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fix: Add DynamoDB connection pre-warming, fix mypy TorchTensor type alias, and fix CI mcp pin mismatch by nithin42 · Pull Request #6710 · feast-dev/feast · GitHub

/ feast Public

fix: Add DynamoDB connection pre-warming, fix mypy TorchTensor type alias, and fix CI mcp pin mismatch #6710

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fix: Add DynamoDB connection pre-warming, fix mypy TorchTensor type alias, and fix CI mcp pin mismatch #6710

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2 changes: 1 addition & 1 deletion pyproject.toml
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Expand Up @@ -179,7 +179,7 @@ ci = [
"moto<5",
"mypy>=1.4.1,<1.11.3",
"urllib3>=2.6.3,<3",
"psutil==5.9.0",
"psutil>=5.9.0",
"pytest-cov",
"Sphinx>4.0.0,<7",
"sqlglot[rs]>=23.4",
Expand Down
11 changes: 10 additions & 1 deletion sdk/python/feast/infra/online_stores/dynamodb.py
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Expand Up @@ -76,6 +76,9 @@ class DynamoDBOnlineStoreConfig(FeastConfigBaseModel):
consistent_reads: StrictBool = False
"""Whether to read from Dynamodb by forcing consistent reads"""

warmup_connections: StrictBool = False
"""Whether to warm up the connection pool with a lightweight call on initialization"""

tags: Union[Dict[str, str], None] = None
"""AWS resource tags added to each table"""

Expand Down Expand Up @@ -146,7 +149,7 @@ def __init__(self):
async def initialize(self, config: RepoConfig):
online_config = config.online_store

await self._get_aiodynamodb_client(
client = await self._get_aiodynamodb_client(
online_config.region,
online_config.max_pool_connections,
online_config.keepalive_timeout,
Expand All @@ -157,6 +160,12 @@ async def initialize(self, config: RepoConfig):
online_config.endpoint_url,
)

if online_config.warmup_connections:
try:
await client.describe_limits()
except Exception:
logger.warning("Failed to warmup DynamoDB connection pool", exc_info=True)

async def close(self):
await self._aiodynamodb_close()

Expand Down
7 changes: 3 additions & 4 deletions sdk/python/feast/online_response.py
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Expand Up @@ -13,7 +13,7 @@
# limitations under the License.

import uuid as uuid_module
from typing import TYPE_CHECKING, Any, Dict, List, Optional, TypeAlias, Union
from typing import TYPE_CHECKING, Any, Dict, List, Optional, Union

import pandas as pd
import pyarrow as pa
Expand All @@ -26,10 +26,9 @@

if TYPE_CHECKING:
import torch

TorchTensor: TypeAlias = torch.Tensor
from torch import Tensor as TorchTensor
else:
TorchTensor: TypeAlias = Any
TorchTensor = Any

TIMESTAMP_POSTFIX: str = "__ts"

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10 changes: 3 additions & 7 deletions sdk/python/requirements/py3.10-ci-requirements.txt
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Expand Up @@ -2796,14 +2796,10 @@ matplotlib-inline==0.2.2 \
# via
# ipykernel
# ipython
mcp==2.0.0 \
--hash=sha256:0f440e735c13ece8bb19bc62cf0b86f4313448432fbb77d35e14034f4e050728 \
--hash=sha256:1cb4c75d2d2c7b8c1d756355e5d82a39f2822cc7f13e22a2051d7ca3592349d6
mcp==1.29.0 \
--hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
--hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
# via fastapi-mcp
mcp-types==2.0.0 \
--hash=sha256:6b2de797ca2797f568b79529e1b25948e34de511bcc0bd82fef1039a6d1b8eb0 \
--hash=sha256:d7d939b9285c9961ae8866ba75ef85da34d12bafe276efbf4eb6a131786d8379
# via mcp
mdurl==0.1.2 \
--hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
--hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
Expand Down
10 changes: 3 additions & 7 deletions sdk/python/requirements/py3.10-minimal-requirements.txt
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Expand Up @@ -1367,14 +1367,10 @@ markupsafe==3.0.3 \
--hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
--hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
# via jinja2
mcp==2.0.0 \
--hash=sha256:0f440e735c13ece8bb19bc62cf0b86f4313448432fbb77d35e14034f4e050728 \
--hash=sha256:1cb4c75d2d2c7b8c1d756355e5d82a39f2822cc7f13e22a2051d7ca3592349d6
mcp==1.29.0 \
--hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
--hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
# via fastapi-mcp
mcp-types==2.0.0 \
--hash=sha256:6b2de797ca2797f568b79529e1b25948e34de511bcc0bd82fef1039a6d1b8eb0 \
--hash=sha256:d7d939b9285c9961ae8866ba75ef85da34d12bafe276efbf4eb6a131786d8379
# via mcp
mdurl==0.1.2 \
--hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
--hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
Expand Down
10 changes: 3 additions & 7 deletions sdk/python/requirements/py3.10-minimal-sdist-requirements.txt
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Expand Up @@ -1544,14 +1544,10 @@ markupsafe==3.0.3 \
--hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
--hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
# via jinja2
mcp==2.0.0 \
--hash=sha256:0f440e735c13ece8bb19bc62cf0b86f4313448432fbb77d35e14034f4e050728 \
--hash=sha256:1cb4c75d2d2c7b8c1d756355e5d82a39f2822cc7f13e22a2051d7ca3592349d6
mcp==1.29.0 \
--hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
--hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
# via fastapi-mcp
mcp-types==2.0.0 \
--hash=sha256:6b2de797ca2797f568b79529e1b25948e34de511bcc0bd82fef1039a6d1b8eb0 \
--hash=sha256:d7d939b9285c9961ae8866ba75ef85da34d12bafe276efbf4eb6a131786d8379
# via mcp
mdurl==0.1.2 \
--hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
--hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
Expand Down
10 changes: 3 additions & 7 deletions sdk/python/requirements/py3.11-ci-requirements.txt
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Expand Up @@ -2896,14 +2896,10 @@ matplotlib-inline==0.2.2 \
# via
# ipykernel
# ipython
mcp==2.0.0 \
--hash=sha256:0f440e735c13ece8bb19bc62cf0b86f4313448432fbb77d35e14034f4e050728 \
--hash=sha256:1cb4c75d2d2c7b8c1d756355e5d82a39f2822cc7f13e22a2051d7ca3592349d6
mcp==1.29.0 \
--hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
--hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
# via fastapi-mcp
mcp-types==2.0.0 \
--hash=sha256:6b2de797ca2797f568b79529e1b25948e34de511bcc0bd82fef1039a6d1b8eb0 \
--hash=sha256:d7d939b9285c9961ae8866ba75ef85da34d12bafe276efbf4eb6a131786d8379
# via mcp
mdurl==0.1.2 \
--hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
--hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
Expand Down
10 changes: 3 additions & 7 deletions sdk/python/requirements/py3.11-minimal-requirements.txt
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Expand Up @@ -1361,14 +1361,10 @@ markupsafe==3.0.3 \
--hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
--hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
# via jinja2
mcp==2.0.0 \
--hash=sha256:0f440e735c13ece8bb19bc62cf0b86f4313448432fbb77d35e14034f4e050728 \
--hash=sha256:1cb4c75d2d2c7b8c1d756355e5d82a39f2822cc7f13e22a2051d7ca3592349d6
mcp==1.29.0 \
--hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
--hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
# via fastapi-mcp
mcp-types==2.0.0 \
--hash=sha256:6b2de797ca2797f568b79529e1b25948e34de511bcc0bd82fef1039a6d1b8eb0 \
--hash=sha256:d7d939b9285c9961ae8866ba75ef85da34d12bafe276efbf4eb6a131786d8379
# via mcp
mdurl==0.1.2 \
--hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
--hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
Expand Down
10 changes: 3 additions & 7 deletions sdk/python/requirements/py3.11-minimal-sdist-requirements.txt
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Expand Up @@ -1536,14 +1536,10 @@ markupsafe==3.0.3 \
--hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
--hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
# via jinja2
mcp==2.0.0 \
--hash=sha256:0f440e735c13ece8bb19bc62cf0b86f4313448432fbb77d35e14034f4e050728 \
--hash=sha256:1cb4c75d2d2c7b8c1d756355e5d82a39f2822cc7f13e22a2051d7ca3592349d6
mcp==1.29.0 \
--hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
--hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
# via fastapi-mcp
mcp-types==2.0.0 \
--hash=sha256:6b2de797ca2797f568b79529e1b25948e34de511bcc0bd82fef1039a6d1b8eb0 \
--hash=sha256:d7d939b9285c9961ae8866ba75ef85da34d12bafe276efbf4eb6a131786d8379
# via mcp
mdurl==0.1.2 \
--hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
--hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
Expand Down
10 changes: 3 additions & 7 deletions sdk/python/requirements/py3.12-ci-requirements.txt
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Expand Up @@ -2905,14 +2905,10 @@ matplotlib-inline==0.2.2 \
# via
# ipykernel
# ipython
mcp==2.0.0 \
--hash=sha256:0f440e735c13ece8bb19bc62cf0b86f4313448432fbb77d35e14034f4e050728 \
--hash=sha256:1cb4c75d2d2c7b8c1d756355e5d82a39f2822cc7f13e22a2051d7ca3592349d6
mcp==1.29.0 \
--hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
--hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
# via fastapi-mcp
mcp-types==2.0.0 \
--hash=sha256:6b2de797ca2797f568b79529e1b25948e34de511bcc0bd82fef1039a6d1b8eb0 \
--hash=sha256:d7d939b9285c9961ae8866ba75ef85da34d12bafe276efbf4eb6a131786d8379
# via mcp
mdurl==0.1.2 \
--hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
--hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
Expand Down
10 changes: 3 additions & 7 deletions sdk/python/requirements/py3.12-minimal-requirements.txt
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Expand Up @@ -1353,14 +1353,10 @@ markupsafe==3.0.3 \
--hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
--hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
# via jinja2
mcp==2.0.0 \
--hash=sha256:0f440e735c13ece8bb19bc62cf0b86f4313448432fbb77d35e14034f4e050728 \
--hash=sha256:1cb4c75d2d2c7b8c1d756355e5d82a39f2822cc7f13e22a2051d7ca3592349d6
mcp==1.29.0 \
--hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
--hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
# via fastapi-mcp
mcp-types==2.0.0 \
--hash=sha256:6b2de797ca2797f568b79529e1b25948e34de511bcc0bd82fef1039a6d1b8eb0 \
--hash=sha256:d7d939b9285c9961ae8866ba75ef85da34d12bafe276efbf4eb6a131786d8379
# via mcp
mdurl==0.1.2 \
--hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
--hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
Expand Down
10 changes: 3 additions & 7 deletions sdk/python/requirements/py3.12-minimal-sdist-requirements.txt
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Expand Up @@ -1528,14 +1528,10 @@ markupsafe==3.0.3 \
--hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
--hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
# via jinja2
mcp==2.0.0 \
--hash=sha256:0f440e735c13ece8bb19bc62cf0b86f4313448432fbb77d35e14034f4e050728 \
--hash=sha256:1cb4c75d2d2c7b8c1d756355e5d82a39f2822cc7f13e22a2051d7ca3592349d6
mcp==1.29.0 \
--hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
--hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
# via fastapi-mcp
mcp-types==2.0.0 \
--hash=sha256:6b2de797ca2797f568b79529e1b25948e34de511bcc0bd82fef1039a6d1b8eb0 \
--hash=sha256:d7d939b9285c9961ae8866ba75ef85da34d12bafe276efbf4eb6a131786d8379
# via mcp
mdurl==0.1.2 \
--hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
--hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
Expand Down
41 changes: 41 additions & 0 deletions sdk/python/tests/unit/infra/online_store/test_dynamodb_online_store.py
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Expand Up @@ -75,6 +75,7 @@ def test_dynamodb_online_store_config_default():
assert dynamodb_store_config.read_timeout == 10
assert dynamodb_store_config.total_max_retry_attempts == 3
assert dynamodb_store_config.retry_mode == "adaptive"
assert dynamodb_store_config.warmup_connections is False


def test_dynamodb_online_store_config_custom_params():
Expand All @@ -88,12 +89,52 @@ def test_dynamodb_online_store_config_custom_params():
batch_size=batch_size,
endpoint_url=endpoint_url,
table_name_template=table_name_template,
warmup_connections=True,
)
assert dynamodb_store_config.type == "dynamodb"
assert dynamodb_store_config.batch_size == batch_size
assert dynamodb_store_config.endpoint_url == endpoint_url
assert dynamodb_store_config.region == aws_region
assert dynamodb_store_config.table_name_template == table_name_template
assert dynamodb_store_config.warmup_connections is True


@pytest.mark.asyncio
async def test_dynamodb_online_store_warmup_connections():
"""Test DynamoDBOnlineStore warmup connections in initialize method."""
from unittest.mock import AsyncMock

online_store = DynamoDBOnlineStore()

# Mock _get_aiodynamodb_client to return a mock client
mock_client = AsyncMock()
mock_client.describe_limits = AsyncMock()
online_store._get_aiodynamodb_client = AsyncMock(return_value=mock_client)

# Test case 1: warmup_connections=True
config_warmup = RepoConfig(
registry=REGISTRY,
project=PROJECT,
provider=PROVIDER,
online_store=DynamoDBOnlineStoreConfig(region=REGION, warmup_connections=True),
offline_store=DaskOfflineStoreConfig(),
entity_key_serialization_version=3,
)
await online_store.initialize(config_warmup)
mock_client.describe_limits.assert_called_once()

# Test case 2: warmup_connections=False
mock_client.describe_limits.reset_mock()
config_no_warmup = RepoConfig(
registry=REGISTRY,
project=PROJECT,
provider=PROVIDER,
online_store=DynamoDBOnlineStoreConfig(region=REGION, warmup_connections=False),
offline_store=DaskOfflineStoreConfig(),
entity_key_serialization_version=3,
)
await online_store.initialize(config_no_warmup)
mock_client.describe_limits.assert_not_called()


def test_dynamodb_online_store_config_dynamodb_client(dynamodb_online_store):
Expand Down
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