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1import asyncio 

2import asyncio.events 

3import functools 

4import inspect 

5import io 

6import numbers 

7import os 

8import re 

9import threading 

10from collections.abc import Iterable 

11from glob import has_magic 

12from typing import TYPE_CHECKING 

13 

14from .callbacks import DEFAULT_CALLBACK 

15from .exceptions import FSTimeoutError 

16from .implementations.local import LocalFileSystem, make_path_posix, trailing_sep 

17from .spec import AbstractBufferedFile, AbstractFileSystem 

18from .utils import glob_translate, is_exception, other_paths 

19 

20private = re.compile("_[^_]") 

21iothread = [None] # dedicated fsspec IO thread 

22loop = [None] # global event loop for any non-async instance 

23_lock = None # global lock placeholder 

24get_running_loop = asyncio.get_running_loop 

25 

26 

27def get_lock(): 

28 """Allocate or return a threading lock. 

29 

30 The lock is allocated on first use to allow setting one lock per forked process. 

31 """ 

32 global _lock 

33 if not _lock: 

34 _lock = threading.Lock() 

35 return _lock 

36 

37 

38def reset_lock(): 

39 """Reset the global lock. 

40 

41 This should be called only on the init of a forked process to reset the lock to 

42 None, enabling the new forked process to get a new lock. 

43 """ 

44 global _lock 

45 

46 iothread[0] = None 

47 loop[0] = None 

48 _lock = None 

49 

50 

51async def _runner(event, coro, result, timeout=None): 

52 timeout = timeout if timeout else None # convert 0 or 0.0 to None 

53 if timeout is not None: 

54 coro = asyncio.wait_for(coro, timeout=timeout) 

55 try: 

56 result[0] = await coro 

57 except Exception as ex: 

58 result[0] = ex 

59 finally: 

60 event.set() 

61 

62 

63def sync(loop, func, *args, timeout=None, **kwargs): 

64 """ 

65 Make loop run coroutine until it returns. Runs in other thread 

66 

67 Examples 

68 -------- 

69 >>> fsspec.asyn.sync(fsspec.asyn.get_loop(), func, *args, 

70 timeout=timeout, **kwargs) 

71 """ 

72 timeout = timeout if timeout else None # convert 0 or 0.0 to None 

73 # NB: if the loop is not running *yet*, it is OK to submit work 

74 # and we will wait for it 

75 if loop is None or loop.is_closed(): 

76 raise RuntimeError("Loop is not running") 

77 try: 

78 loop0 = asyncio.events.get_running_loop() 

79 if loop0 is loop: 

80 raise NotImplementedError("Calling sync() from within a running loop") 

81 except NotImplementedError: 

82 raise 

83 except RuntimeError: 

84 pass 

85 coro = func(*args, **kwargs) 

86 result = [None] 

87 event = threading.Event() 

88 asyncio.run_coroutine_threadsafe(_runner(event, coro, result, timeout), loop) 

89 while True: 

90 # this loops allows thread to get interrupted 

91 if event.wait(1): 

92 break 

93 if timeout is not None: 

94 timeout -= 1 

95 if timeout < 0: 

96 raise FSTimeoutError 

97 

98 return_result = result[0] 

99 if isinstance(return_result, asyncio.TimeoutError): 

100 # suppress asyncio.TimeoutError, raise FSTimeoutError 

101 raise FSTimeoutError from return_result 

102 elif isinstance(return_result, BaseException): 

103 raise return_result 

104 else: 

105 return return_result 

106 

107 

108def sync_wrapper(func, obj=None): 

109 """Given a function, make so can be called in blocking contexts 

110 

111 Leave obj=None if defining within a class. Pass the instance if attaching 

112 as an attribute of the instance. 

113 """ 

114 

115 @functools.wraps(func) 

116 def wrapper(*args, **kwargs): 

117 self = obj or args[0] 

118 return sync(self.loop, func, *args, **kwargs) 

119 

120 return wrapper 

121 

122 

123def async_gen_wrapper(func, obj=None): 

124 """Given a async generator, make so can be called in blocking contexts""" 

125 

126 @functools.wraps(func) 

127 def wrapper(*args, **kwargs): 

128 self = obj or args[0] 

129 gen = func(*args, **kwargs) 

130 while True: 

131 try: 

132 yield sync(self.loop, gen.__anext__) 

133 except StopAsyncIteration: 

134 break 

135 

136 return wrapper 

137 

138 

139def get_loop(): 

140 """Create or return the default fsspec IO loop 

141 

142 The loop will be running on a separate thread. 

143 """ 

144 if loop[0] is None: 

145 with get_lock(): 

146 # repeat the check just in case the loop got filled between the 

147 # previous two calls from another thread 

148 if loop[0] is None: 

149 loop[0] = asyncio.new_event_loop() 

150 th = threading.Thread(target=loop[0].run_forever, name="fsspecIO") 

151 th.daemon = True 

152 th.start() 

153 iothread[0] = th 

154 return loop[0] 

155 

156 

157def reset_after_fork(): 

158 global lock 

159 loop[0] = None 

160 iothread[0] = None 

161 lock = None 

162 

163 

164if hasattr(os, "register_at_fork"): 

165 # should be posix; this will do nothing for spawn or forkserver subprocesses 

166 os.register_at_fork(after_in_child=reset_after_fork) 

167 

168 

169if TYPE_CHECKING: 

170 import resource 

171 

172 ResourceError = resource.error 

173else: 

174 try: 

175 import resource 

176 except ImportError: 

177 resource = None 

178 ResourceError = OSError 

179 else: 

180 ResourceError = getattr(resource, "error", OSError) 

181 

182_DEFAULT_BATCH_SIZE = 128 

183_NOFILES_DEFAULT_BATCH_SIZE = 1280 

184 

185 

186def _get_batch_size(nofiles=False): 

187 from fsspec.config import conf 

188 

189 if nofiles: 

190 if "nofiles_gather_batch_size" in conf: 

191 return conf["nofiles_gather_batch_size"] 

192 else: 

193 if "gather_batch_size" in conf: 

194 return conf["gather_batch_size"] 

195 if nofiles: 

196 return _NOFILES_DEFAULT_BATCH_SIZE 

197 if resource is None: 

198 return _DEFAULT_BATCH_SIZE 

199 

200 try: 

201 soft_limit, _ = resource.getrlimit(resource.RLIMIT_NOFILE) 

202 except (ImportError, ValueError, ResourceError): 

203 return _DEFAULT_BATCH_SIZE 

204 

205 if soft_limit == resource.RLIM_INFINITY: 

206 return -1 

207 else: 

208 return soft_limit // 8 

209 

210 

211def running_async() -> bool: 

212 """Being executed by an event loop?""" 

213 try: 

214 asyncio.get_running_loop() 

215 return True 

216 except RuntimeError: 

217 return False 

218 

219 

220async def _run_coros_in_chunks( 

221 coros, 

222 batch_size=None, 

223 callback=DEFAULT_CALLBACK, 

224 timeout=None, 

225 return_exceptions=False, 

226 nofiles=False, 

227): 

228 """Run the given coroutines in chunks. 

229 

230 Parameters 

231 ---------- 

232 coros: list of coroutines to run 

233 batch_size: int or None 

234 Number of coroutines to submit/wait on simultaneously. 

235 If -1, then it will not be any throttling. If 

236 None, it will be inferred from _get_batch_size() 

237 callback: fsspec.callbacks.Callback instance 

238 Gets a relative_update when each coroutine completes 

239 timeout: number or None 

240 If given, each coroutine times out after this time. Note that, since 

241 there are multiple batches, the total run time of this function will in 

242 general be longer 

243 return_exceptions: bool 

244 Same meaning as in asyncio.gather 

245 nofiles: bool 

246 If inferring the batch_size, does this operation involve local files? 

247 If yes, you normally expect smaller batches. 

248 """ 

249 

250 if batch_size is None: 

251 batch_size = _get_batch_size(nofiles=nofiles) 

252 

253 if batch_size == -1: 

254 batch_size = len(coros) 

255 elif batch_size <= 0: 

256 raise ValueError 

257 

258 async def _run_coro(coro, i): 

259 try: 

260 return await asyncio.wait_for(coro, timeout=timeout), i 

261 except Exception as e: 

262 if not return_exceptions: 

263 raise 

264 return e, i 

265 finally: 

266 callback.relative_update(1) 

267 

268 i = 0 

269 n = len(coros) 

270 results = [None] * n 

271 pending = set() 

272 

273 while pending or i < n: 

274 while len(pending) < batch_size and i < n: 

275 pending.add(asyncio.ensure_future(_run_coro(coros[i], i))) 

276 i += 1 

277 

278 if not pending: 

279 break 

280 

281 done, pending = await asyncio.wait(pending, return_when=asyncio.FIRST_COMPLETED) 

282 first_exc = None 

283 while done: 

284 task = done.pop() 

285 try: 

286 result, k = await task 

287 results[k] = result 

288 except Exception as exc: 

289 if first_exc is None: 

290 first_exc = exc 

291 

292 if first_exc is not None: 

293 for task in pending: 

294 task.cancel() 

295 if pending: 

296 await asyncio.gather(*pending, return_exceptions=True) 

297 raise first_exc 

298 

299 return results 

300 

301 

302# these methods should be implemented as async by any async-able backend 

303async_methods = [ 

304 "_ls", 

305 "_cat_file", 

306 "_get_file", 

307 "_put_file", 

308 "_rm_file", 

309 "_cp_file", 

310 "_pipe_file", 

311 "_expand_path", 

312 "_info", 

313 "_isfile", 

314 "_isdir", 

315 "_exists", 

316 "_walk", 

317 "_glob", 

318 "_find", 

319 "_du", 

320 "_size", 

321 "_mkdir", 

322 "_makedirs", 

323] 

324 

325 

326class AsyncFileSystem(AbstractFileSystem): 

327 """Async file operations, default implementations 

328 

329 Passes bulk operations to asyncio.gather for concurrent operation. 

330 

331 Implementations that have concurrent batch operations and/or async methods 

332 should inherit from this class instead of AbstractFileSystem. Docstrings are 

333 copied from the un-underscored method in AbstractFileSystem, if not given. 

334 """ 

335 

336 # note that methods do not have docstring here; they will be copied 

337 # for _* methods and inferred for overridden methods. 

338 

339 async_impl = True 

340 mirror_sync_methods = True 

341 disable_throttling = False 

342 

343 def __init__(self, *args, asynchronous=False, loop=None, batch_size=None, **kwargs): 

344 self.asynchronous = asynchronous 

345 self._pid = os.getpid() 

346 if not asynchronous: 

347 self._loop = loop or get_loop() 

348 else: 

349 self._loop = None 

350 self.batch_size = batch_size 

351 super().__init__(*args, **kwargs) 

352 

353 @property 

354 def loop(self): 

355 if self._pid != os.getpid(): 

356 raise RuntimeError("This class is not fork-safe") 

357 return self._loop 

358 

359 async def _rm_file(self, path, **kwargs): 

360 if ( 

361 inspect.iscoroutinefunction(self._rm) 

362 and type(self)._rm is not AsyncFileSystem._rm 

363 ): 

364 return await self._rm(path, recursive=False, batch_size=1, **kwargs) 

365 raise NotImplementedError 

366 

367 async def _rm(self, path, recursive=False, batch_size=None, **kwargs): 

368 # TODO: implement on_error 

369 batch_size = batch_size or self.batch_size 

370 path = await self._expand_path(path, recursive=recursive) 

371 return await _run_coros_in_chunks( 

372 [self._rm_file(p, **kwargs) for p in reversed(path)], 

373 batch_size=batch_size, 

374 nofiles=True, 

375 ) 

376 

377 async def _cp_file(self, path1, path2, **kwargs): 

378 raise NotImplementedError 

379 

380 async def _mv_file(self, path1, path2): 

381 await self._cp_file(path1, path2) 

382 await self._rm_file(path1) 

383 

384 async def _copy( 

385 self, 

386 path1, 

387 path2, 

388 recursive=False, 

389 on_error=None, 

390 maxdepth=None, 

391 batch_size=None, 

392 **kwargs, 

393 ): 

394 if on_error is None and recursive: 

395 on_error = "ignore" 

396 elif on_error is None: 

397 on_error = "raise" 

398 

399 if isinstance(path1, list) and isinstance(path2, list): 

400 # No need to expand paths when both source and destination 

401 # are provided as lists 

402 paths1 = path1 

403 paths2 = path2 

404 else: 

405 source_is_str = isinstance(path1, str) 

406 paths1 = await self._expand_path( 

407 path1, maxdepth=maxdepth, recursive=recursive 

408 ) 

409 if source_is_str and (not recursive or maxdepth is not None): 

410 # Non-recursive glob does not copy directories 

411 paths1 = [ 

412 p for p in paths1 if not (trailing_sep(p) or await self._isdir(p)) 

413 ] 

414 if not paths1: 

415 return 

416 

417 source_is_file = len(paths1) == 1 

418 dest_is_dir = isinstance(path2, str) and ( 

419 trailing_sep(path2) or await self._isdir(path2) 

420 ) 

421 

422 exists = source_is_str and ( 

423 (has_magic(path1) and source_is_file) 

424 or (not has_magic(path1) and dest_is_dir and not trailing_sep(path1)) 

425 ) 

426 paths2 = other_paths( 

427 paths1, 

428 path2, 

429 exists=exists, 

430 flatten=not source_is_str, 

431 ) 

432 

433 batch_size = batch_size or self.batch_size 

434 coros = [self._cp_file(p1, p2, **kwargs) for p1, p2 in zip(paths1, paths2)] 

435 result = await _run_coros_in_chunks( 

436 coros, batch_size=batch_size, return_exceptions=True, nofiles=True 

437 ) 

438 

439 for ex in filter(is_exception, result): 

440 if on_error == "ignore" and isinstance(ex, FileNotFoundError): 

441 continue 

442 raise ex 

443 

444 async def _pipe_file(self, path, value, mode="overwrite", **kwargs): 

445 raise NotImplementedError 

446 

447 async def _pipe(self, path, value=None, batch_size=None, **kwargs): 

448 if isinstance(path, str): 

449 path = {path: value} 

450 batch_size = batch_size or self.batch_size 

451 return await _run_coros_in_chunks( 

452 [self._pipe_file(k, v, **kwargs) for k, v in path.items()], 

453 batch_size=batch_size, 

454 nofiles=True, 

455 ) 

456 

457 async def _process_limits(self, url, start, end): 

458 """Helper for "Range"-based _cat_file""" 

459 size = None 

460 suff = False 

461 if start is not None and start < 0: 

462 # if start is negative and end None, end is the "suffix length" 

463 if end is None: 

464 end = -start 

465 start = "" 

466 suff = True 

467 else: 

468 size = size or (await self._info(url))["size"] 

469 start = size + start 

470 elif start is None: 

471 start = 0 

472 if not suff: 

473 if end is not None and end < 0: 

474 if start is not None: 

475 size = size or (await self._info(url))["size"] 

476 end = size + end 

477 elif end is None: 

478 end = "" 

479 if isinstance(end, numbers.Integral): 

480 end -= 1 # bytes range is inclusive 

481 return f"bytes={start}-{end}" 

482 

483 async def _cat_file(self, path, start=None, end=None, **kwargs): 

484 raise NotImplementedError 

485 

486 async def _cat( 

487 self, path, recursive=False, on_error="raise", batch_size=None, **kwargs 

488 ): 

489 paths = await self._expand_path(path, recursive=recursive) 

490 coros = [self._cat_file(path, **kwargs) for path in paths] 

491 batch_size = batch_size or self.batch_size 

492 out = await _run_coros_in_chunks( 

493 coros, batch_size=batch_size, nofiles=True, return_exceptions=True 

494 ) 

495 if on_error == "raise": 

496 ex = next(filter(is_exception, out), False) 

497 if ex: 

498 raise ex 

499 if ( 

500 len(paths) > 1 

501 or isinstance(path, list) 

502 or paths[0] != self._strip_protocol(path) 

503 ): 

504 return { 

505 k: v 

506 for k, v in zip(paths, out) 

507 if on_error != "omit" or not is_exception(v) 

508 } 

509 else: 

510 return out[0] 

511 

512 async def _cat_ranges( 

513 self, 

514 paths, 

515 starts, 

516 ends, 

517 max_gap=None, 

518 batch_size=None, 

519 on_error="return", 

520 **kwargs, 

521 ): 

522 """Get the contents of byte ranges from one or more files 

523 

524 Parameters 

525 ---------- 

526 paths: list 

527 A list of of filepaths on this filesystems 

528 starts, ends: int or list 

529 Bytes limits of the read. If using a single int, the same value will be 

530 used to read all the specified files. 

531 on_error: "return" or "raise" 

532 If "return" (default), any per-range exception is placed in the output 

533 list at the corresponding position. Otherwise the first such exception 

534 is raised. Matches ``AbstractFileSystem.cat_ranges``. 

535 """ 

536 if max_gap is not None: 

537 # use utils.merge_offset_ranges 

538 raise NotImplementedError 

539 if not isinstance(paths, list): 

540 raise TypeError 

541 if not isinstance(starts, Iterable): 

542 starts = [starts] * len(paths) 

543 if not isinstance(ends, Iterable): 

544 ends = [ends] * len(paths) 

545 if len(starts) != len(paths) or len(ends) != len(paths): 

546 raise ValueError 

547 coros = [ 

548 self._cat_file(p, start=s, end=e, **kwargs) 

549 for p, s, e in zip(paths, starts, ends) 

550 ] 

551 batch_size = batch_size or self.batch_size 

552 out = await _run_coros_in_chunks( 

553 coros, batch_size=batch_size, nofiles=True, return_exceptions=True 

554 ) 

555 if on_error != "return": 

556 ex = next(filter(is_exception, out), None) 

557 if ex is not None: 

558 raise ex 

559 return out 

560 

561 async def _put_file(self, lpath, rpath, mode="overwrite", **kwargs): 

562 raise NotImplementedError 

563 

564 async def _put( 

565 self, 

566 lpath, 

567 rpath, 

568 recursive=False, 

569 callback=DEFAULT_CALLBACK, 

570 batch_size=None, 

571 maxdepth=None, 

572 **kwargs, 

573 ): 

574 """Copy file(s) from local. 

575 

576 Copies a specific file or tree of files (if recursive=True). If rpath 

577 ends with a "/", it will be assumed to be a directory, and target files 

578 will go within. 

579 

580 The put_file method will be called concurrently on a batch of files. The 

581 batch_size option can configure the amount of futures that can be executed 

582 at the same time. If it is -1, then all the files will be uploaded concurrently. 

583 The default can be set for this instance by passing "batch_size" in the 

584 constructor, or for all instances by setting the "gather_batch_size" key 

585 in ``fsspec.config.conf``, falling back to 1/8th of the system limit . 

586 """ 

587 if isinstance(lpath, list) and isinstance(rpath, list): 

588 # No need to expand paths when both source and destination 

589 # are provided as lists 

590 rpaths = rpath 

591 lpaths = lpath 

592 else: 

593 source_is_str = isinstance(lpath, str) 

594 if source_is_str: 

595 lpath = make_path_posix(lpath) 

596 fs = LocalFileSystem() 

597 lpaths = fs.expand_path(lpath, recursive=recursive, maxdepth=maxdepth) 

598 if source_is_str and (not recursive or maxdepth is not None): 

599 # Non-recursive glob does not copy directories 

600 lpaths = [p for p in lpaths if not (trailing_sep(p) or fs.isdir(p))] 

601 if not lpaths: 

602 return 

603 

604 source_is_file = len(lpaths) == 1 

605 dest_is_dir = isinstance(rpath, str) and ( 

606 trailing_sep(rpath) or await self._isdir(rpath) 

607 ) 

608 

609 rpath = self._strip_protocol(rpath) 

610 exists = source_is_str and ( 

611 (has_magic(lpath) and source_is_file) 

612 or (not has_magic(lpath) and dest_is_dir and not trailing_sep(lpath)) 

613 ) 

614 rpaths = other_paths( 

615 lpaths, 

616 rpath, 

617 exists=exists, 

618 flatten=not source_is_str, 

619 ) 

620 

621 is_dir = {l: os.path.isdir(l) for l in lpaths} 

622 rdirs = [r for l, r in zip(lpaths, rpaths) if is_dir[l]] 

623 file_pairs = [(l, r) for l, r in zip(lpaths, rpaths) if not is_dir[l]] 

624 

625 await asyncio.gather(*[self._makedirs(d, exist_ok=True) for d in rdirs]) 

626 batch_size = batch_size or self.batch_size 

627 

628 coros = [] 

629 callback.set_size(len(file_pairs)) 

630 for lfile, rfile in file_pairs: 

631 put_file = callback.branch_coro(self._put_file) 

632 coros.append(put_file(lfile, rfile, **kwargs)) 

633 

634 return await _run_coros_in_chunks( 

635 coros, batch_size=batch_size, callback=callback 

636 ) 

637 

638 async def _get_file(self, rpath, lpath, **kwargs): 

639 raise NotImplementedError 

640 

641 async def _get( 

642 self, 

643 rpath, 

644 lpath, 

645 recursive=False, 

646 callback=DEFAULT_CALLBACK, 

647 maxdepth=None, 

648 **kwargs, 

649 ): 

650 """Copy file(s) to local. 

651 

652 Copies a specific file or tree of files (if recursive=True). If lpath 

653 ends with a "/", it will be assumed to be a directory, and target files 

654 will go within. Can submit a list of paths, which may be glob-patterns 

655 and will be expanded. 

656 

657 The get_file method will be called concurrently on a batch of files. The 

658 batch_size option can configure the amount of futures that can be executed 

659 at the same time. If it is -1, then all the files will be uploaded concurrently. 

660 The default can be set for this instance by passing "batch_size" in the 

661 constructor, or for all instances by setting the "gather_batch_size" key 

662 in ``fsspec.config.conf``, falling back to 1/8th of the system limit . 

663 """ 

664 if isinstance(lpath, list) and isinstance(rpath, list): 

665 # No need to expand paths when both source and destination 

666 # are provided as lists 

667 rpaths = rpath 

668 lpaths = lpath 

669 else: 

670 source_is_str = isinstance(rpath, str) 

671 # First check for rpath trailing slash as _strip_protocol removes it. 

672 source_not_trailing_sep = source_is_str and not trailing_sep(rpath) 

673 rpath = self._strip_protocol(rpath) 

674 rpaths = await self._expand_path( 

675 rpath, recursive=recursive, maxdepth=maxdepth 

676 ) 

677 if source_is_str and (not recursive or maxdepth is not None): 

678 # Non-recursive glob does not copy directories 

679 rpaths = [ 

680 p for p in rpaths if not (trailing_sep(p) or await self._isdir(p)) 

681 ] 

682 if not rpaths: 

683 return 

684 

685 lpath = make_path_posix(lpath) 

686 source_is_file = len(rpaths) == 1 

687 dest_is_dir = isinstance(lpath, str) and ( 

688 trailing_sep(lpath) or LocalFileSystem().isdir(lpath) 

689 ) 

690 

691 exists = source_is_str and ( 

692 (has_magic(rpath) and source_is_file) 

693 or (not has_magic(rpath) and dest_is_dir and source_not_trailing_sep) 

694 ) 

695 lpaths = other_paths( 

696 rpaths, 

697 lpath, 

698 exists=exists, 

699 flatten=not source_is_str, 

700 ) 

701 

702 [os.makedirs(os.path.dirname(lp), exist_ok=True) for lp in lpaths] 

703 batch_size = kwargs.pop("batch_size", self.batch_size) 

704 

705 coros = [] 

706 callback.set_size(len(lpaths)) 

707 for lpath, rpath in zip(lpaths, rpaths): 

708 get_file = callback.branch_coro(self._get_file) 

709 coros.append(get_file(rpath, lpath, **kwargs)) 

710 return await _run_coros_in_chunks( 

711 coros, batch_size=batch_size, callback=callback 

712 ) 

713 

714 async def _isfile(self, path): 

715 try: 

716 return (await self._info(path))["type"] == "file" 

717 except: # noqa: E722 

718 return False 

719 

720 async def _isdir(self, path): 

721 try: 

722 return (await self._info(path))["type"] == "directory" 

723 except OSError: 

724 return False 

725 

726 async def _size(self, path): 

727 return (await self._info(path)).get("size", None) 

728 

729 async def _sizes(self, paths, batch_size=None): 

730 batch_size = batch_size or self.batch_size 

731 return await _run_coros_in_chunks( 

732 [self._size(p) for p in paths], batch_size=batch_size 

733 ) 

734 

735 async def _exists(self, path, **kwargs): 

736 try: 

737 await self._info(path, **kwargs) 

738 return True 

739 except FileNotFoundError: 

740 return False 

741 

742 async def _info(self, path, **kwargs): 

743 raise NotImplementedError 

744 

745 async def _ls(self, path, detail=True, **kwargs): 

746 raise NotImplementedError 

747 

748 async def _walk(self, path, maxdepth=None, on_error="omit", **kwargs): 

749 if maxdepth is not None and maxdepth < 1: 

750 raise ValueError("maxdepth must be at least 1") 

751 

752 path = self._strip_protocol(path) 

753 full_dirs = {} 

754 dirs = {} 

755 files = {} 

756 

757 detail = kwargs.pop("detail", False) 

758 try: 

759 listing = await self._ls(path, detail=True, **kwargs) 

760 except (FileNotFoundError, OSError) as e: 

761 if on_error == "raise": 

762 raise 

763 elif callable(on_error): 

764 on_error(e) 

765 if detail: 

766 yield path, {}, {} 

767 else: 

768 yield path, [], [] 

769 return 

770 

771 for info in listing: 

772 # each info name must be at least [path]/part , but here 

773 # we check also for names like [path]/part/ 

774 pathname = info["name"].rstrip("/") 

775 name = pathname.rsplit("/", 1)[-1] 

776 if info["type"] == "directory" and pathname != path: 

777 # do not include "self" path 

778 full_dirs[name] = pathname 

779 dirs[name] = info 

780 elif pathname == path: 

781 # file-like with same name as give path 

782 files[""] = info 

783 else: 

784 files[name] = info 

785 

786 if detail: 

787 yield path, dirs, files 

788 else: 

789 yield path, list(dirs), list(files) 

790 

791 if maxdepth is not None: 

792 maxdepth -= 1 

793 if maxdepth < 1: 

794 return 

795 

796 for d in dirs: 

797 async for _ in self._walk( 

798 full_dirs[d], maxdepth=maxdepth, detail=detail, **kwargs 

799 ): 

800 yield _ 

801 

802 async def _glob(self, path, maxdepth=None, **kwargs): 

803 if maxdepth is not None and maxdepth < 1: 

804 raise ValueError("maxdepth must be at least 1") 

805 

806 import re 

807 

808 seps = (os.path.sep, os.path.altsep) if os.path.altsep else (os.path.sep,) 

809 ends_with_sep = path.endswith(seps) # _strip_protocol strips trailing slash 

810 path = self._strip_protocol(path) 

811 append_slash_to_dirname = ends_with_sep or path.endswith( 

812 tuple(sep + "**" for sep in seps) 

813 ) 

814 idx_star = path.find("*") if path.find("*") >= 0 else len(path) 

815 idx_qmark = path.find("?") if path.find("?") >= 0 else len(path) 

816 idx_brace = path.find("[") if path.find("[") >= 0 else len(path) 

817 

818 min_idx = min(idx_star, idx_qmark, idx_brace) 

819 

820 detail = kwargs.pop("detail", False) 

821 withdirs = kwargs.pop("withdirs", True) 

822 

823 if not has_magic(path): 

824 if await self._exists(path, **kwargs): 

825 if not detail: 

826 return [path] 

827 else: 

828 return {path: await self._info(path, **kwargs)} 

829 else: 

830 if not detail: 

831 return [] # glob of non-existent returns empty 

832 else: 

833 return {} 

834 elif "/" in path[:min_idx]: 

835 first_wildcard_idx = min_idx 

836 min_idx = path[:min_idx].rindex("/") 

837 root = path[ 

838 : min_idx + 1 

839 ] # everything up to the last / before the first wildcard 

840 prefix = path[ 

841 min_idx + 1 : first_wildcard_idx 

842 ] # stem between last "/" and first wildcard 

843 depth = path[min_idx + 1 :].count("/") + 1 

844 else: 

845 root = "" 

846 prefix = path[:min_idx] # stem up to the first wildcard 

847 depth = path[min_idx + 1 :].count("/") + 1 

848 

849 if "**" in path: 

850 if maxdepth is not None: 

851 idx_double_stars = path.find("**") 

852 depth_double_stars = path[idx_double_stars:].count("/") + 1 

853 depth = depth - depth_double_stars + maxdepth 

854 else: 

855 depth = None 

856 

857 # Pass the filename stem as prefix= so backends that support it such as 

858 # gcsfs, s3fs and adlfs can filter server-side up to the first wildcard. 

859 if prefix: 

860 kwargs["prefix"] = prefix 

861 allpaths = await self._find( 

862 root, maxdepth=depth, withdirs=withdirs, detail=True, **kwargs 

863 ) 

864 

865 pattern = glob_translate(path + ("/" if ends_with_sep else "")) 

866 pattern = re.compile(pattern) 

867 

868 out = { 

869 p: info 

870 for p, info in sorted(allpaths.items()) 

871 if pattern.match( 

872 p + "/" 

873 if append_slash_to_dirname and info["type"] == "directory" 

874 else p 

875 ) 

876 } 

877 

878 if detail: 

879 return out 

880 else: 

881 return list(out) 

882 

883 async def _du(self, path, total=True, maxdepth=None, **kwargs): 

884 sizes = {} 

885 # async for? 

886 for f in await self._find(path, maxdepth=maxdepth, **kwargs): 

887 info = await self._info(f) 

888 sizes[info["name"]] = info["size"] 

889 if total: 

890 return sum(sizes.values()) 

891 else: 

892 return sizes 

893 

894 async def _find(self, path, maxdepth=None, withdirs=False, **kwargs): 

895 path = self._strip_protocol(path) 

896 out = {} 

897 detail = kwargs.pop("detail", False) 

898 

899 # Add the root directory if withdirs is requested 

900 # This is needed for posix glob compliance 

901 if withdirs and path != "" and await self._isdir(path): 

902 out[path] = await self._info(path) 

903 

904 # async for? 

905 async for _, dirs, files in self._walk(path, maxdepth, detail=True, **kwargs): 

906 if withdirs: 

907 files.update(dirs) 

908 out.update({info["name"]: info for name, info in files.items()}) 

909 if not out and (await self._isfile(path)): 

910 # walk works on directories, but find should also return [path] 

911 # when path happens to be a file 

912 out[path] = {} 

913 names = sorted(out) 

914 if not detail: 

915 return names 

916 else: 

917 return {name: out[name] for name in names} 

918 

919 async def _expand_path( 

920 self, path, recursive=False, maxdepth=None, assume_literal=False 

921 ): 

922 if maxdepth is not None and maxdepth < 1: 

923 raise ValueError("maxdepth must be at least 1") 

924 

925 if isinstance(path, str): 

926 out = await self._expand_path([path], recursive, maxdepth) 

927 else: 

928 out = set() 

929 path = [self._strip_protocol(p) for p in path] 

930 for p in path: # can gather here 

931 if not assume_literal and has_magic(p): 

932 bit = set(await self._glob(p, maxdepth=maxdepth)) 

933 out |= bit 

934 if recursive: 

935 # glob call above expanded one depth so if maxdepth is defined 

936 # then decrement it in expand_path call below. If it is zero 

937 # after decrementing then avoid expand_path call. 

938 if maxdepth is not None and maxdepth <= 1: 

939 continue 

940 out |= set( 

941 await self._expand_path( 

942 list(bit), 

943 recursive=recursive, 

944 maxdepth=maxdepth - 1 if maxdepth is not None else None, 

945 assume_literal=True, 

946 ) 

947 ) 

948 continue 

949 elif recursive: 

950 rec = set(await self._find(p, maxdepth=maxdepth, withdirs=True)) 

951 out |= rec 

952 if p not in out and (recursive is False or (await self._exists(p))): 

953 # should only check once, for the root 

954 out.add(p) 

955 if not out: 

956 raise FileNotFoundError(path) 

957 return sorted(out) 

958 

959 async def _mkdir(self, path, create_parents=True, **kwargs): 

960 pass # not necessary to implement, may not have directories 

961 

962 async def _makedirs(self, path, exist_ok=False): 

963 pass # not necessary to implement, may not have directories 

964 

965 async def open_async(self, path, mode="rb", **kwargs): 

966 if "b" not in mode or kwargs.get("compression"): 

967 raise ValueError 

968 raise NotImplementedError 

969 

970 

971def mirror_sync_methods(obj): 

972 """Populate sync and async methods for obj 

973 

974 For each method will create a sync version if the name refers to an async method 

975 (coroutine) and there is no override in the child class; will create an async 

976 method for the corresponding sync method if there is no implementation. 

977 

978 Uses the methods specified in 

979 - async_methods: the set that an implementation is expected to provide 

980 - default_async_methods: that can be derived from their sync version in 

981 AbstractFileSystem 

982 - AsyncFileSystem: async-specific default coroutines 

983 """ 

984 from fsspec import AbstractFileSystem 

985 

986 for method in set(async_methods + dir(AsyncFileSystem)): 

987 if not method.startswith("_"): 

988 continue 

989 smethod = method[1:] 

990 if private.match(method): 

991 isco = inspect.iscoroutinefunction(getattr(obj, method, None)) 

992 unsync = getattr(getattr(obj, smethod, False), "__func__", None) 

993 is_default = unsync is getattr(AbstractFileSystem, smethod, "") 

994 if isco and is_default: 

995 mth = sync_wrapper(getattr(obj, method), obj=obj) 

996 elif inspect.isasyncgenfunction(getattr(obj, method, None)) and is_default: 

997 mth = async_gen_wrapper(getattr(obj, method), obj=obj) 

998 else: 

999 continue 

1000 setattr(obj, smethod, mth) 

1001 if not mth.__doc__: 

1002 mth.__doc__ = getattr( 

1003 getattr(AbstractFileSystem, smethod, None), "__doc__", "" 

1004 ) 

1005 

1006 

1007class FSSpecCoroutineCancel(Exception): 

1008 pass 

1009 

1010 

1011def _dump_running_tasks( 

1012 printout=True, cancel=True, exc=FSSpecCoroutineCancel, with_task=False 

1013): 

1014 import traceback 

1015 

1016 tasks = [t for t in asyncio.tasks.all_tasks(loop[0]) if not t.done()] 

1017 if printout: 

1018 [task.print_stack() for task in tasks] 

1019 out = [ 

1020 { 

1021 "locals": task._coro.cr_frame.f_locals, 

1022 "file": task._coro.cr_frame.f_code.co_filename, 

1023 "firstline": task._coro.cr_frame.f_code.co_firstlineno, 

1024 "linelo": task._coro.cr_frame.f_lineno, 

1025 "stack": traceback.format_stack(task._coro.cr_frame), 

1026 "task": task if with_task else None, 

1027 } 

1028 for task in tasks 

1029 ] 

1030 if cancel: 

1031 for t in tasks: 

1032 cbs = t._callbacks 

1033 t.cancel() 

1034 asyncio.futures.Future.set_exception(t, exc) 

1035 asyncio.futures.Future.cancel(t) 

1036 [cb[0](t) for cb in cbs] # cancels any dependent concurrent.futures 

1037 try: 

1038 t._coro.throw(exc) # exits coro, unless explicitly handled 

1039 except exc: 

1040 pass 

1041 return out 

1042 

1043 

1044class AbstractAsyncStreamedFile(AbstractBufferedFile): 

1045 # no read buffering, and always auto-commit 

1046 # TODO: readahead might still be useful here, but needs async version 

1047 

1048 async def read(self, length=-1): 

1049 """ 

1050 Return data from cache, or fetch pieces as necessary 

1051 

1052 Parameters 

1053 ---------- 

1054 length: int (-1) 

1055 Number of bytes to read; if <0, all remaining bytes. 

1056 """ 

1057 length = -1 if length is None else int(length) 

1058 if self.mode != "rb": 

1059 raise ValueError("File not in read mode") 

1060 if length < 0: 

1061 length = self.size - self.loc 

1062 if self.closed: 

1063 raise ValueError("I/O operation on closed file.") 

1064 if length == 0: 

1065 # don't even bother calling fetch 

1066 return b"" 

1067 out = await self._fetch_range(self.loc, self.loc + length) 

1068 self.loc += len(out) 

1069 return out 

1070 

1071 async def write(self, data): 

1072 """ 

1073 Write data to buffer. 

1074 

1075 Buffer only sent on flush() or if buffer is greater than 

1076 or equal to blocksize. 

1077 

1078 Parameters 

1079 ---------- 

1080 data: bytes 

1081 Set of bytes to be written. 

1082 """ 

1083 if self.mode not in {"wb", "ab"}: 

1084 raise ValueError("File not in write mode") 

1085 if self.closed: 

1086 raise ValueError("I/O operation on closed file.") 

1087 if self.forced: 

1088 raise ValueError("This file has been force-flushed, can only close") 

1089 out = self.buffer.write(data) 

1090 self.loc += out 

1091 if self.buffer.tell() >= self.blocksize: 

1092 await self.flush() 

1093 return out 

1094 

1095 async def close(self): 

1096 """Close file 

1097 

1098 Finalizes writes, discards cache 

1099 """ 

1100 if getattr(self, "_unclosable", False): 

1101 return 

1102 if self.closed: 

1103 return 

1104 if self.mode == "rb": 

1105 self.cache = None 

1106 else: 

1107 if not self.forced: 

1108 await self.flush(force=True) 

1109 

1110 if self.fs is not None: 

1111 self.fs.invalidate_cache(self.path) 

1112 self.fs.invalidate_cache(self.fs._parent(self.path)) 

1113 

1114 self.closed = True 

1115 

1116 async def flush(self, force=False): 

1117 if self.closed: 

1118 raise ValueError("Flush on closed file") 

1119 if force and self.forced: 

1120 raise ValueError("Force flush cannot be called more than once") 

1121 if force: 

1122 self.forced = True 

1123 

1124 if self.mode not in {"wb", "ab"}: 

1125 # no-op to flush on read-mode 

1126 return 

1127 

1128 if not force and self.buffer.tell() < self.blocksize: 

1129 # Defer write on small block 

1130 return 

1131 

1132 if self.offset is None: 

1133 # Initialize a multipart upload 

1134 self.offset = 0 

1135 try: 

1136 await self._initiate_upload() 

1137 except: 

1138 self.closed = True 

1139 raise 

1140 

1141 if await self._upload_chunk(final=force) is not False: 

1142 self.offset += self.buffer.seek(0, 2) 

1143 self.buffer = io.BytesIO() 

1144 

1145 async def __aenter__(self): 

1146 return self 

1147 

1148 async def __aexit__(self, exc_type, exc_val, exc_tb): 

1149 await self.close() 

1150 

1151 async def _fetch_range(self, start, end): 

1152 raise NotImplementedError 

1153 

1154 async def _initiate_upload(self): 

1155 pass 

1156 

1157 async def _upload_chunk(self, final=False): 

1158 raise NotImplementedError