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31,700 | spotify/luigi | luigi/parameter.py | Parameter._get_value_from_config | def _get_value_from_config(self, section, name):
"""Loads the default from the config. Returns _no_value if it doesn't exist"""
conf = configuration.get_config()
try:
value = conf.get(section, name)
except (NoSectionError, NoOptionError, KeyError):
return _no_va... | python | def _get_value_from_config(self, section, name):
"""Loads the default from the config. Returns _no_value if it doesn't exist"""
conf = configuration.get_config()
try:
value = conf.get(section, name)
except (NoSectionError, NoOptionError, KeyError):
return _no_va... | [
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31,701 | spotify/luigi | luigi/parameter.py | Parameter._value_iterator | def _value_iterator(self, task_name, param_name):
"""
Yield the parameter values, with optional deprecation warning as second tuple value.
The parameter value will be whatever non-_no_value that is yielded first.
"""
cp_parser = CmdlineParser.get_instance()
if cp_parser:... | python | def _value_iterator(self, task_name, param_name):
"""
Yield the parameter values, with optional deprecation warning as second tuple value.
The parameter value will be whatever non-_no_value that is yielded first.
"""
cp_parser = CmdlineParser.get_instance()
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31,702 | spotify/luigi | luigi/parameter.py | Parameter._parse_list | def _parse_list(self, xs):
"""
Parse a list of values from the scheduler.
Only possible if this is_batchable() is True. This will combine the list into a single
parameter value using batch method. This should never need to be overridden.
:param xs: list of values to parse and c... | python | def _parse_list(self, xs):
"""
Parse a list of values from the scheduler.
Only possible if this is_batchable() is True. This will combine the list into a single
parameter value using batch method. This should never need to be overridden.
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31,703 | spotify/luigi | luigi/parameter.py | _DateParameterBase.parse | def parse(self, s):
"""
Parses a date string formatted like ``YYYY-MM-DD``.
"""
return datetime.datetime.strptime(s, self.date_format).date() | python | def parse(self, s):
"""
Parses a date string formatted like ``YYYY-MM-DD``.
"""
return datetime.datetime.strptime(s, self.date_format).date() | [
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31,704 | spotify/luigi | luigi/parameter.py | MonthParameter._add_months | def _add_months(self, date, months):
"""
Add ``months`` months to ``date``.
Unfortunately we can't use timedeltas to add months because timedelta counts in days
and there's no foolproof way to add N months in days without counting the number of
days per month.
"""
... | python | def _add_months(self, date, months):
"""
Add ``months`` months to ``date``.
Unfortunately we can't use timedeltas to add months because timedelta counts in days
and there's no foolproof way to add N months in days without counting the number of
days per month.
"""
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31,705 | spotify/luigi | luigi/parameter.py | BoolParameter.parse | def parse(self, val):
"""
Parses a ``bool`` from the string, matching 'true' or 'false' ignoring case.
"""
s = str(val).lower()
if s == "true":
return True
elif s == "false":
return False
else:
raise ValueError("cannot interpret... | python | def parse(self, val):
"""
Parses a ``bool`` from the string, matching 'true' or 'false' ignoring case.
"""
s = str(val).lower()
if s == "true":
return True
elif s == "false":
return False
else:
raise ValueError("cannot interpret... | [
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31,706 | spotify/luigi | luigi/parameter.py | TimeDeltaParameter.parse | def parse(self, input):
"""
Parses a time delta from the input.
See :py:class:`TimeDeltaParameter` for details on supported formats.
"""
result = self._parseIso8601(input)
if not result:
result = self._parseSimple(input)
if result is not None:
... | python | def parse(self, input):
"""
Parses a time delta from the input.
See :py:class:`TimeDeltaParameter` for details on supported formats.
"""
result = self._parseIso8601(input)
if not result:
result = self._parseSimple(input)
if result is not None:
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31,707 | spotify/luigi | luigi/parameter.py | TimeDeltaParameter.serialize | def serialize(self, x):
"""
Converts datetime.timedelta to a string
:param x: the value to serialize.
"""
weeks = x.days // 7
days = x.days % 7
hours = x.seconds // 3600
minutes = (x.seconds % 3600) // 60
seconds = (x.seconds % 3600) % 60
... | python | def serialize(self, x):
"""
Converts datetime.timedelta to a string
:param x: the value to serialize.
"""
weeks = x.days // 7
days = x.days % 7
hours = x.seconds // 3600
minutes = (x.seconds % 3600) // 60
seconds = (x.seconds % 3600) % 60
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31,708 | spotify/luigi | luigi/parameter.py | TupleParameter.parse | def parse(self, x):
"""
Parse an individual value from the input.
:param str x: the value to parse.
:return: the parsed value.
"""
# Since the result of json.dumps(tuple) differs from a tuple string, we must handle either case.
# A tuple string may come from a co... | python | def parse(self, x):
"""
Parse an individual value from the input.
:param str x: the value to parse.
:return: the parsed value.
"""
# Since the result of json.dumps(tuple) differs from a tuple string, we must handle either case.
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31,709 | spotify/luigi | luigi/contrib/hadoop.py | create_packages_archive | def create_packages_archive(packages, filename):
"""
Create a tar archive which will contain the files for the packages listed in packages.
"""
import tarfile
tar = tarfile.open(filename, "w")
def add(src, dst):
logger.debug('adding to tar: %s -> %s', src, dst)
tar.add(src, dst)... | python | def create_packages_archive(packages, filename):
"""
Create a tar archive which will contain the files for the packages listed in packages.
"""
import tarfile
tar = tarfile.open(filename, "w")
def add(src, dst):
logger.debug('adding to tar: %s -> %s', src, dst)
tar.add(src, dst)... | [
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31,710 | spotify/luigi | luigi/contrib/hadoop.py | flatten | def flatten(sequence):
"""
A simple generator which flattens a sequence.
Only one level is flattened.
.. code-block:: python
(1, (2, 3), 4) -> (1, 2, 3, 4)
"""
for item in sequence:
if hasattr(item, "__iter__") and not isinstance(item, str) and not isinstance(item, bytes):
... | python | def flatten(sequence):
"""
A simple generator which flattens a sequence.
Only one level is flattened.
.. code-block:: python
(1, (2, 3), 4) -> (1, 2, 3, 4)
"""
for item in sequence:
if hasattr(item, "__iter__") and not isinstance(item, str) and not isinstance(item, bytes):
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31,711 | spotify/luigi | luigi/contrib/hadoop.py | fetch_task_failures | def fetch_task_failures(tracking_url):
"""
Uses mechanize to fetch the actual task logs from the task tracker.
This is highly opportunistic, and we might not succeed.
So we set a low timeout and hope it works.
If it does not, it's not the end of the world.
TODO: Yarn has a REST API that we sho... | python | def fetch_task_failures(tracking_url):
"""
Uses mechanize to fetch the actual task logs from the task tracker.
This is highly opportunistic, and we might not succeed.
So we set a low timeout and hope it works.
If it does not, it's not the end of the world.
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31,712 | spotify/luigi | luigi/contrib/hadoop.py | JobTask.job_runner | def job_runner(self):
# We recommend that you define a subclass, override this method and set up your own config
"""
Get the MapReduce runner for this job.
If all outputs are HdfsTargets, the DefaultHadoopJobRunner will be used.
Otherwise, the LocalJobRunner which streams all da... | python | def job_runner(self):
# We recommend that you define a subclass, override this method and set up your own config
"""
Get the MapReduce runner for this job.
If all outputs are HdfsTargets, the DefaultHadoopJobRunner will be used.
Otherwise, the LocalJobRunner which streams all da... | [
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31,713 | spotify/luigi | luigi/contrib/hadoop.py | JobTask.writer | def writer(self, outputs, stdout, stderr=sys.stderr):
"""
Writer format is a method which iterates over the output records
from the reducer and formats them for output.
The default implementation outputs tab separated items.
"""
for output in outputs:
try:
... | python | def writer(self, outputs, stdout, stderr=sys.stderr):
"""
Writer format is a method which iterates over the output records
from the reducer and formats them for output.
The default implementation outputs tab separated items.
"""
for output in outputs:
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31,714 | spotify/luigi | luigi/contrib/hadoop.py | JobTask._flush_batch_incr_counter | def _flush_batch_incr_counter(self):
"""
Increments any unflushed counter values.
"""
for key, count in six.iteritems(self._counter_dict):
if count == 0:
continue
args = list(key) + [count]
self._incr_counter(*args)
self._co... | python | def _flush_batch_incr_counter(self):
"""
Increments any unflushed counter values.
"""
for key, count in six.iteritems(self._counter_dict):
if count == 0:
continue
args = list(key) + [count]
self._incr_counter(*args)
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31,715 | spotify/luigi | luigi/contrib/hadoop.py | JobTask._map_input | def _map_input(self, input_stream):
"""
Iterate over input and call the mapper for each item.
If the job has a parser defined, the return values from the parser will
be passed as arguments to the mapper.
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31,716 | spotify/luigi | luigi/contrib/hadoop.py | JobTask._reduce_input | def _reduce_input(self, inputs, reducer, final=NotImplemented):
"""
Iterate over input, collect values with the same key, and call the reducer for each unique key.
"""
for key, values in groupby(inputs, key=lambda x: self.internal_serialize(x[0])):
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31,717 | spotify/luigi | luigi/contrib/hadoop.py | JobTask.run_mapper | def run_mapper(self, stdin=sys.stdin, stdout=sys.stdout):
"""
Run the mapper on the hadoop node.
"""
self.init_hadoop()
self.init_mapper()
outputs = self._map_input((line[:-1] for line in stdin))
if self.reducer == NotImplemented:
self.writer(outputs, ... | python | def run_mapper(self, stdin=sys.stdin, stdout=sys.stdout):
"""
Run the mapper on the hadoop node.
"""
self.init_hadoop()
self.init_mapper()
outputs = self._map_input((line[:-1] for line in stdin))
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31,718 | spotify/luigi | luigi/contrib/hadoop.py | JobTask.run_reducer | def run_reducer(self, stdin=sys.stdin, stdout=sys.stdout):
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"""
self.init_hadoop()
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outputs = self._reduce_input(self.internal_reader((line[:-1] for line in stdin)), self.reducer, self.final_reducer)
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"""
Run the reducer on the hadoop node.
"""
self.init_hadoop()
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outputs = self._reduce_input(self.internal_reader((line[:-1] for line in stdin)), self.reducer, self.final_reducer)
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31,719 | spotify/luigi | luigi/contrib/hadoop.py | JobTask.internal_reader | def internal_reader(self, input_stream):
"""
Reader which uses python eval on each part of a tab separated string.
Yields a tuple of python objects.
"""
for input_line in input_stream:
yield list(map(self.deserialize, input_line.split("\t"))) | python | def internal_reader(self, input_stream):
"""
Reader which uses python eval on each part of a tab separated string.
Yields a tuple of python objects.
"""
for input_line in input_stream:
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31,720 | spotify/luigi | luigi/contrib/hadoop.py | JobTask.internal_writer | def internal_writer(self, outputs, stdout):
"""
Writer which outputs the python repr for each item.
"""
for output in outputs:
print("\t".join(map(self.internal_serialize, output)), file=stdout) | python | def internal_writer(self, outputs, stdout):
"""
Writer which outputs the python repr for each item.
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for output in outputs:
print("\t".join(map(self.internal_serialize, output)), file=stdout) | [
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31,721 | spotify/luigi | luigi/contrib/postgres.py | PostgresTarget.connect | def connect(self):
"""
Get a psycopg2 connection object to the database where the table is.
"""
connection = psycopg2.connect(
host=self.host,
port=self.port,
database=self.database,
user=self.user,
password=self.password)
... | python | def connect(self):
"""
Get a psycopg2 connection object to the database where the table is.
"""
connection = psycopg2.connect(
host=self.host,
port=self.port,
database=self.database,
user=self.user,
password=self.password)
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31,722 | spotify/luigi | luigi/contrib/postgres.py | CopyToTable.map_column | def map_column(self, value):
"""
Applied to each column of every row returned by `rows`.
Default behaviour is to escape special characters and identify any self.null_values.
"""
if value in self.null_values:
return r'\\N'
else:
return default_esca... | python | def map_column(self, value):
"""
Applied to each column of every row returned by `rows`.
Default behaviour is to escape special characters and identify any self.null_values.
"""
if value in self.null_values:
return r'\\N'
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31,723 | spotify/luigi | luigi/contrib/postgres.py | CopyToTable.output | def output(self):
"""
Returns a PostgresTarget representing the inserted dataset.
Normally you don't override this.
"""
return PostgresTarget(
host=self.host,
database=self.database,
user=self.user,
password=self.password,
... | python | def output(self):
"""
Returns a PostgresTarget representing the inserted dataset.
Normally you don't override this.
"""
return PostgresTarget(
host=self.host,
database=self.database,
user=self.user,
password=self.password,
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31,724 | spotify/luigi | luigi/configuration/core.py | get_config | def get_config(parser=PARSER):
"""Get configs singleton for parser
"""
parser_class = PARSERS[parser]
_check_parser(parser_class, parser)
return parser_class.instance() | python | def get_config(parser=PARSER):
"""Get configs singleton for parser
"""
parser_class = PARSERS[parser]
_check_parser(parser_class, parser)
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31,725 | spotify/luigi | luigi/configuration/core.py | add_config_path | def add_config_path(path):
"""Select config parser by file extension and add path into parser.
"""
if not os.path.isfile(path):
warnings.warn("Config file does not exist: {path}".format(path=path))
return False
# select parser by file extension
_base, ext = os.path.splitext(path)
... | python | def add_config_path(path):
"""Select config parser by file extension and add path into parser.
"""
if not os.path.isfile(path):
warnings.warn("Config file does not exist: {path}".format(path=path))
return False
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31,726 | spotify/luigi | luigi/contrib/spark.py | PySparkTask._setup_packages | def _setup_packages(self, sc):
"""
This method compresses and uploads packages to the cluster
"""
packages = self.py_packages
if not packages:
return
for package in packages:
mod = importlib.import_module(package)
try:
... | python | def _setup_packages(self, sc):
"""
This method compresses and uploads packages to the cluster
"""
packages = self.py_packages
if not packages:
return
for package in packages:
mod = importlib.import_module(package)
try:
... | [
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31,727 | spotify/luigi | luigi/contrib/mrrunner.py | main | def main(args=None, stdin=sys.stdin, stdout=sys.stdout, print_exception=print_exception):
"""
Run either the mapper, combiner, or reducer from the class instance in the file "job-instance.pickle".
Arguments:
kind -- is either map, combiner, or reduce
"""
try:
# Set up logging.
... | python | def main(args=None, stdin=sys.stdin, stdout=sys.stdout, print_exception=print_exception):
"""
Run either the mapper, combiner, or reducer from the class instance in the file "job-instance.pickle".
Arguments:
kind -- is either map, combiner, or reduce
"""
try:
# Set up logging.
... | [
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31,728 | spotify/luigi | luigi/retcodes.py | run_with_retcodes | def run_with_retcodes(argv):
"""
Run luigi with command line parsing, but raise ``SystemExit`` with the configured exit code.
Note: Usually you use the luigi binary directly and don't call this function yourself.
:param argv: Should (conceptually) be ``sys.argv[1:]``
"""
logger = logging.getLo... | python | def run_with_retcodes(argv):
"""
Run luigi with command line parsing, but raise ``SystemExit`` with the configured exit code.
Note: Usually you use the luigi binary directly and don't call this function yourself.
:param argv: Should (conceptually) be ``sys.argv[1:]``
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31,729 | spotify/luigi | luigi/tools/deps.py | find_deps_cli | def find_deps_cli():
'''
Finds all tasks on all paths from provided CLI task
'''
cmdline_args = sys.argv[1:]
with CmdlineParser.global_instance(cmdline_args) as cp:
return find_deps(cp.get_task_obj(), upstream().family) | python | def find_deps_cli():
'''
Finds all tasks on all paths from provided CLI task
'''
cmdline_args = sys.argv[1:]
with CmdlineParser.global_instance(cmdline_args) as cp:
return find_deps(cp.get_task_obj(), upstream().family) | [
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31,730 | spotify/luigi | luigi/tools/deps.py | get_task_output_description | def get_task_output_description(task_output):
'''
Returns a task's output as a string
'''
output_description = "n/a"
if isinstance(task_output, RemoteTarget):
output_description = "[SSH] {0}:{1}".format(task_output._fs.remote_context.host, task_output.path)
elif isinstance(task_output, ... | python | def get_task_output_description(task_output):
'''
Returns a task's output as a string
'''
output_description = "n/a"
if isinstance(task_output, RemoteTarget):
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31,731 | spotify/luigi | luigi/tools/range.py | _constrain_glob | def _constrain_glob(glob, paths, limit=5):
"""
Tweaks glob into a list of more specific globs that together still cover paths and not too much extra.
Saves us minutes long listings for long dataset histories.
Specifically, in this implementation the leftmost occurrences of "[0-9]"
give rise to a f... | python | def _constrain_glob(glob, paths, limit=5):
"""
Tweaks glob into a list of more specific globs that together still cover paths and not too much extra.
Saves us minutes long listings for long dataset histories.
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31,732 | spotify/luigi | luigi/tools/range.py | _get_per_location_glob | def _get_per_location_glob(tasks, outputs, regexes):
"""
Builds a glob listing existing output paths.
Esoteric reverse engineering, but worth it given that (compared to an
equivalent contiguousness guarantee by naive complete() checks)
requests to the filesystem are cut by orders of magnitude, and ... | python | def _get_per_location_glob(tasks, outputs, regexes):
"""
Builds a glob listing existing output paths.
Esoteric reverse engineering, but worth it given that (compared to an
equivalent contiguousness guarantee by naive complete() checks)
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31,733 | spotify/luigi | luigi/tools/range.py | _list_existing | def _list_existing(filesystem, glob, paths):
"""
Get all the paths that do in fact exist. Returns a set of all existing paths.
Takes a luigi.target.FileSystem object, a str which represents a glob and
a list of strings representing paths.
"""
globs = _constrain_glob(glob, paths)
time_start ... | python | def _list_existing(filesystem, glob, paths):
"""
Get all the paths that do in fact exist. Returns a set of all existing paths.
Takes a luigi.target.FileSystem object, a str which represents a glob and
a list of strings representing paths.
"""
globs = _constrain_glob(glob, paths)
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31,734 | spotify/luigi | luigi/tools/range.py | infer_bulk_complete_from_fs | def infer_bulk_complete_from_fs(datetimes, datetime_to_task, datetime_to_re):
"""
Efficiently determines missing datetimes by filesystem listing.
The current implementation works for the common case of a task writing
output to a ``FileSystemTarget`` whose path is built using strftime with
format li... | python | def infer_bulk_complete_from_fs(datetimes, datetime_to_task, datetime_to_re):
"""
Efficiently determines missing datetimes by filesystem listing.
The current implementation works for the common case of a task writing
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31,735 | spotify/luigi | luigi/tools/range.py | RangeBase.of_cls | def of_cls(self):
"""
DONT USE. Will be deleted soon. Use ``self.of``!
"""
if isinstance(self.of, six.string_types):
warnings.warn('When using Range programatically, dont pass "of" param as string!')
return Register.get_task_cls(self.of)
return self.of | python | def of_cls(self):
"""
DONT USE. Will be deleted soon. Use ``self.of``!
"""
if isinstance(self.of, six.string_types):
warnings.warn('When using Range programatically, dont pass "of" param as string!')
return Register.get_task_cls(self.of)
return self.of | [
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31,736 | spotify/luigi | luigi/tools/range.py | RangeBase.missing_datetimes | def missing_datetimes(self, finite_datetimes):
"""
Override in subclasses to do bulk checks.
Returns a sorted list.
This is a conservative base implementation that brutally checks completeness, instance by instance.
Inadvisable as it may be slow.
"""
return [d ... | python | def missing_datetimes(self, finite_datetimes):
"""
Override in subclasses to do bulk checks.
Returns a sorted list.
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Inadvisable as it may be slow.
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31,737 | spotify/luigi | luigi/tools/range.py | RangeDailyBase.parameters_to_datetime | def parameters_to_datetime(self, p):
"""
Given a dictionary of parameters, will extract the ranged task parameter value
"""
dt = p[self._param_name]
return datetime(dt.year, dt.month, dt.day) | python | def parameters_to_datetime(self, p):
"""
Given a dictionary of parameters, will extract the ranged task parameter value
"""
dt = p[self._param_name]
return datetime(dt.year, dt.month, dt.day) | [
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31,738 | spotify/luigi | luigi/tools/range.py | RangeDailyBase.finite_datetimes | def finite_datetimes(self, finite_start, finite_stop):
"""
Simply returns the points in time that correspond to turn of day.
"""
date_start = datetime(finite_start.year, finite_start.month, finite_start.day)
dates = []
for i in itertools.count():
t = date_star... | python | def finite_datetimes(self, finite_start, finite_stop):
"""
Simply returns the points in time that correspond to turn of day.
"""
date_start = datetime(finite_start.year, finite_start.month, finite_start.day)
dates = []
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31,739 | spotify/luigi | luigi/tools/range.py | RangeHourlyBase.finite_datetimes | def finite_datetimes(self, finite_start, finite_stop):
"""
Simply returns the points in time that correspond to whole hours.
"""
datehour_start = datetime(finite_start.year, finite_start.month, finite_start.day, finite_start.hour)
datehours = []
for i in itertools.count()... | python | def finite_datetimes(self, finite_start, finite_stop):
"""
Simply returns the points in time that correspond to whole hours.
"""
datehour_start = datetime(finite_start.year, finite_start.month, finite_start.day, finite_start.hour)
datehours = []
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31,740 | spotify/luigi | luigi/tools/range.py | RangeByMinutesBase.finite_datetimes | def finite_datetimes(self, finite_start, finite_stop):
"""
Simply returns the points in time that correspond to a whole number of minutes intervals.
"""
# Validate that the minutes_interval can divide 60 and it is greater than 0 and lesser than 60
if not (0 < self.minutes_interva... | python | def finite_datetimes(self, finite_start, finite_stop):
"""
Simply returns the points in time that correspond to a whole number of minutes intervals.
"""
# Validate that the minutes_interval can divide 60 and it is greater than 0 and lesser than 60
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31,741 | spotify/luigi | luigi/tools/range.py | RangeMonthly.finite_datetimes | def finite_datetimes(self, finite_start, finite_stop):
"""
Simply returns the points in time that correspond to turn of month.
"""
start_date = self._align(finite_start)
aligned_stop = self._align(finite_stop)
dates = []
for m in itertools.count():
t =... | python | def finite_datetimes(self, finite_start, finite_stop):
"""
Simply returns the points in time that correspond to turn of month.
"""
start_date = self._align(finite_start)
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31,742 | spotify/luigi | luigi/contrib/mssqldb.py | MSSqlTarget.connect | def connect(self):
"""
Create a SQL Server connection and return a connection object
"""
connection = _mssql.connect(user=self.user,
password=self.password,
server=self.host,
port=... | python | def connect(self):
"""
Create a SQL Server connection and return a connection object
"""
connection = _mssql.connect(user=self.user,
password=self.password,
server=self.host,
port=... | [
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31,743 | spotify/luigi | luigi/contrib/opener.py | OpenerRegistry.get_opener | def get_opener(self, name):
"""Retrieve an opener for the given protocol
:param name: name of the opener to open
:type name: string
:raises NoOpenerError: if no opener has been registered of that name
"""
if name not in self.registry:
raise NoOpenerError("No... | python | def get_opener(self, name):
"""Retrieve an opener for the given protocol
:param name: name of the opener to open
:type name: string
:raises NoOpenerError: if no opener has been registered of that name
"""
if name not in self.registry:
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31,744 | spotify/luigi | luigi/contrib/opener.py | OpenerRegistry.add | def add(self, opener):
"""Adds an opener to the registry
:param opener: Opener object
:type opener: Opener inherited object
"""
index = len(self.openers)
self.openers[index] = opener
for name in opener.names:
self.registry[name] = index | python | def add(self, opener):
"""Adds an opener to the registry
:param opener: Opener object
:type opener: Opener inherited object
"""
index = len(self.openers)
self.openers[index] = opener
for name in opener.names:
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31,745 | spotify/luigi | luigi/contrib/opener.py | OpenerRegistry.open | def open(self, target_uri, **kwargs):
"""Open target uri.
:param target_uri: Uri to open
:type target_uri: string
:returns: Target object
"""
target = urlsplit(target_uri, scheme=self.default_opener)
opener = self.get_opener(target.scheme)
query = open... | python | def open(self, target_uri, **kwargs):
"""Open target uri.
:param target_uri: Uri to open
:type target_uri: string
:returns: Target object
"""
target = urlsplit(target_uri, scheme=self.default_opener)
opener = self.get_opener(target.scheme)
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31,746 | spotify/luigi | luigi/contrib/opener.py | Opener.conform_query | def conform_query(cls, query):
"""Converts the query string from a target uri, uses
cls.allowed_kwargs, and cls.filter_kwargs to drive logic.
:param query: Unparsed query string
:type query: urllib.parse.unsplit(uri).query
:returns: Dictionary of parsed values, everything in cls... | python | def conform_query(cls, query):
"""Converts the query string from a target uri, uses
cls.allowed_kwargs, and cls.filter_kwargs to drive logic.
:param query: Unparsed query string
:type query: urllib.parse.unsplit(uri).query
:returns: Dictionary of parsed values, everything in cls... | [
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31,747 | spotify/luigi | luigi/interface.py | run | def run(*args, **kwargs):
"""
Please dont use. Instead use `luigi` binary.
Run from cmdline using argparse.
:param use_dynamic_argparse: Deprecated and ignored
"""
luigi_run_result = _run(*args, **kwargs)
return luigi_run_result if kwargs.get('detailed_summary') else luigi_run_result.sched... | python | def run(*args, **kwargs):
"""
Please dont use. Instead use `luigi` binary.
Run from cmdline using argparse.
:param use_dynamic_argparse: Deprecated and ignored
"""
luigi_run_result = _run(*args, **kwargs)
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31,748 | spotify/luigi | luigi/interface.py | build | def build(tasks, worker_scheduler_factory=None, detailed_summary=False, **env_params):
"""
Run internally, bypassing the cmdline parsing.
Useful if you have some luigi code that you want to run internally.
Example:
.. code-block:: python
luigi.build([MyTask1(), MyTask2()], local_scheduler... | python | def build(tasks, worker_scheduler_factory=None, detailed_summary=False, **env_params):
"""
Run internally, bypassing the cmdline parsing.
Useful if you have some luigi code that you want to run internally.
Example:
.. code-block:: python
luigi.build([MyTask1(), MyTask2()], local_scheduler... | [
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31,749 | spotify/luigi | luigi/contrib/hadoop_jar.py | fix_paths | def fix_paths(job):
"""
Coerce input arguments to use temporary files when used for output.
Return a list of temporary file pairs (tmpfile, destination path) and
a list of arguments.
Converts each HdfsTarget to a string for the path.
"""
tmp_files = []
args = []
for x in job.args()... | python | def fix_paths(job):
"""
Coerce input arguments to use temporary files when used for output.
Return a list of temporary file pairs (tmpfile, destination path) and
a list of arguments.
Converts each HdfsTarget to a string for the path.
"""
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31,750 | spotify/luigi | luigi/contrib/batch.py | BatchClient.get_active_queue | def get_active_queue(self):
"""Get name of first active job queue"""
# Get dict of active queues keyed by name
queues = {q['jobQueueName']: q for q in self._client.describe_job_queues()['jobQueues']
if q['state'] == 'ENABLED' and q['status'] == 'VALID'}
if not queues:
... | python | def get_active_queue(self):
"""Get name of first active job queue"""
# Get dict of active queues keyed by name
queues = {q['jobQueueName']: q for q in self._client.describe_job_queues()['jobQueues']
if q['state'] == 'ENABLED' and q['status'] == 'VALID'}
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31,751 | spotify/luigi | luigi/contrib/batch.py | BatchClient.get_job_id_from_name | def get_job_id_from_name(self, job_name):
"""Retrieve the first job ID matching the given name"""
jobs = self._client.list_jobs(jobQueue=self._queue, jobStatus='RUNNING')['jobSummaryList']
matching_jobs = [job for job in jobs if job['jobName'] == job_name]
if matching_jobs:
r... | python | def get_job_id_from_name(self, job_name):
"""Retrieve the first job ID matching the given name"""
jobs = self._client.list_jobs(jobQueue=self._queue, jobStatus='RUNNING')['jobSummaryList']
matching_jobs = [job for job in jobs if job['jobName'] == job_name]
if matching_jobs:
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31,752 | spotify/luigi | luigi/contrib/batch.py | BatchClient.get_logs | def get_logs(self, log_stream_name, get_last=50):
"""Retrieve log stream from CloudWatch"""
response = self._log_client.get_log_events(
logGroupName='/aws/batch/job',
logStreamName=log_stream_name,
startFromHead=False)
events = response['events']
retur... | python | def get_logs(self, log_stream_name, get_last=50):
"""Retrieve log stream from CloudWatch"""
response = self._log_client.get_log_events(
logGroupName='/aws/batch/job',
logStreamName=log_stream_name,
startFromHead=False)
events = response['events']
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31,753 | spotify/luigi | luigi/contrib/batch.py | BatchClient.submit_job | def submit_job(self, job_definition, parameters, job_name=None, queue=None):
"""Wrap submit_job with useful defaults"""
if job_name is None:
job_name = _random_id()
response = self._client.submit_job(
jobName=job_name,
jobQueue=queue or self.get_active_queue()... | python | def submit_job(self, job_definition, parameters, job_name=None, queue=None):
"""Wrap submit_job with useful defaults"""
if job_name is None:
job_name = _random_id()
response = self._client.submit_job(
jobName=job_name,
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31,754 | spotify/luigi | luigi/contrib/batch.py | BatchClient.register_job_definition | def register_job_definition(self, json_fpath):
"""Register a job definition with AWS Batch, using a JSON"""
with open(json_fpath) as f:
job_def = json.load(f)
response = self._client.register_job_definition(**job_def)
status_code = response['ResponseMetadata']['HTTPStatusCode... | python | def register_job_definition(self, json_fpath):
"""Register a job definition with AWS Batch, using a JSON"""
with open(json_fpath) as f:
job_def = json.load(f)
response = self._client.register_job_definition(**job_def)
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31,755 | spotify/luigi | luigi/contrib/bigquery_avro.py | BigQueryLoadAvro._get_input_schema | def _get_input_schema(self):
"""Arbitrarily picks an object in input and reads the Avro schema from it."""
assert avro, 'avro module required'
input_target = flatten(self.input())[0]
input_fs = input_target.fs if hasattr(input_target, 'fs') else GCSClient()
input_uri = self.sour... | python | def _get_input_schema(self):
"""Arbitrarily picks an object in input and reads the Avro schema from it."""
assert avro, 'avro module required'
input_target = flatten(self.input())[0]
input_fs = input_target.fs if hasattr(input_target, 'fs') else GCSClient()
input_uri = self.sour... | [
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31,756 | spotify/luigi | luigi/contrib/bigquery.py | BigQueryClient.table_exists | def table_exists(self, table):
"""Returns whether the given table exists.
:param table:
:type table: BQTable
"""
if not self.dataset_exists(table.dataset):
return False
try:
self.client.tables().get(projectId=table.project_id,
... | python | def table_exists(self, table):
"""Returns whether the given table exists.
:param table:
:type table: BQTable
"""
if not self.dataset_exists(table.dataset):
return False
try:
self.client.tables().get(projectId=table.project_id,
... | [
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31,757 | spotify/luigi | luigi/contrib/bigquery.py | BigQueryClient.make_dataset | def make_dataset(self, dataset, raise_if_exists=False, body=None):
"""Creates a new dataset with the default permissions.
:param dataset:
:type dataset: BQDataset
:param raise_if_exists: whether to raise an exception if the dataset already exists.
:raises luigi.targe... | python | def make_dataset(self, dataset, raise_if_exists=False, body=None):
"""Creates a new dataset with the default permissions.
:param dataset:
:type dataset: BQDataset
:param raise_if_exists: whether to raise an exception if the dataset already exists.
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31,758 | spotify/luigi | luigi/contrib/bigquery.py | BigQueryClient.delete_table | def delete_table(self, table):
"""Deletes a table, if it exists.
:param table:
:type table: BQTable
"""
if not self.table_exists(table):
return
self.client.tables().delete(projectId=table.project_id,
datasetId=table... | python | def delete_table(self, table):
"""Deletes a table, if it exists.
:param table:
:type table: BQTable
"""
if not self.table_exists(table):
return
self.client.tables().delete(projectId=table.project_id,
datasetId=table... | [
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31,759 | spotify/luigi | luigi/contrib/bigquery.py | BigQueryClient.list_datasets | def list_datasets(self, project_id):
"""Returns the list of datasets in a given project.
:param project_id:
:type project_id: str
"""
request = self.client.datasets().list(projectId=project_id,
maxResults=1000)
respons... | python | def list_datasets(self, project_id):
"""Returns the list of datasets in a given project.
:param project_id:
:type project_id: str
"""
request = self.client.datasets().list(projectId=project_id,
maxResults=1000)
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31,760 | spotify/luigi | luigi/contrib/bigquery.py | BigQueryClient.list_tables | def list_tables(self, dataset):
"""Returns the list of tables in a given dataset.
:param dataset:
:type dataset: BQDataset
"""
request = self.client.tables().list(projectId=dataset.project_id,
datasetId=dataset.dataset_id,
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"""Returns the list of tables in a given dataset.
:param dataset:
:type dataset: BQDataset
"""
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datasetId=dataset.dataset_id,
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31,761 | spotify/luigi | luigi/contrib/bigquery.py | BigQueryClient.get_view | def get_view(self, table):
"""Returns the SQL query for a view, or None if it doesn't exist or is not a view.
:param table: The table containing the view.
:type table: BQTable
"""
request = self.client.tables().get(projectId=table.project_id,
... | python | def get_view(self, table):
"""Returns the SQL query for a view, or None if it doesn't exist or is not a view.
:param table: The table containing the view.
:type table: BQTable
"""
request = self.client.tables().get(projectId=table.project_id,
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31,762 | spotify/luigi | luigi/contrib/bigquery.py | BigQueryClient.update_view | def update_view(self, table, view):
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If the output table exists, it is replaced with the supplied view query. Otherwise a new
table is created with this view.
:param table: The table to contain the view.
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31,763 | spotify/luigi | luigi/contrib/bigquery.py | BigQueryClient.run_job | def run_job(self, project_id, body, dataset=None):
"""Runs a BigQuery "job". See the documentation for the format of body.
.. note::
You probably don't need to use this directly. Use the tasks defined below.
:param dataset:
:type dataset: BQDataset
"""
... | python | def run_job(self, project_id, body, dataset=None):
"""Runs a BigQuery "job". See the documentation for the format of body.
.. note::
You probably don't need to use this directly. Use the tasks defined below.
:param dataset:
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31,764 | spotify/luigi | luigi/contrib/bigquery.py | BigQueryLoadTask.source_uris | def source_uris(self):
"""The fully-qualified URIs that point to your data in Google Cloud Storage.
Each URI can contain one '*' wildcard character and it must come after the 'bucket' name."""
return [x.path for x in luigi.task.flatten(self.input())] | python | def source_uris(self):
"""The fully-qualified URIs that point to your data in Google Cloud Storage.
Each URI can contain one '*' wildcard character and it must come after the 'bucket' name."""
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31,765 | spotify/luigi | luigi/contrib/ssh.py | RemoteContext.Popen | def Popen(self, cmd, **kwargs):
"""
Remote Popen.
"""
prefixed_cmd = self._prepare_cmd(cmd)
return subprocess.Popen(prefixed_cmd, **kwargs) | python | def Popen(self, cmd, **kwargs):
"""
Remote Popen.
"""
prefixed_cmd = self._prepare_cmd(cmd)
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31,766 | spotify/luigi | luigi/contrib/ssh.py | RemoteContext.check_output | def check_output(self, cmd):
"""
Execute a shell command remotely and return the output.
Simplified version of Popen when you only want the output as a string and detect any errors.
"""
p = self.Popen(cmd, stdout=subprocess.PIPE)
output, _ = p.communicate()
if p.... | python | def check_output(self, cmd):
"""
Execute a shell command remotely and return the output.
Simplified version of Popen when you only want the output as a string and detect any errors.
"""
p = self.Popen(cmd, stdout=subprocess.PIPE)
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31,767 | spotify/luigi | luigi/contrib/ssh.py | RemoteFileSystem.isdir | def isdir(self, path):
"""
Return `True` if directory at `path` exist, False otherwise.
"""
try:
self.remote_context.check_output(["test", "-d", path])
except subprocess.CalledProcessError as e:
if e.returncode == 1:
return False
... | python | def isdir(self, path):
"""
Return `True` if directory at `path` exist, False otherwise.
"""
try:
self.remote_context.check_output(["test", "-d", path])
except subprocess.CalledProcessError as e:
if e.returncode == 1:
return False
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31,768 | spotify/luigi | luigi/lock.py | getpcmd | def getpcmd(pid):
"""
Returns command of process.
:param pid:
"""
if os.name == "nt":
# Use wmic command instead of ps on Windows.
cmd = 'wmic path win32_process where ProcessID=%s get Commandline 2> nul' % (pid, )
with os.popen(cmd, 'r') as p:
lines = [line for ... | python | def getpcmd(pid):
"""
Returns command of process.
:param pid:
"""
if os.name == "nt":
# Use wmic command instead of ps on Windows.
cmd = 'wmic path win32_process where ProcessID=%s get Commandline 2> nul' % (pid, )
with os.popen(cmd, 'r') as p:
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31,769 | spotify/luigi | luigi/lock.py | acquire_for | def acquire_for(pid_dir, num_available=1, kill_signal=None):
"""
Makes sure the process is only run once at the same time with the same name.
Notice that we since we check the process name, different parameters to the same
command can spawn multiple processes at the same time, i.e. running
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"""
Makes sure the process is only run once at the same time with the same name.
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31,770 | spotify/luigi | luigi/scheduler.py | Failures.add_failure | def add_failure(self):
"""
Add a failure event with the current timestamp.
"""
failure_time = time.time()
if not self.first_failure_time:
self.first_failure_time = failure_time
self.failures.append(failure_time) | python | def add_failure(self):
"""
Add a failure event with the current timestamp.
"""
failure_time = time.time()
if not self.first_failure_time:
self.first_failure_time = failure_time
self.failures.append(failure_time) | [
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31,771 | spotify/luigi | luigi/scheduler.py | Failures.num_failures | def num_failures(self):
"""
Return the number of failures in the window.
"""
min_time = time.time() - self.window
while self.failures and self.failures[0] < min_time:
self.failures.popleft()
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"""
Return the number of failures in the window.
"""
min_time = time.time() - self.window
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31,772 | spotify/luigi | luigi/scheduler.py | Worker.is_trivial_worker | def is_trivial_worker(self, state):
"""
If it's not an assistant having only tasks that are without
requirements.
We have to pass the state parameter for optimization reasons.
"""
if self.assistant:
return False
return all(not task.resources for task ... | python | def is_trivial_worker(self, state):
"""
If it's not an assistant having only tasks that are without
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We have to pass the state parameter for optimization reasons.
"""
if self.assistant:
return False
return all(not task.resources for task ... | [
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31,773 | spotify/luigi | luigi/scheduler.py | Scheduler._update_priority | def _update_priority(self, task, prio, worker):
"""
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Priority can only be increased.
If the task doesn't exist, a placeholder task is created to preserve priority when the task is later scheduled.
"""
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"""
Update priority of the given task.
Priority can only be increased.
If the task doesn't exist, a placeholder task is created to preserve priority when the task is later scheduled.
"""
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31,774 | spotify/luigi | luigi/scheduler.py | Scheduler._traverse_graph | def _traverse_graph(self, root_task_id, seen=None, dep_func=None, include_done=True):
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This does a breadth-first traversal to find the nodes closest to the
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31,775 | spotify/luigi | luigi/scheduler.py | Scheduler.task_list | def task_list(self, status='', upstream_status='', limit=True, search=None, max_shown_tasks=None,
**kwargs):
"""
Query for a subset of tasks by status.
"""
if not search:
count_limit = max_shown_tasks or self._config.max_shown_tasks
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"""
Query for a subset of tasks by status.
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count_limit = max_shown_tasks or self._config.max_shown_tasks
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31,776 | spotify/luigi | luigi/scheduler.py | Scheduler.resources | def resources(self):
''' get total resources and available ones '''
used_resources = self._used_resources()
ret = collections.defaultdict(dict)
for resource, total in six.iteritems(self._resources):
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31,777 | spotify/luigi | luigi/scheduler.py | Scheduler.task_search | def task_search(self, task_str, **kwargs):
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31,778 | spotify/luigi | luigi/target.py | FileSystemTarget.exists | def exists(self):
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31,779 | spotify/luigi | luigi/contrib/esindex.py | ElasticsearchTarget.marker_index_document_id | def marker_index_document_id(self):
"""
Generate an id for the indicator document.
"""
params = '%s:%s:%s' % (self.index, self.doc_type, self.update_id)
return hashlib.sha1(params.encode('utf-8')).hexdigest() | python | def marker_index_document_id(self):
"""
Generate an id for the indicator document.
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31,780 | spotify/luigi | luigi/contrib/esindex.py | ElasticsearchTarget.exists | def exists(self):
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31,781 | spotify/luigi | luigi/contrib/esindex.py | ElasticsearchTarget.create_marker_index | def create_marker_index(self):
"""
Create the index that will keep track of the tasks if necessary.
"""
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Create the index that will keep track of the tasks if necessary.
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31,782 | spotify/luigi | luigi/contrib/esindex.py | CopyToIndex._docs | def _docs(self):
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31,783 | spotify/luigi | luigi/contrib/esindex.py | CopyToIndex.create_index | def create_index(self):
"""
Override to provide code for creating the target index.
By default it will be created without any special settings or mappings.
"""
es = self._init_connection()
if not es.indices.exists(index=self.index):
es.indices.create(index=se... | python | def create_index(self):
"""
Override to provide code for creating the target index.
By default it will be created without any special settings or mappings.
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31,784 | spotify/luigi | luigi/contrib/esindex.py | CopyToIndex.delete_index | def delete_index(self):
"""
Delete the index, if it exists.
"""
es = self._init_connection()
if es.indices.exists(index=self.index):
es.indices.delete(index=self.index) | python | def delete_index(self):
"""
Delete the index, if it exists.
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31,785 | spotify/luigi | luigi/contrib/esindex.py | CopyToIndex.output | def output(self):
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Normally you don't override this.
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... | python | def output(self):
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Returns a ElasticsearchTarget representing the inserted dataset.
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31,786 | spotify/luigi | luigi/contrib/kubernetes.py | KubernetesJobTask.__track_job | def __track_job(self):
"""Poll job status while active"""
while not self.__verify_job_has_started():
time.sleep(self.__POLL_TIME)
self.__logger.debug("Waiting for Kubernetes job " + self.uu_name + " to start")
self.__print_kubectl_hints()
status = self.__get_job_... | python | def __track_job(self):
"""Poll job status while active"""
while not self.__verify_job_has_started():
time.sleep(self.__POLL_TIME)
self.__logger.debug("Waiting for Kubernetes job " + self.uu_name + " to start")
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31,787 | spotify/luigi | luigi/contrib/kubernetes.py | KubernetesJobTask.__verify_job_has_started | def __verify_job_has_started(self):
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# Verify that the job started
self.__get_job()
# Verify that the pod started
pods = self.__get_pods()
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"""Asserts that the job has successfully started"""
# Verify that the job started
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31,788 | spotify/luigi | luigi/contrib/kubernetes.py | KubernetesJobTask.__get_job_status | def __get_job_status(self):
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"""Return the Kubernetes job status"""
# Figure out status and return it
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31,789 | spotify/luigi | luigi/contrib/sqla.py | SQLAlchemyTarget.engine | def engine(self):
"""
Return an engine instance, creating it if it doesn't exist.
Recreate the engine connection if it wasn't originally created
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"""
pid = os.getpid()
conn = SQLAlchemyTarget._engine_dict.get(self.connection_string)
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Return an engine instance, creating it if it doesn't exist.
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31,790 | spotify/luigi | luigi/contrib/hdfs/target.py | HdfsTarget.rename | def rename(self, path, raise_if_exists=False):
"""
Does not change self.path.
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See spotify/luigi#522
"""
if isinstance(path, HdfsTarget):
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Does not change self.path.
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31,791 | spotify/luigi | luigi/contrib/hdfs/target.py | HdfsTarget.is_writable | def is_writable(self):
"""
Currently only works with hadoopcli
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if "/" in self.path:
# example path: /log/ap/2013-01-17/00
parts = self.path.split("/")
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length = len(parts... | python | def is_writable(self):
"""
Currently only works with hadoopcli
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] | c5eca1c3c3ee2a7eb612486192a0da146710a1e9 | https://github.com/spotify/luigi/blob/c5eca1c3c3ee2a7eb612486192a0da146710a1e9/luigi/contrib/hdfs/target.py#L158-L178 |
31,792 | spotify/luigi | luigi/execution_summary.py | _partition_tasks | def _partition_tasks(worker):
"""
Takes a worker and sorts out tasks based on their status.
Still_pending_not_ext is only used to get upstream_failure, upstream_missing_dependency and run_by_other_worker
"""
task_history = worker._add_task_history
pending_tasks = {task for(task, status, ext) in ... | python | def _partition_tasks(worker):
"""
Takes a worker and sorts out tasks based on their status.
Still_pending_not_ext is only used to get upstream_failure, upstream_missing_dependency and run_by_other_worker
"""
task_history = worker._add_task_history
pending_tasks = {task for(task, status, ext) in ... | [
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31,793 | spotify/luigi | luigi/execution_summary.py | _depth_first_search | def _depth_first_search(set_tasks, current_task, visited):
"""
This dfs checks why tasks are still pending.
"""
visited.add(current_task)
if current_task in set_tasks["still_pending_not_ext"]:
upstream_failure = False
upstream_missing_dependency = False
upstream_run_by_other_... | python | def _depth_first_search(set_tasks, current_task, visited):
"""
This dfs checks why tasks are still pending.
"""
visited.add(current_task)
if current_task in set_tasks["still_pending_not_ext"]:
upstream_failure = False
upstream_missing_dependency = False
upstream_run_by_other_... | [
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31,794 | spotify/luigi | luigi/execution_summary.py | _ranging_attributes | def _ranging_attributes(attributes, param_class):
"""
Checks if there is a continuous range
"""
next_attributes = {param_class.next_in_enumeration(attribute) for attribute in attributes}
in_first = attributes.difference(next_attributes)
in_second = next_attributes.difference(attributes)
if l... | python | def _ranging_attributes(attributes, param_class):
"""
Checks if there is a continuous range
"""
next_attributes = {param_class.next_in_enumeration(attribute) for attribute in attributes}
in_first = attributes.difference(next_attributes)
in_second = next_attributes.difference(attributes)
if l... | [
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31,795 | spotify/luigi | luigi/execution_summary.py | _get_comments | def _get_comments(group_tasks):
"""
Get the human readable comments and quantities for the task types.
"""
comments = {}
for status, human in _COMMENTS:
num_tasks = _get_number_of_tasks_for(status, group_tasks)
if num_tasks:
space = " " if status in _PENDING_SUB_STATUS... | python | def _get_comments(group_tasks):
"""
Get the human readable comments and quantities for the task types.
"""
comments = {}
for status, human in _COMMENTS:
num_tasks = _get_number_of_tasks_for(status, group_tasks)
if num_tasks:
space = " " if status in _PENDING_SUB_STATUS... | [
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31,796 | spotify/luigi | luigi/execution_summary.py | _get_run_by_other_worker | def _get_run_by_other_worker(worker):
"""
This returns a set of the tasks that are being run by other worker
"""
task_sets = _get_external_workers(worker).values()
return functools.reduce(lambda a, b: a | b, task_sets, set()) | python | def _get_run_by_other_worker(worker):
"""
This returns a set of the tasks that are being run by other worker
"""
task_sets = _get_external_workers(worker).values()
return functools.reduce(lambda a, b: a | b, task_sets, set()) | [
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31,797 | spotify/luigi | luigi/execution_summary.py | _get_external_workers | def _get_external_workers(worker):
"""
This returns a dict with a set of tasks for all of the other workers
"""
worker_that_blocked_task = collections.defaultdict(set)
get_work_response_history = worker._get_work_response_history
for get_work_response in get_work_response_history:
if get... | python | def _get_external_workers(worker):
"""
This returns a dict with a set of tasks for all of the other workers
"""
worker_that_blocked_task = collections.defaultdict(set)
get_work_response_history = worker._get_work_response_history
for get_work_response in get_work_response_history:
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31,798 | spotify/luigi | luigi/execution_summary.py | _group_tasks_by_name_and_status | def _group_tasks_by_name_and_status(task_dict):
"""
Takes a dictionary with sets of tasks grouped by their status and
returns a dictionary with dictionaries with an array of tasks grouped by
their status and task name
"""
group_status = {}
for task in task_dict:
if task.task_family n... | python | def _group_tasks_by_name_and_status(task_dict):
"""
Takes a dictionary with sets of tasks grouped by their status and
returns a dictionary with dictionaries with an array of tasks grouped by
their status and task name
"""
group_status = {}
for task in task_dict:
if task.task_family n... | [
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31,799 | spotify/luigi | luigi/execution_summary.py | _tasks_status | def _tasks_status(set_tasks):
"""
Given a grouped set of tasks, returns a LuigiStatusCode
"""
if set_tasks["ever_failed"]:
if not set_tasks["failed"]:
return LuigiStatusCode.SUCCESS_WITH_RETRY
else:
if set_tasks["scheduling_error"]:
return LuigiSta... | python | def _tasks_status(set_tasks):
"""
Given a grouped set of tasks, returns a LuigiStatusCode
"""
if set_tasks["ever_failed"]:
if not set_tasks["failed"]:
return LuigiStatusCode.SUCCESS_WITH_RETRY
else:
if set_tasks["scheduling_error"]:
return LuigiSta... | [
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