spark-instrumented-optimizer/python/pyspark/streaming/context.pyi
zero323 665817bd4f [SPARK-33457][PYTHON] Adjust mypy configuration
### What changes were proposed in this pull request?

This pull request:

- Adds following flags to the main mypy configuration:
  - [`strict_optional`](https://mypy.readthedocs.io/en/stable/config_file.html#confval-strict_optional)
  - [`no_implicit_optional`](https://mypy.readthedocs.io/en/stable/config_file.html#confval-no_implicit_optional)
  - [`disallow_untyped_defs`](https://mypy.readthedocs.io/en/stable/config_file.html#confval-disallow_untyped_calls)

These flags are enabled only for public API and disabled for tests and internal modules.

Additionally, these PR fixes missing annotations.

### Why are the changes needed?

Primary reason to propose this changes is to use standard configuration as used by typeshed project. This will allow us to be more strict, especially when interacting with JVM code. See for example https://github.com/apache/spark/pull/29122#pullrequestreview-513112882

Additionally, it will allow us to detect cases where annotations have unintentionally omitted.

### Does this PR introduce _any_ user-facing change?

Annotations only.

### How was this patch tested?

`dev/lint-python`.

Closes #30382 from zero323/SPARK-33457.

Authored-by: zero323 <mszymkiewicz@gmail.com>
Signed-off-by: HyukjinKwon <gurwls223@apache.org>
2020-11-25 09:27:04 +09:00

76 lines
2.8 KiB
Python

#
# Licensed to the Apache Software Foundation (ASF) under one
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# 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
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# 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.
from typing import Any, Callable, List, Optional, TypeVar
from py4j.java_gateway import JavaObject # type: ignore[import]
from pyspark.context import SparkContext
from pyspark.rdd import RDD
from pyspark.storagelevel import StorageLevel
from pyspark.streaming.dstream import DStream
from pyspark.streaming.listener import StreamingListener
T = TypeVar("T")
class StreamingContext:
def __init__(
self,
sparkContext: SparkContext,
batchDuration: int = ...,
jssc: Optional[JavaObject] = ...,
) -> None: ...
@classmethod
def getOrCreate(
cls, checkpointPath: str, setupFunc: Callable[[], StreamingContext]
) -> StreamingContext: ...
@classmethod
def getActive(cls) -> StreamingContext: ...
@classmethod
def getActiveOrCreate(
cls, checkpointPath: str, setupFunc: Callable[[], StreamingContext]
) -> StreamingContext: ...
@property
def sparkContext(self) -> SparkContext: ...
def start(self) -> None: ...
def awaitTermination(self, timeout: Optional[int] = ...) -> None: ...
def awaitTerminationOrTimeout(self, timeout: int) -> None: ...
def stop(
self, stopSparkContext: bool = ..., stopGraceFully: bool = ...
) -> None: ...
def remember(self, duration: int) -> None: ...
def checkpoint(self, directory: str) -> None: ...
def socketTextStream(
self, hostname: str, port: int, storageLevel: StorageLevel = ...
) -> DStream[str]: ...
def textFileStream(self, directory: str) -> DStream[str]: ...
def binaryRecordsStream(
self, directory: str, recordLength: int
) -> DStream[bytes]: ...
def queueStream(
self,
rdds: List[RDD[T]],
oneAtATime: bool = ...,
default: Optional[RDD[T]] = ...,
) -> DStream[T]: ...
def transform(
self, dstreams: List[DStream[Any]], transformFunc: Callable[..., RDD[T]]
) -> DStream[T]: ...
def union(self, *dstreams: DStream[T]) -> DStream[T]: ...
def addStreamingListener(self, streamingListener: StreamingListener) -> None: ...