self.field.setval(self.algo(data[self.start:self.end])) sio = BytesIO() self.field.pack(sio) return sio.getvalue()
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Given the data of the entire packet return the checksum bytes
def connect(self): "Initiate the connection to a proxying hub" log.info("connecting") self._peer = connection.Peer( None, self._dispatcher, self._addrs.popleft(), backend.Socket(), reconnect=False) self._peer.start()
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Initiate the connection to a proxying hub
def from_srt(cls, file): parser = SRTParser().read(file) return cls(file=file, captions=parser.captions)
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Reads captions from a file in SubRip format.
def _report_options(p): _default_options(p, blacklist=['cache', 'log-group', 'quiet']) p.add_argument( '--days', type=float, default=1, help="Number of days of history to consider") p.add_argument( '--raw', type=argparse.FileType('wb'), help="Store raw json of collected recor...
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Add options specific to the report subcommand.
def create_merge_psm_map(peptides, ns): psmmap = {} for peptide in peptides: seq = reader.get_peptide_seq(peptide, ns) psm_ids = reader.get_psm_ids_from_peptide(peptide, ns) for psm_id in psm_ids: try: psmmap[seq][psm_id.text] = 1 except KeyError: ...
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Loops through peptides, stores sequences mapped to PSM ids.
def terminal_path_lengths_per_neurite(neurites, neurite_type=NeuriteType.all): return list(sectionfunc.section_path_length(s) for n in iter_neurites(neurites, filt=is_type(neurite_type)) for s in iter_sections(n, iterator_type=Tree.ileaf))
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Get the path lengths to each terminal point per neurite in a collection
def stop_db_session(exc=None): if has_db_session(): exc_type = None tb = None if exc: exc_type, exc, tb = get_exc_info(exc) db_session.__exit__(exc_type, exc, tb)
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Stops the last db_session
def drinkAdmins(self, objects=False): admins = self.group('drink', objects=objects) return admins
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Returns a list of drink admins uids
def group_evidence_edges(edges: Iterable[EdgeTuple]) -> Iterable[Tuple[str, Iterable[EdgeTuple]]]: return itt.groupby(edges, key=_evidence_sort_key)
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Return an iterator over pairs of evidence values and their corresponding edge iterators.
def uuid3(namespace, name): import md5 hash = md5.md5(namespace.bytes + name).digest() return UUID(bytes=hash[:16], version=3)
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Generate a UUID from the MD5 hash of a namespace UUID and a name.
def load(klass, client, id, **kwargs): resource = klass.RESOURCE.format(id=id) response = Request(client, 'get', resource, params=kwargs).perform() return klass(client).from_response(response.body['data'])
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Returns an object instance for a given resource.
def cancel_job(self, id_job, hub=None, group=None, project=None, access_token=None, user_id=None): if access_token: self.req.credential.set_token(access_token) if user_id: self.req.credential.set_user_id(user_id) if not self.check_credentials(): ...
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Cancel the information about a job, by its id
def autobuild_docproject(): try: family = utilities.get_family('module_settings.json') autobuild_release(family) autobuild_documentation(family.tile) except unit_test.IOTileException as e: print(e.format()) Exit(1)
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Autobuild a project that only contains documentation
def disconnect_entry_signals(): post_save.disconnect( sender=Entry, dispatch_uid=ENTRY_PS_PING_DIRECTORIES) post_save.disconnect( sender=Entry, dispatch_uid=ENTRY_PS_PING_EXTERNAL_URLS) post_save.disconnect( sender=Entry, dispatch_uid=ENTRY_PS_FLUSH_SIMILAR_CA...
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Disconnect all the signals on Entry model.
def connect_input(self, wire): self._input = wire wire.sinks.append(self)
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Probe the specified wire.
def _random_color(h_range=(0., 1.), s_range=(.5, 1.), v_range=(.5, 1.), ): h, s, v = uniform(*h_range), uniform(*s_range), uniform(*v_range) r, g, b = hsv_to_rgb(np.array([[[h, s, v]]])).flat return r, g, b
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Generate a random RGB color.
def _remote_browser_class(env_vars, tags=None): if tags is None: tags = [] envs = _required_envs(env_vars) envs.update(_optional_envs()) caps = _capabilities_dict(envs, tags) if 'accessKey' in caps: LOGGER.info(u"Using SauceLabs: %s %s %s", caps['platform'], caps['browserName'], caps...
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Returns class, kwargs, and args needed to instantiate the remote browser.
def make_key(*criteria): criteria = [stringify(c) for c in criteria] criteria = [c for c in criteria if c is not None] if len(criteria): return ':'.join(criteria)
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Make a string key out of many criteria.
def _is_big_endian(self): if self.endian == DataTypeMixIn.ENDIAN_NATIVE: return SYSTEM_ENDIAN == DataTypeMixIn.ENDIAN_BIG return self.endian in (DataTypeMixIn.ENDIAN_BIG, DataTypeMixIn.ENDIAN_NETWORK)
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Whether the current endian is big endian.
def should_stop(self, result): if result.get(DONE): return True for criteria, stop_value in self.stopping_criterion.items(): if criteria not in result: raise TuneError( "Stopping criteria {} not provided in result {}.".format( ...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'should_stop'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': '...
Whether the given result meets this trial's stopping criteria.
def _process_legend(self): for l in self.handles['plot'].legend: l.items[:] = [] l.border_line_alpha = 0 l.background_fill_alpha = 0
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_process_legend'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 's...
Disables legends if show_legend is disabled.
def append_file(self, file): self.files.append(file) if self.transformer: future = asyncio.ensure_future(self.transformer.transform(file)) future.add_done_callback(self.handle_transform)
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'append_file'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': '...
Append a new file in the stream.
def addConnector(self, wire1, wire2): if wire1 == wire2: return if wire1 > wire2: wire1, wire2 = wire2, wire1 try: last_level = self[-1] except IndexError: self.append([(wire1, wire2)]) return for wires in last_level: ...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'addConnector'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'val...
Add a connector between wire1 and wire2 in the network.
def _to_bstr(l): if isinstance(l, str): l = l.encode('ascii', 'backslashreplace') elif not isinstance(l, bytes): l = str(l).encode('ascii', 'backslashreplace') return l
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_to_bstr'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'l'}; {'i...
Convert to byte string.
def _get_sub_package_provider_session(self, sub_package, session_name, proxy=None): agent_key = self._get_agent_key() if session_name in self._provider_sessions[agent_key]: return self._provider_sessions[agent_key][session_name] else: manager = self._get_sub_package_provi...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_get_sub_package_provider_session'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identi...
Gets the session from a sub-package
def delist(target): result = target if type(target) is dict: for key in target: target[key] = delist(target[key]) if type(target) is list: if len(target)==0: result = None elif len(target)==1: result = delist(target[0]) else: re...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'delist'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'target'}; ...
for any "list" found, replace with a single entry if the list has exactly one entry
def xslt(request): foos = foobar_models.Foo.objects.all() return render_xslt_to_response('xslt/model-to-xml.xsl', foos, mimetype='text/xml')
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'xslt'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'request'}; {...
Shows xml output transformed with standard xslt
def setup_step_out(self, frame): self.frame_calling = None self.frame_stop = None self.frame_return = frame.f_back self.frame_suspend = False self.pending_stop = True return
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'setup_step_out'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value'...
Setup debugger for a "stepOut"
def CaptureVariable(self, value, depth, limits, can_enqueue=True): try: return self.CaptureVariableInternal(value, depth, limits, can_enqueue) except BaseException as e: return { 'status': { 'isError': True, 'refersTo': 'VARIABLE_VALUE', 'descripti...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'CaptureVariable'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8']}; {'id': '4', 'type': 'identifier', 'child...
Try-Except wrapped version of CaptureVariableInternal.
def visit_starred(self, node, parent): context = self._get_context(node) newnode = nodes.Starred( ctx=context, lineno=node.lineno, col_offset=node.col_offset, parent=parent ) newnode.postinit(self.visit(node.value, newnode)) return newnode
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'visit_starred'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'va...
visit a Starred node and return a new instance of it
def coerce(self, value): if self._coerce is not None: value = self._coerce(value) return value
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'coerce'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'...
Coerce a cleaned value.
def _get_renditions(self, kwargs): img_1x, size = self.get_rendition( 1, **utils.remap_args(kwargs, {"quality": "quality_ldpi"})) img_2x, _ = self.get_rendition( 2, **utils.remap_args(kwargs, {"quality": "quality_hdpi"})) return (img_1x, img_2x, size)
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_get_renditions'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value...
Get a bunch of renditions; returns a tuple of 1x, 2x, size
def _post(url:str, params:dict, headers:dict) -> dict: response = requests.post(url, params=params, headers=headers) data = response.json() if response.status_code != 200 or "error" in data: raise GoogleApiError({"status_code": response.status_code, "error": data.ge...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '16', '18']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_post'}; {'id': '3', 'type': 'parameters', 'children': ['4', '8', '12']}; {'id': '4', 'type': 'typed_parameter', 'children': ['...
Make a POST call.
def OnBorderChoice(self, event): choicelist = event.GetEventObject().GetItems() self.borderstate = choicelist[event.GetInt()]
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'OnBorderChoice'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value'...
Change the borders that are affected by color and width changes
def _StopMonitoringProcesses(self): for pid in list(self._process_information_per_pid.keys()): self._RaiseIfNotRegistered(pid) process = self._processes_per_pid[pid] self._StopMonitoringProcess(process)
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_StopMonitoringProcesses'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'v...
Stops monitoring all processes.
def close(self): self._target_context_errors = None self._query_context_errors = None self._general_errors = None for ae in self._alignment_errors: ae.close() self._alignment_errors = None
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'close'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'i...
Set some objects to None to hopefully free up some memory.
def _from_dict(cls, _dict): args = {} if 'utterance_id' in _dict: args['utterance_id'] = _dict.get('utterance_id') else: raise ValueError( 'Required property \'utterance_id\' not present in UtteranceAnalysis JSON' ) if 'utterance_text' ...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_from_dict'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'c...
Initialize a UtteranceAnalysis object from a json dictionary.
def replace_month_abbr_with_num(date_str, lang=DEFAULT_DATE_LANG): num, abbr = get_month_from_date_str(date_str, lang) return re.sub(abbr, str(num), date_str, flags=re.IGNORECASE)
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'replace_month_abbr_with_num'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children'...
Replace month strings occurrences with month number.
def find_output_with_ifo(self, ifo): ifo = ifo.upper() return FileList([i for i in self if ifo in i.ifo_list])
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'find_output_with_ifo'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], '...
Find all files who have ifo = ifo
def dict_row_strategy(column_names): column_names = [(name or idx) for idx, name in enumerate(column_names)] def row_factory(row): return dict(zip(column_names, row)) return row_factory
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'dict_row_strategy'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': ...
Dict row strategy, rows returned as dictionaries
def _highlight_extrema(data, color='yellow', max_=True): attr = 'background-color: {0}'.format(color) if data.ndim == 1: if max_: extrema = data == data.max() else: extrema = data == data.min() return [attr if v else '' for v in extrema...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_highlight_extrema'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']}; {'id': '4', 'type': 'identifier', 'children': [...
Highlight the min or max in a Series or DataFrame.
def _af_inv_scaled(x): x = _transform_to_2d(x) cov_matrix = np.atleast_2d(np.cov(x, rowvar=False)) cov_matrix_power = _mat_sqrt_inv(cov_matrix) return x.dot(cov_matrix_power)
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_af_inv_scaled'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'x'...
Scale a random vector for using the affinely invariant measures
def _nose_tools_functions(): module = _BUILDER.string_build( textwrap.dedent( ) ) try: case = next(module["a"].infer()) except astroid.InferenceError: return for method in case.methods(): if method.name.startswith("assert") and "_" not in method.name: ...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '4']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_nose_tools_functions'}; {'id': '3', 'type': 'parameters', 'children': []}; {'id': '4', 'type': 'block', 'children': ['5', '18', '39']...
Get an iterator of names and bound methods.
def expand_squeeze_to_nd(x, n, squeeze_dim=2, expand_dim=-1): if len(x.shape) > n: while len(x.shape) != n: x = tf.squeeze(x, [squeeze_dim]) else: while len(x.shape) != n: x = tf.expand_dims(x, expand_dim) return x
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '13']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'expand_squeeze_to_nd'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9']}; {'id': '4', 'type': 'identifier', 'child...
Make x n-d with squeeze and expand_dims.
def reset(self): if not self.request_list.conflict: phase = _ResolvePhase(self.request_list.requirements, solver=self) self.pr("resetting...") self._init() self._push_phase(phase)
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'reset'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'i...
Reset the solver, removing any current solve.
def validate_search_input(self) -> bool: "Check if input value is empty." input = self._search_input if input.value == str(): input.layout = Layout(border="solid 2px red", height='auto') else: self._search_input.layout = Layout() return input.value != str()
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'validate_search_input'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], ...
Check if input value is empty.
def log_cloud_error(client, message, **kwargs): try: cloud_logger = getattr(log, kwargs.get('azurearm_log_level')) except (AttributeError, TypeError): cloud_logger = getattr(log, 'error') cloud_logger( 'An AzureARM %s CloudError has occurred: %s', client.capitalize(), ...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'log_cloud_error'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], '...
Log an azurearm cloud error exception
def signature(self, block_size=None): "Requests a signature for remote file via API." kwargs = {} if block_size: kwargs['block_size'] = block_size return self.api.get('path/sync/signature', self.path, **kwargs)
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'signature'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'se...
Requests a signature for remote file via API.
def commitLine(self, line) : if self.streamBuffer is None : raise ValueError("Commit lines is only for when you are streaming to a file") self.streamBuffer.append(line) if len(self.streamBuffer) % self.writeRate == 0 : for i in xrange(len(self.streamBuffer)) : self.streamBuffer[i] = str(self.streamBuffe...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'commitLine'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 's...
Commits a line making it ready to be streamed to a file and saves the current buffer if needed. If no stream is active, raises a ValueError
def _X509__asn1date_to_datetime(asn1date): bio = Membio() libcrypto.ASN1_TIME_print(bio.bio, asn1date) pydate = datetime.strptime(str(bio), "%b %d %H:%M:%S %Y %Z") return pydate.replace(tzinfo=utc)
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Converts openssl ASN1_TIME object to python datetime.datetime
def pp(i, base=1024): degree = 0 pattern = "%4d %s" while i > base: pattern = "%7.2f %s" i = i / float(base) degree += 1 scales = ['B', 'KB', 'MB', 'GB', 'TB', 'EB'] return pattern % (i, scales[degree])
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Pretty-print the integer `i` as a human-readable size representation.
def _generate_ngrams_with_context(self, tokens: List[Token]) -> chain: chained_ngrams_iter = self._generate_ngrams_with_context_helper(iter(tokens), 1) for n in range(2, self._ngrams + 1): ngrams_iter = tee(tokens, n) for j in range(1, n): for k in range(j): ...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '13', '15']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_generate_ngrams_with_context'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', '...
Generates the 1-gram to n-grams tuples of the list of tokens
def RawData(self): result = collections.OrderedDict() i = 0 while True: try: name, value, value_type = winreg.EnumValue(self._AccessRootKey(), i) if value_type == winreg.REG_SZ: precondition.AssertType(value, Text) result[name] = value except OSError: ...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'RawData'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {...
Yields the valus in each section.
def destroy(ctx, app, expire_hit, sandbox): if expire_hit: ctx.invoke(expire, app=app, sandbox=sandbox, exit=False) HerokuApp(app).destroy()
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'destroy'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'val...
Tear down an experiment server.
def proj4_to_wkt(projection): srs = osgeo.osr.SpatialReference() srs.ImportFromProj4(projection.srs) return srs.ExportToWkt()
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'proj4_to_wkt'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'proj...
Converts a pyproj.Proj object to a well-known text string
def log_similarity_result(logfile, result): assert result['task'] == 'similarity' if not logfile: return with open(logfile, 'a') as f: f.write('\t'.join([ str(result['global_step']), result['task'], result['dataset_name'], json.dumps(result['da...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'log_similarity_result'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], ...
Log a similarity evaluation result dictionary as TSV to logfile.
def _get_utxos(self, address, services, **modes): return get_unspent_outputs( self.crypto, address, services=services, **modes )
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_get_utxos'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], '...
Using the service fallback engine, get utxos from remote service.
def create_roots(self, yam): self.local_grammar = SchemaNode("grammar") self.local_grammar.attr = { "ns": yam.search_one("namespace").arg, "nma:module": self.module.arg} src_text = "YANG module '%s'" % yam.arg revs = yam.search("revision") if len(revs) > 0...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'create_roots'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': ...
Create the top-level structure for module `yam`.
def check(ty, val): "Checks that `val` adheres to type `ty`" if isinstance(ty, basestring): ty = Parser().parse(ty) return ty.enforce(val)
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'check'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'ty'}; ...
Checks that `val` adheres to type `ty`
def _update_plot(self, _): for param in self.model.params: param.value = self._sliders[param].val for indep_var, dep_var in self._projections: self._update_specific_plot(indep_var, dep_var)
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Callback to redraw the plot to reflect the new parameter values.
def _get_package_status(package): status = package["status_str"] or "Unknown" stage = package["stage_str"] or "Unknown" if stage == "Fully Synchronised": return status return "%(status)s / %(stage)s" % {"status": status, "stage": stage}
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Get the status for a package.
def are_ilx(self, ilx_ids): total_data = [] for ilx_id in ilx_ids: ilx_id = ilx_id.replace('http', '').replace('.', '').replace('/', '') data, success = self.get_data_from_ilx(ilx_id) if success: total_data.append(data['data']) else: ...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'are_ilx'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self...
Checks list of objects to see if they are usable ILX IDs
def xpatherror(self, file, line, no): libxml2mod.xmlXPatherror(self._o, file, line, no)
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Formats an error message.
def _extract_variables(param): variables = set() if isinstance(param, list): variables.update(*[_extract_variables(x) for x in param]) elif isinstance(param, dict): variables.update(*[_extract_variables(x) for x in param.values()]) elif isinstance(param, str): for match in re.fin...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_extract_variables'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value':...
Find all template variables in args.
def remove_item(self, item): index = self.items.index(item) self.beginRemoveRows(QtCore.QModelIndex(), index, index) self.items.remove(item) self.endRemoveRows()
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Remove item from model
def users(self, extra_params=None): return self.api._get_json( User, space=self, rel_path=self._build_rel_path('users'), extra_params=extra_params, )
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All Users with access to this Space
def _set_winning_team(self): if not self._summary['finished']: return for team in self._summary['diplomacy']['teams']: team['winner'] = False for player_number in team['player_numbers']: for player in self._summary['players']: if pl...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_set_winning_team'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': ...
Mark the winning team.
def closest_color(requested_color): logging.disable(logging.DEBUG) colors = [] for key, name in css3_hex_to_names.items(): diff = color_diff(hex_to_rgb(key), requested_color) colors.append((diff, name)) logging.disable(logging.NOTSET) min_diff, min_color = min(colors) return min_...
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Find closest color name for the request RGB tuple.
def _shutdown_minions(self): setproctitle('pyres_manager: Waiting on children to shutdown.') for minion in self._workers.values(): minion.terminate() minion.join()
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_shutdown_minions'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': ...
send the SIGNINT signal to each worker in the pool.
def _resolv_name(self, hostname): ip = hostname try: ip = socket.gethostbyname(hostname) except Exception as e: logger.debug("{}: Cannot convert {} to IP address ({})".format(self.plugin_name, hostname, e)) return ip
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Convert hostname to IP address.
def _ratelimit(self, http_method, url, **kwargs): def time_since_last_call(): if self.callsafety['lastcalltime'] is not None: return int(time() - self.callsafety['lastcalltime']) else: return None lastlimitremaining = self.callsafety['lastlimitrema...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_ratelimit'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], '...
Ensure we do not hit the rate limit.
def common_start(*args): def _iter(): for s in zip(*args): if len(set(s)) < len(args): yield s[0] else: return out = "".join(_iter()).strip() result = [s for s in args if not s.startswith(out)] result.insert(0, out) return ', '.join(res...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'common_start'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'list_splat_pattern', 'children': ['5']}; {'...
returns the longest common substring from the beginning of sa and sb
def lock(self): self.password = None self.keyfile = None self.groups[:] = [] self.entries[:] = [] self._group_order[:] = [] self._entry_order[:] = [] self.root_group = v1Group() self._num_groups = 1 self._num_entries = 0 return True
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This method locks the database.
def __parse_loc_data(loc_data, result): result[DATA] = {ATTRIBUTION: ATTRIBUTION_INFO, FORECAST: [], PRECIPITATION_FORECAST: None} for key, [value, func] in SENSOR_TYPES.items(): result[DATA][key] = None try: sens_data = loc_data[value] ...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '__parse_loc_data'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'valu...
Parse the json data from selected weatherstation.
def create_gw_response(app, wsgi_env): response = {} buf = [] result = [] def start_response(status, headers, exc_info=None): result[:] = [status, headers] return buf.append appr = app(wsgi_env, start_response) close_func = getattr(appr, 'close', None) try: buf.extend...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'create_gw_response'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'va...
Create an api gw response from a wsgi app and environ.
def create(cls, receiver_id, user_id=None): event = cls(id=uuid.uuid4(), receiver_id=receiver_id, user_id=user_id) event.payload = event.receiver.extract_payload() return event
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Create an event instance.
async def _maybe_release_last_part(self) -> None: if self._last_part is not None: if not self._last_part.at_eof(): await self._last_part.release() self._unread.extend(self._last_part._unread) self._last_part = None
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_maybe_release_last_part'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [...
Ensures that the last read body part is read completely.
def _get_hyperparameters(self): hyperparameters = {} for key in self._hyperparameters: hyperparameters[key] = getattr(self, key) return hyperparameters
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_get_hyperparameters'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value...
Get internal optimization parameters.