sentence1 stringlengths 52 3.87M | sentence2 stringlengths 1 47.2k | label stringclasses 1
value |
|---|---|---|
def items(self) -> Tuple[Tuple[str, "Package"], ...]: # type: ignore
"""
Return an iterable containing package name and
corresponding `Package` instance that are available.
"""
item_dict = {
name: self.build_dependencies.get(name) for name in self.build_dependencies
... | Return an iterable containing package name and
corresponding `Package` instance that are available. | entailment |
def values(self) -> List["Package"]: # type: ignore
"""
Return an iterable of the available `Package` instances.
"""
values = [self.build_dependencies.get(name) for name in self.build_dependencies]
return values | Return an iterable of the available `Package` instances. | entailment |
def get_dependency_package(
self, package_name: str
) -> "Package": # type: ignore # noqa: F821
"""
Return the dependency Package for a given package name.
"""
self._validate_name(package_name)
return self.build_dependencies.get(package_name) | Return the dependency Package for a given package name. | entailment |
def add(app: web.Application,
feature: Any,
key: Hashable = None,
exist_ok: bool = False
):
"""
Adds a new feature to the app.
Features can either be registered as the default feature for the class,
or be given an explicit name.
Args:
app (web.Application):
... | Adds a new feature to the app.
Features can either be registered as the default feature for the class,
or be given an explicit name.
Args:
app (web.Application):
The current Aiohttp application.
feature (Any):
The new feature that should be registered.
... | entailment |
def get(app: web.Application,
feature_type: Type[Any] = None,
key: Hashable = None
) -> Any:
"""
Finds declared feature.
Identification is done based on feature type and key.
Args:
app (web.Application):
The current Aiohttp application.
feature_type ... | Finds declared feature.
Identification is done based on feature type and key.
Args:
app (web.Application):
The current Aiohttp application.
feature_type (Type[Any]):
The Python type of the desired feature.
If specified, it will be checked against the found f... | entailment |
def validate_minimal_contract_factory_data(contract_data: Dict[str, str]) -> None:
"""
Validate that contract data in a package contains at least an "abi" and
"deployment_bytecode" necessary to generate a deployable contract factory.
"""
if not all(key in contract_data.keys() for key in ("abi", "dep... | Validate that contract data in a package contains at least an "abi" and
"deployment_bytecode" necessary to generate a deployable contract factory. | entailment |
def generate_contract_factory_kwargs(
contract_data: Dict[str, Any]
) -> Generator[Tuple[str, Any], None, None]:
"""
Build a dictionary of kwargs to be passed into contract factory.
"""
if "abi" in contract_data:
yield "abi", contract_data["abi"]
if "deployment_bytecode" in contract_dat... | Build a dictionary of kwargs to be passed into contract factory. | entailment |
async def post_publish(request):
"""
---
tags:
- Events
summary: Publish event.
description: Publish a new event message to the event bus.
operationId: events.publish
produces:
- text/plain
parameters:
-
in: body
name: body
description: Event message
... | ---
tags:
- Events
summary: Publish event.
description: Publish a new event message to the event bus.
operationId: events.publish
produces:
- text/plain
parameters:
-
in: body
name: body
description: Event message
required: true
schema:
... | entailment |
async def post_subscribe(request):
"""
---
tags:
- Events
summary: Subscribe to events.
operationId: events.subscribe
produces:
- text/plain
parameters:
-
in: body
name: body
description: Event message
required: true
schema:
typ... | ---
tags:
- Events
summary: Subscribe to events.
operationId: events.subscribe
produces:
- text/plain
parameters:
-
in: body
name: body
description: Event message
required: true
schema:
type: object
properties:
... | entailment |
async def _relay(self,
channel: aioamqp.channel.Channel,
body: str,
envelope: aioamqp.envelope.Envelope,
properties: aioamqp.properties.Properties):
"""Relays incoming messages between the queue and the user callback"""
... | Relays incoming messages between the queue and the user callback | entailment |
def _lazy_listen(self):
"""
Ensures that the listener task only runs when actually needed.
This function is a no-op if any of the preconditions is not met.
Preconditions are:
* The application is running (self._loop is set)
* The task is not already running
* The... | Ensures that the listener task only runs when actually needed.
This function is a no-op if any of the preconditions is not met.
Preconditions are:
* The application is running (self._loop is set)
* The task is not already running
* There are subscriptions: either pending, or act... | entailment |
def subscribe(self,
exchange_name: str,
routing: str,
exchange_type: ExchangeType_ = 'topic',
on_message: EVENT_CALLBACK_ = None
) -> EventSubscription:
"""Adds a new event subscription to the listener.
Actual que... | Adds a new event subscription to the listener.
Actual queue declaration to the remote message server is done when connected.
If the listener is not currently connected, it defers declaration.
All existing subscriptions are redeclared on the remote if `EventListener`
loses and recreates... | entailment |
async def publish(self,
exchange: str,
routing: str,
message: Union[str, dict],
exchange_type: ExchangeType_ = 'topic'):
"""
Publish a new event message.
Connections are created automatically when calling `p... | Publish a new event message.
Connections are created automatically when calling `publish()`,
and will attempt to reconnect if connection was lost.
For more information on publishing AMQP messages,
see https://www.rabbitmq.com/tutorials/tutorial-three-python.html
Args:
... | entailment |
def is_ens_domain(authority: str) -> bool:
"""
Return false if authority is not a valid ENS domain.
"""
# check that authority ends with the tld '.eth'
# check that there are either 2 or 3 subdomains in the authority
# i.e. zeppelinos.eth or packages.zeppelinos.eth
if authority[-4:] != ".eth... | Return false if authority is not a valid ENS domain. | entailment |
def splitPrefix(name):
"""
Split the name into a tuple (I{prefix}, I{name}). The first element in
the tuple is I{None} when the name does't have a prefix.
@param name: A node name containing an optional prefix.
@type name: basestring
@return: A tuple containing the (2) parts of I{name}
@rty... | Split the name into a tuple (I{prefix}, I{name}). The first element in
the tuple is I{None} when the name does't have a prefix.
@param name: A node name containing an optional prefix.
@type name: basestring
@return: A tuple containing the (2) parts of I{name}
@rtype: (I{prefix}, I{name}) | entailment |
def unwrap(self, d, item):
""" translate (unwrap) using an optional wrapper function """
nopt = ( lambda x: x )
try:
md = d.__metadata__
pmd = getattr(md, '__print__', None)
if pmd is None:
return item
wrappers = getattr(pmd, 'wrapp... | translate (unwrap) using an optional wrapper function | entailment |
def exclude(self, d, item):
""" check metadata for excluded items """
try:
md = d.__metadata__
pmd = getattr(md, '__print__', None)
if pmd is None:
return False
excludes = getattr(pmd, 'excludes', [])
return ( item[0] in exclude... | check metadata for excluded items | entailment |
def mangle(self, name, x):
"""
Mangle the name by hashing the I{name} and appending I{x}.
@return: the mangled name.
"""
h = abs(hash(name))
return '%s-%s' % (h, x) | Mangle the name by hashing the I{name} and appending I{x}.
@return: the mangled name. | entailment |
def find(self, name, resolved=True):
"""
Get the definition object for the schema object by name.
@param name: The name of a schema object.
@type name: basestring
@param resolved: A flag indicating that the fully resolved type
should be returned.
@type resolve... | Get the definition object for the schema object by name.
@param name: The name of a schema object.
@type name: basestring
@param resolved: A flag indicating that the fully resolved type
should be returned.
@type resolved: boolean
@return: The found schema I{type}
... | entailment |
def push(self, x):
"""
Push an I{object} onto the stack.
@param x: An object to push.
@type x: L{Frame}
@return: The pushed frame.
@rtype: L{Frame}
"""
if isinstance(x, Frame):
frame = x
else:
frame = Frame(x)
self.s... | Push an I{object} onto the stack.
@param x: An object to push.
@type x: L{Frame}
@return: The pushed frame.
@rtype: L{Frame} | entailment |
def pop(self):
"""
Pop the frame at the top of the stack.
@return: The popped frame, else None.
@rtype: L{Frame}
"""
if len(self.stack):
popped = self.stack.pop()
#log.debug('pop: (%s)\n%s', Repr(popped), Repr(self.stack))
return ... | Pop the frame at the top of the stack.
@return: The popped frame, else None.
@rtype: L{Frame} | entailment |
def getchild(self, name, parent):
""" get a child by name """
#log.debug('searching parent (%s) for (%s)', Repr(parent), name)
if name.startswith('@'):
return parent.get_attribute(name[1:])
else:
return parent.get_child(name) | get a child by name | entailment |
def query(self, name, node):
""" blindly query the schema by name """
#log.debug('searching schema for (%s)', name)
qref = qualify(name, node, node.namespace())
query = BlindQuery(qref)
result = query.execute(self.schema)
return (result, []) | blindly query the schema by name | entailment |
def query(self, name):
""" blindly query the schema by name """
#log.debug('searching schema for (%s)', name)
schema = self.schema
wsdl = self.wsdl()
if wsdl is None:
qref = qualify(name, schema.root, schema.tns)
else:
qref = qualify(name, wsdl.roo... | blindly query the schema by name | entailment |
def resolvesoapbody(self, definitions, op):
"""
Resolve soap body I{message} parts by
cross-referencing with operation defined in port type.
@param definitions: A definitions object.
@type definitions: L{Definitions}
@param op: An I{operation} object.
@type op: I... | Resolve soap body I{message} parts by
cross-referencing with operation defined in port type.
@param definitions: A definitions object.
@type definitions: L{Definitions}
@param op: An I{operation} object.
@type op: I{operation} | entailment |
def resolveheaders(self, definitions, op):
"""
Resolve soap header I{message} references.
@param definitions: A definitions object.
@type definitions: L{Definitions}
@param op: An I{operation} object.
@type op: I{operation}
"""
soap = op.soap
heade... | Resolve soap header I{message} references.
@param definitions: A definitions object.
@type definitions: L{Definitions}
@param op: An I{operation} object.
@type op: I{operation} | entailment |
def resolvefaults(self, definitions, op):
"""
Resolve soap fault I{message} references by
cross-referencing with operation defined in port type.
@param definitions: A definitions object.
@type definitions: L{Definitions}
@param op: An I{operation} object.
@type op... | Resolve soap fault I{message} references by
cross-referencing with operation defined in port type.
@param definitions: A definitions object.
@type definitions: L{Definitions}
@param op: An I{operation} object.
@type op: I{operation} | entailment |
def find(self, location):
"""
Find the specified location in the store.
@param location: The I{location} part of a URL.
@type location: str
@return: An input stream to the document.
@rtype: StringIO
"""
try:
content = self.store[location]
... | Find the specified location in the store.
@param location: The I{location} part of a URL.
@type location: str
@return: An input stream to the document.
@rtype: StringIO | entailment |
def publictypes(self):
""" get all public types """
for t in self.wsdl.schema.types.values():
if t in self.params: continue
if t in self.types: continue
item = (t, t)
self.types.append(item)
tc = lambda x,y: cmp(x[0].name, y[0].name)
self.t... | get all public types | entailment |
def encode(self, s):
"""
Encode special characters found in string I{s}.
@param s: A string to encode.
@type s: str
@return: The encoded string.
@rtype: str
"""
if isinstance(s, basestring) and self.needsEncoding(s):
for x in self.encodings:
... | Encode special characters found in string I{s}.
@param s: A string to encode.
@type s: str
@return: The encoded string.
@rtype: str | entailment |
def decode(self, s):
"""
Decode special characters encodings found in string I{s}.
@param s: A string to decode.
@type s: str
@return: The decoded string.
@rtype: str
"""
if isinstance(s, basestring) and '&' in s:
for x in self.decodings:
... | Decode special characters encodings found in string I{s}.
@param s: A string to decode.
@type s: str
@return: The decoded string.
@rtype: str | entailment |
def parse(self, file=None, string=None):
"""
SAX parse XML text.
@param file: Parse a python I{file-like} object.
@type file: I{file-like} object.
@param string: Parse string XML.
@type string: str
"""
timer = metrics.Timer()
timer.start()
... | SAX parse XML text.
@param file: Parse a python I{file-like} object.
@type file: I{file-like} object.
@param string: Parse string XML.
@type string: str | entailment |
def get_message(self, method, args, kwargs, options=None):
"""
Get the soap message for the specified method, args and soapheaders.
This is the entry point for creating the outbound soap message.
@param method: The method being invoked.
@type method: I{service.Method}
@pa... | Get the soap message for the specified method, args and soapheaders.
This is the entry point for creating the outbound soap message.
@param method: The method being invoked.
@type method: I{service.Method}
@param args: A list of args for the method invoked.
@type args: list
... | entailment |
def invoke(self, args, kwargs):
"""
Send the required soap message to invoke the specified method
@param args: A list of args for the method invoked.
@type args: list
@param kwargs: Named (keyword) args for the method invoked.
@type kwargs: dict
@return: The resul... | Send the required soap message to invoke the specified method
@param args: A list of args for the method invoked.
@type args: list
@param kwargs: Named (keyword) args for the method invoked.
@type kwargs: dict
@return: The result of the method invocation.
@rtype: I{builti... | entailment |
def send(self, soapenv):
"""
Send soap message.
@param soapenv: A soap envelope to send.
@type soapenv: L{Document}
@return: The reply to the sent message.
@rtype: I{builtin} or I{subclass of} L{Object}
"""
result = None
location = self.location()
... | Send soap message.
@param soapenv: A soap envelope to send.
@type soapenv: L{Document}
@return: The reply to the sent message.
@rtype: I{builtin} or I{subclass of} L{Object} | entailment |
def headers(self):
"""
Get http headers or the http/https request.
@return: A dictionary of header/values.
@rtype: dict
"""
action = self.method.soap.action
stock = { 'Content-Type' : 'text/xml; charset=utf-8', 'SOAPAction': action }
result = dict(stock, *... | Get http headers or the http/https request.
@return: A dictionary of header/values.
@rtype: dict | entailment |
def succeeded(self, binding, reply):
"""
Request succeeded, process the reply
@param binding: The binding to be used to process the reply.
@type binding: L{bindings.binding.Binding}
@param reply: The raw reply text.
@type reply: str
@return: The method result.
... | Request succeeded, process the reply
@param binding: The binding to be used to process the reply.
@type binding: L{bindings.binding.Binding}
@param reply: The raw reply text.
@type reply: str
@return: The method result.
@rtype: I{builtin}, L{Object}
@raise WebFaul... | entailment |
def failed(self, binding, error):
"""
Request failed, process reply based on reason
@param binding: The binding to be used to process the reply.
@type binding: L{suds.bindings.binding.Binding}
@param error: The http error message
@type error: L{transport.TransportError}
... | Request failed, process reply based on reason
@param binding: The binding to be used to process the reply.
@type binding: L{suds.bindings.binding.Binding}
@param error: The http error message
@type error: L{transport.TransportError} | entailment |
def _get_line_no_from_comments(py_line):
"""Return the line number parsed from the comment or 0."""
matched = LINECOL_COMMENT_RE.match(py_line)
if matched:
return int(matched.group(1))
else:
return 0 | Return the line number parsed from the comment or 0. | entailment |
def _find_bounds(py_line_no, py_by_line_no, cheetah_by_line_no):
"""Searches before and after in the python source to find comments which
denote cheetah line numbers. If a lower bound is not found, 0 is
substituted. If an upper bound is not found, len(cheetah lines) is
returned. The result is a lower... | Searches before and after in the python source to find comments which
denote cheetah line numbers. If a lower bound is not found, 0 is
substituted. If an upper bound is not found, len(cheetah lines) is
returned. The result is a lower-inclusive upper-exclusive range:
[..., ...) | entailment |
def _find_fuzzy_line(
py_line_no, py_by_line_no, cheetah_by_line_no, prefer_first
):
"""Attempt to fuzzily find matching lines."""
stripped_line = _fuzz_py_line(py_by_line_no[py_line_no])
cheetah_lower_bound, cheetah_upper_bound = _find_bounds(
py_line_no, py_by_line_no, cheetah_by_line_no,
... | Attempt to fuzzily find matching lines. | entailment |
def perform_step(file_contents, step):
"""Performs a step of the transformation.
:param text file_contents: Contends of the cheetah template
:param function step: Function taking xmldoc and returning new contents
:returns: new contents of the file.
"""
assert type(file_contents) is not bytes
... | Performs a step of the transformation.
:param text file_contents: Contends of the cheetah template
:param function step: Function taking xmldoc and returning new contents
:returns: new contents of the file. | entailment |
def _get_sender(*sender_params, **kwargs):
"""
Utility function acting as a Sender factory - ensures senders don't get
created twice of more for the same target server
"""
notify_func = kwargs['notify_func']
with _sender_instances_lock:
existing_sender = _sender_instances.get(sender_para... | Utility function acting as a Sender factory - ensures senders don't get
created twice of more for the same target server | entailment |
def terminate():
"""
Stops all the active Senders by flushing the buffers and closing the
underlying sockets
"""
with _sender_instances_lock:
for sender_key, sender in _sender_instances.items():
sender.close()
_sender_instances.clear() | Stops all the active Senders by flushing the buffers and closing the
underlying sockets | entailment |
def _format_event(self, orig_event, external_metadata=None):
"""
Format the event to the expected Alooma format, packing it into a
message field and adding metadata
:param orig_event: The original event that was sent, should be
dict, str or unic... | Format the event to the expected Alooma format, packing it into a
message field and adding metadata
:param orig_event: The original event that was sent, should be
dict, str or unicode.
:param external_metadata: (Optional) a dict containing metadata to ... | entailment |
def report(self, event, metadata=None, block=None):
"""
Reports an event to Alooma by formatting it properly and placing it in
the buffer to be sent by the Sender instance
:param event: A dict / string representing an event
:param metadata: (Optional) A dict with extra metadat... | Reports an event to Alooma by formatting it properly and placing it in
the buffer to be sent by the Sender instance
:param event: A dict / string representing an event
:param metadata: (Optional) A dict with extra metadata to be attached to
the event
:param bl... | entailment |
def report_many(self, event_list, metadata=None, block=None):
"""
Reports all the given events to Alooma by formatting them properly and
placing them in the buffer to be sent by the Sender instance
:param event_list: A list of dicts / strings representing events
:param metadata: ... | Reports all the given events to Alooma by formatting them properly and
placing them in the buffer to be sent by the Sender instance
:param event_list: A list of dicts / strings representing events
:param metadata: (Optional) A dict with extra metadata to be attached to
t... | entailment |
def _notify(self, log_level, message):
"""
Calls the callback function and logs messages using the PySDK logger
:param log_level: An integer representing the log level, as specified
in the Python `logging` library
:param message: The actual message to be sent ... | Calls the callback function and logs messages using the PySDK logger
:param log_level: An integer representing the log level, as specified
in the Python `logging` library
:param message: The actual message to be sent to the logger and the
`callback` ... | entailment |
def _choose_host(self):
"""
This method randomly chooses a server from the server list given as
a parameter to the parent PythonSDK
:return: The selected host to which the Sender will attempt to
connect
"""
# If a host hasn't been chosen yet or there is o... | This method randomly chooses a server from the server list given as
a parameter to the parent PythonSDK
:return: The selected host to which the Sender will attempt to
connect | entailment |
def _verify_connection(self):
"""
Checks availability of the Alooma server
:return: If the server is reachable, returns True
:raises: If connection fails, raises exceptions.ConnectionFailed
"""
try:
res = self._session.get(self._connection_validation_url, json... | Checks availability of the Alooma server
:return: If the server is reachable, returns True
:raises: If connection fails, raises exceptions.ConnectionFailed | entailment |
def _verify_token(self):
"""
Verifies the validity of the token against the remote server
:return: True if the token is valid, else raises exceptions.BadToken
"""
res = self._session.get(self._token_verification_url)
if not res.ok:
raise exceptions.BadToken(co... | Verifies the validity of the token against the remote server
:return: True if the token is valid, else raises exceptions.BadToken | entailment |
def _send_batch(self, batch):
"""
Sends a batch to the destination server via HTTP REST API
"""
try:
json_batch = '[' + ','.join(batch) + ']' # Make JSON array string
logger.debug(consts.LOG_MSG_SENDING_BATCH, len(batch),
len(json_batch),... | Sends a batch to the destination server via HTTP REST API | entailment |
def _sender_main(self):
"""
Runs on a pysdk_sender_thread and handles sending events to the Alooma
server. Events are sent every <self._batch_interval> seconds or whenever
batch size reaches <self._batch_size>
"""
if not self._http_host:
self._choose_host()
... | Runs on a pysdk_sender_thread and handles sending events to the Alooma
server. Events are sent every <self._batch_interval> seconds or whenever
batch size reaches <self._batch_size> | entailment |
def enqueue_event(self, event, block):
"""
Enqueues an event in the buffer to be sent to the Alooma server
:param event: A dict representing a formatted event to be sent by the
sender
:param block: Whether or not we should block if the event buffer is full
:... | Enqueues an event in the buffer to be sent to the Alooma server
:param event: A dict representing a formatted event to be sent by the
sender
:param block: Whether or not we should block if the event buffer is full
:return: True if the event was enqueued successfully, else F... | entailment |
def __get_event(self, block=True, timeout=1):
"""
Retrieves an event. If self._exceeding_event is not None, it'll be
returned. Otherwise, an event is dequeued from the event buffer. If
The event which was retrieved is bigger than the permitted batch size,
it'll be omitted, and th... | Retrieves an event. If self._exceeding_event is not None, it'll be
returned. Otherwise, an event is dequeued from the event buffer. If
The event which was retrieved is bigger than the permitted batch size,
it'll be omitted, and the next event in the event buffer is returned | entailment |
def get_links(self, request=None):
"""
Return a dictionary containing all the links that should be
included in the API schema.
"""
links = LinkNode()
# Generate (path, method, view) given (path, method, callback).
paths = []
view_endpoints = []
fo... | Return a dictionary containing all the links that should be
included in the API schema. | entailment |
def get_path_fields(self, path, method, view):
"""
Return a list of `coreapi.Field` instances corresponding to any
templated path variables.
"""
model = getattr(getattr(view, 'queryset', None), 'model', None)
fields = []
for variable in uritemplate.variables(path... | Return a list of `coreapi.Field` instances corresponding to any
templated path variables. | entailment |
def get_serializer_class(self, view, method_func):
"""
Try to get the serializer class from view method.
If view method don't have request serializer, fallback to serializer_class on view class
"""
if hasattr(method_func, 'request_serializer'):
return getattr(method_f... | Try to get the serializer class from view method.
If view method don't have request serializer, fallback to serializer_class on view class | entailment |
def fallback_schema_from_field(self, field):
""" Fallback schema for field that isn't inspected properly by DRF
and probably won't land in upstream canon due to its hacky nature only for doc purposes
"""
title = force_text(field.label) if field.label else ''
description = force_t... | Fallback schema for field that isn't inspected properly by DRF
and probably won't land in upstream canon due to its hacky nature only for doc purposes | entailment |
def get_serializer_fields(self, path, method, view, version=None, method_func=None):
"""
Return a list of `coreapi.Field` instances corresponding to any
request body input, as determined by the serializer class.
"""
if method in ('PUT', 'PATCH', 'POST'):
location = 'f... | Return a list of `coreapi.Field` instances corresponding to any
request body input, as determined by the serializer class. | entailment |
def update(self, instance, validated_data):
"""
Update and return an existing `Snippet` instance, given the validated data.
"""
instance.title = validated_data.get('title', instance.title)
instance.code = validated_data.get('code', instance.code)
instance.linenos = valida... | Update and return an existing `Snippet` instance, given the validated data. | entailment |
def _generate_openapi_object(document):
"""
Generates root of the Swagger spec.
"""
parsed_url = urlparse.urlparse(document.url)
swagger = OrderedDict()
swagger['swagger'] = '2.0'
swagger['info'] = OrderedDict()
swagger['info']['title'] = document.title
swagger['info']['description... | Generates root of the Swagger spec. | entailment |
def _get_responses(link):
""" Returns an OpenApi-compliant response
"""
template = link.response_schema
template.update({'description': 'Success'})
res = {200: template}
res.update(link.error_status_codes)
return res | Returns an OpenApi-compliant response | entailment |
def _get_parameters(link, encoding):
"""
Generates Swagger Parameter Item object.
"""
parameters = []
properties = {}
required = []
for field in link.fields:
parser = OpenApiFieldParser(link, field)
if parser.location == 'form':
if encoding in ('multipart/form-da... | Generates Swagger Parameter Item object. | entailment |
def auth_uri(self, redirect_uri=None, scope=None, scope_delim=None,
state=None, **kwargs):
""" Builds the auth URI for the authorization endpoint
:param scope: (optional) The `scope` parameter to pass for
authorization. The format should match that expected by
... | Builds the auth URI for the authorization endpoint
:param scope: (optional) The `scope` parameter to pass for
authorization. The format should match that expected by
the provider (i.e. Facebook expects comma-delimited,
while Google expects space... | entailment |
def request_token(self, parser=None, redirect_uri=None, **kwargs):
""" Request an access token from the token endpoint.
This is largely a helper method and expects the client code to
understand what the server expects. Anything that's passed into
``**kwargs`` will be sent (``urlencode``d... | Request an access token from the token endpoint.
This is largely a helper method and expects the client code to
understand what the server expects. Anything that's passed into
``**kwargs`` will be sent (``urlencode``d) to the endpoint. Client
secret and client ID are automatically includ... | entailment |
def request(self, url, method=None, data=None, headers=None, parser=None):
""" Request user data from the resource endpoint
:param url: The path to the resource and querystring if required
:param method: HTTP method. Defaults to ``GET`` unless data is not None
in which ca... | Request user data from the resource endpoint
:param url: The path to the resource and querystring if required
:param method: HTTP method. Defaults to ``GET`` unless data is not None
in which case it defaults to ``POST``
:param data: Data to be POSTed to the resource endpoi... | entailment |
def build_srcdict(gta, prop):
"""Build a dictionary that maps from source name to the value of a source property
Parameters
----------
gta : `fermipy.GTAnalysis`
The analysis object
prop : str
The name of the property we are mapping
Returns
-------
odict : dict
... | Build a dictionary that maps from source name to the value of a source property
Parameters
----------
gta : `fermipy.GTAnalysis`
The analysis object
prop : str
The name of the property we are mapping
Returns
-------
odict : dict
Dictionary that maps from source ... | entailment |
def get_src_names(gta):
"""Build and return a list of source name
Parameters
----------
gta : `fermipy.GTAnalysis`
The analysis object
Returns
-------
l : list
Names of the source
"""
o = []
for s in gta.roi.sources:
o += [s.name]
return sorted(o) | Build and return a list of source name
Parameters
----------
gta : `fermipy.GTAnalysis`
The analysis object
Returns
-------
l : list
Names of the source | entailment |
def set_wts_get_npred_wt(gta, maskname):
"""Set a weights file and get the weighted npred for all the sources
Parameters
----------
gta : `fermipy.GTAnalysis`
The analysis object
maskname : str
The path to the file with the mask
Returns
-------
odict : dict
... | Set a weights file and get the weighted npred for all the sources
Parameters
----------
gta : `fermipy.GTAnalysis`
The analysis object
maskname : str
The path to the file with the mask
Returns
-------
odict : dict
Dictionary mapping from source name to weighted ... | entailment |
def snapshot(gta, plotter, key, do_weighted=True, make_plots=True):
"""Take a snapshot of the ROI
Parameters
----------
gta : `fermipy.GTAnalysis`
The analysis object
plotter : `fermipy.plotting.AnalysisPlotter`
The object that makes the plots
key : str
Key for this s... | Take a snapshot of the ROI
Parameters
----------
gta : `fermipy.GTAnalysis`
The analysis object
plotter : `fermipy.plotting.AnalysisPlotter`
The object that makes the plots
key : str
Key for this snapshot, used to create filenames
do_weighted : bool
If True, ... | entailment |
def get_unchanged(src_list, npred_dict_new,
npred_dict_old,
npred_threshold=1e4,
frac_threshold=0.9):
"""Compare two dictionarys of npreds, and get the list of sources
than have changed less that set thresholds
Parameters
----------
src_list : ... | Compare two dictionarys of npreds, and get the list of sources
than have changed less that set thresholds
Parameters
----------
src_list : list
List of sources to examine
npred_dict_new : dict
Dictionary mapping source name to npred for the current weights file
npred_dict_old... | entailment |
def run_analysis(self, argv):
"""Run this analysis"""
args = self._parser.parse_args(argv)
if not HAVE_ST:
raise RuntimeError(
"Trying to run fermipy analysis, but don't have ST")
if args.load_baseline:
gta = GTAnalysis.create(args.roi_baseline,
... | Run this analysis | entailment |
def build_job_configs(self, args):
"""Hook to build job configurations
"""
job_configs = {}
# Tweak the batch job args
try:
self._interface._lsf_args.update(dict(n=2))
self._interface._lsf_args.update(dict(R='\"select[rhel60&&!fell] -R span[hosts=1]\"'))
... | Hook to build job configurations | entailment |
def main():
""" Main function for command line usage """
usage = "usage: %(prog)s [options] "
description = "Merge a set of Fermi-LAT files."
parser = argparse.ArgumentParser(usage=usage, description=description)
parser.add_argument('-o', '--output', default=None, type=str,
... | Main function for command line usage | entailment |
def get_native_default_args():
""" Get the correct set of batch jobs arguments.
"""
native_default_args = dict(max_jobs=500,
time_per_cycle=15,
jobs_per_cycle=20,
max_job_age=90,
no_ba... | Get the correct set of batch jobs arguments. | entailment |
def dispatch_job_hook(self, link, key, job_config, logfile, stream=sys.stdout):
"""Send a single job to be executed
Parameters
----------
link : `fermipy.jobs.chain.Link`
The link used to invoke the command we are running
key : str
A string that identif... | Send a single job to be executed
Parameters
----------
link : `fermipy.jobs.chain.Link`
The link used to invoke the command we are running
key : str
A string that identifies this particular instance of the job
job_config : dict
A dictionrar... | entailment |
def log_level(level):
"""This is a function that returns a python like
level from a HEASOFT like level.
"""
levels_dict = {0: 50,
1: 40,
2: 30,
3: 20,
4: 10}
if not isinstance(level, int):
level = int(level)
i... | This is a function that returns a python like
level from a HEASOFT like level. | entailment |
def setup(config=None, logfile=None):
"""This method sets up the default configuration of the
logger. Once this method is called all subsequent instances
Logger instances will inherit this configuration."""
if config is None:
configpath = os.path.join(fermipy.PACKAGE_ROOT, ... | This method sets up the default configuration of the
logger. Once this method is called all subsequent instances
Logger instances will inherit this configuration. | entailment |
def configure(name, logfile, loglevel=logging.DEBUG):
"""Create a python logger instance and configure it.
Parameters
----------
name : str
Logger name.
logfile : str
Path to the log file.
loglevel : int
Default log level for STDOUT.... | Create a python logger instance and configure it.
Parameters
----------
name : str
Logger name.
logfile : str
Path to the log file.
loglevel : int
Default log level for STDOUT. | entailment |
def extract_arguments(args, defaults):
"""Extract a set of arguments from a large dictionary
Parameters
----------
args : dict
Dictionary with the arguments values to use
defaults : dict
Dictionary with all the argument to extract, and default values for each
Returns
----... | Extract a set of arguments from a large dictionary
Parameters
----------
args : dict
Dictionary with the arguments values to use
defaults : dict
Dictionary with all the argument to extract, and default values for each
Returns
-------
out_dict : dict
A dictionary ... | entailment |
def check_files(filelist,
file_stage_manager=None,
return_found=True,
return_missing=True):
"""Check that all files in a list exist
Parameters
----------
filelist : list
The list of files we are checking for.
file_stage_manager : `fermipy.jo... | Check that all files in a list exist
Parameters
----------
filelist : list
The list of files we are checking for.
file_stage_manager : `fermipy.jobs.file_archive.FileStageManager`
A object that maps files to scratch space if needed.
return_found : list
A list with the pat... | entailment |
def add_argument(parser, dest, info):
""" Add an argument to an `argparse.ArgumentParser` object
Parameters
----------
parser : `argparse.ArgumentParser`
The parser in question
dest : str
The destination for the argument
info : `tuple`
The information associated with t... | Add an argument to an `argparse.ArgumentParser` object
Parameters
----------
parser : `argparse.ArgumentParser`
The parser in question
dest : str
The destination for the argument
info : `tuple`
The information associated with the argument in question. | entailment |
def convert_dict_to_option_dict(input_dict):
"""Convert a simple key-value dictionary to a dictionary of options tuples"""
ret_dict = {}
for key, value in input_dict.items():
ret_dict[key] = convert_value_to_option_tuple(value)
return ret_dict | Convert a simple key-value dictionary to a dictionary of options tuples | entailment |
def convert_option_dict_to_dict(option_dict):
"""Convert a dictionary of options tuples to a simple key-value dictionary"""
ret_dict = {}
for key, value in option_dict.items():
if is_null(value):
ret_dict[key] = None
elif isinstance(value, tuple):
ret_dict[key] = valu... | Convert a dictionary of options tuples to a simple key-value dictionary | entailment |
def reduce_by_keys(orig_dict, keys, default=None):
"""Reduce a dictionary by selecting a set of keys """
ret = {}
for key in keys:
ret[key] = orig_dict.get(key, default)
return ret | Reduce a dictionary by selecting a set of keys | entailment |
def construct_docstring(options):
"""Construct a docstring for a set of options"""
s = "\nParameters\n"
s += "----------\n\n"
for key, opt in options.items():
s += "%s : %s\n %s [%s]\n" % (key, str(opt[2]),
str(opt[1]), str(... | Construct a docstring for a set of options | entailment |
def register_class(cls):
"""Regsiter this class in the `LinkFactory` """
if cls.appname in LinkFactory._class_dict:
return
LinkFactory.register(cls.appname, cls) | Regsiter this class in the `LinkFactory` | entailment |
def _fill_argparser(self, parser):
"""Fill an `argparser.ArgumentParser` with the options from this chain
"""
for key, val in self._options.items():
add_argument(parser, key, val) | Fill an `argparser.ArgumentParser` with the options from this chain | entailment |
def _run_argparser(self, argv):
"""Initialize a link with a set of arguments using an `argparser.ArgumentParser`
"""
if self._parser is None:
raise ValueError('Link was not given a parser on initialization')
args = self._parser.parse_args(argv)
self.update_args(args._... | Initialize a link with a set of arguments using an `argparser.ArgumentParser` | entailment |
def _latch_file_info(self):
"""Internal function to update the dictionaries
keeping track of input and output files
"""
self.files.file_dict.clear()
self.files.latch_file_info(self.args) | Internal function to update the dictionaries
keeping track of input and output files | entailment |
def _update_sub_file_dict(self, sub_files):
"""Update a file dict with information from self"""
sub_files.file_dict.clear()
for job_details in self.jobs.values():
if job_details.file_dict is not None:
sub_files.update(job_details.file_dict)
if job_details.... | Update a file dict with information from self | entailment |
def _pre_run_checks(self, stream=sys.stdout, dry_run=False):
"""Do some checks before running this link
This checks if input and output files are present.
If input files are missing this will raise `OSError` if dry_run is False
If all output files are present this return False.
... | Do some checks before running this link
This checks if input and output files are present.
If input files are missing this will raise `OSError` if dry_run is False
If all output files are present this return False.
Parameters
-----------
stream : `file`
Str... | entailment |
def _create_job_details(self, key, job_config, logfile, status):
"""Create a `JobDetails` for a single job
Parameters
----------
key : str
Key used to identify this particular job
job_config : dict
Dictionary with arguements passed to this particular jo... | Create a `JobDetails` for a single job
Parameters
----------
key : str
Key used to identify this particular job
job_config : dict
Dictionary with arguements passed to this particular job
logfile : str
Name of the associated log file
... | entailment |
def _map_scratch_files(self, file_dict):
"""Build and return the mapping for copying files to and from scratch area"""
if self._file_stage is None:
return ({}, {})
input_files = file_dict.input_files_to_stage
output_files = file_dict.output_files_to_stage
input_file_m... | Build and return the mapping for copying files to and from scratch area | entailment |
def _update_file_args(self, file_mapping):
"""Adjust the arguments to deal with staging files to the scratch area"""
for key, value in self.args.items():
new_value = file_mapping.get(value, value)
if new_value != value:
self.args[key] = new_value | Adjust the arguments to deal with staging files to the scratch area | entailment |
def _stage_input_files(self, file_mapping, dry_run=True):
"""Stage the input files to the scratch area and adjust the arguments accordingly"""
# print ("Staging input ", file_mapping)
if self._file_stage is None:
return
self._file_stage.copy_to_scratch(file_mapping, dry_run) | Stage the input files to the scratch area and adjust the arguments accordingly | entailment |
def _stage_output_files(self, file_mapping, dry_run=True):
"""Stage the output files to the scratch area and adjust the arguments accordingly"""
# print ("Staging output ", file_mapping)
if self._file_stage is None:
return
self._file_stage.copy_from_scratch(file_mapping, dry_... | Stage the output files to the scratch area and adjust the arguments accordingly | entailment |
def _run_link(self, stream=sys.stdout, dry_run=False,
stage_files=True, resubmit_failed=False):
"""Internal function that actually runs this link.
This checks if input and output files are present.
If input files are missing this will raise `OSError` if dry_run is False
... | Internal function that actually runs this link.
This checks if input and output files are present.
If input files are missing this will raise `OSError` if dry_run is False
If all output files are present this will skip execution.
Parameters
-----------
stream : `file`
... | entailment |
def _register_job(self, key, job_config, logfile, status):
"""Create a `JobDetails` for this link
and add it to the self.jobs dictionary.
Parameters
----------
key : str
Key used to identify this particular job
job_config : dict
Dictionary with ... | Create a `JobDetails` for this link
and add it to the self.jobs dictionary.
Parameters
----------
key : str
Key used to identify this particular job
job_config : dict
Dictionary with arguments passed to this particular job
logfile : str
... | entailment |
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