Search is not available for this dataset
identifier stringlengths 1 155 | parameters stringlengths 2 6.09k | docstring stringlengths 11 63.4k | docstring_summary stringlengths 0 63.4k | function stringlengths 29 99.8k | function_tokens list | start_point list | end_point list | language stringclasses 1
value | docstring_language stringlengths 2 7 | docstring_language_predictions stringlengths 18 23 | is_langid_reliable stringclasses 2
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|---|---|---|---|---|---|---|---|---|---|---|---|
make_test_environ_builder | (app, path='/', base_url=None, *args, **kwargs) | Creates a new test builder with some application defaults thrown in. | Creates a new test builder with some application defaults thrown in. | def make_test_environ_builder(app, path='/', base_url=None, *args, **kwargs):
"""Creates a new test builder with some application defaults thrown in."""
http_host = app.config.get('SERVER_NAME')
app_root = app.config.get('APPLICATION_ROOT')
if base_url is None:
url = url_parse(path)
base... | [
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FlaskClient.session_transaction | (self, *args, **kwargs) | When used in combination with a ``with`` statement this opens a
session transaction. This can be used to modify the session that
the test client uses. Once the ``with`` block is left the session is
stored back.
::
with client.session_transaction() as session:
... | When used in combination with a ``with`` statement this opens a
session transaction. This can be used to modify the session that
the test client uses. Once the ``with`` block is left the session is
stored back. | def session_transaction(self, *args, **kwargs):
"""When used in combination with a ``with`` statement this opens a
session transaction. This can be used to modify the session that
the test client uses. Once the ``with`` block is left the session is
stored back.
::
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install._called_from_setup | (run_frame) |
Attempt to detect whether run() was called from setup() or by another
command. If called by setup(), the parent caller will be the
'run_command' method in 'distutils.dist', and *its* caller will be
the 'run_commands' method. If called any other way, the
immediate caller *might... |
Attempt to detect whether run() was called from setup() or by another
command. If called by setup(), the parent caller will be the
'run_command' method in 'distutils.dist', and *its* caller will be
the 'run_commands' method. If called any other way, the
immediate caller *might... | def _called_from_setup(run_frame):
"""
Attempt to detect whether run() was called from setup() or by another
command. If called by setup(), the parent caller will be the
'run_command' method in 'distutils.dist', and *its* caller will be
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GenerateConfig | (context) | Generate configuration. | Generate configuration. | def GenerateConfig(context):
"""Generate configuration."""
name_prefix = context.env['deployment'] + '-' + context.env['name']
instance = {
'zone': context.properties['zone'],
'machineType': ZonalComputeUrl(
context.env['project'], context.properties['zone'], 'machineTypes',
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shortcut | (request, content_type_id, object_id) |
Redirect to an object's page based on a content-type ID and an object ID.
|
Redirect to an object's page based on a content-type ID and an object ID.
| def shortcut(request, content_type_id, object_id):
"""
Redirect to an object's page based on a content-type ID and an object ID.
"""
# Look up the object, making sure it's got a get_absolute_url() function.
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ogrinfo | (data_source, num_features=10) |
Walk the available layers in the supplied `data_source`, displaying
the fields for the first `num_features` features.
|
Walk the available layers in the supplied `data_source`, displaying
the fields for the first `num_features` features.
| def ogrinfo(data_source, num_features=10):
"""
Walk the available layers in the supplied `data_source`, displaying
the fields for the first `num_features` features.
"""
# Checking the parameters.
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rgb | (r, g, b, a=255) | (Internal) Turns an RGB color into a Qt compatible color integer. | (Internal) Turns an RGB color into a Qt compatible color integer. | def rgb(r, g, b, a=255):
"""(Internal) Turns an RGB color into a Qt compatible color integer."""
# use qRgb to pack the colors, and then turn the resulting long
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fromqimage | (im) |
:param im: QImage or PIL ImageQt object
|
:param im: QImage or PIL ImageQt object
| def fromqimage(im):
"""
:param im: QImage or PIL ImageQt object
"""
buffer = QBuffer()
qt_openmode = QIODevice.OpenMode if qt_version == "6" else QIODevice
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align8to32 | (bytes, width, mode) |
converts each scanline of data from 8 bit to 32 bit aligned
|
converts each scanline of data from 8 bit to 32 bit aligned
| def align8to32(bytes, width, mode):
"""
converts each scanline of data from 8 bit to 32 bit aligned
"""
bits_per_pixel = {"1": 1, "L": 8, "P": 8}[mode]
# calculate bytes per line and the extra padding if needed
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incoming_sms | () | Send a dynamic reply to an incoming text message | Send a dynamic reply to an incoming text message | def incoming_sms():
"""Send a dynamic reply to an incoming text message"""
# Get the message the user sent our Twilio number
body = request.values.get('Body', None)
# Start our TwiML response
resp = MessagingResponse()
# Determine the right reply for this message
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_ConfigName | (context) | Return the short config name. | Return the short config name. | def _ConfigName(context):
"""Return the short config name."""
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_ConfigUrl | (context) | Returns the full URL to the config, including hostname. | Returns the full URL to the config, including hostname. | def _ConfigUrl(context):
"""Returns the full URL to the config, including hostname."""
return '{endpoint}/projects/{project}/configs/{config}'.format(
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project=context.env['project'],
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_WaiterName | (context) | Returns the short waiter name. | Returns the short waiter name. | def _WaiterName(context):
"""Returns the short waiter name."""
# This name is only used for the DM manifest entry. The actual waiter name
# within RuntimeConfig is static, as it is scoped to the config resource.
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_Timeout | (context) | Returns the timeout property or a default value if unspecified. | Returns the timeout property or a default value if unspecified. | def _Timeout(context):
"""Returns the timeout property or a default value if unspecified."""
timeout = context.properties.get('timeout', DEFAULT_TIMEOUT)
try:
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_SuccessNumber | (context) | Returns the successNumber property or a default value if unspecified. | Returns the successNumber property or a default value if unspecified. | def _SuccessNumber(context):
"""Returns the successNumber property or a default value if unspecified."""
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_FailureNumber | (context) | Returns the failureNumber property or a default value if unspecified. | Returns the failureNumber property or a default value if unspecified. | def _FailureNumber(context):
"""Returns the failureNumber property or a default value if unspecified."""
number = context.properties.get('failureNumber', DEFAULT_FAILURE_NUMBER)
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_WaiterDependsOn | (context) | Returns the waiterDependsOn property or an empty list if unspecified. | Returns the waiterDependsOn property or an empty list if unspecified. | def _WaiterDependsOn(context):
"""Returns the waiterDependsOn property or an empty list if unspecified."""
depends_on = context.properties.get('waiterDependsOn', [])
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_RuntimeConfig | (context) | Constructs a RuntimeConfig resource. | Constructs a RuntimeConfig resource. | def _RuntimeConfig(context):
"""Constructs a RuntimeConfig resource."""
deployment_name = context.env['deployment']
return {
'name': _ConfigName(context),
'type': 'runtimeconfig.v1beta1.config',
'properties': {
'config': _ConfigName(context),
'description': ('Holds software ... | [
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_Waiter | (context) | Constructs a waiter resource. | Constructs a waiter resource. | def _Waiter(context):
"""Constructs a waiter resource."""
waiter_timeout = _Timeout(context)
return {
'name': _WaiterName(context),
'type': 'runtimeconfig.v1beta1.waiter',
'metadata': {
'dependsOn': _WaiterDependsOn(context),
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GenerateConfig | (context) | Entry function to generate the DM config. | Entry function to generate the DM config. | def GenerateConfig(context):
"""Entry function to generate the DM config."""
content = {
'resources': [
_RuntimeConfig(context),
_Waiter(context),
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'name': 'config-url',
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user_data_dir | (appname=None, appauthor=None, version=None, roaming=False) | r"""Return full path to the user-specific data dir for this application.
"appname" is the name of application.
If None, just the system directory is returned.
"appauthor" (only used on Windows) is the name of the
appauthor or distributing body for this application. Typically
... | r"""Return full path to the user-specific data dir for this application. | def user_data_dir(appname=None, appauthor=None, version=None, roaming=False):
r"""Return full path to the user-specific data dir for this application.
"appname" is the name of application.
If None, just the system directory is returned.
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site_data_dir | (appname=None, appauthor=None, version=None, multipath=False) | r"""Return full path to the user-shared data dir for this application.
"appname" is the name of application.
If None, just the system directory is returned.
"appauthor" (only used on Windows) is the name of the
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... | r"""Return full path to the user-shared data dir for this application. | def site_data_dir(appname=None, appauthor=None, version=None, multipath=False):
r"""Return full path to the user-shared data dir for this application.
"appname" is the name of application.
If None, just the system directory is returned.
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user_config_dir | (appname=None, appauthor=None, version=None, roaming=False) | r"""Return full path to the user-specific config dir for this application.
"appname" is the name of application.
If None, just the system directory is returned.
"appauthor" (only used on Windows) is the name of the
appauthor or distributing body for this application. Typically
... | r"""Return full path to the user-specific config dir for this application. | def user_config_dir(appname=None, appauthor=None, version=None, roaming=False):
r"""Return full path to the user-specific config dir for this application.
"appname" is the name of application.
If None, just the system directory is returned.
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site_config_dir | (appname=None, appauthor=None, version=None, multipath=False) | r"""Return full path to the user-shared data dir for this application.
"appname" is the name of application.
If None, just the system directory is returned.
"appauthor" (only used on Windows) is the name of the
appauthor or distributing body for this application. Typically
... | r"""Return full path to the user-shared data dir for this application. | def site_config_dir(appname=None, appauthor=None, version=None, multipath=False):
r"""Return full path to the user-shared data dir for this application.
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If None, just the system directory is returned.
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user_cache_dir | (appname=None, appauthor=None, version=None, opinion=True) | r"""Return full path to the user-specific cache dir for this application.
"appname" is the name of application.
If None, just the system directory is returned.
"appauthor" (only used on Windows) is the name of the
appauthor or distributing body for this application. Typically
... | r"""Return full path to the user-specific cache dir for this application. | def user_cache_dir(appname=None, appauthor=None, version=None, opinion=True):
r"""Return full path to the user-specific cache dir for this application.
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user_log_dir | (appname=None, appauthor=None, version=None, opinion=True) | r"""Return full path to the user-specific log dir for this application.
"appname" is the name of application.
If None, just the system directory is returned.
"appauthor" (only used on Windows) is the name of the
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... | r"""Return full path to the user-specific log dir for this application. | def user_log_dir(appname=None, appauthor=None, version=None, opinion=True):
r"""Return full path to the user-specific log dir for this application.
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_get_win_folder_from_registry | (csidl_name) | This is a fallback technique at best. I'm not sure if using the
registry for this guarantees us the correct answer for all CSIDL_*
names.
| This is a fallback technique at best. I'm not sure if using the
registry for this guarantees us the correct answer for all CSIDL_*
names.
| def _get_win_folder_from_registry(csidl_name):
"""This is a fallback technique at best. I'm not sure if using the
registry for this guarantees us the correct answer for all CSIDL_*
names.
"""
import _winreg
shell_folder_name = {
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update_guessed_word | (guess, word, guessed_word) | Update guessed_word to reflect correctly guessed characters | Update guessed_word to reflect correctly guessed characters | def update_guessed_word(guess, word, guessed_word):
"Update guessed_word to reflect correctly guessed characters"
indices = [i for i, c in enumerate(word) if c == guess]
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create_pca_vars | (var_name, size) | Creates PCA variables.
Given variable name and size, create and return PCA variables for count,
mean, covariance, eigenvalues, eignvectors, and k principal components.
Args:
var_name: String denoting which set of variables to create. Values are
"time" and "feat".
size: The size of the variable, ei... | Creates PCA variables. | def create_pca_vars(var_name, size):
"""Creates PCA variables.
Given variable name and size, create and return PCA variables for count,
mean, covariance, eigenvalues, eignvectors, and k principal components.
Args:
var_name: String denoting which set of variables to create. Values are
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create_both_pca_vars | (seq_len, num_feat) | Creates both time & feature major PCA variables.
Given dimensions of inputs, create and return PCA variables for count,
mean, covariance, eigenvalues, eigenvectors, and k principal components
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Args:
seq_len: Number of timesteps in sequence.
num_feat: Num... | Creates both time & feature major PCA variables. | def create_both_pca_vars(seq_len, num_feat):
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Given dimensions of inputs, create and return PCA variables for count,
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pca_reconstruction_k_pc | (X_cen, pca_eigvec_var, k_pc) | PCA reconstruction with k principal components.
Given centered data matrix tensor X, variables for the column means
and eigenvectors, and the number of principal components, returns
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Args:
X_cen: tf.float64 matrix tensor of centered input data.
pca_eigvec_var: tf.float... | PCA reconstruction with k principal components. | def pca_reconstruction_k_pc(X_cen, pca_eigvec_var, k_pc):
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pca_reconstruction_k_pc_mse | (X_cen, pca_eigvec_var, k_pc) | PCA reconstruction with k principal components.
Given centered data matrix tensor X, variables for the column means
and eigenvectors, and the number of principal components, returns
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Args:
X_cen: tf.float64 matrix tensor of centered input data.
pca_eigvec_var: tf.float64 matrix vari... | PCA reconstruction with k principal components. | def pca_reconstruction_k_pc_mse(X_cen, pca_eigvec_var, k_pc):
"""PCA reconstruction with k principal components.
Given centered data matrix tensor X, variables for the column means
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find_best_k_principal_components | (X_recon_mse, pca_k_pc_var) | Find best k principal components from reconstruction MSE.
Given reconstruction MSE, return number of principal components
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X_recon_mse: tf.float64 vector tensor of reconstruction mean
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pca_k_pc_var: tf.int64 scalar variable to hold best number of
... | Find best k principal components from reconstruction MSE. | def find_best_k_principal_components(X_recon_mse, pca_k_pc_var):
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set_k_principal_components | (user_k_pc, pca_k_pc_var) | Set k principal components from user-defined value.
Given user-defined number of principal components, return
variable set to this value.
Args:
user_k_pc: User-defined python integer for number of principal
components.
pca_k_pc_var: tf.int64 scalar variable to hold chosen number of
principal... | Set k principal components from user-defined value. | def set_k_principal_components(user_k_pc, pca_k_pc_var):
"""Set k principal components from user-defined value.
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user_k_pc: User-defined python integer for number of principal
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pca_model | (X, mode, params, cur_batch_size, dummy_var) | PCA to reconstruct inputs and minimize reconstruction error.
Given data matrix tensor X, the current Estimator mode, the dictionary of
parameters, current batch size, and the number of features, process through
PCA model subgraph and return reconstructed inputs as output.
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X: tf.float64 matrix tensor... | PCA to reconstruct inputs and minimize reconstruction error. | def pca_model(X, mode, params, cur_batch_size, dummy_var):
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user_data_dir | (appname=None, appauthor=None, version=None, roaming=False) | r"""Return full path to the user-specific data dir for this application.
"appname" is the name of application.
If None, just the system directory is returned.
"appauthor" (only used on Windows) is the name of the
appauthor or distributing body for this application. Typically
... | r"""Return full path to the user-specific data dir for this application. | def user_data_dir(appname=None, appauthor=None, version=None, roaming=False):
r"""Return full path to the user-specific data dir for this application.
"appname" is the name of application.
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site_data_dir | (appname=None, appauthor=None, version=None, multipath=False) | r"""Return full path to the user-shared data dir for this application.
"appname" is the name of application.
If None, just the system directory is returned.
"appauthor" (only used on Windows) is the name of the
appauthor or distributing body for this application. Typically
... | r"""Return full path to the user-shared data dir for this application. | def site_data_dir(appname=None, appauthor=None, version=None, multipath=False):
r"""Return full path to the user-shared data dir for this application.
"appname" is the name of application.
If None, just the system directory is returned.
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user_config_dir | (appname=None, appauthor=None, version=None, roaming=False) | r"""Return full path to the user-specific config dir for this application.
"appname" is the name of application.
If None, just the system directory is returned.
"appauthor" (only used on Windows) is the name of the
appauthor or distributing body for this application. Typically
... | r"""Return full path to the user-specific config dir for this application. | def user_config_dir(appname=None, appauthor=None, version=None, roaming=False):
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site_config_dir | (appname=None, appauthor=None, version=None, multipath=False) | r"""Return full path to the user-shared data dir for this application.
"appname" is the name of application.
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"appauthor" (only used on Windows) is the name of the
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... | r"""Return full path to the user-shared data dir for this application. | def site_config_dir(appname=None, appauthor=None, version=None, multipath=False):
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user_cache_dir | (appname=None, appauthor=None, version=None, opinion=True) | r"""Return full path to the user-specific cache dir for this application.
"appname" is the name of application.
If None, just the system directory is returned.
"appauthor" (only used on Windows) is the name of the
appauthor or distributing body for this application. Typically
... | r"""Return full path to the user-specific cache dir for this application. | def user_cache_dir(appname=None, appauthor=None, version=None, opinion=True):
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user_state_dir | (appname=None, appauthor=None, version=None, roaming=False) | r"""Return full path to the user-specific state dir for this application.
"appname" is the name of application.
If None, just the system directory is returned.
"appauthor" (only used on Windows) is the name of the
appauthor or distributing body for this application. Typically
... | r"""Return full path to the user-specific state dir for this application. | def user_state_dir(appname=None, appauthor=None, version=None, roaming=False):
r"""Return full path to the user-specific state dir for this application.
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user_log_dir | (appname=None, appauthor=None, version=None, opinion=True) | r"""Return full path to the user-specific log dir for this application.
"appname" is the name of application.
If None, just the system directory is returned.
"appauthor" (only used on Windows) is the name of the
appauthor or distributing body for this application. Typically
... | r"""Return full path to the user-specific log dir for this application. | def user_log_dir(appname=None, appauthor=None, version=None, opinion=True):
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_get_win_folder_from_registry | (csidl_name) | This is a fallback technique at best. I'm not sure if using the
registry for this guarantees us the correct answer for all CSIDL_*
names.
| This is a fallback technique at best. I'm not sure if using the
registry for this guarantees us the correct answer for all CSIDL_*
names.
| def _get_win_folder_from_registry(csidl_name):
"""This is a fallback technique at best. I'm not sure if using the
registry for this guarantees us the correct answer for all CSIDL_*
names.
"""
if PY3:
import winreg as _winreg
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import _winreg
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_win_path_to_bytes | (path) | Encode Windows paths to bytes. Only used on Python 2.
Motivation is to be consistent with other operating systems where paths
are also returned as bytes. This avoids problems mixing bytes and Unicode
elsewhere in the codebase. For more details and discussion see
<https://github.com/pypa/pip/issues/3463... | Encode Windows paths to bytes. Only used on Python 2. | def _win_path_to_bytes(path):
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580,
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595,
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DataHandling.get_builtup_data | (self,targets=[], not_targets=[], color_mode='grayscale') |
画像のフルパスを受け取る
:return: 正規化されたデータ、ラベル
|
画像のフルパスを受け取る
:return: 正規化されたデータ、ラベル
| def get_builtup_data(self,targets=[], not_targets=[], color_mode='grayscale'):
"""
画像のフルパスを受け取る
:return: 正規化されたデータ、ラベル
"""
train, valid = self.data_handling.split_train_test(targets=targets, not_targets=not_targets)
return self.data_handling.preprocess(train=train, valid=... | [
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DataHandling.read_dirs | (self, target_label) |
:return: target type=list
ターゲット画像のリストをくるんだリスト
target[0]で取り出す
0dimensionには基本的に1要素しか入らないがnot_targetの形状を考慮しそちらの形状で揃えた
not_target type=list
ターゲット以外の画像のリストをくるんだリスト
not_target[index]で各ノイズにアクセスできる
... |
:return: target type=list
ターゲット画像のリストをくるんだリスト
target[0]で取り出す
0dimensionには基本的に1要素しか入らないがnot_targetの形状を考慮しそちらの形状で揃えた | def read_dirs(self, target_label):
"""
:return: target type=list
ターゲット画像のリストをくるんだリスト
target[0]で取り出す
0dimensionには基本的に1要素しか入らないがnot_targetの形状を考慮しそちらの形状で揃えた
not_target type=list
ターゲット以外の画像のリストをくるんだリスト
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DataHandling.get_builtup_data_include_noise | (self) |
:return: tuple (self.x_train, self.x_test, self.y_train, self.y_test)
|
:return: tuple (self.x_train, self.x_test, self.y_train, self.y_test)
| def get_builtup_data_include_noise(self):
"""
:return: tuple (self.x_train, self.x_test, self.y_train, self.y_test)
"""
return self.oppo.return_datafiles() | [
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define_filenames | (folder: Path) | Locates all relevant breseq files. | Locates all relevant breseq files. | def define_filenames(folder: Path) -> Dict[str, Path]:
""" Locates all relevant breseq files."""
files = {
'index': folder / "output" / "index.html",
'gd': folder / "output" / "evidence" / "annotated.gd",
'vcf': folder / "data" / "output.vcf",
'summary': folder / "data" / "summary.... | [
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move_breseq_folder | (source_folder: Path, destination_folder: Path) |
Moves the relevant breseq files into a new folder. Does not move any of the unneccessary files.
Parameters
----------
source_folder: Source breseq folder.
destination_folder: The parent folder where the files should be saved. The contents of the source folder
will be added to a subfolder named after the linked... |
Moves the relevant breseq files into a new folder. Does not move any of the unneccessary files.
Parameters
----------
source_folder: Source breseq folder.
destination_folder: The parent folder where the files should be saved. The contents of the source folder
will be added to a subfolder named after the linked... | def move_breseq_folder(source_folder: Path, destination_folder: Path):
"""
Moves the relevant breseq files into a new folder. Does not move any of the unneccessary files.
Parameters
----------
source_folder: Source breseq folder.
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ShapeBuilder.default_sizes | (cls, scale) | Convert single scale parameter to a dict of arguments for build. | Convert single scale parameter to a dict of arguments for build. | def default_sizes(cls, scale):
"""Convert single scale parameter to a dict of arguments for build."""
raise RuntimeError('Using "scale" is not supported for %s' %
cls.__name__) | [
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ShapeBuilder.diameter_to_default_scale | (cls, diameter) | Convert diameter parameter to a default size scale. | Convert diameter parameter to a default size scale. | def diameter_to_default_scale(cls, diameter):
"""Convert diameter parameter to a default size scale."""
raise RuntimeError('Using "diameter" is not supported for %s' %
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ShapeBuilder._build | (cls, **kwargs) | Build the shape with the parameters.
Returns either
shape_or_list_shapes
or tuple
(shape_or_list_shapes, phantom_vertices).
| Build the shape with the parameters. | def _build(cls, **kwargs):
"""Build the shape with the parameters.
Returns either
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or tuple
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ShapeBuilder.build | (cls, scale=None, diameter=None, **kwargs) | Build the shape either from scale, diameter, or kwargs.
At least one of diameter or scale must be None.
Returns tuple (list_of_shapes, phantom_vertices).
| Build the shape either from scale, diameter, or kwargs. | def build(cls, scale=None, diameter=None, **kwargs):
"""Build the shape either from scale, diameter, or kwargs.
At least one of diameter or scale must be None.
Returns tuple (list_of_shapes, phantom_vertices).
"""
assert not (scale is not None and diameter is not None
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strongly_connected_components | (G) |
Adapted from networkx: http://networkx.github.io/
Parameters
----------
G : DiGraph
Returns
-------
comp : generator of sets
A generator of sets of nodes, one for each strongly connected
component of G.
|
Adapted from networkx: http://networkx.github.io/
Parameters
----------
G : DiGraph
Returns
-------
comp : generator of sets
A generator of sets of nodes, one for each strongly connected
component of G.
| def strongly_connected_components(G): # noqa: C901
'''
Adapted from networkx: http://networkx.github.io/
Parameters
----------
G : DiGraph
Returns
-------
comp : generator of sets
A generator of sets of nodes, one for each strongly connected
component of G.
'''
p... | [
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simple_cycles | (G) |
Adapted from networkx: http://networkx.github.io/
Parameters
----------
G : DiGraph
Returns
-------
cycle_generator: generator
A generator that produces elementary cycles of the graph.
Each cycle is represented by a list of nodes along the cycle.
|
Adapted from networkx: http://networkx.github.io/
Parameters
----------
G : DiGraph
Returns
-------
cycle_generator: generator
A generator that produces elementary cycles of the graph.
Each cycle is represented by a list of nodes along the cycle.
| def simple_cycles(G): # noqa: C901
'''
Adapted from networkx: http://networkx.github.io/
Parameters
----------
G : DiGraph
Returns
-------
cycle_generator: generator
A generator that produces elementary cycles of the graph.
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find_cycle | (graph) |
Looks for a cycle in the graph. If found, returns the first cycle.
If nodes a1, a2, ..., an are in a cycle, then this returns:
[(a1,a2), (a2,a3), ... (an-1,an), (an, a1)]
Otherwise returns an empty list.
|
Looks for a cycle in the graph. If found, returns the first cycle.
If nodes a1, a2, ..., an are in a cycle, then this returns:
[(a1,a2), (a2,a3), ... (an-1,an), (an, a1)]
Otherwise returns an empty list.
| def find_cycle(graph):
'''
Looks for a cycle in the graph. If found, returns the first cycle.
If nodes a1, a2, ..., an are in a cycle, then this returns:
[(a1,a2), (a2,a3), ... (an-1,an), (an, a1)]
Otherwise returns an empty list.
'''
cycles = list(simple_cycles(graph))
if cycles:
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get_stacktrace | (thread_id) |
Returns the stack trace for the thread id as a list of strings.
|
Returns the stack trace for the thread id as a list of strings.
| def get_stacktrace(thread_id):
'''
Returns the stack trace for the thread id as a list of strings.
'''
gdb.execute('thread %d' % thread_id, from_tty=False, to_string=True)
output = gdb.execute('bt', from_tty=False, to_string=True)
stacktrace_lines = output.strip().split('\n')
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is_thread_blocked_with_frame | (
thread_id, top_line, expected_top_line, expected_frame
) |
Returns True if we found expected_top_line in top_line, and
we found the expected_frame in the thread's stack trace.
|
Returns True if we found expected_top_line in top_line, and
we found the expected_frame in the thread's stack trace.
| def is_thread_blocked_with_frame(
thread_id, top_line, expected_top_line, expected_frame
):
'''
Returns True if we found expected_top_line in top_line, and
we found the expected_frame in the thread's stack trace.
'''
if expected_top_line not in top_line:
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print_cycle | (graph, lwp_to_thread_id, cycle) | Prints the threads and mutexes involved in the deadlock. | Prints the threads and mutexes involved in the deadlock. | def print_cycle(graph, lwp_to_thread_id, cycle):
'''Prints the threads and mutexes involved in the deadlock.'''
for (m, n) in cycle:
print(
'Thread %d (LWP %d) is waiting on %s (0x%016x) held by '
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lwp_to_thread_id[m], m,
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299,
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get_thread_info | () |
Returns a pair of:
- map of LWP -> thread ID
- map of blocked threads LWP -> potential mutex type
|
Returns a pair of:
- map of LWP -> thread ID
- map of blocked threads LWP -> potential mutex type
| def get_thread_info():
'''
Returns a pair of:
- map of LWP -> thread ID
- map of blocked threads LWP -> potential mutex type
'''
# LWP -> thread ID
lwp_to_thread_id = {}
# LWP -> potential mutex type it is blocked on
blocked_threads = {}
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get_pthread_mutex_t_owner_and_address | (lwp_to_thread_id, thread_lwp) |
Finds the thread holding the mutex that this thread is blocked on.
Returns a pair of (lwp of thread owning mutex, mutex address),
or (None, None) if not found.
|
Finds the thread holding the mutex that this thread is blocked on.
Returns a pair of (lwp of thread owning mutex, mutex address),
or (None, None) if not found.
| def get_pthread_mutex_t_owner_and_address(lwp_to_thread_id, thread_lwp):
'''
Finds the thread holding the mutex that this thread is blocked on.
Returns a pair of (lwp of thread owning mutex, mutex address),
or (None, None) if not found.
'''
# Go up the stack to the pthread_mutex_lock frame
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get_pthread_rwlock_t_owner_and_address | (lwp_to_thread_id, thread_lwp) |
If the thread is waiting on a write-locked pthread_rwlock_t, this will
return the pair of:
(lwp of thread that is write-owning the mutex, mutex address)
or (None, None) if not found, or if the mutex is read-locked.
|
If the thread is waiting on a write-locked pthread_rwlock_t, this will
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| def get_pthread_rwlock_t_owner_and_address(lwp_to_thread_id, thread_lwp):
'''
If the thread is waiting on a write-locked pthread_rwlock_t, this will
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(lwp of thread that is write-owning the mutex, mutex address)
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DiGraph.node_link_data | (self) |
Returns the graph as a dictionary in a format that can be
serialized.
|
Returns the graph as a dictionary in a format that can be
serialized.
| def node_link_data(self):
'''
Returns the graph as a dictionary in a format that can be
serialized.
'''
data = {
'directed': True,
'multigraph': False,
'graph': {},
'links': [],
'nodes': [],
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# Do one p... | [
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MutexType.get_mutex_type | (thread_id, top_line) |
Returns the probable mutex type, based on the first line
of the thread's stack. Returns None if not found.
|
Returns the probable mutex type, based on the first line
of the thread's stack. Returns None if not found.
| def get_mutex_type(thread_id, top_line):
'''
Returns the probable mutex type, based on the first line
of the thread's stack. Returns None if not found.
'''
if is_thread_blocked_with_frame(
thread_id, top_line, '__lll_lock_wait', 'pthread_mutex'
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MutexType.get_mutex_owner_and_address_func_for_type | (mutex_type) |
Returns a function to resolve the mutex owner and address for
the given type. The returned function f has the following
signature:
f: args: (map of thread lwp -> thread id), blocked thread lwp
returns: (lwp of thread owning mutex, mutex address)
... |
Returns a function to resolve the mutex owner and address for
the given type. The returned function f has the following
signature: | def get_mutex_owner_and_address_func_for_type(mutex_type):
'''
Returns a function to resolve the mutex owner and address for
the given type. The returned function f has the following
signature:
f: args: (map of thread lwp -> thread id), blocked thread lwp
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Deadlock.invoke | (self, arg, from_tty) | Prints the threads and mutexes in a deadlock, if it exists. | Prints the threads and mutexes in a deadlock, if it exists. | def invoke(self, arg, from_tty):
'''Prints the threads and mutexes in a deadlock, if it exists.'''
lwp_to_thread_id, blocked_threads = get_thread_info()
# Nodes represent threads. Edge (A,B) exists if thread A
# is waiting on a mutex held by thread B.
graph = DiGraph()
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no_append_slash | (view_func) |
Mark a view function as excluded from CommonMiddleware's APPEND_SLASH
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|
Mark a view function as excluded from CommonMiddleware's APPEND_SLASH
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| def no_append_slash(view_func):
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Mark a view function as excluded from CommonMiddleware's APPEND_SLASH
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connection_requires_http_tunnel | (
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Returns True if the connection requires an HTTP CONNECT through the proxy.
:param URL proxy_url:
URL of the proxy.
:param ProxyConfig proxy_config:
Proxy configuration from poolmanager.py
:param str destination_scheme:
The scheme of the destination. (i.e https, http, etc)
|
Returns True if the connection requires an HTTP CONNECT through the proxy. | def connection_requires_http_tunnel(
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Returns True if the connection requires an HTTP CONNECT through the proxy.
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create_proxy_ssl_context | (
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Generates a default proxy ssl context if one hasn't been provided by the
user.
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run | (argv=None) | The main function which creates the pipeline and runs it | The main function which creates the pipeline and runs it | def run(argv=None):
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parser = argparse.ArgumentParser()
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get_args | () | Argument parser.
Returns:
Dictionary of arguments.
| Argument parser.
Returns:
Dictionary of arguments.
| def get_args():
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train_and_evaluate | (args) | Trains and evaluates the Keras model.
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SavedModel format to the path defined in part by the --job-dir
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... | Trains and evaluates the Keras model.
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loaded in model.py. Saves the trained model in TensorFlow
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Args:
args: dictionary of arguments - see get_args() for details
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Storage.locked_get | (self) | Retrieve Credential from file.
Returns:
oauth2client.client.Credentials
Raises:
IOError if the file is a symbolic link.
| Retrieve Credential from file. | def locked_get(self):
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Returns:
oauth2client.client.Credentials
Raises:
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Storage._create_file_if_needed | (self) | Create an empty file if necessary.
This method will not initialize the file. Instead it implements a
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| Create an empty file if necessary. | def _create_file_if_needed(self):
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Storage.locked_put | (self, credentials) | Write Credentials to file.
Args:
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Raises:
IOError if the file is a symbolic link.
| Write Credentials to file. | def locked_put(self, credentials):
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Args:
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Storage.locked_delete | (self) | Delete Credentials file.
Args:
credentials: Credentials, the credentials to store.
| Delete Credentials file. | def locked_delete(self):
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extract_resources | (taxonomy_filepath) |
Reads a .json representing a taxonomy and returns
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:param taxonomy_file: a string representing a path to a .json file
:return: Node representing root of taxonomic tree
|
Reads a .json representing a taxonomy and returns
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:return: Node representing root of taxonomic tree
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read_users | (users_fp) |
Reads a .csv from @user_fp representing users into a list of dictionaries,
each elt of which represents a user
:param user_fp: a .csv file where each line represents a user
:return: a list of dictionaries
|
Reads a .csv from | def read_users(users_fp):
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Reads a .csv from @user_fp representing users into a list of dictionaries,
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:return: a list of dictionaries
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publish_burst | (burst, num_events_counter, fp) |
Publishes and prints each event
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create_user_process | (user, root, num_events_counter) |
Code for continuously-running process representing a user publishing
events to pubsub
:param user: a dictionary representing characteristics of the user
:param root: an instance of AnyNode representing the home page of a website
:param num_events_counter: a variable shared among all processes used ... |
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:param num_events_counter: a variable shared among all processes used ... | def create_user_process(user, root, num_events_counter):
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Code for continuously-running process representing a user publishing
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generate_event | (user) |
Returns a dictionary representing an event
:param user:
:return:
|
Returns a dictionary representing an event
:param user:
:return:
| def generate_event(user):
"""
Returns a dictionary representing an event
:param user:
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"""
user['page'] = get_next_page(user)
uri = str(user['page'].name)
event_time = user['time']
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get_next_page | (user) |
Consults the user's representation of the web site taxonomy to determine the next page that they visit
:param user:
:return:
|
Consults the user's representation of the web site taxonomy to determine the next page that they visit
:param user:
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Consults the user's representation of the web site taxonomy to determine the next page that they visit
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possible_next_pages = [user['page']]
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get_wsgi_application | () |
The public interface to Django's WSGI support. Return a WSGI callable.
Avoids making django.core.handlers.WSGIHandler a public API, in case the
internal WSGI implementation changes or moves in the future.
|
The public interface to Django's WSGI support. Return a WSGI callable. | def get_wsgi_application():
"""
The public interface to Django's WSGI support. Return a WSGI callable.
Avoids making django.core.handlers.WSGIHandler a public API, in case the
internal WSGI implementation changes or moves in the future.
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django.setup(set_prefix=False)
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Command.run_from_argv | (self, argv) |
Pre-parse the command line to extract the value of the --testrunner
option. This allows a test runner to define additional command line
arguments.
|
Pre-parse the command line to extract the value of the --testrunner
option. This allows a test runner to define additional command line
arguments.
| def run_from_argv(self, argv):
"""
Pre-parse the command line to extract the value of the --testrunner
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"""
self.test_runner = get_command_line_option(argv, '--testrunner')
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UserProfileManager.create_user | (self, email, name, password=None) | Create a new user profile | Create a new user profile | def create_user(self, email, name, password=None):
"""Create a new user profile"""
if not email:
raise ValueError('User must have an email address')
email = self.normalize_email(email)
user = self.model(email=email, name=name)
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UserProfileManager.create_superuser | (self, email, name, password) | Create and save a new superuser with given details | Create and save a new superuser with given details | def create_superuser(self, email, name, password):
"""Create and save a new superuser with given details"""
user = self.create_user(email, name, password)
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UserProfile.get_full_name | (self) | Retrieve full name for user | Retrieve full name for user | def get_full_name(self):
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UserProfile.get_short_name | (self) | Retrieve short name of user | Retrieve short name of user | def get_short_name(self):
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UserProfile.__str__ | (self) | Return string representation of user | Return string representation of user | def __str__(self):
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] | python | en | ['en', 'no', 'en'] | True |
ProfileFeedItem.__str__ | (self) | Return the model as a string | Return the model as a string | def __str__(self):
"""Return the model as a string"""
return self.status_text | [
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register_handler | (handler) |
Install application-specific HDF5 image handler.
:param handler: Handler object.
|
Install application-specific HDF5 image handler. | def register_handler(handler):
"""
Install application-specific HDF5 image handler.
:param handler: Handler object.
"""
global _handler
_handler = handler | [
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split_first | (s, delims) |
.. deprecated:: 1.25
Given a string and an iterable of delimiters, split on the first found
delimiter. Return two split parts and the matched delimiter.
If not found, then the first part is the full input string.
Example::
>>> split_first('foo/bar?baz', '?/=')
('foo', 'bar?baz',... |
.. deprecated:: 1.25 | def split_first(s, delims):
"""
.. deprecated:: 1.25
Given a string and an iterable of delimiters, split on the first found
delimiter. Return two split parts and the matched delimiter.
If not found, then the first part is the full input string.
Example::
>>> split_first('foo/bar?baz'... | [
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_encode_invalid_chars | (component, allowed_chars, encoding="utf-8") | Percent-encodes a URI component without reapplying
onto an already percent-encoded component.
| Percent-encodes a URI component without reapplying
onto an already percent-encoded component.
| def _encode_invalid_chars(component, allowed_chars, encoding="utf-8"):
"""Percent-encodes a URI component without reapplying
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"""
if component is None:
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component = six.ensure_text(component)
# Normalize existing percent-encoded... | [
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_encode_target | (target) | Percent-encodes a request target so that there are no invalid characters | Percent-encodes a request target so that there are no invalid characters | def _encode_target(target):
"""Percent-encodes a request target so that there are no invalid characters"""
path, query = TARGET_RE.match(target).groups()
target = _encode_invalid_chars(path, PATH_CHARS)
query = _encode_invalid_chars(query, QUERY_CHARS)
if query is not None:
target += "?" + q... | [
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parse_url | (url) |
Given a url, return a parsed :class:`.Url` namedtuple. Best-effort is
performed to parse incomplete urls. Fields not provided will be None.
This parser is RFC 3986 compliant.
The parser logic and helper functions are based heavily on
work done in the ``rfc3986`` module.
:param str url: URL to... |
Given a url, return a parsed :class:`.Url` namedtuple. Best-effort is
performed to parse incomplete urls. Fields not provided will be None.
This parser is RFC 3986 compliant. | def parse_url(url):
"""
Given a url, return a parsed :class:`.Url` namedtuple. Best-effort is
performed to parse incomplete urls. Fields not provided will be None.
This parser is RFC 3986 compliant.
The parser logic and helper functions are based heavily on
work done in the ``rfc3986`` module.
... | [
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423,
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get_host | (url) |
Deprecated. Use :func:`parse_url` instead.
|
Deprecated. Use :func:`parse_url` instead.
| def get_host(url):
"""
Deprecated. Use :func:`parse_url` instead.
"""
p = parse_url(url)
return p.scheme or "http", p.hostname, p.port | [
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Url.hostname | (self) | For backwards-compatibility with urlparse. We're nice like that. | For backwards-compatibility with urlparse. We're nice like that. | def hostname(self):
"""For backwards-compatibility with urlparse. We're nice like that."""
return self.host | [
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] | python | en | ['en', 'en', 'en'] | True |
Url.request_uri | (self) | Absolute path including the query string. | Absolute path including the query string. | def request_uri(self):
"""Absolute path including the query string."""
uri = self.path or "/"
if self.query is not None:
uri += "?" + self.query
return uri | [
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] | python | en | ['en', 'en', 'en'] | True |
Url.netloc | (self) | Network location including host and port | Network location including host and port | def netloc(self):
"""Network location including host and port"""
if self.port:
return "%s:%d" % (self.host, self.port)
return self.host | [
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124,
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128,
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] | python | en | ['en', 'en', 'en'] | True |
Url.url | (self) |
Convert self into a url
This function should more or less round-trip with :func:`.parse_url`. The
returned url may not be exactly the same as the url inputted to
:func:`.parse_url`, but it should be equivalent by the RFC (e.g., urls
with a blank port will have : removed).
... |
Convert self into a url | def url(self):
"""
Convert self into a url
This function should more or less round-trip with :func:`.parse_url`. The
returned url may not be exactly the same as the url inputted to
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... | [
131,
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] | [
168,
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] | python | en | ['en', 'error', 'th'] | False |
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