id int32 0 252k | repo stringlengths 7 55 | path stringlengths 4 127 | func_name stringlengths 1 88 | original_string stringlengths 75 19.8k | language stringclasses 1
value | code stringlengths 75 19.8k | code_tokens list | docstring stringlengths 3 17.3k | docstring_tokens list | sha stringlengths 40 40 | url stringlengths 87 242 |
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221,900 | automl/HpBandSter | hpbandster/optimizers/config_generators/lcnet.py | LCNetWrapper.get_config | def get_config(self, budget):
"""
function to sample a new configuration
This function is called inside Hyperband to query a new configuration
Parameters:
-----------
budget: float
the budget for which this configuration is scheduled... | python | def get_config(self, budget):
"""
function to sample a new configuration
This function is called inside Hyperband to query a new configuration
Parameters:
-----------
budget: float
the budget for which this configuration is scheduled... | [
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budget: float
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221,901 | automl/HpBandSter | hpbandster/core/result.py | extract_HBS_learning_curves | def extract_HBS_learning_curves(runs):
"""
function to get the hyperband learning curves
This is an example function showing the interface to use the
HB_result.get_learning_curves method.
Parameters
----------
runs: list of HB_result.run objects
the performed runs for an unspecified config
Returns
------... | python | def extract_HBS_learning_curves(runs):
"""
function to get the hyperband learning curves
This is an example function showing the interface to use the
HB_result.get_learning_curves method.
Parameters
----------
runs: list of HB_result.run objects
the performed runs for an unspecified config
Returns
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This is an example function showing the interface to use the
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Parameters
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runs: list of HB_result.run objects
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221,902 | automl/HpBandSter | hpbandster/core/result.py | logged_results_to_HBS_result | def logged_results_to_HBS_result(directory):
"""
function to import logged 'live-results' and return a HB_result object
You can load live run results with this function and the returned
HB_result object gives you access to the results the same way
a finished run would.
Parameters
----------
directory: str
... | python | def logged_results_to_HBS_result(directory):
"""
function to import logged 'live-results' and return a HB_result object
You can load live run results with this function and the returned
HB_result object gives you access to the results the same way
a finished run would.
Parameters
----------
directory: str
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221,903 | automl/HpBandSter | hpbandster/core/result.py | Result.get_incumbent_id | def get_incumbent_id(self):
"""
Find the config_id of the incumbent.
The incumbent here is the configuration with the smallest loss
among all runs on the maximum budget! If no run finishes on the
maximum budget, None is returned!
"""
tmp_list = []
for k,v in self.data.items():
try:
# only things... | python | def get_incumbent_id(self):
"""
Find the config_id of the incumbent.
The incumbent here is the configuration with the smallest loss
among all runs on the maximum budget! If no run finishes on the
maximum budget, None is returned!
"""
tmp_list = []
for k,v in self.data.items():
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# only things... | [
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221,904 | automl/HpBandSter | hpbandster/core/result.py | Result.get_runs_by_id | def get_runs_by_id(self, config_id):
"""
returns a list of runs for a given config id
The runs are sorted by ascending budget, so '-1' will give
the longest run for this config.
"""
d = self.data[config_id]
runs = []
for b in d.results.keys():
try:
err_logs = d.exceptions.get(b, None)
if d... | python | def get_runs_by_id(self, config_id):
"""
returns a list of runs for a given config id
The runs are sorted by ascending budget, so '-1' will give
the longest run for this config.
"""
d = self.data[config_id]
runs = []
for b in d.results.keys():
try:
err_logs = d.exceptions.get(b, None)
if d... | [
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221,905 | automl/HpBandSter | hpbandster/core/result.py | Result.get_learning_curves | def get_learning_curves(self, lc_extractor=extract_HBS_learning_curves, config_ids=None):
"""
extracts all learning curves from all run configurations
Parameters
----------
lc_extractor: callable
a function to return a list of learning_curves.
defaults to hpbanster.HB_result.extract_HP_learning_curv... | python | def get_learning_curves(self, lc_extractor=extract_HBS_learning_curves, config_ids=None):
"""
extracts all learning curves from all run configurations
Parameters
----------
lc_extractor: callable
a function to return a list of learning_curves.
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config_ids: list of valid config ids
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221,906 | automl/HpBandSter | hpbandster/core/result.py | Result.get_all_runs | def get_all_runs(self, only_largest_budget=False):
"""
returns all runs performed
Parameters
----------
only_largest_budget: boolean
if True, only the largest budget for each configuration
is returned. This makes sense if the runs are continued
across budgets and the info field contains the info... | python | def get_all_runs(self, only_largest_budget=False):
"""
returns all runs performed
Parameters
----------
only_largest_budget: boolean
if True, only the largest budget for each configuration
is returned. This makes sense if the runs are continued
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221,907 | automl/HpBandSter | hpbandster/core/result.py | Result.get_id2config_mapping | def get_id2config_mapping(self):
"""
returns a dict where the keys are the config_ids and the values
are the actual configurations
"""
new_dict = {}
for k, v in self.data.items():
new_dict[k] = {}
new_dict[k]['config'] = copy.deepcopy(v.config)
try:
new_dict[k]['config_info'] = copy.deepcopy(v.... | python | def get_id2config_mapping(self):
"""
returns a dict where the keys are the config_ids and the values
are the actual configurations
"""
new_dict = {}
for k, v in self.data.items():
new_dict[k] = {}
new_dict[k]['config'] = copy.deepcopy(v.config)
try:
new_dict[k]['config_info'] = copy.deepcopy(v.... | [
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221,908 | automl/HpBandSter | hpbandster/core/result.py | Result._merge_results | def _merge_results(self):
"""
hidden function to merge the list of results into one
dictionary and 'normalize' the time stamps
"""
new_dict = {}
for it in self.data:
new_dict.update(it)
for k,v in new_dict.items():
for kk, vv in v.time_stamps.items():
for kkk,vvv in vv.items():
new_dict[k]... | python | def _merge_results(self):
"""
hidden function to merge the list of results into one
dictionary and 'normalize' the time stamps
"""
new_dict = {}
for it in self.data:
new_dict.update(it)
for k,v in new_dict.items():
for kk, vv in v.time_stamps.items():
for kkk,vvv in vv.items():
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221,909 | Koed00/django-q | django_q/core_signing.py | TimestampSigner.unsign | def unsign(self, value, max_age=None):
"""
Retrieve original value and check it wasn't signed more
than max_age seconds ago.
"""
result = super(TimestampSigner, self).unsign(value)
value, timestamp = result.rsplit(self.sep, 1)
timestamp = baseconv.base62.decode(ti... | python | def unsign(self, value, max_age=None):
"""
Retrieve original value and check it wasn't signed more
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"""
result = super(TimestampSigner, self).unsign(value)
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221,910 | Koed00/django-q | django_q/humanhash.py | HumanHasher.humanize | def humanize(self, hexdigest, words=4, separator='-'):
"""
Humanize a given hexadecimal digest.
Change the number of words output by specifying `words`. Change the
word separator with `separator`.
>>> digest = '60ad8d0d871b6095808297'
>>> HumanHasher().humanize... | python | def humanize(self, hexdigest, words=4, separator='-'):
"""
Humanize a given hexadecimal digest.
Change the number of words output by specifying `words`. Change the
word separator with `separator`.
>>> digest = '60ad8d0d871b6095808297'
>>> HumanHasher().humanize... | [
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221,911 | Koed00/django-q | django_q/humanhash.py | HumanHasher.compress | def compress(bytes, target):
"""
Compress a list of byte values to a fixed target length.
>>> bytes = [96, 173, 141, 13, 135, 27, 96, 149, 128, 130, 151]
>>> HumanHasher.compress(bytes, 4)
[205, 128, 156, 96]
Attempting to compress a smaller number of bytes... | python | def compress(bytes, target):
"""
Compress a list of byte values to a fixed target length.
>>> bytes = [96, 173, 141, 13, 135, 27, 96, 149, 128, 130, 151]
>>> HumanHasher.compress(bytes, 4)
[205, 128, 156, 96]
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221,912 | Koed00/django-q | django_q/humanhash.py | HumanHasher.uuid | def uuid(self, **params):
"""
Generate a UUID with a human-readable representation.
Returns `(human_repr, full_digest)`. Accepts the same keyword arguments
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"""
digest = str(uuidlib.uuid4()).replace('-', '')
... | python | def uuid(self, **params):
"""
Generate a UUID with a human-readable representation.
Returns `(human_repr, full_digest)`. Accepts the same keyword arguments
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digest = str(uuidlib.uuid4()).replace('-', '')
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221,913 | Koed00/django-q | django_q/tasks.py | async_task | def async_task(func, *args, **kwargs):
"""Queue a task for the cluster."""
keywords = kwargs.copy()
opt_keys = (
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q_options = keywords.pop('q_options', {})
# get an id
tag = uuid()
# ... | python | def async_task(func, *args, **kwargs):
"""Queue a task for the cluster."""
keywords = kwargs.copy()
opt_keys = (
'hook', 'group', 'save', 'sync', 'cached', 'ack_failure', 'iter_count', 'iter_cached', 'chain', 'broker')
q_options = keywords.pop('q_options', {})
# get an id
tag = uuid()
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221,914 | Koed00/django-q | django_q/tasks.py | schedule | def schedule(func, *args, **kwargs):
"""
Create a schedule.
:param func: function to schedule.
:param args: function arguments.
:param name: optional name for the schedule.
:param hook: optional result hook function.
:type schedule_type: Schedule.TYPE
:param repeats: how many times to r... | python | def schedule(func, *args, **kwargs):
"""
Create a schedule.
:param func: function to schedule.
:param args: function arguments.
:param name: optional name for the schedule.
:param hook: optional result hook function.
:type schedule_type: Schedule.TYPE
:param repeats: how many times to r... | [
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221,915 | Koed00/django-q | django_q/tasks.py | result | def result(task_id, wait=0, cached=Conf.CACHED):
"""
Return the result of the named task.
:type task_id: str or uuid
:param task_id: the task name or uuid
:type wait: int
:param wait: number of milliseconds to wait for a result
:param bool cached: run this against the cache backend
:ret... | python | def result(task_id, wait=0, cached=Conf.CACHED):
"""
Return the result of the named task.
:type task_id: str or uuid
:param task_id: the task name or uuid
:type wait: int
:param wait: number of milliseconds to wait for a result
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221,916 | Koed00/django-q | django_q/tasks.py | result_cached | def result_cached(task_id, wait=0, broker=None):
"""
Return the result from the cache backend
"""
if not broker:
broker = get_broker()
start = time()
while True:
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if r:
return SignedPackage.loads(r... | python | def result_cached(task_id, wait=0, broker=None):
"""
Return the result from the cache backend
"""
if not broker:
broker = get_broker()
start = time()
while True:
r = broker.cache.get('{}:{}'.format(broker.list_key, task_id))
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221,917 | Koed00/django-q | django_q/tasks.py | result_group | def result_group(group_id, failures=False, wait=0, count=None, cached=Conf.CACHED):
"""
Return a list of results for a task group.
:param str group_id: the group id
:param bool failures: set to True to include failures
:param int count: Block until there are this many results in the group
:para... | python | def result_group(group_id, failures=False, wait=0, count=None, cached=Conf.CACHED):
"""
Return a list of results for a task group.
:param str group_id: the group id
:param bool failures: set to True to include failures
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221,918 | Koed00/django-q | django_q/tasks.py | result_group_cached | def result_group_cached(group_id, failures=False, wait=0, count=None, broker=None):
"""
Return a list of results for a task group from the cache backend
"""
if not broker:
broker = get_broker()
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if count_group_cached(group_id) == co... | python | def result_group_cached(group_id, failures=False, wait=0, count=None, broker=None):
"""
Return a list of results for a task group from the cache backend
"""
if not broker:
broker = get_broker()
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221,919 | Koed00/django-q | django_q/tasks.py | fetch | def fetch(task_id, wait=0, cached=Conf.CACHED):
"""
Return the processed task.
:param task_id: the task name or uuid
:type task_id: str or uuid
:param wait: the number of milliseconds to wait for a result
:type wait: int
:param bool cached: run this against the cache backend
:return: th... | python | def fetch(task_id, wait=0, cached=Conf.CACHED):
"""
Return the processed task.
:param task_id: the task name or uuid
:type task_id: str or uuid
:param wait: the number of milliseconds to wait for a result
:type wait: int
:param bool cached: run this against the cache backend
:return: th... | [
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221,920 | Koed00/django-q | django_q/tasks.py | fetch_cached | def fetch_cached(task_id, wait=0, broker=None):
"""
Return the processed task from the cache backend
"""
if not broker:
broker = get_broker()
start = time()
while True:
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if r:
task = SignedPackage.l... | python | def fetch_cached(task_id, wait=0, broker=None):
"""
Return the processed task from the cache backend
"""
if not broker:
broker = get_broker()
start = time()
while True:
r = broker.cache.get('{}:{}'.format(broker.list_key, task_id))
if r:
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221,921 | Koed00/django-q | django_q/tasks.py | fetch_group | def fetch_group(group_id, failures=True, wait=0, count=None, cached=Conf.CACHED):
"""
Return a list of Tasks for a task group.
:param str group_id: the group id
:param bool failures: set to False to exclude failures
:param bool cached: run this against the cache backend
:return: list of Tasks
... | python | def fetch_group(group_id, failures=True, wait=0, count=None, cached=Conf.CACHED):
"""
Return a list of Tasks for a task group.
:param str group_id: the group id
:param bool failures: set to False to exclude failures
:param bool cached: run this against the cache backend
:return: list of Tasks
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221,922 | Koed00/django-q | django_q/tasks.py | fetch_group_cached | def fetch_group_cached(group_id, failures=True, wait=0, count=None, broker=None):
"""
Return a list of Tasks for a task group in the cache backend
"""
if not broker:
broker = get_broker()
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if count_group_cached(group_id) == count or... | python | def fetch_group_cached(group_id, failures=True, wait=0, count=None, broker=None):
"""
Return a list of Tasks for a task group in the cache backend
"""
if not broker:
broker = get_broker()
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221,923 | Koed00/django-q | django_q/tasks.py | count_group | def count_group(group_id, failures=False, cached=Conf.CACHED):
"""
Count the results in a group.
:param str group_id: the group id
:param bool failures: Returns failure count if True
:param bool cached: run this against the cache backend
:return: the number of tasks/results in a group
:rtyp... | python | def count_group(group_id, failures=False, cached=Conf.CACHED):
"""
Count the results in a group.
:param str group_id: the group id
:param bool failures: Returns failure count if True
:param bool cached: run this against the cache backend
:return: the number of tasks/results in a group
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221,924 | Koed00/django-q | django_q/tasks.py | count_group_cached | def count_group_cached(group_id, failures=False, broker=None):
"""
Count the results in a group in the cache backend
"""
if not broker:
broker = get_broker()
group_list = broker.cache.get('{}:{}:keys'.format(broker.list_key, group_id))
if group_list:
if not failures:
... | python | def count_group_cached(group_id, failures=False, broker=None):
"""
Count the results in a group in the cache backend
"""
if not broker:
broker = get_broker()
group_list = broker.cache.get('{}:{}:keys'.format(broker.list_key, group_id))
if group_list:
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221,925 | Koed00/django-q | django_q/tasks.py | delete_group_cached | def delete_group_cached(group_id, broker=None):
"""
Delete a group from the cache backend
"""
if not broker:
broker = get_broker()
group_key = '{}:{}:keys'.format(broker.list_key, group_id)
group_list = broker.cache.get(group_key)
broker.cache.delete_many(group_list)
broker.cache... | python | def delete_group_cached(group_id, broker=None):
"""
Delete a group from the cache backend
"""
if not broker:
broker = get_broker()
group_key = '{}:{}:keys'.format(broker.list_key, group_id)
group_list = broker.cache.get(group_key)
broker.cache.delete_many(group_list)
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221,926 | Koed00/django-q | django_q/tasks.py | delete_cached | def delete_cached(task_id, broker=None):
"""
Delete a task from the cache backend
"""
if not broker:
broker = get_broker()
return broker.cache.delete('{}:{}'.format(broker.list_key, task_id)) | python | def delete_cached(task_id, broker=None):
"""
Delete a task from the cache backend
"""
if not broker:
broker = get_broker()
return broker.cache.delete('{}:{}'.format(broker.list_key, task_id)) | [
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221,927 | Koed00/django-q | django_q/tasks.py | async_iter | def async_iter(func, args_iter, **kwargs):
"""
enqueues a function with iterable arguments
"""
iter_count = len(args_iter)
iter_group = uuid()[1]
# clean up the kwargs
options = kwargs.get('q_options', kwargs)
options.pop('hook', None)
options['broker'] = options.get('broker', get_br... | python | def async_iter(func, args_iter, **kwargs):
"""
enqueues a function with iterable arguments
"""
iter_count = len(args_iter)
iter_group = uuid()[1]
# clean up the kwargs
options = kwargs.get('q_options', kwargs)
options.pop('hook', None)
options['broker'] = options.get('broker', get_br... | [
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221,928 | Koed00/django-q | django_q/tasks.py | _sync | def _sync(pack):
"""Simulate a package travelling through the cluster."""
task_queue = Queue()
result_queue = Queue()
task = SignedPackage.loads(pack)
task_queue.put(task)
task_queue.put('STOP')
worker(task_queue, result_queue, Value('f', -1))
result_queue.put('STOP')
monitor(result_... | python | def _sync(pack):
"""Simulate a package travelling through the cluster."""
task_queue = Queue()
result_queue = Queue()
task = SignedPackage.loads(pack)
task_queue.put(task)
task_queue.put('STOP')
worker(task_queue, result_queue, Value('f', -1))
result_queue.put('STOP')
monitor(result_... | [
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221,929 | Koed00/django-q | django_q/tasks.py | Iter.append | def append(self, *args):
"""
add arguments to the set
"""
self.args.append(args)
if self.started:
self.started = False
return self.length() | python | def append(self, *args):
"""
add arguments to the set
"""
self.args.append(args)
if self.started:
self.started = False
return self.length() | [
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221,930 | Koed00/django-q | django_q/admin.py | retry_failed | def retry_failed(FailAdmin, request, queryset):
"""Submit selected tasks back to the queue."""
for task in queryset:
async_task(task.func, *task.args or (), hook=task.hook, **task.kwargs or {})
task.delete() | python | def retry_failed(FailAdmin, request, queryset):
"""Submit selected tasks back to the queue."""
for task in queryset:
async_task(task.func, *task.args or (), hook=task.hook, **task.kwargs or {})
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221,931 | Koed00/django-q | django_q/admin.py | TaskAdmin.get_queryset | def get_queryset(self, request):
"""Only show successes."""
qs = super(TaskAdmin, self).get_queryset(request)
return qs.filter(success=True) | python | def get_queryset(self, request):
"""Only show successes."""
qs = super(TaskAdmin, self).get_queryset(request)
return qs.filter(success=True) | [
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221,932 | Koed00/django-q | django_q/admin.py | TaskAdmin.get_readonly_fields | def get_readonly_fields(self, request, obj=None):
"""Set all fields readonly."""
return list(self.readonly_fields) + [field.name for field in obj._meta.fields] | python | def get_readonly_fields(self, request, obj=None):
"""Set all fields readonly."""
return list(self.readonly_fields) + [field.name for field in obj._meta.fields] | [
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221,933 | Koed00/django-q | django_q/cluster.py | save_task | def save_task(task, broker):
"""
Saves the task package to Django or the cache
"""
# SAVE LIMIT < 0 : Don't save success
if not task.get('save', Conf.SAVE_LIMIT >= 0) and task['success']:
return
# enqueues next in a chain
if task.get('chain', None):
django_q.tasks.async_chain... | python | def save_task(task, broker):
"""
Saves the task package to Django or the cache
"""
# SAVE LIMIT < 0 : Don't save success
if not task.get('save', Conf.SAVE_LIMIT >= 0) and task['success']:
return
# enqueues next in a chain
if task.get('chain', None):
django_q.tasks.async_chain... | [
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221,934 | Koed00/django-q | django_q/cluster.py | scheduler | def scheduler(broker=None):
"""
Creates a task from a schedule at the scheduled time and schedules next run
"""
if not broker:
broker = get_broker()
db.close_old_connections()
try:
for s in Schedule.objects.exclude(repeats=0).filter(next_run__lt=timezone.now()):
args ... | python | def scheduler(broker=None):
"""
Creates a task from a schedule at the scheduled time and schedules next run
"""
if not broker:
broker = get_broker()
db.close_old_connections()
try:
for s in Schedule.objects.exclude(repeats=0).filter(next_run__lt=timezone.now()):
args ... | [
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221,935 | google/python-adb | adb/adb_commands.py | AdbCommands._get_service_connection | def _get_service_connection(self, service, service_command=None, create=True, timeout_ms=None):
"""
Based on the service, get the AdbConnection for that service or create one if it doesnt exist
:param service:
:param service_command: Additional service parameters to append
:para... | python | def _get_service_connection(self, service, service_command=None, create=True, timeout_ms=None):
"""
Based on the service, get the AdbConnection for that service or create one if it doesnt exist
:param service:
:param service_command: Additional service parameters to append
:para... | [
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221,936 | google/python-adb | adb/adb_commands.py | AdbCommands.ConnectDevice | def ConnectDevice(self, port_path=None, serial=None, default_timeout_ms=None, **kwargs):
"""Convenience function to setup a transport handle for the adb device from
usb path or serial then connect to it.
Args:
port_path: The filename of usb port to use.
serial: The seri... | python | def ConnectDevice(self, port_path=None, serial=None, default_timeout_ms=None, **kwargs):
"""Convenience function to setup a transport handle for the adb device from
usb path or serial then connect to it.
Args:
port_path: The filename of usb port to use.
serial: The seri... | [
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serial: The serial number of the device to use.
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221,937 | google/python-adb | adb/adb_commands.py | AdbCommands.Install | def Install(self, apk_path, destination_dir='', replace_existing=True,
grant_permissions=False, timeout_ms=None, transfer_progress_callback=None):
"""Install an apk to the device.
Doesn't support verifier file, instead allows destination directory to be
overridden.
Args... | python | def Install(self, apk_path, destination_dir='', replace_existing=True,
grant_permissions=False, timeout_ms=None, transfer_progress_callback=None):
"""Install an apk to the device.
Doesn't support verifier file, instead allows destination directory to be
overridden.
Args... | [
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221,938 | google/python-adb | adb/adb_commands.py | AdbCommands.Uninstall | def Uninstall(self, package_name, keep_data=False, timeout_ms=None):
"""Removes a package from the device.
Args:
package_name: Package name of target package.
keep_data: whether to keep the data and cache directories
timeout_ms: Expected timeout for pushing and installing.... | python | def Uninstall(self, package_name, keep_data=False, timeout_ms=None):
"""Removes a package from the device.
Args:
package_name: Package name of target package.
keep_data: whether to keep the data and cache directories
timeout_ms: Expected timeout for pushing and installing.... | [
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timeout_ms: Expected timeout for pushing and installing.
Returns:
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221,939 | google/python-adb | adb/adb_commands.py | AdbCommands.Push | def Push(self, source_file, device_filename, mtime='0', timeout_ms=None, progress_callback=None, st_mode=None):
"""Push a file or directory to the device.
Args:
source_file: Either a filename, a directory or file-like object to push to
the device.
device_filen... | python | def Push(self, source_file, device_filename, mtime='0', timeout_ms=None, progress_callback=None, st_mode=None):
"""Push a file or directory to the device.
Args:
source_file: Either a filename, a directory or file-like object to push to
the device.
device_filen... | [
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221,940 | google/python-adb | adb/adb_commands.py | AdbCommands.Pull | def Pull(self, device_filename, dest_file=None, timeout_ms=None, progress_callback=None):
"""Pull a file from the device.
Args:
device_filename: Filename on the device to pull.
dest_file: If set, a filename or writable file-like object.
timeout_ms: Expected timeout for any... | python | def Pull(self, device_filename, dest_file=None, timeout_ms=None, progress_callback=None):
"""Pull a file from the device.
Args:
device_filename: Filename on the device to pull.
dest_file: If set, a filename or writable file-like object.
timeout_ms: Expected timeout for any... | [
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221,941 | google/python-adb | adb/adb_commands.py | AdbCommands.List | def List(self, device_path):
"""Return a directory listing of the given path.
Args:
device_path: Directory to list.
"""
connection = self.protocol_handler.Open(self._handle, destination=b'sync:')
listing = self.filesync_handler.List(connection, device_path)
con... | python | def List(self, device_path):
"""Return a directory listing of the given path.
Args:
device_path: Directory to list.
"""
connection = self.protocol_handler.Open(self._handle, destination=b'sync:')
listing = self.filesync_handler.List(connection, device_path)
con... | [
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221,942 | google/python-adb | adb/adb_commands.py | AdbCommands.Shell | def Shell(self, command, timeout_ms=None):
"""Run command on the device, returning the output.
Args:
command: Shell command to run
timeout_ms: Maximum time to allow the command to run.
"""
return self.protocol_handler.Command(
self._handle, service=b'shel... | python | def Shell(self, command, timeout_ms=None):
"""Run command on the device, returning the output.
Args:
command: Shell command to run
timeout_ms: Maximum time to allow the command to run.
"""
return self.protocol_handler.Command(
self._handle, service=b'shel... | [
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221,943 | google/python-adb | adb/adb_commands.py | AdbCommands.StreamingShell | def StreamingShell(self, command, timeout_ms=None):
"""Run command on the device, yielding each line of output.
Args:
command: Command to run on the target.
timeout_ms: Maximum time to allow the command to run.
Yields:
The responses from the shell command.
... | python | def StreamingShell(self, command, timeout_ms=None):
"""Run command on the device, yielding each line of output.
Args:
command: Command to run on the target.
timeout_ms: Maximum time to allow the command to run.
Yields:
The responses from the shell command.
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221,944 | google/python-adb | adb/adb_commands.py | AdbCommands.InteractiveShell | def InteractiveShell(self, cmd=None, strip_cmd=True, delim=None, strip_delim=True):
"""Get stdout from the currently open interactive shell and optionally run a command
on the device, returning all output.
Args:
cmd: Optional. Command to run on the target.
strip_cmd: Opt... | python | def InteractiveShell(self, cmd=None, strip_cmd=True, delim=None, strip_delim=True):
"""Get stdout from the currently open interactive shell and optionally run a command
on the device, returning all output.
Args:
cmd: Optional. Command to run on the target.
strip_cmd: Opt... | [
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221,945 | google/python-adb | adb/common.py | InterfaceMatcher | def InterfaceMatcher(clazz, subclass, protocol):
"""Returns a matcher that returns the setting with the given interface."""
interface = (clazz, subclass, protocol)
def Matcher(device):
for setting in device.iterSettings():
if GetInterface(setting) == interface:
return se... | python | def InterfaceMatcher(clazz, subclass, protocol):
"""Returns a matcher that returns the setting with the given interface."""
interface = (clazz, subclass, protocol)
def Matcher(device):
for setting in device.iterSettings():
if GetInterface(setting) == interface:
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221,946 | google/python-adb | adb/common.py | UsbHandle.Open | def Open(self):
"""Opens the USB device for this setting, and claims the interface."""
# Make sure we close any previous handle open to this usb device.
port_path = tuple(self.port_path)
with self._HANDLE_CACHE_LOCK:
old_handle = self._HANDLE_CACHE.get(port_path)
... | python | def Open(self):
"""Opens the USB device for this setting, and claims the interface."""
# Make sure we close any previous handle open to this usb device.
port_path = tuple(self.port_path)
with self._HANDLE_CACHE_LOCK:
old_handle = self._HANDLE_CACHE.get(port_path)
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221,947 | google/python-adb | adb/common.py | UsbHandle.PortPathMatcher | def PortPathMatcher(cls, port_path):
"""Returns a device matcher for the given port path."""
if isinstance(port_path, str):
# Convert from sysfs path to port_path.
port_path = [int(part) for part in SYSFS_PORT_SPLIT_RE.split(port_path)]
return lambda device: device.port_p... | python | def PortPathMatcher(cls, port_path):
"""Returns a device matcher for the given port path."""
if isinstance(port_path, str):
# Convert from sysfs path to port_path.
port_path = [int(part) for part in SYSFS_PORT_SPLIT_RE.split(port_path)]
return lambda device: device.port_p... | [
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221,948 | google/python-adb | adb/common.py | UsbHandle.Find | def Find(cls, setting_matcher, port_path=None, serial=None, timeout_ms=None):
"""Gets the first device that matches according to the keyword args."""
if port_path:
device_matcher = cls.PortPathMatcher(port_path)
usb_info = port_path
elif serial:
device_matcher... | python | def Find(cls, setting_matcher, port_path=None, serial=None, timeout_ms=None):
"""Gets the first device that matches according to the keyword args."""
if port_path:
device_matcher = cls.PortPathMatcher(port_path)
usb_info = port_path
elif serial:
device_matcher... | [
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221,949 | google/python-adb | adb/common.py | UsbHandle.FindFirst | def FindFirst(cls, setting_matcher, device_matcher=None, **kwargs):
"""Find and return the first matching device.
Args:
setting_matcher: See cls.FindDevices.
device_matcher: See cls.FindDevices.
**kwargs: See cls.FindDevices.
Returns:
An instance of UsbH... | python | def FindFirst(cls, setting_matcher, device_matcher=None, **kwargs):
"""Find and return the first matching device.
Args:
setting_matcher: See cls.FindDevices.
device_matcher: See cls.FindDevices.
**kwargs: See cls.FindDevices.
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An instance of UsbH... | [
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221,950 | google/python-adb | adb/common.py | UsbHandle.FindDevices | def FindDevices(cls, setting_matcher, device_matcher=None,
usb_info='', timeout_ms=None):
"""Find and yield the devices that match.
Args:
setting_matcher: Function that returns the setting to use given a
usb1.USBDevice, or None if the device doesn't have a vali... | python | def FindDevices(cls, setting_matcher, device_matcher=None,
usb_info='', timeout_ms=None):
"""Find and yield the devices that match.
Args:
setting_matcher: Function that returns the setting to use given a
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221,951 | google/python-adb | adb/adb_protocol.py | _AdbConnection.Write | def Write(self, data):
"""Write a packet and expect an Ack."""
self._Send(b'WRTE', arg0=self.local_id, arg1=self.remote_id, data=data)
# Expect an ack in response.
cmd, okay_data = self.ReadUntil(b'OKAY')
if cmd != b'OKAY':
if cmd == b'FAIL':
raise usb... | python | def Write(self, data):
"""Write a packet and expect an Ack."""
self._Send(b'WRTE', arg0=self.local_id, arg1=self.remote_id, data=data)
# Expect an ack in response.
cmd, okay_data = self.ReadUntil(b'OKAY')
if cmd != b'OKAY':
if cmd == b'FAIL':
raise usb... | [
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221,952 | google/python-adb | adb/adb_protocol.py | _AdbConnection.ReadUntil | def ReadUntil(self, *expected_cmds):
"""Read a packet, Ack any write packets."""
cmd, remote_id, local_id, data = AdbMessage.Read(
self.usb, expected_cmds, self.timeout_ms)
if local_id != 0 and self.local_id != local_id:
raise InterleavedDataError("We don't support multip... | python | def ReadUntil(self, *expected_cmds):
"""Read a packet, Ack any write packets."""
cmd, remote_id, local_id, data = AdbMessage.Read(
self.usb, expected_cmds, self.timeout_ms)
if local_id != 0 and self.local_id != local_id:
raise InterleavedDataError("We don't support multip... | [
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221,953 | google/python-adb | adb/adb_protocol.py | _AdbConnection.ReadUntilClose | def ReadUntilClose(self):
"""Yield packets until a Close packet is received."""
while True:
cmd, data = self.ReadUntil(b'CLSE', b'WRTE')
if cmd == b'CLSE':
self._Send(b'CLSE', arg0=self.local_id, arg1=self.remote_id)
break
if cmd != b'W... | python | def ReadUntilClose(self):
"""Yield packets until a Close packet is received."""
while True:
cmd, data = self.ReadUntil(b'CLSE', b'WRTE')
if cmd == b'CLSE':
self._Send(b'CLSE', arg0=self.local_id, arg1=self.remote_id)
break
if cmd != b'W... | [
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221,954 | google/python-adb | adb/adb_protocol.py | AdbMessage.Pack | def Pack(self):
"""Returns this message in an over-the-wire format."""
return struct.pack(self.format, self.command, self.arg0, self.arg1,
len(self.data), self.checksum, self.magic) | python | def Pack(self):
"""Returns this message in an over-the-wire format."""
return struct.pack(self.format, self.command, self.arg0, self.arg1,
len(self.data), self.checksum, self.magic) | [
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221,955 | google/python-adb | adb/adb_protocol.py | AdbMessage.Send | def Send(self, usb, timeout_ms=None):
"""Send this message over USB."""
usb.BulkWrite(self.Pack(), timeout_ms)
usb.BulkWrite(self.data, timeout_ms) | python | def Send(self, usb, timeout_ms=None):
"""Send this message over USB."""
usb.BulkWrite(self.Pack(), timeout_ms)
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221,956 | google/python-adb | adb/adb_protocol.py | AdbMessage.Read | def Read(cls, usb, expected_cmds, timeout_ms=None, total_timeout_ms=None):
"""Receive a response from the device."""
total_timeout_ms = usb.Timeout(total_timeout_ms)
start = time.time()
while True:
msg = usb.BulkRead(24, timeout_ms)
cmd, arg0, arg1, data_length, d... | python | def Read(cls, usb, expected_cmds, timeout_ms=None, total_timeout_ms=None):
"""Receive a response from the device."""
total_timeout_ms = usb.Timeout(total_timeout_ms)
start = time.time()
while True:
msg = usb.BulkRead(24, timeout_ms)
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221,957 | google/python-adb | adb/adb_protocol.py | AdbMessage.Connect | def Connect(cls, usb, banner=b'notadb', rsa_keys=None, auth_timeout_ms=100):
"""Establish a new connection to the device.
Args:
usb: A USBHandle with BulkRead and BulkWrite methods.
banner: A string to send as a host identifier.
rsa_keys: List of AuthSigner subclass instan... | python | def Connect(cls, usb, banner=b'notadb', rsa_keys=None, auth_timeout_ms=100):
"""Establish a new connection to the device.
Args:
usb: A USBHandle with BulkRead and BulkWrite methods.
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221,958 | google/python-adb | adb/adb_protocol.py | AdbMessage.Open | def Open(cls, usb, destination, timeout_ms=None):
"""Opens a new connection to the device via an OPEN message.
Not the same as the posix 'open' or any other google3 Open methods.
Args:
usb: USB device handle with BulkRead and BulkWrite methods.
destination: The service:comm... | python | def Open(cls, usb, destination, timeout_ms=None):
"""Opens a new connection to the device via an OPEN message.
Not the same as the posix 'open' or any other google3 Open methods.
Args:
usb: USB device handle with BulkRead and BulkWrite methods.
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221,959 | google/python-adb | adb/fastboot.py | FastbootCommands.ConnectDevice | def ConnectDevice(self, port_path=None, serial=None, default_timeout_ms=None, chunk_kb=1024, **kwargs):
"""Convenience function to get an adb device from usb path or serial.
Args:
port_path: The filename of usb port to use.
serial: The serial number of the device to use.
d... | python | def ConnectDevice(self, port_path=None, serial=None, default_timeout_ms=None, chunk_kb=1024, **kwargs):
"""Convenience function to get an adb device from usb path or serial.
Args:
port_path: The filename of usb port to use.
serial: The serial number of the device to use.
d... | [
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default_timeout_ms: The default timeout in milliseconds to use.
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221,960 | google/python-adb | adb/common_cli.py | _DocToArgs | def _DocToArgs(doc):
"""Converts a docstring documenting arguments into a dict."""
m = None
offset = None
in_arg = False
out = {}
for l in doc.splitlines():
if l.strip() == 'Args:':
in_arg = True
elif in_arg:
if not l.strip():
break
... | python | def _DocToArgs(doc):
"""Converts a docstring documenting arguments into a dict."""
m = None
offset = None
in_arg = False
out = {}
for l in doc.splitlines():
if l.strip() == 'Args:':
in_arg = True
elif in_arg:
if not l.strip():
break
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221,961 | google/python-adb | adb/common_cli.py | MakeSubparser | def MakeSubparser(subparsers, parents, method, arguments=None):
"""Returns an argparse subparser to create a 'subcommand' to adb."""
name = ('-'.join(re.split(r'([A-Z][a-z]+)', method.__name__)[1:-1:2])).lower()
help = method.__doc__.splitlines()[0]
subparser = subparsers.add_parser(
name=name, ... | python | def MakeSubparser(subparsers, parents, method, arguments=None):
"""Returns an argparse subparser to create a 'subcommand' to adb."""
name = ('-'.join(re.split(r'([A-Z][a-z]+)', method.__name__)[1:-1:2])).lower()
help = method.__doc__.splitlines()[0]
subparser = subparsers.add_parser(
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221,962 | google/python-adb | adb/common_cli.py | _RunMethod | def _RunMethod(dev, args, extra):
"""Runs a method registered via MakeSubparser."""
logging.info('%s(%s)', args.method.__name__, ', '.join(args.positional))
result = args.method(dev, *args.positional, **extra)
if result is not None:
if isinstance(result, io.StringIO):
sys.stdout.writ... | python | def _RunMethod(dev, args, extra):
"""Runs a method registered via MakeSubparser."""
logging.info('%s(%s)', args.method.__name__, ', '.join(args.positional))
result = args.method(dev, *args.positional, **extra)
if result is not None:
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221,963 | google/python-adb | adb/common_cli.py | StartCli | def StartCli(args, adb_commands, extra=None, **device_kwargs):
"""Starts a common CLI interface for this usb path and protocol."""
try:
dev = adb_commands()
dev.ConnectDevice(port_path=args.port_path, serial=args.serial, default_timeout_ms=args.timeout_ms,
**device_kwar... | python | def StartCli(args, adb_commands, extra=None, **device_kwargs):
"""Starts a common CLI interface for this usb path and protocol."""
try:
dev = adb_commands()
dev.ConnectDevice(port_path=args.port_path, serial=args.serial, default_timeout_ms=args.timeout_ms,
**device_kwar... | [
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221,964 | google/python-adb | adb/filesync_protocol.py | FilesyncProtocol.Pull | def Pull(cls, connection, filename, dest_file, progress_callback):
"""Pull a file from the device into the file-like dest_file."""
if progress_callback:
total_bytes = cls.Stat(connection, filename)[1]
progress = cls._HandleProgress(lambda current: progress_callback(filename, curr... | python | def Pull(cls, connection, filename, dest_file, progress_callback):
"""Pull a file from the device into the file-like dest_file."""
if progress_callback:
total_bytes = cls.Stat(connection, filename)[1]
progress = cls._HandleProgress(lambda current: progress_callback(filename, curr... | [
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221,965 | google/python-adb | adb/filesync_protocol.py | FileSyncConnection.Read | def Read(self, expected_ids, read_data=True):
"""Read ADB messages and return FileSync packets."""
if self.send_idx:
self._Flush()
# Read one filesync packet off the recv buffer.
header_data = self._ReadBuffered(self.recv_header_len)
header = struct.unpack(self.recv_... | python | def Read(self, expected_ids, read_data=True):
"""Read ADB messages and return FileSync packets."""
if self.send_idx:
self._Flush()
# Read one filesync packet off the recv buffer.
header_data = self._ReadBuffered(self.recv_header_len)
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221,966 | google/python-adb | adb/filesync_protocol.py | FileSyncConnection.ReadUntil | def ReadUntil(self, expected_ids, *finish_ids):
"""Useful wrapper around Read."""
while True:
cmd_id, header, data = self.Read(expected_ids + finish_ids)
yield cmd_id, header, data
if cmd_id in finish_ids:
break | python | def ReadUntil(self, expected_ids, *finish_ids):
"""Useful wrapper around Read."""
while True:
cmd_id, header, data = self.Read(expected_ids + finish_ids)
yield cmd_id, header, data
if cmd_id in finish_ids:
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221,967 | google/python-adb | adb/adb_debug.py | Devices | def Devices(args):
"""Lists the available devices.
Mimics 'adb devices' output:
List of devices attached
015DB7591102001A device 1,2
"""
for d in adb_commands.AdbCommands.Devices():
if args.output_port_path:
print('%s\tdevice\t%s' % (
d.seri... | python | def Devices(args):
"""Lists the available devices.
Mimics 'adb devices' output:
List of devices attached
015DB7591102001A device 1,2
"""
for d in adb_commands.AdbCommands.Devices():
if args.output_port_path:
print('%s\tdevice\t%s' % (
d.seri... | [
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221,968 | google/python-adb | adb/adb_debug.py | List | def List(device, device_path):
"""Prints a directory listing.
Args:
device_path: Directory to list.
"""
files = device.List(device_path)
files.sort(key=lambda x: x.filename)
maxname = max(len(f.filename) for f in files)
maxsize = max(len(str(f.size)) for f in files)
for f in files... | python | def List(device, device_path):
"""Prints a directory listing.
Args:
device_path: Directory to list.
"""
files = device.List(device_path)
files.sort(key=lambda x: x.filename)
maxname = max(len(f.filename) for f in files)
maxsize = max(len(str(f.size)) for f in files)
for f in files... | [
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221,969 | google/python-adb | adb/adb_debug.py | Shell | def Shell(device, *command):
"""Runs a command on the device and prints the stdout.
Args:
command: Command to run on the target.
"""
if command:
return device.StreamingShell(' '.join(command))
else:
# Retrieve the initial terminal prompt to use as a delimiter for future reads
... | python | def Shell(device, *command):
"""Runs a command on the device and prints the stdout.
Args:
command: Command to run on the target.
"""
if command:
return device.StreamingShell(' '.join(command))
else:
# Retrieve the initial terminal prompt to use as a delimiter for future reads
... | [
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221,970 | retext-project/retext | ReText/tab.py | ReTextTab.updateActiveMarkupClass | def updateActiveMarkupClass(self):
'''
Update the active markup class based on the default class and
the current filename. If the active markup class changes, the
highlighter is rerun on the input text, the markup object of
this tab is replaced with one of the new class and the
activeMarkupChanged signal is... | python | def updateActiveMarkupClass(self):
'''
Update the active markup class based on the default class and
the current filename. If the active markup class changes, the
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221,971 | retext-project/retext | ReText/tab.py | ReTextTab.detectFileEncoding | def detectFileEncoding(self, fileName):
'''
Detect content encoding of specific file.
It will return None if it can't determine the encoding.
'''
try:
import chardet
except ImportError:
return
with open(fileName, 'rb') as inputFile:
raw = inputFile.read(2048)
result = chardet.detect(raw)
i... | python | def detectFileEncoding(self, fileName):
'''
Detect content encoding of specific file.
It will return None if it can't determine the encoding.
'''
try:
import chardet
except ImportError:
return
with open(fileName, 'rb') as inputFile:
raw = inputFile.read(2048)
result = chardet.detect(raw)
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221,972 | retext-project/retext | ReText/tab.py | ReTextTab.openSourceFile | def openSourceFile(self, fileToOpen):
"""Finds and opens the source file for link target fileToOpen.
When links like [test](test) are clicked, the file test.md is opened.
It has to be located next to the current opened file.
Relative paths like [test](../test) or [test](folder/test) are also possible.
"""
... | python | def openSourceFile(self, fileToOpen):
"""Finds and opens the source file for link target fileToOpen.
When links like [test](test) are clicked, the file test.md is opened.
It has to be located next to the current opened file.
Relative paths like [test](../test) or [test](folder/test) are also possible.
"""
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221,973 | retext-project/retext | ReText/mdx_posmap.py | PosMapExtension.extendMarkdown | def extendMarkdown(self, md):
""" Insert the PosMapExtension blockprocessor before any other
extensions to make sure our own markers, inserted by the
preprocessor, are removed before any other extensions get confused
by them.
"""
md.preprocessors.register(PosM... | python | def extendMarkdown(self, md):
""" Insert the PosMapExtension blockprocessor before any other
extensions to make sure our own markers, inserted by the
preprocessor, are removed before any other extensions get confused
by them.
"""
md.preprocessors.register(PosM... | [
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221,974 | retext-project/retext | ReText/window.py | ReTextWindow.tabFileNameChanged | def tabFileNameChanged(self, tab):
'''
Perform all UI state changes that need to be done when the
filename of the current tab has changed.
'''
if tab == self.currentTab:
if tab.fileName:
self.setWindowTitle("")
if globalSettings.windowTitleFullPath:
self.setWindowTitle(tab.fileName + '[*]')
... | python | def tabFileNameChanged(self, tab):
'''
Perform all UI state changes that need to be done when the
filename of the current tab has changed.
'''
if tab == self.currentTab:
if tab.fileName:
self.setWindowTitle("")
if globalSettings.windowTitleFullPath:
self.setWindowTitle(tab.fileName + '[*]')
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221,975 | retext-project/retext | ReText/window.py | ReTextWindow.tabActiveMarkupChanged | def tabActiveMarkupChanged(self, tab):
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'''
Perform all UI state changes that need to be done when the
active markup class of the current tab has changed.
'''
if tab == self.currentTab:
markupClass = tab.getActiveMarkupClass()
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221,976 | retext-project/retext | ReText/window.py | ReTextWindow.tabModificationStateChanged | def tabModificationStateChanged(self, tab):
'''
Perform all UI state changes that need to be done when the
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'''
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changed = tab.editBox.document().isModified()
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self.actionSave.s... | python | def tabModificationStateChanged(self, tab):
'''
Perform all UI state changes that need to be done when the
modification state of the current tab has changed.
'''
if tab == self.currentTab:
changed = tab.editBox.document().isModified()
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221,977 | retext-project/retext | ReText/window.py | ReTextWindow.getPageSizeByName | def getPageSizeByName(self, pageSizeName):
""" Returns a validated PageSize instance corresponding to the given
name. Returns None if the name is not a valid PageSize.
"""
pageSize = None
lowerCaseNames = {pageSize.lower(): pageSize for pageSize in
self.availablePageSizes()}
if pageSize... | python | def getPageSizeByName(self, pageSizeName):
""" Returns a validated PageSize instance corresponding to the given
name. Returns None if the name is not a valid PageSize.
"""
pageSize = None
lowerCaseNames = {pageSize.lower(): pageSize for pageSize in
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221,978 | retext-project/retext | ReText/window.py | ReTextWindow.availablePageSizes | def availablePageSizes(self):
""" List available page sizes. """
sizes = [x for x in dir(QPagedPaintDevice)
if type(getattr(QPagedPaintDevice, x)) == QPagedPaintDevice.PageSize]
return sizes | python | def availablePageSizes(self):
""" List available page sizes. """
sizes = [x for x in dir(QPagedPaintDevice)
if type(getattr(QPagedPaintDevice, x)) == QPagedPaintDevice.PageSize]
return sizes | [
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221,979 | scikit-tda/kepler-mapper | kmapper/kmapper.py | KeplerMapper.data_from_cluster_id | def data_from_cluster_id(self, cluster_id, graph, data):
"""Returns the original data of each cluster member for a given cluster ID
Parameters
----------
cluster_id : String
ID of the cluster.
graph : dict
The resulting dictionary after applying map()
... | python | def data_from_cluster_id(self, cluster_id, graph, data):
"""Returns the original data of each cluster member for a given cluster ID
Parameters
----------
cluster_id : String
ID of the cluster.
graph : dict
The resulting dictionary after applying map()
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221,980 | scikit-tda/kepler-mapper | kmapper/visuals.py | _colors_to_rgb | def _colors_to_rgb(colorscale):
""" Ensure that the color scale is formatted in rgb strings.
If the colorscale is a hex string, then convert to rgb.
"""
if colorscale[0][1][0] == "#":
plotly_colors = np.array(colorscale)[:, 1].tolist()
for k, hexcode in enumerate(plotly_colors):
... | python | def _colors_to_rgb(colorscale):
""" Ensure that the color scale is formatted in rgb strings.
If the colorscale is a hex string, then convert to rgb.
"""
if colorscale[0][1][0] == "#":
plotly_colors = np.array(colorscale)[:, 1].tolist()
for k, hexcode in enumerate(plotly_colors):
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221,981 | scikit-tda/kepler-mapper | kmapper/visuals.py | build_histogram | def build_histogram(data, colorscale=None, nbins=10):
""" Build histogram of data based on values of color_function
"""
if colorscale is None:
colorscale = colorscale_default
# TODO: we should weave this method of handling colors into the normal build_histogram and combine both functions
c... | python | def build_histogram(data, colorscale=None, nbins=10):
""" Build histogram of data based on values of color_function
"""
if colorscale is None:
colorscale = colorscale_default
# TODO: we should weave this method of handling colors into the normal build_histogram and combine both functions
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221,982 | scikit-tda/kepler-mapper | kmapper/drawing.py | draw_matplotlib | def draw_matplotlib(g, ax=None, fig=None):
"""Draw the graph using NetworkX drawing functionality.
Parameters
------------
g: graph object returned by ``map``
The Mapper graph as constructed by ``KeplerMapper.map``
ax: matplotlib Axes object
A matplotlib axes object to plot graph ... | python | def draw_matplotlib(g, ax=None, fig=None):
"""Draw the graph using NetworkX drawing functionality.
Parameters
------------
g: graph object returned by ``map``
The Mapper graph as constructed by ``KeplerMapper.map``
ax: matplotlib Axes object
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221,983 | scikit-tda/kepler-mapper | kmapper/plotlyviz.py | get_kmgraph_meta | def get_kmgraph_meta(mapper_summary):
""" Extract info from mapper summary to be displayed below the graph plot
"""
d = mapper_summary["custom_meta"]
meta = (
"<b>N_cubes:</b> "
+ str(d["n_cubes"])
+ " <b>Perc_overlap:</b> "
+ str(d["perc_overlap"])
)
me... | python | def get_kmgraph_meta(mapper_summary):
""" Extract info from mapper summary to be displayed below the graph plot
"""
d = mapper_summary["custom_meta"]
meta = (
"<b>N_cubes:</b> "
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221,984 | scikit-tda/kepler-mapper | kmapper/plotlyviz.py | summary_fig | def summary_fig(
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width=600,
height=500,
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left=20,
bottom=60,
right=20,
bgcolor="rgb(240,240,240)",
):
"""Define a dummy figure that displays info on the algorithms and
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Returns a FigureWidget ob... | python | def summary_fig(
mapper_summary,
width=600,
height=500,
top=60,
left=20,
bottom=60,
right=20,
bgcolor="rgb(240,240,240)",
):
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221,985 | scikit-tda/kepler-mapper | kmapper/nerve.py | GraphNerve.compute | def compute(self, nodes):
"""Helper function to find edges of the overlapping clusters.
Parameters
----------
nodes:
A dictionary with entires `{node id}:{list of ids in node}`
Returns
-------
edges:
A 1-skeleton of the nerve (intersectin... | python | def compute(self, nodes):
"""Helper function to find edges of the overlapping clusters.
Parameters
----------
nodes:
A dictionary with entires `{node id}:{list of ids in node}`
Returns
-------
edges:
A 1-skeleton of the nerve (intersectin... | [
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221,986 | scikit-tda/kepler-mapper | kmapper/cover.py | Cover.fit | def fit(self, data):
""" Fit a cover on the data. This method constructs centers and radii in each dimension given the `perc_overlap` and `n_cube`.
Parameters
============
data: array-like
Data to apply the cover to. Warning: First column must be an index column.
R... | python | def fit(self, data):
""" Fit a cover on the data. This method constructs centers and radii in each dimension given the `perc_overlap` and `n_cube`.
Parameters
============
data: array-like
Data to apply the cover to. Warning: First column must be an index column.
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221,987 | scikit-tda/kepler-mapper | kmapper/cover.py | Cover.transform_single | def transform_single(self, data, center, i=0):
""" Compute entries of `data` in hypercube centered at `center`
Parameters
===========
data: array-like
Data to find in entries in cube. Warning: first column must be index column.
center: array-like
Center ... | python | def transform_single(self, data, center, i=0):
""" Compute entries of `data` in hypercube centered at `center`
Parameters
===========
data: array-like
Data to find in entries in cube. Warning: first column must be index column.
center: array-like
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data: array-like
Data to find in entries in cube. Warning: first column must be index column.
center: array-like
Center points for the cube. Cube is found as all data in `[center-... | [
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] | d4ed39f6392b0a134dd573d7d9c4aa65fbef3a7d | https://github.com/scikit-tda/kepler-mapper/blob/d4ed39f6392b0a134dd573d7d9c4aa65fbef3a7d/kmapper/cover.py#L216-L244 |
221,988 | scikit-tda/kepler-mapper | kmapper/cover.py | Cover.transform | def transform(self, data, centers=None):
""" Find entries of all hypercubes. If `centers=None`, then use `self.centers_` as computed in `self.fit`.
Empty hypercubes are removed from the result
Parameters
===========
data: array-like
Data to find in ... | python | def transform(self, data, centers=None):
""" Find entries of all hypercubes. If `centers=None`, then use `self.centers_` as computed in `self.fit`.
Empty hypercubes are removed from the result
Parameters
===========
data: array-like
Data to find in ... | [
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Empty hypercubes are removed from the result
Parameters
===========
data: array-like
Data to find in entries in cube. Warning: first column must be index ... | [
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221,989 | scikit-tda/kepler-mapper | kmapper/adapter.py | to_networkx | def to_networkx(graph):
""" Convert a Mapper 1-complex to a networkx graph.
Parameters
-----------
graph: dictionary, graph object returned from `kmapper.map`
Returns
--------
g: graph as networkx.Graph() object
"""
# import here so networkx is not always required.
import n... | python | def to_networkx(graph):
""" Convert a Mapper 1-complex to a networkx graph.
Parameters
-----------
graph: dictionary, graph object returned from `kmapper.map`
Returns
--------
g: graph as networkx.Graph() object
"""
# import here so networkx is not always required.
import n... | [
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Parameters
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graph: dictionary, graph object returned from `kmapper.map`
Returns
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g: graph as networkx.Graph() object | [
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221,990 | PyThaiNLP/pythainlp | pythainlp/corpus/__init__.py | get_corpus | def get_corpus(filename: str) -> frozenset:
"""
Read corpus from file and return a frozenset
:param string filename: file corpus
"""
lines = []
with open(os.path.join(corpus_path(), filename), "r", encoding="utf-8-sig") as fh:
lines = fh.read().splitlines()
return frozenset(lines) | python | def get_corpus(filename: str) -> frozenset:
"""
Read corpus from file and return a frozenset
:param string filename: file corpus
"""
lines = []
with open(os.path.join(corpus_path(), filename), "r", encoding="utf-8-sig") as fh:
lines = fh.read().splitlines()
return frozenset(lines) | [
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221,991 | PyThaiNLP/pythainlp | pythainlp/corpus/__init__.py | get_corpus_path | def get_corpus_path(name: str) -> [str, None]:
"""
Get corpus path
:param string name: corpus name
"""
db = TinyDB(corpus_db_path())
temp = Query()
if len(db.search(temp.name == name)) > 0:
path = get_full_data_path(db.search(temp.name == name)[0]["file"])
db.close()
... | python | def get_corpus_path(name: str) -> [str, None]:
"""
Get corpus path
:param string name: corpus name
"""
db = TinyDB(corpus_db_path())
temp = Query()
if len(db.search(temp.name == name)) > 0:
path = get_full_data_path(db.search(temp.name == name)[0]["file"])
db.close()
... | [
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:param string name: corpus name | [
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221,992 | PyThaiNLP/pythainlp | pythainlp/summarize/__init__.py | summarize | def summarize(
text: str, n: int, engine: str = "frequency", tokenizer: str = "newmm"
) -> List[str]:
"""
Thai text summarization
:param str text: text to be summarized
:param int n: number of sentences to be included in the summary
:param str engine: text summarization engine
:param str to... | python | def summarize(
text: str, n: int, engine: str = "frequency", tokenizer: str = "newmm"
) -> List[str]:
"""
Thai text summarization
:param str text: text to be summarized
:param int n: number of sentences to be included in the summary
:param str engine: text summarization engine
:param str to... | [
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:param str text: text to be summarized
:param int n: number of sentences to be included in the summary
:param str engine: text summarization engine
:param str tokenizer: word tokenizer
:return List[str] summary: list of selected sentences | [
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221,993 | PyThaiNLP/pythainlp | pythainlp/corpus/conceptnet.py | edges | def edges(word: str, lang: str = "th"):
"""
Get edges from ConceptNet API
:param str word: word
:param str lang: language
"""
obj = requests.get(f"http://api.conceptnet.io/c/{lang}/{word}").json()
return obj["edges"] | python | def edges(word: str, lang: str = "th"):
"""
Get edges from ConceptNet API
:param str word: word
:param str lang: language
"""
obj = requests.get(f"http://api.conceptnet.io/c/{lang}/{word}").json()
return obj["edges"] | [
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:param str word: word
:param str lang: language | [
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221,994 | PyThaiNLP/pythainlp | pythainlp/util/wordtonum.py | thaiword_to_num | def thaiword_to_num(word: str) -> int:
"""
Converts a Thai number spellout word to actual number value
:param str word: a Thai number spellout
:return: number
"""
if not word:
return None
tokens = []
if isinstance(word, str):
tokens = _TOKENIZER.word_tokenize(word)
... | python | def thaiword_to_num(word: str) -> int:
"""
Converts a Thai number spellout word to actual number value
:param str word: a Thai number spellout
:return: number
"""
if not word:
return None
tokens = []
if isinstance(word, str):
tokens = _TOKENIZER.word_tokenize(word)
... | [
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:param str word: a Thai number spellout
:return: number | [
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221,995 | PyThaiNLP/pythainlp | pythainlp/tag/__init__.py | pos_tag | def pos_tag(
words: List[str], engine: str = "perceptron", corpus: str = "orchid"
) -> List[Tuple[str, str]]:
"""
Part of Speech tagging function.
:param list words: a list of tokenized words
:param str engine:
* unigram - unigram tagger
* perceptron - perceptron tagger (default)
... | python | def pos_tag(
words: List[str], engine: str = "perceptron", corpus: str = "orchid"
) -> List[Tuple[str, str]]:
"""
Part of Speech tagging function.
:param list words: a list of tokenized words
:param str engine:
* unigram - unigram tagger
* perceptron - perceptron tagger (default)
... | [
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:param list words: a list of tokenized words
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* unigram - unigram tagger
* perceptron - perceptron tagger (default)
* artagger - RDR POS tagger
:param str corpus:
* orchid - annotated Thai academic articles (default)
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221,996 | PyThaiNLP/pythainlp | pythainlp/tag/__init__.py | pos_tag_sents | def pos_tag_sents(
sentences: List[List[str]], engine: str = "perceptron", corpus: str = "orchid"
) -> List[List[Tuple[str, str]]]:
"""
Part of Speech tagging Sentence function.
:param list sentences: a list of lists of tokenized words
:param str engine:
* unigram - unigram tagger
*... | python | def pos_tag_sents(
sentences: List[List[str]], engine: str = "perceptron", corpus: str = "orchid"
) -> List[List[Tuple[str, str]]]:
"""
Part of Speech tagging Sentence function.
:param list sentences: a list of lists of tokenized words
:param str engine:
* unigram - unigram tagger
*... | [
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:param str engine:
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221,997 | PyThaiNLP/pythainlp | pythainlp/spell/pn.py | _keep | def _keep(
word_freq: int,
min_freq: int,
min_len: int,
max_len: int,
dict_filter: Callable[[str], bool],
):
"""
Keep only Thai words with at least min_freq frequency
and has length between min_len and max_len characters
"""
if not word_freq or word_freq[1] < min_freq:
re... | python | def _keep(
word_freq: int,
min_freq: int,
min_len: int,
max_len: int,
dict_filter: Callable[[str], bool],
):
"""
Keep only Thai words with at least min_freq frequency
and has length between min_len and max_len characters
"""
if not word_freq or word_freq[1] < min_freq:
re... | [
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221,998 | PyThaiNLP/pythainlp | pythainlp/spell/pn.py | _edits1 | def _edits1(word: str) -> Set[str]:
"""
Return a set of words with edit distance of 1 from the input word
"""
splits = [(word[:i], word[i:]) for i in range(len(word) + 1)]
deletes = [L + R[1:] for L, R in splits if R]
transposes = [L + R[1] + R[0] + R[2:] for L, R in splits if len(R) > 1]
re... | python | def _edits1(word: str) -> Set[str]:
"""
Return a set of words with edit distance of 1 from the input word
"""
splits = [(word[:i], word[i:]) for i in range(len(word) + 1)]
deletes = [L + R[1:] for L, R in splits if R]
transposes = [L + R[1] + R[0] + R[2:] for L, R in splits if len(R) > 1]
re... | [
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221,999 | PyThaiNLP/pythainlp | pythainlp/spell/pn.py | _edits2 | def _edits2(word: str) -> Set[str]:
"""
Return a set of words with edit distance of 2 from the input word
"""
return set(e2 for e1 in _edits1(word) for e2 in _edits1(e1)) | python | def _edits2(word: str) -> Set[str]:
"""
Return a set of words with edit distance of 2 from the input word
"""
return set(e2 for e1 in _edits1(word) for e2 in _edits1(e1)) | [
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