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| """Abstractions over S3's upload/download operations. |
| |
| This module provides high level abstractions for efficient |
| uploads/downloads. It handles several things for the user: |
| |
| * Automatically switching to multipart transfers when |
| a file is over a specific size threshold |
| * Uploading/downloading a file in parallel |
| * Progress callbacks to monitor transfers |
| * Retries. While botocore handles retries for streaming uploads, |
| it is not possible for it to handle retries for streaming |
| downloads. This module handles retries for both cases so |
| you don't need to implement any retry logic yourself. |
| |
| This module has a reasonable set of defaults. It also allows you |
| to configure many aspects of the transfer process including: |
| |
| * Multipart threshold size |
| * Max parallel downloads |
| * Socket timeouts |
| * Retry amounts |
| |
| There is no support for s3->s3 multipart copies at this |
| time. |
| |
| |
| .. _ref_s3transfer_usage: |
| |
| Usage |
| ===== |
| |
| The simplest way to use this module is: |
| |
| .. code-block:: python |
| |
| client = boto3.client('s3', 'us-west-2') |
| transfer = S3Transfer(client) |
| # Upload /tmp/myfile to s3://bucket/key |
| transfer.upload_file('/tmp/myfile', 'bucket', 'key') |
| |
| # Download s3://bucket/key to /tmp/myfile |
| transfer.download_file('bucket', 'key', '/tmp/myfile') |
| |
| The ``upload_file`` and ``download_file`` methods also accept |
| ``**kwargs``, which will be forwarded through to the corresponding |
| client operation. Here are a few examples using ``upload_file``:: |
| |
| # Making the object public |
| transfer.upload_file('/tmp/myfile', 'bucket', 'key', |
| extra_args={'ACL': 'public-read'}) |
| |
| # Setting metadata |
| transfer.upload_file('/tmp/myfile', 'bucket', 'key', |
| extra_args={'Metadata': {'a': 'b', 'c': 'd'}}) |
| |
| # Setting content type |
| transfer.upload_file('/tmp/myfile.json', 'bucket', 'key', |
| extra_args={'ContentType': "application/json"}) |
| |
| |
| The ``S3Transfer`` class also supports progress callbacks so you can |
| provide transfer progress to users. Both the ``upload_file`` and |
| ``download_file`` methods take an optional ``callback`` parameter. |
| Here's an example of how to print a simple progress percentage |
| to the user: |
| |
| .. code-block:: python |
| |
| class ProgressPercentage(object): |
| def __init__(self, filename): |
| self._filename = filename |
| self._size = float(os.path.getsize(filename)) |
| self._seen_so_far = 0 |
| self._lock = threading.Lock() |
| |
| def __call__(self, bytes_amount): |
| # To simplify we'll assume this is hooked up |
| # to a single filename. |
| with self._lock: |
| self._seen_so_far += bytes_amount |
| percentage = (self._seen_so_far / self._size) * 100 |
| sys.stdout.write( |
| "\r%s %s / %s (%.2f%%)" % ( |
| self._filename, self._seen_so_far, self._size, |
| percentage)) |
| sys.stdout.flush() |
| |
| |
| transfer = S3Transfer(boto3.client('s3', 'us-west-2')) |
| # Upload /tmp/myfile to s3://bucket/key and print upload progress. |
| transfer.upload_file('/tmp/myfile', 'bucket', 'key', |
| callback=ProgressPercentage('/tmp/myfile')) |
| |
| |
| |
| You can also provide a TransferConfig object to the S3Transfer |
| object that gives you more fine grained control over the |
| transfer. For example: |
| |
| .. code-block:: python |
| |
| client = boto3.client('s3', 'us-west-2') |
| config = TransferConfig( |
| multipart_threshold=8 * 1024 * 1024, |
| max_concurrency=10, |
| num_download_attempts=10, |
| ) |
| transfer = S3Transfer(client, config) |
| transfer.upload_file('/tmp/foo', 'bucket', 'key') |
| |
| |
| """ |
| import logging |
| import threading |
| from os import PathLike, fspath, getpid |
|
|
| from botocore.compat import HAS_CRT |
| from botocore.exceptions import ClientError |
| from s3transfer.exceptions import ( |
| RetriesExceededError as S3TransferRetriesExceededError, |
| ) |
| from s3transfer.futures import NonThreadedExecutor |
| from s3transfer.manager import TransferConfig as S3TransferConfig |
| from s3transfer.manager import TransferManager |
| from s3transfer.subscribers import BaseSubscriber |
| from s3transfer.utils import OSUtils |
|
|
| import boto3.s3.constants as constants |
| from boto3.exceptions import RetriesExceededError, S3UploadFailedError |
|
|
| if HAS_CRT: |
| import awscrt.s3 |
|
|
| from boto3.crt import create_crt_transfer_manager |
|
|
| KB = 1024 |
| MB = KB * KB |
|
|
| logger = logging.getLogger(__name__) |
|
|
|
|
| def create_transfer_manager(client, config, osutil=None): |
| """Creates a transfer manager based on configuration |
| |
| :type client: boto3.client |
| :param client: The S3 client to use |
| |
| :type config: boto3.s3.transfer.TransferConfig |
| :param config: The transfer config to use |
| |
| :type osutil: s3transfer.utils.OSUtils |
| :param osutil: The os utility to use |
| |
| :rtype: s3transfer.manager.TransferManager |
| :returns: A transfer manager based on parameters provided |
| """ |
| if _should_use_crt(config): |
| crt_transfer_manager = create_crt_transfer_manager(client, config) |
| if crt_transfer_manager is not None: |
| logger.debug( |
| f"Using CRT client. pid: {getpid()}, thread: {threading.get_ident()}" |
| ) |
| return crt_transfer_manager |
|
|
| |
| logger.debug( |
| f"Using default client. pid: {getpid()}, thread: {threading.get_ident()}" |
| ) |
| return _create_default_transfer_manager(client, config, osutil) |
|
|
|
|
| def _should_use_crt(config): |
| |
| if HAS_CRT and has_minimum_crt_version((0, 19, 17)): |
| is_optimized_instance = awscrt.s3.is_optimized_for_system() |
| else: |
| is_optimized_instance = False |
| pref_transfer_client = config.preferred_transfer_client.lower() |
|
|
| if ( |
| is_optimized_instance |
| and pref_transfer_client == constants.AUTO_RESOLVE_TRANSFER_CLIENT |
| ): |
| logger.debug( |
| "Attempting to use CRTTransferManager. Config settings may be ignored." |
| ) |
| return True |
|
|
| logger.debug( |
| "Opting out of CRT Transfer Manager. Preferred client: " |
| f"{pref_transfer_client}, CRT available: {HAS_CRT}, " |
| f"Instance Optimized: {is_optimized_instance}." |
| ) |
| return False |
|
|
|
|
| def has_minimum_crt_version(minimum_version): |
| """Not intended for use outside boto3.""" |
| if not HAS_CRT: |
| return False |
|
|
| crt_version_str = awscrt.__version__ |
| try: |
| crt_version_ints = map(int, crt_version_str.split(".")) |
| crt_version_tuple = tuple(crt_version_ints) |
| except (TypeError, ValueError): |
| return False |
|
|
| return crt_version_tuple >= minimum_version |
|
|
|
|
| def _create_default_transfer_manager(client, config, osutil): |
| """Create the default TransferManager implementation for s3transfer.""" |
| executor_cls = None |
| if not config.use_threads: |
| executor_cls = NonThreadedExecutor |
| return TransferManager(client, config, osutil, executor_cls) |
|
|
|
|
| class TransferConfig(S3TransferConfig): |
| ALIAS = { |
| 'max_concurrency': 'max_request_concurrency', |
| 'max_io_queue': 'max_io_queue_size', |
| } |
|
|
| def __init__( |
| self, |
| multipart_threshold=8 * MB, |
| max_concurrency=10, |
| multipart_chunksize=8 * MB, |
| num_download_attempts=5, |
| max_io_queue=100, |
| io_chunksize=256 * KB, |
| use_threads=True, |
| max_bandwidth=None, |
| preferred_transfer_client=constants.AUTO_RESOLVE_TRANSFER_CLIENT, |
| ): |
| """Configuration object for managed S3 transfers |
| |
| :param multipart_threshold: The transfer size threshold for which |
| multipart uploads, downloads, and copies will automatically be |
| triggered. |
| |
| :param max_concurrency: The maximum number of threads that will be |
| making requests to perform a transfer. If ``use_threads`` is |
| set to ``False``, the value provided is ignored as the transfer |
| will only ever use the main thread. |
| |
| :param multipart_chunksize: The partition size of each part for a |
| multipart transfer. |
| |
| :param num_download_attempts: The number of download attempts that |
| will be retried upon errors with downloading an object in S3. |
| Note that these retries account for errors that occur when |
| streaming down the data from s3 (i.e. socket errors and read |
| timeouts that occur after receiving an OK response from s3). |
| Other retryable exceptions such as throttling errors and 5xx |
| errors are already retried by botocore (this default is 5). This |
| does not take into account the number of exceptions retried by |
| botocore. |
| |
| :param max_io_queue: The maximum amount of read parts that can be |
| queued in memory to be written for a download. The size of each |
| of these read parts is at most the size of ``io_chunksize``. |
| |
| :param io_chunksize: The max size of each chunk in the io queue. |
| Currently, this is size used when ``read`` is called on the |
| downloaded stream as well. |
| |
| :param use_threads: If True, threads will be used when performing |
| S3 transfers. If False, no threads will be used in |
| performing transfers; all logic will be run in the main thread. |
| |
| :param max_bandwidth: The maximum bandwidth that will be consumed |
| in uploading and downloading file content. The value is an integer |
| in terms of bytes per second. |
| |
| :param preferred_transfer_client: String specifying preferred transfer |
| client for transfer operations. |
| |
| Current supported settings are: |
| * auto (default) - Use the CRTTransferManager when calls |
| are made with supported environment and settings. |
| * classic - Only use the origin S3TransferManager with |
| requests. Disables possible CRT upgrade on requests. |
| """ |
| super().__init__( |
| multipart_threshold=multipart_threshold, |
| max_request_concurrency=max_concurrency, |
| multipart_chunksize=multipart_chunksize, |
| num_download_attempts=num_download_attempts, |
| max_io_queue_size=max_io_queue, |
| io_chunksize=io_chunksize, |
| max_bandwidth=max_bandwidth, |
| ) |
| |
| |
| |
| for alias in self.ALIAS: |
| setattr(self, alias, getattr(self, self.ALIAS[alias])) |
| self.use_threads = use_threads |
| self.preferred_transfer_client = preferred_transfer_client |
|
|
| def __setattr__(self, name, value): |
| |
| |
| if name in self.ALIAS: |
| super().__setattr__(self.ALIAS[name], value) |
| |
| super().__setattr__(name, value) |
|
|
|
|
| class S3Transfer: |
| ALLOWED_DOWNLOAD_ARGS = TransferManager.ALLOWED_DOWNLOAD_ARGS |
| ALLOWED_UPLOAD_ARGS = TransferManager.ALLOWED_UPLOAD_ARGS |
|
|
| def __init__(self, client=None, config=None, osutil=None, manager=None): |
| if not client and not manager: |
| raise ValueError( |
| 'Either a boto3.Client or s3transfer.manager.TransferManager ' |
| 'must be provided' |
| ) |
| if manager and any([client, config, osutil]): |
| raise ValueError( |
| 'Manager cannot be provided with client, config, ' |
| 'nor osutil. These parameters are mutually exclusive.' |
| ) |
| if config is None: |
| config = TransferConfig() |
| if osutil is None: |
| osutil = OSUtils() |
| if manager: |
| self._manager = manager |
| else: |
| self._manager = create_transfer_manager(client, config, osutil) |
|
|
| def upload_file( |
| self, filename, bucket, key, callback=None, extra_args=None |
| ): |
| """Upload a file to an S3 object. |
| |
| Variants have also been injected into S3 client, Bucket and Object. |
| You don't have to use S3Transfer.upload_file() directly. |
| |
| .. seealso:: |
| :py:meth:`S3.Client.upload_file` |
| :py:meth:`S3.Client.upload_fileobj` |
| """ |
| if isinstance(filename, PathLike): |
| filename = fspath(filename) |
| if not isinstance(filename, str): |
| raise ValueError('Filename must be a string or a path-like object') |
|
|
| subscribers = self._get_subscribers(callback) |
| future = self._manager.upload( |
| filename, bucket, key, extra_args, subscribers |
| ) |
| try: |
| future.result() |
| |
| |
| |
| |
| except ClientError as e: |
| raise S3UploadFailedError( |
| "Failed to upload {} to {}: {}".format( |
| filename, '/'.join([bucket, key]), e |
| ) |
| ) |
|
|
| def download_file( |
| self, bucket, key, filename, extra_args=None, callback=None |
| ): |
| """Download an S3 object to a file. |
| |
| Variants have also been injected into S3 client, Bucket and Object. |
| You don't have to use S3Transfer.download_file() directly. |
| |
| .. seealso:: |
| :py:meth:`S3.Client.download_file` |
| :py:meth:`S3.Client.download_fileobj` |
| """ |
| if isinstance(filename, PathLike): |
| filename = fspath(filename) |
| if not isinstance(filename, str): |
| raise ValueError('Filename must be a string or a path-like object') |
|
|
| subscribers = self._get_subscribers(callback) |
| future = self._manager.download( |
| bucket, key, filename, extra_args, subscribers |
| ) |
| try: |
| future.result() |
| |
| |
| |
| |
| |
| except S3TransferRetriesExceededError as e: |
| raise RetriesExceededError(e.last_exception) |
|
|
| def _get_subscribers(self, callback): |
| if not callback: |
| return None |
| return [ProgressCallbackInvoker(callback)] |
|
|
| def __enter__(self): |
| return self |
|
|
| def __exit__(self, *args): |
| self._manager.__exit__(*args) |
|
|
|
|
| class ProgressCallbackInvoker(BaseSubscriber): |
| """A back-compat wrapper to invoke a provided callback via a subscriber |
| |
| :param callback: A callable that takes a single positional argument for |
| how many bytes were transferred. |
| """ |
|
|
| def __init__(self, callback): |
| self._callback = callback |
|
|
| def on_progress(self, bytes_transferred, **kwargs): |
| self._callback(bytes_transferred) |
|
|