repo stringlengths 7 55 | path stringlengths 4 223 | url stringlengths 87 315 | code stringlengths 75 104k | code_tokens list | docstring stringlengths 1 46.9k | docstring_tokens list | language stringclasses 1
value | partition stringclasses 3
values | avg_line_len float64 7.91 980 |
|---|---|---|---|---|---|---|---|---|---|
numenta/htmresearch | htmresearch/frameworks/pytorch/benchmark_utils.py | https://github.com/numenta/htmresearch/blob/70c096b09a577ea0432c3f3bfff4442d4871b7aa/htmresearch/frameworks/pytorch/benchmark_utils.py#L68-L94 | def register_nonzero_counter(network, stats):
"""
Register forward hooks to count the number of nonzero floating points
values from all the tensors used by the given network during inference.
:param network: The network to attach the counter
:param stats: Dictionary holding the counter.
"""
if hasattr(ne... | [
"def",
"register_nonzero_counter",
"(",
"network",
",",
"stats",
")",
":",
"if",
"hasattr",
"(",
"network",
",",
"\"__counter_nonzero__\"",
")",
":",
"raise",
"ValueError",
"(",
"\"nonzero counter was already registered for this network\"",
")",
"if",
"not",
"isinstance... | Register forward hooks to count the number of nonzero floating points
values from all the tensors used by the given network during inference.
:param network: The network to attach the counter
:param stats: Dictionary holding the counter. | [
"Register",
"forward",
"hooks",
"to",
"count",
"the",
"number",
"of",
"nonzero",
"floating",
"points",
"values",
"from",
"all",
"the",
"tensors",
"used",
"by",
"the",
"given",
"network",
"during",
"inference",
"."
] | python | train | 36.888889 |
ARMmbed/autoversion | src/auto_version/auto_version_tool.py | https://github.com/ARMmbed/autoversion/blob/c5b127d2059c8219f5637fe45bf9e1be3a0af2aa/src/auto_version/auto_version_tool.py#L139-L156 | def get_final_version_string(release_mode, semver, commit_count=0):
"""Generates update dictionary entries for the version string"""
version_string = ".".join(semver)
maybe_dev_version_string = version_string
updates = {}
if release_mode:
# in production, we have something like `1.2.3`, as w... | [
"def",
"get_final_version_string",
"(",
"release_mode",
",",
"semver",
",",
"commit_count",
"=",
"0",
")",
":",
"version_string",
"=",
"\".\"",
".",
"join",
"(",
"semver",
")",
"maybe_dev_version_string",
"=",
"version_string",
"updates",
"=",
"{",
"}",
"if",
... | Generates update dictionary entries for the version string | [
"Generates",
"update",
"dictionary",
"entries",
"for",
"the",
"version",
"string"
] | python | train | 46.611111 |
jdowner/gist | gist/gist.py | https://github.com/jdowner/gist/blob/0f2941434f63c5aed69218edad454de8c73819a0/gist/gist.py#L405-L418 | def clone(self, id, name=None):
"""Clone a gist
Arguments:
id: the gist identifier
name: the name to give the cloned repo
"""
url = 'git@gist.github.com:/{}'.format(id)
if name is None:
os.system('git clone {}'.format(url))
else:
... | [
"def",
"clone",
"(",
"self",
",",
"id",
",",
"name",
"=",
"None",
")",
":",
"url",
"=",
"'git@gist.github.com:/{}'",
".",
"format",
"(",
"id",
")",
"if",
"name",
"is",
"None",
":",
"os",
".",
"system",
"(",
"'git clone {}'",
".",
"format",
"(",
"url"... | Clone a gist
Arguments:
id: the gist identifier
name: the name to give the cloned repo | [
"Clone",
"a",
"gist"
] | python | train | 26 |
maximkulkin/lollipop | lollipop/utils.py | https://github.com/maximkulkin/lollipop/blob/042e8a24508cc3b28630863253c38ffbfc52c882/lollipop/utils.py#L59-L64 | def call_with_context(func, context, *args):
"""
Check if given function has more arguments than given. Call it with context
as last argument or without it.
"""
return make_context_aware(func, len(args))(*args + (context,)) | [
"def",
"call_with_context",
"(",
"func",
",",
"context",
",",
"*",
"args",
")",
":",
"return",
"make_context_aware",
"(",
"func",
",",
"len",
"(",
"args",
")",
")",
"(",
"*",
"args",
"+",
"(",
"context",
",",
")",
")"
] | Check if given function has more arguments than given. Call it with context
as last argument or without it. | [
"Check",
"if",
"given",
"function",
"has",
"more",
"arguments",
"than",
"given",
".",
"Call",
"it",
"with",
"context",
"as",
"last",
"argument",
"or",
"without",
"it",
"."
] | python | train | 39.666667 |
loanzen/falcon-auth | falcon_auth/backends.py | https://github.com/loanzen/falcon-auth/blob/b9063163fff8044a8579a6047a85f28f3b214fdf/falcon_auth/backends.py#L307-L319 | def authenticate(self, req, resp, resource):
"""
Extract basic auth token from request `authorization` header, deocode the
token, verifies the username/password and return either a ``user``
object if successful else raise an `falcon.HTTPUnauthoried exception`
"""
usernam... | [
"def",
"authenticate",
"(",
"self",
",",
"req",
",",
"resp",
",",
"resource",
")",
":",
"username",
",",
"password",
"=",
"self",
".",
"_extract_credentials",
"(",
"req",
")",
"user",
"=",
"self",
".",
"user_loader",
"(",
"username",
",",
"password",
")"... | Extract basic auth token from request `authorization` header, deocode the
token, verifies the username/password and return either a ``user``
object if successful else raise an `falcon.HTTPUnauthoried exception` | [
"Extract",
"basic",
"auth",
"token",
"from",
"request",
"authorization",
"header",
"deocode",
"the",
"token",
"verifies",
"the",
"username",
"/",
"password",
"and",
"return",
"either",
"a",
"user",
"object",
"if",
"successful",
"else",
"raise",
"an",
"falcon",
... | python | train | 42 |
nchopin/particles | particles/smoothing.py | https://github.com/nchopin/particles/blob/3faa97a1073db45c5889eef3e015dd76ef350b52/particles/smoothing.py#L286-L317 | def twofilter_smoothing(self, t, info, phi, loggamma, linear_cost=False,
return_ess=False, modif_forward=None,
modif_info=None):
"""Two-filter smoothing.
Parameters
----------
t: time, in range 0 <= t < T-1
info: SMC object... | [
"def",
"twofilter_smoothing",
"(",
"self",
",",
"t",
",",
"info",
",",
"phi",
",",
"loggamma",
",",
"linear_cost",
"=",
"False",
",",
"return_ess",
"=",
"False",
",",
"modif_forward",
"=",
"None",
",",
"modif_info",
"=",
"None",
")",
":",
"ti",
"=",
"s... | Two-filter smoothing.
Parameters
----------
t: time, in range 0 <= t < T-1
info: SMC object
the information filter
phi: function
test function, a function of (X_t,X_{t+1})
loggamma: function
a function of (X_{t+1})
linear_cost... | [
"Two",
"-",
"filter",
"smoothing",
"."
] | python | train | 39.0625 |
fprimex/zdesk | zdesk/zdesk_api.py | https://github.com/fprimex/zdesk/blob/851611c13b4d530e9df31390b3ec709baf0a0188/zdesk/zdesk_api.py#L95-L98 | def account_update(self, data, **kwargs):
"https://developer.zendesk.com/rest_api/docs/chat/accounts#update-account"
api_path = "/api/v2/account"
return self.call(api_path, method="PUT", data=data, **kwargs) | [
"def",
"account_update",
"(",
"self",
",",
"data",
",",
"*",
"*",
"kwargs",
")",
":",
"api_path",
"=",
"\"/api/v2/account\"",
"return",
"self",
".",
"call",
"(",
"api_path",
",",
"method",
"=",
"\"PUT\"",
",",
"data",
"=",
"data",
",",
"*",
"*",
"kwarg... | https://developer.zendesk.com/rest_api/docs/chat/accounts#update-account | [
"https",
":",
"//",
"developer",
".",
"zendesk",
".",
"com",
"/",
"rest_api",
"/",
"docs",
"/",
"chat",
"/",
"accounts#update",
"-",
"account"
] | python | train | 57 |
PredixDev/predixpy | predix/data/blobstore.py | https://github.com/PredixDev/predixpy/blob/a0cb34cf40f716229351bb6d90d6ecace958c81f/predix/data/blobstore.py#L108-L115 | def list_objects(self, bucket_name=None, **kwargs):
"""
This method is primarily for illustration and just calls the
boto3 client implementation of list_objects but is a common task
for first time Predix BlobStore users.
"""
if not bucket_name: bucket_name = self.bucket_... | [
"def",
"list_objects",
"(",
"self",
",",
"bucket_name",
"=",
"None",
",",
"*",
"*",
"kwargs",
")",
":",
"if",
"not",
"bucket_name",
":",
"bucket_name",
"=",
"self",
".",
"bucket_name",
"return",
"self",
".",
"client",
".",
"list_objects",
"(",
"Bucket",
... | This method is primarily for illustration and just calls the
boto3 client implementation of list_objects but is a common task
for first time Predix BlobStore users. | [
"This",
"method",
"is",
"primarily",
"for",
"illustration",
"and",
"just",
"calls",
"the",
"boto3",
"client",
"implementation",
"of",
"list_objects",
"but",
"is",
"a",
"common",
"task",
"for",
"first",
"time",
"Predix",
"BlobStore",
"users",
"."
] | python | train | 48.375 |
saltstack/salt | salt/modules/neutron.py | https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/neutron.py#L1083-L1102 | def create_vpnservice(subnet, router, name, admin_state_up=True, profile=None):
'''
Creates a new VPN service
CLI Example:
.. code-block:: bash
salt '*' neutron.create_vpnservice router-name name
:param subnet: Subnet unique identifier for the VPN service deployment
:param router: Ro... | [
"def",
"create_vpnservice",
"(",
"subnet",
",",
"router",
",",
"name",
",",
"admin_state_up",
"=",
"True",
",",
"profile",
"=",
"None",
")",
":",
"conn",
"=",
"_auth",
"(",
"profile",
")",
"return",
"conn",
".",
"create_vpnservice",
"(",
"subnet",
",",
"... | Creates a new VPN service
CLI Example:
.. code-block:: bash
salt '*' neutron.create_vpnservice router-name name
:param subnet: Subnet unique identifier for the VPN service deployment
:param router: Router unique identifier for the VPN service
:param name: Set a name for the VPN service
... | [
"Creates",
"a",
"new",
"VPN",
"service"
] | python | train | 34.65 |
boakley/robotframework-lint | rflint/parser/parser.py | https://github.com/boakley/robotframework-lint/blob/3e3578f4e39af9af9961aa0a715f146b74474091/rflint/parser/parser.py#L272-L277 | def settings(self):
'''Generator which returns all of the statements in all of the settings tables'''
for table in self.tables:
if isinstance(table, SettingTable):
for statement in table.statements:
yield statement | [
"def",
"settings",
"(",
"self",
")",
":",
"for",
"table",
"in",
"self",
".",
"tables",
":",
"if",
"isinstance",
"(",
"table",
",",
"SettingTable",
")",
":",
"for",
"statement",
"in",
"table",
".",
"statements",
":",
"yield",
"statement"
] | Generator which returns all of the statements in all of the settings tables | [
"Generator",
"which",
"returns",
"all",
"of",
"the",
"statements",
"in",
"all",
"of",
"the",
"settings",
"tables"
] | python | valid | 45.5 |
kevinconway/venvctrl | venvctrl/venv/pip.py | https://github.com/kevinconway/venvctrl/blob/36d4e0e4d5ebced6385a6ade1198f4769ff2df41/venvctrl/venv/pip.py#L27-L50 | def install_package(self, name, index=None, force=False, update=False):
"""Install a given package.
Args:
name (str): The package name to install. This can be any valid
pip package specification.
index (str): The URL for a pypi index to use.
force (bo... | [
"def",
"install_package",
"(",
"self",
",",
"name",
",",
"index",
"=",
"None",
",",
"force",
"=",
"False",
",",
"update",
"=",
"False",
")",
":",
"cmd",
"=",
"'install'",
"if",
"force",
":",
"cmd",
"=",
"'{0} {1}'",
".",
"format",
"(",
"cmd",
",",
... | Install a given package.
Args:
name (str): The package name to install. This can be any valid
pip package specification.
index (str): The URL for a pypi index to use.
force (bool): For the reinstall of packages during updates.
update (bool): Updat... | [
"Install",
"a",
"given",
"package",
"."
] | python | train | 31 |
cslarsen/crianza | crianza/instructions.py | https://github.com/cslarsen/crianza/blob/fa044f9d491f37cc06892bad14b2c80b8ac5a7cd/crianza/instructions.py#L100-L107 | def rot(vm):
"""Rotate topmost three items once to the left. ( a b c -- b c a )"""
c = vm.pop()
b = vm.pop()
a = vm.pop()
vm.push(b)
vm.push(c)
vm.push(a) | [
"def",
"rot",
"(",
"vm",
")",
":",
"c",
"=",
"vm",
".",
"pop",
"(",
")",
"b",
"=",
"vm",
".",
"pop",
"(",
")",
"a",
"=",
"vm",
".",
"pop",
"(",
")",
"vm",
".",
"push",
"(",
"b",
")",
"vm",
".",
"push",
"(",
"c",
")",
"vm",
".",
"push"... | Rotate topmost three items once to the left. ( a b c -- b c a ) | [
"Rotate",
"topmost",
"three",
"items",
"once",
"to",
"the",
"left",
".",
"(",
"a",
"b",
"c",
"--",
"b",
"c",
"a",
")"
] | python | train | 21.875 |
proycon/pynlpl | pynlpl/formats/folia.py | https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L234-L508 | def parsecommonarguments(object, doc, annotationtype, required, allowed, **kwargs):
"""Internal function to parse common FoLiA attributes and sets up the instance accordingly. Do not invoke directly."""
object.doc = doc #The FoLiA root document
if required is None:
required = tuple()
if allowe... | [
"def",
"parsecommonarguments",
"(",
"object",
",",
"doc",
",",
"annotationtype",
",",
"required",
",",
"allowed",
",",
"*",
"*",
"kwargs",
")",
":",
"object",
".",
"doc",
"=",
"doc",
"#The FoLiA root document",
"if",
"required",
"is",
"None",
":",
"required"... | Internal function to parse common FoLiA attributes and sets up the instance accordingly. Do not invoke directly. | [
"Internal",
"function",
"to",
"parse",
"common",
"FoLiA",
"attributes",
"and",
"sets",
"up",
"the",
"instance",
"accordingly",
".",
"Do",
"not",
"invoke",
"directly",
"."
] | python | train | 42.189091 |
JukeboxPipeline/jukebox-core | src/jukeboxcore/addons/genesis/genesis.py | https://github.com/JukeboxPipeline/jukebox-core/blob/bac2280ca49940355270e4b69400ce9976ab2e6f/src/jukeboxcore/addons/genesis/genesis.py#L129-L142 | def setup_signals(self, ):
"""Connect the signals with the slots to make the ui functional
:returns: None
:rtype: None
:raises: None
"""
self.browser.shot_taskfile_sel_changed.connect(self.shot_taskfile_sel_changed)
self.browser.asset_taskfile_sel_changed.connect... | [
"def",
"setup_signals",
"(",
"self",
",",
")",
":",
"self",
".",
"browser",
".",
"shot_taskfile_sel_changed",
".",
"connect",
"(",
"self",
".",
"shot_taskfile_sel_changed",
")",
"self",
".",
"browser",
".",
"asset_taskfile_sel_changed",
".",
"connect",
"(",
"sel... | Connect the signals with the slots to make the ui functional
:returns: None
:rtype: None
:raises: None | [
"Connect",
"the",
"signals",
"with",
"the",
"slots",
"to",
"make",
"the",
"ui",
"functional"
] | python | train | 43.785714 |
pandas-dev/pandas | pandas/core/ops.py | https://github.com/pandas-dev/pandas/blob/9feb3ad92cc0397a04b665803a49299ee7aa1037/pandas/core/ops.py#L1672-L1770 | def _arith_method_SERIES(cls, op, special):
"""
Wrapper function for Series arithmetic operations, to avoid
code duplication.
"""
str_rep = _get_opstr(op, cls)
op_name = _get_op_name(op, special)
eval_kwargs = _gen_eval_kwargs(op_name)
fill_zeros = _gen_fill_zeros(op_name)
construct_... | [
"def",
"_arith_method_SERIES",
"(",
"cls",
",",
"op",
",",
"special",
")",
":",
"str_rep",
"=",
"_get_opstr",
"(",
"op",
",",
"cls",
")",
"op_name",
"=",
"_get_op_name",
"(",
"op",
",",
"special",
")",
"eval_kwargs",
"=",
"_gen_eval_kwargs",
"(",
"op_name"... | Wrapper function for Series arithmetic operations, to avoid
code duplication. | [
"Wrapper",
"function",
"for",
"Series",
"arithmetic",
"operations",
"to",
"avoid",
"code",
"duplication",
"."
] | python | train | 37.424242 |
scanny/python-pptx | pptx/oxml/shapes/picture.py | https://github.com/scanny/python-pptx/blob/d6ab8234f8b03953d2f831ff9394b1852db34130/pptx/oxml/shapes/picture.py#L125-L145 | def _fill_cropping(self, image_size, view_size):
"""
Return a (left, top, right, bottom) 4-tuple containing the cropping
values required to display an image of *image_size* in *view_size*
when stretched proportionately. Each value is a percentage expressed
as a fraction of 1.0, e... | [
"def",
"_fill_cropping",
"(",
"self",
",",
"image_size",
",",
"view_size",
")",
":",
"def",
"aspect_ratio",
"(",
"width",
",",
"height",
")",
":",
"return",
"width",
"/",
"height",
"ar_view",
"=",
"aspect_ratio",
"(",
"*",
"view_size",
")",
"ar_image",
"="... | Return a (left, top, right, bottom) 4-tuple containing the cropping
values required to display an image of *image_size* in *view_size*
when stretched proportionately. Each value is a percentage expressed
as a fraction of 1.0, e.g. 0.425 represents 42.5%. *image_size* and
*view_size* are ... | [
"Return",
"a",
"(",
"left",
"top",
"right",
"bottom",
")",
"4",
"-",
"tuple",
"containing",
"the",
"cropping",
"values",
"required",
"to",
"display",
"an",
"image",
"of",
"*",
"image_size",
"*",
"in",
"*",
"view_size",
"*",
"when",
"stretched",
"proportion... | python | train | 42.619048 |
sibirrer/lenstronomy | lenstronomy/Cosmo/nfw_param.py | https://github.com/sibirrer/lenstronomy/blob/4edb100a4f3f4fdc4fac9b0032d2b0283d0aa1d6/lenstronomy/Cosmo/nfw_param.py#L59-L70 | def c_rho0(self, rho0):
"""
computes the concentration given a comoving overdensity rho0 (inverse of function rho0_c)
:param rho0: density normalization in h^2/Mpc^3 (comoving)
:return: concentration parameter c
"""
if not hasattr(self, '_c_rho0_interp'):
c_ar... | [
"def",
"c_rho0",
"(",
"self",
",",
"rho0",
")",
":",
"if",
"not",
"hasattr",
"(",
"self",
",",
"'_c_rho0_interp'",
")",
":",
"c_array",
"=",
"np",
".",
"linspace",
"(",
"0.1",
",",
"10",
",",
"100",
")",
"rho0_array",
"=",
"self",
".",
"rho0_c",
"(... | computes the concentration given a comoving overdensity rho0 (inverse of function rho0_c)
:param rho0: density normalization in h^2/Mpc^3 (comoving)
:return: concentration parameter c | [
"computes",
"the",
"concentration",
"given",
"a",
"comoving",
"overdensity",
"rho0",
"(",
"inverse",
"of",
"function",
"rho0_c",
")",
":",
"param",
"rho0",
":",
"density",
"normalization",
"in",
"h^2",
"/",
"Mpc^3",
"(",
"comoving",
")",
":",
"return",
":",
... | python | train | 49.75 |
sods/paramz | paramz/core/nameable.py | https://github.com/sods/paramz/blob/ae6fc6274b70fb723d91e48fc5026a9bc5a06508/paramz/core/nameable.py#L76-L88 | def hierarchy_name(self, adjust_for_printing=True):
"""
return the name for this object with the parents names attached by dots.
:param bool adjust_for_printing: whether to call :func:`~adjust_for_printing()`
on the names, recursively
... | [
"def",
"hierarchy_name",
"(",
"self",
",",
"adjust_for_printing",
"=",
"True",
")",
":",
"if",
"adjust_for_printing",
":",
"adjust",
"=",
"lambda",
"x",
":",
"adjust_name_for_printing",
"(",
"x",
")",
"else",
":",
"adjust",
"=",
"lambda",
"x",
":",
"x",
"i... | return the name for this object with the parents names attached by dots.
:param bool adjust_for_printing: whether to call :func:`~adjust_for_printing()`
on the names, recursively | [
"return",
"the",
"name",
"for",
"this",
"object",
"with",
"the",
"parents",
"names",
"attached",
"by",
"dots",
"."
] | python | train | 45.769231 |
tradenity/python-sdk | tradenity/resources/free_shipping_coupon.py | https://github.com/tradenity/python-sdk/blob/d13fbe23f4d6ff22554c6d8d2deaf209371adaf1/tradenity/resources/free_shipping_coupon.py#L505-L525 | def delete_free_shipping_coupon_by_id(cls, free_shipping_coupon_id, **kwargs):
"""Delete FreeShippingCoupon
Delete an instance of FreeShippingCoupon by its ID.
This method makes a synchronous HTTP request by default. To make an
asynchronous HTTP request, please pass async=True
>... | [
"def",
"delete_free_shipping_coupon_by_id",
"(",
"cls",
",",
"free_shipping_coupon_id",
",",
"*",
"*",
"kwargs",
")",
":",
"kwargs",
"[",
"'_return_http_data_only'",
"]",
"=",
"True",
"if",
"kwargs",
".",
"get",
"(",
"'async'",
")",
":",
"return",
"cls",
".",
... | Delete FreeShippingCoupon
Delete an instance of FreeShippingCoupon by its ID.
This method makes a synchronous HTTP request by default. To make an
asynchronous HTTP request, please pass async=True
>>> thread = api.delete_free_shipping_coupon_by_id(free_shipping_coupon_id, async=True)
... | [
"Delete",
"FreeShippingCoupon"
] | python | train | 48.095238 |
brmscheiner/ideogram | ideogram/writer.py | https://github.com/brmscheiner/ideogram/blob/422bf566c51fd56f7bbb6e75b16d18d52b4c7568/ideogram/writer.py#L13-L22 | def jsName(path,name):
'''Returns a name string without \, -, and . so that
the string will play nicely with javascript.'''
shortPath=path.replace(
"C:\\Users\\scheinerbock\\Desktop\\"+
"ideogram\\scrapeSource\\test\\","")
noDash = shortPath.replace("-","_dash_")
jsPath=noDa... | [
"def",
"jsName",
"(",
"path",
",",
"name",
")",
":",
"shortPath",
"=",
"path",
".",
"replace",
"(",
"\"C:\\\\Users\\\\scheinerbock\\\\Desktop\\\\\"",
"+",
"\"ideogram\\\\scrapeSource\\\\test\\\\\"",
",",
"\"\"",
")",
"noDash",
"=",
"shortPath",
".",
"replace",
"(",
... | Returns a name string without \, -, and . so that
the string will play nicely with javascript. | [
"Returns",
"a",
"name",
"string",
"without",
"\\",
"-",
"and",
".",
"so",
"that",
"the",
"string",
"will",
"play",
"nicely",
"with",
"javascript",
"."
] | python | train | 40.9 |
mardix/Juice | juice/core.py | https://github.com/mardix/Juice/blob/7afa8d4238868235dfcdae82272bd77958dd416a/juice/core.py#L628-L635 | def get_config(cls, key, default=None):
"""
Shortcut to access the application's config in your class
:param key: The key to access
:param default: The default value when None
:returns mixed:
"""
return cls._app.config.get(key, default) | [
"def",
"get_config",
"(",
"cls",
",",
"key",
",",
"default",
"=",
"None",
")",
":",
"return",
"cls",
".",
"_app",
".",
"config",
".",
"get",
"(",
"key",
",",
"default",
")"
] | Shortcut to access the application's config in your class
:param key: The key to access
:param default: The default value when None
:returns mixed: | [
"Shortcut",
"to",
"access",
"the",
"application",
"s",
"config",
"in",
"your",
"class",
":",
"param",
"key",
":",
"The",
"key",
"to",
"access",
":",
"param",
"default",
":",
"The",
"default",
"value",
"when",
"None",
":",
"returns",
"mixed",
":"
] | python | train | 35.625 |
gabstopper/smc-python | smc/administration/tasks.py | https://github.com/gabstopper/smc-python/blob/e027b8a5dcfaf884eada32d113d41c1e56b32457/smc/administration/tasks.py#L245-L257 | def add_done_callback(self, callback):
"""
Add a callback to run after the task completes.
The callable must take 1 argument which will be
the completed Task.
:param callback: a callable that takes a single argument which
will be the completed Task.
"""
... | [
"def",
"add_done_callback",
"(",
"self",
",",
"callback",
")",
":",
"if",
"self",
".",
"_done",
"is",
"None",
"or",
"self",
".",
"_done",
".",
"is_set",
"(",
")",
":",
"raise",
"ValueError",
"(",
"'Task has already finished'",
")",
"if",
"callable",
"(",
... | Add a callback to run after the task completes.
The callable must take 1 argument which will be
the completed Task.
:param callback: a callable that takes a single argument which
will be the completed Task. | [
"Add",
"a",
"callback",
"to",
"run",
"after",
"the",
"task",
"completes",
".",
"The",
"callable",
"must",
"take",
"1",
"argument",
"which",
"will",
"be",
"the",
"completed",
"Task",
"."
] | python | train | 37.615385 |
mental32/spotify.py | spotify/models/base.py | https://github.com/mental32/spotify.py/blob/bb296cac7c3dd289908906b7069bd80f43950515/spotify/models/base.py#L16-L36 | async def from_href(self):
"""Get the full object from spotify with a `href` attribute."""
if not hasattr(self, 'href'):
raise TypeError('Spotify object has no `href` attribute, therefore cannot be retrived')
elif hasattr(self, 'http'):
return await self.http.request(('G... | [
"async",
"def",
"from_href",
"(",
"self",
")",
":",
"if",
"not",
"hasattr",
"(",
"self",
",",
"'href'",
")",
":",
"raise",
"TypeError",
"(",
"'Spotify object has no `href` attribute, therefore cannot be retrived'",
")",
"elif",
"hasattr",
"(",
"self",
",",
"'http'... | Get the full object from spotify with a `href` attribute. | [
"Get",
"the",
"full",
"object",
"from",
"spotify",
"with",
"a",
"href",
"attribute",
"."
] | python | test | 32.952381 |
inveniosoftware/invenio-records-files | invenio_records_files/api.py | https://github.com/inveniosoftware/invenio-records-files/blob/c410eba986ea43be7e97082d5dcbbdc19ccec39c/invenio_records_files/api.py#L32-L40 | def get_version(self, version_id=None):
"""Return specific version ``ObjectVersion`` instance or HEAD.
:param version_id: Version ID of the object.
:returns: :class:`~invenio_files_rest.models.ObjectVersion` instance or
HEAD of the stored object.
"""
return ObjectVer... | [
"def",
"get_version",
"(",
"self",
",",
"version_id",
"=",
"None",
")",
":",
"return",
"ObjectVersion",
".",
"get",
"(",
"bucket",
"=",
"self",
".",
"obj",
".",
"bucket",
",",
"key",
"=",
"self",
".",
"obj",
".",
"key",
",",
"version_id",
"=",
"versi... | Return specific version ``ObjectVersion`` instance or HEAD.
:param version_id: Version ID of the object.
:returns: :class:`~invenio_files_rest.models.ObjectVersion` instance or
HEAD of the stored object. | [
"Return",
"specific",
"version",
"ObjectVersion",
"instance",
"or",
"HEAD",
"."
] | python | train | 46.444444 |
iotile/coretools | iotilebuild/iotile/build/config/scons-local-3.0.1/SCons/Node/FS.py | https://github.com/iotile/coretools/blob/2d794f5f1346b841b0dcd16c9d284e9bf2f3c6ec/iotilebuild/iotile/build/config/scons-local-3.0.1/SCons/Node/FS.py#L3033-L3038 | def alter_targets(self):
"""Return any corresponding targets in a variant directory.
"""
if self.is_derived():
return [], None
return self.fs.variant_dir_target_climb(self, self.dir, [self.name]) | [
"def",
"alter_targets",
"(",
"self",
")",
":",
"if",
"self",
".",
"is_derived",
"(",
")",
":",
"return",
"[",
"]",
",",
"None",
"return",
"self",
".",
"fs",
".",
"variant_dir_target_climb",
"(",
"self",
",",
"self",
".",
"dir",
",",
"[",
"self",
".",... | Return any corresponding targets in a variant directory. | [
"Return",
"any",
"corresponding",
"targets",
"in",
"a",
"variant",
"directory",
"."
] | python | train | 39 |
bitesofcode/projexui | projexui/dialogs/xwizardbrowserdialog/xwizardbrowserdialog.py | https://github.com/bitesofcode/projexui/blob/f18a73bec84df90b034ca69b9deea118dbedfc4d/projexui/dialogs/xwizardbrowserdialog/xwizardbrowserdialog.py#L208-L216 | def showDescription( self ):
"""
Shows the description for the current plugin in the interface.
"""
plugin = self.currentPlugin()
if ( not plugin ):
self.uiDescriptionTXT.setText('')
else:
self.uiDescriptionTXT.setText(plugin.description()) | [
"def",
"showDescription",
"(",
"self",
")",
":",
"plugin",
"=",
"self",
".",
"currentPlugin",
"(",
")",
"if",
"(",
"not",
"plugin",
")",
":",
"self",
".",
"uiDescriptionTXT",
".",
"setText",
"(",
"''",
")",
"else",
":",
"self",
".",
"uiDescriptionTXT",
... | Shows the description for the current plugin in the interface. | [
"Shows",
"the",
"description",
"for",
"the",
"current",
"plugin",
"in",
"the",
"interface",
"."
] | python | train | 34.666667 |
PMEAL/OpenPNM | openpnm/core/Base.py | https://github.com/PMEAL/OpenPNM/blob/0547b5724ffedc0a593aae48639d36fe10e0baed/openpnm/core/Base.py#L1430-L1463 | def show_hist(self, props=[], bins=20, **kwargs):
r"""
Show a quick plot of key property distributions.
Parameters
----------
props : string or list of strings
The pore and/or throat properties to be plotted as histograms
bins : int or array_like
... | [
"def",
"show_hist",
"(",
"self",
",",
"props",
"=",
"[",
"]",
",",
"bins",
"=",
"20",
",",
"*",
"*",
"kwargs",
")",
":",
"if",
"type",
"(",
"props",
")",
"is",
"str",
":",
"props",
"=",
"[",
"props",
"]",
"N",
"=",
"len",
"(",
"props",
")",
... | r"""
Show a quick plot of key property distributions.
Parameters
----------
props : string or list of strings
The pore and/or throat properties to be plotted as histograms
bins : int or array_like
The number of bins to use when generating the histogram. ... | [
"r",
"Show",
"a",
"quick",
"plot",
"of",
"key",
"property",
"distributions",
"."
] | python | train | 28.470588 |
spyder-ide/spyder | spyder/plugins/variableexplorer/widgets/dataframeeditor.py | https://github.com/spyder-ide/spyder/blob/f76836ce1b924bcc4efd3f74f2960d26a4e528e0/spyder/plugins/variableexplorer/widgets/dataframeeditor.py#L665-L680 | def fetch_more(self, rows=False, columns=False):
"""Get more columns or rows (based on axis)."""
if self.axis == 1 and self.total_rows > self.rows_loaded:
reminder = self.total_rows - self.rows_loaded
items_to_fetch = min(reminder, ROWS_TO_LOAD)
self.beginInsert... | [
"def",
"fetch_more",
"(",
"self",
",",
"rows",
"=",
"False",
",",
"columns",
"=",
"False",
")",
":",
"if",
"self",
".",
"axis",
"==",
"1",
"and",
"self",
".",
"total_rows",
">",
"self",
".",
"rows_loaded",
":",
"reminder",
"=",
"self",
".",
"total_ro... | Get more columns or rows (based on axis). | [
"Get",
"more",
"columns",
"or",
"rows",
"(",
"based",
"on",
"axis",
")",
"."
] | python | train | 57 |
globality-corp/microcosm | microcosm/config/types.py | https://github.com/globality-corp/microcosm/blob/6856200ca295da4269c8c1c9de7db0b97c1f4523/microcosm/config/types.py#L8-L21 | def boolean(value):
"""
Configuration-friendly boolean type converter.
Supports both boolean-valued and string-valued inputs (e.g. from env vars).
"""
if isinstance(value, bool):
return value
if value == "":
return False
return strtobool(value) | [
"def",
"boolean",
"(",
"value",
")",
":",
"if",
"isinstance",
"(",
"value",
",",
"bool",
")",
":",
"return",
"value",
"if",
"value",
"==",
"\"\"",
":",
"return",
"False",
"return",
"strtobool",
"(",
"value",
")"
] | Configuration-friendly boolean type converter.
Supports both boolean-valued and string-valued inputs (e.g. from env vars). | [
"Configuration",
"-",
"friendly",
"boolean",
"type",
"converter",
"."
] | python | train | 19.928571 |
Esri/ArcREST | src/arcrest/webmap/symbols.py | https://github.com/Esri/ArcREST/blob/ab240fde2b0200f61d4a5f6df033516e53f2f416/src/arcrest/webmap/symbols.py#L448-L454 | def base64ToImage(imgData, out_path, out_file):
""" converts a base64 string to a file """
fh = open(os.path.join(out_path, out_file), "wb")
fh.write(imgData.decode('base64'))
fh.close()
del fh
return os.path.join(out_path, out_file) | [
"def",
"base64ToImage",
"(",
"imgData",
",",
"out_path",
",",
"out_file",
")",
":",
"fh",
"=",
"open",
"(",
"os",
".",
"path",
".",
"join",
"(",
"out_path",
",",
"out_file",
")",
",",
"\"wb\"",
")",
"fh",
".",
"write",
"(",
"imgData",
".",
"decode",
... | converts a base64 string to a file | [
"converts",
"a",
"base64",
"string",
"to",
"a",
"file"
] | python | train | 39.285714 |
spacetelescope/stsci.tools | lib/stsci/tools/fileutil.py | https://github.com/spacetelescope/stsci.tools/blob/9a022503ad24ca54ce83331482dfa3ff6de9f403/lib/stsci/tools/fileutil.py#L171-L175 | def convertDate(date):
"""Convert DATE string into a decimal year."""
d, t = date.split('T')
return decimal_date(d, timeobs=t) | [
"def",
"convertDate",
"(",
"date",
")",
":",
"d",
",",
"t",
"=",
"date",
".",
"split",
"(",
"'T'",
")",
"return",
"decimal_date",
"(",
"d",
",",
"timeobs",
"=",
"t",
")"
] | Convert DATE string into a decimal year. | [
"Convert",
"DATE",
"string",
"into",
"a",
"decimal",
"year",
"."
] | python | train | 27 |
xflows/rdm | rdm/wrappers/rsd/rsd.py | https://github.com/xflows/rdm/blob/d984e2a0297e5fa8d799953bbd0dba79b05d403d/rdm/wrappers/rsd/rsd.py#L78-L89 | def settingsAsFacts(self, settings):
"""
Parses a string of settings.
:param setting: String of settings in the form:
``set(name1, val1), set(name2, val2)...``
"""
pattern = re.compile('set\(([a-zA-Z0-9_]+),(\[a-zA-Z0-9_]+)\)')
pairs = pattern.findall(se... | [
"def",
"settingsAsFacts",
"(",
"self",
",",
"settings",
")",
":",
"pattern",
"=",
"re",
".",
"compile",
"(",
"'set\\(([a-zA-Z0-9_]+),(\\[a-zA-Z0-9_]+)\\)'",
")",
"pairs",
"=",
"pattern",
".",
"findall",
"(",
"settings",
")",
"for",
"name",
",",
"val",
"in",
... | Parses a string of settings.
:param setting: String of settings in the form:
``set(name1, val1), set(name2, val2)...`` | [
"Parses",
"a",
"string",
"of",
"settings",
"."
] | python | train | 31.666667 |
tensorflow/tensor2tensor | tensor2tensor/trax/jaxboard.py | https://github.com/tensorflow/tensor2tensor/blob/272500b6efe353aeb638d2745ed56e519462ca31/tensor2tensor/trax/jaxboard.py#L111-L125 | def scalar(self, tag, value, step=None):
"""Saves scalar value.
Args:
tag: str: label for this data
value: int/float: number to log
step: int: training step
"""
value = float(onp.array(value))
if step is None:
step = self._step
else:
self._step = step
summary =... | [
"def",
"scalar",
"(",
"self",
",",
"tag",
",",
"value",
",",
"step",
"=",
"None",
")",
":",
"value",
"=",
"float",
"(",
"onp",
".",
"array",
"(",
"value",
")",
")",
"if",
"step",
"is",
"None",
":",
"step",
"=",
"self",
".",
"_step",
"else",
":"... | Saves scalar value.
Args:
tag: str: label for this data
value: int/float: number to log
step: int: training step | [
"Saves",
"scalar",
"value",
"."
] | python | train | 26.8 |
google/grr | grr/server/grr_response_server/flows/general/transfer.py | https://github.com/google/grr/blob/5cef4e8e2f0d5df43ea4877e9c798e0bf60bfe74/grr/server/grr_response_server/flows/general/transfer.py#L432-L442 | def StoreStat(self, responses):
"""Stores stat entry in the flow's state."""
index = responses.request_data["index"]
if not responses.success:
self.Log("Failed to stat file: %s", responses.status)
# Report failure.
self._FileFetchFailed(index, responses.request_data["request_name"])
... | [
"def",
"StoreStat",
"(",
"self",
",",
"responses",
")",
":",
"index",
"=",
"responses",
".",
"request_data",
"[",
"\"index\"",
"]",
"if",
"not",
"responses",
".",
"success",
":",
"self",
".",
"Log",
"(",
"\"Failed to stat file: %s\"",
",",
"responses",
".",
... | Stores stat entry in the flow's state. | [
"Stores",
"stat",
"entry",
"in",
"the",
"flow",
"s",
"state",
"."
] | python | train | 37.272727 |
what-studio/profiling | profiling/__main__.py | https://github.com/what-studio/profiling/blob/49666ba3ea295eb73782ae6c18a4ec7929d7d8b7/profiling/__main__.py#L126-L144 | def config_default(option, default=None, type=None, section=cli.name):
"""Guesses a default value of a CLI option from the configuration.
::
@click.option('--locale', default=config_default('locale'))
"""
def f(option=option, default=default, type=type, section=section):
config = read_... | [
"def",
"config_default",
"(",
"option",
",",
"default",
"=",
"None",
",",
"type",
"=",
"None",
",",
"section",
"=",
"cli",
".",
"name",
")",
":",
"def",
"f",
"(",
"option",
"=",
"option",
",",
"default",
"=",
"default",
",",
"type",
"=",
"type",
",... | Guesses a default value of a CLI option from the configuration.
::
@click.option('--locale', default=config_default('locale')) | [
"Guesses",
"a",
"default",
"value",
"of",
"a",
"CLI",
"option",
"from",
"the",
"configuration",
"."
] | python | train | 33.578947 |
allelos/vectors | vectors/vectors.py | https://github.com/allelos/vectors/blob/55db2a7e489ae5f4380e70b3c5b7a6ce39de5cee/vectors/vectors.py#L235-L241 | def spherical(cls, mag, theta, phi=0):
'''Returns a Vector instance from spherical coordinates'''
return cls(
mag * math.sin(phi) * math.cos(theta), # X
mag * math.sin(phi) * math.sin(theta), # Y
mag * math.cos(phi) # Z
) | [
"def",
"spherical",
"(",
"cls",
",",
"mag",
",",
"theta",
",",
"phi",
"=",
"0",
")",
":",
"return",
"cls",
"(",
"mag",
"*",
"math",
".",
"sin",
"(",
"phi",
")",
"*",
"math",
".",
"cos",
"(",
"theta",
")",
",",
"# X",
"mag",
"*",
"math",
".",
... | Returns a Vector instance from spherical coordinates | [
"Returns",
"a",
"Vector",
"instance",
"from",
"spherical",
"coordinates"
] | python | train | 39.714286 |
google/grr | grr/server/grr_response_server/aff4.py | https://github.com/google/grr/blob/5cef4e8e2f0d5df43ea4877e9c798e0bf60bfe74/grr/server/grr_response_server/aff4.py#L321-L337 | def GetAttributes(self, urns, age=NEWEST_TIME):
"""Retrieves all the attributes for all the urns."""
urns = set([utils.SmartUnicode(u) for u in urns])
to_read = {urn: self._MakeCacheInvariant(urn, age) for urn in urns}
# Urns not present in the cache we need to get from the database.
if to_read:
... | [
"def",
"GetAttributes",
"(",
"self",
",",
"urns",
",",
"age",
"=",
"NEWEST_TIME",
")",
":",
"urns",
"=",
"set",
"(",
"[",
"utils",
".",
"SmartUnicode",
"(",
"u",
")",
"for",
"u",
"in",
"urns",
"]",
")",
"to_read",
"=",
"{",
"urn",
":",
"self",
".... | Retrieves all the attributes for all the urns. | [
"Retrieves",
"all",
"the",
"attributes",
"for",
"all",
"the",
"urns",
"."
] | python | train | 37.117647 |
pyviz/holoviews | holoviews/core/util.py | https://github.com/pyviz/holoviews/blob/ae0dd2f3de448b0ca5e9065aabd6ef8d84c7e655/holoviews/core/util.py#L2007-L2019 | def mimebundle_to_html(bundle):
"""
Converts a MIME bundle into HTML.
"""
if isinstance(bundle, tuple):
data, metadata = bundle
else:
data = bundle
html = data.get('text/html', '')
if 'application/javascript' in data:
js = data['application/javascript']
html +... | [
"def",
"mimebundle_to_html",
"(",
"bundle",
")",
":",
"if",
"isinstance",
"(",
"bundle",
",",
"tuple",
")",
":",
"data",
",",
"metadata",
"=",
"bundle",
"else",
":",
"data",
"=",
"bundle",
"html",
"=",
"data",
".",
"get",
"(",
"'text/html'",
",",
"''",... | Converts a MIME bundle into HTML. | [
"Converts",
"a",
"MIME",
"bundle",
"into",
"HTML",
"."
] | python | train | 30.384615 |
bram85/topydo | topydo/lib/ChangeSet.py | https://github.com/bram85/topydo/blob/b59fcfca5361869a6b78d4c9808c7c6cd0a18b58/topydo/lib/ChangeSet.py#L96-L119 | def save(self, p_todolist):
"""
Saves a tuple with archive, todolist and command with its arguments
into the backup file with unix timestamp as the key. Tuple is then
indexed in backup file with combination of hash calculated from
p_todolist and unix timestamp. Backup file is clo... | [
"def",
"save",
"(",
"self",
",",
"p_todolist",
")",
":",
"self",
".",
"_trim",
"(",
")",
"current_hash",
"=",
"hash_todolist",
"(",
"p_todolist",
")",
"list_todo",
"=",
"(",
"self",
".",
"todolist",
".",
"print_todos",
"(",
")",
"+",
"'\\n'",
")",
".",... | Saves a tuple with archive, todolist and command with its arguments
into the backup file with unix timestamp as the key. Tuple is then
indexed in backup file with combination of hash calculated from
p_todolist and unix timestamp. Backup file is closed afterwards. | [
"Saves",
"a",
"tuple",
"with",
"archive",
"todolist",
"and",
"command",
"with",
"its",
"arguments",
"into",
"the",
"backup",
"file",
"with",
"unix",
"timestamp",
"as",
"the",
"key",
".",
"Tuple",
"is",
"then",
"indexed",
"in",
"backup",
"file",
"with",
"co... | python | train | 36.208333 |
scanny/python-pptx | pptx/oxml/shapes/autoshape.py | https://github.com/scanny/python-pptx/blob/d6ab8234f8b03953d2f831ff9394b1852db34130/pptx/oxml/shapes/autoshape.py#L115-L119 | def add_path(self, w, h):
"""Return a newly created `a:path` child element."""
path = self._add_path()
path.w, path.h = w, h
return path | [
"def",
"add_path",
"(",
"self",
",",
"w",
",",
"h",
")",
":",
"path",
"=",
"self",
".",
"_add_path",
"(",
")",
"path",
".",
"w",
",",
"path",
".",
"h",
"=",
"w",
",",
"h",
"return",
"path"
] | Return a newly created `a:path` child element. | [
"Return",
"a",
"newly",
"created",
"a",
":",
"path",
"child",
"element",
"."
] | python | train | 32.8 |
6809/MC6809 | MC6809/components/mc6809_stack.py | https://github.com/6809/MC6809/blob/6ba2f5106df46689017b5d0b6d84d43b7ee6a240/MC6809/components/mc6809_stack.py#L149-L186 | def instruction_PUL(self, opcode, m, register):
"""
All, some, or none of the processor registers are pulled from stack
(with the exception of stack pointer itself).
A single register may be pulled from the stack with condition codes set
by doing an autoincrement load from the s... | [
"def",
"instruction_PUL",
"(",
"self",
",",
"opcode",
",",
"m",
",",
"register",
")",
":",
"assert",
"register",
"in",
"(",
"self",
".",
"system_stack_pointer",
",",
"self",
".",
"user_stack_pointer",
")",
"def",
"pull",
"(",
"register_str",
",",
"stack_poin... | All, some, or none of the processor registers are pulled from stack
(with the exception of stack pointer itself).
A single register may be pulled from the stack with condition codes set
by doing an autoincrement load from the stack (example: LDX ,S++).
source code forms: b7 b6 b5 b4 b3... | [
"All",
"some",
"or",
"none",
"of",
"the",
"processor",
"registers",
"are",
"pulled",
"from",
"stack",
"(",
"with",
"the",
"exception",
"of",
"stack",
"pointer",
"itself",
")",
"."
] | python | train | 40.131579 |
secdev/scapy | scapy/contrib/http2.py | https://github.com/secdev/scapy/blob/3ffe757c184017dd46464593a8f80f85abc1e79a/scapy/contrib/http2.py#L368-L397 | def addfield(self, pkt, s, val):
# type: (Optional[packet.Packet], Union[str, Tuple[str, int, int]], int) -> str # noqa: E501
""" An AbstractUVarIntField prefix always consumes the remaining bits
of a BitField;if no current BitField is in use (no tuple in
entry) then the prefix leng... | [
"def",
"addfield",
"(",
"self",
",",
"pkt",
",",
"s",
",",
"val",
")",
":",
"# type: (Optional[packet.Packet], Union[str, Tuple[str, int, int]], int) -> str # noqa: E501",
"assert",
"(",
"val",
">=",
"0",
")",
"if",
"isinstance",
"(",
"s",
",",
"bytes",
")",
":",... | An AbstractUVarIntField prefix always consumes the remaining bits
of a BitField;if no current BitField is in use (no tuple in
entry) then the prefix length is 8 bits and the whole byte is to
be consumed
@param packet.Packet|None pkt: the packet containing this field. Probably unuse... | [
"An",
"AbstractUVarIntField",
"prefix",
"always",
"consumes",
"the",
"remaining",
"bits",
"of",
"a",
"BitField",
";",
"if",
"no",
"current",
"BitField",
"is",
"in",
"use",
"(",
"no",
"tuple",
"in",
"entry",
")",
"then",
"the",
"prefix",
"length",
"is",
"8"... | python | train | 63.233333 |
saltstack/salt | salt/modules/nova.py | https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/nova.py#L250-L268 | def volume_list(search_opts=None, profile=None, **kwargs):
'''
List storage volumes
search_opts
Dictionary of search options
profile
Profile to use
CLI Example:
.. code-block:: bash
salt '*' nova.volume_list search_opts='{"display_name": "myblock"}' profile=openstack... | [
"def",
"volume_list",
"(",
"search_opts",
"=",
"None",
",",
"profile",
"=",
"None",
",",
"*",
"*",
"kwargs",
")",
":",
"conn",
"=",
"_auth",
"(",
"profile",
",",
"*",
"*",
"kwargs",
")",
"return",
"conn",
".",
"volume_list",
"(",
"search_opts",
"=",
... | List storage volumes
search_opts
Dictionary of search options
profile
Profile to use
CLI Example:
.. code-block:: bash
salt '*' nova.volume_list search_opts='{"display_name": "myblock"}' profile=openstack | [
"List",
"storage",
"volumes"
] | python | train | 21.052632 |
potash/drain | drain/data.py | https://github.com/potash/drain/blob/ddd62081cb9317beb5d21f86c8b4bb196ca3d222/drain/data.py#L203-L213 | def expand_dates(df, columns=[]):
"""
generate year, month, day features from specified date features
"""
columns = df.columns.intersection(columns)
df2 = df.reindex(columns=set(df.columns).difference(columns))
for column in columns:
df2[column + '_year'] = df[column].apply(lambda x: x.y... | [
"def",
"expand_dates",
"(",
"df",
",",
"columns",
"=",
"[",
"]",
")",
":",
"columns",
"=",
"df",
".",
"columns",
".",
"intersection",
"(",
"columns",
")",
"df2",
"=",
"df",
".",
"reindex",
"(",
"columns",
"=",
"set",
"(",
"df",
".",
"columns",
")",... | generate year, month, day features from specified date features | [
"generate",
"year",
"month",
"day",
"features",
"from",
"specified",
"date",
"features"
] | python | train | 42.090909 |
DarkEnergySurvey/ugali | ugali/utils/healpix.py | https://github.com/DarkEnergySurvey/ugali/blob/21e890b4117fc810afb6fb058e8055d564f03382/ugali/utils/healpix.py#L173-L194 | def healpixMap(nside, lon, lat, fill_value=0., nest=False):
"""
Input (lon, lat) in degrees instead of (theta, phi) in radians.
Returns HEALPix map at the desired resolution
"""
lon_median, lat_median = np.median(lon), np.median(lat)
max_angsep = np.max(ugali.utils.projector.angsep(lon, lat, l... | [
"def",
"healpixMap",
"(",
"nside",
",",
"lon",
",",
"lat",
",",
"fill_value",
"=",
"0.",
",",
"nest",
"=",
"False",
")",
":",
"lon_median",
",",
"lat_median",
"=",
"np",
".",
"median",
"(",
"lon",
")",
",",
"np",
".",
"median",
"(",
"lat",
")",
"... | Input (lon, lat) in degrees instead of (theta, phi) in radians.
Returns HEALPix map at the desired resolution | [
"Input",
"(",
"lon",
"lat",
")",
"in",
"degrees",
"instead",
"of",
"(",
"theta",
"phi",
")",
"in",
"radians",
".",
"Returns",
"HEALPix",
"map",
"at",
"the",
"desired",
"resolution"
] | python | train | 43.681818 |
numenta/nupic | src/nupic/algorithms/spatial_pooler.py | https://github.com/numenta/nupic/blob/5922fafffdccc8812e72b3324965ad2f7d4bbdad/src/nupic/algorithms/spatial_pooler.py#L821-L830 | def getPermanence(self, columnIndex, permanence):
"""
Returns the permanence values for a given column. ``permanence`` size
must match the number of inputs.
:param columnIndex: (int) column index to get permanence for.
:param permanence: (list) will be overwritten with permanences.
"""
... | [
"def",
"getPermanence",
"(",
"self",
",",
"columnIndex",
",",
"permanence",
")",
":",
"assert",
"(",
"columnIndex",
"<",
"self",
".",
"_numColumns",
")",
"permanence",
"[",
":",
"]",
"=",
"self",
".",
"_permanences",
"[",
"columnIndex",
"]"
] | Returns the permanence values for a given column. ``permanence`` size
must match the number of inputs.
:param columnIndex: (int) column index to get permanence for.
:param permanence: (list) will be overwritten with permanences. | [
"Returns",
"the",
"permanence",
"values",
"for",
"a",
"given",
"column",
".",
"permanence",
"size",
"must",
"match",
"the",
"number",
"of",
"inputs",
".",
":",
"param",
"columnIndex",
":",
"(",
"int",
")",
"column",
"index",
"to",
"get",
"permanence",
"for... | python | valid | 40.1 |
buildbot/buildbot | master/buildbot/buildbot_net_usage_data.py | https://github.com/buildbot/buildbot/blob/5df3cfae6d760557d99156633c32b1822a1e130c/master/buildbot/buildbot_net_usage_data.py#L75-L93 | def getName(obj):
"""This method finds the first parent class which is within the buildbot namespace
it prepends the name with as many ">" as the class is subclassed
"""
# elastic search does not like '.' in dict keys, so we replace by /
def sanitize(name):
return name.replace(".", "/")
... | [
"def",
"getName",
"(",
"obj",
")",
":",
"# elastic search does not like '.' in dict keys, so we replace by /",
"def",
"sanitize",
"(",
"name",
")",
":",
"return",
"name",
".",
"replace",
"(",
"\".\"",
",",
"\"/\"",
")",
"if",
"isinstance",
"(",
"obj",
",",
"_Bui... | This method finds the first parent class which is within the buildbot namespace
it prepends the name with as many ">" as the class is subclassed | [
"This",
"method",
"finds",
"the",
"first",
"parent",
"class",
"which",
"is",
"within",
"the",
"buildbot",
"namespace",
"it",
"prepends",
"the",
"name",
"with",
"as",
"many",
">",
"as",
"the",
"class",
"is",
"subclassed"
] | python | train | 38.526316 |
jhermann/rituals | src/rituals/util/scm/base.py | https://github.com/jhermann/rituals/blob/1534f50d81e19bbbe799e2eba0acdefbce047c06/src/rituals/util/scm/base.py#L38-L41 | def run(self, cmd, *args, **kwargs):
"""Run a command."""
runner = self.ctx.run if self.ctx else None
return run(cmd, runner=runner, *args, **kwargs) | [
"def",
"run",
"(",
"self",
",",
"cmd",
",",
"*",
"args",
",",
"*",
"*",
"kwargs",
")",
":",
"runner",
"=",
"self",
".",
"ctx",
".",
"run",
"if",
"self",
".",
"ctx",
"else",
"None",
"return",
"run",
"(",
"cmd",
",",
"runner",
"=",
"runner",
",",... | Run a command. | [
"Run",
"a",
"command",
"."
] | python | valid | 42.5 |
adrn/gala | gala/dynamics/orbit.py | https://github.com/adrn/gala/blob/ea95575a0df1581bb4b0986aebd6eea8438ab7eb/gala/dynamics/orbit.py#L614-L637 | def eccentricity(self, **kw):
r"""
Returns the eccentricity computed from the mean apocenter and
mean pericenter.
.. math::
e = \frac{r_{\rm apo} - r_{\rm per}}{r_{\rm apo} + r_{\rm per}}
Parameters
----------
**kw
Any keyword arguments ... | [
"def",
"eccentricity",
"(",
"self",
",",
"*",
"*",
"kw",
")",
":",
"ra",
"=",
"self",
".",
"apocenter",
"(",
"*",
"*",
"kw",
")",
"rp",
"=",
"self",
".",
"pericenter",
"(",
"*",
"*",
"kw",
")",
"return",
"(",
"ra",
"-",
"rp",
")",
"/",
"(",
... | r"""
Returns the eccentricity computed from the mean apocenter and
mean pericenter.
.. math::
e = \frac{r_{\rm apo} - r_{\rm per}}{r_{\rm apo} + r_{\rm per}}
Parameters
----------
**kw
Any keyword arguments passed to ``apocenter()`` and
... | [
"r",
"Returns",
"the",
"eccentricity",
"computed",
"from",
"the",
"mean",
"apocenter",
"and",
"mean",
"pericenter",
"."
] | python | train | 25.041667 |
KelSolaar/Umbra | umbra/components/factory/script_editor/editor.py | https://github.com/KelSolaar/Umbra/blob/66f45f08d9d723787f1191989f8b0dda84b412ce/umbra/components/factory/script_editor/editor.py#L425-L446 | def set_title(self, title=None):
"""
Sets the editor title.
:param title: Editor title.
:type title: unicode
:return: Method success.
:rtype: bool
"""
if not title:
# TODO: https://bugreports.qt-project.org/browse/QTBUG-27084
# ti... | [
"def",
"set_title",
"(",
"self",
",",
"title",
"=",
"None",
")",
":",
"if",
"not",
"title",
":",
"# TODO: https://bugreports.qt-project.org/browse/QTBUG-27084",
"# titleTemplate = self.is_modified() and \"{0} *\" or \"{0}\"",
"# title = titleTemplate.format(self.get_file_short_name()... | Sets the editor title.
:param title: Editor title.
:type title: unicode
:return: Method success.
:rtype: bool | [
"Sets",
"the",
"editor",
"title",
"."
] | python | train | 30.045455 |
streamlink/streamlink | src/streamlink/plugin/api/validate.py | https://github.com/streamlink/streamlink/blob/c8ed1daff14ac03195870238b9b900c1109dd5c1/src/streamlink/plugin/api/validate.py#L219-L241 | def map(func):
"""Apply function to each value inside the sequence or dict.
Supports both dicts and sequences, key/value pairs are
expanded when applied to a dict.
"""
# text is an alias for basestring on Python 2, which cannot be
# instantiated and therefore can't be used to transform the valu... | [
"def",
"map",
"(",
"func",
")",
":",
"# text is an alias for basestring on Python 2, which cannot be",
"# instantiated and therefore can't be used to transform the value,",
"# so we force to unicode instead.",
"if",
"is_py2",
"and",
"text",
"==",
"func",
":",
"func",
"=",
"unicod... | Apply function to each value inside the sequence or dict.
Supports both dicts and sequences, key/value pairs are
expanded when applied to a dict. | [
"Apply",
"function",
"to",
"each",
"value",
"inside",
"the",
"sequence",
"or",
"dict",
"."
] | python | test | 29.434783 |
minhhoit/yacms | yacms/generic/forms.py | https://github.com/minhhoit/yacms/blob/2921b706b7107c6e8c5f2bbf790ff11f85a2167f/yacms/generic/forms.py#L197-L209 | def clean(self):
"""
Check unauthenticated user's cookie as a light check to
prevent duplicate votes.
"""
bits = (self.data["content_type"], self.data["object_pk"])
request = self.request
self.current = "%s.%s" % bits
self.previous = request.COOKIES.get("y... | [
"def",
"clean",
"(",
"self",
")",
":",
"bits",
"=",
"(",
"self",
".",
"data",
"[",
"\"content_type\"",
"]",
",",
"self",
".",
"data",
"[",
"\"object_pk\"",
"]",
")",
"request",
"=",
"self",
".",
"request",
"self",
".",
"current",
"=",
"\"%s.%s\"",
"%... | Check unauthenticated user's cookie as a light check to
prevent duplicate votes. | [
"Check",
"unauthenticated",
"user",
"s",
"cookie",
"as",
"a",
"light",
"check",
"to",
"prevent",
"duplicate",
"votes",
"."
] | python | train | 43.230769 |
edx/edx-enterprise | enterprise/admin/views.py | https://github.com/edx/edx-enterprise/blob/aea91379ab0a87cd3bc798961fce28b60ee49a80/enterprise/admin/views.py#L218-L238 | def _build_context(self, request, customer_uuid):
"""
Build common context parts used by different handlers in this view.
"""
# TODO: pylint acts stupid - find a way around it without suppressing
enterprise_customer = EnterpriseCustomer.objects.get(uuid=customer_uuid) # pylint: ... | [
"def",
"_build_context",
"(",
"self",
",",
"request",
",",
"customer_uuid",
")",
":",
"# TODO: pylint acts stupid - find a way around it without suppressing",
"enterprise_customer",
"=",
"EnterpriseCustomer",
".",
"objects",
".",
"get",
"(",
"uuid",
"=",
"customer_uuid",
... | Build common context parts used by different handlers in this view. | [
"Build",
"common",
"context",
"parts",
"used",
"by",
"different",
"handlers",
"in",
"this",
"view",
"."
] | python | valid | 54.666667 |
econ-ark/HARK | HARK/ConsumptionSaving/ConsMedModel.py | https://github.com/econ-ark/HARK/blob/3d184153a189e618a87c9540df1cd12044039cc5/HARK/ConsumptionSaving/ConsMedModel.py#L1019-L1101 | def makevAndvPfuncs(self,policyFunc):
'''
Constructs the marginal value function for this period.
Parameters
----------
policyFunc : function
Consumption and medical care function for this period, defined over
market resources, permanent income level, and... | [
"def",
"makevAndvPfuncs",
"(",
"self",
",",
"policyFunc",
")",
":",
"# Get state dimension sizes",
"mCount",
"=",
"self",
".",
"aXtraGrid",
".",
"size",
"pCount",
"=",
"self",
".",
"pLvlGrid",
".",
"size",
"MedCount",
"=",
"self",
".",
"MedShkVals",
".",
"si... | Constructs the marginal value function for this period.
Parameters
----------
policyFunc : function
Consumption and medical care function for this period, defined over
market resources, permanent income level, and the medical need shock.
Returns
-------
... | [
"Constructs",
"the",
"marginal",
"value",
"function",
"for",
"this",
"period",
"."
] | python | train | 49.819277 |
horazont/aioxmpp | aioxmpp/pubsub/service.py | https://github.com/horazont/aioxmpp/blob/22a68e5e1d23f2a4dee470092adbd4672f9ef061/aioxmpp/pubsub/service.py#L1023-L1044 | def purge(self, jid, node):
"""
Delete all items from a node.
:param jid: JID of the PubSub service
:param node: Name of the PubSub node
:type node: :class:`str`
Requires :attr:`.xso.Feature.PURGE`.
"""
iq = aioxmpp.stanza.IQ(
type_=aioxmpp.... | [
"def",
"purge",
"(",
"self",
",",
"jid",
",",
"node",
")",
":",
"iq",
"=",
"aioxmpp",
".",
"stanza",
".",
"IQ",
"(",
"type_",
"=",
"aioxmpp",
".",
"structs",
".",
"IQType",
".",
"SET",
",",
"to",
"=",
"jid",
",",
"payload",
"=",
"pubsub_xso",
"."... | Delete all items from a node.
:param jid: JID of the PubSub service
:param node: Name of the PubSub node
:type node: :class:`str`
Requires :attr:`.xso.Feature.PURGE`. | [
"Delete",
"all",
"items",
"from",
"a",
"node",
"."
] | python | train | 24.090909 |
wummel/linkchecker | linkcheck/fileutil.py | https://github.com/wummel/linkchecker/blob/c2ce810c3fb00b895a841a7be6b2e78c64e7b042/linkcheck/fileutil.py#L200-L202 | def is_readable(filename):
"""Check if file is a regular file and is readable."""
return os.path.isfile(filename) and os.access(filename, os.R_OK) | [
"def",
"is_readable",
"(",
"filename",
")",
":",
"return",
"os",
".",
"path",
".",
"isfile",
"(",
"filename",
")",
"and",
"os",
".",
"access",
"(",
"filename",
",",
"os",
".",
"R_OK",
")"
] | Check if file is a regular file and is readable. | [
"Check",
"if",
"file",
"is",
"a",
"regular",
"file",
"and",
"is",
"readable",
"."
] | python | train | 50.666667 |
PatrikValkovic/grammpy | grammpy/representation/support/_RulesSet.py | https://github.com/PatrikValkovic/grammpy/blob/879ce0ef794ac2823acc19314fcd7a8aba53e50f/grammpy/representation/support/_RulesSet.py#L82-L102 | def _add(self, *rules):
# type: (Iterable[Type[Rule]]) -> Generator[Type[Rule]]
"""
Add rules into the set. Each rule is validated and split if needed.
The method add the rules into dictionary, so the rule can be deleted with terminals or nonterminals.
:param rules: Rules to inse... | [
"def",
"_add",
"(",
"self",
",",
"*",
"rules",
")",
":",
"# type: (Iterable[Type[Rule]]) -> Generator[Type[Rule]]",
"for",
"rule",
"in",
"rules",
":",
"if",
"rule",
"in",
"self",
":",
"continue",
"self",
".",
"_validate_rule",
"(",
"rule",
")",
"for",
"rule",
... | Add rules into the set. Each rule is validated and split if needed.
The method add the rules into dictionary, so the rule can be deleted with terminals or nonterminals.
:param rules: Rules to insert.
:return: Inserted rules.
:raise NotRuleException: If the parameter doesn't inherit from ... | [
"Add",
"rules",
"into",
"the",
"set",
".",
"Each",
"rule",
"is",
"validated",
"and",
"split",
"if",
"needed",
".",
"The",
"method",
"add",
"the",
"rules",
"into",
"dictionary",
"so",
"the",
"rule",
"can",
"be",
"deleted",
"with",
"terminals",
"or",
"nont... | python | train | 41.047619 |
dependencies-io/cli | dependencies_cli/project_template/{{cookiecutter.name}}/src/utils.py | https://github.com/dependencies-io/cli/blob/d8ae97343c48a61d6614d3e8af6a981b4cfb1bcb/dependencies_cli/project_template/{{cookiecutter.name}}/src/utils.py#L7-L12 | def write_json_to_temp_file(data):
"""Writes JSON data to a temporary file and returns the path to it"""
fp = tempfile.NamedTemporaryFile(delete=False)
fp.write(json.dumps(data).encode('utf-8'))
fp.close()
return fp.name | [
"def",
"write_json_to_temp_file",
"(",
"data",
")",
":",
"fp",
"=",
"tempfile",
".",
"NamedTemporaryFile",
"(",
"delete",
"=",
"False",
")",
"fp",
".",
"write",
"(",
"json",
".",
"dumps",
"(",
"data",
")",
".",
"encode",
"(",
"'utf-8'",
")",
")",
"fp",... | Writes JSON data to a temporary file and returns the path to it | [
"Writes",
"JSON",
"data",
"to",
"a",
"temporary",
"file",
"and",
"returns",
"the",
"path",
"to",
"it"
] | python | train | 39.166667 |
ethereum/py-trie | trie/binary.py | https://github.com/ethereum/py-trie/blob/d33108d21b54d59ee311f61d978496c84a6f1f8b/trie/binary.py#L305-L320 | def delete_subtrie(self, key):
"""
Given a key prefix, delete the whole subtrie that starts with the key prefix.
Key will be encoded into binary array format first.
It will call `_set` with `if_delete_subtrie` set to True.
"""
validate_is_bytes(key)
self.root_h... | [
"def",
"delete_subtrie",
"(",
"self",
",",
"key",
")",
":",
"validate_is_bytes",
"(",
"key",
")",
"self",
".",
"root_hash",
"=",
"self",
".",
"_set",
"(",
"self",
".",
"root_hash",
",",
"encode_to_bin",
"(",
"key",
")",
",",
"value",
"=",
"b''",
",",
... | Given a key prefix, delete the whole subtrie that starts with the key prefix.
Key will be encoded into binary array format first.
It will call `_set` with `if_delete_subtrie` set to True. | [
"Given",
"a",
"key",
"prefix",
"delete",
"the",
"whole",
"subtrie",
"that",
"starts",
"with",
"the",
"key",
"prefix",
"."
] | python | train | 28.125 |
google/grr | grr/server/grr_response_server/threadpool.py | https://github.com/google/grr/blob/5cef4e8e2f0d5df43ea4877e9c798e0bf60bfe74/grr/server/grr_response_server/threadpool.py#L363-L453 | def AddTask(self,
target,
args=(),
name="Unnamed task",
blocking=True,
inline=True):
"""Adds a task to be processed later.
Args:
target: A callable which should be processed by one of the workers.
args: A tuple of arguments to ta... | [
"def",
"AddTask",
"(",
"self",
",",
"target",
",",
"args",
"=",
"(",
")",
",",
"name",
"=",
"\"Unnamed task\"",
",",
"blocking",
"=",
"True",
",",
"inline",
"=",
"True",
")",
":",
"if",
"not",
"self",
".",
"started",
":",
"raise",
"ThreadPoolNotStarted... | Adds a task to be processed later.
Args:
target: A callable which should be processed by one of the workers.
args: A tuple of arguments to target.
name: The name of this task. Used to identify tasks in the log.
blocking: If True we block until the task is finished, otherwise we raise
... | [
"Adds",
"a",
"task",
"to",
"be",
"processed",
"later",
"."
] | python | train | 36.978022 |
OpenVolunteeringPlatform/django-ovp-projects | ovp_projects/views/project.py | https://github.com/OpenVolunteeringPlatform/django-ovp-projects/blob/239e27027ca99c7b44ee4f30bf55d06439d49251/ovp_projects/views/project.py#L46-L57 | def partial_update(self, request, *args, **kwargs):
""" We do not include the mixin as we want only PATCH and no PUT """
instance = self.get_object()
serializer = self.get_serializer(instance, data=request.data, partial=True, context=self.get_serializer_context())
serializer.is_valid(raise_exception=Tru... | [
"def",
"partial_update",
"(",
"self",
",",
"request",
",",
"*",
"args",
",",
"*",
"*",
"kwargs",
")",
":",
"instance",
"=",
"self",
".",
"get_object",
"(",
")",
"serializer",
"=",
"self",
".",
"get_serializer",
"(",
"instance",
",",
"data",
"=",
"reque... | We do not include the mixin as we want only PATCH and no PUT | [
"We",
"do",
"not",
"include",
"the",
"mixin",
"as",
"we",
"want",
"only",
"PATCH",
"and",
"no",
"PUT"
] | python | train | 45.333333 |
fastai/fastai | old/fastai/dataset.py | https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L255-L293 | def open_image(fn):
""" Opens an image using OpenCV given the file path.
Arguments:
fn: the file path of the image
Returns:
The image in RGB format as numpy array of floats normalized to range between 0.0 - 1.0
"""
flags = cv2.IMREAD_UNCHANGED+cv2.IMREAD_ANYDEPTH+cv2.IMREAD_ANYCOLO... | [
"def",
"open_image",
"(",
"fn",
")",
":",
"flags",
"=",
"cv2",
".",
"IMREAD_UNCHANGED",
"+",
"cv2",
".",
"IMREAD_ANYDEPTH",
"+",
"cv2",
".",
"IMREAD_ANYCOLOR",
"if",
"not",
"os",
".",
"path",
".",
"exists",
"(",
"fn",
")",
"and",
"not",
"str",
"(",
"... | Opens an image using OpenCV given the file path.
Arguments:
fn: the file path of the image
Returns:
The image in RGB format as numpy array of floats normalized to range between 0.0 - 1.0 | [
"Opens",
"an",
"image",
"using",
"OpenCV",
"given",
"the",
"file",
"path",
"."
] | python | train | 46.769231 |
opennode/waldur-core | waldur_core/cost_tracking/views.py | https://github.com/opennode/waldur-core/blob/d6c17a9592bb6c49c33567542eef8d099605a46a/waldur_core/cost_tracking/views.py#L103-L109 | def update(self, request, *args, **kwargs):
"""
Run **PATCH** request against */api/price-list-items/<uuid>/* to update price list item.
Only item_type, key value and units can be updated.
Only customer owner and staff can update price items.
"""
return super(PriceListIte... | [
"def",
"update",
"(",
"self",
",",
"request",
",",
"*",
"args",
",",
"*",
"*",
"kwargs",
")",
":",
"return",
"super",
"(",
"PriceListItemViewSet",
",",
"self",
")",
".",
"update",
"(",
"request",
",",
"*",
"args",
",",
"*",
"*",
"kwargs",
")"
] | Run **PATCH** request against */api/price-list-items/<uuid>/* to update price list item.
Only item_type, key value and units can be updated.
Only customer owner and staff can update price items. | [
"Run",
"**",
"PATCH",
"**",
"request",
"against",
"*",
"/",
"api",
"/",
"price",
"-",
"list",
"-",
"items",
"/",
"<uuid",
">",
"/",
"*",
"to",
"update",
"price",
"list",
"item",
".",
"Only",
"item_type",
"key",
"value",
"and",
"units",
"can",
"be",
... | python | train | 51.714286 |
gunthercox/ChatterBot | chatterbot/parsing.py | https://github.com/gunthercox/ChatterBot/blob/1a03dcb45cba7bdc24d3db5e750582e0cb1518e2/chatterbot/parsing.py#L540-L554 | def date_from_quarter(base_date, ordinal, year):
"""
Extract date from quarter of a year
"""
interval = 3
month_start = interval * (ordinal - 1)
if month_start < 0:
month_start = 9
month_end = month_start + interval
if month_start == 0:
month_start = 1
return [
... | [
"def",
"date_from_quarter",
"(",
"base_date",
",",
"ordinal",
",",
"year",
")",
":",
"interval",
"=",
"3",
"month_start",
"=",
"interval",
"*",
"(",
"ordinal",
"-",
"1",
")",
"if",
"month_start",
"<",
"0",
":",
"month_start",
"=",
"9",
"month_end",
"=",
... | Extract date from quarter of a year | [
"Extract",
"date",
"from",
"quarter",
"of",
"a",
"year"
] | python | train | 28 |
jwodder/doapi | doapi/doapi.py | https://github.com/jwodder/doapi/blob/b1306de86a01d8ae7b9c1fe2699765bb82e4f310/doapi/doapi.py#L370-L379 | def fetch_all_droplet_neighbors(self):
r"""
Returns a generator of all sets of multiple droplets that are running
on the same physical hardware
:rtype: generator of lists of `Droplet`\ s
:raises DOAPIError: if the API endpoint replies with an error
"""
for hood i... | [
"def",
"fetch_all_droplet_neighbors",
"(",
"self",
")",
":",
"for",
"hood",
"in",
"self",
".",
"paginate",
"(",
"'/v2/reports/droplet_neighbors'",
",",
"'neighbors'",
")",
":",
"yield",
"list",
"(",
"map",
"(",
"self",
".",
"_droplet",
",",
"hood",
")",
")"
... | r"""
Returns a generator of all sets of multiple droplets that are running
on the same physical hardware
:rtype: generator of lists of `Droplet`\ s
:raises DOAPIError: if the API endpoint replies with an error | [
"r",
"Returns",
"a",
"generator",
"of",
"all",
"sets",
"of",
"multiple",
"droplets",
"that",
"are",
"running",
"on",
"the",
"same",
"physical",
"hardware"
] | python | train | 42.2 |
sailthru/relay | relay/runner.py | https://github.com/sailthru/relay/blob/995209346c6663675d96d0cbff3bb67b9758c8e2/relay/runner.py#L69-L101 | def create_ramp_plan(err, ramp):
"""
Formulate and execute on a plan to slowly add heat or cooling to the system
`err` initial error (PV - SP)
`ramp` the size of the ramp
A ramp plan might yield MVs in this order at every timestep:
[5, 0, 4, 0, 3, 0, 2, 0, 1]
where err == 5 + 4 + 3... | [
"def",
"create_ramp_plan",
"(",
"err",
",",
"ramp",
")",
":",
"if",
"ramp",
"==",
"1",
":",
"# basecase",
"yield",
"int",
"(",
"err",
")",
"while",
"True",
":",
"yield",
"0",
"# np.arange(n).sum() == err",
"# --> solve for n",
"# err = (n - 1) * (n // 2) == .5 * n... | Formulate and execute on a plan to slowly add heat or cooling to the system
`err` initial error (PV - SP)
`ramp` the size of the ramp
A ramp plan might yield MVs in this order at every timestep:
[5, 0, 4, 0, 3, 0, 2, 0, 1]
where err == 5 + 4 + 3 + 2 + 1 | [
"Formulate",
"and",
"execute",
"on",
"a",
"plan",
"to",
"slowly",
"add",
"heat",
"or",
"cooling",
"to",
"the",
"system"
] | python | train | 31.121212 |
cytoscape/py2cytoscape | py2cytoscape/cyrest/edge.py | https://github.com/cytoscape/py2cytoscape/blob/dd34de8d028f512314d0057168df7fef7c5d5195/py2cytoscape/cyrest/edge.py#L13-L35 | def create_attribute(self,column=None,listType=None,namespace=None, network=None, atype=None, verbose=False):
"""
Creates a new edge column.
:param column (string, optional): Unique name of column
:param listType (string, optional): Can be one of integer, long, double,
or st... | [
"def",
"create_attribute",
"(",
"self",
",",
"column",
"=",
"None",
",",
"listType",
"=",
"None",
",",
"namespace",
"=",
"None",
",",
"network",
"=",
"None",
",",
"atype",
"=",
"None",
",",
"verbose",
"=",
"False",
")",
":",
"network",
"=",
"check_netw... | Creates a new edge column.
:param column (string, optional): Unique name of column
:param listType (string, optional): Can be one of integer, long, double,
or string.
:param namespace (string, optional): Node, Edge, and Network objects
support the default, local, and hid... | [
"Creates",
"a",
"new",
"edge",
"column",
"."
] | python | train | 54.130435 |
acorg/dark-matter | dark/blast/score.py | https://github.com/acorg/dark-matter/blob/c78a1bf262667fa5db3548fa7066c4ec14d0551d/dark/blast/score.py#L45-L63 | def eValueToBitScore(eValue, dbSize, dbSequenceCount, queryLength,
lengthAdjustment):
"""
Convert an e-value to a bit score.
@param eValue: The C{float} e-value to convert.
@param dbSize: The C{int} total size of the database (i.e., the sum of
the lengths of all sequences i... | [
"def",
"eValueToBitScore",
"(",
"eValue",
",",
"dbSize",
",",
"dbSequenceCount",
",",
"queryLength",
",",
"lengthAdjustment",
")",
":",
"effectiveDbSize",
"=",
"(",
"(",
"dbSize",
"-",
"dbSequenceCount",
"*",
"lengthAdjustment",
")",
"*",
"(",
"queryLength",
"-"... | Convert an e-value to a bit score.
@param eValue: The C{float} e-value to convert.
@param dbSize: The C{int} total size of the database (i.e., the sum of
the lengths of all sequences in the BLAST database).
@param dbSequenceCount: The C{int} number of sequences in the database.
@param queryLeng... | [
"Convert",
"an",
"e",
"-",
"value",
"to",
"a",
"bit",
"score",
"."
] | python | train | 42.315789 |
michael-lazar/rtv | rtv/page.py | https://github.com/michael-lazar/rtv/blob/ccef2af042566ad384977028cf0bde01bc524dda/rtv/page.py#L773-L846 | def _draw_content(self):
"""
Loop through submissions and fill up the content page.
"""
n_rows, n_cols = self.term.stdscr.getmaxyx()
window = self.term.stdscr.derwin(n_rows - self._row - 1, n_cols, self._row, 0)
window.erase()
win_n_rows, win_n_cols = window.getma... | [
"def",
"_draw_content",
"(",
"self",
")",
":",
"n_rows",
",",
"n_cols",
"=",
"self",
".",
"term",
".",
"stdscr",
".",
"getmaxyx",
"(",
")",
"window",
"=",
"self",
".",
"term",
".",
"stdscr",
".",
"derwin",
"(",
"n_rows",
"-",
"self",
".",
"_row",
"... | Loop through submissions and fill up the content page. | [
"Loop",
"through",
"submissions",
"and",
"fill",
"up",
"the",
"content",
"page",
"."
] | python | train | 48.594595 |
clalancette/pycdlib | pycdlib/dr.py | https://github.com/clalancette/pycdlib/blob/1e7b77a809e905d67dc71e12d70e850be26b6233/pycdlib/dr.py#L1044-L1059 | def is_associated_file(self):
# type: () -> bool
'''
A method to determine whether this file is 'associated' with another file
on the ISO.
Parameters:
None.
Returns:
True if this file is associated with another file on the ISO, False
otherwise.... | [
"def",
"is_associated_file",
"(",
"self",
")",
":",
"# type: () -> bool",
"if",
"not",
"self",
".",
"_initialized",
":",
"raise",
"pycdlibexception",
".",
"PyCdlibInternalError",
"(",
"'Directory Record not yet initialized'",
")",
"return",
"self",
".",
"file_flags",
... | A method to determine whether this file is 'associated' with another file
on the ISO.
Parameters:
None.
Returns:
True if this file is associated with another file on the ISO, False
otherwise. | [
"A",
"method",
"to",
"determine",
"whether",
"this",
"file",
"is",
"associated",
"with",
"another",
"file",
"on",
"the",
"ISO",
"."
] | python | train | 32.6875 |
vertexproject/synapse | synapse/lib/link.py | https://github.com/vertexproject/synapse/blob/22e67c5a8f6d7caddbcf34b39ab1bd2d6c4a6e0b/synapse/lib/link.py#L18-L24 | async def connect(host, port, ssl=None):
'''
Async connect and return a Link().
'''
info = {'host': host, 'port': port, 'ssl': ssl}
reader, writer = await asyncio.open_connection(host, port, ssl=ssl)
return await Link.anit(reader, writer, info=info) | [
"async",
"def",
"connect",
"(",
"host",
",",
"port",
",",
"ssl",
"=",
"None",
")",
":",
"info",
"=",
"{",
"'host'",
":",
"host",
",",
"'port'",
":",
"port",
",",
"'ssl'",
":",
"ssl",
"}",
"reader",
",",
"writer",
"=",
"await",
"asyncio",
".",
"op... | Async connect and return a Link(). | [
"Async",
"connect",
"and",
"return",
"a",
"Link",
"()",
"."
] | python | train | 38.142857 |
mikedh/trimesh | trimesh/creation.py | https://github.com/mikedh/trimesh/blob/25e059bf6d4caa74f62ffd58ce4f61a90ee4e518/trimesh/creation.py#L883-L972 | def axis(origin_size=0.04,
transform=None,
origin_color=None,
axis_radius=None,
axis_length=None):
"""
Return an XYZ axis marker as a Trimesh, which represents position
and orientation. If you set the origin size the other parameters
will be set relative to it.
... | [
"def",
"axis",
"(",
"origin_size",
"=",
"0.04",
",",
"transform",
"=",
"None",
",",
"origin_color",
"=",
"None",
",",
"axis_radius",
"=",
"None",
",",
"axis_length",
"=",
"None",
")",
":",
"# the size of the ball representing the origin",
"origin_size",
"=",
"fl... | Return an XYZ axis marker as a Trimesh, which represents position
and orientation. If you set the origin size the other parameters
will be set relative to it.
Parameters
----------
transform : (4, 4) float
Transformation matrix
origin_size : float
Radius of sphere that represents t... | [
"Return",
"an",
"XYZ",
"axis",
"marker",
"as",
"a",
"Trimesh",
"which",
"represents",
"position",
"and",
"orientation",
".",
"If",
"you",
"set",
"the",
"origin",
"size",
"the",
"other",
"parameters",
"will",
"be",
"set",
"relative",
"to",
"it",
"."
] | python | train | 32.266667 |
rameshg87/pyremotevbox | pyremotevbox/ZSI/digest_auth.py | https://github.com/rameshg87/pyremotevbox/blob/123dffff27da57c8faa3ac1dd4c68b1cf4558b1a/pyremotevbox/ZSI/digest_auth.py#L103-L110 | def build_authorization_arg(authdict):
"""
Create an "Authorization" header value from an authdict (created by generate_response()).
"""
vallist = []
for k in authdict.keys():
vallist += ['%s=%s' % (k,authdict[k])]
return 'Digest '+', '.join(vallist) | [
"def",
"build_authorization_arg",
"(",
"authdict",
")",
":",
"vallist",
"=",
"[",
"]",
"for",
"k",
"in",
"authdict",
".",
"keys",
"(",
")",
":",
"vallist",
"+=",
"[",
"'%s=%s'",
"%",
"(",
"k",
",",
"authdict",
"[",
"k",
"]",
")",
"]",
"return",
"'D... | Create an "Authorization" header value from an authdict (created by generate_response()). | [
"Create",
"an",
"Authorization",
"header",
"value",
"from",
"an",
"authdict",
"(",
"created",
"by",
"generate_response",
"()",
")",
"."
] | python | train | 32.375 |
marshallward/f90nml | f90nml/parser.py | https://github.com/marshallward/f90nml/blob/4932cabc5221afc844ee6a5b4a05ceb8bd4a2711/f90nml/parser.py#L221-L228 | def strict_logical(self, value):
"""Validate and set the strict logical flag."""
if value is not None:
if not isinstance(value, bool):
raise TypeError(
'f90nml: error: strict_logical must be a logical value.')
else:
self._strict... | [
"def",
"strict_logical",
"(",
"self",
",",
"value",
")",
":",
"if",
"value",
"is",
"not",
"None",
":",
"if",
"not",
"isinstance",
"(",
"value",
",",
"bool",
")",
":",
"raise",
"TypeError",
"(",
"'f90nml: error: strict_logical must be a logical value.'",
")",
"... | Validate and set the strict logical flag. | [
"Validate",
"and",
"set",
"the",
"strict",
"logical",
"flag",
"."
] | python | train | 41.125 |
tensorflow/datasets | tensorflow_datasets/image/flowers.py | https://github.com/tensorflow/datasets/blob/46ceb0cf7b4690f38ecbbc689e4d659a903d08dc/tensorflow_datasets/image/flowers.py#L71-L93 | def _generate_examples(self, images_dir_path):
"""Generate flower images and labels given the image directory path.
Args:
images_dir_path: path to the directory where the images are stored.
Yields:
The image path and its corresponding label.
"""
parent_dir = tf.io.gfile.listdir(images_... | [
"def",
"_generate_examples",
"(",
"self",
",",
"images_dir_path",
")",
":",
"parent_dir",
"=",
"tf",
".",
"io",
".",
"gfile",
".",
"listdir",
"(",
"images_dir_path",
")",
"[",
"0",
"]",
"walk_dir",
"=",
"os",
".",
"path",
".",
"join",
"(",
"images_dir_pa... | Generate flower images and labels given the image directory path.
Args:
images_dir_path: path to the directory where the images are stored.
Yields:
The image path and its corresponding label. | [
"Generate",
"flower",
"images",
"and",
"labels",
"given",
"the",
"image",
"directory",
"path",
"."
] | python | train | 35.652174 |
edx/completion | completion/services.py | https://github.com/edx/completion/blob/5c23806f6db69ce6be3fd068fc5b5fdf4d66bd60/completion/services.py#L114-L120 | def blocks_to_mark_complete_on_view(self, blocks):
"""
Returns a set of blocks which should be marked complete on view and haven't been yet.
"""
blocks = {block for block in blocks if self.can_mark_block_complete_on_view(block)}
completions = self.get_completions({block.location ... | [
"def",
"blocks_to_mark_complete_on_view",
"(",
"self",
",",
"blocks",
")",
":",
"blocks",
"=",
"{",
"block",
"for",
"block",
"in",
"blocks",
"if",
"self",
".",
"can_mark_block_complete_on_view",
"(",
"block",
")",
"}",
"completions",
"=",
"self",
".",
"get_com... | Returns a set of blocks which should be marked complete on view and haven't been yet. | [
"Returns",
"a",
"set",
"of",
"blocks",
"which",
"should",
"be",
"marked",
"complete",
"on",
"view",
"and",
"haven",
"t",
"been",
"yet",
"."
] | python | train | 60.285714 |
jantman/awslimitchecker | awslimitchecker/services/rds.py | https://github.com/jantman/awslimitchecker/blob/e50197f70f3d0abcc5cfc7fde6336f548b790e34/awslimitchecker/services/rds.py#L113-L131 | def _find_usage_security_groups(self):
"""find usage for security groups"""
vpc_count = 0
paginator = self.conn.get_paginator('describe_db_security_groups')
for page in paginator.paginate():
for group in page['DBSecurityGroups']:
if 'VpcId' in group and group... | [
"def",
"_find_usage_security_groups",
"(",
"self",
")",
":",
"vpc_count",
"=",
"0",
"paginator",
"=",
"self",
".",
"conn",
".",
"get_paginator",
"(",
"'describe_db_security_groups'",
")",
"for",
"page",
"in",
"paginator",
".",
"paginate",
"(",
")",
":",
"for",... | find usage for security groups | [
"find",
"usage",
"for",
"security",
"groups"
] | python | train | 42.157895 |
vbwagner/ctypescrypto | ctypescrypto/cms.py | https://github.com/vbwagner/ctypescrypto/blob/33c32904cf5e04901f87f90e2499634b8feecd3e/ctypescrypto/cms.py#L107-L114 | def pem(self):
"""
Serialize in PEM format
"""
bio = Membio()
if not libcrypto.PEM_write_bio_CMS(bio.bio, self.ptr):
raise CMSError("writing CMS to PEM")
return str(bio) | [
"def",
"pem",
"(",
"self",
")",
":",
"bio",
"=",
"Membio",
"(",
")",
"if",
"not",
"libcrypto",
".",
"PEM_write_bio_CMS",
"(",
"bio",
".",
"bio",
",",
"self",
".",
"ptr",
")",
":",
"raise",
"CMSError",
"(",
"\"writing CMS to PEM\"",
")",
"return",
"str"... | Serialize in PEM format | [
"Serialize",
"in",
"PEM",
"format"
] | python | train | 27.75 |
GoogleCloudPlatform/cloud-debug-python | src/googleclouddebugger/yaml_data_visibility_config_reader.py | https://github.com/GoogleCloudPlatform/cloud-debug-python/blob/89ce3782c98b814838a3ecb5479ed3882368cbee/src/googleclouddebugger/yaml_data_visibility_config_reader.py#L94-L120 | def Read(f):
"""Reads and returns Config data from a yaml file.
Args:
f: Yaml file to parse.
Returns:
Config object as defined in this file.
Raises:
Error (some subclass): If there is a problem loading or parsing the file.
"""
try:
yaml_data = yaml.load(f)
except yaml.YAMLError as e:
... | [
"def",
"Read",
"(",
"f",
")",
":",
"try",
":",
"yaml_data",
"=",
"yaml",
".",
"load",
"(",
"f",
")",
"except",
"yaml",
".",
"YAMLError",
"as",
"e",
":",
"raise",
"ParseError",
"(",
"'%s'",
"%",
"e",
")",
"except",
"IOError",
"as",
"e",
":",
"rais... | Reads and returns Config data from a yaml file.
Args:
f: Yaml file to parse.
Returns:
Config object as defined in this file.
Raises:
Error (some subclass): If there is a problem loading or parsing the file. | [
"Reads",
"and",
"returns",
"Config",
"data",
"from",
"a",
"yaml",
"file",
"."
] | python | train | 21.555556 |
hobson/pug-invest | pug/invest/util.py | https://github.com/hobson/pug-invest/blob/836911258a0e920083a88c91beae88eefdebb20c/pug/invest/util.py#L421-L447 | def clipped_area(ts, thresh=0, integrator=integrate.trapz):
"""Total value * time above the starting value within a TimeSeries
Arguments:
ts (pandas.Series): Time series to be integrated.
thresh (float): Value to clip the tops off at (crossings will be interpolated)
References:
http://nb... | [
"def",
"clipped_area",
"(",
"ts",
",",
"thresh",
"=",
"0",
",",
"integrator",
"=",
"integrate",
".",
"trapz",
")",
":",
"integrator",
"=",
"get_integrator",
"(",
"integrator",
"or",
"0",
")",
"ts",
"=",
"insert_crossings",
"(",
"ts",
",",
"thresh",
")",
... | Total value * time above the starting value within a TimeSeries
Arguments:
ts (pandas.Series): Time series to be integrated.
thresh (float): Value to clip the tops off at (crossings will be interpolated)
References:
http://nbviewer.ipython.org/gist/kermit666/5720498
>>> t = ['2014-12-09... | [
"Total",
"value",
"*",
"time",
"above",
"the",
"starting",
"value",
"within",
"a",
"TimeSeries"
] | python | train | 46.777778 |
ladybug-tools/ladybug | ladybug/_datacollectionbase.py | https://github.com/ladybug-tools/ladybug/blob/c08b7308077a48d5612f644943f92d5b5dade583/ladybug/_datacollectionbase.py#L552-L560 | def _filter_by_statement(self, statement):
"""Filter the data collection based on a conditional statement."""
self.__class__._check_conditional_statement(statement, 1)
_filt_values, _filt_datetimes = [], []
for i, a in enumerate(self._values):
if eval(statement, {'a': a}):
... | [
"def",
"_filter_by_statement",
"(",
"self",
",",
"statement",
")",
":",
"self",
".",
"__class__",
".",
"_check_conditional_statement",
"(",
"statement",
",",
"1",
")",
"_filt_values",
",",
"_filt_datetimes",
"=",
"[",
"]",
",",
"[",
"]",
"for",
"i",
",",
"... | Filter the data collection based on a conditional statement. | [
"Filter",
"the",
"data",
"collection",
"based",
"on",
"a",
"conditional",
"statement",
"."
] | python | train | 50.111111 |
fuzeman/trakt.py | trakt/interfaces/search.py | https://github.com/fuzeman/trakt.py/blob/14c6b72e3c13ea2975007aeac0c01ad2222b67f3/trakt/interfaces/search.py#L105-L187 | def query(self, query, media=None, year=None, fields=None, extended=None, **kwargs):
"""Search by titles, descriptions, translated titles, aliases, and people.
**Note:** Results are ordered by the most relevant score.
:param query: Search title or description
:type query: :class:`~pyth... | [
"def",
"query",
"(",
"self",
",",
"query",
",",
"media",
"=",
"None",
",",
"year",
"=",
"None",
",",
"fields",
"=",
"None",
",",
"extended",
"=",
"None",
",",
"*",
"*",
"kwargs",
")",
":",
"# Validate parameters",
"if",
"not",
"media",
":",
"warnings... | Search by titles, descriptions, translated titles, aliases, and people.
**Note:** Results are ordered by the most relevant score.
:param query: Search title or description
:type query: :class:`~python:str`
:param media: Desired media type (or :code:`None` to return all matching items)... | [
"Search",
"by",
"titles",
"descriptions",
"translated",
"titles",
"aliases",
"and",
"people",
"."
] | python | train | 30.108434 |
getpelican/pelican-plugins | thumbnailer/thumbnailer.py | https://github.com/getpelican/pelican-plugins/blob/cfc7a3f224f1743063b034561f89a6a712d13587/thumbnailer/thumbnailer.py#L99-L120 | def resize_file_to(self, in_path, out_path, keep_filename=False):
""" Given a filename, resize and save the image per the specification into out_path
:param in_path: path to image file to save. Must be supported by PIL
:param out_path: path to the directory root for the outputted thumbnails to... | [
"def",
"resize_file_to",
"(",
"self",
",",
"in_path",
",",
"out_path",
",",
"keep_filename",
"=",
"False",
")",
":",
"if",
"keep_filename",
":",
"filename",
"=",
"path",
".",
"join",
"(",
"out_path",
",",
"path",
".",
"basename",
"(",
"in_path",
")",
")"... | Given a filename, resize and save the image per the specification into out_path
:param in_path: path to image file to save. Must be supported by PIL
:param out_path: path to the directory root for the outputted thumbnails to be stored
:return: None | [
"Given",
"a",
"filename",
"resize",
"and",
"save",
"the",
"image",
"per",
"the",
"specification",
"into",
"out_path"
] | python | train | 47.409091 |
federico123579/Trading212-API | tradingAPI/utils.py | https://github.com/federico123579/Trading212-API/blob/0fab20b71a2348e72bbe76071b81f3692128851f/tradingAPI/utils.py#L48-L56 | def get_number_unit(number):
"""get the unit of number"""
n = str(float(number))
mult, submult = n.split('.')
if float(submult) != 0:
unit = '0.' + (len(submult)-1)*'0' + '1'
return float(unit)
else:
return float(1) | [
"def",
"get_number_unit",
"(",
"number",
")",
":",
"n",
"=",
"str",
"(",
"float",
"(",
"number",
")",
")",
"mult",
",",
"submult",
"=",
"n",
".",
"split",
"(",
"'.'",
")",
"if",
"float",
"(",
"submult",
")",
"!=",
"0",
":",
"unit",
"=",
"'0.'",
... | get the unit of number | [
"get",
"the",
"unit",
"of",
"number"
] | python | train | 27.888889 |
inasafe/inasafe | safe/utilities/rounding.py | https://github.com/inasafe/inasafe/blob/831d60abba919f6d481dc94a8d988cc205130724/safe/utilities/rounding.py#L259-L288 | def html_scientific_notation_rate(rate):
"""Helper for convert decimal rate using scientific notation.
For example we want to show the very detail value of fatality rate
because it might be a very small number.
:param rate: Rate value
:type rate: float
:return: Rate value with html tag to sho... | [
"def",
"html_scientific_notation_rate",
"(",
"rate",
")",
":",
"precision",
"=",
"'%.3f'",
"if",
"rate",
"*",
"100",
">",
"0",
":",
"decimal_rate",
"=",
"Decimal",
"(",
"precision",
"%",
"(",
"rate",
"*",
"100",
")",
")",
"if",
"decimal_rate",
"==",
"Dec... | Helper for convert decimal rate using scientific notation.
For example we want to show the very detail value of fatality rate
because it might be a very small number.
:param rate: Rate value
:type rate: float
:return: Rate value with html tag to show the exponent
:rtype: str | [
"Helper",
"for",
"convert",
"decimal",
"rate",
"using",
"scientific",
"notation",
"."
] | python | train | 33.633333 |
RedHatInsights/insights-core | insights/specs/default.py | https://github.com/RedHatInsights/insights-core/blob/b57cbf8ed7c089672426ede0441e0a4f789ef4a1/insights/specs/default.py#L916-L923 | def docker_installed_rpms(broker):
""" Command: /usr/bin/rpm -qa --root `%s` --qf `%s`"""
ctx = broker[DockerImageContext]
root = ctx.root
fmt = DefaultSpecs.rpm_format
cmd = "/usr/bin/rpm -qa --root %s --qf '%s'" % (root, fmt)
result = ctx.shell_out(cmd)
return C... | [
"def",
"docker_installed_rpms",
"(",
"broker",
")",
":",
"ctx",
"=",
"broker",
"[",
"DockerImageContext",
"]",
"root",
"=",
"ctx",
".",
"root",
"fmt",
"=",
"DefaultSpecs",
".",
"rpm_format",
"cmd",
"=",
"\"/usr/bin/rpm -qa --root %s --qf '%s'\"",
"%",
"(",
"root... | Command: /usr/bin/rpm -qa --root `%s` --qf `%s` | [
"Command",
":",
"/",
"usr",
"/",
"bin",
"/",
"rpm",
"-",
"qa",
"--",
"root",
"%s",
"--",
"qf",
"%s"
] | python | train | 44.875 |
Azure/azure-sdk-for-python | azure-servicebus/azure/servicebus/control_client/models.py | https://github.com/Azure/azure-sdk-for-python/blob/d7306fde32f60a293a7567678692bdad31e4b667/azure-servicebus/azure/servicebus/control_client/models.py#L281-L303 | def as_batch_body(self):
''' return the current message as expected by batch body format'''
if sys.version_info >= (3,) and isinstance(self.body, bytes):
# It HAS to be string to be serialized in JSON
body = self.body.decode('utf-8')
else:
# Python 2.7 people ... | [
"def",
"as_batch_body",
"(",
"self",
")",
":",
"if",
"sys",
".",
"version_info",
">=",
"(",
"3",
",",
")",
"and",
"isinstance",
"(",
"self",
".",
"body",
",",
"bytes",
")",
":",
"# It HAS to be string to be serialized in JSON",
"body",
"=",
"self",
".",
"b... | return the current message as expected by batch body format | [
"return",
"the",
"current",
"message",
"as",
"expected",
"by",
"batch",
"body",
"format"
] | python | test | 43.086957 |
bw2/ConfigArgParse | configargparse.py | https://github.com/bw2/ConfigArgParse/blob/8bbc7de67f884184068d62af7f78e723d01c0081/configargparse.py#L573-L584 | def get_command_line_key_for_unknown_config_file_setting(self, key):
"""Compute a commandline arg key to be used for a config file setting
that doesn't correspond to any defined configargparse arg (and so
doesn't have a user-specified commandline arg key).
Args:
key: The con... | [
"def",
"get_command_line_key_for_unknown_config_file_setting",
"(",
"self",
",",
"key",
")",
":",
"key_without_prefix_chars",
"=",
"key",
".",
"strip",
"(",
"self",
".",
"prefix_chars",
")",
"command_line_key",
"=",
"self",
".",
"prefix_chars",
"[",
"0",
"]",
"*",... | Compute a commandline arg key to be used for a config file setting
that doesn't correspond to any defined configargparse arg (and so
doesn't have a user-specified commandline arg key).
Args:
key: The config file key that was being set. | [
"Compute",
"a",
"commandline",
"arg",
"key",
"to",
"be",
"used",
"for",
"a",
"config",
"file",
"setting",
"that",
"doesn",
"t",
"correspond",
"to",
"any",
"defined",
"configargparse",
"arg",
"(",
"and",
"so",
"doesn",
"t",
"have",
"a",
"user",
"-",
"spec... | python | train | 43.916667 |
cloud9ers/gurumate | environment/lib/python2.7/site-packages/gurumate-2.8.6-py2.7.egg/gurumate/web.py | https://github.com/cloud9ers/gurumate/blob/075dc74d1ee62a8c6b7a8bf2b271364f01629d1e/environment/lib/python2.7/site-packages/gurumate-2.8.6-py2.7.egg/gurumate/web.py#L57-L68 | def compare_content_type(url, content_type):
'''
Compare the content type header of url param with content_type param and returns boolean
@param url -> string e.g. http://127.0.0.1/index
@param content_type -> string e.g. text/html
'''
try:
response = urllib2.urlopen(url)
except... | [
"def",
"compare_content_type",
"(",
"url",
",",
"content_type",
")",
":",
"try",
":",
"response",
"=",
"urllib2",
".",
"urlopen",
"(",
"url",
")",
"except",
":",
"return",
"False",
"return",
"response",
".",
"headers",
".",
"type",
"==",
"content_type"
] | Compare the content type header of url param with content_type param and returns boolean
@param url -> string e.g. http://127.0.0.1/index
@param content_type -> string e.g. text/html | [
"Compare",
"the",
"content",
"type",
"header",
"of",
"url",
"param",
"with",
"content_type",
"param",
"and",
"returns",
"boolean"
] | python | test | 31.75 |
20c/grainy | grainy/core.py | https://github.com/20c/grainy/blob/cd956fd4144044993abc967974a127aab07a8ef6/grainy/core.py#L81-L113 | def match(self, keys, partial=True):
"""
Check if the value of this namespace is matched by
keys
'*' is treated as wildcard
Arguments:
keys -- list of keys
Examples:
ns = Namespace("a.b.c")
ns.match(["a"]) #True
ns.match(["... | [
"def",
"match",
"(",
"self",
",",
"keys",
",",
"partial",
"=",
"True",
")",
":",
"if",
"not",
"partial",
"and",
"len",
"(",
"keys",
")",
"!=",
"self",
".",
"length",
":",
"return",
"False",
"c",
"=",
"0",
"for",
"k",
"in",
"keys",
":",
"if",
"c... | Check if the value of this namespace is matched by
keys
'*' is treated as wildcard
Arguments:
keys -- list of keys
Examples:
ns = Namespace("a.b.c")
ns.match(["a"]) #True
ns.match(["a","b"]) #True
ns.match(["a","b","c"]) #True
... | [
"Check",
"if",
"the",
"value",
"of",
"this",
"namespace",
"is",
"matched",
"by",
"keys"
] | python | train | 23.212121 |
fr33jc/bang | bang/providers/hpcloud/load_balancer.py | https://github.com/fr33jc/bang/blob/8f000713f88d2a9a8c1193b63ca10a6578560c16/bang/providers/hpcloud/load_balancer.py#L185-L195 | def remove_lb_nodes(self, lb_id, node_ids):
"""
Remove one or more nodes
:param string lb_id: Balancer id
:param list node_ids: List of node ids
"""
log.info("Removing load balancer nodes %s" % node_ids)
for node_id in node_ids:
self._request('dele... | [
"def",
"remove_lb_nodes",
"(",
"self",
",",
"lb_id",
",",
"node_ids",
")",
":",
"log",
".",
"info",
"(",
"\"Removing load balancer nodes %s\"",
"%",
"node_ids",
")",
"for",
"node_id",
"in",
"node_ids",
":",
"self",
".",
"_request",
"(",
"'delete'",
",",
"'/l... | Remove one or more nodes
:param string lb_id: Balancer id
:param list node_ids: List of node ids | [
"Remove",
"one",
"or",
"more",
"nodes"
] | python | train | 33 |
kmarekspartz/props | props/__init__.py | https://github.com/kmarekspartz/props/blob/a766cdbe6f7be846f602553280770546f124a91d/props/__init__.py#L221-L249 | def tuple_of(*generators):
"""
Generates a tuple by generating values for each of the specified
generators.
This is a class factory, it makes a class which is a closure around the
specified generators.
"""
class TupleOfGenerators(ArbitraryInterface):
"""
A closure class arou... | [
"def",
"tuple_of",
"(",
"*",
"generators",
")",
":",
"class",
"TupleOfGenerators",
"(",
"ArbitraryInterface",
")",
":",
"\"\"\"\n A closure class around the generators specified above, which\n generates a tuple of the generators.\n \"\"\"",
"@",
"classmethod",
"d... | Generates a tuple by generating values for each of the specified
generators.
This is a class factory, it makes a class which is a closure around the
specified generators. | [
"Generates",
"a",
"tuple",
"by",
"generating",
"values",
"for",
"each",
"of",
"the",
"specified",
"generators",
".",
"This",
"is",
"a",
"class",
"factory",
"it",
"makes",
"a",
"class",
"which",
"is",
"a",
"closure",
"around",
"the",
"specified",
"generators"... | python | train | 29.275862 |
apache/airflow | airflow/utils/compression.py | https://github.com/apache/airflow/blob/b69c686ad8a0c89b9136bb4b31767257eb7b2597/airflow/utils/compression.py#L26-L43 | def uncompress_file(input_file_name, file_extension, dest_dir):
"""
Uncompress gz and bz2 files
"""
if file_extension.lower() not in ('.gz', '.bz2'):
raise NotImplementedError("Received {} format. Only gz and bz2 "
"files can currently be uncompressed."
... | [
"def",
"uncompress_file",
"(",
"input_file_name",
",",
"file_extension",
",",
"dest_dir",
")",
":",
"if",
"file_extension",
".",
"lower",
"(",
")",
"not",
"in",
"(",
"'.gz'",
",",
"'.bz2'",
")",
":",
"raise",
"NotImplementedError",
"(",
"\"Received {} format. On... | Uncompress gz and bz2 files | [
"Uncompress",
"gz",
"and",
"bz2",
"files"
] | python | test | 43.777778 |
iskandr/fancyimpute | fancyimpute/dictionary_helpers.py | https://github.com/iskandr/fancyimpute/blob/9f0837d387c7303d5c8c925a9989ca77a1a96e3e/fancyimpute/dictionary_helpers.py#L310-L330 | def reverse_lookup_from_nested_dict(values_dict):
"""
Create reverse-lookup dictionary mapping each row key to a list of triplets:
[(column key, value), ...]
Parameters
----------
nested_values_dict : dict
column_key -> row_key -> value
weights_dict : dict
column_key -> row... | [
"def",
"reverse_lookup_from_nested_dict",
"(",
"values_dict",
")",
":",
"reverse_lookup",
"=",
"defaultdict",
"(",
"list",
")",
"for",
"column_key",
",",
"column_dict",
"in",
"values_dict",
".",
"items",
"(",
")",
":",
"for",
"row_key",
",",
"value",
"in",
"co... | Create reverse-lookup dictionary mapping each row key to a list of triplets:
[(column key, value), ...]
Parameters
----------
nested_values_dict : dict
column_key -> row_key -> value
weights_dict : dict
column_key -> row_key -> sample weight
Returns dictionary mapping row_key ... | [
"Create",
"reverse",
"-",
"lookup",
"dictionary",
"mapping",
"each",
"row",
"key",
"to",
"a",
"list",
"of",
"triplets",
":",
"[",
"(",
"column",
"key",
"value",
")",
"...",
"]"
] | python | train | 31.238095 |
spyder-ide/spyder | spyder/widgets/comboboxes.py | https://github.com/spyder-ide/spyder/blob/f76836ce1b924bcc4efd3f74f2960d26a4e528e0/spyder/widgets/comboboxes.py#L270-L274 | def selected(self):
"""Action to be executed when a valid item has been selected"""
self.selected_text = self.currentText()
self.valid.emit(True, True)
self.open_dir.emit(self.selected_text) | [
"def",
"selected",
"(",
"self",
")",
":",
"self",
".",
"selected_text",
"=",
"self",
".",
"currentText",
"(",
")",
"self",
".",
"valid",
".",
"emit",
"(",
"True",
",",
"True",
")",
"self",
".",
"open_dir",
".",
"emit",
"(",
"self",
".",
"selected_tex... | Action to be executed when a valid item has been selected | [
"Action",
"to",
"be",
"executed",
"when",
"a",
"valid",
"item",
"has",
"been",
"selected"
] | python | train | 44.4 |
OnroerendErfgoed/pyramid_urireferencer | pyramid_urireferencer/models.py | https://github.com/OnroerendErfgoed/pyramid_urireferencer/blob/c6ee4ba863e32ced304b9cf00f3f5b450757a29a/pyramid_urireferencer/models.py#L26-L39 | def load_from_json(data):
"""
Load a :class:`RegistryReponse` from a dictionary or a string (that
will be parsed as json).
"""
if isinstance(data, str):
data = json.loads(data)
applications = [
ApplicationResponse.load_from_json(a) for a in data['a... | [
"def",
"load_from_json",
"(",
"data",
")",
":",
"if",
"isinstance",
"(",
"data",
",",
"str",
")",
":",
"data",
"=",
"json",
".",
"loads",
"(",
"data",
")",
"applications",
"=",
"[",
"ApplicationResponse",
".",
"load_from_json",
"(",
"a",
")",
"for",
"a... | Load a :class:`RegistryReponse` from a dictionary or a string (that
will be parsed as json). | [
"Load",
"a",
":",
"class",
":",
"RegistryReponse",
"from",
"a",
"dictionary",
"or",
"a",
"string",
"(",
"that",
"will",
"be",
"parsed",
"as",
"json",
")",
"."
] | python | train | 37.785714 |
sveetch/py-css-styleguide | py_css_styleguide/parser.py | https://github.com/sveetch/py-css-styleguide/blob/5acc693f71b2fa7d944d7fed561ae0a7699ccd0f/py_css_styleguide/parser.py#L54-L87 | def digest_content(self, rule):
"""
Walk on rule content tokens to return a dict of properties.
This is pretty naive and will choke/fail on everything that is more
evolved than simple ``ident(string):value(string)``
Arguments:
rule (tinycss2.ast.QualifiedRule): Qual... | [
"def",
"digest_content",
"(",
"self",
",",
"rule",
")",
":",
"data",
"=",
"OrderedDict",
"(",
")",
"current_key",
"=",
"None",
"for",
"token",
"in",
"rule",
".",
"content",
":",
"# Assume first identity token is the property name",
"if",
"token",
".",
"type",
... | Walk on rule content tokens to return a dict of properties.
This is pretty naive and will choke/fail on everything that is more
evolved than simple ``ident(string):value(string)``
Arguments:
rule (tinycss2.ast.QualifiedRule): Qualified rule object as
returned by ti... | [
"Walk",
"on",
"rule",
"content",
"tokens",
"to",
"return",
"a",
"dict",
"of",
"properties",
"."
] | python | train | 31.382353 |
pdkit/pdkit | pdkit/gait_processor.py | https://github.com/pdkit/pdkit/blob/c7120263da2071bb139815fbdb56ca77b544f340/pdkit/gait_processor.py#L268-L311 | def walk_direction_preheel(self, data_frame):
"""
Estimate local walk (not cardinal) direction with pre-heel strike phase.
Inspired by Nirupam Roy's B.E. thesis: "WalkCompass: Finding Walking Direction Leveraging Smartphone's Inertial Sensors"
:param data_frame: The data f... | [
"def",
"walk_direction_preheel",
"(",
"self",
",",
"data_frame",
")",
":",
"# Sum of absolute values across accelerometer axes:",
"data",
"=",
"data_frame",
".",
"x",
".",
"abs",
"(",
")",
"+",
"data_frame",
".",
"y",
".",
"abs",
"(",
")",
"+",
"data_frame",
"... | Estimate local walk (not cardinal) direction with pre-heel strike phase.
Inspired by Nirupam Roy's B.E. thesis: "WalkCompass: Finding Walking Direction Leveraging Smartphone's Inertial Sensors"
:param data_frame: The data frame. It should have x, y, and z columns.
:type data_frame:... | [
"Estimate",
"local",
"walk",
"(",
"not",
"cardinal",
")",
"direction",
"with",
"pre",
"-",
"heel",
"strike",
"phase",
"."
] | python | train | 42.568182 |
mdeous/fatbotslim | fatbotslim/irc/bot.py | https://github.com/mdeous/fatbotslim/blob/341595d24454a79caee23750eac271f9d0626c88/fatbotslim/irc/bot.py#L346-L361 | def ctcp_reply(self, command, dst, message=None):
"""
Sends a reply to a CTCP request.
:param command: CTCP command to use.
:type command: str
:param dst: sender of the initial request.
:type dst: str
:param message: data to attach to the reply.
:type mes... | [
"def",
"ctcp_reply",
"(",
"self",
",",
"command",
",",
"dst",
",",
"message",
"=",
"None",
")",
":",
"if",
"message",
"is",
"None",
":",
"raw_cmd",
"=",
"u'\\x01{0}\\x01'",
".",
"format",
"(",
"command",
")",
"else",
":",
"raw_cmd",
"=",
"u'\\x01{0} {1}\... | Sends a reply to a CTCP request.
:param command: CTCP command to use.
:type command: str
:param dst: sender of the initial request.
:type dst: str
:param message: data to attach to the reply.
:type message: str | [
"Sends",
"a",
"reply",
"to",
"a",
"CTCP",
"request",
"."
] | python | train | 32.5625 |
KelSolaar/Umbra | umbra/ui/widgets/notification_QLabel.py | https://github.com/KelSolaar/Umbra/blob/66f45f08d9d723787f1191989f8b0dda84b412ce/umbra/ui/widgets/notification_QLabel.py#L775-L783 | def __set_style_sheet(self):
"""
Sets the Widget stylesheet.
"""
colors = map(
lambda x: "rgb({0}, {1}, {2}, {3})".format(x.red(), x.green(), x.blue(), int(self.__opacity * 255)),
(self.__color, self.__background_color, self.__border_color))
self.setStyle... | [
"def",
"__set_style_sheet",
"(",
"self",
")",
":",
"colors",
"=",
"map",
"(",
"lambda",
"x",
":",
"\"rgb({0}, {1}, {2}, {3})\"",
".",
"format",
"(",
"x",
".",
"red",
"(",
")",
",",
"x",
".",
"green",
"(",
")",
",",
"x",
".",
"blue",
"(",
")",
",",
... | Sets the Widget stylesheet. | [
"Sets",
"the",
"Widget",
"stylesheet",
"."
] | python | train | 38.555556 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.