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@follows(mkdir("fastqc")) <NEW_LINE> @transform("*.fastq.*.gz", regex(r"(\S+).fastq.(\S+).gz"), r"fastqc/\1_read\2_fastqc.log") <NEW_LINE> def run_fastqc(infile, outfile): <NEW_LINE> <INDENT> statement = '''fastqc -o fastqc --nogroup --extract %(infile)s >& %(outfile)s ''' <NEW_LINE> P.run()
Run fastqc on raw reads
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def prepareMesh(self,face_group=None): <NEW_LINE> <INDENT> if face_group is None: <NEW_LINE> <INDENT> new_mesh = smesh.CopyMesh(self.mesh,'help_mesh',toKeepIDs = True) <NEW_LINE> <DEDENT> else: <NEW_LINE> <INDENT> new_mesh = smesh.CopyMesh(face_group,'help_mesh',toKeepIDs = True) <NEW_LINE> <DEDENT> return new_mesh
Necessary preparation steps.
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def get_tonic_index(tonic): <NEW_LINE> <INDENT> try: <NEW_LINE> <INDENT> tonic_index = tonic_map[tonic[0]] <NEW_LINE> if tonic_index is not None: <NEW_LINE> <INDENT> for accidental in tonic[1:]: <NEW_LINE> <INDENT> tonic_index += accidental_map[accidental] <NEW_LINE> <DEDENT> tonic_index %= 12 <NEW_LINE> <DEDENT> retur...
Get the index of the tonic of the given chord tonic string. Parameters ========== tonic : string A tonic pitch, including any sharps (#) and flats (b). Returns ======= tonic_index : int The index of the given tonic string, on the range [0 (C), 11 (B)], or None if the given tonic string is not a proper...
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def make_rectangle(length, height=0, placement=None, face=None, support=None): <NEW_LINE> <INDENT> if not App.ActiveDocument: <NEW_LINE> <INDENT> App.Console.PrintError("No active document. Aborting\n") <NEW_LINE> return <NEW_LINE> <DEDENT> if isinstance(length,(list,tuple)) and (len(length) == 4): <NEW_LINE> <INDENT> ...
make_rectangle(length, width, [placement], [face]) Creates a Rectangle object with length in X direction and height in Y direction. Parameters ---------- length, height : dimensions of the rectangle placement : Base.Placement If a placement is given, it is used. face : Bool If face is False, the rectangle i...
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def deserialize_numpy(self, str, numpy): <NEW_LINE> <INDENT> try: <NEW_LINE> <INDENT> end = 0 <NEW_LINE> _x = self <NEW_LINE> start = end <NEW_LINE> end += 9 <NEW_LINE> (_x.x, _x.y, _x.button1,) = _struct_2fB.unpack(str[start:end]) <NEW_LINE> self.button1 = bool(self.button1) <NEW_LINE> return self <NEW_LINE> <DEDENT> ...
unpack serialized message in str into this message instance using numpy for array types :param str: byte array of serialized message, ``str`` :param numpy: numpy python module
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@pytest.fixture <NEW_LINE> def db(base_app): <NEW_LINE> <INDENT> if not database_exists(str(db_.engine.url)): <NEW_LINE> <INDENT> create_database(str(db_.engine.url)) <NEW_LINE> <DEDENT> db_.create_all() <NEW_LINE> yield db_ <NEW_LINE> db_.session.remove() <NEW_LINE> db_.drop_all()
Setup database.
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def __init__(self, count=None, urls=None): <NEW_LINE> <INDENT> self.count = count <NEW_LINE> self.urls = urls
:param count: (Optional) :param urls: (Optional)
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def preprocess(image, resize_image=True): <NEW_LINE> <INDENT> image = crop(image) <NEW_LINE> image = rgb2yuv(image) <NEW_LINE> image = resize(image) <NEW_LINE> return image
preprocess image before feeding to model 1. crop the image to remove unnecessary parts 2. convert from RGB to YUV 3. convert to the shape expected by the the input of the model
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def test_grammar(self): <NEW_LINE> <INDENT> p = ParserBase() <NEW_LINE> p.grammar(GRAMMAR) <NEW_LINE> p.parse('https://www.abcabc.com') <NEW_LINE> p.parse('https://www.bcaabc.co.uk') <NEW_LINE> p.parse('http://www.a.fr') <NEW_LINE> with self.assertRaises(NotFoundError): <NEW_LINE> <INDENT> p.parse('www.abc.com') <NEW_L...
Use the grammar method, also providing an opportunity to check a more complex multi-rule example.
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def show_words_randomly(self, db, func_title): <NEW_LINE> <INDENT> import time <NEW_LINE> from random import choice <NEW_LINE> word_num = input('請輸入單字數量 (10~30): ') <NEW_LINE> sleep_sec = input('請輸入停頓秒數 (0~5): ') <NEW_LINE> if word_num.isdigit() and sleep_sec.isdigit(): <NEW_LINE> <INDENT> word_num = int(word_num) <NEW...
亂數播放單字
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def _build_case(branch_index, branch_graphs, branch_inputs, name=None): <NEW_LINE> <INDENT> _check_same_outputs(_CASE, branch_graphs) <NEW_LINE> case_inputs = _make_inputs_match(branch_graphs, branch_inputs) <NEW_LINE> with ops.control_dependencies( sum((list(bg.control_captures) for bg in branch_graphs), [])): <NEW_LI...
Creates an `Case` op from `branch_index`, branch graphs and inputs. Note that this modifies `branch_graphs` to make the inputs match, and to output all intermediates values so they're available for the gradient computation. `branch_graphs` need not have the same input types, but they must have the same outpute types....
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def process_users(self): <NEW_LINE> <INDENT> self.user_time_session = pd.DataFrame() <NEW_LINE> for _, frame in self.group_by_user: <NEW_LINE> <INDENT> user_frame = frame[['username', 'time', 'event_type', 'referer', 'page', 'classification_event_type', 'classification_referer', 'event', 'event_type_vertical']].copy() ...
To every group in the logs grouped by username, sorts, adds classification according to the time between actions and enumerates the sessions.
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def get_name(self, index=None): <NEW_LINE> <INDENT> edges = len(self.G.edges()) <NEW_LINE> nodes = len(self.G.nodes()) <NEW_LINE> if index is None: <NEW_LINE> <INDENT> name = ("has_K" + str(self.clique) + "_edges-" + str(edges) + '_nodes-' + str(nodes) + ".txt") <NEW_LINE> <DEDENT> else: <NEW_LINE> <INDENT> name = ("ha...
a method that determines the name of G based upon properties of the graph Parameters: index: a value index to add to the end of the name Returns: name: the name of the graph
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def click_customer_specific_routing_search_button(self): <NEW_LINE> <INDENT> self.click_element(self.customer_specific_routing_search_button_locator)
Implementing click customer specific routing search button functionality :return:
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def getMachineId(self, *args, **kwargs): <NEW_LINE> <INDENT> return _VISHNU.LocalAccount_getMachineId(self, *args, **kwargs)
getMachineId(self) -> EString
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def _get_field_by_name(self, name): <NEW_LINE> <INDENT> for field in self._fields: <NEW_LINE> <INDENT> if field[0] == name: <NEW_LINE> <INDENT> return field <NEW_LINE> <DEDENT> <DEDENT> raise FieldError("{} has no field {!r}".format( self.__class__.__name__, name ))
Return the field by name
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def scale_data(data, nm_per_pixel=1, I_multiplier=1): <NEW_LINE> <INDENT> q_size = data['q'].size <NEW_LINE> q_size = q_size - 1 if q_size % 2 == 1 else q_size <NEW_LINE> dq = 1.0 / (q_size * 2) * 1.0 / nm_per_pixel <NEW_LINE> out_data = data <NEW_LINE> out_data['q'] *= dq <NEW_LINE> out_data['I'] *= I_multiplier <NEW_...
scale q range based on nm_per_pixel at size of image
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def get_ota_rect(self, ox, oy): <NEW_LINE> <INDENT> left, bottom = self.get_xy_from_oxy(ox, oy, 0, 0) <NEW_LINE> right, top = self.get_xy_from_oxy(ox, oy, self.OW, self.OH) <NEW_LINE> return (left, right), (bottom, top)
Return rect (in global x and y: l, r, b, t) of ota with given id
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def parse_current_wait_time(data): <NEW_LINE> <INDENT> pass
Parses a given wait time
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def read(self, request=None): <NEW_LINE> <INDENT> self._cook_check() <NEW_LINE> if not self._v_errors: <NEW_LINE> <INDENT> if not self.expand: <NEW_LINE> <INDENT> return self._text <NEW_LINE> <DEDENT> try: <NEW_LINE> <INDENT> context = self.pt_getContext(self, request) <NEW_LINE> return self.pt_render(context, source=1...
Gets the source, sometimes with macros expanded.
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def setMcuUserInfos(self, mcuUserInfos): <NEW_LINE> <INDENT> self.mcuUserInfos = mcuUserInfos
:param mcuUserInfos: (Optional) 参与混流人员参数
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def max(self) -> Optional[float]: <NEW_LINE> <INDENT> if self.num_values == 0: <NEW_LINE> <INDENT> return None <NEW_LINE> <DEDENT> return self._max * self.scale_factor
Return the max of added values.
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def __repr__(self): <NEW_LINE> <INDENT> return str(self.fait)
Representation d'un fait sous forme de string
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def update(self): <NEW_LINE> <INDENT> try: <NEW_LINE> <INDENT> apt_cache = apt.cache.Cache() <NEW_LINE> import sys <NEW_LINE> orig_out = sys.stdout <NEW_LINE> sys.stdout = open(self.app.config.get('log.logging', 'file'), encoding='utf-8', mode='a') <NEW_LINE> apt_cache.update(apt.progress.text.AcquireProgress()) <NEW_L...
Similar to `apt-get upgrade`
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def test_api_users(self): <NEW_LINE> <INDENT> resp = self.client.get('/api/v1/users') <NEW_LINE> self.assertEqual(resp.status_code, 200) <NEW_LINE> self.assertEqual(resp.content_type, 'application/json') <NEW_LINE> data = json.loads(resp.data) <NEW_LINE> self.assertEqual(len(data), 2) <NEW_LINE> self.assertDictEqual( d...
Test users listing.
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def run_script(cli_string, shell=False, die=True): <NEW_LINE> <INDENT> encoding = locale.getdefaultlocale()[1] <NEW_LINE> header_returncode = ('[Return Code]') <NEW_LINE> header_stdout = ('[Output]') <NEW_LINE> header_stderr = ('[Error Message]') <NEW_LINE> header_bad_cmd = ('[ERROR: Bad Command]') <NEW_LINE> log_messa...
Run the cli_string UNIX CLI command and record output. Args: cli_string: Command to run on the CLI die: Die if command runs with an error Returns: None
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def is_equitable(self, partition, quotient_matrix=False): <NEW_LINE> <INDENT> from sage.misc.flatten import flatten <NEW_LINE> if sorted(flatten(partition, max_level=1)) != self.vertices(): <NEW_LINE> <INDENT> raise TypeError("Partition (%s) is not valid for this graph: vertices are incorrect."%partition) <NEW_LINE> <D...
Checks whether the given partition is equitable with respect to self. A partition is equitable with respect to a graph if for every pair of cells C1, C2 of the partition, the number of edges from a vertex of C1 to C2 is the same, over all vertices in C1. INPUT: - ``partition`` - a list of lists - ``quotient_matr...
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def bind_namespaces(graph): <NEW_LINE> <INDENT> n_space = {"cex": cex, "dct": dct, "dctype": dctype, "foaf": foaf, "lb": lb, "org": org, "qb": qb, "sdmx-concept": sdmx_concept, "time": time, "sdmx-code": sdmx_code, "": base, "base-obs": base_obs, "base-ind": base_ind, "base-slice": base_slice, "base-data-source": base_...
Binds Landportal uris with their corresponding prefixes
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@click.command() <NEW_LINE> @click.argument('query') <NEW_LINE> @click.option('--output_file', default="/tmp/{0}".format(uuid.uuid4())) <NEW_LINE> def search(query, output_file): <NEW_LINE> <INDENT> if query.count("?") > 0: <NEW_LINE> <INDENT> query = query.split("?")[1] <NEW_LINE> <DEDENT> params = parse_qs(query) <NE...
take query from http://54.158.101.33:8080/bopws/swagger/#!/default/export python lts.py "http://54.158.101.33:8080/bopws/tweets/export?q.time=*&q.geo=%5B-90%2C-180%20TO%2090%2C180%5D&q.text=test&q.user=panchicore" python lts.py "q.time=%5B2013-03-01%20TO%202013-04-01T00%3A00%3A00%5D&q.geo=%5B-90%2C-180%20TO%2090%2C180%...
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def __setstate__(self): <NEW_LINE> <INDENT> pass
For unpickling.
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def normalizeText(self, text, **kw): <NEW_LINE> <INDENT> if text: <NEW_LINE> <INDENT> lines = text.splitlines() <NEW_LINE> if kw.get('stripspaces', 0): <NEW_LINE> <INDENT> lines = [line.rstrip() for line in lines] <NEW_LINE> <DEDENT> if not lines[-1] == u'': <NEW_LINE> <INDENT> lines.append(u'') <NEW_LINE> <DEDENT> tex...
Normalize text Make sure text uses ' ' line endings, and has a trailing newline. Strip whitespace on end of lines if needed. You should normalize any text you enter into a page, for example, when getting new text from the editor, or when setting new text manually. @par...
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def prepare_for_model_step(self, sc, time_step, model_time_datetime): <NEW_LINE> <INDENT> super(CyMover, self).prepare_for_model_step(sc, time_step, model_time_datetime) <NEW_LINE> if self.active: <NEW_LINE> <INDENT> uncertain_spill_count = 0 <NEW_LINE> uncertain_spill_size = np.array((0,), dtype=np.int32) <NEW_LINE> i...
Default implementation of prepare_for_model_step(...) - Sets the mover's active flag if time is within specified timespan (done in base class Mover) - Invokes the cython mover's prepare_for_model_step :param sc: an instance of gnome.spill_container.SpillContainer class :param time_step: time step in seconds :para...
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def as_list(self): <NEW_LINE> <INDENT> params = [] <NEW_LINE> for key, val in self.parameters.items(): <NEW_LINE> <INDENT> params.append({ "ParameterKey": key, "ParameterValue": val }) <NEW_LINE> <DEDENT> return params
Return params list :return:
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def resource_acl_delete(context, data_dict): <NEW_LINE> <INDENT> return resource_acl_create(context, data_dict)
Authorization check for deleting a acl for a resource
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def testEmpty(self): <NEW_LINE> <INDENT> data = '' <NEW_LINE> mockOpener = mockOpen(read_data=data) <NEW_LINE> with patch.object(builtins, 'open', mockOpener): <NEW_LINE> <INDENT> reads = SSFastaReads(data) <NEW_LINE> self.assertEqual([], list(reads))
An empty PDB FASTA file results in an empty iterator.
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def main(): <NEW_LINE> <INDENT> parser = ArgumentParser(description="grep tool wrapper for pre-commit") <NEW_LINE> parser.add_argument( "pattern", type=str, nargs=1, help="The pattern(s) passed to grep. " "You can pass multiple patterns as such: `(pattern1|...|patternN)`" ) <NEW_LINE> parser.add_argument("files", type=...
Simple wrapper to avoid having to conform to UPPER_CASE naming style. It will be called by the `gphook` entry point.
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def get_project_repository(): <NEW_LINE> <INDENT> global _PROJECT_REPOSITORY <NEW_LINE> return _get_repository(_PROJECT_REPOSITORY, ProjectRepo)
Returns a singleton Project repository instance.
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def set_password(self, clear_password): <NEW_LINE> <INDENT> self.password = md5.new(clear_password).digest()
Method to convert password passed as parameter to md5 hash and update the user's password to the hashed string. Keyword arguments: clear_password -- A new password string.
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def materialForFace(face, modl): <NEW_LINE> <INDENT> if not face.has_material: <NEW_LINE> <INDENT> return None <NEW_LINE> <DEDENT> return modl.materials[face.material_index]
Returns material name for the given face and modl
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def _generate_uuid(self): <NEW_LINE> <INDENT> try: <NEW_LINE> <INDENT> self.unique_sequence = 1 if self.unique_sequence > self.sequence_max else self.unique_sequence <NEW_LINE> sequence = self.unique_sequence <NEW_LINE> left = 10 <NEW_LINE> l = [] <NEW_LINE> while sequence > 0: <NEW_LINE> <INDENT> l.append(str(sequence...
生成唯一的协程ID,0_0_0_0_0_,0代表一位数字[0-9],_代表一个字符[a-zA-Z],考虑协程数最多100,000个, 用5位数表示,位与位之间嵌入随即的字符 :return: uuid
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def get(self, key): <NEW_LINE> <INDENT> if key in self.cache_data and key: <NEW_LINE> <INDENT> self.ages[key] = self.counter <NEW_LINE> self.count_used(key) <NEW_LINE> self.counter += 1 <NEW_LINE> return self.cache_data.get(key) <NEW_LINE> <DEDENT> return None
get an item from the cache
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def normalize(): <NEW_LINE> <INDENT> apply( input_filepath = TRANSACTIONS, output_filepath = TRANSACTIONS_SQUARED, func = square ) <NEW_LINE> apply( input_filepath = ADDRESSES, output_filepath = ADDRESSES_GENMETCALFE, func = generalized_metcalfe ) <NEW_LINE> create_stock_to_flow( supply_path = MONTHLY_SUPPLY, output_fi...
Normalize data - needs to be done in a routine basis after fetching data.
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def storeFilesNoZip(pmid, metaData, fulltextData, outDir): <NEW_LINE> <INDENT> fileDir = join(outDir, "files") <NEW_LINE> if not isdir(fileDir): <NEW_LINE> <INDENT> os.makedirs(fileDir) <NEW_LINE> <DEDENT> suppFnames = [] <NEW_LINE> suppUrls = [] <NEW_LINE> for suffix, pageDict in fulltextData.iteritems(): <NEW_LINE> <...
write files from dict (keys like main.html or main.pdf or s1.pdf, value is binary data) to directory <outDir>/files
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def validate(self, data): <NEW_LINE> <INDENT> user = authenticate(email=data['email'], password=data['password']) <NEW_LINE> if not user: <NEW_LINE> <INDENT> raise serializers.ValidationError('Invalid credentials') <NEW_LINE> <DEDENT> if not user.profile.can_access(): <NEW_LINE> <INDENT> raise serializers.ValidationErr...
Check credentials.
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def network(qmatrix): <NEW_LINE> <INDENT> from networkx import Graph <NEW_LINE> graph = Graph() <NEW_LINE> for i in range(qmatrix.nopen): graph.add_node(i, open=True) <NEW_LINE> for j in range(qmatrix.nshut): graph.add_node(i+j, open=False) <NEW_LINE> for i in range(qmatrix.matrix.shape[0]): <NEW_LINE> <INDENT> for j i...
Creates networkx graph object from a :class:`QMatrix` object. Vertices have an "open" attribute to indicate whether they are open or shut. Edges have a "k+" and "k-" attribute containing the transition rates for the node with smaller index to the node with larger index, and vice-versa. :param qmatrix: A :class:`Q...
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def get_soup(url): <NEW_LINE> <INDENT> opener = urllib2.build_opener() <NEW_LINE> request = urllib2.Request(url); <NEW_LINE> request.add_header('User-Agent','Mozilla/6.0 (Windows NT 6.2; WOW64; rv:16.0.1) Gecko/20121011 Firefox/16.0.1'); <NEW_LINE> data = opener.open(request).read(); <NEW_LINE> return BeautifulSoup(dat...
Gets a page from url and returns the beautifulsoup for it
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def get_stellar_components(self): <NEW_LINE> <INDENT> log.info("Getting the stellar components ...") <NEW_LINE> for component_id in self.ski.get_stellar_component_ids(): <NEW_LINE> <INDENT> properties = self.ski.get_stellar_component_properties(component_id) <NEW_LINE> geometries = properties["children"]["geometry"]["c...
This function ... :return:
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def _extract_model(self, name, model, session, autodetect, is_tensorflow=False, verbose=0): <NEW_LINE> <INDENT> code = "" <NEW_LINE> print("extracting model") <NEW_LINE> levels = { 0: logging.WARNING, 1: logging.INFO, 2: logging.DEBUG } <NEW_LINE> if verbose > 2: <NEW_LINE> <INDENT> verbose = 2 <NEW_LINE> <DEDENT> logg...
Extracts source code and any objects required to deploy the model. Parameters ---------- name: string name of your model model: YhatModel an instance of a Yhat model session: globals() your Python's session variables (i.e. "globals()") verbose: int log level
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def version(self, name, instantiate=True): <NEW_LINE> <INDENT> version = (self._version_original if name == 'self' else self._versions.get(name, None)) <NEW_LINE> if not version: <NEW_LINE> <INDENT> raise IndexError('Version with name "%s" does not exists.' % name) <NEW_LINE> <DEDENT> return version.version(self.source...
version get method, for overrite behaviour of version creating to set some attrs in all(any) versions directly (use on your own risk), for example, like that: def version(self, name, instantiate=False): cls, args, kwargs = super(SomeClass, self).version(name, False) kwargs.update({'lazy': True, 'quiet': False,...
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def random_color(_min=MIN_COLOR, _max=MAX_COLOR): <NEW_LINE> <INDENT> return color(random.randint(_min, _max))
Returns a random color between min and max.
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def PT_Date(Time=int(time.time()), Type=0): <NEW_LINE> <INDENT> Date_Str = {}; <NEW_LINE> tm_year, tm_mon, tm_mday, tm_hour, tm_min, tm_sec, tm_wday, tm_yday, tm_isdst = time.localtime() <NEW_LINE> tm_mon = Pad( str(tm_mon), 2, '0', 2 ) <NEW_LINE> tm_mon = Pad( str(tm_mday), 2, '0', 2 ) <NEW_LINE> tm_mon = Pad( str(tm_...
PT_Date - return a date in various formats.
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def get_ue_signal_power(self, ue_id): <NEW_LINE> <INDENT> return self._format_and_parse( apis.UE_SIGNAL_POWER + str(ue_id))
Method to calculate signal power between the UE and AP
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def send_to_file(self, data): <NEW_LINE> <INDENT> return lib.core.common.write_to_log_file( data, lib.core.settings.NMAP_LOG_FILE_PATH, lib.core.settings.NMAP_FILENAME.format(self.ip) )
send all the information to a JSON file for further use
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def encode_lease_pb(self): <NEW_LINE> <INDENT> task_pb = taskqueue_service_pb2.TaskQueueQueryAndOwnTasksResponse().task.add() <NEW_LINE> task_pb.task_name = self.id.encode('utf-8') <NEW_LINE> epoch = datetime.datetime.utcfromtimestamp(0) <NEW_LINE> task_pb.eta_usec = int((self.get_eta() - epoch).total_seconds() * ...
Encode this task as a protocol buffer response. Returns: A TaskQueueQueryAndOwnTasksResponse.Task object.
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def sample(self, features, max_length=30): <NEW_LINE> <INDENT> N = features.shape[0] <NEW_LINE> captions = self._null * np.ones((N, max_length), dtype=np.int32) <NEW_LINE> W_proj, b_proj = self.params['W_proj'], self.params['b_proj'] <NEW_LINE> W_embed = self.params['W_embed'] <NEW_LINE> Wx, Wh, b = self.params['Wx'], ...
Run a test-time forward pass for the model, sampling captions for input feature vectors. At each timestep, we embed the current word, pass it and the previous hidden state to the RNN to get the next hidden state, use the hidden state to get scores for all vocab words, and choose the word with the highest score as the ...
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def test_node_users(self): <NEW_LINE> <INDENT> params = { 'start': 0, 'perPage': 15, 'role_id': 1, 'entId': 'APICeShiQiYe', 'userId': 'ApiTest' } <NEW_LINE> nowlogin = Login().login('admin') <NEW_LINE> sendrequest = nowlogin.get(Login().url + '/service_org/organization/node/users', params=params) <NEW_LINE> outputreque...
获取组织架构用户列表接口 应用访问地址:/organization/manage 平台应用场景:进入组织架构管理列表触发
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def make_cube(files=(file_nh311_dr1, file_nh322_dr1), rms_files=(file_rms_nh311_dr1, file_rms_nh322_dr1)): <NEW_LINE> <INDENT> files = np.atleast_1d([f for f in files]) <NEW_LINE> rms_files = np.atleast_1d([f for f in rms_files]) <NEW_LINE> if files.size > 1: <NEW_LINE> <INDENT> spc_dict = {f: pyspeckit.Cube(f) for f i...
Opens the cube and calculates all the pre-fitting attributes of interest.
625941c5cdde0d52a9e53036
def train_calibration(self, probs, labels): <NEW_LINE> <INDENT> assert(probs.shape[0] >= self._num_calibration) <NEW_LINE> self._k = probs.shape[1] <NEW_LINE> assert self._k == labels.max() - labels.min() + 1 <NEW_LINE> labels_one_hot = torch_utils.get_labels_one_hot(labels, self._k) <NEW_LINE> self._calibrators = [] <...
Train a calibrator given probs and labels. Args: probs: A sequence of dimension (n, k) where n is the number of data points, and k is the number of classes, representing the output probabilities/confidences of the uncalibrated model. labels: A sequence of length n, where n is the number...
625941c523849d37ff7b3094
def generateFolder(folderName): <NEW_LINE> <INDENT> newfolderName = os.path.abspath(folderName) <NEW_LINE> if os.getcwd()!=newfolderName: <NEW_LINE> <INDENT> if os.path.exists(newfolderName): shutil.rmtree(newfolderName, ignore_errors=True) <NEW_LINE> os.makedirs(newfolderName) <NEW_LINE> <DEDENT> return newfolderName
Generate folder to place files and return full path Parameters ---------- folderName : str Folder name to be created Returns ------- [str] Full path of the new created folder
625941c54f88993c3716c06d
def dump_conf(self, config_pathname=None): <NEW_LINE> <INDENT> if not config_pathname: <NEW_LINE> <INDENT> config_pathname = self._get_option("admin.dump_conf").value <NEW_LINE> <DEDENT> opener = functools.partial(open, config_pathname, "w") <NEW_LINE> config_file_type = os.path.splitext(config_pathname)[1][1:] <NEW_LI...
write a config file to the pathname specified in the parameter. The file extention determines the type of file written and must match a registered type. parameters: config_pathname - the full path and filename of the target config file.
625941c5097d151d1a222e5f
def set_duration(self, value): <NEW_LINE> <INDENT> value = value or 0 <NEW_LINE> hours = int(value) <NEW_LINE> minutes = int(60 * (value - hours)) <NEW_LINE> self.duration_hours = hours <NEW_LINE> self.duration_minutes = minutes
Sets (without saving) duration in hours and minutes given a decimal value. e.g., a decimal value of 10.3 equals 10 hours and 18 minutes.
625941c58e05c05ec3eea378
def updateActions(self): <NEW_LINE> <INDENT> doc = self._doc() <NEW_LINE> if doc: <NEW_LINE> <INDENT> import engrave <NEW_LINE> engraver = engrave.Engraver.instance(self.mainwindow()) <NEW_LINE> self.doc_toggle_sticky.setChecked(doc is engraver.stickyDocument())
Called just before show.
625941c50a50d4780f666e96
def getPixelValue(x, y): <NEW_LINE> <INDENT> color_buffer = pyglet.image.get_buffer_manager().get_color_buffer() <NEW_LINE> pix = color_buffer.get_region(x,y,1,1).get_image_data().get_data("RGBA", 4) <NEW_LINE> return pix[0], pix[1], pix[2], pix[3]
Return the RGBA 0-255 color value of the pixel at the x,y position.
625941c515baa723493c3f79
def get_tag_num(self): <NEW_LINE> <INDENT> sql = "select distinct tag as num from tag" <NEW_LINE> self.cursor.execute(sql) <NEW_LINE> result = self.cursor.fetchall() <NEW_LINE> return len(result)
获取标签数量 Returns: [type] -- [description]
625941c5442bda511e8be41f
def GetInstances(self, instanceFilter, autoHandleToken=None): <NEW_LINE> <INDENT> return self.call("GetInstances", {"instanceFilter": instanceFilter}, autoHandleToken=autoHandleToken)
Get list of instances. :param instanceFilter: Instance filter string. :type instanceFilter: str :param autoHandleToken: If set to True, the caller does not need to handle tokens of long running tasks, but instead has to wait for the result. :type autoHandleToken: bool
625941c5435de62698dfdc51
def get(path): <NEW_LINE> <INDENT> def decorator(func): <NEW_LINE> <INDENT> @functools.wraps(func) <NEW_LINE> def wrapper(*args,**kw): <NEW_LINE> <INDENT> return func(*args,**kw) <NEW_LINE> <DEDENT> wrapper.__method__ = 'GET' <NEW_LINE> wrapper.__route__ = path <NEW_LINE> return wrapper <NEW_LINE> <DEDENT> return decor...
define decorator @get('/path') :param path: url :return:decorator
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def testDisplayBytes_007(self): <NEW_LINE> <INDENT> bytes = 72372224 <NEW_LINE> result = displayBytes(bytes) <NEW_LINE> self.assertEqual("69.02 MB", result) <NEW_LINE> result = displayBytes(bytes, 3) <NEW_LINE> self.assertEqual("69.020 MB", result)
Test display for a positive value >= 1MB
625941c5cad5886f8bd26fde
def __contextMenuMoveFirst(self): <NEW_LINE> <INDENT> self.moveTab(self.contextMenuIndex, 0)
Private method to move a tab to the first position.
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def get(self,l,r): <NEW_LINE> <INDENT> l += self.size <NEW_LINE> r += self.size <NEW_LINE> res = self.sta <NEW_LINE> while l < r: <NEW_LINE> <INDENT> if l & 1: <NEW_LINE> <INDENT> res =self.tree[l]^res <NEW_LINE> l += 1 <NEW_LINE> <DEDENT> if r & 1: <NEW_LINE> <INDENT> res = self.tree[r-1]^res <NEW_LINE> <DEDENT> l >>=...
take the value of [l r) with func (min or max)
625941c5d164cc6175782d52
def get_latest_lp_addresses(data_directory: Path) -> List[ChecksumEthAddress]: <NEW_LINE> <INDENT> root_dir = Path(__file__).resolve().parent.parent.parent.parent.parent <NEW_LINE> our_downloaded_meta = data_directory / 'assets' / 'uniswapv2_lp_tokens.meta' <NEW_LINE> our_builtin_meta = root_dir / 'data' / 'uniswapv2_l...
Gets the latest lp addresses either locally or from the remote Checks the remote (github) and if there is a newer file there it pulls it, saves it and its md5 hash locally and returns the new lp addresses. If there is no new file (same hash) or if there is any problem contacting the remote then the builtin lp assets ...
625941c5e76e3b2f99f3a812
def run(args): <NEW_LINE> <INDENT> if args.version: <NEW_LINE> <INDENT> print(version.version(short=True)) <NEW_LINE> print() <NEW_LINE> print() <NEW_LINE> print(qutebrowser.__copyright__) <NEW_LINE> print() <NEW_LINE> print(version.GPL_BOILERPLATE.strip()) <NEW_LINE> sys.exit(usertypes.Exit.ok) <NEW_LINE> <DEDENT> if ...
Initialize everthing and run the application.
625941c5b5575c28eb68e004
def relative_max_euclidean_dist_frame(self, c1, c2): <NEW_LINE> <INDENT> return np.clip(np.ndarray.max(self.euclidean_dist(c1, c2), axis=1) / self.face_dimension(c1) * 100, 0, 100)
find the maximum euclidean distance per frames
625941c5e76e3b2f99f3a813
def hospital_admin_create_user_success(request): <NEW_LINE> <INDENT> username = request.user.username <NEW_LINE> if request.method == "POST": <NEW_LINE> <INDENT> return redirect('/healthnet/hospital_admin_index') <NEW_LINE> <DEDENT> return render(request, 'healthnet/hospital_admin_create_user_success.html', {'username'...
Displays a page stating that the creation of the user was successful Author: Nick Deyette
625941c585dfad0860c3ae5f
def ErrorRaw(self, rawText, *args): <NEW_LINE> <INDENT> self.errorRaised = True <NEW_LINE> if ((self.maxOutputLevel >= LEVEL.ERROR) and (self.outputSink == SINK.CONSOLE or self.outputSink == SINK.BOTH)): <NEW_LINE> <INDENT> for level in range(self.errorRawContextLevel): <NEW_LINE> <INDENT> print("**ErrorRaw** - Context...
Output error information without translation if the sink is CONSOLE.
625941c54d74a7450ccd41c8
def __init__(self, s, start, stop): <NEW_LINE> <INDENT> self.__s = s <NEW_LINE> self.__start = start <NEW_LINE> self.__stop = stop <NEW_LINE> if s.seekable(): <NEW_LINE> <INDENT> s.seek(start) <NEW_LINE> <DEDENT> else: <NEW_LINE> <INDENT> cnt = 0 <NEW_LINE> while(cnt < start): <NEW_LINE> <INDENT> s.read(1) <NEW_LINE> c...
Parameters ---------- s : Stream the underlying stream start : int start position (0-based) stop : int end posistion (excluded)
625941c5293b9510aa2c329c
def value(self, index): <NEW_LINE> <INDENT> return self.client.send_si(self.handle, "value("+b2str(index)+")")
Returns element i of this vector.
625941c567a9b606de4a7ebf
def to_dictionary(self): <NEW_LINE> <INDENT> my_dict = {} <NEW_LINE> for attr in ["id", "size", "x", "y"]: <NEW_LINE> <INDENT> my_dict.update({attr: getattr(self, attr)}) <NEW_LINE> <DEDENT> return my_dict
returns the Square's dictionary representation alternatives: vars(self) self.__dict__ Returns: dict: dictionary representation of a Square
625941c563f4b57ef0001122
def scan( self, package: Package, level: str ) -> Optional[List[Issue]]: <NEW_LINE> <INDENT> if "c_src" not in package.keys() or not package["c_src"]: <NEW_LINE> <INDENT> return [] <NEW_LINE> <DEDENT> if self.plugin_context is None: <NEW_LINE> <INDENT> return None <NEW_LINE> <DEDENT> cccc_bin = "cccc" <NEW_LINE> if sel...
Run tool and gather output.
625941c52ae34c7f2600d136
def GetPointer(self): <NEW_LINE> <INDENT> return _itkMaskImageFilterPython.itkMaskImageFilterIVF22IUL2IVF22_GetPointer(self)
GetPointer(self) -> itkMaskImageFilterIVF22IUL2IVF22
625941c5d10714528d5ffce6
def replace_from_dict(self, text, word_dict): <NEW_LINE> <INDENT> constants = self.application.get("constants") <NEW_LINE> for key in constants: <NEW_LINE> <INDENT> if isinstance(constants[key], int): <NEW_LINE> <INDENT> text = text.replace("{__" + key + "}", str(constants[key])) <NEW_LINE> <DEDENT> elif isinstance(con...
Remplace par leur valeur les mots entre accolades {mot} trouvés dans le dictionnaire Ajout de la recherche des constante {__constant}
625941c5ac7a0e7691ed40d4
def dpdtheta2(self, theta2): <NEW_LINE> <INDENT> theta2 = np.asarray(theta2, 'f') <NEW_LINE> total = np.zeros_like(theta2) <NEW_LINE> for ii in range(1, self.n_gauss() + 1): <NEW_LINE> <INDENT> A = self.pars['A_%d' % ii] <NEW_LINE> sigma = self.pars['sigma_%d' % ii] <NEW_LINE> total += A * exp(-theta2 / (2 * sigma ** 2...
dp / dtheta2 at position theta2 = theta ^ 2.
625941c5e1aae11d1e749cbb
def __init__(self, args): <NEW_LINE> <INDENT> self.args = args.args <NEW_LINE> self.varargs = args.vararg <NEW_LINE> self.kwarg = args.kwarg <NEW_LINE> self.kwonlyargs = args.kwonlyargs <NEW_LINE> self.defaults = args.defaults <NEW_LINE> self.kw_defaults = args.kw_defaults <NEW_LINE> self.arguments = list() <NEW_LINE> ...
Create an Argument container class. Args: args(list(ast.args): The arguments in a function AST node.
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@Timer(name="part 2") <NEW_LINE> def part_two(): <NEW_LINE> <INDENT> memory = read_input("02_input.txt") <NEW_LINE> for n in range(0, 100): <NEW_LINE> <INDENT> for v in range(0, 100): <NEW_LINE> <INDENT> res = noun_verb(n, v) <NEW_LINE> if res == 19690720: <NEW_LINE> <INDENT> return 100 * n + v
Brute force solution
625941c5596a897236089ac7
def destroy_fftsetup(): <NEW_LINE> <INDENT> with lock: <NEW_LINE> <INDENT> FFTSETUP_DATA.clear() <NEW_LINE> fftsetup.destroy() <NEW_LINE> fftsetupD.destroy()
Destroys all (double and single precision) setups.
625941c566673b3332b92096
def test_similar_users(self): <NEW_LINE> <INDENT> post_result = self.register_one_user() <NEW_LINE> self.assertEqual(post_result.status_code, 201) <NEW_LINE> second_similar_post = self.register_one_user() <NEW_LINE> result = json.loads(second_similar_post.data.decode()) <NEW_LINE> self.assertEqual(result['message'], 'T...
A method to test no registration when the user had been registered before
625941c521bff66bcd684959
def concatenateParts(output, *args): <NEW_LINE> <INDENT> to_delete = [] <NEW_LINE> try: <NEW_LINE> <INDENT> if output.endswith(".bcf"): <NEW_LINE> <INDENT> outputformat = "b" <NEW_LINE> outputext = ".bcf" <NEW_LINE> <DEDENT> else: <NEW_LINE> <INDENT> outputformat = "z" <NEW_LINE> outputext = ".vcf.gz" <NEW_LINE> <DEDEN...
Concatenate BCF files Trickier than it sounds because when there are many files we might run into various limits like the number of open files, or the length of a command line. This function will bcftools concat in a tree-like fashion to avoid this.
625941c55fdd1c0f98dc0238
def __init__(self, size, maze_type, algorithm, auto_generation=True): <NEW_LINE> <INDENT> self.size = size <NEW_LINE> self.maze_type = maze_type <NEW_LINE> self.type_value = getattr(self.Type, maze_type) <NEW_LINE> self.position = None <NEW_LINE> self.cell_size = None <NEW_LINE> self.graph_cell_size = None <NEW_LINE> s...
:param size: :param maze_type: :param algorithm: :param auto_generation: if False, then reading from file
625941c50383005118ecf5e9
def set_ylim(self, bottom=None, top=None, emit=True, auto=False, **kw): <NEW_LINE> <INDENT> if 'ymin' in kw: <NEW_LINE> <INDENT> bottom = kw.pop('ymin') <NEW_LINE> <DEDENT> if 'ymax' in kw: <NEW_LINE> <INDENT> top = kw.pop('ymax') <NEW_LINE> <DEDENT> if kw: <NEW_LINE> <INDENT> raise ValueError("unrecognized kwargs: %s"...
Set the data limits for the y-axis .. ACCEPTS: (bottom: float, top: float) Parameters ---------- bottom : scalar, optional The bottom ylim (default: None, which leaves the bottom limit unchanged). top : scalar, optional The top ylim (default: None, which leaves the top limit unchanged). emit : bool,...
625941c5adb09d7d5db6c795
def constructFileContent(self): <NEW_LINE> <INDENT> all_data = "" <NEW_LINE> magic_bytes = "f9beb4d9" <NEW_LINE> dataCount = len(self.data) <NEW_LINE> for id_data in self.data: <NEW_LINE> <INDENT> all_data += id_data.inFileContent <NEW_LINE> <DEDENT> self.content = magic_bytes + str(dataCount) + self.block_header + '|'...
What is written inside the blk*.dat files
625941c566656f66f7cbc1af
def test_staff_inputs_expressions_legacy(self): <NEW_LINE> <INDENT> problem = self.build_problem(answer="1+1j", tolerance=1e-3) <NEW_LINE> self.assert_grade(problem, '1+j', 'correct')
Test that staff may enter in a complex number as the answer.
625941c557b8e32f5248349f
def test_merge2_sql_semantics_outerjoin_single(): <NEW_LINE> <INDENT> foo, bar = TestDataset.sql_semantics2() <NEW_LINE> result = rt.merge2( foo, bar, on=('col1', 'col1'), how='outer', suffixes=('_foo', '_bar'), indicator=True, ) <NEW_LINE> assert result.get_nrows() == 19 <NEW_LINE> inv = rt.int32.inv <NEW_LINE> assert...
Test that merge2 matches the following SQL query: select f.id as foo_id, f.col1 as foo_col1, f.col2 as foo_col2, f.team_name as foo_teamname, b.id as bar_id, b.col1 as bar_col1, b.col2 as bar_col2, b.strcol as bar_strcol from sql_semantics.foo as f full outer join sql_semantics....
625941c50c0af96317bb81ed
def apply_modifier(self, modifier: POWModifier): <NEW_LINE> <INDENT> self._modifiers.append(modifier)
Применяет данный модификатор к юниту. :param modifier: Применяемый модификатор POW.
625941c597e22403b379cf9e
def user(name, password, **kwargs): <NEW_LINE> <INDENT> if not user_exists(name, **kwargs): <NEW_LINE> <INDENT> create_user(name, password, **kwargs)
Require a MySQL user
625941c5d18da76e235324da
def test_not_authenticated_get(self): <NEW_LINE> <INDENT> response = self.client.get('/sale-management/') <NEW_LINE> self.assertRedirects(response, '/login/?redirect_to=/sale-management/', status_code=302, target_status_code=200, fetch_redirect_response=True)
ログインせず、ログインページ以外のページにアクセスした場合、ログインページへリダイレクトすることを検証
625941c51f037a2d8b946203
def has_permission(self): <NEW_LINE> <INDENT> return True
Checks if this module may be loaded. This is not automatically respected by render() or to_dict(). You need to check this yourself!
625941c5f7d966606f6aa008
def test_year_year_zero_datetime_parse(self): <NEW_LINE> <INDENT> obj = awstats_reader.awstats_datetime('0') <NEW_LINE> self.assertEqual(obj,datetime.datetime(1,1,1))
Ensure the Awstats 'year zero' is parsed correctly
625941c5091ae35668666f66
def __init__(self, **op_init_kwargs: Any): <NEW_LINE> <INDENT> self._op_init_kwargs = op_init_kwargs <NEW_LINE> self._ops = []
Create a new, empty pipeline. Args: **op_init_kwargs: Keyword arguments passed to ``opfunc`` in :meth:`add`.
625941c52ae34c7f2600d137
def deserialize(self, str): <NEW_LINE> <INDENT> try: <NEW_LINE> <INDENT> end = 0 <NEW_LINE> start = end <NEW_LINE> end += 4 <NEW_LINE> (length,) = _struct_I.unpack(str[start:end]) <NEW_LINE> start = end <NEW_LINE> end += length <NEW_LINE> if python3: <NEW_LINE> <INDENT> self.state = str[start:end].decode('utf-8') <NEW_...
unpack serialized message in str into this message instance :param str: byte array of serialized message, ``str``
625941c50a366e3fb873e81e
def weight(self, measurement, particle): <NEW_LINE> <INDENT> gauss = pr.Gaussian(m = measurement, v = self.cov) <NEW_LINE> f = gauss.pdf_mat() <NEW_LINE> w = f(particle) <NEW_LINE> return w[0]
measurement - 2D column numpy.matrix particle - Pose2D
625941c523e79379d52ee56b
def is_positive(self): <NEW_LINE> <INDENT> return (self._num > 0)
------------------------------------------------------- Is self greater than 0? ------------------------------------------------------- Postconditions: returns - True if the fraction corresponding to self is > 0, False otherwise. Note: This method is provided for convenience as it requires less overhea...
625941c5293b9510aa2c329d