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meta_information
dict
q9300
Network.getWord
train
def getWord(self, pattern, returnDiff = 0): """ Returns the word associated with pattern. Example: net.getWord([0, 0, 0, 1]) => "tom" This method now returns the closest pattern based on distance. """ minDist = 10000 closest = None for w in self.patterns...
python
{ "resource": "" }
q9301
Network.addPattern
train
def addPattern(self, word, vector): """ Adds a pattern with key word. Example: net.addPattern("tom", [0, 0, 0, 1]) """ if word in self.patterns:
python
{ "resource": "" }
q9302
Network.compare
train
def compare(self, v1, v2): """ Compares two values. Returns 1 if all values are withing self.tolerance of each other. """ try: if len(v1) != len(v2): return 0 for x, y in zip(v1, v2): if abs( x - y ) > self.tolerance: re...
python
{ "resource": "" }
q9303
Network.shareWeights
train
def shareWeights(self, network, listOfLayerNamePairs = None): """ Share weights with another network. Connection is broken after a randomize or change of size. Layers must have the same names and sizes for shared connections in both networks. Example: net.shareWeights(otherNet, ...
python
{ "resource": "" }
q9304
BackpropNetwork.propagate
train
def propagate(self, *arg, **kw): """ Propagates activation through the network.""" output = Network.propagate(self, *arg, **kw) if self.interactive: self.updateGraphics() # IMPORTANT: convert results from numpy.floats to conventional floats if type(output) == dict: ...
python
{ "resource": "" }
q9305
BackpropNetwork.loadWeightsFromFile
train
def loadWeightsFromFile(self, filename, mode='pickle'): """ Deprecated. Use loadWeights instead. """
python
{ "resource": "" }
q9306
SRN.setSequenceType
train
def setSequenceType(self, value): """ You must set this! """ if value == "ordered-continuous": self.orderedInputs = 1 self.initContext = 0 elif value == "random-segmented": self.orderedInputs = 0 self.initCon...
python
{ "resource": "" }
q9307
SRN.addThreeLayers
train
def addThreeLayers(self, inc, hidc, outc): """ Creates a three level network with a context layer. """ self.addLayer('input', inc) self.addContextLayer('context', hidc, 'hidden') self.addLayer('hidden', hidc)
python
{ "resource": "" }
q9308
SRN.addContext
train
def addContext(self, layer, hiddenLayerName = 'hidden', verbosity = 0): """ Adds a context layer. Necessary to keep self.contextLayers dictionary up to date. """ # better not add context layer first if using sweep() without mapInput SRN.add(self, layer, verbosity) if hid...
python
{ "resource": "" }
q9309
SRN.copyHiddenToContext
train
def copyHiddenToContext(self): """ Uses key to identify the hidden layer associated with each layer in the self.contextLayers dictionary. """ for item in list(self.contextLayers.items()): if self.verbosity > 2: print('Hidden layer: ', self.getLayer(item[0]).activatio...
python
{ "resource": "" }
q9310
Tokenizer.parse
train
def parse(self, line): """Tokenize a line of Fortran source.""" tokens = [] self.idx = -1 # Bogus value to ensure idx = 0 after first iteration self.characters = iter(line) self.update_chars() while self.char != '\n': # Update namelist group status ...
python
{ "resource": "" }
q9311
Tokenizer.parse_name
train
def parse_name(self, line): """Tokenize a Fortran name, such as a variable or subroutine.""" end = self.idx for char in line[self.idx:]: if not char.isalnum() and char not in '\'"_':
python
{ "resource": "" }
q9312
Tokenizer.parse_string
train
def parse_string(self): """Tokenize a Fortran string.""" word = '' if self.prior_delim: delim = self.prior_delim self.prior_delim = None else: delim = self.char word += self.char self.update_chars() while True: ...
python
{ "resource": "" }
q9313
Tokenizer.parse_numeric
train
def parse_numeric(self): """Tokenize a Fortran numerical value.""" word = '' frac = False if self.char == '-': word += self.char self.update_chars() while self.char.isdigit() or (self.char == '.' and not frac): # Only allow one decimal point ...
python
{ "resource": "" }
q9314
Tokenizer.update_chars
train
def update_chars(self): """Update the current charters in the tokenizer.""" # NOTE: We spoof
python
{ "resource": "" }
q9315
pycomplex
train
def pycomplex(v_str): """Convert string repr of Fortran complex to Python complex.""" assert isinstance(v_str, str) if v_str[0] == '(' and v_str[-1] == ')' and len(v_str.split(',')) == 2: v_re, v_im = v_str[1:-1].split(',', 1) # NOTE: Failed float(str) will raise ValueError
python
{ "resource": "" }
q9316
pybool
train
def pybool(v_str, strict_logical=True): """Convert string repr of Fortran logical to Python logical.""" assert isinstance(v_str, str) assert isinstance(strict_logical, bool) if strict_logical: v_bool = v_str.lower() else: try: if v_str.startswith('.'): v_...
python
{ "resource": "" }
q9317
pystr
train
def pystr(v_str): """Convert string repr of Fortran string to Python string.""" assert isinstance(v_str, str) if v_str[0] in ("'", '"') and v_str[0] == v_str[-1]: quote = v_str[0] out = v_str[1:-1] else: # NOTE: This is non-standard Fortran.
python
{ "resource": "" }
q9318
pad_array
train
def pad_array(v, idx): """Expand lists in multidimensional arrays to pad unset values.""" i_v, i_s = idx[0] if len(idx) > 1: # Append missing subarrays v.extend([[] for _ in range(len(v), i_v - i_s + 1)]) # Pad elements
python
{ "resource": "" }
q9319
merge_values
train
def merge_values(src, new): """Merge two lists or dicts into a single element.""" if isinstance(src, dict) and isinstance(new, dict): return merge_dicts(src, new) else: if not isinstance(src, list):
python
{ "resource": "" }
q9320
merge_lists
train
def merge_lists(src, new): """Update a value list with a list of new or updated values.""" l_min, l_max = (src, new) if len(src) < len(new) else (new, src) l_min.extend(None for i in range(len(l_min), len(l_max))) for i, val in enumerate(new): if isinstance(val, dict) and isinstance(src[i], di...
python
{ "resource": "" }
q9321
merge_dicts
train
def merge_dicts(src, patch): """Merge contents of dict `patch` into `src`.""" for key in patch: if key in src: if isinstance(src[key], dict) and isinstance(patch[key], dict): merge_dicts(src[key], patch[key]) else:
python
{ "resource": "" }
q9322
delist
train
def delist(values): """Reduce lists of zero or one elements to individual values.""" assert isinstance(values, list) if not values:
python
{ "resource": "" }
q9323
count_values
train
def count_values(tokens): """Identify the number of values ahead of the current token.""" ntoks = 0 for tok in tokens: if tok in ('=', '/', '$', '&'): if ntoks > 0 and tok == '=':
python
{ "resource": "" }
q9324
Parser.comment_tokens
train
def comment_tokens(self, value): """Validate and set the comment token string.""" if not isinstance(value, str):
python
{ "resource": "" }
q9325
Parser.default_start_index
train
def default_start_index(self, value): """Validate and set the default start index.""" if not isinstance(value, int): raise TypeError('default_start_index attribute must be
python
{ "resource": "" }
q9326
Parser.sparse_arrays
train
def sparse_arrays(self, value): """Validate and enable spare arrays.""" if not isinstance(value,
python
{ "resource": "" }
q9327
Parser.global_start_index
train
def global_start_index(self, value): """Set the global start index.""" if not isinstance(value, int) and value is not None: raise
python
{ "resource": "" }
q9328
Parser.row_major
train
def row_major(self, value): """Validate and set row-major format for multidimensional arrays.""" if value is not None: if not isinstance(value, bool): raise TypeError(
python
{ "resource": "" }
q9329
Parser.strict_logical
train
def strict_logical(self, value): """Validate and set the strict logical flag.""" if value is not None: if not isinstance(value, bool): raise TypeError(
python
{ "resource": "" }
q9330
Parser.read
train
def read(self, nml_fname, nml_patch_in=None, patch_fname=None): """Parse a Fortran namelist file and store the contents. >>> parser = f90nml.Parser() >>> data_nml = parser.read('data.nml') """ # For switching based on files versus paths nml_is_path = not hasattr(nml_fnam...
python
{ "resource": "" }
q9331
Parser._readstream
train
def _readstream(self, nml_file, nml_patch_in=None): """Parse an input stream containing a Fortran namelist.""" nml_patch = nml_patch_in if nml_patch_in is not None else Namelist() tokenizer = Tokenizer() f90lex = [] for line in nml_file: toks = tokenizer.parse(line) ...
python
{ "resource": "" }
q9332
Parser._parse_indices
train
def _parse_indices(self): """Parse a sequence of Fortran vector indices as a list of tuples.""" v_name = self.prior_token v_indices = []
python
{ "resource": "" }
q9333
Parser._parse_index
train
def _parse_index(self, v_name): """Parse Fortran vector indices into a tuple of Python indices.""" i_start = i_end = i_stride = None # Start index self._update_tokens() try: i_start = int(self.token) self._update_tokens() except ValueError: ...
python
{ "resource": "" }
q9334
Parser._parse_value
train
def _parse_value(self, write_token=True, override=None): """Convert string repr of Fortran type to equivalent Python type.""" v_str = self.prior_token # Construct the complex string if v_str == '(': v_re = self.token self._update_tokens(write_token) ...
python
{ "resource": "" }
q9335
Parser._update_tokens
train
def _update_tokens(self, write_token=True, override=None, patch_skip=False): """Update tokens to the next available values.""" next_token = next(self.tokens) patch_value = '' patch_tokens = '' if self.pfile and write_token: token = override if...
python
{ "resource": "" }
q9336
Parser._append_value
train
def _append_value(self, v_values, next_value, v_idx=None, n_vals=1): """Update a list of parsed values with a new value.""" for _ in range(n_vals): if v_idx: try: v_i = next(v_idx) except StopIteration: # Repeating comma...
python
{ "resource": "" }
q9337
display_pil_image
train
def display_pil_image(im): """Displayhook function for PIL Images, rendered as PNG.""" from IPython.core import display b = BytesIO() im.save(b, format='png') data = b.getvalue()
python
{ "resource": "" }
q9338
AppNexusClient._prepare_uri
train
def _prepare_uri(self, service_name, **parameters): """Prepare the URI for a request :param service_name: The target service :type service_name: str :param kwargs: query parameters :return: The uri of the request """ query_parameters = [] for key, value i...
python
{ "resource": "" }
q9339
AppNexusClient._handle_rate_exceeded
train
def _handle_rate_exceeded(self, response): # pragma: no cover """Handles rate exceeded errors"""
python
{ "resource": "" }
q9340
AppNexusClient.update_token
train
def update_token(self): """Request a new token and store it for future use""" logger.info('updating token') if None in self.credentials.values(): raise RuntimeError("You must provide an username and a password") credentials = dict(auth=self.credentials) url = self.tes...
python
{ "resource": "" }
q9341
AppNexusClient.check_errors
train
def check_errors(self, response, data): """Check for errors and raise an appropriate error if needed""" if "error_id" in data: error_id = data["error_id"] if error_id in self.error_ids: raise self.error_ids[error_id](response) if "error_code" in data: ...
python
{ "resource": "" }
q9342
AppNexusClient.get
train
def get(self, service_name, **kwargs): """Retrieve data from AppNexus API"""
python
{ "resource": "" }
q9343
AppNexusClient.modify
train
def modify(self, service_name, json, **kwargs): """Modify an AppNexus object"""
python
{ "resource": "" }
q9344
AppNexusClient.create
train
def create(self, service_name, json, **kwargs): """Create a new AppNexus object"""
python
{ "resource": "" }
q9345
AppNexusClient.delete
train
def delete(self, service_name, *ids, **kwargs): """Delete an AppNexus object"""
python
{ "resource": "" }
q9346
GraphWin.plot
train
def plot(self, x, y, color="black"): """ Uses coordinant system. """
python
{ "resource": "" }
q9347
GraphWin.plotPixel
train
def plotPixel(self, x, y, color="black"): """ Doesn't use coordinant system. """
python
{ "resource": "" }
q9348
GraphWin.getMouse
train
def getMouse(self): """ Waits for a mouse click. """ # FIXME: this isn't working during an executing cell
python
{ "resource": "" }
q9349
event_html_page_context
train
def event_html_page_context(app, pagename, templatename, context, doctree): """Called when the HTML builder has created a context dictionary to render a template with. Conditionally adding disqus.js to <head /> if the directive is used in a page. :param sphinx.application.Sphinx app: Sphinx application ob...
python
{ "resource": "" }
q9350
DisqusDirective.get_shortname
train
def get_shortname(self): """Validate and returns disqus_shortname config value. :returns: disqus_shortname config value. :rtype: str """ disqus_shortname = self.state.document.settings.env.config.disqus_shortname if not disqus_shortname: raise ExtensionError(...
python
{ "resource": "" }
q9351
DisqusDirective.get_identifier
train
def get_identifier(self): """Validate and returns disqus_identifier option value. :returns: disqus_identifier config value. :rtype: str """ if 'disqus_identifier' in self.options: return self.options['disqus_identifier'] title_nodes = self.state.document.tra...
python
{ "resource": "" }
q9352
DisqusDirective.run
train
def run(self): """Executed by Sphinx. :returns: Single DisqusNode instance with config values passed as arguments. :rtype: list """ disqus_shortname = self.get_shortname()
python
{ "resource": "" }
q9353
attach
train
def attach(func, params): """ Given a function and a namespace of possible parameters, bind any params matching the signature
python
{ "resource": "" }
q9354
init_config
train
def init_config(overrides): """ Install the config dict as pmxbot.config, setting overrides, and return the result. """ pmxbot.config = config
python
{ "resource": "" }
q9355
initialize
train
def initialize(config): "Initialize the bot with a dictionary of config items" config = init_config(config) _setup_logging() _load_library_extensions() if not Handler._registry: raise RuntimeError("No handlers registered") class_ = _load_bot_class() config.setdefault('log_channels', []) config.setdefault('...
python
{ "resource": "" }
q9356
Sentinel.augment_items
train
def augment_items(cls, items, **defaults): """ Iterate over the items, keeping a adding properties as supplied by Sentinel objects encountered. >>> from more_itertools.recipes import consume >>> res = Sentinel.augment_items(['a', 'b', NoLog, 'c'], secret=False) >>> res = tuple(res) >>> consume(map(print,...
python
{ "resource": "" }
q9357
Handler.find_matching
train
def find_matching(cls, message, channel): """ Yield ``cls`` subclasses that match message and channel """ return ( handler for handler in
python
{ "resource": "" }
q9358
Handler._set_implied_name
train
def _set_implied_name(self): "Allow the name of this handler to default to the function name." if getattr(self, 'name', None) is None:
python
{ "resource": "" }
q9359
CommandHandler._set_doc
train
def _set_doc(self, func): """ If no doc was explicitly set, use the function's docstring, trimming
python
{ "resource": "" }
q9360
Bot.allow
train
def allow(self, channel, message): """ Allow plugins to filter content. """ return all(
python
{ "resource": "" }
q9361
Bot._handle_output
train
def _handle_output(self, channel, output): """ Given an initial channel and a sequence of messages or sentinels, output the messages. """ augmented =
python
{ "resource": "" }
q9362
Bot.handle_action
train
def handle_action(self, channel, nick, msg): "Core message parser and dispatcher" messages = () for handler in Handler.find_matching(msg, channel): exception_handler = functools.partial( self._handle_exception, handler=handler, ) rest = handler.process(msg) client = connection = event = None ...
python
{ "resource": "" }
q9363
Bot.handle_scheduled
train
def handle_scheduled(self, target): """ target is a Handler or simple callable """ if not isinstance(target, Handler):
python
{ "resource": "" }
q9364
log_leave
train
def log_leave(event, nick, channel): """ Log a quit or part event. """
python
{ "resource": "" }
q9365
Karma.link
train
def link(self, thing1, thing2): """ Link thing1 and thing2, adding the karma of each into a single entry. If any thing does not exist, it is created. """ thing1 = thing1.strip().lower() thing2 = thing2.strip().lower() if thing1 == thing2:
python
{ "resource": "" }
q9366
SQLiteKarma._get
train
def _get(self, id): "Return keys and value for karma id" VALUE_SQL = "SELECT karmavalue from karma_values where karmaid = ?" KEYS_SQL = "SELECT karmakey
python
{ "resource": "" }
q9367
MongoDBKarma.repair_duplicate_names
train
def repair_duplicate_names(self): """ Prior to 1101.1.1, pmxbot would incorrectly create new karma records for individuals with multiple names. This routine corrects those records. """ for name in self._all_names(): cur = self.db.find({'names': name}) main_doc = next(cur) for duplicate in cur: ...
python
{ "resource": "" }
q9368
google
train
def google(rest): "Look up a phrase on google" API_URL = 'https://www.googleapis.com/customsearch/v1?' try: key = pmxbot.config['Google API key'] except KeyError: return "Configure 'Google API key' in config" # Use a custom search that searches everything normally # http://stackoverflow.com/a/11206266/70170 ...
python
{ "resource": "" }
q9369
annoy
train
def annoy(): "Annoy everyone with meaningless banter" def a1(): yield 'OOOOOOOHHH, WHAT DO YOU DO WITH A DRUNKEN SAILOR' yield 'WHAT DO YOU DO WITH A DRUNKEN SAILOR' yield "WHAT DO YOU DO WITH A DRUNKEN SAILOR, EARLY IN THE MORNIN'?" def a2(): yield "I'M HENRY THE EIGHTH I AM" yield "HENRY THE EIGHTH I AM...
python
{ "resource": "" }
q9370
cheer
train
def cheer(rest): "Cheer for something" if rest: karma.Karma.store.change(rest, 1) return "/me cheers for %s!" %
python
{ "resource": "" }
q9371
golfclap
train
def golfclap(rest): "Clap for something" clapv = random.choice(phrases.clapvl) adv = random.choice(phrases.advl) adj = random.choice(phrases.adjl)
python
{ "resource": "" }
q9372
oregontrail
train
def oregontrail(channel, nick, rest): "It's edutainment!" rest = rest.strip() if rest: who = rest.strip() else: who = random.choice([nick, channel, 'pmxbot'])
python
{ "resource": "" }
q9373
eball
train
def eball(rest): "Ask the magic 8ball a question" try: url = 'https://8ball.delegator.com/magic/JSON/' url += rest result =
python
{ "resource": "" }
q9374
roll
train
def roll(rest, nick): "Roll a die, default = 100." if rest: rest = rest.strip()
python
{ "resource": "" }
q9375
ticker
train
def ticker(rest): "Look up a ticker symbol's current trading value" ticker = rest.upper() # let's use Yahoo's nifty csv facility, and pull last time/price both symbol = 's' last_trade_price = 'l1' last_trade_time = 't1' change_percent = 'p2' format = ''.join((symbol, last_trade_time, last_trade_price, change_pe...
python
{ "resource": "" }
q9376
pick
train
def pick(rest): "Pick between a few options" question = rest.strip() choices = util.splitem(question) if len(choices) == 1: return "I can't pick if you give me only one choice!" else: pick = random.choice(choices)
python
{ "resource": "" }
q9377
lunch
train
def lunch(rest): "Pick where to go to lunch" rs = rest.strip() if not rs: return "Give me an area and I'll pick a place: (%s)" % ( ', '.join(list(pmxbot.config.lunch_choices))) if rs not in pmxbot.config.lunch_choices: return "I didn't recognize that area; here's what i have:
python
{ "resource": "" }
q9378
insult
train
def insult(rest): "Generate a random insult from datahamster" # not supplying any style will automatically redirect to a random url = 'http://autoinsult.datahamster.com/' ins_type = random.randrange(4) ins_url = url + "?style={ins_type}".format(**locals()) insre = re.compile('<div class="insult" id="insult">(.*?)...
python
{ "resource": "" }
q9379
bitchingisuseless
train
def bitchingisuseless(channel, rest): "It really is, ya know..." rest = rest.strip() if rest: karma.Karma.store.change(rest, -1) else: karma.Karma.store.change(channel, -1)
python
{ "resource": "" }
q9380
curse
train
def curse(rest): "Curse the day!" if rest: cursee = rest else:
python
{ "resource": "" }
q9381
bless
train
def bless(rest): "Bless the day!" if rest: blesse = rest else:
python
{ "resource": "" }
q9382
blame
train
def blame(channel, rest, nick): "Pass the buck!" if rest: blamee = rest else: blamee = channel karma.Karma.store.change(nick, -1) if random.randint(1, 10) == 1: yield "/me jumps atop the chair and
python
{ "resource": "" }
q9383
calc
train
def calc(rest): "Perform a basic calculation" mo = calc_exp.match(rest) if mo: try: return str(eval(rest)) except Exception:
python
{ "resource": "" }
q9384
define
train
def define(rest): "Define a word" word = rest.strip() res = util.lookup(word) fmt = ( '{lookup.provider} says: {res}' if res else "{lookup.provider} does
python
{ "resource": "" }
q9385
urbandict
train
def urbandict(rest): "Define a word with Urban Dictionary" word = rest.strip() definition = util.urban_lookup(word) if not definition: return "Arg!
python
{ "resource": "" }
q9386
acit
train
def acit(rest): "Look up an acronym" word = rest.strip() res = util.lookup_acronym(word) if res is None: return "Arg!
python
{ "resource": "" }
q9387
version
train
def version(rest): "Get the version of pmxbot or one of its plugins" pkg = rest.strip() or 'pmxbot' if pkg.lower() == 'python':
python
{ "resource": "" }
q9388
timezone
train
def timezone(rest): """Convert date between timezones. Example: > !tz 11:00am UTC in PDT 11:00 UTC -> 4:00 PDT UTC is implicit > !tz 11:00am in PDT 11:00 UTC -> 4:00 PDT > !tz 11:00am PDT 11:00 PDT -> 18:00 UTC """ if ' in ' in rest:
python
{ "resource": "" }
q9389
SelectableStorage.finalize
train
def finalize(cls): "Delete the various persistence objects" for finalizer in cls._finalizers: try:
python
{ "resource": "" }
q9390
pmon
train
def pmon(month): """ P the month >>> print(pmon('2012-08')) August, 2012 """ year, month = month.split('-')
python
{ "resource": "" }
q9391
pday
train
def pday(dayfmt): """ P the day >>> print(pday('2012-08-24')) Friday the 24th """ year, month, day = map(int,
python
{ "resource": "" }
q9392
patch_compat
train
def patch_compat(config): """ Support older config values. """ if 'web_host' in config: config['host'] = config.pop('web_host') if
python
{ "resource": "" }
q9393
ChannelPage.date_key
train
def date_key(cls, month_string): """ Return a key suitable for sorting by month. >>> k1 = ChannelPage.date_key('September, 2012') >>> k2 = ChannelPage.date_key('August, 2013') >>> k2 > k1 True
python
{ "resource": "" }
q9394
LegacyPage.forward
train
def forward(self, channel, date_s, fragment): """ Given an HREF in the legacy timezone, redirect to an href for UTC. """ time_s, sep, nick = fragment.rpartition('.') time = datetime.datetime.strptime(time_s, '%H.%M.%S') date = datetime.datetime.strptime(date_s, '%Y-%m-%d') dt = datetime.datetime.combine(d...
python
{ "resource": "" }
q9395
logs
train
def logs(channel): "Where can one find the logs?" default_url = 'http://' + socket.getfqdn() base = pmxbot.config.get('logs URL', default_url) logged_channel = channel in pmxbot.config.log_channels
python
{ "resource": "" }
q9396
log
train
def log(channel, rest): """ Enable or disable logging for a channel; use 'please' to start logging and 'stop please' to stop. """ words = [s.lower() for s in rest.split()] if 'please' not in words: return include = 'stop' not in rest existing = set(pmxbot.config.log_channels)
python
{ "resource": "" }
q9397
MongoDBLogger._add_recent
train
def _add_recent(self, doc, logged_id): "Keep a tab on the most recent message for each channel" spec = dict(channel=doc['channel']) doc['ref'] =
python
{ "resource": "" }
q9398
FullTextMongoDBLogger._has_fulltext
train
def _has_fulltext(cls, uri): """ Enable full text search on the messages if possible and return True. If the full text search cannot be enabled, then return False. """ coll
python
{ "resource": "" }
q9399
Bot._find_user_channel
train
def _find_user_channel(self, username): """ Use slacker to resolve the username to an opened IM channel """ user_id = self.slacker.users.get_user_id(username) im = user_id and
python
{ "resource": "" }