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_batch.py
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_batch.py
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"""Batch helpers."""
from __future__ import annotations
import enum
import platform
from contextlib import contextmanager
from dataclasses import asdict, dataclass, field
from typing import IO, TYPE_CHECKING, Any, ClassVar, Generator
from urllib.parse import ParseResult, urlencode, urlparse
import fs
from singer_sdk._singerlib.messages import Message, SingerMessageType
if TYPE_CHECKING:
from fs.base import FS
class BatchFileFormat(str, enum.Enum):
"""Batch file format."""
JSONL = "jsonl"
"""JSON Lines format."""
@dataclass
class BaseBatchFileEncoding:
"""Base class for batch file encodings."""
registered_encodings: ClassVar[dict[str, type[BaseBatchFileEncoding]]] = {}
__encoding_format__: ClassVar[str] = "OVERRIDE_ME"
# Base encoding fields
format: str = field(init=False) # noqa: A003
"""The format of the batch file."""
compression: str | None = None
"""The compression of the batch file."""
def __init_subclass__(cls, **kwargs: Any) -> None:
"""Register subclasses.
Args:
**kwargs: Keyword arguments.
"""
super().__init_subclass__(**kwargs)
cls.registered_encodings[cls.__encoding_format__] = cls
def __post_init__(self) -> None:
"""Post-init hook."""
self.format = self.__encoding_format__
@classmethod
def from_dict(cls, data: dict[str, Any]) -> BaseBatchFileEncoding:
"""Create an encoding from a dictionary."""
data = data.copy()
encoding_format = data.pop("format")
encoding_cls = cls.registered_encodings[encoding_format]
return encoding_cls(**data)
@dataclass
class JSONLinesEncoding(BaseBatchFileEncoding):
"""JSON Lines encoding for batch files."""
__encoding_format__ = "jsonl"
@dataclass
class SDKBatchMessage(Message):
"""Singer batch message in the Meltano Singer SDK flavor."""
stream: str
"""The stream name."""
encoding: BaseBatchFileEncoding
"""The file encoding of the batch."""
manifest: list[str] = field(default_factory=list)
"""The manifest of files in the batch."""
def __post_init__(self):
if isinstance(self.encoding, dict):
self.encoding = BaseBatchFileEncoding.from_dict(self.encoding)
self.type = SingerMessageType.BATCH
@dataclass
class StorageTarget:
"""Storage target."""
root: str
""""The root directory of the storage target."""
prefix: str | None = None
""""The file prefix."""
params: dict = field(default_factory=dict)
""""The storage parameters."""
def asdict(self):
"""Return a dictionary representation of the message.
Returns:
A dictionary with the defined message fields.
"""
return asdict(self)
@classmethod
def from_dict(cls, data: dict[str, Any]) -> StorageTarget:
"""Create an encoding from a dictionary.
Args:
data: The dictionary to create the message from.
Returns:
The created message.
"""
return cls(**data)
@staticmethod
def split_url(url: str) -> tuple[str, str]:
"""Split a URL into a head and tail pair.
Args:
url: The URL to split.
Returns:
A tuple of the head and tail parts of the URL.
"""
if platform.system() == "Windows" and "\\" in url:
# Original code from pyFileSystem split
# Augemnted slitly to properly Windows paths
split = url.rsplit("\\", 1)
return (split[0] or "\\", split[1])
return fs.path.split(url)
@classmethod
def from_url(cls, url: str) -> StorageTarget:
"""Create a storage target from a file URL.
Args:
url: The URL to create the storage target from.
Returns:
The created storage target.
"""
parsed_url = urlparse(url)
new_url = parsed_url._replace(query="")
return cls(root=new_url.geturl())
@property
def fs_url(self) -> ParseResult:
"""Get the storage target URL.
Returns:
The storage target URL.
"""
return urlparse(self.root)._replace(query=urlencode(self.params))
@contextmanager
def fs(self, **kwargs: Any) -> Generator[FS, None, None]:
"""Get a filesystem object for the storage target.
Args:
kwargs: Additional arguments to pass ``f`.open_fs``.
Returns:
The filesystem object.
"""
filesystem = fs.open_fs(self.fs_url.geturl(), **kwargs)
yield filesystem
filesystem.close()
@contextmanager
def open( # noqa: A003
self,
filename: str,
mode: str = "rb",
) -> Generator[IO, None, None]:
"""Open a file in the storage target.
Args:
filename: The filename to open.
mode: The mode to open the file in.
Returns:
The opened file.
"""
filesystem = fs.open_fs(self.root, writeable=True, create=True)
fo = filesystem.open(filename, mode=mode)
try:
yield fo
finally:
fo.close()
filesystem.close()
@dataclass
class BatchConfig:
"""Batch configuration."""
encoding: BaseBatchFileEncoding
"""The encoding of the batch file."""
storage: StorageTarget
"""The storage target of the batch file."""
def __post_init__(self):
if isinstance(self.encoding, dict):
self.encoding = BaseBatchFileEncoding.from_dict(self.encoding)
if isinstance(self.storage, dict):
self.storage = StorageTarget.from_dict(self.storage)
def asdict(self):
"""Return a dictionary representation of the message.
Returns:
A dictionary with the defined message fields.
"""
return asdict(self)
@classmethod
def from_dict(cls, data: dict[str, Any]) -> BatchConfig:
"""Create an encoding from a dictionary.
Args:
data: The dictionary to create the message from.
Returns:
The created message.
"""
return cls(**data)