From e5a2fc797d665e58c72ca86ea76e8bb0d2fde6be Mon Sep 17 00:00:00 2001 From: Allen C Date: Tue, 21 Apr 2026 23:48:17 -0700 Subject: [PATCH] feat: generalize storage_options for GCS/Azure and any object_store backend Closes #45. The Rust+PyO3 layer already forwarded an arbitrary `storage_options` dict through to lance's `DatasetBuilder`, but the Python constructor only exposed ergonomic shortcuts for AWS keys, which made it look like GCS/Azure weren't supported and blocked work on a tiered memory layout on `gs://` URIs. This change: * Promotes `storage_options` as the canonical, backend-agnostic way to configure remote stores (aligned with `lance` and `lance-graph`). * Keeps the AWS-specific kwargs (`aws_access_key_id`, `region`, ...) as backwards-compatible shortcuts that now emit a single `DeprecationWarning` pointing callers at `storage_options`. * Adds unit tests for the storage_options merge / pass-through logic. * Adds an opt-in real-GCS integration test gated on `LANCE_CONTEXT_GCS_BUCKET` plus one of `LANCE_CONTEXT_GCS_SERVICE_ACCOUNT_KEY` / `GOOGLE_APPLICATION_CREDENTIALS` / `LANCE_CONTEXT_GCS_ENDPOINT`. * Switches the existing S3 integration test to the canonical `storage_options=` path and adds a companion back-compat test that asserts the AWS kwargs still work and emit the deprecation warning. * Fixes the moto.server invocation for moto >= 5 (dropped the positional service argument) and pulls in `moto[s3,server]` so flask is available for the subprocess; without this the S3 suite was being silently skipped on modern environments. * Updates README with GCS and Azure examples and marks #14 / #45 as done in the roadmap. No behavior change for local or S3 callers that pass `storage_options=`. Made-with: Cursor --- README.md | 46 +- python/pyproject.toml | 4 +- python/python/lance_context/api.py | 139 +++++- python/tests/test_gcs_persistence.py | 90 ++++ python/tests/test_persistence.py | 41 +- python/tests/test_storage_options.py | 176 ++++++++ python/uv.lock | 632 ++++++++++++++++++++++++++- 7 files changed, 1085 insertions(+), 43 deletions(-) create mode 100644 python/tests/test_gcs_persistence.py create mode 100644 python/tests/test_storage_options.py diff --git a/README.md b/README.md index 315e618..71d4c1e 100644 --- a/README.md +++ b/README.md @@ -18,7 +18,8 @@ Key motivations inspired by the broader Lance roadmap[1](https://github.com - Unified schema for agent messages (`ContextRecord`) with optional embeddings and metadata. - Automatic versioning via Lance manifests with `checkout(version)` support. - Background compaction to optimize storage and read performance. -- Remote persistence: point the store at `s3://` URIs with either AWS environment variables or explicit credentials/endpoint overrides. +- Remote persistence on any `object_store` backend (S3, GCS, Azure Blob, ...) + via the generic `storage_options` dict, aligned with `lance` and `lance-graph`. - Python API (`lance_context.api.Context`) aligned with the Rust implementation. - Integration tests that exercise real persistence, image serialization, and version rollbacks. @@ -68,16 +69,42 @@ ctx.checkout(first_version) print("Entries after checkout:", ctx.entries()) -# Store context in S3 (e.g., for MinIO/moto test endpoints) +# Remote persistence on any object_store backend uses a generic `storage_options` +# dict, matching the conventions used by `lance` and `lance-graph`. +# +# Amazon S3 (and S3-compatible endpoints like MinIO / moto): ctx = Context.create( "s3://my-bucket/context.lance", - aws_access_key_id="minioadmin", - aws_secret_access_key="minioadmin", - region="us-east-1", - endpoint_url="http://localhost:9000", - allow_http=True, + storage_options={ + "aws_access_key_id": "minioadmin", + "aws_secret_access_key": "minioadmin", + "aws_region": "us-east-1", + "aws_endpoint_url": "http://localhost:9000", # optional + "aws_allow_http": "true", # optional + }, +) +# Environment variables (AWS_ACCESS_KEY_ID, ...) are picked up by lance when +# `storage_options` isn't provided; pass overrides only when you need them. + +# Google Cloud Storage: +ctx = Context.create( + "gs://my-bucket/context.lance", + storage_options={ + # Pick one: inline service-account JSON, path to the JSON file, or ADC. + "google_service_account_key": service_account_json, + # "google_service_account_path": "/path/to/sa.json", + # "google_application_credentials": "/path/to/adc.json", + }, +) + +# Azure Blob Storage: +ctx = Context.create( + "az://my-container/context.lance", + storage_options={ + "azure_storage_account_name": "...", + "azure_storage_account_key": "...", + }, ) -# AWS_* environment variables work too—pass overrides only when you need custom endpoints. # Background Compaction - optimize storage and read performance ctx = Context.create( @@ -141,7 +168,8 @@ println!("Current version {}", store.version()); We are tracking future enhancements as GitHub issues: -- [Support S3-backed context stores](https://github.com/lance-format/lance-context/issues/14) +- ~~[Support S3-backed context stores](https://github.com/lance-format/lance-context/issues/14)~~ ✅ **Implemented** +- ~~[Support standard storage_options / GCS](https://github.com/lance-format/lance-context/issues/45)~~ ✅ **Implemented** - [Add relationship column for GraphRAG workflows](https://github.com/lance-format/lance-context/issues/15) - ~~[Background compaction for Lance fragments](https://github.com/lance-format/lance-context/issues/16)~~ ✅ **Implemented** diff --git a/python/pyproject.toml b/python/pyproject.toml index 73ed6b9..7a55984 100644 --- a/python/pyproject.toml +++ b/python/pyproject.toml @@ -41,7 +41,9 @@ requires = ["maturin>=1.4"] build-backend = "maturin" [project.optional-dependencies] -tests = ["pytest", "ruff", "moto[s3]", "boto3", "botocore"] +# `moto[server]` pulls in flask + flask-cors so moto.server can be launched +# as a subprocess for the S3 integration tests. +tests = ["pytest", "ruff", "moto[s3,server]", "boto3", "botocore"] dev = ["ruff", "pyright"] [tool.ruff] diff --git a/python/python/lance_context/api.py b/python/python/lance_context/api.py index 8df1d03..14c2c66 100644 --- a/python/python/lance_context/api.py +++ b/python/python/lance_context/api.py @@ -1,5 +1,6 @@ from __future__ import annotations +import warnings from datetime import datetime from io import BytesIO from typing import Any @@ -134,40 +135,145 @@ def _normalize_search_hit(raw: dict[str, Any]) -> dict[str, Any]: return result +_AWS_KWARG_MAP: dict[str, str] = { + "aws_access_key_id": "aws_access_key_id", + "aws_secret_access_key": "aws_secret_access_key", + "aws_session_token": "aws_session_token", + "region": "aws_region", + "endpoint_url": "aws_endpoint_url", +} + + +def _merge_storage_options( + storage_options: dict[str, Any] | None, + *, + aws_access_key_id: str | None, + aws_secret_access_key: str | None, + aws_session_token: str | None, + region: str | None, + endpoint_url: str | None, + allow_http: bool, +) -> dict[str, Any]: + """Merge deprecated AWS-specific kwargs into a generic storage_options dict. + + Emits a single DeprecationWarning when any AWS kwarg is used so callers + can migrate to the generic `storage_options` path (which works for S3, + GCS, Azure, and any other lance/object_store backend). + """ + options: dict[str, Any] = dict(storage_options or {}) + + aws_kwargs = { + "aws_access_key_id": aws_access_key_id, + "aws_secret_access_key": aws_secret_access_key, + "aws_session_token": aws_session_token, + "region": region, + "endpoint_url": endpoint_url, + } + used = [name for name, value in aws_kwargs.items() if value is not None] + if allow_http: + used.append("allow_http") + + if used: + warnings.warn( + "The AWS-specific kwargs " + f"({', '.join(sorted(used))}) are deprecated and will be removed in a " + "future release. Pass credentials via the generic " + "`storage_options` dict instead (e.g. " + "storage_options={'aws_access_key_id': ..., " + "'aws_secret_access_key': ...} for S3, or " + "storage_options={'google_service_account_key': ...} for GCS).", + DeprecationWarning, + stacklevel=3, + ) + + for kwarg_name, option_key in _AWS_KWARG_MAP.items(): + value = aws_kwargs[kwarg_name] + if value is not None: + options.setdefault(option_key, value) + if allow_http: + options.setdefault("aws_allow_http", True) + + return options + + class Context: + """Multimodal, versioned context store backed by Lance. + + Storage backends are configured via the generic ``storage_options`` dict, + aligned with the conventions used by ``lance`` and ``lance-graph``. Any + keys understood by the underlying ``object_store`` crate are accepted. + + Examples: + Local filesystem:: + + Context.create("/tmp/context.lance") + + Amazon S3 (or S3-compatible endpoints like MinIO / moto):: + + Context.create( + "s3://bucket/prefix/context.lance", + storage_options={ + "aws_access_key_id": "...", + "aws_secret_access_key": "...", + "aws_region": "us-east-1", + "aws_endpoint_url": "http://localhost:9000", # optional + "aws_allow_http": "true", # optional + }, + ) + + Google Cloud Storage:: + + Context.create( + "gs://bucket/prefix/context.lance", + storage_options={ + # Any one of these is enough; pick whatever fits your + # deployment (inline JSON, file path, or ADC). + "google_service_account_key": service_account_json, + # "google_service_account_path": "/path/to/sa.json", + # "google_application_credentials": "/path/to/adc.json", + }, + ) + + Azure Blob Storage:: + + Context.create( + "az://container/prefix/context.lance", + storage_options={ + "azure_storage_account_name": "...", + "azure_storage_account_key": "...", + }, + ) + """ + def __init__( self, uri: str, *, storage_options: dict[str, Any] | None = None, + # --- Deprecated AWS-specific shortcuts (kept for backwards compat). --- aws_access_key_id: str | None = None, aws_secret_access_key: str | None = None, aws_session_token: str | None = None, region: str | None = None, endpoint_url: str | None = None, allow_http: bool = False, - # Compaction configuration + # --- Compaction configuration. --- enable_background_compaction: bool = False, compaction_interval_secs: int = 300, compaction_min_fragments: int = 5, compaction_target_rows: int = 1_000_000, quiet_hours: list[tuple[int, int]] | None = None, ) -> None: - options = dict(storage_options or {}) - if aws_access_key_id is not None: - options["aws_access_key_id"] = aws_access_key_id - if aws_secret_access_key is not None: - options["aws_secret_access_key"] = aws_secret_access_key - if aws_session_token is not None: - options["aws_session_token"] = aws_session_token - if region is not None: - options["aws_region"] = region - if endpoint_url is not None: - options["aws_endpoint_url"] = endpoint_url - if allow_http: - options["aws_allow_http"] = True - - # Build compaction config + options = _merge_storage_options( + storage_options, + aws_access_key_id=aws_access_key_id, + aws_secret_access_key=aws_secret_access_key, + aws_session_token=aws_session_token, + region=region, + endpoint_url=endpoint_url, + allow_http=allow_http, + ) + compaction_config = { "enabled": enable_background_compaction, "check_interval_secs": compaction_interval_secs, @@ -197,7 +303,6 @@ def create( region: str | None = None, endpoint_url: str | None = None, allow_http: bool = False, - # Compaction configuration enable_background_compaction: bool = False, compaction_interval_secs: int = 300, compaction_min_fragments: int = 5, diff --git a/python/tests/test_gcs_persistence.py b/python/tests/test_gcs_persistence.py new file mode 100644 index 0000000..fb05be1 --- /dev/null +++ b/python/tests/test_gcs_persistence.py @@ -0,0 +1,90 @@ +"""Opt-in GCS integration tests. + +Skipped by default. To run locally against a real (or emulated) GCS: + + # Option A: real GCS + export LANCE_CONTEXT_GCS_BUCKET=my-test-bucket + export GOOGLE_APPLICATION_CREDENTIALS=/path/to/sa.json + uv run pytest python/tests/test_gcs_persistence.py -v + + # Option B: against fake-gcs-server or another emulator, point the + # relevant storage_options at the emulator endpoint (e.g. via + # `use_opendal=true`, `endpoint=http://...`, `allow_anonymous=true`). + export LANCE_CONTEXT_GCS_BUCKET=test-bucket + export LANCE_CONTEXT_GCS_ENDPOINT=http://127.0.0.1:4443 + uv run pytest python/tests/test_gcs_persistence.py -v + +These tests intentionally do not bring up their own emulator in CI because +there is no pure-Python GCS emulator that is both (a) maintained on modern +Python and (b) fully compatible with the lance-io GCS backend. The S3 +suite uses moto, which has no GCS counterpart of equivalent quality. +""" + +from __future__ import annotations + +import os +import sys +import uuid +from pathlib import Path + +import pytest + +PACKAGE_ROOT = Path(__file__).resolve().parents[2] / "python" / "python" +if str(PACKAGE_ROOT) not in sys.path: + sys.path.insert(0, str(PACKAGE_ROOT)) + +from lance_context.api import Context # noqa: E402 + +lance = pytest.importorskip("lance") + +GCS_BUCKET = os.environ.get("LANCE_CONTEXT_GCS_BUCKET") +GCS_ENDPOINT = os.environ.get("LANCE_CONTEXT_GCS_ENDPOINT") +GCS_SA_JSON = os.environ.get("LANCE_CONTEXT_GCS_SERVICE_ACCOUNT_KEY") +GCS_ADC = os.environ.get("GOOGLE_APPLICATION_CREDENTIALS") + +_has_gcs_config = bool(GCS_BUCKET) and ( + bool(GCS_SA_JSON) or bool(GCS_ADC) or bool(GCS_ENDPOINT) +) + +pytestmark = pytest.mark.skipif( + not _has_gcs_config, + reason=( + "Set LANCE_CONTEXT_GCS_BUCKET plus one of " + "LANCE_CONTEXT_GCS_SERVICE_ACCOUNT_KEY / " + "GOOGLE_APPLICATION_CREDENTIALS / " + "LANCE_CONTEXT_GCS_ENDPOINT to run GCS integration tests." + ), +) + + +def _gcs_storage_options() -> dict[str, str]: + options: dict[str, str] = {} + if GCS_SA_JSON is not None: + options["google_service_account_key"] = GCS_SA_JSON + if GCS_ADC is not None: + options["google_application_credentials"] = GCS_ADC + if GCS_ENDPOINT is not None: + # Emulator path: OpenDAL backend supports a custom endpoint and + # anonymous auth, which is how fake-gcs-server is typically driven. + options["use_opendal"] = "true" + options["endpoint"] = GCS_ENDPOINT + options.setdefault("allow_anonymous", "true") + return options + + +def test_gcs_round_trip_via_storage_options() -> None: + """End-to-end: Context.create(gs://...) with generic storage_options.""" + assert GCS_BUCKET is not None + key = f"contexts/{uuid.uuid4().hex}/context.lance" + uri = f"gs://{GCS_BUCKET}/{key}" + options = _gcs_storage_options() + + ctx = Context.create(uri, storage_options=options) + + ctx.add("user", "gcs-hello") + ctx.add("assistant", "gcs-response") + assert ctx.entries() == 2 + + dataset = lance.dataset(uri, storage_options=options) + rows = dataset.to_table().to_pylist() + assert [row["text_payload"] for row in rows] == ["gcs-hello", "gcs-response"] diff --git a/python/tests/test_persistence.py b/python/tests/test_persistence.py index 108f0b8..e94bda0 100644 --- a/python/tests/test_persistence.py +++ b/python/tests/test_persistence.py @@ -61,11 +61,13 @@ def moto_endpoint() -> str: from botocore.config import Config # type: ignore[import-not-found] port = _free_port() + # moto >= 5 dropped the positional service argument; a single mock_server + # now serves every service. Older moto (<5) accepted an `s3` positional + # arg which is silently ignored here. cmd = [ sys.executable, "-m", "moto.server", - "s3", "-H", "127.0.0.1", "-p", @@ -196,20 +198,14 @@ def test_time_travel_checkout(tmp_path: Path) -> None: ] -def test_s3_round_trip_remote_store(moto_endpoint: str, s3_client) -> None: +def test_s3_round_trip_with_storage_options(moto_endpoint: str, s3_client) -> None: + """Canonical path: generic storage_options dict (aligns with lance/lance-graph).""" bucket = f"context-{uuid.uuid4().hex}" s3_client.create_bucket(Bucket=bucket) key = f"contexts/{uuid.uuid4().hex}/context.lance" uri = f"s3://{bucket}/{key}" - ctx = Context.create( - uri, - aws_access_key_id=_S3_ACCESS_KEY, - aws_secret_access_key=_S3_SECRET_KEY, - region=_S3_REGION, - endpoint_url=moto_endpoint, - allow_http=True, - ) + ctx = Context.create(uri, storage_options=_s3_storage_options(moto_endpoint)) ctx.add("user", "remote-hello") ctx.add("assistant", "remote-response") @@ -218,3 +214,28 @@ def test_s3_round_trip_remote_store(moto_endpoint: str, s3_client) -> None: rows = _read_rows(uri, storage_options=_s3_storage_options(moto_endpoint)) assert [row["text_payload"] for row in rows] == ["remote-hello", "remote-response"] assert ctx.entries() == 2 + + +def test_s3_deprecated_aws_kwargs_still_work(moto_endpoint: str, s3_client) -> None: + """AWS kwargs keep working (back-compat) and emit a DeprecationWarning.""" + bucket = f"context-{uuid.uuid4().hex}" + s3_client.create_bucket(Bucket=bucket) + key = f"contexts/{uuid.uuid4().hex}/context.lance" + uri = f"s3://{bucket}/{key}" + + with pytest.warns(DeprecationWarning, match="storage_options"): + ctx = Context.create( + uri, + aws_access_key_id=_S3_ACCESS_KEY, + aws_secret_access_key=_S3_SECRET_KEY, + region=_S3_REGION, + endpoint_url=moto_endpoint, + allow_http=True, + ) + + ctx.add("user", "remote-hello") + ctx.add("assistant", "remote-response") + + rows = _read_rows(uri, storage_options=_s3_storage_options(moto_endpoint)) + assert [row["text_payload"] for row in rows] == ["remote-hello", "remote-response"] + assert ctx.entries() == 2 diff --git a/python/tests/test_storage_options.py b/python/tests/test_storage_options.py new file mode 100644 index 0000000..7c7c8da --- /dev/null +++ b/python/tests/test_storage_options.py @@ -0,0 +1,176 @@ +"""Unit tests for generic storage_options handling. + +These exercise the Python-side plumbing that prepares the storage_options +dict before handing it to the Rust/PyO3 layer. Backend-specific semantics +(S3, GCS, Azure) are validated by the underlying lance/object_store crates +and by the per-backend integration tests in this package. +""" + +from __future__ import annotations + +import re +import sys +import warnings +from pathlib import Path + +import pytest + +PACKAGE_ROOT = Path(__file__).resolve().parents[2] / "python" / "python" +if str(PACKAGE_ROOT) not in sys.path: + sys.path.insert(0, str(PACKAGE_ROOT)) + +from lance_context.api import _merge_storage_options # noqa: E402 + + +def test_none_returns_empty_dict() -> None: + options = _merge_storage_options( + None, + aws_access_key_id=None, + aws_secret_access_key=None, + aws_session_token=None, + region=None, + endpoint_url=None, + allow_http=False, + ) + assert options == {} + + +def test_generic_storage_options_passes_through_unchanged() -> None: + incoming = { + "google_service_account_key": "sa-json", + "azure_storage_account_key": "az-key", + "custom_provider_token": "token", + } + + with warnings.catch_warnings(): + warnings.simplefilter("error") + merged = _merge_storage_options( + incoming, + aws_access_key_id=None, + aws_secret_access_key=None, + aws_session_token=None, + region=None, + endpoint_url=None, + allow_http=False, + ) + + assert merged == incoming + assert merged is not incoming # defensive copy, caller dict untouched + + +def test_aws_kwargs_emit_deprecation_warning() -> None: + with pytest.warns(DeprecationWarning, match="storage_options"): + merged = _merge_storage_options( + None, + aws_access_key_id="AKIA...", + aws_secret_access_key="secret", + aws_session_token=None, + region="us-west-2", + endpoint_url=None, + allow_http=False, + ) + + assert merged == { + "aws_access_key_id": "AKIA...", + "aws_secret_access_key": "secret", + "aws_region": "us-west-2", + } + + +def test_aws_kwargs_translate_to_correct_option_keys() -> None: + with pytest.warns(DeprecationWarning): + merged = _merge_storage_options( + None, + aws_access_key_id="id", + aws_secret_access_key="secret", + aws_session_token="token", + region="us-east-1", + endpoint_url="http://minio:9000", + allow_http=True, + ) + + assert merged == { + "aws_access_key_id": "id", + "aws_secret_access_key": "secret", + "aws_session_token": "token", + "aws_region": "us-east-1", + "aws_endpoint_url": "http://minio:9000", + "aws_allow_http": True, + } + + +def test_storage_options_takes_precedence_over_aws_kwargs() -> None: + """When both are set, storage_options wins (documented contract).""" + with pytest.warns(DeprecationWarning): + merged = _merge_storage_options( + {"aws_region": "eu-west-1"}, + aws_access_key_id=None, + aws_secret_access_key=None, + aws_session_token=None, + region="us-east-1", + endpoint_url=None, + allow_http=False, + ) + + assert merged["aws_region"] == "eu-west-1" + + +def test_allow_http_alone_triggers_deprecation() -> None: + with pytest.warns(DeprecationWarning, match=re.escape("allow_http")): + merged = _merge_storage_options( + None, + aws_access_key_id=None, + aws_secret_access_key=None, + aws_session_token=None, + region=None, + endpoint_url=None, + allow_http=True, + ) + assert merged == {"aws_allow_http": True} + + +def test_mixing_gcs_storage_options_with_aws_kwargs_is_allowed() -> None: + """A user migrating from AWS kwargs should still be able to add GCS keys.""" + with pytest.warns(DeprecationWarning): + merged = _merge_storage_options( + {"google_service_account_key": "sa-json"}, + aws_access_key_id="id", + aws_secret_access_key="secret", + aws_session_token=None, + region=None, + endpoint_url=None, + allow_http=False, + ) + + assert merged["google_service_account_key"] == "sa-json" + assert merged["aws_access_key_id"] == "id" + + +def test_gcs_uri_accepts_generic_storage_options_without_warning() -> None: + """Smoke-test the API boundary: Context.__init__ must not emit a warning + when only generic storage_options are used, even for gs:// URIs. + + We can't actually connect to GCS here, but we can confirm no spurious + DeprecationWarning is emitted from our wrapper when no AWS kwargs are + provided. Any downstream lance error is caught and ignored. + """ + from lance_context.api import Context + + with warnings.catch_warnings(record=True) as caught: + warnings.simplefilter("always") + try: + Context.create( + "gs://nonexistent-bucket-xyz-unit-test/ctx.lance", + storage_options={ + "google_service_account_key": '{"type":"service_account"}', + "google_skip_signature": "true", + }, + ) + except Exception: + # Expected: bucket/credentials are bogus. We only care that no + # DeprecationWarning was emitted by our wrapper. + pass + + deprecation = [w for w in caught if issubclass(w.category, DeprecationWarning)] + our_deprecations = [w for w in deprecation if "storage_options" in str(w.message)] + assert our_deprecations == [] diff --git a/python/uv.lock b/python/uv.lock index f586f40..170b182 100644 --- a/python/uv.lock +++ b/python/uv.lock @@ -114,6 +114,15 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643, upload-time = "2024-05-20T21:33:24.1Z" }, ] +[[package]] +name = "antlr4-python3-runtime" +version = "4.13.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = 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