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openstack/monasca-persister
monasca_persister/persister.py
main
def main(): """Start persister.""" config.parse_args() # Add processors for metrics topic if cfg.CONF.kafka_metrics.enabled: prepare_processes(cfg.CONF.kafka_metrics, cfg.CONF.repositories.metrics_driver) # Add processors for alarm history topic if cfg.CONF.ka...
python
def main(): """Start persister.""" config.parse_args() # Add processors for metrics topic if cfg.CONF.kafka_metrics.enabled: prepare_processes(cfg.CONF.kafka_metrics, cfg.CONF.repositories.metrics_driver) # Add processors for alarm history topic if cfg.CONF.ka...
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Start persister.
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dcfdb5c7840cd1203dd98b95cdad32ec9569445e
https://github.com/openstack/monasca-persister/blob/dcfdb5c7840cd1203dd98b95cdad32ec9569445e/monasca_persister/persister.py#L110-L160
train
30,400
openstack/monasca-persister
monasca_persister/config.py
_get_config_files
def _get_config_files(): """Get the possible configuration files accepted by oslo.config This also includes the deprecated ones """ # default files conf_files = cfg.find_config_files(project='monasca', prog='monasca-persister') # deprecated config files (o...
python
def _get_config_files(): """Get the possible configuration files accepted by oslo.config This also includes the deprecated ones """ # default files conf_files = cfg.find_config_files(project='monasca', prog='monasca-persister') # deprecated config files (o...
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dcfdb5c7840cd1203dd98b95cdad32ec9569445e
https://github.com/openstack/monasca-persister/blob/dcfdb5c7840cd1203dd98b95cdad32ec9569445e/monasca_persister/config.py#L29-L45
train
30,401
openstack/monasca-persister
monasca_persister/conf/__init__.py
load_conf_modules
def load_conf_modules(): """Load all modules that contain configuration. Method iterates over modules of :py:module:`monasca_persister.conf` and imports only those that contain following methods: - list_opts (required by oslo_config.genconfig) - register_opts (required by :py:currentmodule:) ...
python
def load_conf_modules(): """Load all modules that contain configuration. Method iterates over modules of :py:module:`monasca_persister.conf` and imports only those that contain following methods: - list_opts (required by oslo_config.genconfig) - register_opts (required by :py:currentmodule:) ...
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Load all modules that contain configuration. Method iterates over modules of :py:module:`monasca_persister.conf` and imports only those that contain following methods: - list_opts (required by oslo_config.genconfig) - register_opts (required by :py:currentmodule:)
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dcfdb5c7840cd1203dd98b95cdad32ec9569445e
https://github.com/openstack/monasca-persister/blob/dcfdb5c7840cd1203dd98b95cdad32ec9569445e/monasca_persister/conf/__init__.py#L24-L39
train
30,402
openstack/monasca-persister
monasca_persister/conf/__init__.py
list_opts
def list_opts(): """List all conf modules opts. Goes through all conf modules and yields their opts. """ for mod in load_conf_modules(): mod_opts = mod.list_opts() if type(mod_opts) is list: for single_mod_opts in mod_opts: yield single_mod_opts[0], single_m...
python
def list_opts(): """List all conf modules opts. Goes through all conf modules and yields their opts. """ for mod in load_conf_modules(): mod_opts = mod.list_opts() if type(mod_opts) is list: for single_mod_opts in mod_opts: yield single_mod_opts[0], single_m...
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List all conf modules opts. Goes through all conf modules and yields their opts.
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dcfdb5c7840cd1203dd98b95cdad32ec9569445e
https://github.com/openstack/monasca-persister/blob/dcfdb5c7840cd1203dd98b95cdad32ec9569445e/monasca_persister/conf/__init__.py#L62-L74
train
30,403
poulp/zenipy
zenipy/zenipy.py
message
def message(title="", text="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Display a simple message :param text: text inside the window :type text: str :param title: title of the window :type title: str :param width: window width :type width: int :para...
python
def message(title="", text="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Display a simple message :param text: text inside the window :type text: str :param title: title of the window :type title: str :param width: window width :type width: int :para...
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fd1de3c268bb1cffcb35b4f8186893c492dd6eaf
https://github.com/poulp/zenipy/blob/fd1de3c268bb1cffcb35b4f8186893c492dd6eaf/zenipy/zenipy.py#L420-L437
train
30,404
poulp/zenipy
zenipy/zenipy.py
error
def error(title="", text="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Display a simple error :param text: text inside the window :type text: str :param title: title of the window :type title: str :param width: window width :type width: int :param heig...
python
def error(title="", text="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Display a simple error :param text: text inside the window :type text: str :param title: title of the window :type title: str :param width: window width :type width: int :param heig...
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fd1de3c268bb1cffcb35b4f8186893c492dd6eaf
https://github.com/poulp/zenipy/blob/fd1de3c268bb1cffcb35b4f8186893c492dd6eaf/zenipy/zenipy.py#L440-L457
train
30,405
poulp/zenipy
zenipy/zenipy.py
warning
def warning(title="", text="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Display a simple warning :param text: text inside the window :type text: str :param title: title of the window :type title: str :param width: window width :type width: int :para...
python
def warning(title="", text="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Display a simple warning :param text: text inside the window :type text: str :param title: title of the window :type title: str :param width: window width :type width: int :para...
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[ "Display", "a", "simple", "warning" ]
fd1de3c268bb1cffcb35b4f8186893c492dd6eaf
https://github.com/poulp/zenipy/blob/fd1de3c268bb1cffcb35b4f8186893c492dd6eaf/zenipy/zenipy.py#L460-L477
train
30,406
poulp/zenipy
zenipy/zenipy.py
entry
def entry(text="", placeholder="", title="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Display a text input :param text: text inside the window :type text: str :param placeholder: placeholder for the input :type placeholder: str :param title: title of the wind...
python
def entry(text="", placeholder="", title="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Display a text input :param text: text inside the window :type text: str :param placeholder: placeholder for the input :type placeholder: str :param title: title of the wind...
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[ "Display", "a", "text", "input" ]
fd1de3c268bb1cffcb35b4f8186893c492dd6eaf
https://github.com/poulp/zenipy/blob/fd1de3c268bb1cffcb35b4f8186893c492dd6eaf/zenipy/zenipy.py#L505-L528
train
30,407
poulp/zenipy
zenipy/zenipy.py
password
def password(text="", placeholder="", title="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Display a text input with hidden characters :param text: text inside the window :type text: str :param placeholder: placeholder for the input :type placeholder: str :p...
python
def password(text="", placeholder="", title="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Display a text input with hidden characters :param text: text inside the window :type text: str :param placeholder: placeholder for the input :type placeholder: str :p...
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fd1de3c268bb1cffcb35b4f8186893c492dd6eaf
https://github.com/poulp/zenipy/blob/fd1de3c268bb1cffcb35b4f8186893c492dd6eaf/zenipy/zenipy.py#L531-L554
train
30,408
poulp/zenipy
zenipy/zenipy.py
zlist
def zlist(columns, items, print_columns=None, text="", title="", width=DEFAULT_WIDTH, height=ZLIST_HEIGHT, timeout=None): """ Display a list of values :param columns: a list of columns name :type columns: list of strings :param items: a list of values :type items: list of st...
python
def zlist(columns, items, print_columns=None, text="", title="", width=DEFAULT_WIDTH, height=ZLIST_HEIGHT, timeout=None): """ Display a list of values :param columns: a list of columns name :type columns: list of strings :param items: a list of values :type items: list of st...
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Display a list of values :param columns: a list of columns name :type columns: list of strings :param items: a list of values :type items: list of strings :param print_columns: index of a column (return just the values from this column) :type print_columns: int (None if all the columns) :pa...
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fd1de3c268bb1cffcb35b4f8186893c492dd6eaf
https://github.com/poulp/zenipy/blob/fd1de3c268bb1cffcb35b4f8186893c492dd6eaf/zenipy/zenipy.py#L557-L585
train
30,409
poulp/zenipy
zenipy/zenipy.py
file_selection
def file_selection(multiple=False, directory=False, save=False, confirm_overwrite=False, filename=None, title="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Open a file selection window :param multiple: allow multiple file selecti...
python
def file_selection(multiple=False, directory=False, save=False, confirm_overwrite=False, filename=None, title="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Open a file selection window :param multiple: allow multiple file selecti...
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Open a file selection window :param multiple: allow multiple file selection :type multiple: bool :param directory: only directory selection :type directory: bool :param save: save mode :type save: bool :param confirm_overwrite: confirm when a file is overwritten :type confirm_overwrite:...
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fd1de3c268bb1cffcb35b4f8186893c492dd6eaf
https://github.com/poulp/zenipy/blob/fd1de3c268bb1cffcb35b4f8186893c492dd6eaf/zenipy/zenipy.py#L588-L622
train
30,410
poulp/zenipy
zenipy/zenipy.py
calendar
def calendar(text="", day=None, month=None, title="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Display a calendar :param text: text inside the window :type text: str :param day: default day :type day: int :param month: default month :type month: int ...
python
def calendar(text="", day=None, month=None, title="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Display a calendar :param text: text inside the window :type text: str :param day: default day :type day: int :param month: default month :type month: int ...
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fd1de3c268bb1cffcb35b4f8186893c492dd6eaf
https://github.com/poulp/zenipy/blob/fd1de3c268bb1cffcb35b4f8186893c492dd6eaf/zenipy/zenipy.py#L625-L652
train
30,411
poulp/zenipy
zenipy/zenipy.py
color_selection
def color_selection(show_palette=False, opacity_control=False, title="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Display a color selection dialog :param show_palette: hide/show the palette with preselected colors :type show_palette: bool :param opacity_con...
python
def color_selection(show_palette=False, opacity_control=False, title="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Display a color selection dialog :param show_palette: hide/show the palette with preselected colors :type show_palette: bool :param opacity_con...
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fd1de3c268bb1cffcb35b4f8186893c492dd6eaf
https://github.com/poulp/zenipy/blob/fd1de3c268bb1cffcb35b4f8186893c492dd6eaf/zenipy/zenipy.py#L655-L677
train
30,412
poulp/zenipy
zenipy/zenipy.py
scale
def scale(text="", value=0, min=0 ,max=100, step=1, draw_value=True, title="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Select a number with a range widget :param text: text inside window :type text: str :param value: current value :type value: int :param min...
python
def scale(text="", value=0, min=0 ,max=100, step=1, draw_value=True, title="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Select a number with a range widget :param text: text inside window :type text: str :param value: current value :type value: int :param min...
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fd1de3c268bb1cffcb35b4f8186893c492dd6eaf
https://github.com/poulp/zenipy/blob/fd1de3c268bb1cffcb35b4f8186893c492dd6eaf/zenipy/zenipy.py#L680-L711
train
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ntoll/microfs
microfs.py
raw_on
def raw_on(serial): """ Puts the device into raw mode. """ def flush_to_msg(serial, msg): """Read the rx serial data until we reach an expected message.""" data = serial.read_until(msg) if not data.endswith(msg): if COMMAND_LINE_FLAG: print(data) ...
python
def raw_on(serial): """ Puts the device into raw mode. """ def flush_to_msg(serial, msg): """Read the rx serial data until we reach an expected message.""" data = serial.read_until(msg) if not data.endswith(msg): if COMMAND_LINE_FLAG: print(data) ...
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11387109cfc36aaddceb018596ea75d55417ca0c
https://github.com/ntoll/microfs/blob/11387109cfc36aaddceb018596ea75d55417ca0c/microfs.py#L61-L101
train
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ntoll/microfs
microfs.py
clean_error
def clean_error(err): """ Take stderr bytes returned from MicroPython and attempt to create a non-verbose error message. """ if err: decoded = err.decode('utf-8') try: return decoded.split('\r\n')[-2] except Exception: return decoded return 'There ...
python
def clean_error(err): """ Take stderr bytes returned from MicroPython and attempt to create a non-verbose error message. """ if err: decoded = err.decode('utf-8') try: return decoded.split('\r\n')[-2] except Exception: return decoded return 'There ...
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11387109cfc36aaddceb018596ea75d55417ca0c
https://github.com/ntoll/microfs/blob/11387109cfc36aaddceb018596ea75d55417ca0c/microfs.py#L161-L172
train
30,415
ntoll/microfs
microfs.py
version
def version(serial=None): """ Returns version information for MicroPython running on the connected device. If such information is not available or the device is not running MicroPython, raise a ValueError. If any other exception is thrown, the device was running MicroPython but there was a...
python
def version(serial=None): """ Returns version information for MicroPython running on the connected device. If such information is not available or the device is not running MicroPython, raise a ValueError. If any other exception is thrown, the device was running MicroPython but there was a...
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11387109cfc36aaddceb018596ea75d55417ca0c
https://github.com/ntoll/microfs/blob/11387109cfc36aaddceb018596ea75d55417ca0c/microfs.py#L288-L322
train
30,416
ntoll/microfs
microfs.py
main
def main(argv=None): """ Entry point for the command line tool 'ufs'. Takes the args and processes them as per the documentation. :-) Exceptions are caught and printed for the user. """ if not argv: argv = sys.argv[1:] try: global COMMAND_LINE_FLAG COMMAND_LINE_FLAG...
python
def main(argv=None): """ Entry point for the command line tool 'ufs'. Takes the args and processes them as per the documentation. :-) Exceptions are caught and printed for the user. """ if not argv: argv = sys.argv[1:] try: global COMMAND_LINE_FLAG COMMAND_LINE_FLAG...
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11387109cfc36aaddceb018596ea75d55417ca0c
https://github.com/ntoll/microfs/blob/11387109cfc36aaddceb018596ea75d55417ca0c/microfs.py#L325-L370
train
30,417
nameko/nameko-sentry
nameko_sentry.py
SentryReporter.http_context
def http_context(self, worker_ctx): """ Attempt to extract HTTP context if an HTTP entrypoint was used. """ http = {} if isinstance(worker_ctx.entrypoint, HttpRequestHandler): try: request = worker_ctx.args[0] try: if reques...
python
def http_context(self, worker_ctx): """ Attempt to extract HTTP context if an HTTP entrypoint was used. """ http = {} if isinstance(worker_ctx.entrypoint, HttpRequestHandler): try: request = worker_ctx.args[0] try: if reques...
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Attempt to extract HTTP context if an HTTP entrypoint was used.
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516f6851585bc671a5bd1d4ddec1b78e30981105
https://github.com/nameko/nameko-sentry/blob/516f6851585bc671a5bd1d4ddec1b78e30981105/nameko_sentry.py#L65-L94
train
30,418
nameko/nameko-sentry
nameko_sentry.py
SentryReporter.user_context
def user_context(self, worker_ctx, exc_info): """ Merge any user context to include in the sentry payload. Extracts user identifiers from the worker context data by matching context keys with """ user = {} for key in worker_ctx.context_data: for matcher in se...
python
def user_context(self, worker_ctx, exc_info): """ Merge any user context to include in the sentry payload. Extracts user identifiers from the worker context data by matching context keys with """ user = {} for key in worker_ctx.context_data: for matcher in se...
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Merge any user context to include in the sentry payload. Extracts user identifiers from the worker context data by matching context keys with
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516f6851585bc671a5bd1d4ddec1b78e30981105
https://github.com/nameko/nameko-sentry/blob/516f6851585bc671a5bd1d4ddec1b78e30981105/nameko_sentry.py#L96-L109
train
30,419
nameko/nameko-sentry
nameko_sentry.py
SentryReporter.tags_context
def tags_context(self, worker_ctx, exc_info): """ Merge any tags to include in the sentry payload. """ tags = { 'call_id': worker_ctx.call_id, 'parent_call_id': worker_ctx.immediate_parent_call_id, 'service_name': worker_ctx.container.service_name, ...
python
def tags_context(self, worker_ctx, exc_info): """ Merge any tags to include in the sentry payload. """ tags = { 'call_id': worker_ctx.call_id, 'parent_call_id': worker_ctx.immediate_parent_call_id, 'service_name': worker_ctx.container.service_name, ...
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Merge any tags to include in the sentry payload.
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516f6851585bc671a5bd1d4ddec1b78e30981105
https://github.com/nameko/nameko-sentry/blob/516f6851585bc671a5bd1d4ddec1b78e30981105/nameko_sentry.py#L111-L126
train
30,420
nameko/nameko-sentry
nameko_sentry.py
SentryReporter.extra_context
def extra_context(self, worker_ctx, exc_info): """ Merge any extra context to include in the sentry payload. Includes all available worker context data. """ extra = {} extra.update(worker_ctx.context_data) self.client.extra_context(extra)
python
def extra_context(self, worker_ctx, exc_info): """ Merge any extra context to include in the sentry payload. Includes all available worker context data. """ extra = {} extra.update(worker_ctx.context_data) self.client.extra_context(extra)
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516f6851585bc671a5bd1d4ddec1b78e30981105
https://github.com/nameko/nameko-sentry/blob/516f6851585bc671a5bd1d4ddec1b78e30981105/nameko_sentry.py#L128-L136
train
30,421
ethereum/lahja
lahja/endpoint.py
Endpoint.wait_until_serving
async def wait_until_serving(self) -> None: """ Await until the ``Endpoint`` is ready to receive events. """ await asyncio.gather( self._receiving_loop_running.wait(), self._internal_loop_running.wait(), loop=self.event_loop )
python
async def wait_until_serving(self) -> None: """ Await until the ``Endpoint`` is ready to receive events. """ await asyncio.gather( self._receiving_loop_running.wait(), self._internal_loop_running.wait(), loop=self.event_loop )
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e3993c5892232887a11800ed3e66332febcee96b
https://github.com/ethereum/lahja/blob/e3993c5892232887a11800ed3e66332febcee96b/lahja/endpoint.py#L198-L206
train
30,422
ethereum/lahja
lahja/endpoint.py
Endpoint.connect_to_endpoints
async def connect_to_endpoints(self, *endpoints: ConnectionConfig) -> None: """ Connect to the given endpoints and await until all connections are established. """ self._throw_if_already_connected(*endpoints) await asyncio.gather( *(self._await_connect_to_endpoint(end...
python
async def connect_to_endpoints(self, *endpoints: ConnectionConfig) -> None: """ Connect to the given endpoints and await until all connections are established. """ self._throw_if_already_connected(*endpoints) await asyncio.gather( *(self._await_connect_to_endpoint(end...
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e3993c5892232887a11800ed3e66332febcee96b
https://github.com/ethereum/lahja/blob/e3993c5892232887a11800ed3e66332febcee96b/lahja/endpoint.py#L274-L282
train
30,423
ethereum/lahja
lahja/endpoint.py
Endpoint.connect_to_endpoints_nowait
def connect_to_endpoints_nowait(self, *endpoints: ConnectionConfig) -> None: """ Connect to the given endpoints as soon as they become available but do not block. """ self._throw_if_already_connected(*endpoints) for endpoint in endpoints: asyncio.ensure_future(self._a...
python
def connect_to_endpoints_nowait(self, *endpoints: ConnectionConfig) -> None: """ Connect to the given endpoints as soon as they become available but do not block. """ self._throw_if_already_connected(*endpoints) for endpoint in endpoints: asyncio.ensure_future(self._a...
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e3993c5892232887a11800ed3e66332febcee96b
https://github.com/ethereum/lahja/blob/e3993c5892232887a11800ed3e66332febcee96b/lahja/endpoint.py#L284-L290
train
30,424
ethereum/lahja
lahja/endpoint.py
Endpoint.wait_for
async def wait_for(self, event_type: Type[TWaitForEvent]) -> TWaitForEvent: # type: ignore """ Wait for a single instance of an event that matches the specified event type. """ # mypy thinks we are missing a return statement but this seems fair to do async for event in self.stre...
python
async def wait_for(self, event_type: Type[TWaitForEvent]) -> TWaitForEvent: # type: ignore """ Wait for a single instance of an event that matches the specified event type. """ # mypy thinks we are missing a return statement but this seems fair to do async for event in self.stre...
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Wait for a single instance of an event that matches the specified event type.
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e3993c5892232887a11800ed3e66332febcee96b
https://github.com/ethereum/lahja/blob/e3993c5892232887a11800ed3e66332febcee96b/lahja/endpoint.py#L475-L481
train
30,425
ska-sa/spead2
spead2/send/__init__.py
HeapGenerator.add_to_heap
def add_to_heap(self, heap, descriptors='stale', data='stale'): """Update a heap to contains all the new items and item descriptors since the last call. Parameters ---------- heap : :py:class:`Heap` The heap to update. descriptors : {'stale', 'all', 'none'} ...
python
def add_to_heap(self, heap, descriptors='stale', data='stale'): """Update a heap to contains all the new items and item descriptors since the last call. Parameters ---------- heap : :py:class:`Heap` The heap to update. descriptors : {'stale', 'all', 'none'} ...
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cac95fd01d8debaa302d2691bd26da64b7828bc6
https://github.com/ska-sa/spead2/blob/cac95fd01d8debaa302d2691bd26da64b7828bc6/spead2/send/__init__.py#L83-L124
train
30,426
ska-sa/spead2
spead2/recv/trollius.py
Stream.get
def get(self, loop=None): """Coroutine that waits for a heap to become available and returns it.""" self._clear_done_waiters() if not self._waiters: # If something is available directly, we can avoid going back to # the scheduler try: heap = se...
python
def get(self, loop=None): """Coroutine that waits for a heap to become available and returns it.""" self._clear_done_waiters() if not self._waiters: # If something is available directly, we can avoid going back to # the scheduler try: heap = se...
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cac95fd01d8debaa302d2691bd26da64b7828bc6
https://github.com/ska-sa/spead2/blob/cac95fd01d8debaa302d2691bd26da64b7828bc6/spead2/recv/trollius.py#L113-L135
train
30,427
ska-sa/spead2
spead2/__init__.py
parse_range_list
def parse_range_list(ranges): """Split a string like 2,3-5,8,9-11 into a list of integers. This is intended to ease adding command-line options for dealing with affinity. """ if not ranges: return [] parts = ranges.split(',') out = [] for part in parts: fields = part.split('-...
python
def parse_range_list(ranges): """Split a string like 2,3-5,8,9-11 into a list of integers. This is intended to ease adding command-line options for dealing with affinity. """ if not ranges: return [] parts = ranges.split(',') out = [] for part in parts: fields = part.split('-...
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cac95fd01d8debaa302d2691bd26da64b7828bc6
https://github.com/ska-sa/spead2/blob/cac95fd01d8debaa302d2691bd26da64b7828bc6/spead2/__init__.py#L81-L97
train
30,428
ska-sa/spead2
spead2/__init__.py
Descriptor._parse_format
def _parse_format(cls, fmt): """Attempt to convert a SPEAD format specification to a numpy dtype. Where necessary, `O` is used. Raises ------ ValueError If the format is illegal """ fields = [] if not fmt: raise ValueError('empty f...
python
def _parse_format(cls, fmt): """Attempt to convert a SPEAD format specification to a numpy dtype. Where necessary, `O` is used. Raises ------ ValueError If the format is illegal """ fields = [] if not fmt: raise ValueError('empty f...
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cac95fd01d8debaa302d2691bd26da64b7828bc6
https://github.com/ska-sa/spead2/blob/cac95fd01d8debaa302d2691bd26da64b7828bc6/spead2/__init__.py#L209-L235
train
30,429
ska-sa/spead2
spead2/__init__.py
Descriptor.itemsize_bits
def itemsize_bits(self): """Number of bits per element""" if self.dtype is not None: return self.dtype.itemsize * 8 else: return sum(x[1] for x in self.format)
python
def itemsize_bits(self): """Number of bits per element""" if self.dtype is not None: return self.dtype.itemsize * 8 else: return sum(x[1] for x in self.format)
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cac95fd01d8debaa302d2691bd26da64b7828bc6
https://github.com/ska-sa/spead2/blob/cac95fd01d8debaa302d2691bd26da64b7828bc6/spead2/__init__.py#L238-L243
train
30,430
ska-sa/spead2
spead2/__init__.py
Descriptor.dynamic_shape
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python
def dynamic_shape(self, max_elements): """Determine the dynamic shape, given incoming data that is big enough to hold `max_elements` elements. """ known = 1 unknown_pos = -1 for i, x in enumerate(self.shape): if x is not None: known *= x ...
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cac95fd01d8debaa302d2691bd26da64b7828bc6
https://github.com/ska-sa/spead2/blob/cac95fd01d8debaa302d2691bd26da64b7828bc6/spead2/__init__.py#L262-L282
train
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ska-sa/spead2
spead2/__init__.py
ItemGroup.update
def update(self, heap): """Update the item descriptors and items from an incoming heap. Parameters ---------- heap : :class:`spead2.recv.Heap` Incoming heap Returns ------- dict Items that have been updated from this heap, indexed by name...
python
def update(self, heap): """Update the item descriptors and items from an incoming heap. Parameters ---------- heap : :class:`spead2.recv.Heap` Incoming heap Returns ------- dict Items that have been updated from this heap, indexed by name...
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cac95fd01d8debaa302d2691bd26da64b7828bc6
https://github.com/ska-sa/spead2/blob/cac95fd01d8debaa302d2691bd26da64b7828bc6/spead2/__init__.py#L744-L772
train
30,432
KrishnaswamyLab/graphtools
graphtools/graphs.py
LandmarkGraph.build_landmark_op
def build_landmark_op(self): """Build the landmark operator Calculates spectral clusters on the kernel, and calculates transition probabilities between cluster centers by using transition probabilities between samples assigned to each cluster. """ tasklogger.log_start("l...
python
def build_landmark_op(self): """Build the landmark operator Calculates spectral clusters on the kernel, and calculates transition probabilities between cluster centers by using transition probabilities between samples assigned to each cluster. """ tasklogger.log_start("l...
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44685352be7df2005d44722903092207967457f2
https://github.com/KrishnaswamyLab/graphtools/blob/44685352be7df2005d44722903092207967457f2/graphtools/graphs.py#L595-L635
train
30,433
KrishnaswamyLab/graphtools
graphtools/graphs.py
MNNGraph.build_kernel
def build_kernel(self): """Build the MNN kernel. Build a mutual nearest neighbors kernel. Returns ------- K : kernel matrix, shape=[n_samples, n_samples] symmetric matrix with ones down the diagonal with no non-negative entries. """ taskl...
python
def build_kernel(self): """Build the MNN kernel. Build a mutual nearest neighbors kernel. Returns ------- K : kernel matrix, shape=[n_samples, n_samples] symmetric matrix with ones down the diagonal with no non-negative entries. """ taskl...
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44685352be7df2005d44722903092207967457f2
https://github.com/KrishnaswamyLab/graphtools/blob/44685352be7df2005d44722903092207967457f2/graphtools/graphs.py#L1140-L1209
train
30,434
KrishnaswamyLab/graphtools
graphtools/api.py
from_igraph
def from_igraph(G, attribute="weight", **kwargs): """Convert an igraph.Graph to a graphtools.Graph Creates a graphtools.graphs.TraditionalGraph with a precomputed adjacency matrix Parameters ---------- G : igraph.Graph Graph to be converted attribute : str, optional (default: "weig...
python
def from_igraph(G, attribute="weight", **kwargs): """Convert an igraph.Graph to a graphtools.Graph Creates a graphtools.graphs.TraditionalGraph with a precomputed adjacency matrix Parameters ---------- G : igraph.Graph Graph to be converted attribute : str, optional (default: "weig...
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44685352be7df2005d44722903092207967457f2
https://github.com/KrishnaswamyLab/graphtools/blob/44685352be7df2005d44722903092207967457f2/graphtools/api.py#L251-L287
train
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KrishnaswamyLab/graphtools
graphtools/base.py
Data._reduce_data
def _reduce_data(self): """Private method to reduce data dimension. If data is dense, uses randomized PCA. If data is sparse, uses randomized SVD. TODO: should we subtract and store the mean? Returns ------- Reduced data matrix """ if self.n_pca ...
python
def _reduce_data(self): """Private method to reduce data dimension. If data is dense, uses randomized PCA. If data is sparse, uses randomized SVD. TODO: should we subtract and store the mean? Returns ------- Reduced data matrix """ if self.n_pca ...
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44685352be7df2005d44722903092207967457f2
https://github.com/KrishnaswamyLab/graphtools/blob/44685352be7df2005d44722903092207967457f2/graphtools/base.py#L147-L182
train
30,436
KrishnaswamyLab/graphtools
graphtools/base.py
Data.transform
def transform(self, Y): """Transform input data `Y` to reduced data space defined by `self.data` Takes data in the same ambient space as `self.data` and transforms it to be in the same reduced space as `self.data_nu`. Parameters ---------- Y : array-like, shape=[n_sampl...
python
def transform(self, Y): """Transform input data `Y` to reduced data space defined by `self.data` Takes data in the same ambient space as `self.data` and transforms it to be in the same reduced space as `self.data_nu`. Parameters ---------- Y : array-like, shape=[n_sampl...
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44685352be7df2005d44722903092207967457f2
https://github.com/KrishnaswamyLab/graphtools/blob/44685352be7df2005d44722903092207967457f2/graphtools/base.py#L214-L250
train
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KrishnaswamyLab/graphtools
graphtools/base.py
Data.inverse_transform
def inverse_transform(self, Y, columns=None): """Transform input data `Y` to ambient data space defined by `self.data` Takes data in the same reduced space as `self.data_nu` and transforms it to be in the same ambient space as `self.data`. Parameters ---------- Y : arra...
python
def inverse_transform(self, Y, columns=None): """Transform input data `Y` to ambient data space defined by `self.data` Takes data in the same reduced space as `self.data_nu` and transforms it to be in the same ambient space as `self.data`. Parameters ---------- Y : arra...
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44685352be7df2005d44722903092207967457f2
https://github.com/KrishnaswamyLab/graphtools/blob/44685352be7df2005d44722903092207967457f2/graphtools/base.py#L252-L304
train
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KrishnaswamyLab/graphtools
graphtools/base.py
BaseGraph._build_kernel
def _build_kernel(self): """Private method to build kernel matrix Runs public method to build kernel matrix and runs additional checks to ensure that the result is okay Returns ------- Kernel matrix, shape=[n_samples, n_samples] Raises ------ Ru...
python
def _build_kernel(self): """Private method to build kernel matrix Runs public method to build kernel matrix and runs additional checks to ensure that the result is okay Returns ------- Kernel matrix, shape=[n_samples, n_samples] Raises ------ Ru...
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Private method to build kernel matrix Runs public method to build kernel matrix and runs additional checks to ensure that the result is okay Returns ------- Kernel matrix, shape=[n_samples, n_samples] Raises ------ RuntimeWarning : if K is not symmetric
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44685352be7df2005d44722903092207967457f2
https://github.com/KrishnaswamyLab/graphtools/blob/44685352be7df2005d44722903092207967457f2/graphtools/base.py#L395-L416
train
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KrishnaswamyLab/graphtools
graphtools/base.py
BaseGraph.diff_aff
def diff_aff(self): """Symmetric diffusion affinity matrix Return or calculate the symmetric diffusion affinity matrix .. math:: A(x,y) = K(x,y) (d(x) d(y))^{-1/2} where :math:`d` is the degrees (row sums of the kernel.) Returns ------- diff_aff : array-like,...
python
def diff_aff(self): """Symmetric diffusion affinity matrix Return or calculate the symmetric diffusion affinity matrix .. math:: A(x,y) = K(x,y) (d(x) d(y))^{-1/2} where :math:`d` is the degrees (row sums of the kernel.) Returns ------- diff_aff : array-like,...
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Symmetric diffusion affinity matrix Return or calculate the symmetric diffusion affinity matrix .. math:: A(x,y) = K(x,y) (d(x) d(y))^{-1/2} where :math:`d` is the degrees (row sums of the kernel.) Returns ------- diff_aff : array-like, shape=[n_samples, n_samples] ...
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44685352be7df2005d44722903092207967457f2
https://github.com/KrishnaswamyLab/graphtools/blob/44685352be7df2005d44722903092207967457f2/graphtools/base.py#L513-L535
train
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KrishnaswamyLab/graphtools
graphtools/base.py
BaseGraph.to_pygsp
def to_pygsp(self, **kwargs): """Convert to a PyGSP graph For use only when the user means to create the graph using the flag `use_pygsp=True`, and doesn't wish to recompute the kernel. Creates a graphtools.graphs.TraditionalGraph with a precomputed affinity matrix which also in...
python
def to_pygsp(self, **kwargs): """Convert to a PyGSP graph For use only when the user means to create the graph using the flag `use_pygsp=True`, and doesn't wish to recompute the kernel. Creates a graphtools.graphs.TraditionalGraph with a precomputed affinity matrix which also in...
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44685352be7df2005d44722903092207967457f2
https://github.com/KrishnaswamyLab/graphtools/blob/44685352be7df2005d44722903092207967457f2/graphtools/base.py#L580-L614
train
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KrishnaswamyLab/graphtools
graphtools/base.py
BaseGraph.to_igraph
def to_igraph(self, attribute="weight", **kwargs): """Convert to an igraph Graph Uses the igraph.Graph.Weighted_Adjacency constructor Parameters ---------- attribute : str, optional (default: "weight") kwargs : additional arguments for igraph.Graph.Weighted_Adjacency ...
python
def to_igraph(self, attribute="weight", **kwargs): """Convert to an igraph Graph Uses the igraph.Graph.Weighted_Adjacency constructor Parameters ---------- attribute : str, optional (default: "weight") kwargs : additional arguments for igraph.Graph.Weighted_Adjacency ...
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44685352be7df2005d44722903092207967457f2
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train
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KrishnaswamyLab/graphtools
graphtools/base.py
BaseGraph.to_pickle
def to_pickle(self, path): """Save the current Graph to a pickle. Parameters ---------- path : str File path where the pickled object will be stored. """ if int(sys.version.split(".")[1]) < 7 and isinstance(self, pygsp.graphs.Graph): # python 3.5,...
python
def to_pickle(self, path): """Save the current Graph to a pickle. Parameters ---------- path : str File path where the pickled object will be stored. """ if int(sys.version.split(".")[1]) < 7 and isinstance(self, pygsp.graphs.Graph): # python 3.5,...
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Save the current Graph to a pickle. Parameters ---------- path : str File path where the pickled object will be stored.
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44685352be7df2005d44722903092207967457f2
https://github.com/KrishnaswamyLab/graphtools/blob/44685352be7df2005d44722903092207967457f2/graphtools/base.py#L640-L655
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KrishnaswamyLab/graphtools
graphtools/base.py
PyGSPGraph._build_weight_from_kernel
def _build_weight_from_kernel(self, kernel): """Private method to build an adjacency matrix from a kernel matrix Just puts zeroes down the diagonal in-place, since the kernel matrix is ultimately not stored. Parameters ---------- kernel : array-like, shape=[n_sa...
python
def _build_weight_from_kernel(self, kernel): """Private method to build an adjacency matrix from a kernel matrix Just puts zeroes down the diagonal in-place, since the kernel matrix is ultimately not stored. Parameters ---------- kernel : array-like, shape=[n_sa...
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44685352be7df2005d44722903092207967457f2
https://github.com/KrishnaswamyLab/graphtools/blob/44685352be7df2005d44722903092207967457f2/graphtools/base.py#L692-L712
train
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KrishnaswamyLab/graphtools
graphtools/base.py
DataGraph._check_extension_shape
def _check_extension_shape(self, Y): """Private method to check if new data matches `self.data` Parameters ---------- Y : array-like, shape=[n_samples_y, n_features_y] Input data Returns ------- Y : array-like, shape=[n_samples_y, n_pca] ...
python
def _check_extension_shape(self, Y): """Private method to check if new data matches `self.data` Parameters ---------- Y : array-like, shape=[n_samples_y, n_features_y] Input data Returns ------- Y : array-like, shape=[n_samples_y, n_pca] ...
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Private method to check if new data matches `self.data` Parameters ---------- Y : array-like, shape=[n_samples_y, n_features_y] Input data Returns ------- Y : array-like, shape=[n_samples_y, n_pca] (Potentially transformed) input data Ra...
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44685352be7df2005d44722903092207967457f2
https://github.com/KrishnaswamyLab/graphtools/blob/44685352be7df2005d44722903092207967457f2/graphtools/base.py#L786-L823
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mrcagney/gtfstk
gtfstk/stop_times.py
get_stop_times
def get_stop_times(feed: "Feed", date: Optional[str] = None) -> DataFrame: """ Return a subset of ``feed.stop_times``. Parameters ---------- feed : Feed date : string YYYYMMDD date string restricting the output to trips active on the date Returns ------- DataFrame ...
python
def get_stop_times(feed: "Feed", date: Optional[str] = None) -> DataFrame: """ Return a subset of ``feed.stop_times``. Parameters ---------- feed : Feed date : string YYYYMMDD date string restricting the output to trips active on the date Returns ------- DataFrame ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
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train
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mrcagney/gtfstk
gtfstk/validators.py
valid_str
def valid_str(x: str) -> bool: """ Return ``True`` if ``x`` is a non-blank string; otherwise return ``False``. """ if isinstance(x, str) and x.strip(): return True else: return False
python
def valid_str(x: str) -> bool: """ Return ``True`` if ``x`` is a non-blank string; otherwise return ``False``. """ if isinstance(x, str) and x.strip(): return True else: return False
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c91494e6fefc02523889655a0dc92d1c0eee8d03
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train
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mrcagney/gtfstk
gtfstk/validators.py
valid_date
def valid_date(x: str) -> bool: """ Retrun ``True`` if ``x`` is a valid YYYYMMDD date; otherwise return ``False``. """ try: if x != dt.datetime.strptime(x, DATE_FORMAT).strftime(DATE_FORMAT): raise ValueError return True except ValueError: return False
python
def valid_date(x: str) -> bool: """ Retrun ``True`` if ``x`` is a valid YYYYMMDD date; otherwise return ``False``. """ try: if x != dt.datetime.strptime(x, DATE_FORMAT).strftime(DATE_FORMAT): raise ValueError return True except ValueError: return False
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Retrun ``True`` if ``x`` is a valid YYYYMMDD date; otherwise return ``False``.
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/validators.py#L69-L79
train
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mrcagney/gtfstk
gtfstk/validators.py
valid_url
def valid_url(x: str) -> bool: """ Return ``True`` if ``x`` is a valid URL; otherwise return ``False``. """ if isinstance(x, str) and re.match(URL_PATTERN, x): return True else: return False
python
def valid_url(x: str) -> bool: """ Return ``True`` if ``x`` is a valid URL; otherwise return ``False``. """ if isinstance(x, str) and re.match(URL_PATTERN, x): return True else: return False
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Return ``True`` if ``x`` is a valid URL; otherwise return ``False``.
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c91494e6fefc02523889655a0dc92d1c0eee8d03
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train
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mrcagney/gtfstk
gtfstk/validators.py
valid_email
def valid_email(x: str) -> bool: """ Return ``True`` if ``x`` is a valid email address; otherwise return ``False``. """ if isinstance(x, str) and re.match(EMAIL_PATTERN, x): return True else: return False
python
def valid_email(x: str) -> bool: """ Return ``True`` if ``x`` is a valid email address; otherwise return ``False``. """ if isinstance(x, str) and re.match(EMAIL_PATTERN, x): return True else: return False
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Return ``True`` if ``x`` is a valid email address; otherwise return ``False``.
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c91494e6fefc02523889655a0dc92d1c0eee8d03
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train
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mrcagney/gtfstk
gtfstk/validators.py
valid_color
def valid_color(x: str) -> bool: """ Return ``True`` if ``x`` a valid hexadecimal color string without the leading hash; otherwise return ``False``. """ if isinstance(x, str) and re.match(COLOR_PATTERN, x): return True else: return False
python
def valid_color(x: str) -> bool: """ Return ``True`` if ``x`` a valid hexadecimal color string without the leading hash; otherwise return ``False``. """ if isinstance(x, str) and re.match(COLOR_PATTERN, x): return True else: return False
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Return ``True`` if ``x`` a valid hexadecimal color string without the leading hash; otherwise return ``False``.
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/validators.py#L127-L135
train
30,451
mrcagney/gtfstk
gtfstk/validators.py
check_for_required_columns
def check_for_required_columns( problems: List, table: str, df: DataFrame ) -> List: """ Check that the given GTFS table has the required columns. Parameters ---------- problems : list A four-tuple containing 1. A problem type (string) equal to ``'error'`` or ``'warning'``; ...
python
def check_for_required_columns( problems: List, table: str, df: DataFrame ) -> List: """ Check that the given GTFS table has the required columns. Parameters ---------- problems : list A four-tuple containing 1. A problem type (string) equal to ``'error'`` or ``'warning'``; ...
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Check that the given GTFS table has the required columns. Parameters ---------- problems : list A four-tuple containing 1. A problem type (string) equal to ``'error'`` or ``'warning'``; ``'error'`` means the GTFS is violated; ``'warning'`` means there is a problem but...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
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train
30,452
mrcagney/gtfstk
gtfstk/validators.py
check_for_invalid_columns
def check_for_invalid_columns( problems: List, table: str, df: DataFrame ) -> List: """ Check for invalid columns in the given GTFS DataFrame. Parameters ---------- problems : list A four-tuple containing 1. A problem type (string) equal to ``'error'`` or ``'warning'``; ...
python
def check_for_invalid_columns( problems: List, table: str, df: DataFrame ) -> List: """ Check for invalid columns in the given GTFS DataFrame. Parameters ---------- problems : list A four-tuple containing 1. A problem type (string) equal to ``'error'`` or ``'warning'``; ...
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Check for invalid columns in the given GTFS DataFrame. Parameters ---------- problems : list A four-tuple containing 1. A problem type (string) equal to ``'error'`` or ``'warning'``; ``'error'`` means the GTFS is violated; ``'warning'`` means there is a problem but it...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/validators.py#L184-L227
train
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mrcagney/gtfstk
gtfstk/validators.py
check_table
def check_table( problems: List, table: str, df: DataFrame, condition, message: str, type_: str = "error", ) -> List: """ Check the given GTFS table for the given problem condition. Parameters ---------- problems : list A four-tuple containing 1. A problem t...
python
def check_table( problems: List, table: str, df: DataFrame, condition, message: str, type_: str = "error", ) -> List: """ Check the given GTFS table for the given problem condition. Parameters ---------- problems : list A four-tuple containing 1. A problem t...
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Check the given GTFS table for the given problem condition. Parameters ---------- problems : list A four-tuple containing 1. A problem type (string) equal to ``'error'`` or ``'warning'``; ``'error'`` means the GTFS is violated; ``'warning'`` means there is a problem b...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/validators.py#L230-L282
train
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mrcagney/gtfstk
gtfstk/validators.py
check_column
def check_column( problems: List, table: str, df: DataFrame, column: str, checker, type_: str = "error", *, column_required: bool = True, ) -> List: """ Check the given column of the given GTFS with the given problem checker. Parameters ---------- problems : list...
python
def check_column( problems: List, table: str, df: DataFrame, column: str, checker, type_: str = "error", *, column_required: bool = True, ) -> List: """ Check the given column of the given GTFS with the given problem checker. Parameters ---------- problems : list...
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Check the given column of the given GTFS with the given problem checker. Parameters ---------- problems : list A four-tuple containing 1. A problem type (string) equal to ``'error'`` or ``'warning'``; ``'error'`` means the GTFS is violated; ``'warning'`` means the...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/validators.py#L285-L359
train
30,455
mrcagney/gtfstk
gtfstk/validators.py
format_problems
def format_problems( problems: List, *, as_df: bool = False ) -> Union[List, DataFrame]: """ Format the given problems list as a DataFrame. Parameters ---------- problems : list A four-tuple containing 1. A problem type (string) equal to ``'error'`` or ``'warning'``; ...
python
def format_problems( problems: List, *, as_df: bool = False ) -> Union[List, DataFrame]: """ Format the given problems list as a DataFrame. Parameters ---------- problems : list A four-tuple containing 1. A problem type (string) equal to ``'error'`` or ``'warning'``; ...
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Format the given problems list as a DataFrame. Parameters ---------- problems : list A four-tuple containing 1. A problem type (string) equal to ``'error'`` or ``'warning'``; ``'error'`` means the GTFS is violated; ``'warning'`` means there is a problem but it is not ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/validators.py#L516-L551
train
30,456
mrcagney/gtfstk
gtfstk/validators.py
validate
def validate( feed: "Feed", *, as_df: bool = True, include_warnings: bool = True ) -> Union[List, DataFrame]: """ Check whether the given feed satisfies the GTFS. Parameters ---------- feed : Feed as_df : boolean If ``True``, then return the resulting report as a DataFrame; ...
python
def validate( feed: "Feed", *, as_df: bool = True, include_warnings: bool = True ) -> Union[List, DataFrame]: """ Check whether the given feed satisfies the GTFS. Parameters ---------- feed : Feed as_df : boolean If ``True``, then return the resulting report as a DataFrame; ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/validators.py#L1477-L1556
train
30,457
mrcagney/gtfstk
gtfstk/miscellany.py
summarize
def summarize(feed: "Feed", table: str = None) -> DataFrame: """ Return a DataFrame summarizing all GTFS tables in the given feed or in the given table if specified. Parameters ---------- feed : Feed table : string A GTFS table name, e.g. ``'stop_times'`` Returns ------- ...
python
def summarize(feed: "Feed", table: str = None) -> DataFrame: """ Return a DataFrame summarizing all GTFS tables in the given feed or in the given table if specified. Parameters ---------- feed : Feed table : string A GTFS table name, e.g. ``'stop_times'`` Returns ------- ...
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Return a DataFrame summarizing all GTFS tables in the given feed or in the given table if specified. Parameters ---------- feed : Feed table : string A GTFS table name, e.g. ``'stop_times'`` Returns ------- DataFrame Columns are - ``'table'``: name of the GTFS ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/miscellany.py#L23-L103
train
30,458
mrcagney/gtfstk
gtfstk/miscellany.py
compute_feed_stats
def compute_feed_stats( feed: "Feed", trip_stats: DataFrame, dates: List[str] ) -> DataFrame: """ Compute some feed stats for the given dates and trip stats. Parameters ---------- feed : Feed trip_stats : DataFrame Trip stats to consider in the format output by :func:`.trips...
python
def compute_feed_stats( feed: "Feed", trip_stats: DataFrame, dates: List[str] ) -> DataFrame: """ Compute some feed stats for the given dates and trip stats. Parameters ---------- feed : Feed trip_stats : DataFrame Trip stats to consider in the format output by :func:`.trips...
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Compute some feed stats for the given dates and trip stats. Parameters ---------- feed : Feed trip_stats : DataFrame Trip stats to consider in the format output by :func:`.trips.compute_trip_stats` dates : string or list A YYYYMMDD date string or list thereof indicating the ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/miscellany.py#L289-L437
train
30,459
mrcagney/gtfstk
gtfstk/miscellany.py
compute_feed_time_series
def compute_feed_time_series( feed: "Feed", trip_stats: DataFrame, dates: List[str], freq: str = "5Min" ) -> DataFrame: """ Compute some feed stats in time series form for the given dates and trip stats. Parameters ---------- feed : Feed trip_stats : DataFrame Trip stats to cons...
python
def compute_feed_time_series( feed: "Feed", trip_stats: DataFrame, dates: List[str], freq: str = "5Min" ) -> DataFrame: """ Compute some feed stats in time series form for the given dates and trip stats. Parameters ---------- feed : Feed trip_stats : DataFrame Trip stats to cons...
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Compute some feed stats in time series form for the given dates and trip stats. Parameters ---------- feed : Feed trip_stats : DataFrame Trip stats to consider in the format output by :func:`.trips.compute_trip_stats` dates : string or list A YYYYMMDD date string or list...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/miscellany.py#L440-L513
train
30,460
mrcagney/gtfstk
gtfstk/miscellany.py
create_shapes
def create_shapes(feed: "Feed", *, all_trips: bool = False) -> "Feed": """ Given a feed, create a shape for every trip that is missing a shape ID. Do this by connecting the stops on the trip with straight lines. Return the resulting feed which has updated shapes and trips tables. If ``all_t...
python
def create_shapes(feed: "Feed", *, all_trips: bool = False) -> "Feed": """ Given a feed, create a shape for every trip that is missing a shape ID. Do this by connecting the stops on the trip with straight lines. Return the resulting feed which has updated shapes and trips tables. If ``all_t...
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Given a feed, create a shape for every trip that is missing a shape ID. Do this by connecting the stops on the trip with straight lines. Return the resulting feed which has updated shapes and trips tables. If ``all_trips``, then create new shapes for all trips by connecting stops, and remove th...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/miscellany.py#L516-L598
train
30,461
mrcagney/gtfstk
gtfstk/miscellany.py
compute_convex_hull
def compute_convex_hull(feed: "Feed") -> Polygon: """ Return a Shapely Polygon representing the convex hull formed by the stops of the given Feed. """ m = sg.MultiPoint(feed.stops[["stop_lon", "stop_lat"]].values) return m.convex_hull
python
def compute_convex_hull(feed: "Feed") -> Polygon: """ Return a Shapely Polygon representing the convex hull formed by the stops of the given Feed. """ m = sg.MultiPoint(feed.stops[["stop_lon", "stop_lat"]].values) return m.convex_hull
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/miscellany.py#L611-L617
train
30,462
mrcagney/gtfstk
gtfstk/miscellany.py
restrict_to_routes
def restrict_to_routes(feed: "Feed", route_ids: List[str]) -> "Feed": """ Build a new feed by restricting this one to only the stops, trips, shapes, etc. used by the routes with the given list of route IDs. Return the resulting feed. """ # Initialize the new feed as the old feed. # Restr...
python
def restrict_to_routes(feed: "Feed", route_ids: List[str]) -> "Feed": """ Build a new feed by restricting this one to only the stops, trips, shapes, etc. used by the routes with the given list of route IDs. Return the resulting feed. """ # Initialize the new feed as the old feed. # Restr...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/miscellany.py#L736-L805
train
30,463
mrcagney/gtfstk
gtfstk/miscellany.py
restrict_to_polygon
def restrict_to_polygon(feed: "Feed", polygon: Polygon) -> "Feed": """ Build a new feed by restricting this one to only the trips that have at least one stop intersecting the given Shapely polygon, then restricting stops, routes, stop times, etc. to those associated with that subset of trips. Re...
python
def restrict_to_polygon(feed: "Feed", polygon: Polygon) -> "Feed": """ Build a new feed by restricting this one to only the trips that have at least one stop intersecting the given Shapely polygon, then restricting stops, routes, stop times, etc. to those associated with that subset of trips. Re...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/miscellany.py#L808-L891
train
30,464
mrcagney/gtfstk
gtfstk/trips.py
is_active_trip
def is_active_trip(feed: "Feed", trip_id: str, date: str) -> bool: """ Return ``True`` if the ``feed.calendar`` or ``feed.calendar_dates`` says that the trip runs on the given date; return ``False`` otherwise. Note that a trip that starts on date d, ends after 23:59:59, and does not start again...
python
def is_active_trip(feed: "Feed", trip_id: str, date: str) -> bool: """ Return ``True`` if the ``feed.calendar`` or ``feed.calendar_dates`` says that the trip runs on the given date; return ``False`` otherwise. Note that a trip that starts on date d, ends after 23:59:59, and does not start again...
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Return ``True`` if the ``feed.calendar`` or ``feed.calendar_dates`` says that the trip runs on the given date; return ``False`` otherwise. Note that a trip that starts on date d, ends after 23:59:59, and does not start again on date d+1 is considered active on date d and not active on date d+1. ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/trips.py#L22-L83
train
30,465
mrcagney/gtfstk
gtfstk/trips.py
get_trips
def get_trips( feed: "Feed", date: Optional[str] = None, time: Optional[str] = None ) -> DataFrame: """ Return a subset of ``feed.trips``. Parameters ---------- feed : Feed date : string YYYYMMDD date string time : string HH:MM:SS time string, possibly with HH > 23 ...
python
def get_trips( feed: "Feed", date: Optional[str] = None, time: Optional[str] = None ) -> DataFrame: """ Return a subset of ``feed.trips``. Parameters ---------- feed : Feed date : string YYYYMMDD date string time : string HH:MM:SS time string, possibly with HH > 23 ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/trips.py#L86-L138
train
30,466
mrcagney/gtfstk
gtfstk/trips.py
compute_busiest_date
def compute_busiest_date(feed: "Feed", dates: List[str]) -> str: """ Given a list of dates, return the first date that has the maximum number of active trips. Notes ----- Assume the following feed attributes are not ``None``: - Those used in :func:`compute_trip_activity` """ f = f...
python
def compute_busiest_date(feed: "Feed", dates: List[str]) -> str: """ Given a list of dates, return the first date that has the maximum number of active trips. Notes ----- Assume the following feed attributes are not ``None``: - Those used in :func:`compute_trip_activity` """ f = f...
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Given a list of dates, return the first date that has the maximum number of active trips. Notes ----- Assume the following feed attributes are not ``None``: - Those used in :func:`compute_trip_activity`
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/trips.py#L190-L204
train
30,467
mrcagney/gtfstk
gtfstk/trips.py
locate_trips
def locate_trips(feed: "Feed", date: str, times: List[str]) -> DataFrame: """ Return the positions of all trips active on the given date and times Parameters ---------- feed : Feed date : string YYYYMMDD date string times : list HH:MM:SS time strings, possibly with HH > ...
python
def locate_trips(feed: "Feed", date: str, times: List[str]) -> DataFrame: """ Return the positions of all trips active on the given date and times Parameters ---------- feed : Feed date : string YYYYMMDD date string times : list HH:MM:SS time strings, possibly with HH > ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/trips.py#L393-L497
train
30,468
mrcagney/gtfstk
gtfstk/trips.py
trip_to_geojson
def trip_to_geojson( feed: "Feed", trip_id: str, *, include_stops: bool = False ) -> Dict: """ Return a GeoJSON representation of the given trip, optionally with its stops. Parameters ---------- feed : Feed trip_id : string ID of trip in ``feed.trips`` include_stops : boolea...
python
def trip_to_geojson( feed: "Feed", trip_id: str, *, include_stops: bool = False ) -> Dict: """ Return a GeoJSON representation of the given trip, optionally with its stops. Parameters ---------- feed : Feed trip_id : string ID of trip in ``feed.trips`` include_stops : boolea...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/trips.py#L500-L569
train
30,469
mrcagney/gtfstk
gtfstk/cleaners.py
clean_column_names
def clean_column_names(df: DataFrame) -> DataFrame: """ Strip the whitespace from all column names in the given DataFrame and return the result. """ f = df.copy() f.columns = [col.strip() for col in f.columns] return f
python
def clean_column_names(df: DataFrame) -> DataFrame: """ Strip the whitespace from all column names in the given DataFrame and return the result. """ f = df.copy() f.columns = [col.strip() for col in f.columns] return f
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/cleaners.py#L17-L24
train
30,470
mrcagney/gtfstk
gtfstk/cleaners.py
drop_zombies
def drop_zombies(feed: "Feed") -> "Feed": """ In the given "Feed", drop stops with no stop times, trips with no stop times, shapes with no trips, routes with no trips, and services with no trips, in that order. Return the resulting "Feed". """ feed = feed.copy() # Drop stops of location...
python
def drop_zombies(feed: "Feed") -> "Feed": """ In the given "Feed", drop stops with no stop times, trips with no stop times, shapes with no trips, routes with no trips, and services with no trips, in that order. Return the resulting "Feed". """ feed = feed.copy() # Drop stops of location...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/cleaners.py#L27-L69
train
30,471
mrcagney/gtfstk
gtfstk/cleaners.py
clean_ids
def clean_ids(feed: "Feed") -> "Feed": """ In the given "Feed", strip whitespace from all string IDs and then replace every remaining whitespace chunk with an underscore. Return the resulting "Feed". """ # Alter feed inputs only, and build a new feed from them. # The derived feed attributes,...
python
def clean_ids(feed: "Feed") -> "Feed": """ In the given "Feed", strip whitespace from all string IDs and then replace every remaining whitespace chunk with an underscore. Return the resulting "Feed". """ # Alter feed inputs only, and build a new feed from them. # The derived feed attributes,...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/cleaners.py#L72-L96
train
30,472
mrcagney/gtfstk
gtfstk/cleaners.py
aggregate_routes
def aggregate_routes( feed: "Feed", by: str = "route_short_name", route_id_prefix: str = "route_" ) -> "Feed": """ Aggregate routes by route short name, say, and assign new route IDs. Parameters ---------- feed : "Feed" by : string A column of ``feed.routes`` route_id_prefix : s...
python
def aggregate_routes( feed: "Feed", by: str = "route_short_name", route_id_prefix: str = "route_" ) -> "Feed": """ Aggregate routes by route short name, say, and assign new route IDs. Parameters ---------- feed : "Feed" by : string A column of ``feed.routes`` route_id_prefix : s...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/cleaners.py#L159-L221
train
30,473
mrcagney/gtfstk
gtfstk/cleaners.py
drop_invalid_columns
def drop_invalid_columns(feed: "Feed") -> "Feed": """ Drop all DataFrame columns of the given "Feed" that are not listed in the GTFS. Return the resulting new "Feed". """ feed = feed.copy() for table, group in cs.GTFS_REF.groupby("table"): f = getattr(feed, table) if f is Non...
python
def drop_invalid_columns(feed: "Feed") -> "Feed": """ Drop all DataFrame columns of the given "Feed" that are not listed in the GTFS. Return the resulting new "Feed". """ feed = feed.copy() for table, group in cs.GTFS_REF.groupby("table"): f = getattr(feed, table) if f is Non...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/cleaners.py#L249-L267
train
30,474
mrcagney/gtfstk
gtfstk/routes.py
get_routes
def get_routes( feed: "Feed", date: Optional[str] = None, time: Optional[str] = None ) -> DataFrame: """ Return a subset of ``feed.routes`` Parameters ----------- feed : Feed date : string YYYYMMDD date string restricting routes to only those active on the date time : st...
python
def get_routes( feed: "Feed", date: Optional[str] = None, time: Optional[str] = None ) -> DataFrame: """ Return a subset of ``feed.routes`` Parameters ----------- feed : Feed date : string YYYYMMDD date string restricting routes to only those active on the date time : st...
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Return a subset of ``feed.routes`` Parameters ----------- feed : Feed date : string YYYYMMDD date string restricting routes to only those active on the date time : string HH:MM:SS time string, possibly with HH > 23, restricting routes to only those active during the ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/routes.py#L453-L487
train
30,475
mrcagney/gtfstk
gtfstk/routes.py
compute_route_stats
def compute_route_stats( feed: "Feed", trip_stats_subset: DataFrame, dates: List[str], headway_start_time: str = "07:00:00", headway_end_time: str = "19:00:00", *, split_directions: bool = False, ) -> DataFrame: """ Compute route stats for all the trips that lie in the given subset ...
python
def compute_route_stats( feed: "Feed", trip_stats_subset: DataFrame, dates: List[str], headway_start_time: str = "07:00:00", headway_end_time: str = "19:00:00", *, split_directions: bool = False, ) -> DataFrame: """ Compute route stats for all the trips that lie in the given subset ...
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Compute route stats for all the trips that lie in the given subset of trip stats and that start on the given dates. Parameters ---------- feed : Feed trip_stats_subset : DataFrame Slice of the output of :func:`.trips.compute_trip_stats` dates : string or list A YYYYMMDD date str...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/routes.py#L490-L622
train
30,476
mrcagney/gtfstk
gtfstk/routes.py
compute_route_time_series
def compute_route_time_series( feed: "Feed", trip_stats_subset: DataFrame, dates: List[str], freq: str = "5Min", *, split_directions: bool = False, ) -> DataFrame: """ Compute route stats in time series form for the trips that lie in the trip stats subset and that start on the given ...
python
def compute_route_time_series( feed: "Feed", trip_stats_subset: DataFrame, dates: List[str], freq: str = "5Min", *, split_directions: bool = False, ) -> DataFrame: """ Compute route stats in time series form for the trips that lie in the trip stats subset and that start on the given ...
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Compute route stats in time series form for the trips that lie in the trip stats subset and that start on the given dates. Parameters ---------- feed : Feed trip_stats_subset : DataFrame Slice of the output of :func:`.trips.compute_trip_stats` dates : string or list A YYYYMMDD d...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/routes.py#L661-L769
train
30,477
mrcagney/gtfstk
gtfstk/routes.py
build_route_timetable
def build_route_timetable( feed: "Feed", route_id: str, dates: List[str] ) -> DataFrame: """ Return a timetable for the given route and dates. Parameters ---------- feed : Feed route_id : string ID of a route in ``feed.routes`` dates : string or list A YYYYMMDD date stri...
python
def build_route_timetable( feed: "Feed", route_id: str, dates: List[str] ) -> DataFrame: """ Return a timetable for the given route and dates. Parameters ---------- feed : Feed route_id : string ID of a route in ``feed.routes`` dates : string or list A YYYYMMDD date stri...
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Return a timetable for the given route and dates. Parameters ---------- feed : Feed route_id : string ID of a route in ``feed.routes`` dates : string or list A YYYYMMDD date string or list thereof Returns ------- DataFrame The columns are all those in ``feed.tri...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/routes.py#L772-L832
train
30,478
mrcagney/gtfstk
gtfstk/routes.py
route_to_geojson
def route_to_geojson( feed: "Feed", route_id: str, date: Optional[str] = None, *, include_stops: bool = False, ) -> Dict: """ Return a GeoJSON rendering of the route and, optionally, its stops. Parameters ---------- feed : Feed route_id : string ID of a route in ``fe...
python
def route_to_geojson( feed: "Feed", route_id: str, date: Optional[str] = None, *, include_stops: bool = False, ) -> Dict: """ Return a GeoJSON rendering of the route and, optionally, its stops. Parameters ---------- feed : Feed route_id : string ID of a route in ``fe...
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Return a GeoJSON rendering of the route and, optionally, its stops. Parameters ---------- feed : Feed route_id : string ID of a route in ``feed.routes`` date : string YYYYMMDD date string restricting the output to trips active on the date include_stops : boolean ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/routes.py#L835-L916
train
30,479
mrcagney/gtfstk
gtfstk/shapes.py
build_geometry_by_shape
def build_geometry_by_shape( feed: "Feed", shape_ids: Optional[List[str]] = None, *, use_utm: bool = False, ) -> Dict: """ Return a dictionary with structure shape_id -> Shapely LineString of shape. Parameters ---------- feed : Feed shape_ids : list IDs of shapes in ...
python
def build_geometry_by_shape( feed: "Feed", shape_ids: Optional[List[str]] = None, *, use_utm: bool = False, ) -> Dict: """ Return a dictionary with structure shape_id -> Shapely LineString of shape. Parameters ---------- feed : Feed shape_ids : list IDs of shapes in ...
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Return a dictionary with structure shape_id -> Shapely LineString of shape. Parameters ---------- feed : Feed shape_ids : list IDs of shapes in ``feed.shapes`` to restrict output to; return all shapes if ``None``. use_utm : boolean If ``True``, then use local UTM coordin...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/shapes.py#L20-L76
train
30,480
mrcagney/gtfstk
gtfstk/shapes.py
append_dist_to_shapes
def append_dist_to_shapes(feed: "Feed") -> "Feed": """ Calculate and append the optional ``shape_dist_traveled`` field in ``feed.shapes`` in terms of the distance units ``feed.dist_units``. Return the resulting Feed. Notes ----- - As a benchmark, using this function on `this Portland feed ...
python
def append_dist_to_shapes(feed: "Feed") -> "Feed": """ Calculate and append the optional ``shape_dist_traveled`` field in ``feed.shapes`` in terms of the distance units ``feed.dist_units``. Return the resulting Feed. Notes ----- - As a benchmark, using this function on `this Portland feed ...
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Calculate and append the optional ``shape_dist_traveled`` field in ``feed.shapes`` in terms of the distance units ``feed.dist_units``. Return the resulting Feed. Notes ----- - As a benchmark, using this function on `this Portland feed <https://transitfeeds.com/p/trimet/43/1400947517>`_ ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/shapes.py#L158-L210
train
30,481
mrcagney/gtfstk
gtfstk/shapes.py
geometrize_shapes
def geometrize_shapes( shapes: DataFrame, *, use_utm: bool = False ) -> DataFrame: """ Given a GTFS shapes DataFrame, convert it to a GeoPandas GeoDataFrame and return the result. The result has a ``'geometry'`` column of WGS84 LineStrings instead of the columns ``'shape_pt_sequence'``, ``'shape...
python
def geometrize_shapes( shapes: DataFrame, *, use_utm: bool = False ) -> DataFrame: """ Given a GTFS shapes DataFrame, convert it to a GeoPandas GeoDataFrame and return the result. The result has a ``'geometry'`` column of WGS84 LineStrings instead of the columns ``'shape_pt_sequence'``, ``'shape...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/shapes.py#L213-L247
train
30,482
mrcagney/gtfstk
gtfstk/helpers.py
get_segment_length
def get_segment_length( linestring: LineString, p: Point, q: Optional[Point] = None ) -> float: """ Given a Shapely linestring and two Shapely points, project the points onto the linestring, and return the distance along the linestring between the two points. If ``q is None``, then return the di...
python
def get_segment_length( linestring: LineString, p: Point, q: Optional[Point] = None ) -> float: """ Given a Shapely linestring and two Shapely points, project the points onto the linestring, and return the distance along the linestring between the two points. If ``q is None``, then return the di...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/helpers.py#L117-L135
train
30,483
mrcagney/gtfstk
gtfstk/helpers.py
get_convert_dist
def get_convert_dist( dist_units_in: str, dist_units_out: str ) -> Callable[[float], float]: """ Return a function of the form distance in the units ``dist_units_in`` -> distance in the units ``dist_units_out`` Only supports distance units in :const:`constants.DIST_UNITS`. """ di, ...
python
def get_convert_dist( dist_units_in: str, dist_units_out: str ) -> Callable[[float], float]: """ Return a function of the form distance in the units ``dist_units_in`` -> distance in the units ``dist_units_out`` Only supports distance units in :const:`constants.DIST_UNITS`. """ di, ...
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Return a function of the form distance in the units ``dist_units_in`` -> distance in the units ``dist_units_out`` Only supports distance units in :const:`constants.DIST_UNITS`.
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/helpers.py#L187-L209
train
30,484
mrcagney/gtfstk
gtfstk/helpers.py
almost_equal
def almost_equal(f: DataFrame, g: DataFrame) -> bool: """ Return ``True`` if and only if the given DataFrames are equal after sorting their columns names, sorting their values, and reseting their indices. """ if f.empty or g.empty: return f.equals(g) else: # Put in canonical ...
python
def almost_equal(f: DataFrame, g: DataFrame) -> bool: """ Return ``True`` if and only if the given DataFrames are equal after sorting their columns names, sorting their values, and reseting their indices. """ if f.empty or g.empty: return f.equals(g) else: # Put in canonical ...
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Return ``True`` if and only if the given DataFrames are equal after sorting their columns names, sorting their values, and reseting their indices.
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/helpers.py#L212-L232
train
30,485
mrcagney/gtfstk
gtfstk/helpers.py
linestring_to_utm
def linestring_to_utm(linestring: LineString) -> LineString: """ Given a Shapely LineString in WGS84 coordinates, convert it to the appropriate UTM coordinates. If ``inverse``, then do the inverse. """ proj = lambda x, y: utm.from_latlon(y, x)[:2] return transform(proj, linestring)
python
def linestring_to_utm(linestring: LineString) -> LineString: """ Given a Shapely LineString in WGS84 coordinates, convert it to the appropriate UTM coordinates. If ``inverse``, then do the inverse. """ proj = lambda x, y: utm.from_latlon(y, x)[:2] return transform(proj, linestring)
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/helpers.py#L270-L277
train
30,486
mrcagney/gtfstk
gtfstk/helpers.py
get_active_trips_df
def get_active_trips_df(trip_times: DataFrame) -> DataFrame: """ Count the number of trips in ``trip_times`` that are active at any given time. Parameters ---------- trip_times : DataFrame Contains columns - start_time: start time of the trip in seconds past midnight - ...
python
def get_active_trips_df(trip_times: DataFrame) -> DataFrame: """ Count the number of trips in ``trip_times`` that are active at any given time. Parameters ---------- trip_times : DataFrame Contains columns - start_time: start time of the trip in seconds past midnight - ...
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Count the number of trips in ``trip_times`` that are active at any given time. Parameters ---------- trip_times : DataFrame Contains columns - start_time: start time of the trip in seconds past midnight - end_time: end time of the trip in seconds past midnight Returns ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/helpers.py#L280-L312
train
30,487
mrcagney/gtfstk
gtfstk/helpers.py
combine_time_series
def combine_time_series( time_series_dict: Dict, kind: str, *, split_directions: bool = False ) -> DataFrame: """ Combine the many time series DataFrames in the given dictionary into one time series DataFrame with hierarchical columns. Parameters ---------- time_series_dict : dictionary ...
python
def combine_time_series( time_series_dict: Dict, kind: str, *, split_directions: bool = False ) -> DataFrame: """ Combine the many time series DataFrames in the given dictionary into one time series DataFrame with hierarchical columns. Parameters ---------- time_series_dict : dictionary ...
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Combine the many time series DataFrames in the given dictionary into one time series DataFrame with hierarchical columns. Parameters ---------- time_series_dict : dictionary Has the form string -> time series kind : string ``'route'`` or ``'stop'`` split_directions : boolean ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/helpers.py#L315-L379
train
30,488
mrcagney/gtfstk
gtfstk/stops.py
compute_stop_stats_base
def compute_stop_stats_base( stop_times_subset: DataFrame, trip_subset: DataFrame, headway_start_time: str = "07:00:00", headway_end_time: str = "19:00:00", *, split_directions: bool = False, ) -> DataFrame: """ Given a subset of a stop times DataFrame and a subset of a trips DataFra...
python
def compute_stop_stats_base( stop_times_subset: DataFrame, trip_subset: DataFrame, headway_start_time: str = "07:00:00", headway_end_time: str = "19:00:00", *, split_directions: bool = False, ) -> DataFrame: """ Given a subset of a stop times DataFrame and a subset of a trips DataFra...
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Given a subset of a stop times DataFrame and a subset of a trips DataFrame, return a DataFrame that provides summary stats about the stops in the inner join of the two DataFrames. Parameters ---------- stop_times_subset : DataFrame A valid GTFS stop times table trip_subset : DataFrame ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/stops.py#L32-L152
train
30,489
mrcagney/gtfstk
gtfstk/stops.py
compute_stop_time_series_base
def compute_stop_time_series_base( stop_times_subset: DataFrame, trip_subset: DataFrame, freq: str = "5Min", date_label: str = "20010101", *, split_directions: bool = False, ) -> DataFrame: """ Given a subset of a stop times DataFrame and a subset of a trips DataFrame, return a DataF...
python
def compute_stop_time_series_base( stop_times_subset: DataFrame, trip_subset: DataFrame, freq: str = "5Min", date_label: str = "20010101", *, split_directions: bool = False, ) -> DataFrame: """ Given a subset of a stop times DataFrame and a subset of a trips DataFrame, return a DataF...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
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train
30,490
mrcagney/gtfstk
gtfstk/stops.py
get_stops
def get_stops( feed: "Feed", date: Optional[str] = None, trip_id: Optional[str] = None, route_id: Optional[str] = None, *, in_stations: bool = False, ) -> DataFrame: """ Return a section of ``feed.stops``. Parameters ----------- feed : Feed date : string YYYYMMDD...
python
def get_stops( feed: "Feed", date: Optional[str] = None, trip_id: Optional[str] = None, route_id: Optional[str] = None, *, in_stations: bool = False, ) -> DataFrame: """ Return a section of ``feed.stops``. Parameters ----------- feed : Feed date : string YYYYMMDD...
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Return a section of ``feed.stops``. Parameters ----------- feed : Feed date : string YYYYMMDD string; restricts the output to stops active (visited by trips) on the date trip_id : string ID of a trip in ``feed.trips``; restricts output to stops visited by the trip ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/stops.py#L273-L331
train
30,491
mrcagney/gtfstk
gtfstk/stops.py
build_geometry_by_stop
def build_geometry_by_stop( feed: "Feed", stop_ids: Optional[List[str]] = None, *, use_utm: bool = False, ) -> Dict: """ Return a dictionary with the structure stop_id -> Shapely Point with coordinates of the stop. Parameters ---------- feed : Feed use_utm : boolean ...
python
def build_geometry_by_stop( feed: "Feed", stop_ids: Optional[List[str]] = None, *, use_utm: bool = False, ) -> Dict: """ Return a dictionary with the structure stop_id -> Shapely Point with coordinates of the stop. Parameters ---------- feed : Feed use_utm : boolean ...
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Return a dictionary with the structure stop_id -> Shapely Point with coordinates of the stop. Parameters ---------- feed : Feed use_utm : boolean If ``True``, then return each point in UTM coordinates appropriate to the region; otherwise use the default WGS84 coordinates ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/stops.py#L334-L382
train
30,492
mrcagney/gtfstk
gtfstk/stops.py
compute_stop_stats
def compute_stop_stats( feed: "Feed", dates: List[str], stop_ids: Optional[List[str]] = None, headway_start_time: str = "07:00:00", headway_end_time: str = "19:00:00", *, split_directions: bool = False, ) -> DataFrame: """ Compute stats for all stops for the given dates. Optional...
python
def compute_stop_stats( feed: "Feed", dates: List[str], stop_ids: Optional[List[str]] = None, headway_start_time: str = "07:00:00", headway_end_time: str = "19:00:00", *, split_directions: bool = False, ) -> DataFrame: """ Compute stats for all stops for the given dates. Optional...
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Compute stats for all stops for the given dates. Optionally, restrict to the stop IDs given. Parameters ---------- feed : Feed dates : string or list A YYYYMMDD date string or list thereof indicating the date(s) for which to compute stats stop_ids : list Optional list of...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/stops.py#L439-L578
train
30,493
mrcagney/gtfstk
gtfstk/stops.py
build_stop_timetable
def build_stop_timetable( feed: "Feed", stop_id: str, dates: List[str] ) -> DataFrame: """ Return a DataFrame containing the timetable for the given stop ID and dates. Parameters ---------- feed : Feed stop_id : string ID of the stop for which to build the timetable dates : ...
python
def build_stop_timetable( feed: "Feed", stop_id: str, dates: List[str] ) -> DataFrame: """ Return a DataFrame containing the timetable for the given stop ID and dates. Parameters ---------- feed : Feed stop_id : string ID of the stop for which to build the timetable dates : ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/stops.py#L738-L786
train
30,494
mrcagney/gtfstk
gtfstk/stops.py
get_stops_in_polygon
def get_stops_in_polygon( feed: "Feed", polygon: Polygon, geo_stops=None ) -> DataFrame: """ Return the slice of ``feed.stops`` that contains all stops that lie within the given Shapely Polygon object that is specified in WGS84 coordinates. Parameters ---------- feed : Feed polygon ...
python
def get_stops_in_polygon( feed: "Feed", polygon: Polygon, geo_stops=None ) -> DataFrame: """ Return the slice of ``feed.stops`` that contains all stops that lie within the given Shapely Polygon object that is specified in WGS84 coordinates. Parameters ---------- feed : Feed polygon ...
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Return the slice of ``feed.stops`` that contains all stops that lie within the given Shapely Polygon object that is specified in WGS84 coordinates. Parameters ---------- feed : Feed polygon : Shapely Polygon Specified in WGS84 coordinates geo_stops : Geopandas GeoDataFrame A...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/stops.py#L789-L829
train
30,495
mrcagney/gtfstk
gtfstk/stops.py
geometrize_stops
def geometrize_stops(stops: List[str], *, use_utm: bool = False) -> DataFrame: """ Given a stops DataFrame, convert it to a GeoPandas GeoDataFrame and return the result. Parameters ---------- stops : DataFrame A GTFS stops table use_utm : boolean If ``True``, then convert th...
python
def geometrize_stops(stops: List[str], *, use_utm: bool = False) -> DataFrame: """ Given a stops DataFrame, convert it to a GeoPandas GeoDataFrame and return the result. Parameters ---------- stops : DataFrame A GTFS stops table use_utm : boolean If ``True``, then convert th...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/stops.py#L832-L874
train
30,496
mrcagney/gtfstk
gtfstk/stops.py
map_stops
def map_stops( feed: "Feed", stop_ids: List[str], stop_style: Dict = STOP_STYLE ): """ Return a Folium map showing the given stops. Parameters ---------- feed : Feed stop_ids : list IDs of trips in ``feed.stops`` stop_style: dictionary Folium CircleMarker parameters to u...
python
def map_stops( feed: "Feed", stop_ids: List[str], stop_style: Dict = STOP_STYLE ): """ Return a Folium map showing the given stops. Parameters ---------- feed : Feed stop_ids : list IDs of trips in ``feed.stops`` stop_style: dictionary Folium CircleMarker parameters to u...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/stops.py#L905-L961
train
30,497
mrcagney/gtfstk
gtfstk/calendar.py
get_dates
def get_dates(feed: "Feed", *, as_date_obj: bool = False) -> List[str]: """ Return a list of dates for which the given "Feed" is valid, which could be the empty list if the "Feed" has no calendar information. Parameters ---------- feed : "Feed" as_date_obj : boolean If ``True``, the...
python
def get_dates(feed: "Feed", *, as_date_obj: bool = False) -> List[str]: """ Return a list of dates for which the given "Feed" is valid, which could be the empty list if the "Feed" has no calendar information. Parameters ---------- feed : "Feed" as_date_obj : boolean If ``True``, the...
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Return a list of dates for which the given "Feed" is valid, which could be the empty list if the "Feed" has no calendar information. Parameters ---------- feed : "Feed" as_date_obj : boolean If ``True``, then return the dates as ``datetime.date`` objects; otherwise return them as st...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/calendar.py#L14-L57
train
30,498
mrcagney/gtfstk
gtfstk/feed.py
write_gtfs
def write_gtfs(feed: "Feed", path: Path, ndigits: int = 6) -> None: """ Export the given feed to the given path. If the path end in '.zip', then write the feed as a zip archive. Otherwise assume the path is a directory, and write the feed as a collection of CSV files to that directory, creating the ...
python
def write_gtfs(feed: "Feed", path: Path, ndigits: int = 6) -> None: """ Export the given feed to the given path. If the path end in '.zip', then write the feed as a zip archive. Otherwise assume the path is a directory, and write the feed as a collection of CSV files to that directory, creating the ...
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c91494e6fefc02523889655a0dc92d1c0eee8d03
https://github.com/mrcagney/gtfstk/blob/c91494e6fefc02523889655a0dc92d1c0eee8d03/gtfstk/feed.py#L424-L466
train
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