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pysathq/pysat
examples/lsu.py
https://github.com/pysathq/pysat/blob/522742e8f2d4c6ac50ecd9087f7a346206774c67/examples/lsu.py#L358-L368
def parse_formula(fml_file): """ Parse and return MaxSAT formula. """ if re.search('\.wcnf(\.(gz|bz2|lzma|xz))?$', fml_file): fml = WCNF(from_file=fml_file) else: # expecting '*.cnf' fml = CNF(from_file=fml_file).weighted() return fml
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python
train
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angr/angr
angr/simos/javavm.py
https://github.com/angr/angr/blob/4e2f97d56af5419ee73bdb30482c8dd8ff5f3e40/angr/simos/javavm.py#L265-L297
def get_default_value_by_type(type_, state=None): """ Java specify defaults values for primitive and reference types. This method returns the default value for a given type. :param str type_: Name of type. :return: Default value for this type. """ if...
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python
train
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gwpy/gwpy
gwpy/table/io/hacr.py
https://github.com/gwpy/gwpy/blob/7a92b917e7dd2d99b15895293a1fa1d66cdb210a/gwpy/table/io/hacr.py#L75-L88
def get_hacr_channels(db=None, gps=None, connection=None, **conectkwargs): """Return the names of all channels present in the given HACR database """ # connect if needed if connection is None: if gps is None: gps = from_gps('now') if db is None: ...
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Return the names of all channels present in the given HACR database
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python
train
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nugget/python-insteonplm
insteonplm/messages/userdata.py
https://github.com/nugget/python-insteonplm/blob/65548041f1b0729ae1ae904443dd81b0c6cbf1bf/insteonplm/messages/userdata.py#L53-L63
def human(self): """Emit the address in human-readible format (AA.BB.CC).""" strout = '' first = True for i in range(0, 28, 2): if first: first = False else: strout = strout + '.' strout = strout + self.hex[i:i + 2] ...
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Emit the address in human-readible format (AA.BB.CC).
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python
train
29.727273
watchforstock/evohome-client
evohomeclient/__init__.py
https://github.com/watchforstock/evohome-client/blob/f1cb9273e97946d79c0651f00a218abbf7ada53a/evohomeclient/__init__.py#L266-L275
def set_temperature(self, zone, temperature, until=None): """Sets the temperature of the given zone.""" if until is None: data = {"Value": temperature, "Status": "Hold", "NextTime": None} else: data = {"Value": temperature, "Status": "Temporary", ...
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Sets the temperature of the given zone.
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python
train
42
LuminosoInsight/ordered-set
ordered_set.py
https://github.com/LuminosoInsight/ordered-set/blob/a29eaedcedfe5072bcee11bdef61dea321d5e9f9/ordered_set.py#L209-L226
def pop(self): """ Remove and return the last element from the set. Raises KeyError if the set is empty. Example: >>> oset = OrderedSet([1, 2, 3]) >>> oset.pop() 3 """ if not self.items: raise KeyError("Set is empty") ...
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python
train
22.388889
ziwenxie/netease-dl
netease/logger.py
https://github.com/ziwenxie/netease-dl/blob/84b226fc07b10f7f66580f0fc69f10356f66b5c3/netease/logger.py#L24-L38
def get_logger(name): """Return a logger with a file handler.""" logger = logging.getLogger(name) logger.setLevel(logging.INFO) # File output handler file_handler = logging.FileHandler(log_path) file_handler.setLevel(logging.INFO) formatter = logging.Formatter( '%(asctime)s %(name)1...
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Return a logger with a file handler.
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python
train
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spacetelescope/drizzlepac
drizzlepac/wcs_functions.py
https://github.com/spacetelescope/drizzlepac/blob/15bec3c929a6a869d9e71b9398ced43ede0620f1/drizzlepac/wcs_functions.py#L806-L858
def fitlin(imgarr,refarr): """ Compute the least-squares fit between two arrays. A Python translation of 'FITLIN' from 'drutil.f' (Drizzle V2.9). """ # Initialize variables _mat = np.zeros((3,3),dtype=np.float64) _xorg = imgarr[0][0] _yorg = imgarr[0][1] _xoorg = refarr[0][0] _yo...
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Compute the least-squares fit between two arrays. A Python translation of 'FITLIN' from 'drutil.f' (Drizzle V2.9).
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python
train
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mdgoldberg/sportsref
sportsref/nfl/boxscores.py
https://github.com/mdgoldberg/sportsref/blob/09f11ac856a23c96d666d1d510bb35d6f050b5c3/sportsref/nfl/boxscores.py#L370-L378
def ref_info(self): """Gets a dictionary of ref positions and the ref IDs of the refs for that game. :returns: A dictionary of ref positions and IDs. """ doc = self.get_doc() table = doc('table#officials') return sportsref.utils.parse_info_table(table)
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Gets a dictionary of ref positions and the ref IDs of the refs for that game. :returns: A dictionary of ref positions and IDs.
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python
test
33.444444
scour-project/scour
scour/scour.py
https://github.com/scour-project/scour/blob/049264eba6b1a54ae5ba1d6a5077d8e7b80e8835/scour/scour.py#L1885-L1894
def taint(taintedSet, taintedAttribute): u"""Adds an attribute to a set of attributes. Related attributes are also included.""" taintedSet.add(taintedAttribute) if taintedAttribute == 'marker': taintedSet |= set(['marker-start', 'marker-mid', 'marker-end']) if taintedAttribute in ['marker-s...
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u"""Adds an attribute to a set of attributes. Related attributes are also included.
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python
train
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saltstack/salt
salt/modules/nfs3.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/nfs3.py#L69-L82
def del_export(exports='/etc/exports', path=None): ''' Remove an export CLI Example: .. code-block:: bash salt '*' nfs.del_export /media/storage ''' edict = list_exports(exports) del edict[path] _write_exports(exports, edict) return edict
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Remove an export CLI Example: .. code-block:: bash salt '*' nfs.del_export /media/storage
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python
train
19.428571
hotdoc/hotdoc
hotdoc/utils/loggable.py
https://github.com/hotdoc/hotdoc/blob/1067cdc8482b585b364a38fb52ca5d904e486280/hotdoc/utils/loggable.py#L213-L222
def _log(code, message, level, domain): """Call this to add an entry in the journal""" entry = LogEntry(level, domain, code, message) Logger.journal.append(entry) if Logger.silent: return if level >= Logger._verbosity: _print_entry(entry)
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Call this to add an entry in the journal
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python
train
29.5
pasztorpisti/py-flags
src/flags.py
https://github.com/pasztorpisti/py-flags/blob/bc48adb5edd7340ea1a686622d7993b4bcf4bfc2/src/flags.py#L95-L112
def process_inline_members_definition(members): """ :param members: this can be any of the following: - a string containing a space and/or comma separated list of names: e.g.: "item1 item2 item3" OR "item1,item2,item3" OR "item1, item2, item3" - tuple/list/Set of strings (names) - Mapping of (...
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:param members: this can be any of the following: - a string containing a space and/or comma separated list of names: e.g.: "item1 item2 item3" OR "item1,item2,item3" OR "item1, item2, item3" - tuple/list/Set of strings (names) - Mapping of (name, data) pairs - any kind of iterable that yields (na...
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python
train
46.666667
twilio/twilio-python
twilio/rest/autopilot/v1/assistant/model_build.py
https://github.com/twilio/twilio-python/blob/c867895f55dcc29f522e6e8b8868d0d18483132f/twilio/rest/autopilot/v1/assistant/model_build.py#L119-L137
def create(self, status_callback=values.unset, unique_name=values.unset): """ Create a new ModelBuildInstance :param unicode status_callback: The URL we should call using a POST method to send status information to your application :param unicode unique_name: An application-defined stri...
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python
train
42.526316
brutasse/graphite-api
graphite_api/functions.py
https://github.com/brutasse/graphite-api/blob/0886b7adcf985a1e8bcb084f6dd1dc166a3f3dff/graphite_api/functions.py#L3298-L3335
def aggregateLine(requestContext, seriesList, func='avg'): """ Takes a metric or wildcard seriesList and draws a horizontal line based on the function applied to each series. Note: By default, the graphite renderer consolidates data points by averaging data points over time. If you are using the 'm...
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Takes a metric or wildcard seriesList and draws a horizontal line based on the function applied to each series. Note: By default, the graphite renderer consolidates data points by averaging data points over time. If you are using the 'min' or 'max' function for aggregateLine, this can cause an unusual ...
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python
train
36.526316
opendatateam/udata
udata/core/tags/tasks.py
https://github.com/opendatateam/udata/blob/f016585af94b0ff6bd73738c700324adc8ba7f8f/udata/core/tags/tasks.py#L38-L48
def count_tags(self): '''Count tag occurences by type and update the tag collection''' for key, model in TAGGED.items(): collection = '{0}_tags'.format(key) results = (model.objects(tags__exists=True) .map_reduce(map_tags, reduce_tags, collection)) for result in r...
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Count tag occurences by type and update the tag collection
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python
train
50.090909
gabstopper/smc-python
smc/examples/ip_lists.py
https://github.com/gabstopper/smc-python/blob/e027b8a5dcfaf884eada32d113d41c1e56b32457/smc/examples/ip_lists.py#L113-L125
def download_as_json(name): """ Download IPList as json. This would allow for easily manipulation of the IPList, but generally recommended only for smaller lists :param str name: name of IPList :return: None """ location = list(IPList.objects.filter(name)) if location: ipli...
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Download IPList as json. This would allow for easily manipulation of the IPList, but generally recommended only for smaller lists :param str name: name of IPList :return: None
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python
train
28.538462
pandas-dev/pandas
pandas/io/excel/_openpyxl.py
https://github.com/pandas-dev/pandas/blob/9feb3ad92cc0397a04b665803a49299ee7aa1037/pandas/io/excel/_openpyxl.py#L98-L123
def _convert_to_color(cls, color_spec): """ Convert ``color_spec`` to an openpyxl v2 Color object Parameters ---------- color_spec : str, dict A 32-bit ARGB hex string, or a dict with zero or more of the following keys. 'rgb' ...
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Convert ``color_spec`` to an openpyxl v2 Color object Parameters ---------- color_spec : str, dict A 32-bit ARGB hex string, or a dict with zero or more of the following keys. 'rgb' 'indexed' 'auto' 'theme' ...
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python
train
26.115385
pjuren/pyokit
src/pyokit/datastruct/genomicInterval.py
https://github.com/pjuren/pyokit/blob/fddae123b5d817daa39496183f19c000d9c3791f/src/pyokit/datastruct/genomicInterval.py#L650-L664
def subtract(self, es): """ Subtract the BED elements in es from self. :param es: a list of BED elements (or anything with chrom, start, end) :return: a list of BED elements which represent what is left of self after the subtraction. This might be an empty list. """ workingSet = [s...
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Subtract the BED elements in es from self. :param es: a list of BED elements (or anything with chrom, start, end) :return: a list of BED elements which represent what is left of self after the subtraction. This might be an empty list.
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python
train
32.133333
KE-works/pykechain
pykechain/helpers.py
https://github.com/KE-works/pykechain/blob/b0296cf34328fd41660bf6f0b9114fd0167c40c4/pykechain/helpers.py#L9-L118
def get_project(url=None, username=None, password=None, token=None, scope=None, scope_id=None, env_filename=None, status=ScopeStatus.ACTIVE): """ Retrieve and return the KE-chain project to be used throughout an app. This helper is made to bootstrap a pykechain enabled python script or an j...
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Retrieve and return the KE-chain project to be used throughout an app. This helper is made to bootstrap a pykechain enabled python script or an jupyter notebook with the correct project (technically this is a `pykechain.models.Scope` model). When no parameters are passed in this function, it will try to r...
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python
train
50.427273
zhanglab/psamm
psamm/command.py
https://github.com/zhanglab/psamm/blob/dc427848c4f9d109ca590f0afa024c63b685b3f4/psamm/command.py#L248-L268
def _create_executor(self, handler, args, cpus_per_worker=1): """Return a new :class:`.Executor` instance.""" if self._args.parallel > 0: workers = self._args.parallel else: try: workers = mp.cpu_count() // cpus_per_worker except NotImplemented...
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Return a new :class:`.Executor` instance.
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python
train
36.52381
Kozea/cairocffi
cairocffi/context.py
https://github.com/Kozea/cairocffi/blob/450853add7e32eea20985b6aa5f54d9cb3cd04fe/cairocffi/context.py#L1629-L1643
def clip_extents(self): """Computes a bounding box in user coordinates covering the area inside the current clip. :return: A ``(x1, y1, x2, y2)`` tuple of floats: the left, top, right and bottom of the resulting extents, respectively. """ ext...
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Computes a bounding box in user coordinates covering the area inside the current clip. :return: A ``(x1, y1, x2, y2)`` tuple of floats: the left, top, right and bottom of the resulting extents, respectively.
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python
train
33.666667
cytoscape/py2cytoscape
py2cytoscape/cyrest/layout.py
https://github.com/cytoscape/py2cytoscape/blob/dd34de8d028f512314d0057168df7fef7c5d5195/py2cytoscape/cyrest/layout.py#L380-L452
def fruchterman_rheingold(self,attraction_multiplier=None,conflict_avoidance=None,\ defaultEdgeWeight=None,EdgeAttribute=None,gravity_multiplier=None,\ layout3D=None,max_distance_factor=None,maxWeightCutoff=None,minWeightCutoff=None,\ network=None,nIterations=None,NodeAttribute=None,nodeList=None,randomize=None,\...
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Execute the Edge-weighted Force directed (BioLayout) on a network :param attraction_multiplier (string, optional): Divisor to calculate the a ttraction force, in numeric value :param conflict_avoidance (string, optional): Constant force applied to avo id conflicts, in numeric value :param defaultEdgeWeight...
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python
train
59.821918
lawsie/guizero
guizero/Combo.py
https://github.com/lawsie/guizero/blob/84c7f0b314fa86f9fc88eb11c9a0f6c4b57155e2/guizero/Combo.py#L284-L292
def _set_option_by_index(self, index): """ Sets a single option in the Combo by its index, returning True if it was able too. """ if index < len(self._options): self._selected.set(self._options[index]) return True else: return False
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Sets a single option in the Combo by its index, returning True if it was able too.
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python
train
33.333333
spyder-ide/spyder
spyder/plugins/variableexplorer/widgets/dataframeeditor.py
https://github.com/spyder-ide/spyder/blob/f76836ce1b924bcc4efd3f74f2960d26a4e528e0/spyder/plugins/variableexplorer/widgets/dataframeeditor.py#L1249-L1257
def get_value(self): """Return modified Dataframe -- this is *not* a copy""" # It is import to avoid accessing Qt C++ object as it has probably # already been destroyed, due to the Qt.WA_DeleteOnClose attribute df = self.dataModel.get_data() if self.is_series: r...
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Return modified Dataframe -- this is *not* a copy
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python
train
41
thomasdelaet/python-velbus
velbus/messages/channel_name_request.py
https://github.com/thomasdelaet/python-velbus/blob/af2f8af43f1a24bf854eff9f3126fd7b5c41b3dd/velbus/messages/channel_name_request.py#L56-L65
def data_to_binary(self): """ :return: bytes """ tmp = 0x00 if 1 in self.channels: tmp += 0x03 if 2 in self.channels: tmp += 0x0c return bytes([COMMAND_CODE, tmp])
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:return: bytes
[ ":", "return", ":", "bytes" ]
python
train
23.4
genialis/resolwe
resolwe/elastic/builder.py
https://github.com/genialis/resolwe/blob/f7bb54932c81ec0cfc5b5e80d238fceaeaa48d86/resolwe/elastic/builder.py#L310-L315
def process_delete(self, obj, pk_set=None, action=None, update_fields=None, **kwargs): """Recreate queryset from the index and rebuild the index.""" build_kwargs = self.delete_cache.take(obj) if build_kwargs: self.index.build(**build_kwargs)
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Recreate queryset from the index and rebuild the index.
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python
train
45.5
msztolcman/versionner
versionner/vcs/git.py
https://github.com/msztolcman/versionner/blob/78fca02859e3e3eb71c9eb7ea230758944177c54/versionner/vcs/git.py#L93-L109
def raise_if_cant_commit(self): """Verify VCS status and raise an error if commit is disallowed :return: """ cmd = self._command.status() (code, stdout, stderr) = self._exec(cmd) if code: raise errors.VCSError('Can\'t verify VCS status. Process exited with ...
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Verify VCS status and raise an error if commit is disallowed :return:
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python
train
36.117647
ansible/molecule
molecule/provisioner/ansible.py
https://github.com/ansible/molecule/blob/766dc35b0b0ce498cd5e3a62b40f828742d0d08c/molecule/provisioner/ansible.py#L807-L822
def _link_or_update_vars(self): """ Creates or updates the symlink to group_vars and returns None. :returns: None """ for d, source in self.links.items(): target = os.path.join(self.inventory_directory, d) source = os.path.join(self._config.scenario.direc...
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Creates or updates the symlink to group_vars and returns None. :returns: None
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python
train
38.6875
pebble/libpebble2
libpebble2/protocol/base/__init__.py
https://github.com/pebble/libpebble2/blob/23e2eb92cfc084e6f9e8c718711ac994ef606d18/libpebble2/protocol/base/__init__.py#L143-L153
def serialise_packet(self): """ Serialise a message, including framing information inferred from the ``Meta`` inner class of the packet. ``self.Meta.endpoint`` must be defined to call this method. :return: A serialised message, ready to be sent to the Pebble. """ if not ...
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Serialise a message, including framing information inferred from the ``Meta`` inner class of the packet. ``self.Meta.endpoint`` must be defined to call this method. :return: A serialised message, ready to be sent to the Pebble.
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python
train
50.363636
redbridge/molnctrl
molnctrl/csobjects.py
https://github.com/redbridge/molnctrl/blob/9990ae7e522ce364bb61a735f774dc28de5f8e60/molnctrl/csobjects.py#L155-L158
def update(self): """ Update the state """ vm = self._cs_api.list_virtualmachines(id=self.id)[0] self.is_running = self._is_running(vm.state)
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Update the state
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python
train
40.5
zero-os/0-core
client/py-client/zeroos/core0/client/client.py
https://github.com/zero-os/0-core/blob/69f6ce845ab8b8ad805a79a415227e7ac566c218/client/py-client/zeroos/core0/client/client.py#L626-L640
def download(self, remote, writer): """ Downloads a file :param remote: remote file name :param writer: an object the implements the write(bytes) interface (typical a file descriptor) :return: """ fd = self.open(remote) while True: chunk = sel...
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Downloads a file :param remote: remote file name :param writer: an object the implements the write(bytes) interface (typical a file descriptor) :return:
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python
train
28.133333
enkore/i3pystatus
i3pystatus/weather/__init__.py
https://github.com/enkore/i3pystatus/blob/14cfde967cecf79b40e223e35a04600f4c875af7/i3pystatus/weather/__init__.py#L276-L306
def get_color_data(self, condition): ''' Disambiguate similarly-named weather conditions, and return the icon and color that match. ''' if condition not in self.color_icons: # Check for similarly-named conditions if no exact match found condition_lc = cond...
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Disambiguate similarly-named weather conditions, and return the icon and color that match.
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python
train
42.096774
wummel/dosage
dosagelib/util.py
https://github.com/wummel/dosage/blob/a0109c3a46219f280e6e5e77183674e40da0f304/dosagelib/util.py#L268-L275
def check_robotstxt(url, session): """Check if robots.txt allows our user agent for the given URL. @raises: IOError if URL is not allowed """ roboturl = get_roboturl(url) rp = get_robotstxt_parser(roboturl, session=session) if not rp.can_fetch(UserAgent, str(url)): raise IOError("%s is d...
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Check if robots.txt allows our user agent for the given URL. @raises: IOError if URL is not allowed
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python
train
43.5
inveniosoftware/invenio-oauthclient
invenio_oauthclient/handlers.py
https://github.com/inveniosoftware/invenio-oauthclient/blob/2500dc6935738107617aeade79e050d7608004bb/invenio_oauthclient/handlers.py#L351-L373
def disconnect_handler(remote, *args, **kwargs): """Handle unlinking of remote account. This default handler will just delete the remote account link. You may wish to extend this module to perform clean-up in the remote service before removing the link (e.g. removing install webhooks). :param remo...
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Handle unlinking of remote account. This default handler will just delete the remote account link. You may wish to extend this module to perform clean-up in the remote service before removing the link (e.g. removing install webhooks). :param remote: The remote application. :returns: Redirect respo...
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python
train
33.652174
openpermissions/perch
perch/views.py
https://github.com/openpermissions/perch/blob/36d78994133918f3c52c187f19e50132960a0156/perch/views.py#L50-L65
def create_design_doc(self): """Create a design document from a Python map function""" source = [x for x in inspect.getsourcelines(self.func)[0] if not x.startswith('@')] doc = { '_id': '_design/{}'.format(self.name), 'language': 'python', '...
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Create a design document from a Python map function
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python
train
28
bwhite/hadoopy
hadoopy/_hdfs.py
https://github.com/bwhite/hadoopy/blob/ff39b4e6d4e6efaf1f571cf0f2c0e0d7ab28c2d6/hadoopy/_hdfs.py#L193-L201
def put(local_path, hdfs_path): """Put a file on hdfs :param local_path: Source (str) :param hdfs_path: Destination (str) :raises: IOError: If unsuccessful """ cmd = "hadoop fs -put %s %s" % (local_path, hdfs_path) rcode, stdout, stderr = _checked_hadoop_fs_command(cmd)
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Put a file on hdfs :param local_path: Source (str) :param hdfs_path: Destination (str) :raises: IOError: If unsuccessful
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python
train
32.333333
StackStorm/pybind
pybind/slxos/v17s_1_02/qos_mpls/map_apply/__init__.py
https://github.com/StackStorm/pybind/blob/44c467e71b2b425be63867aba6e6fa28b2cfe7fb/pybind/slxos/v17s_1_02/qos_mpls/map_apply/__init__.py#L100-L121
def _set_apply_exp_traffic_class_map_name(self, v, load=False): """ Setter method for apply_exp_traffic_class_map_name, mapped from YANG variable /qos_mpls/map_apply/apply_exp_traffic_class_map_name (container) If this variable is read-only (config: false) in the source YANG file, then _set_apply_exp_tr...
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Setter method for apply_exp_traffic_class_map_name, mapped from YANG variable /qos_mpls/map_apply/apply_exp_traffic_class_map_name (container) If this variable is read-only (config: false) in the source YANG file, then _set_apply_exp_traffic_class_map_name is considered as a private method. Backends looking...
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python
train
96.772727
mlperf/training
rnn_translator/pytorch/seq2seq/train/fp_optimizers.py
https://github.com/mlperf/training/blob/1c6ae725a81d15437a2b2df05cac0673fde5c3a4/rnn_translator/pytorch/seq2seq/train/fp_optimizers.py#L149-L163
def step(self, loss, optimizer, scheduler, update=True): """ Performs one step of the optimizer. :param loss: value of loss function :param optimizer: optimizer :param update: if True executes weight update """ loss.backward() if update: if se...
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Performs one step of the optimizer. :param loss: value of loss function :param optimizer: optimizer :param update: if True executes weight update
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python
train
33.4
f3at/feat
tools/pep8.py
https://github.com/f3at/feat/blob/15da93fc9d6ec8154f52a9172824e25821195ef8/tools/pep8.py#L608-L647
def check_all(self): """ Run all checks on the input file. """ self.file_errors = 0 self.line_number = 0 self.indent_char = None self.indent_level = 0 self.previous_logical = '' self.blank_lines = 0 self.tokens = [] parens = 0 ...
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Run all checks on the input file.
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python
train
41.3
pypa/pipenv
pipenv/patched/notpip/_vendor/pkg_resources/__init__.py
https://github.com/pypa/pipenv/blob/cae8d76c210b9777e90aab76e9c4b0e53bb19cde/pipenv/patched/notpip/_vendor/pkg_resources/__init__.py#L1028-L1035
def add(self, dist): """Add `dist` if we ``can_add()`` it and it has not already been added """ if self.can_add(dist) and dist.has_version(): dists = self._distmap.setdefault(dist.key, []) if dist not in dists: dists.append(dist) dists.sort...
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Add `dist` if we ``can_add()`` it and it has not already been added
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python
train
45.375
xtrementl/focus
focus/plugin/modules/im.py
https://github.com/xtrementl/focus/blob/cbbbc0b49a7409f9e0dc899de5b7e057f50838e4/focus/plugin/modules/im.py#L93-L119
def _pidgin_status(status, message): """ Updates status and message for Pidgin IM application. `status` Status type. `message` Status message. """ try: iface = _dbus_get_interface('im.pidgin.purple.PurpleService', '/im...
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Updates status and message for Pidgin IM application. `status` Status type. `message` Status message.
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python
train
30.407407
oauthlib/oauthlib
oauthlib/oauth1/rfc5849/signature.py
https://github.com/oauthlib/oauthlib/blob/30321dd3c0ca784d3508a1970cf90d9f76835c79/oauthlib/oauth1/rfc5849/signature.py#L634-L661
def verify_hmac_sha1(request, client_secret=None, resource_owner_secret=None): """Verify a HMAC-SHA1 signature. Per `section 3.4`_ of the spec. .. _`section 3.4`: https://tools.ietf.org/html/rfc5849#section-3.4 To satisfy `RFC2616 section 5.2`_ item 1, the request argument's uri ...
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Verify a HMAC-SHA1 signature. Per `section 3.4`_ of the spec. .. _`section 3.4`: https://tools.ietf.org/html/rfc5849#section-3.4 To satisfy `RFC2616 section 5.2`_ item 1, the request argument's uri attribute MUST be an absolute URI whose netloc part identifies the origin server or gateway on whic...
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python
train
40.535714
d0c-s4vage/pfp
pfp/fields.py
https://github.com/d0c-s4vage/pfp/blob/32f2d34fdec1c70019fa83c7006d5e3be0f92fcd/pfp/fields.py#L759-L777
def _pfp__build(self, stream=None, save_offset=False): """Build the field and write the result into the stream :stream: An IO stream that can be written to :returns: None """ if save_offset and stream is not None: self._pfp__offset = stream.tell() # returns...
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Build the field and write the result into the stream :stream: An IO stream that can be written to :returns: None
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python
train
30.473684
neurosynth/neurosynth
neurosynth/analysis/classify.py
https://github.com/neurosynth/neurosynth/blob/948ce7edce15d7df693446e76834e0c23bfe8f11/neurosynth/analysis/classify.py#L150-L209
def classify_regions(dataset, masks, method='ERF', threshold=0.08, remove_overlap=True, regularization='scale', output='summary', studies=None, features=None, class_weight='auto', classifier=None, cross_val='4-Fold', param_grid=None, sc...
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Perform classification on specified regions Given a set of masks, this function retrieves studies associated with each mask at the specified threshold, optionally removes overlap and filters by studies and features. Then it trains an algorithm to classify studies based on features and t...
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python
test
53.45
jrief/djangocms-cascade
cmsplugin_cascade/plugin_base.py
https://github.com/jrief/djangocms-cascade/blob/58996f990c4068e5d50f0db6030a5c0e06b682e5/cmsplugin_cascade/plugin_base.py#L480-L488
def in_edit_mode(self, request, placeholder): """ Returns True, if the plugin is in "edit mode". """ toolbar = getattr(request, 'toolbar', None) edit_mode = getattr(toolbar, 'edit_mode', False) and getattr(placeholder, 'is_editable', True) if edit_mode: edit_m...
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Returns True, if the plugin is in "edit mode".
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python
train
43.333333
ehansis/ozelot
ozelot/etl/tasks.py
https://github.com/ehansis/ozelot/blob/948675e02eb6fca940450f5cb814f53e97159e5b/ozelot/etl/tasks.py#L18-L32
def get_task_param_string(task): """Get all parameters of a task as one string Returns: str: task parameter string """ # get dict str -> str from luigi param_dict = task.to_str_params() # sort keys, serialize items = [] for key in sorted(param_dict.keys()): items.append...
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Get all parameters of a task as one string Returns: str: task parameter string
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python
train
26.266667
xtuml/pyxtuml
bridgepoint/oal.py
https://github.com/xtuml/pyxtuml/blob/7dd9343b9a0191d1db1887ab9288d0a026608d9a/bridgepoint/oal.py#L1634-L1638
def p_navigation_step_2(self, p): '''navigation_step : ARROW identifier LSQBR identifier DOT phrase RSQBR''' p[0] = NavigationStepNode(key_letter=p[2], rel_id=p[4], phrase=p[6])
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navigation_step : ARROW identifier LSQBR identifier DOT phrase RSQBR
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python
test
51.4
aiogram/aiogram
aiogram/contrib/middlewares/logging.py
https://github.com/aiogram/aiogram/blob/2af930149ce2482547721e2c8755c10307295e48/aiogram/contrib/middlewares/logging.py#L233-L245
def make_prefix(self, prefix, iterable): """ Add prefix to the label :param prefix: :param iterable: :return: """ if not prefix: yield from iterable for key, value in iterable: yield f"{prefix}_{key}", value
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Add prefix to the label :param prefix: :param iterable: :return:
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python
train
21.923077
bunq/sdk_python
bunq/sdk/model/generated/endpoint.py
https://github.com/bunq/sdk_python/blob/da6c9b83e6d83ee8062617f53c6eb7293c0d863d/bunq/sdk/model/generated/endpoint.py#L6532-L6544
def get_referenced_object(self): """ :rtype: core.BunqModel :raise: BunqException """ if self._TabUsageSingle is not None: return self._TabUsageSingle if self._TabUsageMultiple is not None: return self._TabUsageMultiple raise exception.B...
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:rtype: core.BunqModel :raise: BunqException
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python
train
26.538462
yyuu/botornado
boto/dynamodb/layer2.py
https://github.com/yyuu/botornado/blob/fffb056f5ff2324d1d5c1304014cfb1d899f602e/boto/dynamodb/layer2.py#L299-L316
def list_tables(self, limit=None, start_table=None): """ Return a list of the names of all Tables associated with the current account and region. TODO - Layer2 should probably automatically handle pagination. :type limit: int :param limit: The maximum number of tables to...
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Return a list of the names of all Tables associated with the current account and region. TODO - Layer2 should probably automatically handle pagination. :type limit: int :param limit: The maximum number of tables to return. :type start_table: str :param limit: The name o...
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python
train
41.666667
geophysics-ubonn/reda
lib/reda/containers/SIP.py
https://github.com/geophysics-ubonn/reda/blob/46a939729e40c7c4723315c03679c40761152e9e/lib/reda/containers/SIP.py#L92-L153
def reduce_duplicate_frequencies(self): """In case multiple frequencies were measured, average them and compute std, min, max values for zt. In case timesteps were added (i.e., multiple separate measurements), group over those and average for each timestep. Examples ---...
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In case multiple frequencies were measured, average them and compute std, min, max values for zt. In case timesteps were added (i.e., multiple separate measurements), group over those and average for each timestep. Examples -------- :: import tempfile ...
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python
train
34.209677
google/transitfeed
kmlwriter.py
https://github.com/google/transitfeed/blob/eb2991a3747ba541b2cb66502b305b6304a1f85f/kmlwriter.py#L415-L436
def _CreateStopPlacemark(self, stop_folder, stop, style_id): """Creates a new stop <Placemark/> element. Args: stop_folder: the KML folder the placemark will be added to. stop: the actual Stop to create a placemark for. style_id: optional argument indicating a style id to add to the placemark...
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Creates a new stop <Placemark/> element. Args: stop_folder: the KML folder the placemark will be added to. stop: the actual Stop to create a placemark for. style_id: optional argument indicating a style id to add to the placemark.
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python
train
44.636364
qweeze/wex-api-client
wex/client.py
https://github.com/qweeze/wex-api-client/blob/e84d139be229aab2c7c5eda5976b812be651807b/wex/client.py#L233-L250
def create_coupon(self, currency, amount, receiver): """ This method allows you to create Coupons. Please, note: In order to use this method, you need the Coupon key privilege. You can make a request to enable it by submitting a ticket to Support.. You need to create the API key ...
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This method allows you to create Coupons. Please, note: In order to use this method, you need the Coupon key privilege. You can make a request to enable it by submitting a ticket to Support.. You need to create the API key that you are going to use for this method in advance. Please provide ...
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python
train
63.277778
Rapptz/discord.py
discord/shard.py
https://github.com/Rapptz/discord.py/blob/05d4f7f9620ef33635d6ac965b26528e09cdaf5b/discord/shard.py#L297-L359
async def change_presence(self, *, activity=None, status=None, afk=False, shard_id=None): """|coro| Changes the client's presence. The activity parameter is a :class:`Activity` object (not a string) that represents the activity being done currently. This could also be the slimmed down ...
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|coro| Changes the client's presence. The activity parameter is a :class:`Activity` object (not a string) that represents the activity being done currently. This could also be the slimmed down versions, :class:`Game` and :class:`Streaming`. Example: :: game = disc...
[ "|coro|" ]
python
train
36.730159
AtteqCom/zsl
src/zsl/utils/cache_helper.py
https://github.com/AtteqCom/zsl/blob/ab51a96da1780ff642912396d4b85bdcb72560c1/src/zsl/utils/cache_helper.py#L181-L194
def create_key_for_data(prefix, data, key_params): """ From ``data`` params in task create corresponding key with help of ``key_params`` (defined in decorator) """ d = data.get_data() values = [] for k in key_params: if k in d and type(d[k]) is list: values.append("{0}:{1}".f...
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From ``data`` params in task create corresponding key with help of ``key_params`` (defined in decorator)
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python
train
35.642857
baliame/http-hmac-python
httphmac/v2.py
https://github.com/baliame/http-hmac-python/blob/9884c0cbfdb712f9f37080a8efbfdce82850785f/httphmac/v2.py#L165-L177
def unroll_auth_headers(self, authheaders, exclude_signature=False, sep=",", quote=True): """Converts an authorization header dict-like object into a string representing the authorization. Keyword arguments: authheaders -- A string-indexable object which contains the headers appropriate for thi...
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Converts an authorization header dict-like object into a string representing the authorization. Keyword arguments: authheaders -- A string-indexable object which contains the headers appropriate for this signature version.
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python
train
59.923077
materialsproject/pymatgen
pymatgen/io/abinit/flows.py
https://github.com/materialsproject/pymatgen/blob/4ca558cf72f8d5f8a1f21dfdfc0181a971c186da/pymatgen/io/abinit/flows.py#L268-L275
def reload(self): """ Reload the flow from the pickle file. Used when we are monitoring the flow executed by the scheduler. In this case, indeed, the flow might have been changed by the scheduler and we have to reload the new flow in memory. """ new = self.__class__.pickl...
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Reload the flow from the pickle file. Used when we are monitoring the flow executed by the scheduler. In this case, indeed, the flow might have been changed by the scheduler and we have to reload the new flow in memory.
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python
train
44
fabiobatalha/crossrefapi
crossref/restful.py
https://github.com/fabiobatalha/crossrefapi/blob/53f84ee0d8a8fc6ad9b2493f51c5151e66d2faf7/crossref/restful.py#L1594-L1603
def works(self, prefix_id): """ This method retrieve a iterable of Works of the given prefix. args: Crossref Prefix (String) return: Works() """ context = '%s/%s' % (self.ENDPOINT, str(prefix_id)) return Works(context=context)
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This method retrieve a iterable of Works of the given prefix. args: Crossref Prefix (String) return: Works()
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python
train
27.5
cloudendpoints/endpoints-python
endpoints/endpoints_dispatcher.py
https://github.com/cloudendpoints/endpoints-python/blob/00dd7c7a52a9ee39d5923191c2604b8eafdb3f24/endpoints/endpoints_dispatcher.py#L683-L696
def transform_rest_response(self, response_body): """Translates an apiserving REST response so it's ready to return. Currently, the only thing that needs to be fixed here is indentation, so it's consistent with what the live app will return. Args: response_body: A string containing the backend r...
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Translates an apiserving REST response so it's ready to return. Currently, the only thing that needs to be fixed here is indentation, so it's consistent with what the live app will return. Args: response_body: A string containing the backend response. Returns: A reformatted version of the...
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python
train
34.857143
chaoss/grimoirelab-manuscripts
manuscripts/report.py
https://github.com/chaoss/grimoirelab-manuscripts/blob/94a3ad4f11bfbcd6c5190e01cb5d3e47a5187cd9/manuscripts/report.py#L556-L616
def sec_project_community(self, project=None): """ Generate the data for the Communication section in a Project report :return: """ def create_csv(metric1, csv_labels, file_label): esfilters = None csv_labels = csv_labels.replace("_", "") # LaTeX not sup...
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Generate the data for the Communication section in a Project report :return:
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python
train
36.754098
StackStorm/pybind
pybind/slxos/v17s_1_02/bd_vc_peer_state/__init__.py
https://github.com/StackStorm/pybind/blob/44c467e71b2b425be63867aba6e6fa28b2cfe7fb/pybind/slxos/v17s_1_02/bd_vc_peer_state/__init__.py#L141-L164
def _set_bd_vc_peer_counter(self, v, load=False): """ Setter method for bd_vc_peer_counter, mapped from YANG variable /bd_vc_peer_state/bd_vc_peer_counter (container) If this variable is read-only (config: false) in the source YANG file, then _set_bd_vc_peer_counter is considered as a private method...
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Setter method for bd_vc_peer_counter, mapped from YANG variable /bd_vc_peer_state/bd_vc_peer_counter (container) If this variable is read-only (config: false) in the source YANG file, then _set_bd_vc_peer_counter is considered as a private method. Backends looking to populate this variable should do so ...
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python
train
77.833333
ensime/ensime-vim
ensime_shared/client.py
https://github.com/ensime/ensime-vim/blob/caa734e84f002b25446c615706283a74edd4ecfe/ensime_shared/client.py#L272-L279
def set_position(self, decl_pos): """Set editor position from ENSIME declPos data.""" if decl_pos["typehint"] == "LineSourcePosition": self.editor.set_cursor(decl_pos['line'], 0) else: # OffsetSourcePosition point = decl_pos["offset"] row, col = self.editor.p...
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Set editor position from ENSIME declPos data.
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python
train
47.125
Erotemic/utool
utool/util_alg.py
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_alg.py#L2632-L2728
def solve_boolexpr(): """ sudo pip install git+https://github.com/tpircher/quine-mccluskey.git sudo pip uninstall quine_mccluskey pip uninstall quine_mccluskey pip install git+https://github.com/tpircher/quine-mccluskey.git Args: varnames (?): Returns: ?: CommandLine...
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sudo pip install git+https://github.com/tpircher/quine-mccluskey.git sudo pip uninstall quine_mccluskey pip uninstall quine_mccluskey pip install git+https://github.com/tpircher/quine-mccluskey.git Args: varnames (?): Returns: ?: CommandLine: python -m utool.util_alg...
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python
train
31.587629
Gandi/gandi.cli
gandi/cli/modules/disk.py
https://github.com/Gandi/gandi.cli/blob/6ee5b8fc8ec44b0a6c232043ca610606ad8f693d/gandi/cli/modules/disk.py#L236-L272
def create(cls, name, vm, size, snapshotprofile, datacenter, source, disk_type='data', background=False): """ Create a disk and attach it to a vm. """ if isinstance(size, tuple): prefix, size = size if source: size = None disk_params = cls.disk_par...
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Create a disk and attach it to a vm.
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python
train
31.891892
dcwatson/drill
drill.py
https://github.com/dcwatson/drill/blob/b8a30ec0fd5b5bf55154bd44c1c75f5f5945691b/drill.py#L307-L312
def items(self): """ A generator yielding ``(key, value)`` attribute pairs, sorted by key name. """ for key in sorted(self.attrs): yield key, self.attrs[key]
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A generator yielding ``(key, value)`` attribute pairs, sorted by key name.
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python
valid
32.666667
divio/cmsplugin-filer
cmsplugin_filer_teaser/cms_plugins.py
https://github.com/divio/cmsplugin-filer/blob/4f9b0307dd768852ead64e651b743a165b3efccb/cmsplugin_filer_teaser/cms_plugins.py#L42-L75
def _get_thumbnail_options(self, context, instance): """ Return the size and options of the thumbnail that should be inserted """ width, height = None, None subject_location = False placeholder_width = context.get('width', None) placeholder_height = context.get('h...
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Return the size and options of the thumbnail that should be inserted
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python
train
49.735294
f3at/feat
tools/pep8.py
https://github.com/f3at/feat/blob/15da93fc9d6ec8154f52a9172824e25821195ef8/tools/pep8.py#L510-L518
def readline_check_physical(self): """ Check and return the next physical line. This method can be used to feed tokenize.generate_tokens. """ line = self.readline() if line: self.check_physical(line) return line
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Check and return the next physical line. This method can be used to feed tokenize.generate_tokens.
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python
train
30.111111
juju/charm-helpers
charmhelpers/fetch/centos.py
https://github.com/juju/charm-helpers/blob/aa785c40c3b7a8c69dbfbc7921d6b9f30142e171/charmhelpers/fetch/centos.py#L140-L171
def _run_yum_command(cmd, fatal=False): """Run an YUM command. Checks the output and retry if the fatal flag is set to True. :param: cmd: str: The yum command to run. :param: fatal: bool: Whether the command's output should be checked and retried. """ env = os.environ.copy() if fa...
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Run an YUM command. Checks the output and retry if the fatal flag is set to True. :param: cmd: str: The yum command to run. :param: fatal: bool: Whether the command's output should be checked and retried.
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python
train
32.4375
Iotic-Labs/py-IoticAgent
src/IoticAgent/IOT/Client.py
https://github.com/Iotic-Labs/py-IoticAgent/blob/893e8582ad1dacfe32dfc0ee89452bbd6f57d28d/src/IoticAgent/IOT/Client.py#L621-L627
def _get_point_data_handler_for(self, point): """Used by point instances and data callbacks""" with self.__point_data_handlers: try: return self.__point_data_handlers[point] except KeyError: return self.__point_data_handlers.setdefault(point, Point...
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Used by point instances and data callbacks
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python
train
49.285714
juju/charm-helpers
charmhelpers/contrib/openstack/audits/openstack_security_guide.py
https://github.com/juju/charm-helpers/blob/aa785c40c3b7a8c69dbfbc7921d6b9f30142e171/charmhelpers/contrib/openstack/audits/openstack_security_guide.py#L104-L116
def _stat(file): """ Get the Ownership information from a file. :param file: The path to a file to stat :type file: str :returns: owner, group, and mode of the specified file :rtype: Ownership :raises subprocess.CalledProcessError: If the underlying stat fails """ out = subprocess.c...
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Get the Ownership information from a file. :param file: The path to a file to stat :type file: str :returns: owner, group, and mode of the specified file :rtype: Ownership :raises subprocess.CalledProcessError: If the underlying stat fails
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python
train
32.615385
totalgood/nlpia
src/nlpia/loaders.py
https://github.com/totalgood/nlpia/blob/efa01126275e9cd3c3a5151a644f1c798a9ec53f/src/nlpia/loaders.py#L549-L567
def series_strip(series, startswith=None, endswith=None, startsorendswith=None, ignorecase=True): """ Strip a suffix/prefix str (`endswith`/`startswith` str) from a `df` columns or pd.Series of type str """ if ignorecase: mask = series.str.lower() endswith = endswith.lower() else: ma...
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Strip a suffix/prefix str (`endswith`/`startswith` str) from a `df` columns or pd.Series of type str
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python
train
44.473684
pymupdf/PyMuPDF
fitz/fitz.py
https://github.com/pymupdf/PyMuPDF/blob/917f2d83482510e26ba0ff01fd2392c26f3a8e90/fitz/fitz.py#L2488-L2492
def _forget_page(self, page): """Remove a page from document page dict.""" pid = id(page) if pid in self._page_refs: self._page_refs[pid] = None
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Remove a page from document page dict.
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python
train
35.2
pyvisa/pyvisa
pyvisa/shell.py
https://github.com/pyvisa/pyvisa/blob/b8b2d4371e1f00782856aa9176ff1ced6bcb3798/pyvisa/shell.py#L121-L136
def do_list(self, args): """List all connected resources.""" try: resources = self.resource_manager.list_resources_info() except Exception as e: print(e) else: self.resources = [] for ndx, (resource_name, value) in enumerate(resources.item...
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List all connected resources.
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python
train
36.8125
pyviz/holoviews
holoviews/plotting/links.py
https://github.com/pyviz/holoviews/blob/ae0dd2f3de448b0ca5e9065aabd6ef8d84c7e655/holoviews/plotting/links.py#L62-L78
def link(self): """ Registers the Link """ if self.source in self.registry: links = self.registry[self.source] params = { k: v for k, v in self.get_param_values() if k != 'name'} for link in links: link_params = { ...
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Registers the Link
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python
train
39.411765
denisenkom/django-sqlserver
sqlserver/base.py
https://github.com/denisenkom/django-sqlserver/blob/f5d5dc8637799746f1bd11bd8c479d3acd468581/sqlserver/base.py#L87-L92
def __get_dbms_version(self, make_connection=True): """ Returns the 'DBMS Version' string """ major, minor, _, _ = self.get_server_version(make_connection=make_connection) return '{}.{}'.format(major, minor)
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Returns the 'DBMS Version' string
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python
train
40.333333
Esri/ArcREST
src/arcrest/manageportal/administration.py
https://github.com/Esri/ArcREST/blob/ab240fde2b0200f61d4a5f6df033516e53f2f416/src/arcrest/manageportal/administration.py#L745-L754
def SSLCertificates(self): """ Lists certificates. """ url = self._url + "/SSLCertificate" params = {"f" : "json"} return self._post(url=url, param_dict=params, proxy_url=self._proxy_url, proxy_...
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Lists certificates.
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python
train
33.3
inasafe/inasafe
safe/report/extractors/action_notes.py
https://github.com/inasafe/inasafe/blob/831d60abba919f6d481dc94a8d988cc205130724/safe/report/extractors/action_notes.py#L54-L201
def notes_assumptions_extractor(impact_report, component_metadata): """Extracting notes and assumptions of the exposure layer :param impact_report: the impact report that acts as a proxy to fetch all the data that extractor needed :type impact_report: safe.report.impact_report.ImpactReport :pa...
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Extracting notes and assumptions of the exposure layer :param impact_report: the impact report that acts as a proxy to fetch all the data that extractor needed :type impact_report: safe.report.impact_report.ImpactReport :param component_metadata: the component metadata. Used to obtain info...
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python
train
39.858108
jbasko/configmanager
configmanager/sections.py
https://github.com/jbasko/configmanager/blob/1d7229ce367143c7210d8e5f0782de03945a1721/configmanager/sections.py#L536-L587
def load_values(self, dictionary, as_defaults=False, flat=False): """ Import config values from a dictionary. When ``as_defaults`` is set to ``True``, the values imported will be set as defaults. This can be used to declare the sections and items of configuration. Values...
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Import config values from a dictionary. When ``as_defaults`` is set to ``True``, the values imported will be set as defaults. This can be used to declare the sections and items of configuration. Values of sections and items in ``dictionary`` can be dictionaries as well as instan...
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python
train
40.653846
fedora-python/pyp2rpm
pyp2rpm/archive.py
https://github.com/fedora-python/pyp2rpm/blob/853eb3d226689a5ccdcdb9358b1a3394fafbd2b5/pyp2rpm/archive.py#L27-L39
def flat_list(lst): """This function flatten given nested list. Argument: nested list Returns: flat list """ if isinstance(lst, list): for item in lst: for i in flat_list(item): yield i else: yield lst
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This function flatten given nested list. Argument: nested list Returns: flat list
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python
train
21
senaite/senaite.core
bika/lims/idserver.py
https://github.com/senaite/senaite.core/blob/7602ce2ea2f9e81eb34e20ce17b98a3e70713f85/bika/lims/idserver.py#L370-L384
def get_seq_number_from_id(id, id_template, prefix, **kw): """Return the sequence number of the given ID """ separator = kw.get("separator", "-") postfix = id.replace(prefix, "").strip(separator) postfix_segments = postfix.split(separator) seq_number = 0 possible_seq_nums = filter(lambda n: ...
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Return the sequence number of the given ID
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python
train
39.666667
Qiskit/qiskit-terra
qiskit/transpiler/coupling.py
https://github.com/Qiskit/qiskit-terra/blob/d4f58d903bc96341b816f7c35df936d6421267d1/qiskit/transpiler/coupling.py#L115-L124
def is_connected(self): """ Test if the graph is connected. Return True if connected, False otherwise """ try: return nx.is_weakly_connected(self.graph) except nx.exception.NetworkXException: return False
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Test if the graph is connected. Return True if connected, False otherwise
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python
test
26.8
theislab/scvelo
scvelo/preprocessing/moments.py
https://github.com/theislab/scvelo/blob/c7a96d70edfe705e86bf364434a9527d4fd8df11/scvelo/preprocessing/moments.py#L10-L61
def moments(data, n_neighbors=30, n_pcs=30, mode='connectivities', method='umap', metric='euclidean', use_rep=None, recurse_neighbors=False, renormalize=False, copy=False): """Computes moments for velocity estimation. Arguments --------- data: :class:`~anndata.AnnData` Annotated dat...
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Computes moments for velocity estimation. Arguments --------- data: :class:`~anndata.AnnData` Annotated data matrix. n_neighbors: `int` (default: 30) Number of neighbors to use. n_pcs: `int` (default: 30) Number of principal components to use. mode: `'connectivities'` or...
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python
train
47.461538
Microsoft/nni
src/sdk/pynni/nni/networkmorphism_tuner/networkmorphism_tuner.py
https://github.com/Microsoft/nni/blob/c7cc8db32da8d2ec77a382a55089f4e17247ce41/src/sdk/pynni/nni/networkmorphism_tuner/networkmorphism_tuner.py#L213-L228
def update(self, other_info, graph, metric_value, model_id): """ Update the controller with evaluation result of a neural architecture. Parameters ---------- other_info: any object In our case it is the father ID in the search tree. graph: Graph An instan...
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Update the controller with evaluation result of a neural architecture. Parameters ---------- other_info: any object In our case it is the father ID in the search tree. graph: Graph An instance of Graph. The trained neural architecture. metric_value: float...
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python
train
37.625
LonamiWebs/Telethon
telethon/tl/custom/messagebutton.py
https://github.com/LonamiWebs/Telethon/blob/1ead9757d366b58c1e0567cddb0196e20f1a445f/telethon/tl/custom/messagebutton.py#L57-L60
def url(self): """The url ``str`` for :tl:`KeyboardButtonUrl` objects.""" if isinstance(self.button, types.KeyboardButtonUrl): return self.button.url
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The url ``str`` for :tl:`KeyboardButtonUrl` objects.
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python
train
43.5
istresearch/scrapy-cluster
redis-monitor/plugins/stats_monitor.py
https://github.com/istresearch/scrapy-cluster/blob/13aaed2349af5d792d6bcbfcadc5563158aeb599/redis-monitor/plugins/stats_monitor.py#L109-L146
def _get_plugin_stats(self, name): ''' Used for getting stats for Plugin based stuff, like Kafka Monitor and Redis Monitor @param name: the main class stats name @return: A formatted dict of stats ''' the_dict = {} keys = self.redis_conn.keys('stats:{n}:...
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Used for getting stats for Plugin based stuff, like Kafka Monitor and Redis Monitor @param name: the main class stats name @return: A formatted dict of stats
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python
train
36.394737
singularityhub/sregistry-cli
sregistry/main/__template__/push.py
https://github.com/singularityhub/sregistry-cli/blob/abc96140a1d15b5e96d83432e1e0e1f4f8f36331/sregistry/main/__template__/push.py#L28-L52
def push(self, path, name, tag=None): '''push an image to Singularity Registry path: should correspond to an absolte image path (or derive it) name: should be the complete uri that the user has requested to push. tag: should correspond with an image tag. This is provided to mirror Docker ''' ...
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push an image to Singularity Registry path: should correspond to an absolte image path (or derive it) name: should be the complete uri that the user has requested to push. tag: should correspond with an image tag. This is provided to mirror Docker
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python
test
37
python-diamond/Diamond
src/diamond/handler/graphite.py
https://github.com/python-diamond/Diamond/blob/0f3eb04327d6d3ed5e53a9967d6c9d2c09714a47/src/diamond/handler/graphite.py#L126-L142
def _send_data(self, data): """ Try to send all data in buffer. """ try: self.socket.sendall(data) self._reset_errors() except: self._close() self._throttle_error("GraphiteHandler: Socket error, " "t...
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Try to send all data in buffer.
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python
train
28.529412
markovmodel/msmtools
msmtools/estimation/sparse/prior.py
https://github.com/markovmodel/msmtools/blob/54dc76dd2113a0e8f3d15d5316abab41402941be/msmtools/estimation/sparse/prior.py#L86-L117
def prior_rev(C, alpha=-1.0): r"""Prior counts for sampling of reversible transition matrices. Prior is defined as b_ij= alpha if i<=j b_ij=0 else The reversible prior adds -1 to the upper triagular part of the given count matrix. This prior respects the fact that for a revers...
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r"""Prior counts for sampling of reversible transition matrices. Prior is defined as b_ij= alpha if i<=j b_ij=0 else The reversible prior adds -1 to the upper triagular part of the given count matrix. This prior respects the fact that for a reversible transition matrix the degrees...
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python
train
24.1875
GemHQ/round-py
round/__init__.py
https://github.com/GemHQ/round-py/blob/d0838f849cd260b1eb5df67ed3c6f2fe56c91c21/round/__init__.py#L65-L89
def authorizer(self, schemes, resource, action, request_args): """Construct the Authorization header for a request. Args: schemes (list of str): Authentication schemes supported for the requested action. resource (str): Object upon which an action is being performed. ...
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Construct the Authorization header for a request. Args: schemes (list of str): Authentication schemes supported for the requested action. resource (str): Object upon which an action is being performed. action (str): Action being performed. request_args (list ...
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python
train
42.76
thieman/dagobah
dagobah/daemon/daemon.py
https://github.com/thieman/dagobah/blob/e624180c2291034960302c9e0b818b65b5a7ee11/dagobah/daemon/daemon.py#L27-L42
def replace_nones(dict_or_list): """Update a dict or list in place to replace 'none' string values with Python None.""" def replace_none_in_value(value): if isinstance(value, basestring) and value.lower() == "none": return None return value items = dict_or_list.iteritems() ...
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Update a dict or list in place to replace 'none' string values with Python None.
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python
train
34.9375
allenai/allennlp
allennlp/semparse/type_declarations/wikitables_lambda_dcs.py
https://github.com/allenai/allennlp/blob/648a36f77db7e45784c047176074f98534c76636/allennlp/semparse/type_declarations/wikitables_lambda_dcs.py#L83-L123
def resolve(self, other: Type) -> Optional[Type]: """See ``PlaceholderType.resolve``""" if not isinstance(other, NltkComplexType): return None expected_second = ComplexType(NUMBER_TYPE, ComplexType(ANY_TYPE, ComplexType(ComplexType(ANY_TYPE, ANY_...
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See ``PlaceholderType.resolve``
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python
train
48.682927
evandempsey/fp-growth
pyfpgrowth/pyfpgrowth.py
https://github.com/evandempsey/fp-growth/blob/6bf4503024e86c5bbea8a05560594f2f7f061c15/pyfpgrowth/pyfpgrowth.py#L148-L155
def mine_patterns(self, threshold): """ Mine the constructed FP tree for frequent patterns. """ if self.tree_has_single_path(self.root): return self.generate_pattern_list() else: return self.zip_patterns(self.mine_sub_trees(threshold))
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Mine the constructed FP tree for frequent patterns.
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python
train
36.5
hazelcast/hazelcast-python-client
hazelcast/proxy/map.py
https://github.com/hazelcast/hazelcast-python-client/blob/3f6639443c23d6d036aa343f8e094f052250d2c1/hazelcast/proxy/map.py#L544-L574
def put_if_absent(self, key, value, ttl=-1): """ Associates the specified key with the given value if it is not already associated. If ttl is provided, entry will expire and get evicted after the ttl. This is equivalent to: >>> if not map.contains_key(key): >>> ...
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Associates the specified key with the given value if it is not already associated. If ttl is provided, entry will expire and get evicted after the ttl. This is equivalent to: >>> if not map.contains_key(key): >>> return map.put(key,value) >>> else: >>...
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python
train
44.774194
6809/MC6809
MC6809/components/mc6809_ops_logic.py
https://github.com/6809/MC6809/blob/6ba2f5106df46689017b5d0b6d84d43b7ee6a240/MC6809/components/mc6809_ops_logic.py#L292-L300
def instruction_ROL_memory(self, opcode, ea, m): """ Rotate memory left """ r = self.ROL(m) # log.debug("$%x ROL memory value $%x << 1 | Carry = $%x and write it to $%x \t| %s" % ( # self.program_counter, # m, r, ea, # self.cfg.mem_info.get_shortest(ea) # )...
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Rotate memory left
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python
train
37.888889
JoeVirtual/KonFoo
konfoo/options.py
https://github.com/JoeVirtual/KonFoo/blob/0c62ef5c2bed4deaf908b34082e4de2544532fdc/konfoo/options.py#L72-L87
def verbose_option(default=False): """ Attaches the option ``verbose`` with its *default* value to the keyword arguments when the option does not exist. All positional arguments and keyword arguments are forwarded unchanged. """ def decorator(method): @wraps(method) def wrapper(*arg...
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Attaches the option ``verbose`` with its *default* value to the keyword arguments when the option does not exist. All positional arguments and keyword arguments are forwarded unchanged.
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python
train
32
pantsbuild/pants
src/python/pants/init/extension_loader.py
https://github.com/pantsbuild/pants/blob/b72e650da0df685824ffdcc71988b8c282d0962d/src/python/pants/init/extension_loader.py#L99-L112
def load_build_configuration_from_source(build_configuration, backends=None): """Installs pants backend packages to provide BUILD file symbols and cli goals. :param BuildConfiguration build_configuration: The BuildConfiguration (for adding aliases). :param backends: An optional list of additional packages to loa...
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python
train
62.357143
cqparts/cqparts
src/cqparts_fasteners/solidtypes/threads/base.py
https://github.com/cqparts/cqparts/blob/018e87e14c2c4d1d40b4bfe6a7e22bcf9baf0a53/src/cqparts_fasteners/solidtypes/threads/base.py#L26-L204
def profile_to_cross_section(profile, lefthand=False, start_count=1, min_vertices=20): r""" Converts a thread profile to it's equivalent cross-section. **Profile:** The thread profile contains a single wire along the XZ plane (note: wire will be projected onto the XZ plane; Y-coords will be ignore...
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r""" Converts a thread profile to it's equivalent cross-section. **Profile:** The thread profile contains a single wire along the XZ plane (note: wire will be projected onto the XZ plane; Y-coords will be ignored). The profile is expected to be of 1 thread rotation, so it's height (along the Z...
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python
train
39.083799
bfarr/kombine
examples/kepler/correlated_likelihood.py
https://github.com/bfarr/kombine/blob/50c946dee5da33e7baab71d9bd6c265ff02ffb13/examples/kepler/correlated_likelihood.py#L8-L23
def generate_covariance(ts, sigma, tau): r"""Generates a covariance matrix according to an squared-exponential autocovariance .. math:: \left\langle x_i x_j \right\rangle = \sigma_0^2 \delta_{ij} + \sigma^2 \exp\left[ - \frac{\left| t_i - t_j\right|^2}{2 \tau^2} \right] """ ndim = ...
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r"""Generates a covariance matrix according to an squared-exponential autocovariance .. math:: \left\langle x_i x_j \right\rangle = \sigma_0^2 \delta_{ij} + \sigma^2 \exp\left[ - \frac{\left| t_i - t_j\right|^2}{2 \tau^2} \right]
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python
train
27.4375
binux/pyspider
pyspider/libs/response.py
https://github.com/binux/pyspider/blob/3fccfabe2b057b7a56d4a4c79dc0dd6cd2239fe9/pyspider/libs/response.py#L129-L137
def json(self): """Returns the json-encoded content of the response, if any.""" if hasattr(self, '_json'): return self._json try: self._json = json.loads(self.text or self.content) except ValueError: self._json = None return self._json
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Returns the json-encoded content of the response, if any.
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python
train
33.666667