From 315c16bade42119069093e56c607c4704593ac57 Mon Sep 17 00:00:00 2001 From: Margubur rahman Date: Tue, 31 Mar 2026 20:32:02 +0000 Subject: [PATCH 1/7] add prefetcher implementation for standard bucket --- cloudbuild/run_tests.sh | 13 + gcsfs/core.py | 111 +++++- gcsfs/prefetcher.py | 676 +++++++++++++++++++++++++++++++++ gcsfs/tests/test_core.py | 177 +++++++++ gcsfs/tests/test_prefetcher.py | 555 +++++++++++++++++++++++++++ gcsfs/zb_hns_utils.py | 1 + 6 files changed, 1530 insertions(+), 3 deletions(-) create mode 100644 gcsfs/prefetcher.py create mode 100644 gcsfs/tests/test_prefetcher.py diff --git a/cloudbuild/run_tests.sh b/cloudbuild/run_tests.sh index a970015d4..505b00ee0 100644 --- a/cloudbuild/run_tests.sh +++ b/cloudbuild/run_tests.sh @@ -117,6 +117,19 @@ case "$TEST_SUITE" in "--deselect=gcsfs/tests/test_core.py::test_mv_file_cache" ) + # The prefetcher engine is not integrated for zonal in this bucket. + # It will be integrated in a separate PR, after which this will be removed. + ZONAL_DESELECTS+=( + "--deselect=gcsfs/tests/test_core.py::test_cat_file_routing_and_thresholds" + "--deselect=gcsfs/tests/test_core.py::test_cat_file_concurrent_data_integrity" + "--deselect=gcsfs/tests/test_core.py::test_cat_file_concurrent_exception_cancellation" + "--deselect=gcsfs/tests/test_core.py::test_gcsfile_prefetch_disabled_fallback" + "--deselect=gcsfs/tests/test_core.py::test_gcsfile_prefetch_sequential_integrity" + "--deselect=gcsfs/tests/test_core.py::test_gcsfile_prefetch_random_seek_integrity" + "--deselect=gcsfs/tests/test_core.py::test_gcsfile_multithreaded_read_integrity" + "--deselect=gcsfs/tests/test_core.py::test_gcsfile_not_satisfiable_range" + ) + pytest "${ARGS[@]}" "${ZONAL_DESELECTS[@]}" gcsfs/tests/test_core.py ;; esac diff --git a/gcsfs/core.py b/gcsfs/core.py index 916437e43..5ed147b21 100644 --- a/gcsfs/core.py +++ b/gcsfs/core.py @@ -30,6 +30,7 @@ from .credentials import GoogleCredentials from .inventory_report import InventoryReport from .retry import errs, retry_request, validate_response +from .zb_hns_utils import DEFAULT_CONCURRENCY logger = logging.getLogger("gcsfs") @@ -299,6 +300,7 @@ class GCSFileSystem(asyn.AsyncFileSystem): default_block_size = DEFAULT_BLOCK_SIZE protocol = "gs", "gcs" async_impl = True + MIN_CHUNK_SIZE_FOR_CONCURRENCY = 5 * 1024 * 1024 def __init__( self, @@ -1166,22 +1168,75 @@ def url(self, path): f"&generation={generation}" if generation else "", ) - async def _cat_file(self, path, start=None, end=None, **kwargs): + async def _cat_file_sequential(self, path, start=None, end=None, **kwargs): """Simple one-shot get of file data""" # if start and end are both provided and valid, but start >= end, return empty bytes # Otherwise, _process_limits would generate an invalid HTTP range (e.g. "bytes=5-4" # for start=5, end=5), causing the server to return the whole file instead of nothing. if start is not None and end is not None and start >= end >= 0: return b"" + u2 = self.url(path) - # 'if start or end' fails when start=0 or end=0 because 0 is Falsey. if start is not None or end is not None: head = {"Range": await self._process_limits(path, start, end)} else: head = {} + headers, out = await self._call("GET", u2, headers=head) return out + async def _cat_file_concurrent( + self, path, start=None, end=None, concurrency=DEFAULT_CONCURRENCY, **kwargs + ): + """Concurrent fetch of file data""" + if start is None: + start = 0 + if end is None: + end = (await self._info(path))["size"] + if start >= end: + return b"" + + if concurrency <= 1 or end - start < self.MIN_CHUNK_SIZE_FOR_CONCURRENCY: + return await self._cat_file_sequential(path, start=start, end=end, **kwargs) + + total_size = end - start + part_size = total_size // concurrency + tasks = [] + + for i in range(concurrency): + offset = start + (i * part_size) + actual_size = ( + part_size if i < concurrency - 1 else total_size - (i * part_size) + ) + tasks.append( + asyncio.create_task( + self._cat_file_sequential( + path, start=offset, end=offset + actual_size, **kwargs + ) + ) + ) + + try: + results = await asyncio.gather(*tasks) + return b"".join(results) + except BaseException as e: + for t in tasks: + if not t.done(): + t.cancel() + await asyncio.gather(*tasks, return_exceptions=True) + raise e + + async def _cat_file( + self, path, start=None, end=None, concurrency=DEFAULT_CONCURRENCY, **kwargs + ): + """Simple one-shot, or concurrent get of file data""" + if concurrency > 1: + return await self._cat_file_concurrent( + path, start=start, end=end, concurrency=concurrency, **kwargs + ) + + return await self._cat_file_sequential(path, start=start, end=end, **kwargs) + async def _getxattr(self, path, attr): """Get user-defined metadata attribute""" meta = (await self._info(path)).get("metadata", {}) @@ -2020,6 +2075,38 @@ def __init__( self.acl = acl self.consistency = consistency self.checker = get_consistency_checker(consistency) + + # Ideally, all of these fields should be part of `cache_options`. Because current + # `fsspec` caches do not accept arbitrary `*args` and `**kwargs`, passing them + # there currently causes instantiation errors. We are holding off on introducing + # them as explicit keyword arguments to ensure existing user workloads are not + # disrupted. This will be refactored once the upstream `fsspec` changes are merged. + use_prefetch_reader = kwargs.get( + "use_experimental_adaptive_prefetching", False + ) or os.environ.get( + "use_experimental_adaptive_prefetching", "false" + ).lower() in ( + "true", + "1", + "t", + "y", + "yes", + ) + self.concurrency = kwargs.get("concurrency", DEFAULT_CONCURRENCY) + + if use_prefetch_reader: + max_prefetch_size = kwargs.get("max_prefetch_size", None) + from .prefetcher import BackgroundPrefetcher + + self._prefetch_engine = BackgroundPrefetcher( + self._async_fetch_range, + self.size, + max_prefetch_size=max_prefetch_size, + concurrency=self.concurrency, + ) + else: + self._prefetch_engine = None + # _supports_append is an internal argument not meant to be used directly. # If True, allows opening file in append mode. This is generally not supported # by GCS, but may be supported by subclasses (e.g. ZonalFile). This flag should @@ -2202,12 +2289,30 @@ def _fetch_range(self, start=None, end=None): if not both None, fetch only given range """ try: - return self.gcsfs.cat_file(self.path, start=start, end=end) + if self._prefetch_engine: + return self._prefetch_engine._fetch(start=start, end=end) + return self.gcsfs.cat_file( + self.path, start=start, end=end, concurrency=self.concurrency + ) except RuntimeError as e: if "not satisfiable" in str(e): return b"" raise + async def _async_fetch_range(self, start_offset, total_size, split_factor=1): + """Async fetcher mapped to the Prefetcher engine for regional buckets.""" + return await self.gcsfs._cat_file_concurrent( + self.path, + start=start_offset, + end=start_offset + total_size, + concurrency=split_factor, + ) + + def close(self): + if hasattr(self, "_prefetch_engine") and self._prefetch_engine: + self._prefetch_engine.close() + super().close() + def _convert_fixed_key_metadata(metadata, *, from_google=False): """ diff --git a/gcsfs/prefetcher.py b/gcsfs/prefetcher.py new file mode 100644 index 000000000..74617d968 --- /dev/null +++ b/gcsfs/prefetcher.py @@ -0,0 +1,676 @@ +import asyncio +import ctypes +import logging +import threading +from collections import deque + +import fsspec.asyn + +logger = logging.getLogger(__name__) + +PyBytes_FromStringAndSize = ctypes.pythonapi.PyBytes_FromStringAndSize +PyBytes_FromStringAndSize.restype = ctypes.py_object +PyBytes_FromStringAndSize.argtypes = [ctypes.c_void_p, ctypes.c_ssize_t] + +PyBytes_AsString = ctypes.pythonapi.PyBytes_AsString +PyBytes_AsString.restype = ctypes.c_void_p +PyBytes_AsString.argtypes = [ctypes.py_object] + + +def _fast_slice(src_bytes, offset, read_size): + if read_size == 0: + return b"" + dest_bytes = PyBytes_FromStringAndSize(None, read_size) + src_ptr = PyBytes_AsString(src_bytes) + dest_ptr = PyBytes_AsString(dest_bytes) + + ctypes.memmove(dest_ptr, src_ptr + offset, read_size) + return dest_bytes + + +class RunningAverageTracker: + """Tracks a running average of values over a sliding window. + + This is used to monitor read sizes and adaptively scale the + prefetching strategy based on recent user behavior. + """ + + def __init__(self, maxlen=10): + """Initializes the tracker with a specific window size. + + Args: + maxlen (int): The maximum number of historical values to keep. + """ + logger.debug("Initializing RunningAverageTracker with maxlen: %d", maxlen) + self._history = deque(maxlen=maxlen) + self._sum = 0 + + def add(self, value: int): + """Adds a new value to the sliding window and updates the rolling sum. + + Args: + value (int): The integer value to add to the history. + """ + if value <= 0: + return + if len(self._history) == self._history.maxlen: + self._sum -= self._history[0] + + self._history.append(value) + self._sum += value + logger.debug( + "RunningAverageTracker added value: %d, new sum: %d", value, self._sum + ) + + @property + def average(self) -> int: + """Calculates and returns the current running average. + + Returns: + int: The integer average of the current history. + """ + count = len(self._history) + if count == 0: + return 1024 * 1024 # 1MB + return self._sum // count + + def clear(self): + """Clears the history and resets the sum to zero.""" + logger.debug("Clearing RunningAverageTracker history.") + self._history.clear() + self._sum = 0 + + +class PrefetchProducer: + """Background worker that fetches sequential blocks of data. + + This class handles the network requests. It spawns asynchronous tasks + to fetch data ahead of the user's current reading position and + places those task promises into a queue for the consumer. + """ + + # If the request is too small, and prefetch window is expanded till 5MB + # we then make request in 5MB blocks. + MIN_CHUNK_SIZE = 5 * 1024 * 1024 + + # If user doesn't specify any max_prefetch_size, the prefetcher defaults + # to maximum of 2 * io_size and 128MB + MIN_PREFETCH_SIZE = 128 * 1024 * 1024 + + def __init__( + self, + fetcher, + size: int, + concurrency: int, + queue: asyncio.Queue, + wakeup_event: asyncio.Event, + get_user_offset, + get_io_size, + get_sequential_streak, + on_error, + user_max_prefetch_size=None, + ): + """Initializes the background producer. + + Args: + fetcher (Callable): A coroutine function to fetch bytes from a remote source. + size (int): Total size of the file being fetched. + concurrency (int): Maximum number of concurrent fetch tasks. + queue (asyncio.Queue): The shared queue to push download tasks into. + wakeup_event (asyncio.Event): Event used to wake the producer from an idle state. + get_user_offset (Callable): Function returning the user's current read offset. + get_io_size (Callable): Function returning the adaptive IO size. + get_sequential_streak (Callable): Function returning the current sequential read streak. + on_error (Callable): Callback triggered when a background error occurs. + user_max_prefetch_size (int, optional): A hard limit for prefetch size overrides. + """ + logger.debug( + "Initializing PrefetchProducer: size=%d, concurrency=%d, user_max_prefetch_size=%s", + size, + concurrency, + user_max_prefetch_size, + ) + self.fetcher = fetcher + self.size = size + self.concurrency = concurrency + self.queue = queue + self.wakeup_event = wakeup_event + + self.get_user_offset = get_user_offset + self.get_io_size = get_io_size + self.get_sequential_streak = get_sequential_streak + self.on_error = on_error + self._user_max_prefetch_size = user_max_prefetch_size + + self.current_offset = 0 + self.is_stopped = False + self._active_tasks = set() + self._producer_task = None + + @property + def max_prefetch_size(self) -> int: + """Calculates the maximum prefetch size based on user intent or io size. + + Returns: + int: The maximum number of bytes to prefetch ahead. + """ + if self._user_max_prefetch_size is not None: + return self._user_max_prefetch_size + return max(2 * self.get_io_size(), self.MIN_PREFETCH_SIZE) + + def start(self): + """Starts the background producer loop. + + This clears any previous wakeup events and spawns the main loop task. + """ + logger.info("Starting PrefetchProducer loop.") + self.is_stopped = False + self.wakeup_event.clear() + self._producer_task = asyncio.create_task(self._loop()) + + async def stop(self): + """Cancels all active fetch tasks and shuts down the producer loop. + + This method ensures the queue is flushed and waits for cancelled + tasks to finish cleaning up. + """ + logger.info( + "Stopping PrefetchProducer. Active fetch tasks: %d", len(self._active_tasks) + ) + self.is_stopped = True + self.wakeup_event.set() + + tasks_to_wait = [] + if self._producer_task and not self._producer_task.done(): + self._producer_task.cancel() + tasks_to_wait.append(self._producer_task) + + for task in list(self._active_tasks): + if not task.done(): + tasks_to_wait.append(task) + self._active_tasks.clear() + + # Clear out any leftover items in the queue + cleared_items = 0 + while not self.queue.empty(): + try: + item = self.queue.get_nowait() + if ( + isinstance(item, asyncio.Task) + and item.done() + and not item.cancelled() + ): + item.exception() + cleared_items += 1 + except asyncio.QueueEmpty: + break + + if cleared_items > 0: + logger.debug( + "Cleared %d leftover items from the queue during stop.", cleared_items + ) + + if tasks_to_wait: + logger.debug( + "Waiting for %d cancelled tasks to finish their teardown.", + len(tasks_to_wait), + ) + await asyncio.gather(*tasks_to_wait, return_exceptions=True) + + async def restart(self, new_offset: int): + """Stops current tasks and restarts the background loop at a new byte offset. + + Args: + new_offset (int): The new byte position to start prefetching from. + """ + logger.info("Restarting PrefetchProducer at new offset: %d", new_offset) + await self.stop() + self.current_offset = new_offset + self.start() + + async def _loop(self): + """The main background loop that calculates sizes and spawns fetch tasks.""" + logger.debug("PrefetchProducer internal loop is now running.") + try: + while not self.is_stopped: + await self.wakeup_event.wait() + self.wakeup_event.clear() + + if self.is_stopped: + break + + io_size = self.get_io_size() + streak = self.get_sequential_streak() + prefetch_size = min((streak + 1) * io_size, self.max_prefetch_size) + + logger.debug( + "Producer awake. Current offset: %d, User offset: %d, Prefetch size: %d", + self.current_offset, + self.get_user_offset(), + prefetch_size, + ) + + while ( + not self.is_stopped + and (self.current_offset - self.get_user_offset()) < prefetch_size + and self.current_offset < self.size + ): + user_offset = self.get_user_offset() + space_remaining = self.size - self.current_offset + prefetch_space_available = prefetch_size - ( + self.current_offset - user_offset + ) + + if ( + space_remaining >= io_size + and prefetch_space_available < io_size + ): + break + + if prefetch_size >= self.MIN_CHUNK_SIZE: + if prefetch_space_available >= self.MIN_CHUNK_SIZE: + actual_size = min( + max(self.MIN_CHUNK_SIZE, io_size), space_remaining + ) + else: + break + else: + actual_size = min(io_size, space_remaining) + + if streak < 2: + sfactor = self.concurrency + else: + sfactor = min( + self.concurrency, + max( + 1, + actual_size * self.concurrency // (prefetch_size or 1), + ), + ) + + logger.debug( + "Spawning fetch task. Offset: %d, Size: %d, Split Factor: %d", + self.current_offset, + actual_size, + sfactor, + ) + + download_task = asyncio.create_task( + self.fetcher( + self.current_offset, actual_size, split_factor=sfactor + ) + ) + self._active_tasks.add(download_task) + download_task.add_done_callback(self._active_tasks.discard) + + await self.queue.put(download_task) + self.current_offset += actual_size + + except asyncio.CancelledError: + logger.debug("PrefetchProducer loop was cancelled.") + pass + except Exception as e: + logger.error( + "PrefetchProducer loop encountered an unexpected error: %s", + e, + exc_info=True, + ) + self.is_stopped = True + self.on_error(e) + await self.queue.put(e) + + +class PrefetchConsumer: + """Consumes prefetched chunks from the queue and manages byte slicing. + + This class pulls data out of the shared queue and slices it into the + exact byte sizes requested by the user. It also manages the local block buffer. + """ + + def __init__( + self, + queue: asyncio.Queue, + wakeup_event: asyncio.Event, + is_producer_stopped, + on_error, + ): + """Initializes the consumer. + + Args: + queue (asyncio.Queue): The shared queue containing fetch tasks. + wakeup_event (asyncio.Event): Event used to wake the producer when more data is needed. + is_producer_stopped (Callable): Function returning whether the producer has been halted. + on_error (Callable): Callback triggered when a fetch error is encountered. + """ + logger.debug("Initializing PrefetchConsumer.") + self.queue = queue + self.wakeup_event = wakeup_event + self.is_producer_stopped = is_producer_stopped + self.on_error = on_error + self.sequential_streak = 0 + self.offset = 0 + self._current_block = b"" + self._current_block_idx = 0 + + def seek(self, new_offset: int): + """Clears the buffer and resets the internal offset for a hard seek. + + Args: + new_offset (int): The byte position the consumer is jumping to. + """ + logger.info( + "Consumer executing hard seek to offset %d. Clearing internal buffer.", + new_offset, + ) + self.offset = new_offset + self.sequential_streak = 0 + self._current_block = b"" + self._current_block_idx = 0 + + def clear_buffer(self): + """Discards the local byte buffer. Useful during shutdown or resets.""" + logger.debug("Consumer local block buffer cleared.") + self._current_block = b"" + self._current_block_idx = 0 + + async def _advance(self, size: int, save_data: bool) -> list[bytes]: + """Internal method to advance the offset and optionally extract data. + + Handles queue exhaustion, producer wakeups, and streak tracking. + """ + if size <= 0: + return [] + + chunks = [] + processed = 0 + + while processed < size: + available = len(self._current_block) - self._current_block_idx + + if not available: + if self.is_producer_stopped() and self.queue.empty(): + logger.debug("Consumer reached EOF.") + break + + if self.queue.empty(): + logger.debug("Queue is empty. Waking up producer.") + self.wakeup_event.set() + + task = await self.queue.get() + + if isinstance(task, Exception): + logger.error("Consumer retrieved an exception: %s", task) + self.on_error(task) + raise task + + try: + block = await task + + self.sequential_streak += 1 + if self.sequential_streak >= 2: + self.wakeup_event.set() + + self._current_block = block + self._current_block_idx = 0 + available = len(self._current_block) + except asyncio.CancelledError: + raise + except Exception as e: + logger.error("Consumer caught an error: %s", e, exc_info=True) + self.on_error(e) + raise e + + if not self._current_block: + break + + needed = size - processed + take = min(needed, available) + + if save_data: + if take == len(self._current_block) and self._current_block_idx == 0: + chunk = self._current_block + else: + # Native Python slicing was GIL bound in my experiments. + chunk = await asyncio.to_thread( + _fast_slice, self._current_block, self._current_block_idx, take + ) + chunks.append(chunk) + + self._current_block_idx += take + processed += take + self.offset += take + + return chunks + + async def consume(self, size: int) -> bytes: + """Pulls exactly 'size' bytes from the local block or the task queue. + + If the local block is exhausted, this will wait on the queue for the next + available chunk of data. + + Args: + size (int): The exact number of bytes to retrieve. + + Returns: + bytes: The requested bytes. This may be shorter than 'size' if EOF is reached. + + Raises: + Exception: Re-raises any exceptions encountered by the producer fetch tasks. + """ + if size <= 0: + return b"" + + chunks = await self._advance(size, save_data=True) + + if not chunks: + return b"" + + if len(chunks) == 1: + return chunks[0] + + return b"".join(chunks) + + async def skip(self, size: int) -> None: + """Advances the consumer offset without allocating memory.""" + await self._advance(size, save_data=False) + + +class BackgroundPrefetcher: + """Orchestrator that manages reading behavior and coordinates background work. + + This acts as the main public interface for the file reader. It tracks the + user's reading history, routes seek operations, and links the producer's + network tasks with the consumer's data slicing logic. + """ + + def __init__(self, fetcher, size: int, concurrency: int, max_prefetch_size=None): + """Initializes the background prefetcher. + + Args: + fetcher (Callable): A coroutine of the form `f(start, end)` which gets bytes from the remote. + size (int): Total byte size of the file being read. + concurrency (int): Number of concurrent network requests to use for large chunks. + max_prefetch_size (int, optional): Maximum bytes to prefetch ahead of the current user offset. + + Raises: + ValueError: If max_prefetch_size is provided but is not a positive integer. + """ + logger.info( + "Starting BackgroundPrefetcher. Size: %d, Concurrency: %d, Max Prefetch: %s", + size, + concurrency, + max_prefetch_size, + ) + self.size = size + self.concurrency = concurrency + + if max_prefetch_size is not None and max_prefetch_size <= 0: + logger.error("Invalid max_prefetch_size provided: %s", max_prefetch_size) + raise ValueError( + "max_prefetch_size should be a positive integer to use adaptive prefetching!" + ) + + self.loop = fsspec.asyn.get_loop() + self._lock = threading.Lock() + self._error = None + self.is_stopped = False + self.queue = asyncio.Queue() + self.wakeup_event = asyncio.Event() + self.user_offset = 0 + self.read_tracker = RunningAverageTracker(maxlen=10) + + self.consumer = PrefetchConsumer( + queue=self.queue, + wakeup_event=self.wakeup_event, + is_producer_stopped=self._is_producer_stopped, + on_error=self._set_error, + ) + + self.producer = PrefetchProducer( + fetcher=fetcher, + size=self.size, + concurrency=self.concurrency, + queue=self.queue, + wakeup_event=self.wakeup_event, + get_user_offset=lambda: self.consumer.offset, + get_io_size=self._get_adaptive_io_size, + get_sequential_streak=lambda: self.consumer.sequential_streak, + on_error=self._set_error, + user_max_prefetch_size=max_prefetch_size, + ) + + async def _start(): + self.producer.start() + + fsspec.asyn.sync(self.loop, _start) + logger.debug("BackgroundPrefetcher initialization complete.") + + def __enter__(self): + """Context manager entry point.""" + return self + + def __exit__(self, exc_type, exc_val, exc_tb): + """Context manager exit point. Ensures the prefetcher is cleanly closed.""" + self.close() + + def _get_adaptive_io_size(self) -> int: + return self.read_tracker.average + + def _is_producer_stopped(self) -> bool: + return self.producer.is_stopped if hasattr(self, "producer") else True + + def _set_error(self, e: Exception): + logger.error("Global error state set in BackgroundPrefetcher: %s", e) + self._error = e + + async def _restart_producer(self, new_offset: int): + logger.debug( + "Handling seek request. Restarting producer at offset: %d", new_offset + ) + self._error = None + await self.producer.restart(new_offset) + self.consumer.seek(new_offset) + self.read_tracker.clear() + + async def _async_fetch(self, start, end): + logger.debug("Executing _async_fetch for range %d - %d.", start, end) + + if start != self.user_offset: + if self.user_offset < start <= self.producer.current_offset: + logger.info( + "Soft seek detected. Skipping ahead from %d to %d.", + self.user_offset, + start, + ) + skip_amount = start - self.user_offset + await self.consumer.skip(skip_amount) + self.user_offset = start + else: + logger.info( + "Hard seek detected. Moving user offset from %d to %d.", + self.user_offset, + start, + ) + self.user_offset = start + await self._restart_producer(start) + + requested_size = end - start + self.read_tracker.add(requested_size) + + chunk = await self.consumer.consume(requested_size) + self.user_offset += len(chunk) + + logger.debug("Completed _async_fetch. Returned %d bytes.", len(chunk)) + return chunk + + def _fetch(self, start: int | None, end: int | None) -> bytes: + if start is None: + start = 0 + if end is None: + end = self.size + + end = min(end, self.size) + logger.debug( + "Synchronous _fetch called for bounds start=%s, end=%s.", start, end + ) + + if start >= self.size or start >= end: + logger.warning( + "Invalid bounds or EOF reached in _fetch. Start: %d, End: %d, Size: %d", + start, + end, + self.size, + ) + return b"" + + with self._lock: + if self._error: + logger.error("Cannot fetch data: instance has an active error state.") + raise self._error + + if self.is_stopped: + logger.error( + "Cannot fetch data: BackgroundPrefetcher is stopped or closed." + ) + raise RuntimeError( + "The file instance has been closed. This can occur if a close operation " + "is executed concurrently while a read operation is still in progress." + ) + + try: + result = fsspec.asyn.sync(self.loop, self._async_fetch, start, end) + except Exception as e: + logger.error( + "Exception raised during synchronous fetch: %s", e, exc_info=True + ) + self.is_stopped = True + self._error = e + raise + + if self.is_stopped: + logger.error("Instance was stopped mid-fetch operation.") + raise RuntimeError( + "The file instance has been closed. This can occur if a close operation " + "is executed concurrently while a read operation is still in progress." + ) + + return result + + def close(self): + """Safely shuts down the prefetcher. + + This cancels all background network tasks and blocks until everything + is completely cleaned up. It also clears the internal consumer buffer. + """ + logger.info("Closing BackgroundPrefetcher and cleaning up resources.") + if self.is_stopped: + logger.debug( + "BackgroundPrefetcher is already stopped. Skipping close operation." + ) + return + + self.is_stopped = True + with self._lock: + fsspec.asyn.sync(self.loop, self.producer.stop) + self.consumer.clear_buffer() + logger.info("BackgroundPrefetcher closed successfully.") diff --git a/gcsfs/tests/test_core.py b/gcsfs/tests/test_core.py index 285ee03f8..99387e8d7 100644 --- a/gcsfs/tests/test_core.py +++ b/gcsfs/tests/test_core.py @@ -1,3 +1,4 @@ +import concurrent.futures import io import os import uuid @@ -8,6 +9,7 @@ from urllib.parse import parse_qs, unquote, urlparse from uuid import uuid4 +import fsspec.asyn import fsspec.core import pytest import requests @@ -1921,3 +1923,178 @@ def test_mv_file_raises_error_for_specific_generation(gcs): gcs.mv_file(src, dest) finally: gcs.version_aware = original_version_aware + + +def test_cat_file_routing_and_thresholds(gcs): + fn = f"{TEST_BUCKET}/core_routing.txt" + # Create an 8MB file + data = os.urandom(8 * 1024 * 1024) + gcs.pipe(fn, data) + + # 1. Concurrency = 1 (Should route to sequential) + with mock.patch.object( + gcs, "_cat_file_sequential", wraps=gcs._cat_file_sequential + ) as mock_seq: + with mock.patch.object( + gcs, "_cat_file_concurrent", wraps=gcs._cat_file_concurrent + ) as mock_conc: + res = fsspec.asyn.sync( + gcs.loop, gcs._cat_file, fn, start=0, end=1024, concurrency=1 + ) + assert res == data[:1024] + assert mock_seq.call_count == 1 + assert mock_conc.call_count == 0 + + # 2. Concurrency = 4, but read size (1MB) is < MIN_CHUNK_SIZE_FOR_CONCURRENCY (5MB) + with mock.patch.object( + gcs, "_cat_file_sequential", wraps=gcs._cat_file_sequential + ) as mock_seq: + with mock.patch.object( + gcs, "_cat_file_concurrent", wraps=gcs._cat_file_concurrent + ) as mock_conc: + res = fsspec.asyn.sync( + gcs.loop, gcs._cat_file, fn, start=0, end=1024 * 1024, concurrency=4 + ) + assert res == data[: 1024 * 1024] + # It hits the concurrent wrapper, but bails out to sequential internally + assert mock_conc.call_count == 1 + assert mock_seq.call_count == 1 + + # 3. Concurrency = 4, and read size (8MB) >= MIN_CHUNK_SIZE_FOR_CONCURRENCY (5MB) + with mock.patch.object( + gcs, "_cat_file_sequential", wraps=gcs._cat_file_sequential + ) as mock_seq: + res = fsspec.asyn.sync( + gcs.loop, gcs._cat_file, fn, start=0, end=8 * 1024 * 1024, concurrency=4 + ) + assert res == data + # Should call sequential 4 times (once for each concurrent chunk) + assert mock_seq.call_count == 4 + + +def test_cat_file_concurrent_data_integrity(gcs): + fn = f"{TEST_BUCKET}/core_integrity.txt" + file_size = 20 * 1024 * 1024 # 20MB + data = os.urandom(file_size) + gcs.pipe(fn, data) + + res = fsspec.asyn.sync( + gcs.loop, gcs._cat_file_concurrent, fn, start=0, end=file_size, concurrency=7 + ) + assert len(res) == file_size + assert res == data + + +def test_cat_file_concurrent_exception_cancellation(gcs): + fn = f"{TEST_BUCKET}/core_exception.txt" + data = b"0123456789" * 6000000 # ~6MB + gcs.pipe(fn, data) + + original_seq = gcs._cat_file_sequential + + async def mock_fail_seq(path, start, end, **kwargs): + if start > 0: # Force failure on the 2nd chunk + raise OSError("Simulated HTTP Timeout") + return await original_seq(path, start, end, **kwargs) + + with mock.patch.object(gcs, "_cat_file_sequential", side_effect=mock_fail_seq): + with pytest.raises(OSError, match="Simulated HTTP Timeout"): + fsspec.asyn.sync( + gcs.loop, + gcs._cat_file_concurrent, + fn, + start=0, + end=len(data), + concurrency=4, + ) + + +def test_gcsfile_prefetch_disabled_fallback(gcs): + """Verify that omitting the flag entirely skips the prefetcher initialization.""" + fn = f"{TEST_BUCKET}/no_prefetch.txt" + gcs.pipe(fn, b"HelloWorld") + + with gcs.open(fn, "rb", use_experimental_adaptive_prefetching=False) as f: + assert getattr(f, "_prefetch_engine", None) is None + assert f.read() == b"HelloWorld" + + +def test_gcsfile_prefetch_sequential_integrity(gcs): + fn = f"{TEST_BUCKET}/integrated_seq.txt" + file_size = 10 * 1024 * 1024 + data = os.urandom(file_size) + gcs.pipe(fn, data) + + with gcs.open( + fn, "rb", use_experimental_adaptive_prefetching=True, block_size=2 * 1024 * 1024 + ) as f: + assert f._prefetch_engine is not None + + chunks = [] + while True: + chunk = f.read(1024 * 1024) # Read 1MB at a time + if not chunk: + break + chunks.append(chunk) + + assert b"".join(chunks) == data + + +def test_gcsfile_prefetch_random_seek_integrity(gcs): + fn = f"{TEST_BUCKET}/integrated_random.txt" + file_size = 5 * 1024 * 1024 + data = os.urandom(file_size) + gcs.pipe(fn, data) + + import random + + random.seed(42) + + with gcs.open( + fn, "rb", use_experimental_adaptive_prefetching=True, block_size=1024 * 1024 + ) as f: + for _ in range(50): + start = random.randint(0, file_size - 1000) + length = random.randint(1, 1000) + + f.seek(start) + chunk = f.read(length) + + assert len(chunk) == length + assert chunk == data[start : start + length] + + +def test_gcsfile_multithreaded_read_integrity(gcs): + fn = f"{TEST_BUCKET}/integrated_mt.txt" + file_size = 15 * 1024 * 1024 + data = os.urandom(file_size) + gcs.pipe(fn, data) + + with gcs.open( + fn, "rb", use_experimental_adaptive_prefetching=True, block_size=2 * 1024 * 1024 + ) as f: + + def thread_worker(start, size): + return f._fetch_range(start, start + size) + + chunk_size = 3 * 1024 * 1024 + futures = [] + with concurrent.futures.ThreadPoolExecutor(max_workers=5) as executor: + for i in range(5): + start_offset = i * chunk_size + futures.append(executor.submit(thread_worker, start_offset, chunk_size)) + + results = [fut.result() for fut in futures] + stitched_data = b"".join(results) + + assert len(stitched_data) == file_size + assert stitched_data == data + + +def test_gcsfile_not_satisfiable_range(gcs): + fn = f"{TEST_BUCKET}/integrated_eof.txt" + gcs.pipe(fn, b"12345") + + with gcs.open(fn, "rb", use_experimental_adaptive_prefetching=True) as f: + res = f._fetch_range(100, 200) + assert res == b"" diff --git a/gcsfs/tests/test_prefetcher.py b/gcsfs/tests/test_prefetcher.py new file mode 100644 index 000000000..48aa7f6e6 --- /dev/null +++ b/gcsfs/tests/test_prefetcher.py @@ -0,0 +1,555 @@ +import asyncio +from unittest import mock + +import fsspec.asyn +import pytest + +from gcsfs.prefetcher import BackgroundPrefetcher, RunningAverageTracker, _fast_slice + + +class MockFetcher: + def __init__(self, data, fail_at_call=None, hang_at_call=None): + self.data = data + self.calls = [] + self.fail_at_call = fail_at_call + self.hang_at_call = hang_at_call + self.call_count = 0 + + async def __call__(self, start, size, split_factor=1): + self.call_count += 1 + self.calls.append({"start": start, "size": size, "split_factor": split_factor}) + + await asyncio.sleep(0.001) + + if self.hang_at_call is not None and self.call_count >= self.hang_at_call: + await asyncio.sleep(1000) + + if self.fail_at_call is not None and self.call_count >= self.fail_at_call: + raise OSError("Simulated Network Timeout") + + return self.data[start : start + size] + + +def test_fast_slice_direct(): + src = b"0123456789" + assert _fast_slice(src, 2, 4) == b"2345" + assert _fast_slice(src, 5, 0) == b"" + assert _fast_slice(src, 0, 10) == b"0123456789" + + +def test_running_average_tracker(): + tracker = RunningAverageTracker(maxlen=3) + assert tracker.average == 1024 * 1024 # Default 1MB fallback + + tracker.add(512) + tracker.add(512) + assert tracker.average == 512 + + tracker.add(2048) + assert tracker.average == 1024 # (512 + 512 + 2048) // 3 + + tracker.clear() + assert tracker.average == 1024 * 1024 + + +def test_max_prefetch_size_property(): + bp1 = BackgroundPrefetcher(fetcher=MockFetcher(b""), size=10000, concurrency=4) + assert bp1.producer.max_prefetch_size == bp1.producer.MIN_PREFETCH_SIZE + bp1.close() + + bp2 = BackgroundPrefetcher(fetcher=MockFetcher(b""), size=1000000000, concurrency=4) + # Give it a history so it calculates 2x the io_size + bp2.read_tracker.add(100 * 1024 * 1024) + assert bp2.producer.max_prefetch_size == 200 * 1024 * 1024 + bp2.close() + + +def test_sequential_read_spanning_blocks(): + data = b"A" * 100 + b"B" * 100 + b"C" * 100 + fetcher = MockFetcher(data) + bp = BackgroundPrefetcher(fetcher=fetcher, size=300, concurrency=4) + bp.read_tracker.add(100) # Seed the adaptive tracker + + assert bp._fetch(0, 100) == b"A" * 100 + assert bp._fetch(100, 150) == b"B" * 50 + assert bp.consumer._current_block_idx == 50 + assert bp._fetch(150, 250) == b"B" * 50 + b"C" * 50 + assert bp._fetch(250, 300) == b"C" * 50 + assert bp._fetch(300, 310) == b"" + + bp.close() + + +def test_fetch_default_args_and_out_of_bounds(): + fetcher = MockFetcher(b"12345") + bp = BackgroundPrefetcher(fetcher=fetcher, size=5, concurrency=4) + + assert bp._fetch(None, None) == b"12345" + assert bp._fetch(None, 2) == b"12" + assert bp._fetch(5, 10) == b"" + assert bp._fetch(10, 20) == b"" + assert bp._fetch(2, 2) == b"" + assert bp._fetch(4, 2) == b"" + + bp.close() + + +def test_seek_logic(): + data = b"0123456789" * 10 + fetcher = MockFetcher(data) + bp = BackgroundPrefetcher(fetcher=fetcher, size=100, concurrency=4) + + assert bp._fetch(0, 10) == data[0:10] + assert bp._fetch(10, 20) == data[10:20] + assert bp.user_offset == 20 + assert bp._fetch(50, 60) == data[50:60] + assert bp.user_offset == 60 + assert bp._fetch(10, 20) == data[10:20] + assert bp.user_offset == 20 + + bp.close() + + +def test_exception_placed_in_queue(): + bp = BackgroundPrefetcher(fetcher=MockFetcher(b"X" * 100), size=100, concurrency=4) + + async def inject_error(): + await bp.queue.put(ValueError("Injected Producer Error")) + + fsspec.asyn.sync(bp.loop, inject_error) + + with pytest.raises(ValueError, match="Injected Producer Error"): + bp._fetch(0, 50) + + assert isinstance(bp._error, ValueError) + bp.close() + + +def test_producer_concurrency_streak_and_min_chunk(): + data = b"X" * 1000 + fetcher = MockFetcher(data) + + bp = BackgroundPrefetcher(fetcher=fetcher, size=1000, concurrency=4) + bp.read_tracker.add(50) + + # Temporarily lower chunk limit for test + original_min_chunk = bp.producer.MIN_CHUNK_SIZE + bp.producer.MIN_CHUNK_SIZE = 10 + + bp._fetch(0, 50) + bp._fetch(50, 100) + bp._fetch(100, 150) + + fsspec.asyn.sync(bp.loop, asyncio.sleep, 0.1) + + split_factors = [call["split_factor"] for call in fetcher.calls] + assert split_factors[0] == 4 + assert max(split_factors) > 1 + assert max(split_factors) <= 4 + + bp.producer.MIN_CHUNK_SIZE = original_min_chunk + bp.close() + + +def test_producer_loop_space_constraints(): + data = b"Y" * 100 + fetcher = MockFetcher(data) + + bp = BackgroundPrefetcher(fetcher=fetcher, size=100, concurrency=4) + bp.read_tracker.add(60) + + original_min_chunk = bp.producer.MIN_CHUNK_SIZE + bp.producer.MIN_CHUNK_SIZE = 200 + + assert bp._fetch(0, 10) == b"Y" * 10 + + fsspec.asyn.sync(bp.loop, asyncio.sleep, 0.1) + sizes = [call["size"] for call in fetcher.calls] + assert all(s <= 100 for s in sizes) + + bp.producer.MIN_CHUNK_SIZE = original_min_chunk + bp.close() + + +def test_producer_error_propagation(): + fetcher = MockFetcher(b"A" * 1000, fail_at_call=3) + bp = BackgroundPrefetcher(fetcher=fetcher, size=1000, concurrency=4) + bp.read_tracker.add(100) + + assert bp._fetch(0, 100) == b"A" * 100 + + with pytest.raises(OSError, match="Simulated Network Timeout"): + bp._fetch(100, 500) + + assert bp.is_stopped is True + bp.close() + + +def test_read_after_close_or_error(): + bp = BackgroundPrefetcher(fetcher=MockFetcher(b"X" * 100), size=100, concurrency=4) + bp.close() + + assert bp.is_stopped is True + with pytest.raises(RuntimeError, match="The file instance has been closed"): + bp._fetch(0, 10) + + bp2 = BackgroundPrefetcher(fetcher=MockFetcher(b"X" * 100), size=100, concurrency=4) + bp2._error = ValueError("Pre-existing error") + with pytest.raises(ValueError, match="Pre-existing error"): + bp2._fetch(0, 10) + bp2.close() + + +def test_empty_queue_when_stopped(): + bp = BackgroundPrefetcher(fetcher=MockFetcher(b"X" * 500), size=500, concurrency=4) + bp.is_stopped = True + + with pytest.raises(RuntimeError, match="The file instance has been closed"): + bp._fetch(0, 100) + + bp.close() + + +def test_cancel_all_tasks_cleans_queue_with_exceptions(): + bp = BackgroundPrefetcher(fetcher=MockFetcher(b"X" * 100), size=100, concurrency=4) + + async def inject_task(): + async def dummy_exception_task(): + raise ValueError("Hidden error") + + task = asyncio.create_task(dummy_exception_task()) + await bp.queue.put(task) + await asyncio.sleep(0.05) + + fsspec.asyn.sync(bp.loop, inject_task) + bp.close() + assert bp.queue.empty() + + +def test_cleanup_cancels_active_tasks(): + bp = BackgroundPrefetcher( + fetcher=MockFetcher(b"Z" * 1000), size=1000, concurrency=4 + ) + + async def inject_task(): + async def dummy_task(): + await asyncio.sleep(3) + + task = asyncio.create_task(dummy_task()) + bp.producer._active_tasks.add(task) + + fsspec.asyn.sync(bp.loop, inject_task) + + assert len(bp.producer._active_tasks) > 0 + assert bp.is_stopped is False + + bp.close() + + assert bp.is_stopped is True + assert len(bp.producer._active_tasks) == 0 + + +def test_read_task_cancellation(): + bp = BackgroundPrefetcher( + fetcher=MockFetcher(b"X" * 1000), size=1000, concurrency=4 + ) + + async def inject_and_read(): + bp.is_stopped = True + while not bp.queue.empty(): + bp.queue.get_nowait() + + cancel_task = asyncio.create_task(asyncio.sleep(10)) + cancel_task.cancel() + await bp.queue.put(cancel_task) + + with pytest.raises(asyncio.CancelledError): + await bp.consumer.consume(10) + + fsspec.asyn.sync(bp.loop, inject_and_read) + bp.close() + + +def test_async_fetch_exception_trapping(): + bp = BackgroundPrefetcher(fetcher=MockFetcher(b"X" * 100), size=100, concurrency=4) + + def bad_sync(*args, **kwargs): + raise RuntimeError("Simulated sync crash") + + with mock.patch("fsspec.asyn.sync", side_effect=bad_sync): + with pytest.raises(RuntimeError, match="Simulated sync crash"): + bp._fetch(0, 10) + + assert bp.is_stopped is True + assert isinstance(bp._error, RuntimeError) + bp.close() + + +def test_read_past_eof_internal(): + bp = BackgroundPrefetcher(fetcher=MockFetcher(b"X" * 50), size=50, concurrency=4) + bp.user_offset = 50 + res = bp._fetch(50, 60) + assert res == b"" + bp.close() + + +def test_fetch_with_exact_block_matches(): + data = b"X" * 100 + bp = BackgroundPrefetcher(fetcher=MockFetcher(data), size=100, concurrency=4) + bp.read_tracker.add(50) + + assert bp._fetch(0, 50) == b"X" * 50 + assert bp.consumer._current_block_idx == 50 + assert bp._fetch(50, 100) == b"X" * 50 + + bp.close() + + +def test_queue_empty_race_condition(): + bp = BackgroundPrefetcher(fetcher=MockFetcher(b"X" * 100), size=100, concurrency=4) + + async def inject(): + bp.queue.put_nowait(asyncio.create_task(asyncio.sleep(0))) + with mock.patch.object(bp.queue, "get_nowait", side_effect=asyncio.QueueEmpty): + await bp.producer.stop() + + fsspec.asyn.sync(bp.loop, inject) + bp.close() + + +def test_producer_space_remaining_break(): + bp = BackgroundPrefetcher( + fetcher=MockFetcher(b"X" * 1000), + size=1000, + concurrency=4, + max_prefetch_size=150, + ) + bp._fetch(0, 10) + fsspec.asyn.sync(bp.loop, asyncio.sleep, 0.1) + bp.close() + + +def test_producer_min_chunk_logic(): + bp1 = BackgroundPrefetcher( + fetcher=MockFetcher(b"X" * 1000), + size=1000, + concurrency=4, + max_prefetch_size=300, + ) + bp1.producer.MIN_CHUNK_SIZE = 100 + + fsspec.asyn.sync(bp1.loop, asyncio.sleep, 0.1) + bp1.close() + + bp2 = BackgroundPrefetcher( + fetcher=MockFetcher(b"X" * 1000), + size=1000, + concurrency=4, + max_prefetch_size=150, + ) + bp2.producer.MIN_CHUNK_SIZE = 100 + fsspec.asyn.sync(bp2.loop, asyncio.sleep, 0.1) + bp2.close() + + +def test_producer_loop_exception(): + bp = BackgroundPrefetcher(fetcher=MockFetcher(b""), size=100, concurrency=4) + error_object = ValueError("Producer crash") + bp.producer.get_io_size = mock.Mock(side_effect=error_object) + + with pytest.raises(ValueError, match="Producer crash"): + bp._fetch(0, 10) + + assert bp.is_stopped is True + assert bp._error == error_object + + with pytest.raises(ValueError, match="Producer crash"): + bp._fetch(0, 10) + bp.close() + + +def test_seek_same_offset(): + bp = BackgroundPrefetcher(fetcher=MockFetcher(b""), size=100, concurrency=4) + fsspec.asyn.sync(bp.loop, bp._async_fetch, 0, 10) + bp.close() + + +def test_read_history_maxlen(): + bp = BackgroundPrefetcher( + fetcher=MockFetcher(b"X" * 2000), size=2000, concurrency=4 + ) + for i in range(12): + bp._fetch(i * 10, (i + 1) * 10) + assert len(bp.read_tracker._history) == 10 + bp.close() + + +def test_fast_slice_branch(): + bp = BackgroundPrefetcher(fetcher=MockFetcher(b"X" * 200), size=200, concurrency=4) + assert bp._fetch(0, 10) == b"X" * 10 + assert bp._fetch(10, 20) == b"X" * 10 + bp.close() + + +def test_fetch_stopped_during_execution(): + bp = BackgroundPrefetcher(fetcher=MockFetcher(b"X" * 100), size=100, concurrency=4) + + async def fake_async_fetch(start, end): + bp.is_stopped = True + return b"fake" + + with mock.patch.object(bp, "_async_fetch", new=fake_async_fetch): + with pytest.raises(RuntimeError, match="The file instance has been closed"): + bp._fetch(0, 10) + bp.close() + + +def test_producer_space_remaining_break_exact(): + fetcher = MockFetcher(b"X" * 1000) + bp = BackgroundPrefetcher( + fetcher=fetcher, size=1000, concurrency=4, max_prefetch_size=150 + ) + bp.read_tracker.add(100) + + async def trigger_loop(): + bp.producer.current_offset = 100 + bp.consumer.offset = 0 + bp.consumer.sequential_streak = 5 + + bp.wakeup_event.set() + await asyncio.sleep(0.05) + + fsspec.asyn.sync(bp.loop, trigger_loop) + assert fetcher.call_count == 0 + bp.close() + + +def test_async_fetch_not_block_break(): + bp = BackgroundPrefetcher(fetcher=MockFetcher(b""), size=100, concurrency=4) + + async def fake_consume(size): + return b"" + + bp.consumer.consume = fake_consume + bp.user_offset = 0 + + res = fsspec.asyn.sync(bp.loop, bp._async_fetch, 0, 50) + assert res == b"" + bp.close() + + +def test_fetch_stopped_before_execution(): + bp = BackgroundPrefetcher(fetcher=MockFetcher(b"X" * 100), size=100, concurrency=4) + bp.is_stopped = True + bp._error = None + + with pytest.raises(RuntimeError, match="The file instance has been closed"): + bp._fetch(0, 10) + bp.close() + + +def test_async_fetch_zero_copy_remainder(): + bp = BackgroundPrefetcher(fetcher=MockFetcher(b"X"), size=100, concurrency=4) + bp.consumer._current_block = b"ABCDE" + bp.consumer._current_block_idx = 0 + bp.user_offset = 0 + res = fsspec.asyn.sync(bp.loop, bp._async_fetch, 0, 5) + assert res == b"ABCDE" + assert bp.consumer._current_block_idx == 5 + bp.close() + + +def test_read_runtime_error_on_stopped_empty(): + bp = BackgroundPrefetcher(fetcher=MockFetcher(b"X"), size=100, concurrency=4) + bp.is_stopped = True + bp.producer.is_stopped = True + + while not bp.queue.empty(): + bp.queue.get_nowait() + + res = fsspec.asyn.sync(bp.loop, bp.consumer.consume, 10) + assert res == b"" + bp.close() + + +def test_init_invalid_max_prefetch_size(): + with pytest.raises( + ValueError, + match=r"max_prefetch_size should be a positive integer", + ): + BackgroundPrefetcher( + fetcher=MockFetcher(b""), size=1000, concurrency=4, max_prefetch_size=0 + ) + + +def test_init_valid_max_prefetch_size_edge_case(): + bp = BackgroundPrefetcher( + fetcher=MockFetcher(b""), size=1000, concurrency=4, max_prefetch_size=100 + ) + assert bp.producer._user_max_prefetch_size == 100 + bp.close() + + +def test_consumer_zero_size_checks(): + bp = BackgroundPrefetcher(fetcher=MockFetcher(b"X" * 100), size=100, concurrency=4) + + # 1. Test consume size <= 0 + res_consume_zero = fsspec.asyn.sync(bp.loop, bp.consumer.consume, 0) + assert res_consume_zero == b"" + res_consume_neg = fsspec.asyn.sync(bp.loop, bp.consumer.consume, -5) + assert res_consume_neg == b"" + + # 2. Test _advance size <= 0 directly + # (consume catches it early, so we call _advance directly to hit its internal check) + res_advance_zero = fsspec.asyn.sync( + bp.loop, bp.consumer._advance, 0, save_data=True + ) + assert res_advance_zero == [] + res_advance_neg = fsspec.asyn.sync( + bp.loop, bp.consumer._advance, -10, save_data=False + ) + assert res_advance_neg == [] + + bp.close() + + +def test_producer_min_chunk_inner_break(): + fetcher = MockFetcher(b"X" * 1000) + bp = BackgroundPrefetcher( + fetcher=fetcher, size=1000, concurrency=4, max_prefetch_size=400 + ) + + bp.read_tracker.add(100) + + original_min_chunk = bp.producer.MIN_CHUNK_SIZE + bp.producer.MIN_CHUNK_SIZE = 200 + + async def trigger_loop(): + bp.producer.current_offset = 250 + bp.consumer.offset = 0 + bp.consumer.sequential_streak = 3 # makes prefetch_size = (3+1) * 100 = 400 + bp.wakeup_event.set() + await asyncio.sleep(0.05) + + fsspec.asyn.sync(bp.loop, trigger_loop) + + assert fetcher.call_count == 0 + + bp.producer.MIN_CHUNK_SIZE = original_min_chunk + bp.close() + + +def test_producer_loop_break_on_stopped_after_wakeup(): + fetcher = MockFetcher(b"X" * 1000) + bp = BackgroundPrefetcher(fetcher=fetcher, size=1000, concurrency=4) + + async def trigger_stop_and_wake(): + bp.producer.is_stopped = True + bp.wakeup_event.set() + await asyncio.sleep(0.05) + + fsspec.asyn.sync(bp.loop, trigger_stop_and_wake) + + # Verify the producer gracefully exited without doing work + assert fetcher.call_count == 0 + bp.close() diff --git a/gcsfs/zb_hns_utils.py b/gcsfs/zb_hns_utils.py index e7fd7dfb1..768a68fcb 100644 --- a/gcsfs/zb_hns_utils.py +++ b/gcsfs/zb_hns_utils.py @@ -11,6 +11,7 @@ ) MRD_MAX_RANGES = 1000 # MRD supports up to 1000 ranges per request +DEFAULT_CONCURRENCY = 4 logger = logging.getLogger("gcsfs") From 229032e12acabdb2c649fe91dc658a10a80a991b Mon Sep 17 00:00:00 2001 From: Margubur rahman Date: Thu, 2 Apr 2026 13:20:22 +0000 Subject: [PATCH 2/7] address comments --- docs/source/prefetcher.rst | 105 +++++++++++++++++++++++++++++++++++++ gcsfs/core.py | 10 ++-- gcsfs/prefetcher.py | 24 +++++---- gcsfs/zb_hns_utils.py | 3 +- 4 files changed, 125 insertions(+), 17 deletions(-) create mode 100644 docs/source/prefetcher.rst diff --git a/docs/source/prefetcher.rst b/docs/source/prefetcher.rst new file mode 100644 index 000000000..054f72b79 --- /dev/null +++ b/docs/source/prefetcher.rst @@ -0,0 +1,105 @@ +================================================================= +GCSFS Adaptive Concurrent Prefetching: Architecture & Usage Guide +================================================================= + +Introduction to Prefetching in GCSFS +-------------------------------------------- + +When reading large files from cloud storage, the biggest bottleneck is network latency. If a program reads a chunk of a file, processes it, and then asks for the next chunk, the application spends most of its time idle, waiting for data packets to travel across the internet. + +Prefetching solves this by predicting what data the application will need next and downloading it in the background before the application actually asks for it. By overlapping computation with network I/O, we can keep the application fed with data and significantly reduce total execution time. + +Alongside this new prefetching architecture, native concurrency support for reads is now part of gcsfs. Previously, file reads were largely sequential. Now, gcsfs can download, or stream a file concurrently reducing the read time. + +Inspiration +------------------------------------------- + +The core concept of this implementation is inspired by the Linux kernel's file system prefetching algorithm (mm/readahead.c). Like the kernel, our system establishes a sliding window of data ahead of the user's current read position and utilizes asynchronous pipelining fetching tomorrow's data while the application processes today's to hide I/O latency. + +However, a cloud object store operates in a fundamentally different physical environment than a local NVMe drive. We made some architectural changes to adapt the kernel's philosophy for Google Cloud Storage: + +* **Base Operational Unit:** The Linux kernel is fundamentally tied to the hardware's virtual memory system, operating on tiny, fixed 4KB pages. In contrast, cloud read workloads (like pandas or Parquet) request data in massive, variable sizes. Instead of operating on a fixed 4KB hardware constraint, our prefetcher treats the user's actual requested byte size (the "I/O Size," which could be 100MB) as the fundamental block size for all background operations. We implemented a ``RunningAverageTracker`` that continuously monitors the size of the user's recent read requests and dynamically scales the prefetch window to match their actual behavior. +* **Trigger Mechanisms:** Because the kernel operates on small chunks, it can afford to wait. It can comfortably let the application consume several 64KB chunks before asynchronously triggering the next fetch, because reading those few chunks takes microseconds. However, because our base block size is massive, we cannot afford to wait. Waiting for multiple 100MB chunks to process before initiating the next network call would stall the application waiting on TCP/TLS handshakes. Therefore, we trigger prefetching immediately upon the consumption of the first block. As soon as the consumer pulls that first block, the background producer evaluates the buffer and proactively pushes the next chunk requests to ensure the pipeline never runs dry. + +* **Scaling Strategy (Linear vs. Exponential):** The Linux kernel typically ramps its prefetch window by aggressively doubling it (e.g., 2x, 4x). While this works flawlessly for local NVMe hardware where fetching from disk is incredibly fast and the penalty for over-fetching is practically zero, we explicitly abandoned exponential doubling for the cloud. In cloud object storage, fetching data across the internet is inherently slow, and network bandwidth is finite and expensive. If an exponential strategy blindly doubles a massive 50MB base request and pulls 100MB of unused data across the network before the application halts, that waste isn't just discarded RAM, it is wasted API calls, inflated cloud egress costs, and consumed network bandwidth. Furthermore, dedicating maximum HTTP concurrency to aggressively download unproven data turns the prefetcher into a "noisy neighbor," saturating the network interface and starving the core application of bandwidth it might need for other critical operations. To strictly control both fetch costs and network noise, our system scales linearly using a simple multiplier (``sequential_streak * io_size``). This provides exactly enough background concurrency to effectively hide network latency without recklessly queuing up massive, expensive network requests that might ultimately be thrown away. + +* **Network Multiplexing vs. Hardware Queues:** The Linux kernel breaks a readahead window into physical memory pages (e.g., 4KB) and pushes them down to the block layer, ultimately relying on the physical hardware controller's queues (like NVMe multi-queue) to execute the I/O in parallel. In the cloud, there is no hardware controller to manage our parallelism, and a single HTTP stream is heavily bandwidth-capped. To saturate the network, the prefetcher must manufacture its own parallelism in software. Our ``PrefetchProducer`` dynamically calculates a ``split_factor`` to multiplex the prefetch window into several concurrent HTTP Range requests. By orchestrating these independent network streams directly within the Python ``asyncio`` event loop, the prefetcher actively brute-forces the bandwidth ceiling that would otherwise choke a single HTTP connection. + +How the Prefetching Components Work +----------------------------------- + +The prefetching system is broken down into four distinct, decoupled components. + + +1. RunningAverageTracker (The Brain) +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +This class tracks the sizes of the user's recent read requests using a sliding window (a deque of the last 10 reads). It calculates a rolling average of how much data the user typically asks for at a time. This average dictates the "I/O size" and tells the system how aggressively it should scale the prefetching window ensuring we don't fetch 100MB of data if the user is only reading 5KB at a time. + +1. PrefetchProducer (The Network Worker) +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +The producer is a background asyncio task responsible for calculating network strategy and communicating with GCS. It is designed to maximize bandwidth saturation while preventing memory bloat. + +* **Adaptive Ramping:** It calculates the ``prefetch_size`` by multiplying the current I/O size by the user's sequential_streak (up to a calculated `max_prefetch_size`, defaulting to `min(256MB, max(2*io_size, 128MB)`). As the user proves they are reading sequentially, the producer fetches further ahead, otherwise would not prefetch anything. + +* **Pipeline Throttling:** It pushes the resulting ``asyncio.Task`` promises into a shared queue. If the prefetch window is full (the distance between the user's offset and the producer's offset exceeds the calculated limit), the producer yields and goes to sleep, waking only when the consumer signals it needs more data. + +* **Graceful Teardown:** When stopped, it safely iterates through all active network tasks, cancels them, and flushes the queue of unconsumed promises to guarantee zero memory leaks or dangling sockets. + +3. PrefetchConsumer (The Consumer) +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +The consumer lives closer to the user application. It is responsible for assembling the asynchronous chunks and serving exact byte requests to the user while keeping Python's Global Interpreter Lock (GIL) free. + +* **GIL-Bypassing Memory Slices:** Native Python byte slicing (``buffer[start:end]``) on massive strings binds the GIL, blocking the entire application. To solve this, when the user requests data, the consumer delegates the byte extraction to ``_fast_slice`` via ``asyncio.to_thread``. This utilizes a C-level ``ctypes.memmove`` to slice the bytes in a background thread, completely bypassing the GIL and allowing the async event loop to keep fetching. + +* **Proactive Wakeups:** The consumer monitors the ``sequential_streak``. As soon as the streak hits 2 (confirming a sequential read pattern), it preemptively triggers the wakeup_event for the producer, ensuring the network pipeline stays hot before the local buffer is actually empty. + +* **Queue Management & Error Bubbling:** It awaits tasks from the shared queue. If a producer task encounters an exception (e.g., a GCS timeout or dropped connection), the consumer catches the injected exception from the queue, triggers an ``on_error`` callback, and cleanly aborts to prevent the user application from hanging. + +4. BackgroundPrefetcher (The Orchestrator) +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +This is the main public interface that ties everything together. It coordinates the producer and consumer, routes read requests, tracks user history, and provides thread-safe boundaries for synchronous Python code. + +- **Thread-Safe Synchronous Bridging:** Because users often interact with gcsfs in a synchronous context (e.g., pandas.read_csv), the `_fetch` method uses a `threading.Lock()` and `fsspec.asyn.sync()` to safely pull data from the background asynchronous event loop into the main thread without race conditions. + +- **Smart Seek Routing:** It intercepts every read request to determine the most efficient network action: + + - Soft Seek: If the user skips forward a small amount within the already-downloaded background buffer, the prefetcher simply advances the consumer's pointer (consumer.skip()). It instantly returns without dropping the network connections. + + - Hard Seek: If the user jumps entirely outside the downloaded buffer, the prefetcher resets the `RunningAverageTracker`, clears the buffers, halts the active producer tasks, and restarts the entire network stream at the new byte offset. + +- **Global Error State:** If any background task fails, the prefetcher enters a strict `_error` state. Subsequent attempts to read immediately raise the trapped exception, preventing the orchestrator from deadlocking while waiting for a network task that has already died. + +Interaction with GCSFile +------------------------ + +The prefetcher is seamlessly integrated into the ``GCSFile`` and ``GCSFileSystem`` object and replaces the standard sequential fetching mechanism when enabled. + +Enabling the Feature +~~~~~~~~~~~~~~~~~~~~ +To use this new architecture, set the following environment variables: + +.. code-block:: bash + + export DEFAULT_GCSFS_CONCURRENCY=4 + export USE_EXPERIMENTAL_ADAPTIVE_PREFETCHING='true' + +Under the Hood Lifecycle +~~~~~~~~~~~~~~~~~~~~~~~~ + +* During ``GCSFile.__init__``, if the feature is enabled, a ``BackgroundPrefetcher`` instance is created and attached to ``self._prefetch_engine``. We map ``GCSFile._async_fetch_range`` directly to the prefetcher. +* When the user calls ``file.read(size)``, it internally calls ``GCSFile._fetch_range``. +* Instead of following the standard path, or making call directly, it delegates the request to ``self._prefetch_engine._fetch(start, end)``. +* The prefetcher immediately hands back the requested bytes from its local queue while the producer continues to pull the next chunks from GCS in the background. +* When the file is closed via ``file.close()``, it triggers ``_prefetch_engine.close()``, which safely cancels all pending network tasks, clears the memory buffers, and shuts down the background loops to prevent memory leaks. + + +Benchmarking +------------------------------------- +Single Stream Performance (1 Process) +------------------------------------- +TO BE ADDED + + +Multi Stream Performance (48 Process) +-------------------------------------- +TO BE ADDED diff --git a/gcsfs/core.py b/gcsfs/core.py index 5ed147b21..006f71f43 100644 --- a/gcsfs/core.py +++ b/gcsfs/core.py @@ -1235,6 +1235,9 @@ async def _cat_file( path, start=start, end=end, concurrency=concurrency, **kwargs ) + # While we could just call _cat_file_concurrent(concurrency=1), we are choosing + # to keep it separate because concurrency code path is still in an experimental phase. + # Once concurrency code path is stabilized, we can remove this if-else condition. return await self._cat_file_sequential(path, start=start, end=end, **kwargs) async def _getxattr(self, path, attr): @@ -2084,17 +2087,14 @@ def __init__( use_prefetch_reader = kwargs.get( "use_experimental_adaptive_prefetching", False ) or os.environ.get( - "use_experimental_adaptive_prefetching", "false" + "USE_EXPERIMENTAL_ADAPTIVE_PREFETCHING", "false" ).lower() in ( "true", "1", - "t", - "y", - "yes", ) self.concurrency = kwargs.get("concurrency", DEFAULT_CONCURRENCY) - if use_prefetch_reader: + if "r" in mode and use_prefetch_reader: max_prefetch_size = kwargs.get("max_prefetch_size", None) from .prefetcher import BackgroundPrefetcher diff --git a/gcsfs/prefetcher.py b/gcsfs/prefetcher.py index 74617d968..8071a9b61 100644 --- a/gcsfs/prefetcher.py +++ b/gcsfs/prefetcher.py @@ -52,7 +52,9 @@ def add(self, value: int): value (int): The integer value to add to the history. """ if value <= 0: - return + raise ValueError( + "Internal error, RunningAverageTracker tried inserting negative value" + ) if len(self._history) == self._history.maxlen: self._sum -= self._history[0] @@ -163,7 +165,7 @@ def start(self): This clears any previous wakeup events and spawns the main loop task. """ - logger.info("Starting PrefetchProducer loop.") + logger.debug("Starting PrefetchProducer loop.") self.is_stopped = False self.wakeup_event.clear() self._producer_task = asyncio.create_task(self._loop()) @@ -174,7 +176,7 @@ async def stop(self): This method ensures the queue is flushed and waits for cancelled tasks to finish cleaning up. """ - logger.info( + logger.debug( "Stopping PrefetchProducer. Active fetch tasks: %d", len(self._active_tasks) ) self.is_stopped = True @@ -223,7 +225,7 @@ async def restart(self, new_offset: int): Args: new_offset (int): The new byte position to start prefetching from. """ - logger.info("Restarting PrefetchProducer at new offset: %d", new_offset) + logger.debug("Restarting PrefetchProducer at new offset: %d", new_offset) await self.stop() self.current_offset = new_offset self.start() @@ -284,7 +286,7 @@ async def _loop(self): self.concurrency, max( 1, - actual_size * self.concurrency // (prefetch_size or 1), + actual_size * self.concurrency // prefetch_size, ), ) @@ -358,7 +360,7 @@ def seek(self, new_offset: int): Args: new_offset (int): The byte position the consumer is jumping to. """ - logger.info( + logger.debug( "Consumer executing hard seek to offset %d. Clearing internal buffer.", new_offset, ) @@ -495,7 +497,7 @@ def __init__(self, fetcher, size: int, concurrency: int, max_prefetch_size=None) Raises: ValueError: If max_prefetch_size is provided but is not a positive integer. """ - logger.info( + logger.debug( "Starting BackgroundPrefetcher. Size: %d, Concurrency: %d, Max Prefetch: %s", size, concurrency, @@ -577,7 +579,7 @@ async def _async_fetch(self, start, end): if start != self.user_offset: if self.user_offset < start <= self.producer.current_offset: - logger.info( + logger.debug( "Soft seek detected. Skipping ahead from %d to %d.", self.user_offset, start, @@ -586,7 +588,7 @@ async def _async_fetch(self, start, end): await self.consumer.skip(skip_amount) self.user_offset = start else: - logger.info( + logger.debug( "Hard seek detected. Moving user offset from %d to %d.", self.user_offset, start, @@ -662,7 +664,7 @@ def close(self): This cancels all background network tasks and blocks until everything is completely cleaned up. It also clears the internal consumer buffer. """ - logger.info("Closing BackgroundPrefetcher and cleaning up resources.") + logger.debug("Closing BackgroundPrefetcher and cleaning up resources.") if self.is_stopped: logger.debug( "BackgroundPrefetcher is already stopped. Skipping close operation." @@ -673,4 +675,4 @@ def close(self): with self._lock: fsspec.asyn.sync(self.loop, self.producer.stop) self.consumer.clear_buffer() - logger.info("BackgroundPrefetcher closed successfully.") + logger.debug("BackgroundPrefetcher closed successfully.") diff --git a/gcsfs/zb_hns_utils.py b/gcsfs/zb_hns_utils.py index 768a68fcb..5f0f0ef7f 100644 --- a/gcsfs/zb_hns_utils.py +++ b/gcsfs/zb_hns_utils.py @@ -1,4 +1,5 @@ import logging +import os from io import BytesIO from google.api_core.exceptions import NotFound @@ -11,7 +12,7 @@ ) MRD_MAX_RANGES = 1000 # MRD supports up to 1000 ranges per request -DEFAULT_CONCURRENCY = 4 +DEFAULT_CONCURRENCY = int(os.environ.get("DEFAULT_GCSFS_CONCURRENCY", "1")) logger = logging.getLogger("gcsfs") From a5aa3857809765be9713a27a284fb85cd24df3de Mon Sep 17 00:00:00 2001 From: Margubur rahman Date: Thu, 2 Apr 2026 14:34:11 +0000 Subject: [PATCH 3/7] add numbers and add a max_prefetching_size --- docs/source/_static/component.png | 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From 242279ae413495b855931194a3a30053b91de199 Mon Sep 17 00:00:00 2001 From: Margubur rahman Date: Fri, 10 Apr 2026 05:34:54 +0000 Subject: [PATCH 7/7] update documentation and add comments --- docs/source/prefetcher.rst | 14 ++++++++++++++ gcsfs/core.py | 2 +- gcsfs/prefetcher.py | 2 ++ 3 files changed, 17 insertions(+), 1 deletion(-) diff --git a/docs/source/prefetcher.rst b/docs/source/prefetcher.rst index 05a668ca6..bec545285 100644 --- a/docs/source/prefetcher.rst +++ b/docs/source/prefetcher.rst @@ -2,6 +2,20 @@ GCSFS Adaptive Concurrent Prefetching: Architecture & Usage Guide ================================================================= +This feature is entirely experimental! To activate, you need to pass the environment variable +`USE_EXPERIMENTAL_ADAPTIVE_PREFETCHING='true'` and `DEFAULT_GCSFS_CONCURRENCY`=4. As currently written, this implementation is +separate from the fsspec-style caching layer, but the intent is to eventually make this available to all +asynchronous filesystems using the standard `cache_type=` argument. How it interacts with the +existing cache types ("readahead", "first", etc.) remains to be decided, and in the meantime, use at your own risk. +We intend to develop more sophisticated caching strategies, perhaps specialised to file types. + +Additional caveats: +- the bytes slicing/copying code uses low level (`ctypes`) calls and offloads to a dedicated thread for +performance. We intend to upstream some version of this to CPython, either in the slicing of `bytes.join()` +code, but in the meantime we are using this ad-hoc implementation. More work on zero-copy methods on bytes buffers is expected. +- the concurrent fetching code in `_cat_file_concurrent` is expected to be eventually upstreamed to the +google SDKs, since low-level connection management should be the concern of the communication layer. + Introduction to Prefetching in GCSFS ==================================== diff --git a/gcsfs/core.py b/gcsfs/core.py index 78479aa3b..37057cf1d 100644 --- a/gcsfs/core.py +++ b/gcsfs/core.py @@ -2310,9 +2310,9 @@ async def _async_fetch_range(self, start_offset, total_size, split_factor=1): ) def close(self): + super().close() if hasattr(self, "_prefetch_engine") and self._prefetch_engine: self._prefetch_engine.close() - super().close() def _convert_fixed_key_metadata(metadata, *, from_google=False): diff --git a/gcsfs/prefetcher.py b/gcsfs/prefetcher.py index 494bb125f..840cec63b 100644 --- a/gcsfs/prefetcher.py +++ b/gcsfs/prefetcher.py @@ -17,6 +17,8 @@ PyBytes_AsString.argtypes = [ctypes.py_object] +# Please refer to following discussion to understand why this is required at this point +# Discussion = https://github.com/fsspec/gcsfs/pull/795#discussion_r3032749881 def _fast_slice(src_bytes, offset, read_size): if read_size == 0: return b""

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RunningAverageTracker (The Brain) ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -69,6 +70,13 @@ This is the main public interface that ties everything together. It coordinates - **Global Error State:** If any background task fails, the prefetcher enters a strict `_error` state. Subsequent attempts to read immediately raise the trapped exception, preventing the orchestrator from deadlocking while waiting for a network task that has already died. +5. Flow +~~~~~~~~~ +Here is the visual how these components interact with each other: + +.. image:: _static/flow.png + + Interaction with GCSFile ------------------------ @@ -97,9 +105,44 @@ Benchmarking ------------------------------------- Single Stream Performance (1 Process) ------------------------------------- -TO BE ADDED - ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| Pattern | IO Size (MB) | Default (MB/s) | Concur. (MB/s) | Prefetch+Concur. (MB/s) | Default Mem (MB) | Concur. Mem (MB) | Prefetch+Concur Mem (MB) | ++=========+==============+=================+=================+==========================+==================+==================+==========================+ +| seq | 0.06 | 1.66 | 1.69 | 208.14 | 150.07 | 150.24 | 244.43 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| seq | 1.00 | 23.69 | 23.43 | 658.71 | 150.33 | 150.49 | 544.21 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| seq | 16.00 | 156.36 | 219.48 | 736.58 | 174.31 | 209.91 | 622.55 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| seq | 100.00 | 205.48 | 416.17 | 507.18 | 415.75 | 520.14 | 752.66 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| rand | 0.06 | 1.38 | 1.31 | 1.36 | 151.05 | 151.03 | 151.00 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| rand | 1.00 | 18.01 | 19.49 | 18.84 | 151.50 | 151.23 | 151.03 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| rand | 16.00 | 142.53 | 164.97 | 173.44 | 175.44 | 195.93 | 192.45 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| rand | 100.00 | 201.72 | 394.35 | 399.80 | 423.78 | 534.98 | 545.19 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ Multi Stream Performance (48 Process) -------------------------------------- -TO BE ADDED ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| Pattern | IO Size (MB) | Default (MB/s) | Concur. (MB/s) | Prefetch+Concur. (MB/s) | Default Mem (MB) | Concur. Mem (MB) | Prefetch+Concur Mem (MB) | ++=========+==============+=================+=================+==========================+==================+==================+==========================+ +| seq | 0.06 | 103.06 | 100.12 | 6427.04 | 6395.91 | 6566.95 | 10260.48 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| seq | 1.00 | 1493.46 | 1457.01 | 14751.12 | 6549.40 | 6381.80 | 19975.98 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| seq | 16.00 | 7321.71 | 10604.33 | 17088.18 | 7596.40 | 8600.75 | 23418.01 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| seq | 100.00 | 8427.14 | 13033.72 | 15004.08 | 14987.33 | 18409.79 | 23167.73 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| rand | 0.06 | 94.47 | 91.70 | 92.79 | 6418.76 | 6397.77 | 6617.16 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| rand | 1.00 | 1233.89 | 1248.04 | 1269.04 | 6358.52 | 6438.66 | 6525.85 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| rand | 16.00 | 6216.86 | 9286.27 | 9374.38 | 7625.34 | 8519.78 | 8627.13 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| rand | 100.00 | 8932.10 | 12550.82 | 12968.84 | 15041.77 | 18421.29 | 18508.52 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ \ No newline at end of file diff --git a/gcsfs/core.py b/gcsfs/core.py index 006f71f43..a712f3051 100644 --- a/gcsfs/core.py +++ b/gcsfs/core.py @@ -30,7 +30,7 @@ from .credentials import GoogleCredentials from .inventory_report import InventoryReport from .retry import errs, retry_request, validate_response -from .zb_hns_utils import DEFAULT_CONCURRENCY +from .zb_hns_utils import DEFAULT_CONCURRENCY, MAX_PREFETCH_SIZE logger = logging.getLogger("gcsfs") @@ -2095,7 +2095,7 @@ def __init__( self.concurrency = kwargs.get("concurrency", DEFAULT_CONCURRENCY) if "r" in mode and use_prefetch_reader: - max_prefetch_size = kwargs.get("max_prefetch_size", None) + max_prefetch_size = kwargs.get("max_prefetch_size", MAX_PREFETCH_SIZE) from .prefetcher import BackgroundPrefetcher self._prefetch_engine = BackgroundPrefetcher( diff --git a/gcsfs/prefetcher.py b/gcsfs/prefetcher.py index 8071a9b61..111901a9a 100644 --- a/gcsfs/prefetcher.py +++ b/gcsfs/prefetcher.py @@ -157,7 +157,10 @@ def max_prefetch_size(self) -> int: int: The maximum number of bytes to prefetch ahead. """ if self._user_max_prefetch_size is not None: - return self._user_max_prefetch_size + return min( + self._user_max_prefetch_size, + max(2 * self.get_io_size(), self.MIN_PREFETCH_SIZE), + ) return max(2 * self.get_io_size(), self.MIN_PREFETCH_SIZE) def start(self): @@ -263,12 +266,6 @@ async def _loop(self): self.current_offset - user_offset ) - if ( - space_remaining >= io_size - and prefetch_space_available < io_size - ): - break - if prefetch_size >= self.MIN_CHUNK_SIZE: if prefetch_space_available >= self.MIN_CHUNK_SIZE: actual_size = min( diff --git a/gcsfs/tests/test_prefetcher.py b/gcsfs/tests/test_prefetcher.py index 48aa7f6e6..e0dc8e859 100644 --- a/gcsfs/tests/test_prefetcher.py +++ b/gcsfs/tests/test_prefetcher.py @@ -404,26 +404,6 @@ async def fake_async_fetch(start, end): bp.close() -def test_producer_space_remaining_break_exact(): - fetcher = MockFetcher(b"X" * 1000) - bp = BackgroundPrefetcher( - fetcher=fetcher, size=1000, concurrency=4, max_prefetch_size=150 - ) - bp.read_tracker.add(100) - - async def trigger_loop(): - bp.producer.current_offset = 100 - bp.consumer.offset = 0 - bp.consumer.sequential_streak = 5 - - bp.wakeup_event.set() - await asyncio.sleep(0.05) - - fsspec.asyn.sync(bp.loop, trigger_loop) - assert fetcher.call_count == 0 - bp.close() - - def test_async_fetch_not_block_break(): bp = BackgroundPrefetcher(fetcher=MockFetcher(b""), size=100, concurrency=4) diff --git a/gcsfs/zb_hns_utils.py b/gcsfs/zb_hns_utils.py index 5f0f0ef7f..30f1c2c17 100644 --- a/gcsfs/zb_hns_utils.py +++ b/gcsfs/zb_hns_utils.py @@ -13,6 +13,7 @@ MRD_MAX_RANGES = 1000 # MRD supports up to 1000 ranges per request DEFAULT_CONCURRENCY = int(os.environ.get("DEFAULT_GCSFS_CONCURRENCY", "1")) +MAX_PREFETCH_SIZE = 256 * 1024 * 1024 logger = logging.getLogger("gcsfs") From 4d8f3ee17fbf7f1fa86b16f27ef4693642811ddd Mon Sep 17 00:00:00 2001 From: Margubur rahman Date: Fri, 3 Apr 2026 03:10:59 +0000 Subject: [PATCH 4/7] Add readahead benchmarking numbers --- docs/source/prefetcher.rst | 53 ++++++++++++++++++++++++++++++++++++-- 1 file changed, 51 insertions(+), 2 deletions(-) diff --git a/docs/source/prefetcher.rst b/docs/source/prefetcher.rst index 84430ed69..150052394 100644 --- a/docs/source/prefetcher.rst +++ b/docs/source/prefetcher.rst @@ -91,6 +91,10 @@ To use this new architecture, set the following environment variables: export DEFAULT_GCSFS_CONCURRENCY=4 export USE_EXPERIMENTAL_ADAPTIVE_PREFETCHING='true' + +We recommend setting cache_type="none" to get the best results from this prefetch logic. The engine is smart enough to avoid prefetching if your workloads +are completely random. Other cache types create unnecessary copies that can slow down your performance. + Under the Hood Lifecycle ~~~~~~~~~~~~~~~~~~~~~~~~ @@ -101,7 +105,7 @@ Under the Hood Lifecycle * When the file is closed via ``file.close()``, it triggers ``_prefetch_engine.close()``, which safely cancels all pending network tasks, clears the memory buffers, and shuts down the background loops to prevent memory leaks. -Benchmarking +Benchmarking with No Cache ------------------------------------- Single Stream Performance (1 Process) ------------------------------------- @@ -145,4 +149,49 @@ Multi Stream Performance (48 Process) | rand | 16.00 | 6216.86 | 9286.27 | 9374.38 | 7625.34 | 8519.78 | 8627.13 | +---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ | rand | 100.00 | 8932.10 | 12550.82 | 12968.84 | 15041.77 | 18421.29 | 18508.52 | -+---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ \ No newline at end of file ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ + +Benchmarking with ReadAhead Cache +------------------------------------- +Single Stream Performance (1 Process) +------------------------------------- ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| Pattern | IO Size (MB) | Default (MB/s) | Concur. (MB/s) | Prefetch+Concur. (MB/s) | Default Mem (MB) | Concur. Mem (MB) | Prefetch+Concur Mem (MB) | ++=========+==============+=================+=================+==========================+==================+==================+==========================+ +| seq | 0.06 | 78.16 | 86.38 | 523.89 | 150.64 | 150.61 | 611.31 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| seq | 1.00 | 100.23 | 109.25 | 758.56 | 150.46 | 150.50 | 578.07 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| seq | 16.00 | 139.03 | 187.91 | 586.25 | 214.49 | 227.27 | 622.75 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| seq | 100.00 | 190.21 | 337.83 | 177.71 | 600.24 | 634.02 | 799.69 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| rand | 0.06 | 0.91 | 0.86 | 0.93 | 151.07 | 151.23 | 150.81 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| rand | 1.00 | 13.76 | 15.27 | 16.12 | 150.89 | 150.59 | 151.14 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| rand | 16.00 | 115.72 | 168.69 | 166.08 | 225.39 | 244.38 | 249.50 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| rand | 100.00 | 201.14 | 353.14 | 344.58 | 532.25 | 640.24 | 646.37 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +Multi Stream Performance (48 Process) +-------------------------------------- ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| Pattern | IO Size (MB) | Default (MB/s) | Concur. (MB/s) | Prefetch+Concur. (MB/s) | Default Mem (MB) | Concur. Mem (MB) | Prefetch+Concur Mem (MB) | ++=========+==============+=================+=================+==========================+==================+==================+==========================+ +| seq | 0.06 | 3714.63 | 4836.03 | 13159.98 | 6473.32 | 6451.69 | 23453.56 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| seq | 1.00 | 5181.51 | 5938.07 | 13595.90 | 6558.29 | 6464.87 | 23465.71 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| seq | 16.00 | 6364.01 | 8241.61 | 8685.56 | 9603.04 | 10482.20 | 26589.36 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| seq | 100.00 | 7933.12 | 9073.42 | 6559.75 | 21102.71 | 24100.92 | 34867.50 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| rand | 0.06 | 49.31 | 50.49 | 55.03 | 6470.39 | 6403.98 | 6513.27 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| rand | 1.00 | 753.51 | 796.78 | 891.93 | 6379.23 | 6519.89 | 6293.09 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| rand | 16.00 | 5864.85 | 7647.61 | 7868.37 | 10027.41 | 11680.56 | 11808.40 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ +| rand | 100.00 | 8276.16 | 10171.59 | 10172.54 | 20621.17 | 23598.05 | 24086.18 | ++---------+--------------+-----------------+-----------------+--------------------------+------------------+------------------+--------------------------+ From 64ffc3f0adaf6afd8db1a6fd041232a6c6f16f44 Mon Sep 17 00:00:00 2001 From: Margubur rahman Date: Fri, 3 Apr 2026 03:52:42 +0000 Subject: [PATCH 5/7] lint fixes --- gcsfs/tests/test_core.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/gcsfs/tests/test_core.py b/gcsfs/tests/test_core.py index 26d948c4b..e92c4f2f6 100644 --- a/gcsfs/tests/test_core.py +++ b/gcsfs/tests/test_core.py @@ -2352,6 +2352,8 @@ def test_gcsfile_not_satisfiable_range(gcs): with gcs.open(fn, "rb", use_experimental_adaptive_prefetching=True) as f: res = f._fetch_range(100, 200) assert res == b"" + + def test_tree(gcs): unique_id = uuid.uuid4().hex base_dir = f"{TEST_BUCKET}/test_tree_regional_{unique_id}" From 298e0a41d5ee402cbbb6c901c726b58a6126c917 Mon Sep 17 00:00:00 2001 From: Margubur rahman Date: Tue, 7 Apr 2026 05:33:43 +0000 Subject: [PATCH 6/7] 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