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- from ..utils.exceptions import InvalidConfig, InvalidParams
- from .base import DataReader, DataWriter
- from ..io.s3 import S3Reader, S3Writer
- from ..utils.schemas import S3Config
- from ..utils.path_utils import parse_s3_range_params, parse_s3path, remove_non_official_s3_args
- class MultiS3Mixin:
- def __init__(self, default_prefix: str, s3_configs: list[S3Config]):
- """Initialized with multiple s3 configs.
- Args:
- default_prefix (str): the default prefix of the relative path. for example, {some_bucket}/{some_prefix} or {some_bucket}
- s3_configs (list[S3Config]): list of s3 configs, the bucket_name must be unique in the list.
- Raises:
- InvalidConfig: default bucket config not in s3_configs.
- InvalidConfig: bucket name not unique in s3_configs.
- InvalidConfig: default bucket must be provided.
- """
- if len(default_prefix) == 0:
- raise InvalidConfig('default_prefix must be provided')
- arr = default_prefix.strip('/').split('/')
- self.default_bucket = arr[0]
- self.default_prefix = '/'.join(arr[1:])
- found_default_bucket_config = False
- for conf in s3_configs:
- if conf.bucket_name == self.default_bucket:
- found_default_bucket_config = True
- break
- if not found_default_bucket_config:
- raise InvalidConfig(
- f'default_bucket: {self.default_bucket} config must be provided in s3_configs: {s3_configs}'
- )
- uniq_bucket = set([conf.bucket_name for conf in s3_configs])
- if len(uniq_bucket) != len(s3_configs):
- raise InvalidConfig(
- f'the bucket_name in s3_configs: {s3_configs} must be unique'
- )
- self.s3_configs = s3_configs
- self._s3_clients_h: dict = {}
- class MultiBucketS3DataReader(DataReader, MultiS3Mixin):
- def read(self, path: str) -> bytes:
- """Read the path from s3, select diffect bucket client for each request
- based on the bucket, also support range read.
- Args:
- path (str): the s3 path of file, the path must be in the format of s3://bucket_name/path?offset,limit.
- for example: s3://bucket_name/path?0,100.
- Returns:
- bytes: the content of s3 file.
- """
- may_range_params = parse_s3_range_params(path)
- if may_range_params is None or 2 != len(may_range_params):
- byte_start, byte_len = 0, -1
- else:
- byte_start, byte_len = int(may_range_params[0]), int(may_range_params[1])
- path = remove_non_official_s3_args(path)
- return self.read_at(path, byte_start, byte_len)
- def __get_s3_client(self, bucket_name: str):
- if bucket_name not in set([conf.bucket_name for conf in self.s3_configs]):
- raise InvalidParams(
- f'bucket name: {bucket_name} not found in s3_configs: {self.s3_configs}'
- )
- if bucket_name not in self._s3_clients_h:
- conf = next(
- filter(lambda conf: conf.bucket_name == bucket_name, self.s3_configs)
- )
- self._s3_clients_h[bucket_name] = S3Reader(
- bucket_name,
- conf.access_key,
- conf.secret_key,
- conf.endpoint_url,
- conf.addressing_style,
- )
- return self._s3_clients_h[bucket_name]
- def read_at(self, path: str, offset: int = 0, limit: int = -1) -> bytes:
- """Read the file with offset and limit, select diffect bucket client
- for each request based on the bucket.
- Args:
- path (str): the file path.
- offset (int, optional): the number of bytes skipped. Defaults to 0.
- limit (int, optional): the number of bytes want to read. Defaults to -1 which means infinite.
- Returns:
- bytes: the file content.
- """
- if path.startswith('s3://'):
- bucket_name, path = parse_s3path(path)
- s3_reader = self.__get_s3_client(bucket_name)
- else:
- s3_reader = self.__get_s3_client(self.default_bucket)
- if self.default_prefix:
- path = self.default_prefix + '/' + path
- return s3_reader.read_at(path, offset, limit)
- class MultiBucketS3DataWriter(DataWriter, MultiS3Mixin):
- def __get_s3_client(self, bucket_name: str):
- if bucket_name not in set([conf.bucket_name for conf in self.s3_configs]):
- raise InvalidParams(
- f'bucket name: {bucket_name} not found in s3_configs: {self.s3_configs}'
- )
- if bucket_name not in self._s3_clients_h:
- conf = next(
- filter(lambda conf: conf.bucket_name == bucket_name, self.s3_configs)
- )
- self._s3_clients_h[bucket_name] = S3Writer(
- bucket_name,
- conf.access_key,
- conf.secret_key,
- conf.endpoint_url,
- conf.addressing_style,
- )
- return self._s3_clients_h[bucket_name]
- def write(self, path: str, data: bytes) -> None:
- """Write file with data, also select diffect bucket client for each
- request based on the bucket.
- Args:
- path (str): the path of file, if the path is relative path, it will be joined with parent_dir.
- data (bytes): the data want to write.
- """
- if path.startswith('s3://'):
- bucket_name, path = parse_s3path(path)
- s3_writer = self.__get_s3_client(bucket_name)
- else:
- s3_writer = self.__get_s3_client(self.default_bucket)
- if self.default_prefix:
- path = self.default_prefix + '/' + path
- return s3_writer.write(path, data)
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