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def calculus_integrate(alphabet_size=26, min_depth=0, max_depth=2, nbr_cases=10000): """Generate the calculus integrate dataset. Each sample is a symbolic math expression involving unknown variables. The task is to take the indefinite integral ...
Generate the calculus integrate dataset. Each sample is a symbolic math expression involving unknown variables. The task is to take the indefinite integral of the expression. The target is the resulting expression. Args: alphabet_size: How many possible variables there are. Max 26. min_depth: Minimum ...
Below is the the instruction that describes the task: ### Input: Generate the calculus integrate dataset. Each sample is a symbolic math expression involving unknown variables. The task is to take the indefinite integral of the expression. The target is the resulting expression. Args: alphabet_size: H...
def cannot_convert(self, node, reason=None): """Warn the user that a given chunk of code is not valid Python 3, but that it cannot be converted automatically. First argument is the top-level node for the code in question. Optional second argument is why it can't be converted. ""...
Warn the user that a given chunk of code is not valid Python 3, but that it cannot be converted automatically. First argument is the top-level node for the code in question. Optional second argument is why it can't be converted.
Below is the the instruction that describes the task: ### Input: Warn the user that a given chunk of code is not valid Python 3, but that it cannot be converted automatically. First argument is the top-level node for the code in question. Optional second argument is why it can't be converte...
def _read_namespaced( ctx: ReaderContext, allowed_suffix: Optional[str] = None ) -> Tuple[Optional[str], str]: """Read a namespaced token from the input stream.""" ns: List[str] = [] name: List[str] = [] reader = ctx.reader has_ns = False while True: token = reader.peek() if ...
Read a namespaced token from the input stream.
Below is the the instruction that describes the task: ### Input: Read a namespaced token from the input stream. ### Response: def _read_namespaced( ctx: ReaderContext, allowed_suffix: Optional[str] = None ) -> Tuple[Optional[str], str]: """Read a namespaced token from the input stream.""" ns: List[str]...
def check_network_role(self, public_key): """ Check the public key of a node on the network to see if they are permitted to participate. The roles being checked are the following, from first to last: "network" "default" The first role that is ...
Check the public key of a node on the network to see if they are permitted to participate. The roles being checked are the following, from first to last: "network" "default" The first role that is set will be the one used to enforce if the ...
Below is the the instruction that describes the task: ### Input: Check the public key of a node on the network to see if they are permitted to participate. The roles being checked are the following, from first to last: "network" "default" The firs...
def _loglr(self): r"""Computes the log likelihood ratio, .. math:: \log \mathcal{L}(\Theta) = I_0 \left(\left|\sum_i O(h^0_i, d_i)\right|\right) - \frac{1}{2}\left<h^0_i, h^0_i\right>, at the current point in parameter space :math:`\Theta`. Ret...
r"""Computes the log likelihood ratio, .. math:: \log \mathcal{L}(\Theta) = I_0 \left(\left|\sum_i O(h^0_i, d_i)\right|\right) - \frac{1}{2}\left<h^0_i, h^0_i\right>, at the current point in parameter space :math:`\Theta`. Returns ------- ...
Below is the the instruction that describes the task: ### Input: r"""Computes the log likelihood ratio, .. math:: \log \mathcal{L}(\Theta) = I_0 \left(\left|\sum_i O(h^0_i, d_i)\right|\right) - \frac{1}{2}\left<h^0_i, h^0_i\right>, at the current point in ...
def _plot_MLmodel(ax, sampler, modelidx, e_range, e_npoints, e_unit, sed): """compute and plot ML model""" ML, MLp, MLerr, ML_model = _calc_ML( sampler, modelidx, e_range=e_range, e_npoints=e_npoints ) f_unit, sedf = sed_conversion(ML_model[0], ML_model[1].unit, sed) ax.loglog( ML_...
compute and plot ML model
Below is the the instruction that describes the task: ### Input: compute and plot ML model ### Response: def _plot_MLmodel(ax, sampler, modelidx, e_range, e_npoints, e_unit, sed): """compute and plot ML model""" ML, MLp, MLerr, ML_model = _calc_ML( sampler, modelidx, e_range=e_range, e_npoints=e_n...
def genOutputs(self, code, match): """Return a list out template outputs based on the triggers found in the code and the template they create. """ out = sorted((k, match.output(m)) for (k, m) in self.collectTriggers(match.match, code).items()) out = list(ma...
Return a list out template outputs based on the triggers found in the code and the template they create.
Below is the the instruction that describes the task: ### Input: Return a list out template outputs based on the triggers found in the code and the template they create. ### Response: def genOutputs(self, code, match): """Return a list out template outputs based on the triggers found in the...
def get_signalcheck(self, sar, **params): """get_signalcheck - perform a signal check. Parameters ---------- sar : dict signal-api-request specified as a dictionary of parameters. All of these parameters are optional. For details check https://api.po...
get_signalcheck - perform a signal check. Parameters ---------- sar : dict signal-api-request specified as a dictionary of parameters. All of these parameters are optional. For details check https://api.postcode.nl/documentation/signal-api-example. ...
Below is the the instruction that describes the task: ### Input: get_signalcheck - perform a signal check. Parameters ---------- sar : dict signal-api-request specified as a dictionary of parameters. All of these parameters are optional. For details chec...
def confirm(*args, **kwargs): """Prompt for confirmation (yes/no) and handle any abort exceptions.""" try: return click.confirm(*args, **kwargs) except click.Abort: return False
Prompt for confirmation (yes/no) and handle any abort exceptions.
Below is the the instruction that describes the task: ### Input: Prompt for confirmation (yes/no) and handle any abort exceptions. ### Response: def confirm(*args, **kwargs): """Prompt for confirmation (yes/no) and handle any abort exceptions.""" try: return click.confirm(*args, **kwargs) excep...
def replace_from_url(self, url, **kwds): """ Endpoint: /photo/<id>replace.json Import a photo from the specified URL to replace this photo. """ result = self._client.photo.replace_from_url(self, url, **kwds) self._replace_fields(result.get_fields())
Endpoint: /photo/<id>replace.json Import a photo from the specified URL to replace this photo.
Below is the the instruction that describes the task: ### Input: Endpoint: /photo/<id>replace.json Import a photo from the specified URL to replace this photo. ### Response: def replace_from_url(self, url, **kwds): """ Endpoint: /photo/<id>replace.json Import a photo from the spec...
def pip_upgrade_all_user(line): """Attempt to upgrade all packages installed with --user""" import pip for dist in pip.get_installed_distributions(user_only=True): do_pip(["install", "--upgrade", "--user", dist.project_name])
Attempt to upgrade all packages installed with --user
Below is the the instruction that describes the task: ### Input: Attempt to upgrade all packages installed with --user ### Response: def pip_upgrade_all_user(line): """Attempt to upgrade all packages installed with --user""" import pip for dist in pip.get_installed_distributions(user_only=True): ...
def recombine(self, other, d=0.7): """ Genetic recombination of two themes using cut and splice technique. """ a, b = self, other d1 = max(0, min(d, 1)) d2 = d1 c = ColorTheme( name=a.name[:int(len(a.name) * d1)] + b.name[int(len(b.na...
Genetic recombination of two themes using cut and splice technique.
Below is the the instruction that describes the task: ### Input: Genetic recombination of two themes using cut and splice technique. ### Response: def recombine(self, other, d=0.7): """ Genetic recombination of two themes using cut and splice technique. """ a, b = self, other ...
def add_contents(self, dest, contents): """Add file contents to the archive under ``dest``. If ``dest`` is a path, it will be added compressed and world-readable (user-writeable). You may also pass a :py:class:`~zipfile.ZipInfo` for custom behavior. """ assert not self....
Add file contents to the archive under ``dest``. If ``dest`` is a path, it will be added compressed and world-readable (user-writeable). You may also pass a :py:class:`~zipfile.ZipInfo` for custom behavior.
Below is the the instruction that describes the task: ### Input: Add file contents to the archive under ``dest``. If ``dest`` is a path, it will be added compressed and world-readable (user-writeable). You may also pass a :py:class:`~zipfile.ZipInfo` for custom behavior. ### Response: def ...
def get_context_tags(self): """ Returns a dictionary of context tag key/value pairs. """ self.assert_open() if self.has_context_tags: tags = self.handle[self.global_key + 'context_tags'].attrs.items() return {key: _clean(value) for key, value in tags} retu...
Returns a dictionary of context tag key/value pairs.
Below is the the instruction that describes the task: ### Input: Returns a dictionary of context tag key/value pairs. ### Response: def get_context_tags(self): """ Returns a dictionary of context tag key/value pairs. """ self.assert_open() if self.has_context_tags: tags ...
def fragment(args): """ %prog fragment fastafile enzyme Cut the fastafile using the specified enzyme, and grab upstream and downstream nucleotide sequence along with the cut site. In this case, the sequences extracted are: |- PstI ============|=========== (-------) ...
%prog fragment fastafile enzyme Cut the fastafile using the specified enzyme, and grab upstream and downstream nucleotide sequence along with the cut site. In this case, the sequences extracted are: |- PstI ============|=========== (-------) Sometimes we need to limit ...
Below is the the instruction that describes the task: ### Input: %prog fragment fastafile enzyme Cut the fastafile using the specified enzyme, and grab upstream and downstream nucleotide sequence along with the cut site. In this case, the sequences extracted are: |- PstI ==========...
def baby_names(max_length=15): """Opens the baby_names csv file and produces numpy array. Args: max_length: The maximum length, 15 was the longest name when this was written. Short entries will be padded with the EOS marker. Returns: A numpy array of the names converted to ascii codes, the labels ...
Opens the baby_names csv file and produces numpy array. Args: max_length: The maximum length, 15 was the longest name when this was written. Short entries will be padded with the EOS marker. Returns: A numpy array of the names converted to ascii codes, the labels and an array of lengths. Raise...
Below is the the instruction that describes the task: ### Input: Opens the baby_names csv file and produces numpy array. Args: max_length: The maximum length, 15 was the longest name when this was written. Short entries will be padded with the EOS marker. Returns: A numpy array of the names conv...
def destroy( self, request, pk=None, parent_lookup_seedteam=None, parent_lookup_seedteam__organization=None): '''Remove a user from an organization.''' user = self.get_object() team = self.check_team_permissions( request, parent_lookup_seedteam, pa...
Remove a user from an organization.
Below is the the instruction that describes the task: ### Input: Remove a user from an organization. ### Response: def destroy( self, request, pk=None, parent_lookup_seedteam=None, parent_lookup_seedteam__organization=None): '''Remove a user from an organization.''' user = s...
def compose_gerrit(projects): """ Compose projects.json for gerrit, but using the git lists change: 'http://git.eclipse.org/gitroot/xwt/org.eclipse.xwt.git' to: 'git.eclipse.org_xwt/org.eclipse.xwt :param projects: projects.json :return: projects.json with gerrit """ git_projects = [projec...
Compose projects.json for gerrit, but using the git lists change: 'http://git.eclipse.org/gitroot/xwt/org.eclipse.xwt.git' to: 'git.eclipse.org_xwt/org.eclipse.xwt :param projects: projects.json :return: projects.json with gerrit
Below is the the instruction that describes the task: ### Input: Compose projects.json for gerrit, but using the git lists change: 'http://git.eclipse.org/gitroot/xwt/org.eclipse.xwt.git' to: 'git.eclipse.org_xwt/org.eclipse.xwt :param projects: projects.json :return: projects.json with gerrit ###...
def getParent(abfFname): """given an ABF file name, return the ABF of its parent.""" child=os.path.abspath(abfFname) files=sorted(glob.glob(os.path.dirname(child)+"/*.*")) parentID=abfFname #its own parent for fname in files: if fname.endswith(".abf") and fname.replace(".abf",".TIF") in file...
given an ABF file name, return the ABF of its parent.
Below is the the instruction that describes the task: ### Input: given an ABF file name, return the ABF of its parent. ### Response: def getParent(abfFname): """given an ABF file name, return the ABF of its parent.""" child=os.path.abspath(abfFname) files=sorted(glob.glob(os.path.dirname(child)+"/*.*")...
def parse_line_headers(self, line): """We must build headers carefully: there are multiple blank values in the header row, and the instrument may just add more for all we know. """ headers = line.split(",") for i, v in enumerate(headers): if v: ...
We must build headers carefully: there are multiple blank values in the header row, and the instrument may just add more for all we know.
Below is the the instruction that describes the task: ### Input: We must build headers carefully: there are multiple blank values in the header row, and the instrument may just add more for all we know. ### Response: def parse_line_headers(self, line): """We must build headers carefully: th...
def split_gtf(gtf, sample_size=None, out_dir=None): """ split a GTF file into two equal parts, randomly selecting genes. sample_size will select up to sample_size genes in total """ if out_dir: part1_fn = os.path.basename(os.path.splitext(gtf)[0]) + ".part1.gtf" part2_fn = os.path.ba...
split a GTF file into two equal parts, randomly selecting genes. sample_size will select up to sample_size genes in total
Below is the the instruction that describes the task: ### Input: split a GTF file into two equal parts, randomly selecting genes. sample_size will select up to sample_size genes in total ### Response: def split_gtf(gtf, sample_size=None, out_dir=None): """ split a GTF file into two equal parts, randoml...
def initialize_constraint_table(cfg_list): """Collects all given cfg nodes and initializes the table with value 0.""" for cfg in cfg_list: constraint_table.update(dict.fromkeys(cfg.nodes, 0))
Collects all given cfg nodes and initializes the table with value 0.
Below is the the instruction that describes the task: ### Input: Collects all given cfg nodes and initializes the table with value 0. ### Response: def initialize_constraint_table(cfg_list): """Collects all given cfg nodes and initializes the table with value 0.""" for cfg in cfg_list: constraint_t...
def _check_hosts(service_instance, host, host_names): ''' Helper function that checks to see if the host provided is a vCenter Server or an ESXi host. If it's an ESXi host, returns a list of a single host_name. If a host reference isn't found, we're trying to find a host object for a vCenter server...
Helper function that checks to see if the host provided is a vCenter Server or an ESXi host. If it's an ESXi host, returns a list of a single host_name. If a host reference isn't found, we're trying to find a host object for a vCenter server. Raises a CommandExecutionError in this case, as we need host ref...
Below is the the instruction that describes the task: ### Input: Helper function that checks to see if the host provided is a vCenter Server or an ESXi host. If it's an ESXi host, returns a list of a single host_name. If a host reference isn't found, we're trying to find a host object for a vCenter ser...
def _add_new_columns(dataframe, metrics): """Add new metrics as new columns to selected pandas dataframe. Parameters ---------- dataframe : pandas.DataFrame Selected dataframe needs to be modified. metrics : metric.EvalMetric New metrics to be added. """ #TODO(leodirac): we ...
Add new metrics as new columns to selected pandas dataframe. Parameters ---------- dataframe : pandas.DataFrame Selected dataframe needs to be modified. metrics : metric.EvalMetric New metrics to be added.
Below is the the instruction that describes the task: ### Input: Add new metrics as new columns to selected pandas dataframe. Parameters ---------- dataframe : pandas.DataFrame Selected dataframe needs to be modified. metrics : metric.EvalMetric New metrics to be added. ### Response...
def download_profiles(self, profiles: Set[Profile], profile_pic: bool = True, posts: bool = True, tagged: bool = False, highlights: bool = False, stories: bool = False, fast_update: bool = False, post_filter: Optiona...
High-level method to download set of profiles. :param profiles: Set of profiles to download. :param profile_pic: not :option:`--no-profile-pic`. :param posts: not :option:`--no-posts`. :param tagged: :option:`--tagged`. :param highlights: :option:`--highlights`. :param s...
Below is the the instruction that describes the task: ### Input: High-level method to download set of profiles. :param profiles: Set of profiles to download. :param profile_pic: not :option:`--no-profile-pic`. :param posts: not :option:`--no-posts`. :param tagged: :option:`--tagged`...
def get_agents_by_resource(self, resource_id): """Gets the list of ``Agents`` mapped to a ``Resource``. arg: resource_id (osid.id.Id): ``Id`` of a ``Resource`` return: (osid.authentication.AgentList) - list of agents raise: NotFound - ``resource_id`` is not found raise: Nul...
Gets the list of ``Agents`` mapped to a ``Resource``. arg: resource_id (osid.id.Id): ``Id`` of a ``Resource`` return: (osid.authentication.AgentList) - list of agents raise: NotFound - ``resource_id`` is not found raise: NullArgument - ``resource_id`` is ``null`` raise: Op...
Below is the the instruction that describes the task: ### Input: Gets the list of ``Agents`` mapped to a ``Resource``. arg: resource_id (osid.id.Id): ``Id`` of a ``Resource`` return: (osid.authentication.AgentList) - list of agents raise: NotFound - ``resource_id`` is not found ...
def run(parser, args, output_file=sys.stdout): """Run command line interface.""" # Try loading results file (if requested) result_storage = {} if args.store: args.store.seek(0) try: result_storage = pickle.load(args.store) except EOFError: pass arg...
Run command line interface.
Below is the the instruction that describes the task: ### Input: Run command line interface. ### Response: def run(parser, args, output_file=sys.stdout): """Run command line interface.""" # Try loading results file (if requested) result_storage = {} if args.store: args.store.seek(0) ...
def inflect(self, text): """ Perform inflections in a string. e.g. inflect('The plural of cat is plural(cat)') returns 'The plural of cat is cats' can use plural, plural_noun, plural_verb, plural_adj, singular_noun, a, an, no, ordinal, number_to_words, and presp...
Perform inflections in a string. e.g. inflect('The plural of cat is plural(cat)') returns 'The plural of cat is cats' can use plural, plural_noun, plural_verb, plural_adj, singular_noun, a, an, no, ordinal, number_to_words, and prespart
Below is the the instruction that describes the task: ### Input: Perform inflections in a string. e.g. inflect('The plural of cat is plural(cat)') returns 'The plural of cat is cats' can use plural, plural_noun, plural_verb, plural_adj, singular_noun, a, an, no, ordinal, number_to_...
def get_factory_kwargs(self): """ Returns the keyword arguments for calling the formset factory """ kwargs = super(BaseInlineFormSetFactory, self).get_factory_kwargs() kwargs.setdefault('fields', self.fields) kwargs.setdefault('exclude', self.exclude) if self.get...
Returns the keyword arguments for calling the formset factory
Below is the the instruction that describes the task: ### Input: Returns the keyword arguments for calling the formset factory ### Response: def get_factory_kwargs(self): """ Returns the keyword arguments for calling the formset factory """ kwargs = super(BaseInlineFormSetFactory, s...
def calc_variance(grad_dict, num_batches, param_names): """Calculates the variance of the gradients per epoch for each parameter w.r.t number of batches Parameters ---------- grad_dict: dict dictionary that maps parameter name to gradients in the mod executor group num_batches: int ...
Calculates the variance of the gradients per epoch for each parameter w.r.t number of batches Parameters ---------- grad_dict: dict dictionary that maps parameter name to gradients in the mod executor group num_batches: int number of batches param_names: str parameter name i...
Below is the the instruction that describes the task: ### Input: Calculates the variance of the gradients per epoch for each parameter w.r.t number of batches Parameters ---------- grad_dict: dict dictionary that maps parameter name to gradients in the mod executor group num_batches: int ...
def q(self, val): """ Setter method for q. """ self._q = np.asarray(val) self.Q = cumsum(val)
Setter method for q.
Below is the the instruction that describes the task: ### Input: Setter method for q. ### Response: def q(self, val): """ Setter method for q. """ self._q = np.asarray(val) self.Q = cumsum(val)
def query(self, sql_string, *args, **kwargs): """ Execute a DML query :sql_string: An SQL string template :*args: Arguments to be passed for query parameters. :commit: Whether or not to commit the transaction after the query :returns: Psycopg2 r...
Execute a DML query :sql_string: An SQL string template :*args: Arguments to be passed for query parameters. :commit: Whether or not to commit the transaction after the query :returns: Psycopg2 result
Below is the the instruction that describes the task: ### Input: Execute a DML query :sql_string: An SQL string template :*args: Arguments to be passed for query parameters. :commit: Whether or not to commit the transaction after the query :returns: Psycopg2...
def _find_longest_internal_edge(self, node): '''return the node that has the longest branch length between the given node and the root Parameters ---------- node: dendropy.Tree a node from the tree Returns ------- The node...
return the node that has the longest branch length between the given node and the root Parameters ---------- node: dendropy.Tree a node from the tree Returns ------- The node that has the largest length between the node and the ro...
Below is the the instruction that describes the task: ### Input: return the node that has the longest branch length between the given node and the root Parameters ---------- node: dendropy.Tree a node from the tree Returns ------- ...
def L_diffuser_outer(sed_inputs=sed_dict): """Return the outer length of each diffuser in the sedimentation tank. Parameters ---------- sed_inputs : dict A dictionary of all of the constant inputs needed for sedimentation tank calculations can be found in sed.yaml Returns -------...
Return the outer length of each diffuser in the sedimentation tank. Parameters ---------- sed_inputs : dict A dictionary of all of the constant inputs needed for sedimentation tank calculations can be found in sed.yaml Returns ------- float Outer length of each diffuser i...
Below is the the instruction that describes the task: ### Input: Return the outer length of each diffuser in the sedimentation tank. Parameters ---------- sed_inputs : dict A dictionary of all of the constant inputs needed for sedimentation tank calculations can be found in sed.yaml ...
def query(self, w, ed=1): # Can only handle ed=1 """ Finds the fuzzy matches (within edit distance 1) of w from words """ assert ed <= self._ed if ed == 0: return [w] if w in self._L else [''] w = str(w) n = len(w) prefix, suffix = w[:n // 2]...
Finds the fuzzy matches (within edit distance 1) of w from words
Below is the the instruction that describes the task: ### Input: Finds the fuzzy matches (within edit distance 1) of w from words ### Response: def query(self, w, ed=1): # Can only handle ed=1 """ Finds the fuzzy matches (within edit distance 1) of w from words """ assert ed <= se...
def _is_intrinsic_dict(self, input): """ Can the input represent an intrinsic function in it? :param input: Object to be checked :return: True, if the input contains a supported intrinsic function. False otherwise """ # All intrinsic functions are dictionaries with just...
Can the input represent an intrinsic function in it? :param input: Object to be checked :return: True, if the input contains a supported intrinsic function. False otherwise
Below is the the instruction that describes the task: ### Input: Can the input represent an intrinsic function in it? :param input: Object to be checked :return: True, if the input contains a supported intrinsic function. False otherwise ### Response: def _is_intrinsic_dict(self, input): ...
def is_absolute(self): """ Validates that uri contains all parts except version """ return self.namespace and self.ext and self.scheme and self.path
Validates that uri contains all parts except version
Below is the the instruction that describes the task: ### Input: Validates that uri contains all parts except version ### Response: def is_absolute(self): """ Validates that uri contains all parts except version """ return self.namespace and self.ext and self.scheme and self.path
def until(coro, coro_test, assert_coro=None, *args, **kw): """ Repeatedly call `coro` coroutine function until `coro_test` returns `True`. This function is the inverse of `paco.whilst()`. This function is a coroutine. Arguments: coro (coroutinefunction): coroutine function to execute. ...
Repeatedly call `coro` coroutine function until `coro_test` returns `True`. This function is the inverse of `paco.whilst()`. This function is a coroutine. Arguments: coro (coroutinefunction): coroutine function to execute. coro_test (coroutinefunction): coroutine function to test. ...
Below is the the instruction that describes the task: ### Input: Repeatedly call `coro` coroutine function until `coro_test` returns `True`. This function is the inverse of `paco.whilst()`. This function is a coroutine. Arguments: coro (coroutinefunction): coroutine function to execute. ...
def markdown(text, html=False, valid_tags=GFM_TAGS): """ Return Markdown rendered text using GitHub Flavoured Markdown, with HTML escaped and syntax-highlighting enabled. """ if text is None: return None if html: return Markup(sanitize_html(markdown_convert_html(gfm(text)), valid...
Return Markdown rendered text using GitHub Flavoured Markdown, with HTML escaped and syntax-highlighting enabled.
Below is the the instruction that describes the task: ### Input: Return Markdown rendered text using GitHub Flavoured Markdown, with HTML escaped and syntax-highlighting enabled. ### Response: def markdown(text, html=False, valid_tags=GFM_TAGS): """ Return Markdown rendered text using GitHub Flavoured ...
def static(cls, text, token=Token): """ Create a :class:`.BeforeInput` instance that always inserts the same text. """ def get_static_tokens(cli): return [(token, text)] return cls(get_static_tokens)
Create a :class:`.BeforeInput` instance that always inserts the same text.
Below is the the instruction that describes the task: ### Input: Create a :class:`.BeforeInput` instance that always inserts the same text. ### Response: def static(cls, text, token=Token): """ Create a :class:`.BeforeInput` instance that always inserts the same text. """ ...
def new_parser(self): """ Create a command line argument parser Add a few default flags, such as --version for displaying the program version when invoked """ parser = argparse.ArgumentParser(description=self.description) parser.add_argument( '--version', help='show...
Create a command line argument parser Add a few default flags, such as --version for displaying the program version when invoked
Below is the the instruction that describes the task: ### Input: Create a command line argument parser Add a few default flags, such as --version for displaying the program version when invoked ### Response: def new_parser(self): """ Create a command line argument parser Add a few...
def matches(self, desc): """Determines if a given label descriptor matches this enum instance Args: desc (:class:`endpoints_management.gen.servicemanagement_v1_messages.LabelDescriptor`): the instance to test Return: `True` if desc is supported, otherwise `F...
Determines if a given label descriptor matches this enum instance Args: desc (:class:`endpoints_management.gen.servicemanagement_v1_messages.LabelDescriptor`): the instance to test Return: `True` if desc is supported, otherwise `False`
Below is the the instruction that describes the task: ### Input: Determines if a given label descriptor matches this enum instance Args: desc (:class:`endpoints_management.gen.servicemanagement_v1_messages.LabelDescriptor`): the instance to test Return: `True` i...
def removekeyword(self, keyword): """Remove a table keyword. Similar to :func:`getkeyword` the name can consist of multiple parts. In that case a field in a struct will be removed. Instead of a keyword name an index can be given which removes the i-th keyword. """ ...
Remove a table keyword. Similar to :func:`getkeyword` the name can consist of multiple parts. In that case a field in a struct will be removed. Instead of a keyword name an index can be given which removes the i-th keyword.
Below is the the instruction that describes the task: ### Input: Remove a table keyword. Similar to :func:`getkeyword` the name can consist of multiple parts. In that case a field in a struct will be removed. Instead of a keyword name an index can be given which removes the i-th ke...
def scale_axes_from_data(self): """Restrict data limits for Y-axis based on what you can see """ # get tight limits for X-axis if self.args.xmin is None: self.args.xmin = min(ts.xspan[0] for ts in self.timeseries) if self.args.xmax is None: self.args.xmax ...
Restrict data limits for Y-axis based on what you can see
Below is the the instruction that describes the task: ### Input: Restrict data limits for Y-axis based on what you can see ### Response: def scale_axes_from_data(self): """Restrict data limits for Y-axis based on what you can see """ # get tight limits for X-axis if self.args.xmin i...
def h_boiling_Amalfi(m, x, Dh, rhol, rhog, mul, mug, kl, Hvap, sigma, q, A_channel_flow, chevron_angle=45): r'''Calculates the two-phase boiling heat transfer coefficient of a liquid and gas flowing inside a plate and frame heat exchanger, as developed in [1]_ from a wide range of exi...
r'''Calculates the two-phase boiling heat transfer coefficient of a liquid and gas flowing inside a plate and frame heat exchanger, as developed in [1]_ from a wide range of existing correlations and data sets. Expected to be the most accurate correlation currently available. For Bond number < 4 (tin...
Below is the the instruction that describes the task: ### Input: r'''Calculates the two-phase boiling heat transfer coefficient of a liquid and gas flowing inside a plate and frame heat exchanger, as developed in [1]_ from a wide range of existing correlations and data sets. Expected to be the most ac...
def find_element_by_xpath(self, xpath): """ Finds an element by xpath. :param xpath: The xpath locator of the element to find. :return: ElemLxml See lxml xpath expressions `here <http://lxml.de/xpathxslt.html#xpath>`_ """ elems = self.find_elements_by_xp...
Finds an element by xpath. :param xpath: The xpath locator of the element to find. :return: ElemLxml See lxml xpath expressions `here <http://lxml.de/xpathxslt.html#xpath>`_
Below is the the instruction that describes the task: ### Input: Finds an element by xpath. :param xpath: The xpath locator of the element to find. :return: ElemLxml See lxml xpath expressions `here <http://lxml.de/xpathxslt.html#xpath>`_ ### Response: def find_element_by_xpath(se...
def _derZ(self,x,y,z): ''' Returns the first derivative of the function with respect to Z at each value in (x,y,z). Only called internally by HARKinterpolator3D._derZ. ''' m = len(x) temp = np.zeros((m,self.funcCount)) for j in range(self.funcCount): ...
Returns the first derivative of the function with respect to Z at each value in (x,y,z). Only called internally by HARKinterpolator3D._derZ.
Below is the the instruction that describes the task: ### Input: Returns the first derivative of the function with respect to Z at each value in (x,y,z). Only called internally by HARKinterpolator3D._derZ. ### Response: def _derZ(self,x,y,z): ''' Returns the first derivative of the functio...
def location(self, x=None, y=None): """Return a context manager for temporarily moving the cursor. Move the cursor to a certain position on entry, let you print stuff there, then return the cursor to its original position:: term = Terminal() with term.location(2, 5): ...
Return a context manager for temporarily moving the cursor. Move the cursor to a certain position on entry, let you print stuff there, then return the cursor to its original position:: term = Terminal() with term.location(2, 5): print('Hello, world!') ...
Below is the the instruction that describes the task: ### Input: Return a context manager for temporarily moving the cursor. Move the cursor to a certain position on entry, let you print stuff there, then return the cursor to its original position:: term = Terminal() with t...
def rename_fields(layer, fields_to_copy): """Rename fields inside an attribute table. Only since QGIS 2.16. :param layer: The vector layer. :type layer: QgsVectorLayer :param fields_to_copy: Dictionary of fields to copy. :type fields_to_copy: dict """ for field in fields_to_copy: ...
Rename fields inside an attribute table. Only since QGIS 2.16. :param layer: The vector layer. :type layer: QgsVectorLayer :param fields_to_copy: Dictionary of fields to copy. :type fields_to_copy: dict
Below is the the instruction that describes the task: ### Input: Rename fields inside an attribute table. Only since QGIS 2.16. :param layer: The vector layer. :type layer: QgsVectorLayer :param fields_to_copy: Dictionary of fields to copy. :type fields_to_copy: dict ### Response: def rename...
def expose_init(self, *args): """Process the drawing routine """ # Obtain a reference to the OpenGL drawable # and rendering context. gldrawable = self.get_gl_drawable() glcontext = self.get_gl_context() # OpenGL begin if not gldrawable or not gldrawable....
Process the drawing routine
Below is the the instruction that describes the task: ### Input: Process the drawing routine ### Response: def expose_init(self, *args): """Process the drawing routine """ # Obtain a reference to the OpenGL drawable # and rendering context. gldrawable = self.get_gl_drawable(...
def editMonitor(self, monitorID, monitorStatus=None, monitorFriendlyName=None, monitorURL=None, monitorType=None, monitorSubType=None, monitorPort=None, monitorKeywordType=None, monitorKeywordValue=None, monitorHTTPUsername=None, monitorHTTPPassword=None, monitorAlertContacts=Non...
monitorID is the only required object. All others are optional and must be quoted. Returns Response object from api.
Below is the the instruction that describes the task: ### Input: monitorID is the only required object. All others are optional and must be quoted. Returns Response object from api. ### Response: def editMonitor(self, monitorID, monitorStatus=None, monitorFriendlyName=None, monitorURL=None, monitorType=Non...
def query(self, model, **kwargs): '''Create a new :class:`Query` for *model*.''' sm = self.model(model) query_class = sm.manager.query_class or Query return query_class(sm._meta, self, **kwargs)
Create a new :class:`Query` for *model*.
Below is the the instruction that describes the task: ### Input: Create a new :class:`Query` for *model*. ### Response: def query(self, model, **kwargs): '''Create a new :class:`Query` for *model*.''' sm = self.model(model) query_class = sm.manager.query_class or Query return qu...
def select_unaligned_read_pairs(in_bam, extra, out_dir, config): """Retrieve unaligned read pairs from input alignment BAM, as two fastq files. """ runner = broad.runner_from_config(config) base, ext = os.path.splitext(os.path.basename(in_bam)) nomap_bam = os.path.join(out_dir, "{}-{}{}".format(base...
Retrieve unaligned read pairs from input alignment BAM, as two fastq files.
Below is the the instruction that describes the task: ### Input: Retrieve unaligned read pairs from input alignment BAM, as two fastq files. ### Response: def select_unaligned_read_pairs(in_bam, extra, out_dir, config): """Retrieve unaligned read pairs from input alignment BAM, as two fastq files. """ ...
def format_coord(self, x, y): """Format displayed coordinates during mouseover of axes.""" p, b = stereonet_math.geographic2plunge_bearing(x, y) s, d = stereonet_math.geographic2pole(x, y) pb = u'P/B={:0.0f}\u00b0/{:03.0f}\u00b0'.format(p[0], b[0]) sd = u'S/D={:03.0f}\u00b0/{:0.0...
Format displayed coordinates during mouseover of axes.
Below is the the instruction that describes the task: ### Input: Format displayed coordinates during mouseover of axes. ### Response: def format_coord(self, x, y): """Format displayed coordinates during mouseover of axes.""" p, b = stereonet_math.geographic2plunge_bearing(x, y) s, d = stere...
def strip_number(self): """The number of the strip that has changed state, with 0 being the first strip. On tablets with only one strip, this method always returns 0. For events not of type :attr:`~libinput.constant.EventType.TABLET_PAD_STRIP`, this property raises :exc:`AttributeError`. Returns: in...
The number of the strip that has changed state, with 0 being the first strip. On tablets with only one strip, this method always returns 0. For events not of type :attr:`~libinput.constant.EventType.TABLET_PAD_STRIP`, this property raises :exc:`AttributeError`. Returns: int: The index of the strip tha...
Below is the the instruction that describes the task: ### Input: The number of the strip that has changed state, with 0 being the first strip. On tablets with only one strip, this method always returns 0. For events not of type :attr:`~libinput.constant.EventType.TABLET_PAD_STRIP`, this property raises ...
def hashable(data, v): """Determine whether `v` can be hashed.""" try: data[v] except (TypeError, KeyError, IndexError): return False return True
Determine whether `v` can be hashed.
Below is the the instruction that describes the task: ### Input: Determine whether `v` can be hashed. ### Response: def hashable(data, v): """Determine whether `v` can be hashed.""" try: data[v] except (TypeError, KeyError, IndexError): return False return True
def get_history_entry_record(endianess, hist_date_time_flag, tm_format, event_number_flag, hist_seq_nbr_flag, data): """ Return data formatted into a log entry. :param str endianess: The endianess to use when packing values ('>' or '<') :param bool hist_date_time_flag: Whether or not a time stamp is included. :pa...
Return data formatted into a log entry. :param str endianess: The endianess to use when packing values ('>' or '<') :param bool hist_date_time_flag: Whether or not a time stamp is included. :param int tm_format: The format that the data is packed in, this typically corresponds with the value in the GEN_CONFIG_TB...
Below is the the instruction that describes the task: ### Input: Return data formatted into a log entry. :param str endianess: The endianess to use when packing values ('>' or '<') :param bool hist_date_time_flag: Whether or not a time stamp is included. :param int tm_format: The format that the data is packed ...
def get_bench_api(self): """ Extend bench functionality with these new commands :return: Dictionary """ # Extend bench functionality with these new commands ret_dict = dict() ret_dict["assertTraceDoesNotContain"] = asserts.assertTraceDoesNotContain ret_dic...
Extend bench functionality with these new commands :return: Dictionary
Below is the the instruction that describes the task: ### Input: Extend bench functionality with these new commands :return: Dictionary ### Response: def get_bench_api(self): """ Extend bench functionality with these new commands :return: Dictionary """ # Extend benc...
def _K(m): """ matrix K_m from Wiktorsson2001 """ M = m*(m - 1)//2 K = np.zeros((M, m**2), dtype=np.int64) row = 0 for j in range(1, m): col = (j - 1)*m + j s = m - j K[row:(row+s), col:(col+s)] = np.eye(s) row += s return K
matrix K_m from Wiktorsson2001
Below is the the instruction that describes the task: ### Input: matrix K_m from Wiktorsson2001 ### Response: def _K(m): """ matrix K_m from Wiktorsson2001 """ M = m*(m - 1)//2 K = np.zeros((M, m**2), dtype=np.int64) row = 0 for j in range(1, m): col = (j - 1)*m + j s = m - j ...
def deep_merge(dict_one, dict_two): ''' Deep merge two dicts. ''' merged = dict_one.copy() for key, value in dict_two.items(): # value is equivalent to dict_two[key] if (key in dict_one and isinstance(dict_one[key], dict) and isinstance(value, dict)): ...
Deep merge two dicts.
Below is the the instruction that describes the task: ### Input: Deep merge two dicts. ### Response: def deep_merge(dict_one, dict_two): ''' Deep merge two dicts. ''' merged = dict_one.copy() for key, value in dict_two.items(): # value is equivalent to dict_two[key] if (key in d...
def snapshots(self): """ Provides access to snapshot management methods for the given entry. API reference: https://www.contentful.com/developers/docs/references/content-management-api/#/reference/snapshots :return: :class:`EntrySnapshotsProxy <contentful_management.entry_snapshots_pro...
Provides access to snapshot management methods for the given entry. API reference: https://www.contentful.com/developers/docs/references/content-management-api/#/reference/snapshots :return: :class:`EntrySnapshotsProxy <contentful_management.entry_snapshots_proxy.EntrySnapshotsProxy>` object. ...
Below is the the instruction that describes the task: ### Input: Provides access to snapshot management methods for the given entry. API reference: https://www.contentful.com/developers/docs/references/content-management-api/#/reference/snapshots :return: :class:`EntrySnapshotsProxy <contentful_ma...
def name(self): """str: name of the file entry, which does not include the full path.""" # The root directory file name is typically '.', dfVFS however uses ''. if self._is_root: return '' mft_attribute = getattr(self.path_spec, 'mft_attribute', None) if mft_attribute is not None: retur...
str: name of the file entry, which does not include the full path.
Below is the the instruction that describes the task: ### Input: str: name of the file entry, which does not include the full path. ### Response: def name(self): """str: name of the file entry, which does not include the full path.""" # The root directory file name is typically '.', dfVFS however uses ''. ...
def refreshUi(self): """ Matches the UI state to the current cursor positioning. """ font = self.currentFont() for name in ('underline', 'bold', 'italic', 'strikeOut'): getter = getattr(font, name) act = self._actions[name] ac...
Matches the UI state to the current cursor positioning.
Below is the the instruction that describes the task: ### Input: Matches the UI state to the current cursor positioning. ### Response: def refreshUi(self): """ Matches the UI state to the current cursor positioning. """ font = self.currentFont() for name in ('...
def logpdf(self, mu): """ Log PDF for Cauchy prior Parameters ---------- mu : float Latent variable for which the prior is being formed over Returns ---------- - log(p(mu)) """ if self.transform is not None: mu = s...
Log PDF for Cauchy prior Parameters ---------- mu : float Latent variable for which the prior is being formed over Returns ---------- - log(p(mu))
Below is the the instruction that describes the task: ### Input: Log PDF for Cauchy prior Parameters ---------- mu : float Latent variable for which the prior is being formed over Returns ---------- - log(p(mu)) ### Response: def logpdf(self, mu): ...
async def get_deals(self, **params): """Receives all users deals Accepts: - buyer public key """ if params.get("message"): params = json.loads(params.get("message", "{}")) if not params: return {"error":400, "reason":"Missed required fields"} buyer = params.get("buyer") if not buyer: retur...
Receives all users deals Accepts: - buyer public key
Below is the the instruction that describes the task: ### Input: Receives all users deals Accepts: - buyer public key ### Response: async def get_deals(self, **params): """Receives all users deals Accepts: - buyer public key """ if params.get("message"): params = json.loads(params.get("message", "...
def get_event_teams_attendees(self, id, team_id, **data): """ GET /events/:id/teams/:team_id/attendees/ Returns :format:`attendees` for a single :format:`teams`. """ return self.get("/events/{0}/teams/{0}/attendees/".format(id,team_id), data=data)
GET /events/:id/teams/:team_id/attendees/ Returns :format:`attendees` for a single :format:`teams`.
Below is the the instruction that describes the task: ### Input: GET /events/:id/teams/:team_id/attendees/ Returns :format:`attendees` for a single :format:`teams`. ### Response: def get_event_teams_attendees(self, id, team_id, **data): """ GET /events/:id/teams/:team_id/attendees/ ...
def _forbidden_attributes(obj): """Return the object without the forbidden attributes.""" for key in list(obj.data.keys()): if key in list(obj.reserved_keys.keys()): obj.data.pop(key) return obj
Return the object without the forbidden attributes.
Below is the the instruction that describes the task: ### Input: Return the object without the forbidden attributes. ### Response: def _forbidden_attributes(obj): """Return the object without the forbidden attributes.""" for key in list(obj.data.keys()): if key in list(obj.reserved_keys.keys()): ...
def install(package_name): """Installs a holodeck package. Args: package_name (str): The name of the package to install """ holodeck_path = util.get_holodeck_path() binary_website = "https://s3.amazonaws.com/holodeckworlds/" if package_name not in packages: raise HolodeckExcept...
Installs a holodeck package. Args: package_name (str): The name of the package to install
Below is the the instruction that describes the task: ### Input: Installs a holodeck package. Args: package_name (str): The name of the package to install ### Response: def install(package_name): """Installs a holodeck package. Args: package_name (str): The name of the package to inst...
def CreateInstance(r, mode, name, disk_template, disks, nics, **kwargs): """ Creates a new instance. More details for parameters can be found in the RAPI documentation. @type mode: string @param mode: Instance creation mode @type name: string @param name: Hostname of the...
Creates a new instance. More details for parameters can be found in the RAPI documentation. @type mode: string @param mode: Instance creation mode @type name: string @param name: Hostname of the instance to create @type disk_template: string @param disk_template: Disk template for instance...
Below is the the instruction that describes the task: ### Input: Creates a new instance. More details for parameters can be found in the RAPI documentation. @type mode: string @param mode: Instance creation mode @type name: string @param name: Hostname of the instance to create @type disk_...
def get_instance(self, instance_id, **kwargs): """Get details about a virtual server instance. :param integer instance_id: the instance ID :returns: A dictionary containing a large amount of information about the specified instance. Example:: # Print out ...
Get details about a virtual server instance. :param integer instance_id: the instance ID :returns: A dictionary containing a large amount of information about the specified instance. Example:: # Print out instance ID 12345. vsi = mgr.get_instance(1234...
Below is the the instruction that describes the task: ### Input: Get details about a virtual server instance. :param integer instance_id: the instance ID :returns: A dictionary containing a large amount of information about the specified instance. Example:: #...
def nulldata_script(data: bytes) -> NulldataScript: '''create nulldata (OP_return) script''' stack = StackData.from_bytes(data) return NulldataScript(stack)
create nulldata (OP_return) script
Below is the the instruction that describes the task: ### Input: create nulldata (OP_return) script ### Response: def nulldata_script(data: bytes) -> NulldataScript: '''create nulldata (OP_return) script''' stack = StackData.from_bytes(data) return NulldataScript(stack)
def alphabetize_attributes(self): """ Orders attributes names alphabetically, except for the class attribute, which is kept last. """ self.attributes.sort(key=lambda name: (name == self.class_attr_name, name))
Orders attributes names alphabetically, except for the class attribute, which is kept last.
Below is the the instruction that describes the task: ### Input: Orders attributes names alphabetically, except for the class attribute, which is kept last. ### Response: def alphabetize_attributes(self): """ Orders attributes names alphabetically, except for the class attribute, which is kept last...
def check_balances(self, account=None): ''' Fetches an account balance and makes necessary conversions ''' a = self.account(account) if a is not False and a is not None: self.sbdbal = Amount(a['sbd_balance']).amount self.steembal = Amount(a['balance']).amo...
Fetches an account balance and makes necessary conversions
Below is the the instruction that describes the task: ### Input: Fetches an account balance and makes necessary conversions ### Response: def check_balances(self, account=None): ''' Fetches an account balance and makes necessary conversions ''' a = self.account(account) ...
def get_attributes(self, uuid=None, attribute_names=None): """ Send a GetAttributes request to the server. Args: uuid (string): The ID of the managed object with which the retrieved attributes should be associated. Optional, defaults to None. ...
Send a GetAttributes request to the server. Args: uuid (string): The ID of the managed object with which the retrieved attributes should be associated. Optional, defaults to None. attribute_names (list): A list of AttributeName values indicating ...
Below is the the instruction that describes the task: ### Input: Send a GetAttributes request to the server. Args: uuid (string): The ID of the managed object with which the retrieved attributes should be associated. Optional, defaults to None. attrib...
def is_instance_throughput_too_low(self, inst_id): """ Return whether the throughput of the master instance is greater than the acceptable threshold """ r = self.instance_throughput_ratio(inst_id) if r is None: logger.debug("{} instance {} throughput is not " ...
Return whether the throughput of the master instance is greater than the acceptable threshold
Below is the the instruction that describes the task: ### Input: Return whether the throughput of the master instance is greater than the acceptable threshold ### Response: def is_instance_throughput_too_low(self, inst_id): """ Return whether the throughput of the master instance is greater...
def as_dict(self): """ Json-serializable dict representation of a kpoint """ return {"lattice": self.lattice.as_dict(), "fcoords": list(self.frac_coords), "ccoords": list(self.cart_coords), "label": self.label, "@module": self.__class__.__m...
Json-serializable dict representation of a kpoint
Below is the the instruction that describes the task: ### Input: Json-serializable dict representation of a kpoint ### Response: def as_dict(self): """ Json-serializable dict representation of a kpoint """ return {"lattice": self.lattice.as_dict(), "fcoords": list(se...
def do_db(self, arg): """ [~thread] db <register> - show memory contents as bytes [~thread] db <register-register> - show memory contents as bytes [~thread] db <register> <size> - show memory contents as bytes [~process] db <address> - show memory contents as bytes [~proc...
[~thread] db <register> - show memory contents as bytes [~thread] db <register-register> - show memory contents as bytes [~thread] db <register> <size> - show memory contents as bytes [~process] db <address> - show memory contents as bytes [~process] db <address-address> - show memory co...
Below is the the instruction that describes the task: ### Input: [~thread] db <register> - show memory contents as bytes [~thread] db <register-register> - show memory contents as bytes [~thread] db <register> <size> - show memory contents as bytes [~process] db <address> - show memory conte...
def isargument(self, node): """ checks whether node aliases to a parameter.""" try: node_id, _ = self.node_to_id(node) return (node_id in self.name_to_nodes and any([isinstance(n, ast.Name) and isinstance(n.ctx, ast.Param) ...
checks whether node aliases to a parameter.
Below is the the instruction that describes the task: ### Input: checks whether node aliases to a parameter. ### Response: def isargument(self, node): """ checks whether node aliases to a parameter.""" try: node_id, _ = self.node_to_id(node) return (node_id in self.name_to_n...
def loop_cocoa(kernel): """Start the kernel, coordinating with the Cocoa CFRunLoop event loop via the matplotlib MacOSX backend. """ import matplotlib if matplotlib.__version__ < '1.1.0': kernel.log.warn( "MacOSX backend in matplotlib %s doesn't have a Timer, " "falling back ...
Start the kernel, coordinating with the Cocoa CFRunLoop event loop via the matplotlib MacOSX backend.
Below is the the instruction that describes the task: ### Input: Start the kernel, coordinating with the Cocoa CFRunLoop event loop via the matplotlib MacOSX backend. ### Response: def loop_cocoa(kernel): """Start the kernel, coordinating with the Cocoa CFRunLoop event loop via the matplotlib MacOSX ba...
def log_loss(actual, predicted): """Log of the loss (error) summed over all entries The negative of the logarithm of the frequency (probability) of the predicted label given the true binary label for a category. Arguments: predicted (np.array of float): 2-D table of probabilities for each ...
Log of the loss (error) summed over all entries The negative of the logarithm of the frequency (probability) of the predicted label given the true binary label for a category. Arguments: predicted (np.array of float): 2-D table of probabilities for each category (columns) and each record (ro...
Below is the the instruction that describes the task: ### Input: Log of the loss (error) summed over all entries The negative of the logarithm of the frequency (probability) of the predicted label given the true binary label for a category. Arguments: predicted (np.array of float): 2-D table of ...
def reset(self): """ override reset behavior """ if getattr(self, 'num', None) is None: self.num_inst = 0 self.sum_metric = 0.0 else: self.num_inst = [0] * self.num self.sum_metric = [0.0] * self.num
override reset behavior
Below is the the instruction that describes the task: ### Input: override reset behavior ### Response: def reset(self): """ override reset behavior """ if getattr(self, 'num', None) is None: self.num_inst = 0 self.sum_metric = 0.0 else: se...
def blend(self, proportion=0.2, stratify=False, seed=100, indices=None, add_diff=False): """Blends sequence of models. Parameters ---------- proportion : float, default 0.2 stratify : bool, default False seed : int, default False indices : list(np.ndarray,np.ndar...
Blends sequence of models. Parameters ---------- proportion : float, default 0.2 stratify : bool, default False seed : int, default False indices : list(np.ndarray,np.ndarray), default None Two numpy arrays that contain indices for train/test slicing. ...
Below is the the instruction that describes the task: ### Input: Blends sequence of models. Parameters ---------- proportion : float, default 0.2 stratify : bool, default False seed : int, default False indices : list(np.ndarray,np.ndarray), default None ...
def get_by_username(cls, username): """Get profile by username. :param username: A username to query for (case insensitive). """ return cls.query.filter( UserProfile._username == username.lower() ).one()
Get profile by username. :param username: A username to query for (case insensitive).
Below is the the instruction that describes the task: ### Input: Get profile by username. :param username: A username to query for (case insensitive). ### Response: def get_by_username(cls, username): """Get profile by username. :param username: A username to query for (case insensitive)....
def add_scan_host_detail(self, scan_id, host='', name='', value=''): """ Adds a host detail result to scan_id scan. """ self.scan_collection.add_result(scan_id, ResultType.HOST_DETAIL, host, name, value)
Adds a host detail result to scan_id scan.
Below is the the instruction that describes the task: ### Input: Adds a host detail result to scan_id scan. ### Response: def add_scan_host_detail(self, scan_id, host='', name='', value=''): """ Adds a host detail result to scan_id scan. """ self.scan_collection.add_result(scan_id, ResultType.HOST_...
def CreateAdGroup(client, campaign_id): """Creates a dynamic remarketing campaign. Args: client: an AdWordsClient instance. campaign_id: an int campaign ID. Returns: The ad group that was successfully created. """ ad_group_service = client.GetService('AdGroupService', 'v201809') ad_group = { ...
Creates a dynamic remarketing campaign. Args: client: an AdWordsClient instance. campaign_id: an int campaign ID. Returns: The ad group that was successfully created.
Below is the the instruction that describes the task: ### Input: Creates a dynamic remarketing campaign. Args: client: an AdWordsClient instance. campaign_id: an int campaign ID. Returns: The ad group that was successfully created. ### Response: def CreateAdGroup(client, campaign_id): """Create...
def __do_log(self, text): """ Writes the given text verbatim into the log file (if any) and/or standard input (if the verbose flag is turned on). Used internally. @type text: str @param text: Text to print. """ if isinstance(text, compat.unicode): ...
Writes the given text verbatim into the log file (if any) and/or standard input (if the verbose flag is turned on). Used internally. @type text: str @param text: Text to print.
Below is the the instruction that describes the task: ### Input: Writes the given text verbatim into the log file (if any) and/or standard input (if the verbose flag is turned on). Used internally. @type text: str @param text: Text to print. ### Response: def __do_log(self, text)...
def errorhandler(self, code_or_exception): """Registers an error handler that becomes active for this blueprint only. Please be aware that routing does not happen local to a blueprint so an error handler for 404 usually is not handled by a blueprint unless it is caused inside a view fun...
Registers an error handler that becomes active for this blueprint only. Please be aware that routing does not happen local to a blueprint so an error handler for 404 usually is not handled by a blueprint unless it is caused inside a view function. Another special case is the 500 intern...
Below is the the instruction that describes the task: ### Input: Registers an error handler that becomes active for this blueprint only. Please be aware that routing does not happen local to a blueprint so an error handler for 404 usually is not handled by a blueprint unless it is caused in...
def updateProgress(self, time, state='stopped'): """ Set the watched progress for this video. Note that setting the time to 0 will not work. Use `markWatched` or `markUnwatched` to achieve that goal. Parameters: time (int): milliseconds watched ...
Set the watched progress for this video. Note that setting the time to 0 will not work. Use `markWatched` or `markUnwatched` to achieve that goal. Parameters: time (int): milliseconds watched state (string): state of the video, default 'stopped'
Below is the the instruction that describes the task: ### Input: Set the watched progress for this video. Note that setting the time to 0 will not work. Use `markWatched` or `markUnwatched` to achieve that goal. Parameters: time (int): milliseconds watched ...
def _calculate_block_structure(self, inequalities, equalities, momentinequalities, momentequalities, extramomentmatrix, removeequalities, block_struct=None): """Calculates the block_struct array for the outp...
Calculates the block_struct array for the output file.
Below is the the instruction that describes the task: ### Input: Calculates the block_struct array for the output file. ### Response: def _calculate_block_structure(self, inequalities, equalities, momentinequalities, momentequalities, extramomen...
def ste(command, nindent, mdir, fpointer): r""" Echo terminal output. Print STDOUT resulting from a given Bash shell command (relative to the package :code:`pypkg` directory) formatted in reStructuredText :param command: Bash shell command, relative to :bash:`${PMISC_DIR}/pypkg...
r""" Echo terminal output. Print STDOUT resulting from a given Bash shell command (relative to the package :code:`pypkg` directory) formatted in reStructuredText :param command: Bash shell command, relative to :bash:`${PMISC_DIR}/pypkg` :type command: string :param ninden...
Below is the the instruction that describes the task: ### Input: r""" Echo terminal output. Print STDOUT resulting from a given Bash shell command (relative to the package :code:`pypkg` directory) formatted in reStructuredText :param command: Bash shell command, relative to :ba...
def PushPopItem(obj, key, value): ''' A context manager to replace and restore a value using a getter and setter. :param object obj: The object to replace/restore. :param object key: The key to replace/restore in the object. :param object value: The value to replace. Example:: with Push...
A context manager to replace and restore a value using a getter and setter. :param object obj: The object to replace/restore. :param object key: The key to replace/restore in the object. :param object value: The value to replace. Example:: with PushPop2(sys.modules, 'alpha', None): pyte...
Below is the the instruction that describes the task: ### Input: A context manager to replace and restore a value using a getter and setter. :param object obj: The object to replace/restore. :param object key: The key to replace/restore in the object. :param object value: The value to replace. Exa...
def readout(self): """Readout the detector.""" elec = self.simulate_poisson_variate() elec_pre = self.saturate(elec) elec_f = self.pre_readout(elec_pre) adu_r = self.base_readout(elec_f) adu_p = self.post_readout(adu_r) self.clean_up() return adu_p
Readout the detector.
Below is the the instruction that describes the task: ### Input: Readout the detector. ### Response: def readout(self): """Readout the detector.""" elec = self.simulate_poisson_variate() elec_pre = self.saturate(elec) elec_f = self.pre_readout(elec_pre) adu_r = self.base...
def fix_size(self, content): """ Adjusts the width and height of the file switcher based on the relative size of the parent and content. """ # Update size of dialog based on relative size of the parent if content: width, height = self.get_item_size(content) ...
Adjusts the width and height of the file switcher based on the relative size of the parent and content.
Below is the the instruction that describes the task: ### Input: Adjusts the width and height of the file switcher based on the relative size of the parent and content. ### Response: def fix_size(self, content): """ Adjusts the width and height of the file switcher based on the rela...
def _on_wheel_event(self, event): """ Increments or decrements editor fonts settings on mouse wheel event if ctrl modifier is on. :param event: wheel event :type event: QWheelEvent """ try: delta = event.angleDelta().y() except AttributeError:...
Increments or decrements editor fonts settings on mouse wheel event if ctrl modifier is on. :param event: wheel event :type event: QWheelEvent
Below is the the instruction that describes the task: ### Input: Increments or decrements editor fonts settings on mouse wheel event if ctrl modifier is on. :param event: wheel event :type event: QWheelEvent ### Response: def _on_wheel_event(self, event): """ Increments or ...
def connections(self): """ Return a :code:`dict` of connections from the configuration settings. :raises `giraffez.errors.ConfigurationError`: if connections are not present """ if "connections" not in self.settings: raise ConfigurationError("Could not retrieve conne...
Return a :code:`dict` of connections from the configuration settings. :raises `giraffez.errors.ConfigurationError`: if connections are not present
Below is the the instruction that describes the task: ### Input: Return a :code:`dict` of connections from the configuration settings. :raises `giraffez.errors.ConfigurationError`: if connections are not present ### Response: def connections(self): """ Return a :code:`dict` of connections ...
def matches(self, path): """Tests if the given path matches the pattern. Note that the unicode translation of the patch is matched, so replacement characters might have been added. """ path = self._prepare_path(path) return self.full_regex.search(path) is not None
Tests if the given path matches the pattern. Note that the unicode translation of the patch is matched, so replacement characters might have been added.
Below is the the instruction that describes the task: ### Input: Tests if the given path matches the pattern. Note that the unicode translation of the patch is matched, so replacement characters might have been added. ### Response: def matches(self, path): """Tests if the given path matche...
def gauge(self, stat, value, tags=None): """Set a gauge.""" self.client.gauge(metric=stat, value=value, tags=tags)
Set a gauge.
Below is the the instruction that describes the task: ### Input: Set a gauge. ### Response: def gauge(self, stat, value, tags=None): """Set a gauge.""" self.client.gauge(metric=stat, value=value, tags=tags)
def load_module(self, module_name): """Attempts to load the specified module. If successful, .loaded_modules[module_name] will be populated, and module_name will be added to the end of .module_ordering as well if it is not already present. Note that this function does NOT call s...
Attempts to load the specified module. If successful, .loaded_modules[module_name] will be populated, and module_name will be added to the end of .module_ordering as well if it is not already present. Note that this function does NOT call start()/stop() on the module - in general, you d...
Below is the the instruction that describes the task: ### Input: Attempts to load the specified module. If successful, .loaded_modules[module_name] will be populated, and module_name will be added to the end of .module_ordering as well if it is not already present. Note that this function d...
def readPrefs_dms_tools_format(f): """Reads the amino-acid preferences written by `dms_tools v1 <http://jbloomlab.github.io/dms_tools/>`_. This is an exact copy of the same code from `dms_tools.file_io.ReadPreferences`. It is copied because `dms_tools v1 <http://jbloomlab.github.io/dms_tools/>`_ is cur...
Reads the amino-acid preferences written by `dms_tools v1 <http://jbloomlab.github.io/dms_tools/>`_. This is an exact copy of the same code from `dms_tools.file_io.ReadPreferences`. It is copied because `dms_tools v1 <http://jbloomlab.github.io/dms_tools/>`_ is currently only compatible with `python2`,...
Below is the the instruction that describes the task: ### Input: Reads the amino-acid preferences written by `dms_tools v1 <http://jbloomlab.github.io/dms_tools/>`_. This is an exact copy of the same code from `dms_tools.file_io.ReadPreferences`. It is copied because `dms_tools v1 <http://jbloomlab.git...
def flushIndexes(cls) : "drops all indexes for a class" con = RabaConnection(cls._raba_namespace) for idx in cls.getIndexes() : con.dropIndexByName(idx[1])
drops all indexes for a class
Below is the the instruction that describes the task: ### Input: drops all indexes for a class ### Response: def flushIndexes(cls) : "drops all indexes for a class" con = RabaConnection(cls._raba_namespace) for idx in cls.getIndexes() : con.dropIndexByName(idx[1])