|
| 1 | +from __future__ import annotations |
| 2 | + |
| 3 | +import asyncio |
| 4 | +from collections import defaultdict |
| 5 | +from collections.abc import Iterable |
| 6 | +from typing import TYPE_CHECKING, Any |
| 7 | + |
| 8 | +import object_store_rs as obs |
| 9 | + |
| 10 | +from zarr.abc.store import ByteRangeRequest, Store |
| 11 | +from zarr.core.buffer import Buffer |
| 12 | +from zarr.core.buffer.core import BufferPrototype |
| 13 | + |
| 14 | +if TYPE_CHECKING: |
| 15 | + from collections.abc import AsyncGenerator, Coroutine, Iterable |
| 16 | + from typing import Any |
| 17 | + |
| 18 | + from object_store_rs.store import ObjectStore as _ObjectStore |
| 19 | + |
| 20 | + from zarr.core.buffer import Buffer, BufferPrototype |
| 21 | + from zarr.core.common import BytesLike |
| 22 | + |
| 23 | + |
| 24 | +class ObjectStore(Store): |
| 25 | + store: _ObjectStore |
| 26 | + |
| 27 | + def __init__(self, store: _ObjectStore) -> None: |
| 28 | + self.store = store |
| 29 | + |
| 30 | + def __str__(self) -> str: |
| 31 | + return f"object://{self.store}" |
| 32 | + |
| 33 | + def __repr__(self) -> str: |
| 34 | + return f"ObjectStore({self!r})" |
| 35 | + |
| 36 | + async def get( |
| 37 | + self, key: str, prototype: BufferPrototype, byte_range: ByteRangeRequest | None = None |
| 38 | + ) -> Buffer: |
| 39 | + if byte_range is None: |
| 40 | + resp = await obs.get_async(self.store, key) |
| 41 | + return await resp.bytes_async() |
| 42 | + |
| 43 | + pass |
| 44 | + |
| 45 | + raise NotImplementedError |
| 46 | + |
| 47 | + async def get_partial_values( |
| 48 | + self, |
| 49 | + prototype: BufferPrototype, |
| 50 | + key_ranges: Iterable[tuple[str, ByteRangeRequest]], |
| 51 | + ) -> list[Buffer | None]: |
| 52 | + # TODO: this is a bit hacky and untested. ObjectStore has a `get_ranges` method |
| 53 | + # that will additionally merge nearby ranges, but it's _per_ file. So we need to |
| 54 | + # split these key_ranges into **per-file** key ranges, and then reassemble the |
| 55 | + # results in the original order. |
| 56 | + key_ranges = list(key_ranges) |
| 57 | + |
| 58 | + per_file_requests: dict[str, list[tuple[int | None, int | None, int]]] = defaultdict(list) |
| 59 | + for idx, (path, range_) in enumerate(key_ranges): |
| 60 | + per_file_requests[path].append((range_[0], range_[1], idx)) |
| 61 | + |
| 62 | + futs: list[Coroutine[Any, Any, list[bytes]]] = [] |
| 63 | + for path, ranges in per_file_requests.items(): |
| 64 | + offsets = [r[0] for r in ranges] |
| 65 | + lengths = [r[1] - r[0] for r in ranges] |
| 66 | + fut = obs.get_ranges_async(self.store, path, offsets=offsets, lengths=lengths) |
| 67 | + futs.append(fut) |
| 68 | + |
| 69 | + result = await asyncio.gather(*futs) |
| 70 | + |
| 71 | + output_buffers: list[bytes] = [b""] * len(key_ranges) |
| 72 | + for per_file_request, buffers in zip(per_file_requests.items(), result, strict=True): |
| 73 | + path, ranges = per_file_request |
| 74 | + for buffer, ranges_ in zip(buffers, ranges, strict=True): |
| 75 | + initial_index = ranges_[2] |
| 76 | + output_buffers[initial_index] = buffer |
| 77 | + |
| 78 | + return output_buffers |
| 79 | + |
| 80 | + async def exists(self, key: str) -> bool: |
| 81 | + try: |
| 82 | + await obs.head_async(self.store, key) |
| 83 | + except FileNotFoundError: |
| 84 | + return False |
| 85 | + else: |
| 86 | + return True |
| 87 | + |
| 88 | + @property |
| 89 | + def supports_writes(self) -> bool: |
| 90 | + return True |
| 91 | + |
| 92 | + async def set(self, key: str, value: Buffer) -> None: |
| 93 | + buf = value.to_bytes() |
| 94 | + await obs.put_async(self.store, key, buf) |
| 95 | + |
| 96 | + # TODO: |
| 97 | + # async def set_if_not_exists(self, key: str, value: Buffer) -> None: |
| 98 | + |
| 99 | + @property |
| 100 | + def supports_deletes(self) -> bool: |
| 101 | + return True |
| 102 | + |
| 103 | + async def delete(self, key: str) -> None: |
| 104 | + await obs.delete_async(self.store, key) |
| 105 | + |
| 106 | + @property |
| 107 | + def supports_partial_writes(self) -> bool: |
| 108 | + return False |
| 109 | + |
| 110 | + async def set_partial_values( |
| 111 | + self, key_start_values: Iterable[tuple[str, int, BytesLike]] |
| 112 | + ) -> None: |
| 113 | + raise NotImplementedError |
| 114 | + |
| 115 | + @property |
| 116 | + def supports_listing(self) -> bool: |
| 117 | + return True |
| 118 | + |
| 119 | + def list(self) -> AsyncGenerator[str, None]: |
| 120 | + # object-store-rs does not yet support list results as an async generator |
| 121 | + # https://github.com/apache/arrow-rs/issues/6587 |
| 122 | + objects = obs.list(self.store) |
| 123 | + paths = [object["path"] for object in objects] |
| 124 | + # Not sure how to convert list to async generator |
| 125 | + return paths |
| 126 | + |
| 127 | + def list_prefix(self, prefix: str) -> AsyncGenerator[str, None]: |
| 128 | + # object-store-rs does not yet support list results as an async generator |
| 129 | + # https://github.com/apache/arrow-rs/issues/6587 |
| 130 | + objects = obs.list(self.store, prefix=prefix) |
| 131 | + paths = [object["path"] for object in objects] |
| 132 | + # Not sure how to convert list to async generator |
| 133 | + return paths |
| 134 | + |
| 135 | + def list_dir(self, prefix: str) -> AsyncGenerator[str, None]: |
| 136 | + # object-store-rs does not yet support list results as an async generator |
| 137 | + # https://github.com/apache/arrow-rs/issues/6587 |
| 138 | + objects = obs.list_with_delimiter(self.store, prefix=prefix) |
| 139 | + paths = [object["path"] for object in objects["objects"]] |
| 140 | + # Not sure how to convert list to async generator |
| 141 | + return paths |
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