diff --git a/pyproject.toml b/pyproject.toml index bfa30ce..e53feca 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -46,6 +46,7 @@ build-backend = "uv_build" [dependency-groups] dev = [ + "moto[s3]>=5.1.10", "pre-commit>=3.3.3", "pytest>=7.4.0", "pytest-cov>=4.1.0", @@ -53,3 +54,6 @@ dev = [ "sphinx>=7.2.4", "taskipy>=1.12.0", ] +s3 = [ + "boto3>=1.40.16", +] diff --git a/src/cacheables/caches/__init__.py b/src/cacheables/caches/__init__.py index 54b27a3..46b130d 100644 --- a/src/cacheables/caches/__init__.py +++ b/src/cacheables/caches/__init__.py @@ -1,2 +1,3 @@ from .base import BaseCache from .disk import DiskCache +from .s3 import S3Cache diff --git a/src/cacheables/caches/s3.py b/src/cacheables/caches/s3.py new file mode 100644 index 0000000..961785a --- /dev/null +++ b/src/cacheables/caches/s3.py @@ -0,0 +1,291 @@ +import datetime +import json +import warnings +from typing import List, Optional + +try: + import boto3 + from botocore.exceptions import ClientError, NoCredentialsError +except ImportError: + boto3 = None + ClientError = Exception + NoCredentialsError = Exception + +from ..exceptions import InputKeyNotFoundError, ReadException, WriteException +from ..keys import FunctionKey, InputKey +from .base import BaseCache + + +class S3CacheLockingWarning(UserWarning): + """Custom warning category for S3Cache locking warnings.""" + + pass + + +# Configure warnings to show S3CacheLockingWarning only once per process +warnings.filterwarnings("once", category=S3CacheLockingWarning) + + +class S3Cache(BaseCache): + def __init__( + self, + bucket_name: str, + prefix: str = "cacheables", + aws_access_key_id: Optional[str] = None, + aws_secret_access_key: Optional[str] = None, + region_name: Optional[str] = None, + ): + if boto3 is None: + raise ImportError( + "boto3 is required for S3Cache. Install it with: pip install cacheables[s3]" + ) + + super().__init__() + self._bucket_name = bucket_name + self._prefix = prefix.strip("/") + + # Issue warning about potential cache corruption (only once per process) + warnings.warn( + "S3Cache does not implement locking mechanisms. " + "Cache corruption may occur when multiple processes access the same cache entries simultaneously. " + "Use with caution in multi-process environments.", + S3CacheLockingWarning, + stacklevel=2, + ) + + # Initialize S3 client + try: + session_kwargs = {} + if aws_access_key_id: + session_kwargs["aws_access_key_id"] = aws_access_key_id + if aws_secret_access_key: + session_kwargs["aws_secret_access_key"] = aws_secret_access_key + if region_name: + session_kwargs["region_name"] = region_name + + self._s3_client = boto3.client("s3", **session_kwargs) + + # Test connection and bucket access + self._s3_client.head_bucket(Bucket=self._bucket_name) + + except NoCredentialsError as e: + raise WriteException(f"AWS credentials not found: {e}") from e + except ClientError as e: + error_code = e.response["Error"]["Code"] + if error_code == "404": + raise WriteException( + f"S3 bucket '{self._bucket_name}' not found" + ) from e + elif error_code == "403": + raise WriteException( + f"Access denied to S3 bucket '{self._bucket_name}'" + ) from e + else: + raise WriteException(f"S3 error: {e}") from e + + def _construct_function_prefix(self, function_key: FunctionKey) -> str: + return f"{self._prefix}/functions/{function_key.function_id}" + + def _construct_input_prefix(self, input_key: InputKey) -> str: + function_prefix = self._construct_function_prefix(input_key.function_key) + return f"{function_prefix}/inputs/{input_key.input_id}" + + def _construct_metadata_key(self, input_key: InputKey) -> str: + input_prefix = self._construct_input_prefix(input_key) + return f"{input_prefix}/metadata.json" + + def _construct_output_key(self, input_key: InputKey, metadata: dict) -> str: + input_prefix = self._construct_input_prefix(input_key) + extension = metadata["serializer"].get("extension", "bin") + filename = f"{metadata['output_id']}.{extension}" + return f"{input_prefix}/{filename}" + + def exists(self, input_key: InputKey) -> bool: + metadata_key = self._construct_metadata_key(input_key) + try: + self._s3_client.head_object(Bucket=self._bucket_name, Key=metadata_key) + return True + except ClientError as e: + if e.response["Error"]["Code"] == "404": + return False + raise ReadException(f"S3 error checking existence: {e}") from e + + def list(self, function_key: FunctionKey) -> List[InputKey]: + function_prefix = self._construct_function_prefix(function_key) + inputs_prefix = f"{function_prefix}/inputs/" + + try: + response = self._s3_client.list_objects_v2( + Bucket=self._bucket_name, Prefix=inputs_prefix, Delimiter="/" + ) + + input_keys = [] + for prefix_info in response.get("CommonPrefixes", []): + prefix = prefix_info["Prefix"] + # Extract input_id from prefix like "prefix/functions/func_id/inputs/input_id/" + input_id = prefix.rstrip("/").split("/")[-1] + input_keys.append( + InputKey(function_id=function_key.function_id, input_id=input_id) + ) + + return input_keys + + except ClientError as e: + raise ReadException(f"S3 error listing inputs: {e}") from e + + def evict(self, input_key: InputKey) -> None: + input_prefix = self._construct_input_prefix(input_key) + + try: + # List all objects with the input prefix + response = self._s3_client.list_objects_v2( + Bucket=self._bucket_name, Prefix=f"{input_prefix}/" + ) + + # Delete all objects for this input + if "Contents" in response: + objects_to_delete = [ + {"Key": obj["Key"]} for obj in response["Contents"] + ] + if objects_to_delete: + self._s3_client.delete_objects( + Bucket=self._bucket_name, Delete={"Objects": objects_to_delete} + ) + + except ClientError as e: + raise WriteException(f"S3 error evicting cache entry: {e}") from e + + def clear(self, function_key: FunctionKey) -> None: + function_prefix = self._construct_function_prefix(function_key) + + try: + # List all objects with the function prefix + response = self._s3_client.list_objects_v2( + Bucket=self._bucket_name, Prefix=f"{function_prefix}/" + ) + + # Delete all objects for this function + if "Contents" in response: + objects_to_delete = [ + {"Key": obj["Key"]} for obj in response["Contents"] + ] + if objects_to_delete: + self._s3_client.delete_objects( + Bucket=self._bucket_name, Delete={"Objects": objects_to_delete} + ) + + except ClientError as e: + raise WriteException(f"S3 error clearing function cache: {e}") from e + + def adopt( + self, from_function_key: FunctionKey, to_function_key: FunctionKey + ) -> None: + from_prefix = self._construct_function_prefix(from_function_key) + to_prefix = self._construct_function_prefix(to_function_key) + + try: + # List all objects with the from_function prefix + response = self._s3_client.list_objects_v2( + Bucket=self._bucket_name, Prefix=f"{from_prefix}/" + ) + + if "Contents" in response: + # Copy all objects to the new function prefix + for obj in response["Contents"]: + old_key = obj["Key"] + new_key = old_key.replace(from_prefix, to_prefix, 1) + + self._s3_client.copy_object( + Bucket=self._bucket_name, + CopySource={"Bucket": self._bucket_name, "Key": old_key}, + Key=new_key, + ) + + # Delete old objects + objects_to_delete = [ + {"Key": obj["Key"]} for obj in response["Contents"] + ] + if objects_to_delete: + self._s3_client.delete_objects( + Bucket=self._bucket_name, Delete={"Objects": objects_to_delete} + ) + + except ClientError as e: + raise WriteException(f"S3 error adopting function cache: {e}") from e + + def read_output(self, metadata: dict, input_key: InputKey) -> bytes: + output_key = self._construct_output_key(input_key, metadata) + + try: + response = self._s3_client.get_object( + Bucket=self._bucket_name, Key=output_key + ) + return response["Body"].read() + except ClientError as e: + if e.response["Error"]["Code"] == "NoSuchKey": + raise InputKeyNotFoundError(f"Output not found for {input_key}") from e + raise ReadException(f"S3 error reading output: {e}") from e + + def load_metadata(self, input_key: InputKey) -> dict: + metadata_key = self._construct_metadata_key(input_key) + + try: + response = self._s3_client.get_object( + Bucket=self._bucket_name, Key=metadata_key + ) + metadata_content = response["Body"].read().decode("utf-8") + return json.loads(metadata_content) + except ClientError as e: + if e.response["Error"]["Code"] == "NoSuchKey": + raise InputKeyNotFoundError( + f"Metadata not found for {input_key}" + ) from e + raise ReadException(f"S3 error loading metadata: {e}") from e + except json.JSONDecodeError as e: + raise ReadException(f"Invalid JSON in metadata: {e}") from e + + def write_output( + self, output_bytes: bytes, metadata: dict, input_key: InputKey + ) -> None: + output_key = self._construct_output_key(input_key, metadata) + + try: + self._s3_client.put_object( + Bucket=self._bucket_name, Key=output_key, Body=output_bytes + ) + except ClientError as e: + raise WriteException(f"S3 error writing output: {e}") from e + + def dump_metadata(self, metadata: dict, input_key: InputKey) -> None: + metadata_key = self._construct_metadata_key(input_key) + + try: + metadata_content = json.dumps(metadata, indent=4) + self._s3_client.put_object( + Bucket=self._bucket_name, + Key=metadata_key, + Body=metadata_content.encode("utf-8"), + ContentType="application/json", + ) + except ClientError as e: + raise WriteException(f"S3 error writing metadata: {e}") from e + + def get_output_path(self, input_key: InputKey) -> str: + if not self.exists(input_key): + raise InputKeyNotFoundError(f"{input_key} not found in cache") + metadata = self.load_metadata(input_key) + output_key = self._construct_output_key(input_key, metadata) + return f"s3://{self._bucket_name}/{output_key}" + + def update_last_accessed(self, input_key: InputKey) -> None: + metadata = self.load_metadata(input_key) + metadata["last_accessed"] = datetime.datetime.now( + datetime.timezone.utc + ).isoformat() + self.dump_metadata(metadata, input_key) + + def get_last_accessed(self, input_key: InputKey) -> Optional[datetime.datetime]: + metadata = self.load_metadata(input_key) + if "last_accessed" in metadata: + return datetime.datetime.fromisoformat(metadata["last_accessed"]) + return None diff --git a/tests/cacheables/caches/test_s3.py b/tests/cacheables/caches/test_s3.py new file mode 100644 index 0000000..549d457 --- /dev/null +++ b/tests/cacheables/caches/test_s3.py @@ -0,0 +1,304 @@ +import datetime +import json +import warnings +from unittest.mock import patch + +import boto3 +import pytest +from botocore.exceptions import NoCredentialsError +from moto import mock_aws + +from cacheables.caches.s3 import S3Cache, S3CacheLockingWarning +from cacheables.exceptions import InputKeyNotFoundError, WriteException +from cacheables.keys import FunctionKey, InputKey + + +class TestS3Cache: + @pytest.fixture + def s3_client(self): + with mock_aws(): + yield boto3.client("s3", region_name="us-east-1") + + @pytest.fixture + def s3_cache(self, s3_client): + s3_client.create_bucket(Bucket="test-bucket") + + with warnings.catch_warnings(): + warnings.simplefilter("ignore", S3CacheLockingWarning) + return S3Cache(bucket_name="test-bucket", prefix="test-prefix") + + @pytest.fixture + def function_key(self): + return FunctionKey(function_id="test_function") + + @pytest.fixture + def input_key(self, function_key): + return InputKey(function_id=function_key.function_id, input_id="test_input") + + def test_init_without_boto3(self): + with patch("cacheables.caches.s3.boto3", None): + with pytest.raises(ImportError, match="boto3 is required"): + S3Cache(bucket_name="test-bucket") + + def test_init_with_credentials_error(self): + with patch("cacheables.caches.s3.boto3") as mock_boto3: + mock_boto3.client.side_effect = NoCredentialsError() + with pytest.raises(WriteException, match="AWS credentials not found"): + S3Cache(bucket_name="test-bucket") + + def test_init_with_bucket_not_found(self): + with mock_aws(): + with pytest.raises( + WriteException, match="S3 bucket 'nonexistent-bucket' not found" + ): + S3Cache(bucket_name="nonexistent-bucket") + + def test_init_issues_warning(self): + with mock_aws(): + s3_client = boto3.client("s3", region_name="us-east-1") + s3_client.create_bucket(Bucket="test-bucket") + + with warnings.catch_warnings(record=True) as w: + warnings.simplefilter("always") + S3Cache(bucket_name="test-bucket") + + assert len(w) == 1 + assert "does not implement locking mechanisms" in str(w[0].message) + assert issubclass(w[0].category, S3CacheLockingWarning) + + def test_construct_paths(self, s3_cache, input_key): + function_prefix = s3_cache._construct_function_prefix(input_key.function_key) + assert function_prefix == "test-prefix/functions/test_function" + + input_prefix = s3_cache._construct_input_prefix(input_key) + assert input_prefix == "test-prefix/functions/test_function/inputs/test_input" + + metadata_key = s3_cache._construct_metadata_key(input_key) + assert ( + metadata_key + == "test-prefix/functions/test_function/inputs/test_input/metadata.json" + ) + + metadata = {"serializer": {"extension": "pickle"}, "output_id": "output123"} + output_key = s3_cache._construct_output_key(input_key, metadata) + assert ( + output_key + == "test-prefix/functions/test_function/inputs/test_input/output123.pickle" + ) + + def test_exists_false(self, s3_cache, input_key): + assert s3_cache.exists(input_key) is False + + def test_exists_true(self, s3_cache, s3_client, input_key): + # Create metadata file + metadata = {"test": "value"} + s3_client.put_object( + Bucket="test-bucket", + Key="test-prefix/functions/test_function/inputs/test_input/metadata.json", + Body=json.dumps(metadata), + ContentType="application/json", + ) + + assert s3_cache.exists(input_key) is True + + def test_list_empty(self, s3_cache, function_key): + result = s3_cache.list(function_key) + assert result == [] + + def test_list_with_entries(self, s3_cache, s3_client, function_key): + # Create some metadata files to simulate cached entries + metadata = {"test": "value"} + for input_id in ["input1", "input2"]: + s3_client.put_object( + Bucket="test-bucket", + Key=f"test-prefix/functions/test_function/inputs/{input_id}/metadata.json", + Body=json.dumps(metadata), + ContentType="application/json", + ) + + result = s3_cache.list(function_key) + + assert len(result) == 2 + input_ids = {key.input_id for key in result} + assert input_ids == {"input1", "input2"} + assert all(key.function_id == "test_function" for key in result) + + def test_write_and_read_output(self, s3_cache, input_key): + output_bytes = b"test_output_data" + metadata = {"serializer": {"extension": "pickle"}, "output_id": "output123"} + + # Write output + s3_cache.write_output(output_bytes, metadata, input_key) + + # Read it back + result = s3_cache.read_output(metadata, input_key) + assert result == output_bytes + + def test_read_output_not_found(self, s3_cache, input_key): + metadata = {"serializer": {"extension": "pickle"}, "output_id": "output123"} + + with pytest.raises(InputKeyNotFoundError, match="Output not found"): + s3_cache.read_output(metadata, input_key) + + def test_dump_and_load_metadata(self, s3_cache, input_key): + metadata = {"test": "value", "number": 42} + + # Dump metadata + s3_cache.dump_metadata(metadata, input_key) + + # Load it back + result = s3_cache.load_metadata(input_key) + assert result == metadata + + def test_load_metadata_not_found(self, s3_cache, input_key): + with pytest.raises(InputKeyNotFoundError, match="Metadata not found"): + s3_cache.load_metadata(input_key) + + def test_evict(self, s3_cache, input_key): + # Create some files to evict + metadata = {"serializer": {"extension": "pickle"}, "output_id": "output123"} + s3_cache.dump_metadata(metadata, input_key) + s3_cache.write_output(b"test_data", metadata, input_key) + + # Verify files exist + assert s3_cache.exists(input_key) + + # Evict + s3_cache.evict(input_key) + + # Verify files are gone + assert not s3_cache.exists(input_key) + with pytest.raises(InputKeyNotFoundError): + s3_cache.read_output(metadata, input_key) + + def test_clear(self, s3_cache, function_key): + # Create entries for multiple inputs + for input_id in ["input1", "input2"]: + input_key = InputKey( + function_id=function_key.function_id, input_id=input_id + ) + metadata = {"serializer": {"extension": "pickle"}, "output_id": "output123"} + s3_cache.dump_metadata(metadata, input_key) + s3_cache.write_output(b"test_data", metadata, input_key) + + # Verify entries exist + entries = s3_cache.list(function_key) + assert len(entries) == 2 + + # Clear all + s3_cache.clear(function_key) + + # Verify all entries are gone + entries = s3_cache.list(function_key) + assert len(entries) == 0 + + def test_adopt(self, s3_cache): + from_key = FunctionKey(function_id="old_function") + to_key = FunctionKey(function_id="new_function") + + # Create entry for old function + input_key = InputKey(function_id=from_key.function_id, input_id="test_input") + metadata = {"serializer": {"extension": "pickle"}, "output_id": "output123"} + s3_cache.dump_metadata(metadata, input_key) + s3_cache.write_output(b"test_data", metadata, input_key) + + # Verify old function has entry + old_entries = s3_cache.list(from_key) + assert len(old_entries) == 1 + + # Verify new function has no entries + new_entries = s3_cache.list(to_key) + assert len(new_entries) == 0 + + # Adopt + s3_cache.adopt(from_key, to_key) + + # Verify old function has no entries + old_entries = s3_cache.list(from_key) + assert len(old_entries) == 0 + + # Verify new function has the entry + new_entries = s3_cache.list(to_key) + assert len(new_entries) == 1 + + # Verify the data was copied correctly + new_input_key = InputKey(function_id=to_key.function_id, input_id="test_input") + result_metadata = s3_cache.load_metadata(new_input_key) + result_output = s3_cache.read_output(result_metadata, new_input_key) + assert result_metadata == metadata + assert result_output == b"test_data" + + def test_get_output_path(self, s3_cache, input_key): + metadata = {"serializer": {"extension": "pickle"}, "output_id": "output123"} + s3_cache.dump_metadata(metadata, input_key) + + result = s3_cache.get_output_path(input_key) + + expected = "s3://test-bucket/test-prefix/functions/test_function/inputs/test_input/output123.pickle" + assert result == expected + + def test_get_output_path_not_found(self, s3_cache, input_key): + with pytest.raises(InputKeyNotFoundError, match="InputKey.*not found in cache"): + s3_cache.get_output_path(input_key) + + def test_update_last_accessed(self, s3_cache, input_key): + original_metadata = {"test": "value"} + s3_cache.dump_metadata(original_metadata, input_key) + + s3_cache.update_last_accessed(input_key) + + updated_metadata = s3_cache.load_metadata(input_key) + assert "last_accessed" in updated_metadata + assert updated_metadata["test"] == "value" # Original data preserved + + # Verify timestamp format + timestamp_str = updated_metadata["last_accessed"] + parsed_timestamp = datetime.datetime.fromisoformat(timestamp_str) + assert isinstance(parsed_timestamp, datetime.datetime) + + def test_get_last_accessed_with_timestamp(self, s3_cache, input_key): + timestamp = "2023-01-01T12:00:00+00:00" + metadata = {"last_accessed": timestamp} + s3_cache.dump_metadata(metadata, input_key) + + result = s3_cache.get_last_accessed(input_key) + + expected = datetime.datetime.fromisoformat(timestamp) + assert result == expected + + def test_get_last_accessed_no_timestamp(self, s3_cache, input_key): + metadata = {"test": "value"} + s3_cache.dump_metadata(metadata, input_key) + + result = s3_cache.get_last_accessed(input_key) + + assert result is None + + def test_integration_with_cacheable_pattern(self, s3_cache): + """Test that demonstrates how S3Cache would work with the cacheable decorator pattern.""" + # This simulates what the cacheable decorator would do + function_key = FunctionKey(function_id="my_function") + input_key = InputKey(function_id="my_function", input_id="abc123") + + # Simulate caching a function result + output_data = b"function_result_data" + metadata = { + "serializer": {"extension": "pickle"}, + "output_id": "result456", + "cached_at": datetime.datetime.now(datetime.timezone.utc).isoformat(), + } + + # Write to cache (what decorator would do on first call) + s3_cache.write(output_data, metadata, input_key) + + # Check if cached (what decorator would check) + assert s3_cache.exists(input_key) + + # Read from cache (what decorator would do on subsequent calls) + cached_data = s3_cache.read(input_key) + assert cached_data == output_data + + # List cached entries + entries = s3_cache.list(function_key) + assert len(entries) == 1 + assert entries[0].input_id == "abc123" diff --git a/uv.lock b/uv.lock index 0a861ce..570afe5 100644 --- a/uv.lock +++ b/uv.lock @@ -42,6 +42,34 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/a0/59/76ab57e3fe74484f48a53f8e337171b4a2349e506eabe136d7e01d059086/backports_asyncio_runner-1.2.0-py3-none-any.whl", hash = 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