S3PyArrowBackend¶
API reference for S3PyArrowBackend — drop-in alternative to S3Backend
that uses PyArrow's C++ S3 filesystem for higher throughput on large files.
S3PyArrowBackend
¶
S3PyArrowBackend(
bucket: str,
*,
endpoint_url: str | None = None,
key: str | Secret | None = None,
secret: str | Secret | None = None,
region_name: str | None = None,
tls_ca_bundle: str | None = None,
client_options: dict[str, Any] | None = None,
retry: RetryPolicy | None = None,
reject_write_under_file_ancestor: bool = False,
)
Hybrid S3 backend: PyArrow for reads/writes/copies, s3fs for listing/metadata.
Drop-in alternative to S3Backend with the same constructor signature.
Uses PyArrow's C++ S3 filesystem for data-path operations (higher throughput
for large files) and s3fs for control-path operations (listing, metadata,
deletion).
move() is implemented as a PyArrow copy followed by an s3fs delete.
This is non-atomic: a crash or network error between the two steps may
leave both source and destination present. ATOMIC_MOVE is not
declared.
Parameters:
-
bucket(str) –S3 bucket name (required, non-empty).
-
endpoint_url(str | None, default:None) –Custom endpoint URL (e.g. for MinIO).
-
key(str | Secret | None, default:None) –AWS access key ID.
-
secret(str | Secret | None, default:None) –AWS secret access key.
-
region_name(str | None, default:None) –AWS region name.
-
tls_ca_bundle(str | None, default:None) –Path to a PEM CA bundle file. Falls back to
AWS_CA_BUNDLE/REQUESTS_CA_BUNDLE/SSL_CERT_FILE. -
client_options(dict[str, Any] | None, default:None) –Additional options passed to s3fs.
-
reject_write_under_file_ancestor(bool, default:False) –If
True,write/write_atomic/open_atomic/move/copyHEAD each slash-aligned ancestor of the target path and raiseInvalidPathon the first regular-file hit, matching the cross-backend contract that hierarchical filesystems enforce natively. DefaultFalse: each nested-path write otherwise pays one HEAD per ancestor; paths without slashes short-circuit.
read
¶
Open path for reading and return a streaming handle.
Uses PyArrow's open_input_file (higher throughput for large objects)
rather than the s3fs reader; still lazy, so memory stays constant.
Raises:
-
NotFound–If the object does not exist.
-
PermissionDenied–If the credentials lack access.
-
BackendUnavailable–On a transport or service failure, or after
close().
read_bytes
¶
Read and return the full object content as bytes (via PyArrow).
Raises:
-
NotFound–If the object does not exist.
-
PermissionDenied–If the credentials lack access.
-
BackendUnavailable–On a transport or service failure, or after
close().
write
¶
write(
path: str,
content: WritableContent,
*,
overwrite: bool = False,
metadata: Mapping[str, str] | None = None,
) -> WriteResult
Write content to path, streaming straight to a multipart upload.
Unlike S3Backend.write, a plain streamed write here is not atomic:
PyArrow's output stream exposes no abort, so a failure mid-body finalises
a truncated object at path. Use write_atomic when readers must
never observe a partial object. A bytes payload (no streaming) commits
in one shot.
Raises:
-
AlreadyExists–If the object exists and
overwriteisFalse. -
InvalidPath–With the
reject_write_under_file_ancestoropt-in, if an ancestor of path exists as an object. -
PermissionDenied–If the credentials lack access.
-
BackendUnavailable–On a transport or service failure, or after
close().
write_atomic
¶
write_atomic(
path: str,
content: WritableContent,
*,
overwrite: bool = False,
metadata: Mapping[str, str] | None = None,
) -> WriteResult
Write content to path atomically by buffering before upload.
The whole body is buffered first (a bytes payload is already
materialised and delegates straight through), so a source failure happens
off the wire and leaves no object at path — closing the atomicity gap in
the plain streaming write.
Raises:
-
AlreadyExists–If the object exists and
overwriteisFalse. -
InvalidPath–With the opt-in, if an ancestor of path exists as an object.
-
PermissionDenied–If the credentials lack access.
-
BackendUnavailable–On a transport or service failure, or after
close().
open_atomic
¶
Yield a writable buffer committed to path atomically on clean exit.
Writes spool to a temporary file (up to 8 MB in memory, then on disk) and upload only on clean exit, so path never holds a partial object. An exception before exit leaves path untouched.
Raises:
-
AlreadyExists–If the object exists and
overwriteisFalse. -
InvalidPath–With the opt-in, if an ancestor of path exists as an object.
-
PermissionDenied–If the credentials lack access.
-
BackendUnavailable–On a transport or service failure, or after
close().
move
¶
Move or rename the object src to dst.
Existence checks and the delete go through s3fs; the copy is a PyArrow
copy_file. Copy-then-delete is not atomic — a failure between the two
steps can leave both src and dst present — so ATOMIC_MOVE is not
declared. src == dst is a no-op.
Raises:
-
NotFound–If src does not exist.
-
AlreadyExists–If dst exists,
src != dst, andoverwriteisFalse. -
InvalidPath–With the opt-in, if an ancestor of dst exists as an object.
-
PermissionDenied–If the credentials lack access.
-
BackendUnavailable–On a transport or service failure, or after
close().
copy
¶
Copy the object src to dst via a PyArrow copy_file.
Like move, the operation carries no cross-operation atomicity
guarantee. src == dst is a no-op.
Raises:
-
NotFound–If src does not exist.
-
AlreadyExists–If dst exists,
src != dst, andoverwriteisFalse. -
InvalidPath–With the opt-in, if an ancestor of dst exists as an object.
-
PermissionDenied–If the credentials lack access.
-
BackendUnavailable–On a transport or service failure, or after
close().
See also¶
- S3-PyArrow Backend Guide — usage patterns, configuration, and examples
- S3-PyArrow Backend example — S3-PyArrow backend in action