peacock-data-public-datasets-idc-cronscript
/
venv
/lib
/python3.10
/site-packages
/pyarrow
/_flight.pyx
# Licensed to the Apache Software Foundation (ASF) under one | |
# or more contributor license agreements. See the NOTICE file | |
# distributed with this work for additional information | |
# regarding copyright ownership. The ASF licenses this file | |
# to you under the Apache License, Version 2.0 (the | |
# "License"); you may not use this file except in compliance | |
# with the License. You may obtain a copy of the License at | |
# | |
# http://www.apache.org/licenses/LICENSE-2.0 | |
# | |
# Unless required by applicable law or agreed to in writing, | |
# software distributed under the License is distributed on an | |
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | |
# KIND, either express or implied. See the License for the | |
# specific language governing permissions and limitations | |
# under the License. | |
# cython: language_level = 3 | |
import collections | |
import enum | |
import re | |
import time | |
import warnings | |
import weakref | |
from cython.operator cimport dereference as deref | |
from cython.operator cimport postincrement | |
from libcpp cimport bool as c_bool | |
from pyarrow.lib cimport * | |
from pyarrow.lib import (ArrowCancelled, ArrowException, ArrowInvalid, | |
SignalStopHandler) | |
from pyarrow.lib import as_buffer, frombytes, tobytes | |
from pyarrow.includes.libarrow_flight cimport * | |
from pyarrow.ipc import _get_legacy_format_default, _ReadPandasMixin | |
import pyarrow.lib as lib | |
cdef CFlightCallOptions DEFAULT_CALL_OPTIONS | |
cdef int check_flight_status(const CStatus& status) except -1 nogil: | |
cdef shared_ptr[FlightStatusDetail] detail | |
if status.ok(): | |
return 0 | |
detail = FlightStatusDetail.UnwrapStatus(status) | |
if detail: | |
with gil: | |
message = frombytes(status.message(), safe=True) | |
detail_msg = detail.get().extra_info() | |
if detail.get().code() == CFlightStatusInternal: | |
raise FlightInternalError(message, detail_msg) | |
elif detail.get().code() == CFlightStatusFailed: | |
message = _munge_grpc_python_error(message) | |
raise FlightServerError(message, detail_msg) | |
elif detail.get().code() == CFlightStatusTimedOut: | |
raise FlightTimedOutError(message, detail_msg) | |
elif detail.get().code() == CFlightStatusCancelled: | |
raise FlightCancelledError(message, detail_msg) | |
elif detail.get().code() == CFlightStatusUnauthenticated: | |
raise FlightUnauthenticatedError(message, detail_msg) | |
elif detail.get().code() == CFlightStatusUnauthorized: | |
raise FlightUnauthorizedError(message, detail_msg) | |
elif detail.get().code() == CFlightStatusUnavailable: | |
raise FlightUnavailableError(message, detail_msg) | |
size_detail = FlightWriteSizeStatusDetail.UnwrapStatus(status) | |
if size_detail: | |
with gil: | |
message = frombytes(status.message(), safe=True) | |
raise FlightWriteSizeExceededError( | |
message, | |
size_detail.get().limit(), size_detail.get().actual()) | |
return check_status(status) | |
_FLIGHT_SERVER_ERROR_REGEX = re.compile( | |
r'Flight RPC failed with message: (.*). Detail: ' | |
r'Python exception: (.*)', | |
re.DOTALL | |
) | |
def _munge_grpc_python_error(message): | |
m = _FLIGHT_SERVER_ERROR_REGEX.match(message) | |
if m: | |
return ('Flight RPC failed with Python exception \"{}: {}\"' | |
.format(m.group(2), m.group(1))) | |
else: | |
return message | |
cdef IpcWriteOptions _get_options(options): | |
return <IpcWriteOptions> _get_legacy_format_default( | |
use_legacy_format=None, options=options) | |
cdef class FlightCallOptions(_Weakrefable): | |
"""RPC-layer options for a Flight call.""" | |
cdef: | |
CFlightCallOptions options | |
def __init__(self, timeout=None, write_options=None, headers=None, | |
IpcReadOptions read_options=None): | |
"""Create call options. | |
Parameters | |
---------- | |
timeout : float, None | |
A timeout for the call, in seconds. None means that the | |
timeout defaults to an implementation-specific value. | |
write_options : pyarrow.ipc.IpcWriteOptions, optional | |
IPC write options. The default options can be controlled | |
by environment variables (see pyarrow.ipc). | |
headers : List[Tuple[str, str]], optional | |
A list of arbitrary headers as key, value tuples | |
read_options : pyarrow.ipc.IpcReadOptions, optional | |
Serialization options for reading IPC format. | |
""" | |
cdef IpcWriteOptions c_write_options | |
if timeout is not None: | |
self.options.timeout = CTimeoutDuration(timeout) | |
if write_options is not None: | |
c_write_options = _get_options(write_options) | |
self.options.write_options = c_write_options.c_options | |
if read_options is not None: | |
if not isinstance(read_options, IpcReadOptions): | |
raise TypeError("expected IpcReadOptions, got {}" | |
.format(type(read_options))) | |
self.options.read_options = read_options.c_options | |
if headers is not None: | |
self.options.headers = headers | |
@staticmethod | |
cdef CFlightCallOptions* unwrap(obj): | |
if not obj: | |
return &DEFAULT_CALL_OPTIONS | |
elif isinstance(obj, FlightCallOptions): | |
return &((<FlightCallOptions> obj).options) | |
raise TypeError("Expected a FlightCallOptions object, not " | |
"'{}'".format(type(obj))) | |
_CertKeyPair = collections.namedtuple('_CertKeyPair', ['cert', 'key']) | |
class CertKeyPair(_CertKeyPair): | |
"""A TLS certificate and key for use in Flight.""" | |
cdef class FlightError(Exception): | |
""" | |
The base class for Flight-specific errors. | |
A server may raise this class or one of its subclasses to provide | |
a more detailed error to clients. | |
Parameters | |
---------- | |
message : str, optional | |
The error message. | |
extra_info : bytes, optional | |
Extra binary error details that were provided by the | |
server/will be sent to the client. | |
Attributes | |
---------- | |
extra_info : bytes | |
Extra binary error details that were provided by the | |
server/will be sent to the client. | |
""" | |
cdef dict __dict__ | |
def __init__(self, message='', extra_info=b''): | |
super().__init__(message) | |
self.extra_info = tobytes(extra_info) | |
cdef CStatus to_status(self): | |
message = tobytes("Flight error: {}".format(str(self))) | |
return CStatus_UnknownError(message) | |
cdef class FlightInternalError(FlightError, ArrowException): | |
"""An error internal to the Flight server occurred.""" | |
cdef CStatus to_status(self): | |
return MakeFlightError(CFlightStatusInternal, | |
tobytes(str(self)), self.extra_info) | |
cdef class FlightTimedOutError(FlightError, ArrowException): | |
"""The Flight RPC call timed out.""" | |
cdef CStatus to_status(self): | |
return MakeFlightError(CFlightStatusTimedOut, | |
tobytes(str(self)), self.extra_info) | |
cdef class FlightCancelledError(FlightError, ArrowCancelled): | |
"""The operation was cancelled.""" | |
cdef CStatus to_status(self): | |
return MakeFlightError(CFlightStatusCancelled, tobytes(str(self)), | |
self.extra_info) | |
cdef class FlightServerError(FlightError, ArrowException): | |
"""A server error occurred.""" | |
cdef CStatus to_status(self): | |
return MakeFlightError(CFlightStatusFailed, tobytes(str(self)), | |
self.extra_info) | |
cdef class FlightUnauthenticatedError(FlightError, ArrowException): | |
"""The client is not authenticated.""" | |
cdef CStatus to_status(self): | |
return MakeFlightError( | |
CFlightStatusUnauthenticated, tobytes(str(self)), self.extra_info) | |
cdef class FlightUnauthorizedError(FlightError, ArrowException): | |
"""The client is not authorized to perform the given operation.""" | |
cdef CStatus to_status(self): | |
return MakeFlightError(CFlightStatusUnauthorized, tobytes(str(self)), | |
self.extra_info) | |
cdef class FlightUnavailableError(FlightError, ArrowException): | |
"""The server is not reachable or available.""" | |
cdef CStatus to_status(self): | |
return MakeFlightError(CFlightStatusUnavailable, tobytes(str(self)), | |
self.extra_info) | |
class FlightWriteSizeExceededError(ArrowInvalid): | |
"""A write operation exceeded the client-configured limit.""" | |
def __init__(self, message, limit, actual): | |
super().__init__(message) | |
self.limit = limit | |
self.actual = actual | |
cdef class Action(_Weakrefable): | |
"""An action executable on a Flight service.""" | |
cdef: | |
CAction action | |
def __init__(self, action_type, buf): | |
"""Create an action from a type and a buffer. | |
Parameters | |
---------- | |
action_type : bytes or str | |
buf : Buffer or bytes-like object | |
""" | |
self.action.type = tobytes(action_type) | |
self.action.body = pyarrow_unwrap_buffer(as_buffer(buf)) | |
@property | |
def type(self): | |
"""The action type.""" | |
return frombytes(self.action.type) | |
@property | |
def body(self): | |
"""The action body (arguments for the action).""" | |
return pyarrow_wrap_buffer(self.action.body) | |
@staticmethod | |
cdef CAction unwrap(action) except *: | |
if not isinstance(action, Action): | |
raise TypeError("Must provide Action, not '{}'".format( | |
type(action))) | |
return (<Action> action).action | |
def serialize(self): | |
"""Get the wire-format representation of this type. | |
Useful when interoperating with non-Flight systems (e.g. REST | |
services) that may want to return Flight types. | |
""" | |
return GetResultValue(self.action.SerializeToString()) | |
@classmethod | |
def deserialize(cls, serialized): | |
"""Parse the wire-format representation of this type. | |
Useful when interoperating with non-Flight systems (e.g. REST | |
services) that may want to return Flight types. | |
""" | |
cdef Action action = Action.__new__(Action) | |
action.action = GetResultValue( | |
CAction.Deserialize(tobytes(serialized))) | |
return action | |
def __eq__(self, Action other): | |
return self.action == other.action | |
def __repr__(self): | |
return (f"<pyarrow.flight.Action type={self.type!r} " | |
f"body=({self.body.size} bytes)>") | |
_ActionType = collections.namedtuple('_ActionType', ['type', 'description']) | |
class ActionType(_ActionType): | |
"""A type of action that is executable on a Flight service.""" | |
def make_action(self, buf): | |
"""Create an Action with this type. | |
Parameters | |
---------- | |
buf : obj | |
An Arrow buffer or Python bytes or bytes-like object. | |
""" | |
return Action(self.type, buf) | |
cdef class Result(_Weakrefable): | |
"""A result from executing an Action.""" | |
cdef: | |
unique_ptr[CFlightResult] result | |
def __init__(self, buf): | |
"""Create a new result. | |
Parameters | |
---------- | |
buf : Buffer or bytes-like object | |
""" | |
self.result.reset(new CFlightResult()) | |
self.result.get().body = pyarrow_unwrap_buffer(as_buffer(buf)) | |
@property | |
def body(self): | |
"""Get the Buffer containing the result.""" | |
return pyarrow_wrap_buffer(self.result.get().body) | |
def serialize(self): | |
"""Get the wire-format representation of this type. | |
Useful when interoperating with non-Flight systems (e.g. REST | |
services) that may want to return Flight types. | |
""" | |
return GetResultValue(self.result.get().SerializeToString()) | |
@classmethod | |
def deserialize(cls, serialized): | |
"""Parse the wire-format representation of this type. | |
Useful when interoperating with non-Flight systems (e.g. REST | |
services) that may want to return Flight types. | |
""" | |
cdef Result result = Result.__new__(Result) | |
result.result.reset(new CFlightResult(GetResultValue( | |
CFlightResult.Deserialize(tobytes(serialized))))) | |
return result | |
def __eq__(self, Result other): | |
return deref(self.result.get()) == deref(other.result.get()) | |
def __repr__(self): | |
return f"<pyarrow.flight.Result body=({self.body.size} bytes)>" | |
cdef class BasicAuth(_Weakrefable): | |
"""A container for basic auth.""" | |
cdef: | |
unique_ptr[CBasicAuth] basic_auth | |
def __init__(self, username=None, password=None): | |
"""Create a new basic auth object. | |
Parameters | |
---------- | |
username : string | |
password : string | |
""" | |
self.basic_auth.reset(new CBasicAuth()) | |
if username: | |
self.basic_auth.get().username = tobytes(username) | |
if password: | |
self.basic_auth.get().password = tobytes(password) | |
@property | |
def username(self): | |
"""Get the username.""" | |
return self.basic_auth.get().username | |
@property | |
def password(self): | |
"""Get the password.""" | |
return self.basic_auth.get().password | |
@staticmethod | |
def deserialize(serialized): | |
auth = BasicAuth() | |
auth.basic_auth.reset(new CBasicAuth(GetResultValue( | |
CBasicAuth.Deserialize(tobytes(serialized))))) | |
return auth | |
def serialize(self): | |
return GetResultValue(self.basic_auth.get().SerializeToString()) | |
def __eq__(self, BasicAuth other): | |
return deref(self.basic_auth.get()) == deref(other.basic_auth.get()) | |
def __repr__(self): | |
return (f"<pyarrow.flight.BasicAuth username={self.username!r} " | |
"password=(redacted)>") | |
class DescriptorType(enum.Enum): | |
""" | |
The type of a FlightDescriptor. | |
Attributes | |
---------- | |
UNKNOWN | |
An unknown descriptor type. | |
PATH | |
A Flight stream represented by a path. | |
CMD | |
A Flight stream represented by an application-defined command. | |
""" | |
UNKNOWN = 0 | |
PATH = 1 | |
CMD = 2 | |
class FlightMethod(enum.Enum): | |
"""The implemented methods in Flight.""" | |
INVALID = 0 | |
HANDSHAKE = 1 | |
LIST_FLIGHTS = 2 | |
GET_FLIGHT_INFO = 3 | |
GET_SCHEMA = 4 | |
DO_GET = 5 | |
DO_PUT = 6 | |
DO_ACTION = 7 | |
LIST_ACTIONS = 8 | |
DO_EXCHANGE = 9 | |
cdef wrap_flight_method(CFlightMethod method): | |
if method == CFlightMethodHandshake: | |
return FlightMethod.HANDSHAKE | |
elif method == CFlightMethodListFlights: | |
return FlightMethod.LIST_FLIGHTS | |
elif method == CFlightMethodGetFlightInfo: | |
return FlightMethod.GET_FLIGHT_INFO | |
elif method == CFlightMethodGetSchema: | |
return FlightMethod.GET_SCHEMA | |
elif method == CFlightMethodDoGet: | |
return FlightMethod.DO_GET | |
elif method == CFlightMethodDoPut: | |
return FlightMethod.DO_PUT | |
elif method == CFlightMethodDoAction: | |
return FlightMethod.DO_ACTION | |
elif method == CFlightMethodListActions: | |
return FlightMethod.LIST_ACTIONS | |
elif method == CFlightMethodDoExchange: | |
return FlightMethod.DO_EXCHANGE | |
return FlightMethod.INVALID | |
cdef class FlightDescriptor(_Weakrefable): | |
"""A description of a data stream available from a Flight service.""" | |
cdef: | |
CFlightDescriptor descriptor | |
def __init__(self): | |
raise TypeError("Do not call {}'s constructor directly, use " | |
"`pyarrow.flight.FlightDescriptor.for_{path,command}` " | |
"function instead." | |
.format(self.__class__.__name__)) | |
@staticmethod | |
def for_path(*path): | |
"""Create a FlightDescriptor for a resource path.""" | |
cdef FlightDescriptor result = \ | |
FlightDescriptor.__new__(FlightDescriptor) | |
result.descriptor.type = CDescriptorTypePath | |
result.descriptor.path = [tobytes(p) for p in path] | |
return result | |
@staticmethod | |
def for_command(command): | |
"""Create a FlightDescriptor for an opaque command.""" | |
cdef FlightDescriptor result = \ | |
FlightDescriptor.__new__(FlightDescriptor) | |
result.descriptor.type = CDescriptorTypeCmd | |
result.descriptor.cmd = tobytes(command) | |
return result | |
@property | |
def descriptor_type(self): | |
"""Get the type of this descriptor.""" | |
if self.descriptor.type == CDescriptorTypeUnknown: | |
return DescriptorType.UNKNOWN | |
elif self.descriptor.type == CDescriptorTypePath: | |
return DescriptorType.PATH | |
elif self.descriptor.type == CDescriptorTypeCmd: | |
return DescriptorType.CMD | |
raise RuntimeError("Invalid descriptor type!") | |
@property | |
def command(self): | |
"""Get the command for this descriptor.""" | |
if self.descriptor_type != DescriptorType.CMD: | |
return None | |
return self.descriptor.cmd | |
@property | |
def path(self): | |
"""Get the path for this descriptor.""" | |
if self.descriptor_type != DescriptorType.PATH: | |
return None | |
return self.descriptor.path | |
def __repr__(self): | |
if self.descriptor_type == DescriptorType.PATH: | |
return f"<pyarrow.flight.FlightDescriptor path={self.path!r}>" | |
elif self.descriptor_type == DescriptorType.CMD: | |
return f"<pyarrow.flight.FlightDescriptor cmd={self.command!r}>" | |
else: | |
return "<pyarrow.flight.FlightDescriptor UNKNOWN>" | |
@staticmethod | |
cdef CFlightDescriptor unwrap(descriptor) except *: | |
if not isinstance(descriptor, FlightDescriptor): | |
raise TypeError("Must provide a FlightDescriptor, not '{}'".format( | |
type(descriptor))) | |
return (<FlightDescriptor> descriptor).descriptor | |
def serialize(self): | |
"""Get the wire-format representation of this type. | |
Useful when interoperating with non-Flight systems (e.g. REST | |
services) that may want to return Flight types. | |
""" | |
return GetResultValue(self.descriptor.SerializeToString()) | |
@classmethod | |
def deserialize(cls, serialized): | |
"""Parse the wire-format representation of this type. | |
Useful when interoperating with non-Flight systems (e.g. REST | |
services) that may want to return Flight types. | |
""" | |
cdef FlightDescriptor descriptor = \ | |
FlightDescriptor.__new__(FlightDescriptor) | |
descriptor.descriptor = GetResultValue( | |
CFlightDescriptor.Deserialize(tobytes(serialized))) | |
return descriptor | |
def __eq__(self, FlightDescriptor other): | |
return self.descriptor == other.descriptor | |
cdef class Ticket(_Weakrefable): | |
"""A ticket for requesting a Flight stream.""" | |
cdef: | |
CTicket c_ticket | |
def __init__(self, ticket): | |
self.c_ticket.ticket = tobytes(ticket) | |
@property | |
def ticket(self): | |
return self.c_ticket.ticket | |
def serialize(self): | |
"""Get the wire-format representation of this type. | |
Useful when interoperating with non-Flight systems (e.g. REST | |
services) that may want to return Flight types. | |
""" | |
return GetResultValue(self.c_ticket.SerializeToString()) | |
@classmethod | |
def deserialize(cls, serialized): | |
"""Parse the wire-format representation of this type. | |
Useful when interoperating with non-Flight systems (e.g. REST | |
services) that may want to return Flight types. | |
""" | |
cdef Ticket ticket = Ticket.__new__(Ticket) | |
ticket.c_ticket = GetResultValue( | |
CTicket.Deserialize(tobytes(serialized))) | |
return ticket | |
def __eq__(self, Ticket other): | |
return self.c_ticket == other.c_ticket | |
def __repr__(self): | |
return f"<pyarrow.flight.Ticket ticket={self.ticket!r}>" | |
cdef class Location(_Weakrefable): | |
"""The location of a Flight service.""" | |
cdef: | |
CLocation location | |
def __init__(self, uri): | |
check_flight_status(CLocation.Parse(tobytes(uri)).Value(&self.location)) | |
def __repr__(self): | |
return f'<pyarrow.flight.Location {self.location.ToString()}>' | |
@property | |
def uri(self): | |
return self.location.ToString() | |
def equals(self, Location other): | |
return self == other | |
def __eq__(self, other): | |
if not isinstance(other, Location): | |
return NotImplemented | |
return self.location.Equals((<Location> other).location) | |
@staticmethod | |
def for_grpc_tcp(host, port): | |
"""Create a Location for a TCP-based gRPC service.""" | |
cdef: | |
c_string c_host = tobytes(host) | |
int c_port = port | |
Location result = Location.__new__(Location) | |
check_flight_status( | |
CLocation.ForGrpcTcp(c_host, c_port).Value(&result.location)) | |
return result | |
@staticmethod | |
def for_grpc_tls(host, port): | |
"""Create a Location for a TLS-based gRPC service.""" | |
cdef: | |
c_string c_host = tobytes(host) | |
int c_port = port | |
Location result = Location.__new__(Location) | |
check_flight_status( | |
CLocation.ForGrpcTls(c_host, c_port).Value(&result.location)) | |
return result | |
@staticmethod | |
def for_grpc_unix(path): | |
"""Create a Location for a domain socket-based gRPC service.""" | |
cdef: | |
c_string c_path = tobytes(path) | |
Location result = Location.__new__(Location) | |
check_flight_status(CLocation.ForGrpcUnix(c_path).Value(&result.location)) | |
return result | |
@staticmethod | |
cdef Location wrap(CLocation location): | |
cdef Location result = Location.__new__(Location) | |
result.location = location | |
return result | |
@staticmethod | |
cdef CLocation unwrap(object location) except *: | |
cdef CLocation c_location | |
if isinstance(location, str): | |
check_flight_status( | |
CLocation.Parse(tobytes(location)).Value(&c_location)) | |
return c_location | |
elif not isinstance(location, Location): | |
raise TypeError("Must provide a Location, not '{}'".format( | |
type(location))) | |
return (<Location> location).location | |
cdef class FlightEndpoint(_Weakrefable): | |
"""A Flight stream, along with the ticket and locations to access it.""" | |
cdef: | |
CFlightEndpoint endpoint | |
def __init__(self, ticket, locations): | |
"""Create a FlightEndpoint from a ticket and list of locations. | |
Parameters | |
---------- | |
ticket : Ticket or bytes | |
the ticket needed to access this flight | |
locations : list of string URIs | |
locations where this flight is available | |
Raises | |
------ | |
ArrowException | |
If one of the location URIs is not a valid URI. | |
""" | |
cdef: | |
CLocation c_location | |
if isinstance(ticket, Ticket): | |
self.endpoint.ticket.ticket = tobytes(ticket.ticket) | |
else: | |
self.endpoint.ticket.ticket = tobytes(ticket) | |
for location in locations: | |
if isinstance(location, Location): | |
c_location = (<Location> location).location | |
else: | |
c_location = CLocation() | |
check_flight_status( | |
CLocation.Parse(tobytes(location)).Value(&c_location)) | |
self.endpoint.locations.push_back(c_location) | |
@property | |
def ticket(self): | |
"""Get the ticket in this endpoint.""" | |
return Ticket(self.endpoint.ticket.ticket) | |
@property | |
def locations(self): | |
return [Location.wrap(location) | |
for location in self.endpoint.locations] | |
def serialize(self): | |
"""Get the wire-format representation of this type. | |
Useful when interoperating with non-Flight systems (e.g. REST | |
services) that may want to return Flight types. | |
""" | |
return GetResultValue(self.endpoint.SerializeToString()) | |
@classmethod | |
def deserialize(cls, serialized): | |
"""Parse the wire-format representation of this type. | |
Useful when interoperating with non-Flight systems (e.g. REST | |
services) that may want to return Flight types. | |
""" | |
cdef FlightEndpoint endpoint = FlightEndpoint.__new__(FlightEndpoint) | |
endpoint.endpoint = GetResultValue( | |
CFlightEndpoint.Deserialize(tobytes(serialized))) | |
return endpoint | |
def __repr__(self): | |
return (f"<pyarrow.flight.FlightEndpoint ticket={self.ticket!r} " | |
f"locations={self.locations!r}>") | |
def __eq__(self, FlightEndpoint other): | |
return self.endpoint == other.endpoint | |
cdef class SchemaResult(_Weakrefable): | |
"""The serialized schema returned from a GetSchema request.""" | |
cdef: | |
unique_ptr[CSchemaResult] result | |
def __init__(self, Schema schema): | |
"""Create a SchemaResult from a schema. | |
Parameters | |
---------- | |
schema: Schema | |
the schema of the data in this flight. | |
""" | |
cdef: | |
shared_ptr[CSchema] c_schema = pyarrow_unwrap_schema(schema) | |
check_flight_status(CreateSchemaResult(c_schema, &self.result)) | |
@property | |
def schema(self): | |
"""The schema of the data in this flight.""" | |
cdef: | |
shared_ptr[CSchema] schema | |
CDictionaryMemo dummy_memo | |
check_flight_status(self.result.get().GetSchema(&dummy_memo).Value(&schema)) | |
return pyarrow_wrap_schema(schema) | |
def serialize(self): | |
"""Get the wire-format representation of this type. | |
Useful when interoperating with non-Flight systems (e.g. REST | |
services) that may want to return Flight types. | |
""" | |
return GetResultValue(self.result.get().SerializeToString()) | |
@classmethod | |
def deserialize(cls, serialized): | |
"""Parse the wire-format representation of this type. | |
Useful when interoperating with non-Flight systems (e.g. REST | |
services) that may want to return Flight types. | |
""" | |
cdef SchemaResult result = SchemaResult.__new__(SchemaResult) | |
result.result.reset(new CSchemaResult(GetResultValue( | |
CSchemaResult.Deserialize(tobytes(serialized))))) | |
return result | |
def __eq__(self, SchemaResult other): | |
return deref(self.result.get()) == deref(other.result.get()) | |
def __repr__(self): | |
return f"<pyarrow.flight.SchemaResult schema=({self.schema})>" | |
cdef class FlightInfo(_Weakrefable): | |
"""A description of a Flight stream.""" | |
cdef: | |
unique_ptr[CFlightInfo] info | |
@staticmethod | |
cdef wrap(CFlightInfo c_info): | |
cdef FlightInfo obj = FlightInfo.__new__(FlightInfo) | |
obj.info.reset(new CFlightInfo(move(c_info))) | |
return obj | |
def __init__(self, Schema schema, FlightDescriptor descriptor, endpoints, | |
total_records, total_bytes): | |
"""Create a FlightInfo object from a schema, descriptor, and endpoints. | |
Parameters | |
---------- | |
schema : Schema | |
the schema of the data in this flight. | |
descriptor : FlightDescriptor | |
the descriptor for this flight. | |
endpoints : list of FlightEndpoint | |
a list of endpoints where this flight is available. | |
total_records : int | |
the total records in this flight, or -1 if unknown | |
total_bytes : int | |
the total bytes in this flight, or -1 if unknown | |
""" | |
cdef: | |
shared_ptr[CSchema] c_schema = pyarrow_unwrap_schema(schema) | |
vector[CFlightEndpoint] c_endpoints | |
for endpoint in endpoints: | |
if isinstance(endpoint, FlightEndpoint): | |
c_endpoints.push_back((<FlightEndpoint> endpoint).endpoint) | |
else: | |
raise TypeError('Endpoint {} is not instance of' | |
' FlightEndpoint'.format(endpoint)) | |
check_flight_status(CreateFlightInfo(c_schema, | |
descriptor.descriptor, | |
c_endpoints, | |
total_records, | |
total_bytes, &self.info)) | |
@property | |
def total_records(self): | |
"""The total record count of this flight, or -1 if unknown.""" | |
return self.info.get().total_records() | |
@property | |
def total_bytes(self): | |
"""The size in bytes of the data in this flight, or -1 if unknown.""" | |
return self.info.get().total_bytes() | |
@property | |
def schema(self): | |
"""The schema of the data in this flight.""" | |
cdef: | |
shared_ptr[CSchema] schema | |
CDictionaryMemo dummy_memo | |
check_flight_status(self.info.get().GetSchema(&dummy_memo).Value(&schema)) | |
return pyarrow_wrap_schema(schema) | |
@property | |
def descriptor(self): | |
"""The descriptor of the data in this flight.""" | |
cdef FlightDescriptor result = \ | |
FlightDescriptor.__new__(FlightDescriptor) | |
result.descriptor = self.info.get().descriptor() | |
return result | |
@property | |
def endpoints(self): | |
"""The endpoints where this flight is available.""" | |
# TODO: get Cython to iterate over reference directly | |
cdef: | |
vector[CFlightEndpoint] endpoints = self.info.get().endpoints() | |
FlightEndpoint py_endpoint | |
result = [] | |
for endpoint in endpoints: | |
py_endpoint = FlightEndpoint.__new__(FlightEndpoint) | |
py_endpoint.endpoint = endpoint | |
result.append(py_endpoint) | |
return result | |
def serialize(self): | |
"""Get the wire-format representation of this type. | |
Useful when interoperating with non-Flight systems (e.g. REST | |
services) that may want to return Flight types. | |
""" | |
return GetResultValue(self.info.get().SerializeToString()) | |
@classmethod | |
def deserialize(cls, serialized): | |
"""Parse the wire-format representation of this type. | |
Useful when interoperating with non-Flight systems (e.g. REST | |
services) that may want to return Flight types. | |
""" | |
cdef FlightInfo info = FlightInfo.__new__(FlightInfo) | |
info.info = move(GetResultValue( | |
CFlightInfo.Deserialize(tobytes(serialized)))) | |
return info | |
def __eq__(self, FlightInfo other): | |
return deref(self.info.get()) == deref(other.info.get()) | |
def __repr__(self): | |
return (f"<pyarrow.flight.FlightInfo schema={self.schema} " | |
f"descriptor={self.descriptor} " | |
f"endpoints={self.endpoints} " | |
f"total_records={self.total_records} " | |
f"total_bytes={self.total_bytes}>") | |
cdef class FlightStreamChunk(_Weakrefable): | |
"""A RecordBatch with application metadata on the side.""" | |
cdef: | |
CFlightStreamChunk chunk | |
@property | |
def data(self): | |
if self.chunk.data == NULL: | |
return None | |
return pyarrow_wrap_batch(self.chunk.data) | |
@property | |
def app_metadata(self): | |
if self.chunk.app_metadata == NULL: | |
return None | |
return pyarrow_wrap_buffer(self.chunk.app_metadata) | |
def __iter__(self): | |
return iter((self.data, self.app_metadata)) | |
def __repr__(self): | |
return "<FlightStreamChunk with data: {} with metadata: {}>".format( | |
self.chunk.data != NULL, self.chunk.app_metadata != NULL) | |
cdef class _MetadataRecordBatchReader(_Weakrefable, _ReadPandasMixin): | |
"""A reader for Flight streams.""" | |
# Needs to be separate class so the "real" class can subclass the | |
# pure-Python mixin class | |
cdef dict __dict__ | |
cdef shared_ptr[CMetadataRecordBatchReader] reader | |
def __iter__(self): | |
return self | |
def __next__(self): | |
return self.read_chunk() | |
@property | |
def schema(self): | |
"""Get the schema for this reader.""" | |
cdef shared_ptr[CSchema] c_schema | |
with nogil: | |
check_flight_status(self.reader.get().GetSchema().Value(&c_schema)) | |
return pyarrow_wrap_schema(c_schema) | |
def read_all(self): | |
"""Read the entire contents of the stream as a Table.""" | |
cdef: | |
shared_ptr[CTable] c_table | |
with nogil: | |
check_flight_status(self.reader.get().ToTable().Value(&c_table)) | |
return pyarrow_wrap_table(c_table) | |
def read_chunk(self): | |
"""Read the next FlightStreamChunk along with any metadata. | |
Returns | |
------- | |
chunk : FlightStreamChunk | |
The next FlightStreamChunk in the stream. | |
Raises | |
------ | |
StopIteration | |
when the stream is finished | |
""" | |
cdef: | |
FlightStreamChunk chunk = FlightStreamChunk() | |
with nogil: | |
check_flight_status(self.reader.get().Next().Value(&chunk.chunk)) | |
if chunk.chunk.data == NULL and chunk.chunk.app_metadata == NULL: | |
raise StopIteration | |
return chunk | |
def to_reader(self): | |
"""Convert this reader into a regular RecordBatchReader. | |
This may fail if the schema cannot be read from the remote end. | |
Returns | |
------- | |
RecordBatchReader | |
""" | |
cdef RecordBatchReader reader | |
reader = RecordBatchReader.__new__(RecordBatchReader) | |
with nogil: | |
reader.reader = GetResultValue(MakeRecordBatchReader(self.reader)) | |
return reader | |
cdef class MetadataRecordBatchReader(_MetadataRecordBatchReader): | |
"""The base class for readers for Flight streams. | |
See Also | |
-------- | |
FlightStreamReader | |
""" | |
cdef class FlightStreamReader(MetadataRecordBatchReader): | |
"""A reader that can also be canceled.""" | |
def cancel(self): | |
"""Cancel the read operation.""" | |
with nogil: | |
(<CFlightStreamReader*> self.reader.get()).Cancel() | |
def read_all(self): | |
"""Read the entire contents of the stream as a Table.""" | |
cdef: | |
shared_ptr[CTable] c_table | |
CStopToken stop_token | |
with SignalStopHandler() as stop_handler: | |
stop_token = (<StopToken> stop_handler.stop_token).stop_token | |
with nogil: | |
check_flight_status( | |
(<CFlightStreamReader*> self.reader.get()) | |
.ToTableWithStopToken(stop_token).Value(&c_table)) | |
return pyarrow_wrap_table(c_table) | |
cdef class MetadataRecordBatchWriter(_CRecordBatchWriter): | |
"""A RecordBatchWriter that also allows writing application metadata. | |
This class is a context manager; on exit, close() will be called. | |
""" | |
cdef CMetadataRecordBatchWriter* _writer(self) nogil: | |
return <CMetadataRecordBatchWriter*> self.writer.get() | |
def begin(self, schema: Schema, options=None): | |
"""Prepare to write data to this stream with the given schema.""" | |
cdef: | |
shared_ptr[CSchema] c_schema = pyarrow_unwrap_schema(schema) | |
CIpcWriteOptions c_options = _get_options(options).c_options | |
with nogil: | |
check_flight_status(self._writer().Begin(c_schema, c_options)) | |
def write_metadata(self, buf): | |
"""Write Flight metadata by itself.""" | |
cdef shared_ptr[CBuffer] c_buf = pyarrow_unwrap_buffer(as_buffer(buf)) | |
with nogil: | |
check_flight_status( | |
self._writer().WriteMetadata(c_buf)) | |
def write_batch(self, RecordBatch batch): | |
""" | |
Write RecordBatch to stream. | |
Parameters | |
---------- | |
batch : RecordBatch | |
""" | |
cdef: | |
shared_ptr[const CKeyValueMetadata] custom_metadata | |
# Override superclass method to use check_flight_status so we | |
# can generate FlightWriteSizeExceededError. We don't do this | |
# for write_table as callers who intend to handle the error | |
# and retry with a smaller batch should be working with | |
# individual batches to have control. | |
with nogil: | |
check_flight_status( | |
self._writer().WriteRecordBatch(deref(batch.batch), custom_metadata)) | |
def write_table(self, Table table, max_chunksize=None, **kwargs): | |
""" | |
Write Table to stream in (contiguous) RecordBatch objects. | |
Parameters | |
---------- | |
table : Table | |
max_chunksize : int, default None | |
Maximum number of rows for RecordBatch chunks. Individual chunks may | |
be smaller depending on the chunk layout of individual columns. | |
""" | |
cdef: | |
# max_chunksize must be > 0 to have any impact | |
int64_t c_max_chunksize = -1 | |
if 'chunksize' in kwargs: | |
max_chunksize = kwargs['chunksize'] | |
msg = ('The parameter chunksize is deprecated for the write_table ' | |
'methods as of 0.15, please use parameter ' | |
'max_chunksize instead') | |
warnings.warn(msg, FutureWarning) | |
if max_chunksize is not None: | |
c_max_chunksize = max_chunksize | |
with nogil: | |
check_flight_status( | |
self._writer().WriteTable(table.table[0], c_max_chunksize)) | |
def close(self): | |
""" | |
Close stream and write end-of-stream 0 marker. | |
""" | |
with nogil: | |
check_flight_status(self._writer().Close()) | |
def write_with_metadata(self, RecordBatch batch, buf): | |
"""Write a RecordBatch along with Flight metadata. | |
Parameters | |
---------- | |
batch : RecordBatch | |
The next RecordBatch in the stream. | |
buf : Buffer | |
Application-specific metadata for the batch as defined by | |
Flight. | |
""" | |
cdef shared_ptr[CBuffer] c_buf = pyarrow_unwrap_buffer(as_buffer(buf)) | |
with nogil: | |
check_flight_status( | |
self._writer().WriteWithMetadata(deref(batch.batch), c_buf)) | |
cdef class FlightStreamWriter(MetadataRecordBatchWriter): | |
"""A writer that also allows closing the write side of a stream.""" | |
def done_writing(self): | |
"""Indicate that the client is done writing, but not done reading.""" | |
with nogil: | |
check_flight_status( | |
(<CFlightStreamWriter*> self.writer.get()).DoneWriting()) | |
cdef class FlightMetadataReader(_Weakrefable): | |
"""A reader for Flight metadata messages sent during a DoPut.""" | |
cdef: | |
unique_ptr[CFlightMetadataReader] reader | |
def read(self): | |
"""Read the next metadata message.""" | |
cdef shared_ptr[CBuffer] buf | |
with nogil: | |
check_flight_status(self.reader.get().ReadMetadata(&buf)) | |
if buf == NULL: | |
return None | |
return pyarrow_wrap_buffer(buf) | |
cdef class FlightMetadataWriter(_Weakrefable): | |
"""A sender for Flight metadata messages during a DoPut.""" | |
cdef: | |
unique_ptr[CFlightMetadataWriter] writer | |
def write(self, message): | |
"""Write the next metadata message. | |
Parameters | |
---------- | |
message : Buffer | |
""" | |
cdef shared_ptr[CBuffer] buf = \ | |
pyarrow_unwrap_buffer(as_buffer(message)) | |
with nogil: | |
check_flight_status(self.writer.get().WriteMetadata(deref(buf))) | |
class AsyncioCall: | |
"""State for an async RPC using asyncio.""" | |
def __init__(self) -> None: | |
import asyncio | |
self._future = asyncio.get_running_loop().create_future() | |
def as_awaitable(self) -> object: | |
return self._future | |
def wakeup(self, result_or_exception) -> None: | |
# Mark the Future done from within its loop (asyncio | |
# objects are generally not thread-safe) | |
loop = self._future.get_loop() | |
if isinstance(result_or_exception, BaseException): | |
loop.call_soon_threadsafe( | |
self._future.set_exception, result_or_exception) | |
else: | |
loop.call_soon_threadsafe( | |
self._future.set_result, result_or_exception) | |
cdef class AsyncioFlightClient: | |
""" | |
A FlightClient with an asyncio-based async interface. | |
This interface is EXPERIMENTAL. | |
""" | |
cdef: | |
FlightClient _client | |
def __init__(self, FlightClient client) -> None: | |
self._client = client | |
async def get_flight_info( | |
self, | |
descriptor: FlightDescriptor, | |
*, | |
options: FlightCallOptions = None, | |
): | |
call = AsyncioCall() | |
self._get_flight_info(call, descriptor, options) | |
return await call.as_awaitable() | |
cdef _get_flight_info(self, call, descriptor, options): | |
cdef: | |
CFlightCallOptions* c_options = \ | |
FlightCallOptions.unwrap(options) | |
CFlightDescriptor c_descriptor = \ | |
FlightDescriptor.unwrap(descriptor) | |
CFuture[CFlightInfo] c_future | |
with nogil: | |
c_future = self._client.client.get().GetFlightInfoAsync( | |
deref(c_options), c_descriptor) | |
BindFuture(move(c_future), call.wakeup, FlightInfo.wrap) | |
cdef class FlightClient(_Weakrefable): | |
"""A client to a Flight service. | |
Connect to a Flight service on the given host and port. | |
Parameters | |
---------- | |
location : str, tuple or Location | |
Location to connect to. Either a gRPC URI like `grpc://localhost:port`, | |
a tuple of (host, port) pair, or a Location instance. | |
tls_root_certs : bytes or None | |
PEM-encoded | |
cert_chain: bytes or None | |
Client certificate if using mutual TLS | |
private_key: bytes or None | |
Client private key for cert_chain is using mutual TLS | |
override_hostname : str or None | |
Override the hostname checked by TLS. Insecure, use with caution. | |
middleware : list optional, default None | |
A list of ClientMiddlewareFactory instances. | |
write_size_limit_bytes : int optional, default None | |
A soft limit on the size of a data payload sent to the | |
server. Enabled if positive. If enabled, writing a record | |
batch that (when serialized) exceeds this limit will raise an | |
exception; the client can retry the write with a smaller | |
batch. | |
disable_server_verification : boolean optional, default False | |
A flag that indicates that, if the client is connecting | |
with TLS, that it skips server verification. If this is | |
enabled, all other TLS settings are overridden. | |
generic_options : list optional, default None | |
A list of generic (string, int or string) option tuples passed | |
to the underlying transport. Effect is implementation | |
dependent. | |
""" | |
cdef: | |
unique_ptr[CFlightClient] client | |
def __init__(self, location, *, tls_root_certs=None, cert_chain=None, | |
private_key=None, override_hostname=None, middleware=None, | |
write_size_limit_bytes=None, | |
disable_server_verification=None, generic_options=None): | |
if isinstance(location, (bytes, str)): | |
location = Location(location) | |
elif isinstance(location, tuple): | |
host, port = location | |
if tls_root_certs or disable_server_verification is not None: | |
location = Location.for_grpc_tls(host, port) | |
else: | |
location = Location.for_grpc_tcp(host, port) | |
elif not isinstance(location, Location): | |
raise TypeError('`location` argument must be a string, tuple or a ' | |
'Location instance') | |
self.init(location, tls_root_certs, cert_chain, private_key, | |
override_hostname, middleware, write_size_limit_bytes, | |
disable_server_verification, generic_options) | |
cdef init(self, Location location, tls_root_certs, cert_chain, | |
private_key, override_hostname, middleware, | |
write_size_limit_bytes, disable_server_verification, | |
generic_options): | |
cdef: | |
CLocation c_location = Location.unwrap(location) | |
CFlightClientOptions c_options = CFlightClientOptions.Defaults() | |
function[cb_client_middleware_start_call] start_call = \ | |
&_client_middleware_start_call | |
CIntStringVariant variant | |
if tls_root_certs: | |
c_options.tls_root_certs = tobytes(tls_root_certs) | |
if cert_chain: | |
c_options.cert_chain = tobytes(cert_chain) | |
if private_key: | |
c_options.private_key = tobytes(private_key) | |
if override_hostname: | |
c_options.override_hostname = tobytes(override_hostname) | |
if disable_server_verification is not None: | |
c_options.disable_server_verification = disable_server_verification | |
if middleware: | |
for factory in middleware: | |
c_options.middleware.push_back( | |
<shared_ptr[CClientMiddlewareFactory]> | |
make_shared[CPyClientMiddlewareFactory]( | |
<PyObject*> factory, start_call)) | |
if write_size_limit_bytes is not None: | |
c_options.write_size_limit_bytes = write_size_limit_bytes | |
else: | |
c_options.write_size_limit_bytes = 0 | |
if generic_options: | |
for key, value in generic_options: | |
if isinstance(value, (str, bytes)): | |
variant = CIntStringVariant(<c_string> tobytes(value)) | |
else: | |
variant = CIntStringVariant(<int> value) | |
c_options.generic_options.push_back( | |
pair[c_string, CIntStringVariant](tobytes(key), variant)) | |
with nogil: | |
check_flight_status(CFlightClient.Connect(c_location, c_options | |
).Value(&self.client)) | |
@property | |
def supports_async(self): | |
return self.client.get().supports_async() | |
def as_async(self) -> None: | |
check_status(self.client.get().CheckAsyncSupport()) | |
return AsyncioFlightClient(self) | |
def wait_for_available(self, timeout=5): | |
"""Block until the server can be contacted. | |
Parameters | |
---------- | |
timeout : int, default 5 | |
The maximum seconds to wait. | |
""" | |
deadline = time.time() + timeout | |
while True: | |
try: | |
list(self.list_flights()) | |
except FlightUnavailableError: | |
if time.time() < deadline: | |
time.sleep(0.025) | |
continue | |
else: | |
raise | |
except NotImplementedError: | |
# allow if list_flights is not implemented, because | |
# the server can be contacted nonetheless | |
break | |
else: | |
break | |
@classmethod | |
def connect(cls, location, tls_root_certs=None, cert_chain=None, | |
private_key=None, override_hostname=None, | |
disable_server_verification=None): | |
"""Connect to a Flight server. | |
.. deprecated:: 0.15.0 | |
Use the ``FlightClient`` constructor or ``pyarrow.flight.connect`` function instead. | |
""" | |
warnings.warn("The 'FlightClient.connect' method is deprecated, use " | |
"FlightClient constructor or pyarrow.flight.connect " | |
"function instead") | |
return FlightClient( | |
location, tls_root_certs=tls_root_certs, | |
cert_chain=cert_chain, private_key=private_key, | |
override_hostname=override_hostname, | |
disable_server_verification=disable_server_verification | |
) | |
def authenticate(self, auth_handler, options: FlightCallOptions = None): | |
"""Authenticate to the server. | |
Parameters | |
---------- | |
auth_handler : ClientAuthHandler | |
The authentication mechanism to use. | |
options : FlightCallOptions | |
Options for this call. | |
""" | |
cdef: | |
unique_ptr[CClientAuthHandler] handler | |
CFlightCallOptions* c_options = FlightCallOptions.unwrap(options) | |
if not isinstance(auth_handler, ClientAuthHandler): | |
raise TypeError( | |
"FlightClient.authenticate takes a ClientAuthHandler, " | |
"not '{}'".format(type(auth_handler))) | |
handler.reset((<ClientAuthHandler> auth_handler).to_handler()) | |
with nogil: | |
check_flight_status( | |
self.client.get().Authenticate(deref(c_options), | |
move(handler))) | |
def authenticate_basic_token(self, username, password, | |
options: FlightCallOptions = None): | |
"""Authenticate to the server with HTTP basic authentication. | |
Parameters | |
---------- | |
username : string | |
Username to authenticate with | |
password : string | |
Password to authenticate with | |
options : FlightCallOptions | |
Options for this call | |
Returns | |
------- | |
tuple : Tuple[str, str] | |
A tuple representing the FlightCallOptions authorization | |
header entry of a bearer token. | |
""" | |
cdef: | |
CResult[pair[c_string, c_string]] result | |
CFlightCallOptions* c_options = FlightCallOptions.unwrap(options) | |
c_string user = tobytes(username) | |
c_string pw = tobytes(password) | |
with nogil: | |
result = self.client.get().AuthenticateBasicToken(deref(c_options), | |
user, pw) | |
check_flight_status(result.status()) | |
return GetResultValue(result) | |
def list_actions(self, options: FlightCallOptions = None): | |
"""List the actions available on a service.""" | |
cdef: | |
vector[CActionType] results | |
CFlightCallOptions* c_options = FlightCallOptions.unwrap(options) | |
with SignalStopHandler() as stop_handler: | |
c_options.stop_token = \ | |
(<StopToken> stop_handler.stop_token).stop_token | |
with nogil: | |
check_flight_status( | |
self.client.get().ListActions(deref(c_options)).Value(&results)) | |
result = [] | |
for action_type in results: | |
py_action = ActionType(frombytes(action_type.type), | |
frombytes(action_type.description)) | |
result.append(py_action) | |
return result | |
def do_action(self, action, options: FlightCallOptions = None): | |
""" | |
Execute an action on a service. | |
Parameters | |
---------- | |
action : str, tuple, or Action | |
Can be action type name (no body), type and body, or any Action | |
object | |
options : FlightCallOptions | |
RPC options | |
Returns | |
------- | |
results : iterator of Result values | |
""" | |
cdef: | |
unique_ptr[CResultStream] results | |
CFlightCallOptions* c_options = FlightCallOptions.unwrap(options) | |
if isinstance(action, (str, bytes)): | |
action = Action(action, b'') | |
elif isinstance(action, tuple): | |
action = Action(*action) | |
elif not isinstance(action, Action): | |
raise TypeError("Action must be Action instance, string, or tuple") | |
cdef CAction c_action = Action.unwrap(<Action> action) | |
with nogil: | |
check_flight_status( | |
self.client.get().DoAction( | |
deref(c_options), c_action).Value(&results)) | |
def _do_action_response(): | |
cdef: | |
Result result | |
while True: | |
result = Result.__new__(Result) | |
with nogil: | |
check_flight_status(results.get().Next().Value(&result.result)) | |
if result.result == NULL: | |
break | |
yield result | |
return _do_action_response() | |
def list_flights(self, criteria: bytes = None, | |
options: FlightCallOptions = None): | |
"""List the flights available on a service.""" | |
cdef: | |
unique_ptr[CFlightListing] listing | |
FlightInfo result | |
CFlightCallOptions* c_options = FlightCallOptions.unwrap(options) | |
CCriteria c_criteria | |
if criteria: | |
c_criteria.expression = tobytes(criteria) | |
with SignalStopHandler() as stop_handler: | |
c_options.stop_token = \ | |
(<StopToken> stop_handler.stop_token).stop_token | |
with nogil: | |
check_flight_status( | |
self.client.get().ListFlights(deref(c_options), | |
c_criteria).Value(&listing)) | |
while True: | |
result = FlightInfo.__new__(FlightInfo) | |
with nogil: | |
check_flight_status(listing.get().Next().Value(&result.info)) | |
if result.info == NULL: | |
break | |
yield result | |
def get_flight_info(self, descriptor: FlightDescriptor, | |
options: FlightCallOptions = None): | |
"""Request information about an available flight.""" | |
cdef: | |
FlightInfo result = FlightInfo.__new__(FlightInfo) | |
CFlightCallOptions* c_options = FlightCallOptions.unwrap(options) | |
CFlightDescriptor c_descriptor = \ | |
FlightDescriptor.unwrap(descriptor) | |
with nogil: | |
check_flight_status(self.client.get().GetFlightInfo( | |
deref(c_options), c_descriptor).Value(&result.info)) | |
return result | |
def get_schema(self, descriptor: FlightDescriptor, | |
options: FlightCallOptions = None): | |
"""Request schema for an available flight.""" | |
cdef: | |
SchemaResult result = SchemaResult.__new__(SchemaResult) | |
CFlightCallOptions* c_options = FlightCallOptions.unwrap(options) | |
CFlightDescriptor c_descriptor = \ | |
FlightDescriptor.unwrap(descriptor) | |
with nogil: | |
check_status( | |
self.client.get() | |
.GetSchema(deref(c_options), c_descriptor).Value(&result.result) | |
) | |
return result | |
def do_get(self, ticket: Ticket, options: FlightCallOptions = None): | |
"""Request the data for a flight. | |
Returns | |
------- | |
reader : FlightStreamReader | |
""" | |
cdef: | |
unique_ptr[CFlightStreamReader] reader | |
CFlightCallOptions* c_options = FlightCallOptions.unwrap(options) | |
with nogil: | |
check_flight_status( | |
self.client.get().DoGet( | |
deref(c_options), ticket.c_ticket).Value(&reader)) | |
result = FlightStreamReader() | |
result.reader.reset(reader.release()) | |
return result | |
def do_put(self, descriptor: FlightDescriptor, Schema schema not None, | |
options: FlightCallOptions = None): | |
"""Upload data to a flight. | |
Returns | |
------- | |
writer : FlightStreamWriter | |
reader : FlightMetadataReader | |
""" | |
cdef: | |
shared_ptr[CSchema] c_schema = pyarrow_unwrap_schema(schema) | |
CDoPutResult c_do_put_result | |
CFlightCallOptions* c_options = FlightCallOptions.unwrap(options) | |
CFlightDescriptor c_descriptor = \ | |
FlightDescriptor.unwrap(descriptor) | |
with nogil: | |
check_flight_status(self.client.get().DoPut( | |
deref(c_options), | |
c_descriptor, | |
c_schema).Value(&c_do_put_result)) | |
py_writer = FlightStreamWriter() | |
py_writer.writer.reset(c_do_put_result.writer.release()) | |
py_reader = FlightMetadataReader() | |
py_reader.reader.reset(c_do_put_result.reader.release()) | |
return py_writer, py_reader | |
def do_exchange(self, descriptor: FlightDescriptor, | |
options: FlightCallOptions = None): | |
"""Start a bidirectional data exchange with a server. | |
Parameters | |
---------- | |
descriptor : FlightDescriptor | |
A descriptor for the flight. | |
options : FlightCallOptions | |
RPC options. | |
Returns | |
------- | |
writer : FlightStreamWriter | |
reader : FlightStreamReader | |
""" | |
cdef: | |
CDoExchangeResult c_do_exchange_result | |
CFlightCallOptions* c_options = FlightCallOptions.unwrap(options) | |
CFlightDescriptor c_descriptor = \ | |
FlightDescriptor.unwrap(descriptor) | |
with nogil: | |
check_flight_status(self.client.get().DoExchange( | |
deref(c_options), | |
c_descriptor).Value(&c_do_exchange_result)) | |
py_writer = FlightStreamWriter() | |
py_writer.writer.reset(c_do_exchange_result.writer.release()) | |
py_reader = FlightStreamReader() | |
py_reader.reader.reset(c_do_exchange_result.reader.release()) | |
return py_writer, py_reader | |
def close(self): | |
"""Close the client and disconnect.""" | |
client = self.client.get() | |
if client != NULL: | |
check_flight_status(client.Close()) | |
def __del__(self): | |
# Not ideal, but close() wasn't originally present so | |
# applications may not be calling it | |
self.close() | |
def __enter__(self): | |
return self | |
def __exit__(self, exc_type, exc_value, traceback): | |
self.close() | |
cdef class FlightDataStream(_Weakrefable): | |
""" | |
Abstract base class for Flight data streams. | |
See Also | |
-------- | |
RecordBatchStream | |
GeneratorStream | |
""" | |
cdef CFlightDataStream* to_stream(self) except *: | |
"""Create the C++ data stream for the backing Python object. | |
We don't expose the C++ object to Python, so we can manage its | |
lifetime from the Cython/C++ side. | |
""" | |
raise NotImplementedError | |
cdef class RecordBatchStream(FlightDataStream): | |
"""A Flight data stream backed by RecordBatches. | |
The remainder of this DoGet request will be handled in C++, | |
without having to acquire the GIL. | |
""" | |
cdef: | |
object data_source | |
CIpcWriteOptions write_options | |
def __init__(self, data_source, options=None): | |
"""Create a RecordBatchStream from a data source. | |
Parameters | |
---------- | |
data_source : RecordBatchReader or Table | |
The data to stream to the client. | |
options : pyarrow.ipc.IpcWriteOptions, optional | |
Optional IPC options to control how to write the data. | |
""" | |
if (not isinstance(data_source, RecordBatchReader) and | |
not isinstance(data_source, lib.Table)): | |
raise TypeError("Expected RecordBatchReader or Table, " | |
"but got: {}".format(type(data_source))) | |
self.data_source = data_source | |
self.write_options = _get_options(options).c_options | |
cdef CFlightDataStream* to_stream(self) except *: | |
cdef: | |
shared_ptr[CRecordBatchReader] reader | |
if isinstance(self.data_source, RecordBatchReader): | |
reader = (<RecordBatchReader> self.data_source).reader | |
elif isinstance(self.data_source, lib.Table): | |
table = (<Table> self.data_source).table | |
reader.reset(new TableBatchReader(deref(table))) | |
else: | |
raise RuntimeError("Can't construct RecordBatchStream " | |
"from type {}".format(type(self.data_source))) | |
return new CRecordBatchStream(reader, self.write_options) | |
cdef class GeneratorStream(FlightDataStream): | |
"""A Flight data stream backed by a Python generator.""" | |
cdef: | |
shared_ptr[CSchema] schema | |
object generator | |
# A substream currently being consumed by the client, if | |
# present. Produced by the generator. | |
unique_ptr[CFlightDataStream] current_stream | |
CIpcWriteOptions c_options | |
def __init__(self, schema, generator, options=None): | |
"""Create a GeneratorStream from a Python generator. | |
Parameters | |
---------- | |
schema : Schema | |
The schema for the data to be returned. | |
generator : iterator or iterable | |
The generator should yield other FlightDataStream objects, | |
Tables, RecordBatches, or RecordBatchReaders. | |
options : pyarrow.ipc.IpcWriteOptions, optional | |
""" | |
self.schema = pyarrow_unwrap_schema(schema) | |
self.generator = iter(generator) | |
self.c_options = _get_options(options).c_options | |
cdef CFlightDataStream* to_stream(self) except *: | |
cdef: | |
function[cb_data_stream_next] callback = &_data_stream_next | |
return new CPyGeneratorFlightDataStream(self, self.schema, callback, | |
self.c_options) | |
cdef class ServerCallContext(_Weakrefable): | |
"""Per-call state/context.""" | |
cdef: | |
const CServerCallContext* context | |
def peer_identity(self): | |
"""Get the identity of the authenticated peer. | |
May be the empty string. | |
""" | |
return tobytes(self.context.peer_identity()) | |
def peer(self): | |
"""Get the address of the peer.""" | |
# Set safe=True as gRPC on Windows sometimes gives garbage bytes | |
return frombytes(self.context.peer(), safe=True) | |
def is_cancelled(self): | |
"""Check if the current RPC call has been canceled by the client.""" | |
return self.context.is_cancelled() | |
def add_header(self, key, value): | |
"""Add a response header.""" | |
self.context.AddHeader(tobytes(key), tobytes(value)) | |
def add_trailer(self, key, value): | |
"""Add a response trailer.""" | |
self.context.AddTrailer(tobytes(key), tobytes(value)) | |
def get_middleware(self, key): | |
""" | |
Get a middleware instance by key. | |
Returns None if the middleware was not found. | |
""" | |
cdef: | |
CServerMiddleware* c_middleware = \ | |
self.context.GetMiddleware(CPyServerMiddlewareName) | |
CPyServerMiddleware* middleware | |
vector[CTracingServerMiddlewareTraceKey] c_trace_context | |
if c_middleware == NULL: | |
c_middleware = self.context.GetMiddleware(tobytes(key)) | |
if c_middleware == NULL: | |
return None | |
elif c_middleware.name() == CPyServerMiddlewareName: | |
middleware = <CPyServerMiddleware*> c_middleware | |
py_middleware = <_ServerMiddlewareWrapper> middleware.py_object() | |
return py_middleware.middleware.get(key) | |
elif c_middleware.name() == CTracingServerMiddlewareName: | |
c_trace_context = (<CTracingServerMiddleware*> c_middleware | |
).GetTraceContext() | |
trace_context = {pair.key: pair.value for pair in c_trace_context} | |
return TracingServerMiddleware(trace_context) | |
return None | |
@staticmethod | |
cdef ServerCallContext wrap(const CServerCallContext& context): | |
cdef ServerCallContext result = \ | |
ServerCallContext.__new__(ServerCallContext) | |
result.context = &context | |
return result | |
cdef class ServerAuthReader(_Weakrefable): | |
"""A reader for messages from the client during an auth handshake.""" | |
cdef: | |
CServerAuthReader* reader | |
def read(self): | |
cdef c_string token | |
if not self.reader: | |
raise ValueError("Cannot use ServerAuthReader outside " | |
"ServerAuthHandler.authenticate") | |
with nogil: | |
check_flight_status(self.reader.Read(&token)) | |
return token | |
cdef void poison(self): | |
"""Prevent further usage of this object. | |
This object is constructed by taking a pointer to a reference, | |
so we want to make sure Python users do not access this after | |
the reference goes away. | |
""" | |
self.reader = NULL | |
@staticmethod | |
cdef ServerAuthReader wrap(CServerAuthReader* reader): | |
cdef ServerAuthReader result = \ | |
ServerAuthReader.__new__(ServerAuthReader) | |
result.reader = reader | |
return result | |
cdef class ServerAuthSender(_Weakrefable): | |
"""A writer for messages to the client during an auth handshake.""" | |
cdef: | |
CServerAuthSender* sender | |
def write(self, message): | |
cdef c_string c_message = tobytes(message) | |
if not self.sender: | |
raise ValueError("Cannot use ServerAuthSender outside " | |
"ServerAuthHandler.authenticate") | |
with nogil: | |
check_flight_status(self.sender.Write(c_message)) | |
cdef void poison(self): | |
"""Prevent further usage of this object. | |
This object is constructed by taking a pointer to a reference, | |
so we want to make sure Python users do not access this after | |
the reference goes away. | |
""" | |
self.sender = NULL | |
@staticmethod | |
cdef ServerAuthSender wrap(CServerAuthSender* sender): | |
cdef ServerAuthSender result = \ | |
ServerAuthSender.__new__(ServerAuthSender) | |
result.sender = sender | |
return result | |
cdef class ClientAuthReader(_Weakrefable): | |
"""A reader for messages from the server during an auth handshake.""" | |
cdef: | |
CClientAuthReader* reader | |
def read(self): | |
cdef c_string token | |
if not self.reader: | |
raise ValueError("Cannot use ClientAuthReader outside " | |
"ClientAuthHandler.authenticate") | |
with nogil: | |
check_flight_status(self.reader.Read(&token)) | |
return token | |
cdef void poison(self): | |
"""Prevent further usage of this object. | |
This object is constructed by taking a pointer to a reference, | |
so we want to make sure Python users do not access this after | |
the reference goes away. | |
""" | |
self.reader = NULL | |
@staticmethod | |
cdef ClientAuthReader wrap(CClientAuthReader* reader): | |
cdef ClientAuthReader result = \ | |
ClientAuthReader.__new__(ClientAuthReader) | |
result.reader = reader | |
return result | |
cdef class ClientAuthSender(_Weakrefable): | |
"""A writer for messages to the server during an auth handshake.""" | |
cdef: | |
CClientAuthSender* sender | |
def write(self, message): | |
cdef c_string c_message = tobytes(message) | |
if not self.sender: | |
raise ValueError("Cannot use ClientAuthSender outside " | |
"ClientAuthHandler.authenticate") | |
with nogil: | |
check_flight_status(self.sender.Write(c_message)) | |
cdef void poison(self): | |
"""Prevent further usage of this object. | |
This object is constructed by taking a pointer to a reference, | |
so we want to make sure Python users do not access this after | |
the reference goes away. | |
""" | |
self.sender = NULL | |
@staticmethod | |
cdef ClientAuthSender wrap(CClientAuthSender* sender): | |
cdef ClientAuthSender result = \ | |
ClientAuthSender.__new__(ClientAuthSender) | |
result.sender = sender | |
return result | |
cdef CStatus _data_stream_next(void* self, CFlightPayload* payload) except *: | |
"""Callback for implementing FlightDataStream in Python.""" | |
cdef: | |
unique_ptr[CFlightDataStream] data_stream | |
py_stream = <object> self | |
if not isinstance(py_stream, GeneratorStream): | |
raise RuntimeError("self object in callback is not GeneratorStream") | |
stream = <GeneratorStream> py_stream | |
# The generator is allowed to yield a reader or table which we | |
# yield from; if that sub-generator is empty, we need to reset and | |
# try again. However, limit the number of attempts so that we | |
# don't just spin forever. | |
max_attempts = 128 | |
for _ in range(max_attempts): | |
if stream.current_stream != nullptr: | |
with nogil: | |
check_flight_status( | |
stream.current_stream.get().Next().Value(payload)) | |
# If the stream ended, see if there's another stream from the | |
# generator | |
if payload.ipc_message.metadata != nullptr: | |
return CStatus_OK() | |
stream.current_stream.reset(nullptr) | |
try: | |
result = next(stream.generator) | |
except StopIteration: | |
payload.ipc_message.metadata.reset(<CBuffer*> nullptr) | |
return CStatus_OK() | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
if isinstance(result, (list, tuple)): | |
result, metadata = result | |
else: | |
result, metadata = result, None | |
if isinstance(result, (Table, RecordBatchReader)): | |
if metadata: | |
raise ValueError("Can only return metadata alongside a " | |
"RecordBatch.") | |
result = RecordBatchStream(result) | |
stream_schema = pyarrow_wrap_schema(stream.schema) | |
if isinstance(result, FlightDataStream): | |
if metadata: | |
raise ValueError("Can only return metadata alongside a " | |
"RecordBatch.") | |
data_stream = unique_ptr[CFlightDataStream]( | |
(<FlightDataStream> result).to_stream()) | |
substream_schema = pyarrow_wrap_schema(data_stream.get().schema()) | |
if substream_schema != stream_schema: | |
raise ValueError("Got a FlightDataStream whose schema " | |
"does not match the declared schema of this " | |
"GeneratorStream. " | |
"Got: {}\nExpected: {}".format( | |
substream_schema, stream_schema)) | |
stream.current_stream.reset( | |
new CPyFlightDataStream(result, move(data_stream))) | |
# Loop around and try again | |
continue | |
elif isinstance(result, RecordBatch): | |
batch = <RecordBatch> result | |
if batch.schema != stream_schema: | |
raise ValueError("Got a RecordBatch whose schema does not " | |
"match the declared schema of this " | |
"GeneratorStream. " | |
"Got: {}\nExpected: {}".format(batch.schema, | |
stream_schema)) | |
check_flight_status(GetRecordBatchPayload( | |
deref(batch.batch), | |
stream.c_options, | |
&payload.ipc_message)) | |
if metadata: | |
payload.app_metadata = pyarrow_unwrap_buffer( | |
as_buffer(metadata)) | |
else: | |
raise TypeError("GeneratorStream must be initialized with " | |
"an iterator of FlightDataStream, Table, " | |
"RecordBatch, or RecordBatchStreamReader objects, " | |
"not {}.".format(type(result))) | |
# Don't loop around | |
return CStatus_OK() | |
# Ran out of attempts (the RPC handler kept yielding empty tables/readers) | |
raise RuntimeError("While getting next payload, ran out of attempts to " | |
"get something to send " | |
"(application server implementation error)") | |
cdef CStatus _list_flights(void* self, const CServerCallContext& context, | |
const CCriteria* c_criteria, | |
unique_ptr[CFlightListing]* listing) except *: | |
"""Callback for implementing ListFlights in Python.""" | |
cdef: | |
vector[CFlightInfo] flights | |
try: | |
result = (<object> self).list_flights(ServerCallContext.wrap(context), | |
c_criteria.expression) | |
for info in result: | |
if not isinstance(info, FlightInfo): | |
raise TypeError("FlightServerBase.list_flights must return " | |
"FlightInfo instances, but got {}".format( | |
type(info))) | |
flights.push_back(deref((<FlightInfo> info).info.get())) | |
listing.reset(new CSimpleFlightListing(flights)) | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
return CStatus_OK() | |
cdef CStatus _get_flight_info(void* self, const CServerCallContext& context, | |
CFlightDescriptor c_descriptor, | |
unique_ptr[CFlightInfo]* info) except *: | |
"""Callback for implementing Flight servers in Python.""" | |
cdef: | |
FlightDescriptor py_descriptor = \ | |
FlightDescriptor.__new__(FlightDescriptor) | |
py_descriptor.descriptor = c_descriptor | |
try: | |
result = (<object> self).get_flight_info( | |
ServerCallContext.wrap(context), | |
py_descriptor) | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
if not isinstance(result, FlightInfo): | |
raise TypeError("FlightServerBase.get_flight_info must return " | |
"a FlightInfo instance, but got {}".format( | |
type(result))) | |
info.reset(new CFlightInfo(deref((<FlightInfo> result).info.get()))) | |
return CStatus_OK() | |
cdef CStatus _get_schema(void* self, const CServerCallContext& context, | |
CFlightDescriptor c_descriptor, | |
unique_ptr[CSchemaResult]* info) except *: | |
"""Callback for implementing Flight servers in Python.""" | |
cdef: | |
FlightDescriptor py_descriptor = \ | |
FlightDescriptor.__new__(FlightDescriptor) | |
py_descriptor.descriptor = c_descriptor | |
result = (<object> self).get_schema(ServerCallContext.wrap(context), | |
py_descriptor) | |
if not isinstance(result, SchemaResult): | |
raise TypeError("FlightServerBase.get_schema_info must return " | |
"a SchemaResult instance, but got {}".format( | |
type(result))) | |
info.reset(new CSchemaResult(deref((<SchemaResult> result).result.get()))) | |
return CStatus_OK() | |
cdef CStatus _do_put(void* self, const CServerCallContext& context, | |
unique_ptr[CFlightMessageReader] reader, | |
unique_ptr[CFlightMetadataWriter] writer) except *: | |
"""Callback for implementing Flight servers in Python.""" | |
cdef: | |
MetadataRecordBatchReader py_reader = MetadataRecordBatchReader() | |
FlightMetadataWriter py_writer = FlightMetadataWriter() | |
FlightDescriptor descriptor = \ | |
FlightDescriptor.__new__(FlightDescriptor) | |
descriptor.descriptor = reader.get().descriptor() | |
py_reader.reader.reset(reader.release()) | |
py_writer.writer.reset(writer.release()) | |
try: | |
(<object> self).do_put(ServerCallContext.wrap(context), descriptor, | |
py_reader, py_writer) | |
return CStatus_OK() | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
cdef CStatus _do_get(void* self, const CServerCallContext& context, | |
CTicket ticket, | |
unique_ptr[CFlightDataStream]* stream) except *: | |
"""Callback for implementing Flight servers in Python.""" | |
cdef: | |
unique_ptr[CFlightDataStream] data_stream | |
py_ticket = Ticket(ticket.ticket) | |
try: | |
result = (<object> self).do_get(ServerCallContext.wrap(context), | |
py_ticket) | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
if not isinstance(result, FlightDataStream): | |
raise TypeError("FlightServerBase.do_get must return " | |
"a FlightDataStream") | |
data_stream = unique_ptr[CFlightDataStream]( | |
(<FlightDataStream> result).to_stream()) | |
stream[0] = unique_ptr[CFlightDataStream]( | |
new CPyFlightDataStream(result, move(data_stream))) | |
return CStatus_OK() | |
cdef CStatus _do_exchange(void* self, const CServerCallContext& context, | |
unique_ptr[CFlightMessageReader] reader, | |
unique_ptr[CFlightMessageWriter] writer) except *: | |
"""Callback for implementing Flight servers in Python.""" | |
cdef: | |
MetadataRecordBatchReader py_reader = MetadataRecordBatchReader() | |
MetadataRecordBatchWriter py_writer = MetadataRecordBatchWriter() | |
FlightDescriptor descriptor = \ | |
FlightDescriptor.__new__(FlightDescriptor) | |
descriptor.descriptor = reader.get().descriptor() | |
py_reader.reader.reset(reader.release()) | |
py_writer.writer.reset(writer.release()) | |
try: | |
(<object> self).do_exchange(ServerCallContext.wrap(context), | |
descriptor, py_reader, py_writer) | |
return CStatus_OK() | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
cdef CStatus _do_action_result_next( | |
void* self, | |
unique_ptr[CFlightResult]* result | |
) except *: | |
"""Callback for implementing Flight servers in Python.""" | |
cdef: | |
CFlightResult* c_result | |
try: | |
action_result = next(<object> self) | |
if not isinstance(action_result, Result): | |
action_result = Result(action_result) | |
c_result = (<Result> action_result).result.get() | |
result.reset(new CFlightResult(deref(c_result))) | |
except StopIteration: | |
result.reset(nullptr) | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
return CStatus_OK() | |
cdef CStatus _do_action(void* self, const CServerCallContext& context, | |
const CAction& action, | |
unique_ptr[CResultStream]* result) except *: | |
"""Callback for implementing Flight servers in Python.""" | |
cdef: | |
function[cb_result_next] ptr = &_do_action_result_next | |
py_action = Action(action.type, pyarrow_wrap_buffer(action.body)) | |
try: | |
responses = (<object> self).do_action(ServerCallContext.wrap(context), | |
py_action) | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
# Let the application return an iterator or anything convertible | |
# into one | |
if responses is None: | |
# Server didn't return anything | |
responses = [] | |
result.reset(new CPyFlightResultStream(iter(responses), ptr)) | |
return CStatus_OK() | |
cdef CStatus _list_actions(void* self, const CServerCallContext& context, | |
vector[CActionType]* actions) except *: | |
"""Callback for implementing Flight servers in Python.""" | |
cdef: | |
CActionType action_type | |
# Method should return a list of ActionTypes or similar tuple | |
try: | |
result = (<object> self).list_actions(ServerCallContext.wrap(context)) | |
for action in result: | |
if not isinstance(action, tuple): | |
raise TypeError( | |
"Results of list_actions must be ActionType or tuple") | |
action_type.type = tobytes(action[0]) | |
action_type.description = tobytes(action[1]) | |
actions.push_back(action_type) | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
return CStatus_OK() | |
cdef CStatus _server_authenticate(void* self, CServerAuthSender* outgoing, | |
CServerAuthReader* incoming) except *: | |
"""Callback for implementing authentication in Python.""" | |
sender = ServerAuthSender.wrap(outgoing) | |
reader = ServerAuthReader.wrap(incoming) | |
try: | |
(<object> self).authenticate(sender, reader) | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
finally: | |
sender.poison() | |
reader.poison() | |
return CStatus_OK() | |
cdef CStatus _is_valid(void* self, const c_string& token, | |
c_string* peer_identity) except *: | |
"""Callback for implementing authentication in Python.""" | |
cdef c_string c_result | |
try: | |
c_result = tobytes((<object> self).is_valid(token)) | |
peer_identity[0] = c_result | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
return CStatus_OK() | |
cdef CStatus _client_authenticate(void* self, CClientAuthSender* outgoing, | |
CClientAuthReader* incoming) except *: | |
"""Callback for implementing authentication in Python.""" | |
sender = ClientAuthSender.wrap(outgoing) | |
reader = ClientAuthReader.wrap(incoming) | |
try: | |
(<object> self).authenticate(sender, reader) | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
finally: | |
sender.poison() | |
reader.poison() | |
return CStatus_OK() | |
cdef CStatus _get_token(void* self, c_string* token) except *: | |
"""Callback for implementing authentication in Python.""" | |
cdef c_string c_result | |
try: | |
c_result = tobytes((<object> self).get_token()) | |
token[0] = c_result | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
return CStatus_OK() | |
cdef CStatus _middleware_sending_headers( | |
void* self, CAddCallHeaders* add_headers) except *: | |
"""Callback for implementing middleware.""" | |
try: | |
headers = (<object> self).sending_headers() | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
if headers: | |
for header, values in headers.items(): | |
if isinstance(values, (str, bytes)): | |
values = (values,) | |
# Headers in gRPC (and HTTP/1, HTTP/2) are required to be | |
# valid, lowercase ASCII. | |
header = header.lower() | |
if isinstance(header, str): | |
header = header.encode("ascii") | |
for value in values: | |
if isinstance(value, str): | |
value = value.encode("ascii") | |
# Allow bytes values to pass through. | |
add_headers.AddHeader(header, value) | |
return CStatus_OK() | |
cdef CStatus _middleware_call_completed( | |
void* self, | |
const CStatus& call_status) except *: | |
"""Callback for implementing middleware.""" | |
try: | |
try: | |
check_flight_status(call_status) | |
except Exception as e: | |
(<object> self).call_completed(e) | |
else: | |
(<object> self).call_completed(None) | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
return CStatus_OK() | |
cdef CStatus _middleware_received_headers( | |
void* self, | |
const CCallHeaders& c_headers) except *: | |
"""Callback for implementing middleware.""" | |
try: | |
headers = convert_headers(c_headers) | |
(<object> self).received_headers(headers) | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
return CStatus_OK() | |
cdef dict convert_headers(const CCallHeaders& c_headers): | |
cdef: | |
CCallHeaders.const_iterator header_iter = c_headers.cbegin() | |
headers = {} | |
while header_iter != c_headers.cend(): | |
header = c_string(deref(header_iter).first).decode("ascii") | |
value = c_string(deref(header_iter).second) | |
if not header.endswith("-bin"): | |
# Text header values in gRPC (and HTTP/1, HTTP/2) are | |
# required to be valid ASCII. Binary header values are | |
# exposed as bytes. | |
value = value.decode("ascii") | |
headers.setdefault(header, []).append(value) | |
postincrement(header_iter) | |
return headers | |
cdef CStatus _server_middleware_start_call( | |
void* self, | |
const CCallInfo& c_info, | |
const CCallHeaders& c_headers, | |
shared_ptr[CServerMiddleware]* c_instance) except *: | |
"""Callback for implementing server middleware.""" | |
instance = None | |
try: | |
call_info = wrap_call_info(c_info) | |
headers = convert_headers(c_headers) | |
instance = (<object> self).start_call(call_info, headers) | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
if instance: | |
ServerMiddleware.wrap(instance, c_instance) | |
return CStatus_OK() | |
cdef CStatus _client_middleware_start_call( | |
void* self, | |
const CCallInfo& c_info, | |
unique_ptr[CClientMiddleware]* c_instance) except *: | |
"""Callback for implementing client middleware.""" | |
instance = None | |
try: | |
call_info = wrap_call_info(c_info) | |
instance = (<object> self).start_call(call_info) | |
except FlightError as flight_error: | |
return (<FlightError> flight_error).to_status() | |
if instance: | |
ClientMiddleware.wrap(instance, c_instance) | |
return CStatus_OK() | |
cdef class ServerAuthHandler(_Weakrefable): | |
"""Authentication middleware for a server. | |
To implement an authentication mechanism, subclass this class and | |
override its methods. | |
""" | |
def authenticate(self, outgoing, incoming): | |
"""Conduct the handshake with the client. | |
May raise an error if the client cannot authenticate. | |
Parameters | |
---------- | |
outgoing : ServerAuthSender | |
A channel to send messages to the client. | |
incoming : ServerAuthReader | |
A channel to read messages from the client. | |
""" | |
raise NotImplementedError | |
def is_valid(self, token): | |
"""Validate a client token, returning their identity. | |
May return an empty string (if the auth mechanism does not | |
name the peer) or raise an exception (if the token is | |
invalid). | |
Parameters | |
---------- | |
token : bytes | |
The authentication token from the client. | |
""" | |
raise NotImplementedError | |
cdef PyServerAuthHandler* to_handler(self): | |
cdef PyServerAuthHandlerVtable vtable | |
vtable.authenticate = _server_authenticate | |
vtable.is_valid = _is_valid | |
return new PyServerAuthHandler(self, vtable) | |
cdef class ClientAuthHandler(_Weakrefable): | |
"""Authentication plugin for a client.""" | |
def authenticate(self, outgoing, incoming): | |
"""Conduct the handshake with the server. | |
Parameters | |
---------- | |
outgoing : ClientAuthSender | |
A channel to send messages to the server. | |
incoming : ClientAuthReader | |
A channel to read messages from the server. | |
""" | |
raise NotImplementedError | |
def get_token(self): | |
"""Get the auth token for a call.""" | |
raise NotImplementedError | |
cdef PyClientAuthHandler* to_handler(self): | |
cdef PyClientAuthHandlerVtable vtable | |
vtable.authenticate = _client_authenticate | |
vtable.get_token = _get_token | |
return new PyClientAuthHandler(self, vtable) | |
_CallInfo = collections.namedtuple("_CallInfo", ["method"]) | |
class CallInfo(_CallInfo): | |
"""Information about a particular RPC for Flight middleware.""" | |
cdef wrap_call_info(const CCallInfo& c_info): | |
method = wrap_flight_method(c_info.method) | |
return CallInfo(method=method) | |
cdef class ClientMiddlewareFactory(_Weakrefable): | |
"""A factory for new middleware instances. | |
All middleware methods will be called from the same thread as the | |
RPC method implementation. That is, thread-locals set in the | |
client are accessible from the middleware itself. | |
""" | |
def start_call(self, info): | |
"""Called at the start of an RPC. | |
This must be thread-safe and must not raise exceptions. | |
Parameters | |
---------- | |
info : CallInfo | |
Information about the call. | |
Returns | |
------- | |
instance : ClientMiddleware | |
An instance of ClientMiddleware (the instance to use for | |
the call), or None if this call is not intercepted. | |
""" | |
cdef class ClientMiddleware(_Weakrefable): | |
"""Client-side middleware for a call, instantiated per RPC. | |
Methods here should be fast and must be infallible: they should | |
not raise exceptions or stall indefinitely. | |
""" | |
def sending_headers(self): | |
"""A callback before headers are sent. | |
Returns | |
------- | |
headers : dict | |
A dictionary of header values to add to the request, or | |
None if no headers are to be added. The dictionary should | |
have string keys and string or list-of-string values. | |
Bytes values are allowed, but the underlying transport may | |
not support them or may restrict them. For gRPC, binary | |
values are only allowed on headers ending in "-bin". | |
Header names must be lowercase ASCII. | |
""" | |
def received_headers(self, headers): | |
"""A callback when headers are received. | |
The default implementation does nothing. | |
Parameters | |
---------- | |
headers : dict | |
A dictionary of headers from the server. Keys are strings | |
and values are lists of strings (for text headers) or | |
bytes (for binary headers). | |
""" | |
def call_completed(self, exception): | |
"""A callback when the call finishes. | |
The default implementation does nothing. | |
Parameters | |
---------- | |
exception : ArrowException | |
If the call errored, this is the equivalent | |
exception. Will be None if the call succeeded. | |
""" | |
@staticmethod | |
cdef void wrap(object py_middleware, | |
unique_ptr[CClientMiddleware]* c_instance): | |
cdef PyClientMiddlewareVtable vtable | |
vtable.sending_headers = _middleware_sending_headers | |
vtable.received_headers = _middleware_received_headers | |
vtable.call_completed = _middleware_call_completed | |
c_instance[0].reset(new CPyClientMiddleware(py_middleware, vtable)) | |
cdef class ServerMiddlewareFactory(_Weakrefable): | |
"""A factory for new middleware instances. | |
All middleware methods will be called from the same thread as the | |
RPC method implementation. That is, thread-locals set in the | |
middleware are accessible from the method itself. | |
""" | |
def start_call(self, info, headers): | |
"""Called at the start of an RPC. | |
This must be thread-safe. | |
Parameters | |
---------- | |
info : CallInfo | |
Information about the call. | |
headers : dict | |
A dictionary of headers from the client. Keys are strings | |
and values are lists of strings (for text headers) or | |
bytes (for binary headers). | |
Returns | |
------- | |
instance : ServerMiddleware | |
An instance of ServerMiddleware (the instance to use for | |
the call), or None if this call is not intercepted. | |
Raises | |
------ | |
exception : pyarrow.ArrowException | |
If an exception is raised, the call will be rejected with | |
the given error. | |
""" | |
cdef class TracingServerMiddlewareFactory(ServerMiddlewareFactory): | |
"""A factory for tracing middleware instances. | |
This enables OpenTelemetry support in Arrow (if Arrow was compiled | |
with OpenTelemetry support enabled). A new span will be started on | |
each RPC call. The TracingServerMiddleware instance can then be | |
retrieved within an RPC handler to get the propagated context, | |
which can be used to start a new span on the Python side. | |
Because the Python/C++ OpenTelemetry libraries do not | |
interoperate, spans on the C++ side are not directly visible to | |
the Python side and vice versa. | |
""" | |
cdef class ServerMiddleware(_Weakrefable): | |
"""Server-side middleware for a call, instantiated per RPC. | |
Methods here should be fast and must be infallible: they should | |
not raise exceptions or stall indefinitely. | |
""" | |
def sending_headers(self): | |
"""A callback before headers are sent. | |
Returns | |
------- | |
headers : dict | |
A dictionary of header values to add to the response, or | |
None if no headers are to be added. The dictionary should | |
have string keys and string or list-of-string values. | |
Bytes values are allowed, but the underlying transport may | |
not support them or may restrict them. For gRPC, binary | |
values are only allowed on headers ending in "-bin". | |
Header names must be lowercase ASCII. | |
""" | |
def call_completed(self, exception): | |
"""A callback when the call finishes. | |
Parameters | |
---------- | |
exception : pyarrow.ArrowException | |
If the call errored, this is the equivalent | |
exception. Will be None if the call succeeded. | |
""" | |
@staticmethod | |
cdef void wrap(object py_middleware, | |
shared_ptr[CServerMiddleware]* c_instance): | |
cdef PyServerMiddlewareVtable vtable | |
vtable.sending_headers = _middleware_sending_headers | |
vtable.call_completed = _middleware_call_completed | |
c_instance[0].reset(new CPyServerMiddleware(py_middleware, vtable)) | |
class TracingServerMiddleware(ServerMiddleware): | |
__slots__ = ["trace_context"] | |
def __init__(self, trace_context): | |
self.trace_context = trace_context | |
cdef class _ServerMiddlewareFactoryWrapper(ServerMiddlewareFactory): | |
"""Wrapper to bundle server middleware into a single C++ one.""" | |
cdef: | |
dict factories | |
def __init__(self, dict factories): | |
self.factories = factories | |
def start_call(self, info, headers): | |
instances = {} | |
for key, factory in self.factories.items(): | |
instance = factory.start_call(info, headers) | |
if instance: | |
# TODO: prevent duplicate keys | |
instances[key] = instance | |
if instances: | |
wrapper = _ServerMiddlewareWrapper(instances) | |
return wrapper | |
return None | |
cdef class _ServerMiddlewareWrapper(ServerMiddleware): | |
cdef: | |
dict middleware | |
def __init__(self, dict middleware): | |
self.middleware = middleware | |
def sending_headers(self): | |
headers = collections.defaultdict(list) | |
for instance in self.middleware.values(): | |
more_headers = instance.sending_headers() | |
if not more_headers: | |
continue | |
# Manually merge with existing headers (since headers are | |
# multi-valued) | |
for key, values in more_headers.items(): | |
# ARROW-16606 gRPC aborts given non-lowercase headers | |
key = key.lower() | |
if isinstance(values, (bytes, str)): | |
values = (values,) | |
headers[key].extend(values) | |
return headers | |
def call_completed(self, exception): | |
for instance in self.middleware.values(): | |
instance.call_completed(exception) | |
cdef class _FlightServerFinalizer(_Weakrefable): | |
""" | |
A finalizer that shuts down the server on destruction. | |
See ARROW-16597. If the server is still active at interpreter | |
exit, the process may segfault. | |
""" | |
cdef: | |
shared_ptr[PyFlightServer] server | |
def finalize(self): | |
cdef: | |
PyFlightServer* server = self.server.get() | |
CStatus status | |
if server == NULL: | |
return | |
try: | |
with nogil: | |
status = server.Shutdown() | |
if status.ok(): | |
status = server.Wait() | |
check_flight_status(status) | |
finally: | |
self.server.reset() | |
cdef class FlightServerBase(_Weakrefable): | |
"""A Flight service definition. | |
To start the server, create an instance of this class with an | |
appropriate location. The server will be running as soon as the | |
instance is created; it is not required to call :meth:`serve`. | |
Override methods to define your Flight service. | |
Parameters | |
---------- | |
location : str, tuple or Location optional, default None | |
Location to serve on. Either a gRPC URI like `grpc://localhost:port`, | |
a tuple of (host, port) pair, or a Location instance. | |
If None is passed then the server will be started on localhost with a | |
system provided random port. | |
auth_handler : ServerAuthHandler optional, default None | |
An authentication mechanism to use. May be None. | |
tls_certificates : list optional, default None | |
A list of (certificate, key) pairs. | |
verify_client : boolean optional, default False | |
If True, then enable mutual TLS: require the client to present | |
a client certificate, and validate the certificate. | |
root_certificates : bytes optional, default None | |
If enabling mutual TLS, this specifies the PEM-encoded root | |
certificate used to validate client certificates. | |
middleware : dict optional, default None | |
A dictionary of :class:`ServerMiddlewareFactory` instances. The | |
string keys can be used to retrieve the middleware instance within | |
RPC handlers (see :meth:`ServerCallContext.get_middleware`). | |
""" | |
cdef: | |
shared_ptr[PyFlightServer] server | |
object finalizer | |
def __init__(self, location=None, auth_handler=None, | |
tls_certificates=None, verify_client=None, | |
root_certificates=None, middleware=None): | |
self.finalizer = None | |
if isinstance(location, (bytes, str)): | |
location = Location(location) | |
elif isinstance(location, (tuple, type(None))): | |
if location is None: | |
location = ('localhost', 0) | |
host, port = location | |
if tls_certificates: | |
location = Location.for_grpc_tls(host, port) | |
else: | |
location = Location.for_grpc_tcp(host, port) | |
elif not isinstance(location, Location): | |
raise TypeError('`location` argument must be a string, tuple or a ' | |
'Location instance') | |
self.init(location, auth_handler, tls_certificates, verify_client, | |
tobytes(root_certificates or b""), middleware) | |
cdef init(self, Location location, ServerAuthHandler auth_handler, | |
list tls_certificates, c_bool verify_client, | |
bytes root_certificates, dict middleware): | |
cdef: | |
PyFlightServerVtable vtable = PyFlightServerVtable() | |
PyFlightServer* c_server | |
unique_ptr[CFlightServerOptions] c_options | |
CCertKeyPair c_cert | |
function[cb_server_middleware_start_call] start_call = \ | |
&_server_middleware_start_call | |
pair[c_string, shared_ptr[CServerMiddlewareFactory]] c_middleware | |
c_options.reset(new CFlightServerOptions(Location.unwrap(location))) | |
# mTLS configuration | |
c_options.get().verify_client = verify_client | |
c_options.get().root_certificates = root_certificates | |
if auth_handler: | |
if not isinstance(auth_handler, ServerAuthHandler): | |
raise TypeError("auth_handler must be a ServerAuthHandler, " | |
"not a '{}'".format(type(auth_handler))) | |
c_options.get().auth_handler.reset( | |
(<ServerAuthHandler> auth_handler).to_handler()) | |
if tls_certificates: | |
for cert, key in tls_certificates: | |
c_cert.pem_cert = tobytes(cert) | |
c_cert.pem_key = tobytes(key) | |
c_options.get().tls_certificates.push_back(c_cert) | |
if middleware: | |
non_tracing_middleware = {} | |
enable_tracing = None | |
for key, factory in middleware.items(): | |
if isinstance(factory, TracingServerMiddlewareFactory): | |
if enable_tracing is not None: | |
raise ValueError( | |
"Can only provide " | |
"TracingServerMiddlewareFactory once") | |
if tobytes(key) == CPyServerMiddlewareName: | |
raise ValueError(f"Middleware key cannot be {key}") | |
enable_tracing = key | |
else: | |
non_tracing_middleware[key] = factory | |
if enable_tracing: | |
c_middleware.first = tobytes(enable_tracing) | |
c_middleware.second = MakeTracingServerMiddlewareFactory() | |
c_options.get().middleware.push_back(c_middleware) | |
py_middleware = _ServerMiddlewareFactoryWrapper( | |
non_tracing_middleware) | |
c_middleware.first = CPyServerMiddlewareName | |
c_middleware.second.reset(new CPyServerMiddlewareFactory( | |
py_middleware, | |
start_call)) | |
c_options.get().middleware.push_back(c_middleware) | |
vtable.list_flights = &_list_flights | |
vtable.get_flight_info = &_get_flight_info | |
vtable.get_schema = &_get_schema | |
vtable.do_put = &_do_put | |
vtable.do_get = &_do_get | |
vtable.do_exchange = &_do_exchange | |
vtable.list_actions = &_list_actions | |
vtable.do_action = &_do_action | |
c_server = new PyFlightServer(self, vtable) | |
self.server.reset(c_server) | |
with nogil: | |
check_flight_status(c_server.Init(deref(c_options))) | |
cdef _FlightServerFinalizer finalizer = _FlightServerFinalizer() | |
finalizer.server = self.server | |
self.finalizer = weakref.finalize(self, finalizer.finalize) | |
@property | |
def port(self): | |
""" | |
Get the port that this server is listening on. | |
Returns a non-positive value if the operation is invalid | |
(e.g. init() was not called or server is listening on a domain | |
socket). | |
""" | |
return self.server.get().port() | |
def list_flights(self, context, criteria): | |
"""List flights available on this service. | |
Applications should override this method to implement their | |
own behavior. The default method raises a NotImplementedError. | |
Parameters | |
---------- | |
context : ServerCallContext | |
Common contextual information. | |
criteria : bytes | |
Filter criteria provided by the client. | |
Returns | |
------- | |
iterator of FlightInfo | |
""" | |
raise NotImplementedError | |
def get_flight_info(self, context, descriptor): | |
"""Get information about a flight. | |
Applications should override this method to implement their | |
own behavior. The default method raises a NotImplementedError. | |
Parameters | |
---------- | |
context : ServerCallContext | |
Common contextual information. | |
descriptor : FlightDescriptor | |
The descriptor for the flight provided by the client. | |
Returns | |
------- | |
FlightInfo | |
""" | |
raise NotImplementedError | |
def get_schema(self, context, descriptor): | |
"""Get the schema of a flight. | |
Applications should override this method to implement their | |
own behavior. The default method raises a NotImplementedError. | |
Parameters | |
---------- | |
context : ServerCallContext | |
Common contextual information. | |
descriptor : FlightDescriptor | |
The descriptor for the flight provided by the client. | |
Returns | |
------- | |
Schema | |
""" | |
raise NotImplementedError | |
def do_put(self, context, descriptor, reader: MetadataRecordBatchReader, | |
writer: FlightMetadataWriter): | |
"""Write data to a flight. | |
Applications should override this method to implement their | |
own behavior. The default method raises a NotImplementedError. | |
Parameters | |
---------- | |
context : ServerCallContext | |
Common contextual information. | |
descriptor : FlightDescriptor | |
The descriptor for the flight provided by the client. | |
reader : MetadataRecordBatchReader | |
A reader for data uploaded by the client. | |
writer : FlightMetadataWriter | |
A writer to send responses to the client. | |
""" | |
raise NotImplementedError | |
def do_get(self, context, ticket): | |
"""Write data to a flight. | |
Applications should override this method to implement their | |
own behavior. The default method raises a NotImplementedError. | |
Parameters | |
---------- | |
context : ServerCallContext | |
Common contextual information. | |
ticket : Ticket | |
The ticket for the flight. | |
Returns | |
------- | |
FlightDataStream | |
A stream of data to send back to the client. | |
""" | |
raise NotImplementedError | |
def do_exchange(self, context, descriptor, reader, writer): | |
"""Write data to a flight. | |
Applications should override this method to implement their | |
own behavior. The default method raises a NotImplementedError. | |
Parameters | |
---------- | |
context : ServerCallContext | |
Common contextual information. | |
descriptor : FlightDescriptor | |
The descriptor for the flight provided by the client. | |
reader : MetadataRecordBatchReader | |
A reader for data uploaded by the client. | |
writer : MetadataRecordBatchWriter | |
A writer to send responses to the client. | |
""" | |
raise NotImplementedError | |
def list_actions(self, context): | |
"""List custom actions available on this server. | |
Applications should override this method to implement their | |
own behavior. The default method raises a NotImplementedError. | |
Parameters | |
---------- | |
context : ServerCallContext | |
Common contextual information. | |
Returns | |
------- | |
iterator of ActionType or tuple | |
""" | |
raise NotImplementedError | |
def do_action(self, context, action): | |
"""Execute a custom action. | |
This method should return an iterator, or it should be a | |
generator. Applications should override this method to | |
implement their own behavior. The default method raises a | |
NotImplementedError. | |
Parameters | |
---------- | |
context : ServerCallContext | |
Common contextual information. | |
action : Action | |
The action to execute. | |
Returns | |
------- | |
iterator of bytes | |
""" | |
raise NotImplementedError | |
def serve(self): | |
"""Block until the server shuts down. | |
This method only returns if shutdown() is called or a signal is | |
received. | |
""" | |
if self.server.get() == nullptr: | |
raise ValueError("run() on uninitialized FlightServerBase") | |
with nogil: | |
check_flight_status(self.server.get().ServeWithSignals()) | |
def run(self): | |
"""Block until the server shuts down. | |
.. deprecated:: 0.15.0 | |
Use the ``FlightServer.serve`` method instead | |
""" | |
warnings.warn("The 'FlightServer.run' method is deprecated, use " | |
"FlightServer.serve method instead") | |
self.serve() | |
def shutdown(self): | |
"""Shut down the server, blocking until current requests finish. | |
Do not call this directly from the implementation of a Flight | |
method, as then the server will block forever waiting for that | |
request to finish. Instead, call this method from a background | |
thread. | |
This method should only be called once. | |
""" | |
# Must not hold the GIL: shutdown waits for pending RPCs to | |
# complete. Holding the GIL means Python-implemented Flight | |
# methods will never get to run, so this will hang | |
# indefinitely. | |
if self.server.get() == nullptr: | |
raise ValueError("shutdown() on uninitialized FlightServerBase") | |
with nogil: | |
check_flight_status(self.server.get().Shutdown()) | |
def wait(self): | |
"""Block until server is terminated with shutdown.""" | |
with nogil: | |
self.server.get().Wait() | |
def __enter__(self): | |
return self | |
def __exit__(self, exc_type, exc_value, traceback): | |
if self.finalizer: | |
self.finalizer() | |
def connect(location, **kwargs): | |
""" | |
Connect to a Flight server. | |
Parameters | |
---------- | |
location : str, tuple, or Location | |
Location to connect to. Either a URI like "grpc://localhost:port", | |
a tuple of (host, port), or a Location instance. | |
tls_root_certs : bytes or None | |
PEM-encoded. | |
cert_chain: str or None | |
If provided, enables TLS mutual authentication. | |
private_key: str or None | |
If provided, enables TLS mutual authentication. | |
override_hostname : str or None | |
Override the hostname checked by TLS. Insecure, use with caution. | |
middleware : list or None | |
A list of ClientMiddlewareFactory instances to apply. | |
write_size_limit_bytes : int or None | |
A soft limit on the size of a data payload sent to the | |
server. Enabled if positive. If enabled, writing a record | |
batch that (when serialized) exceeds this limit will raise an | |
exception; the client can retry the write with a smaller | |
batch. | |
disable_server_verification : boolean or None | |
Disable verifying the server when using TLS. | |
Insecure, use with caution. | |
generic_options : list or None | |
A list of generic (string, int or string) options to pass to | |
the underlying transport. | |
Returns | |
------- | |
client : FlightClient | |
""" | |
return FlightClient(location, **kwargs) | |