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fix: Implements connection pool for postgres online store #3633

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merged 8 commits into from
Jun 4, 2023

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Natan16
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@Natan16 Natan16 commented May 18, 2023

What this PR does / why we need it:
When using a postgres online store, there's a chance the single connection times-out due to inactivity, so we get:
InterfaceError
connection already closed
The mainstream solution for that is implementing a connection pool with psycopg in order to guanratee the connections to the database are managed correctly.

Which issue(s) this PR fixes:
#3611

Fixes #

@@ -13,26 +14,28 @@
from feast.feature_view import FeatureView
from feast.infra.key_encoding_utils import serialize_entity_key
from feast.infra.online_stores.online_store import OnlineStore
from feast.infra.utils.postgres.connection_utils import _get_conn
from feast.infra.utils.postgres.connection_utils import _get_connection_pool
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We are forcing pool connection by default, we should leave it configurable by the user (he should choose the connection time that will be used), force pool connection in small project will be "expensive" (unnecessary resource usage).

My suggestion would be to let the user choose the connection type, not pool by default and the projects that need pool define it as pool

@@ -6,6 +6,8 @@


class PostgreSQLConfig(FeastConfigBaseModel):
min_conn: int = 1
max_conn: int = 10
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create a connection definition variable that will be used from _get_conn()

e.g:

type_conn: str = "normal" # or "pool"

@Natan16 Natan16 changed the title Implements connection pool for postgres online store fix: Implements connection pool for postgres online store May 18, 2023
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Natan16 commented May 22, 2023

Ok, I added back the possibility to use a single connection, now with the parameter keepalives_idle in case the database is configured to drop idle connections. 0 uses system default.

@avelino
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avelino commented May 22, 2023

Ok, I added back the possibility to use a single connection, now with the parameter keepalives_idle in case the database is configured to drop idle connections. 0 uses the system default.

@Natan16 great, I think it is important to write a unit test to validate the behavior that was implemented

@adchia are we going in the best direction for the project?

Natan Viana added 5 commits June 3, 2023 18:15
Signed-off-by: Natan Viana <natan.viana@buser.com.br>
Signed-off-by: Natan Viana <natan.viana@buser.com.br>
Signed-off-by: Natan Viana <natan.viana@buser.com.br>
Signed-off-by: Natan Viana <natan.viana@buser.com.br>
Signed-off-by: Natan Viana <natan.viana@buser.com.br>
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/lgtm

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[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: felixwang9817, Natan16

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Signed-off-by: Felix Wang <wangfelix98@gmail.com>
@feast-ci-bot feast-ci-bot removed the lgtm label Jun 4, 2023
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New changes are detected. LGTM label has been removed.

Signed-off-by: Felix Wang <wangfelix98@gmail.com>
Signed-off-by: Felix Wang <wangfelix98@gmail.com>
@felixwang9817 felixwang9817 merged commit 059509a into feast-dev:master Jun 4, 2023
felixwang9817 pushed a commit that referenced this pull request Jul 17, 2023
# [0.32.0](v0.31.0...v0.32.0) (2023-07-17)

### Bug Fixes

* Added generic Feature store Creation for CLI ([#3618](#3618)) ([bf740d2](bf740d2))
* Broken non-root path with projects-list.json ([#3665](#3665)) ([4861af0](4861af0))
* Clean up snowflake to_spark_df() ([#3607](#3607)) ([e8e643e](e8e643e))
* Entityless fv breaks with `KeyError: __dummy` applying feature_store.plan() on python ([#3640](#3640)) ([ef4ef32](ef4ef32))
* Fix scan datasize to 0 for inference schema ([#3628](#3628)) ([c3dd74e](c3dd74e))
* Fix timestamp consistency in push api ([#3614](#3614)) ([9b227d7](9b227d7))
* For SQL registry, increase max data_source_name length to 255 ([#3630](#3630)) ([478caec](478caec))
* Implements connection pool for postgres online store ([#3633](#3633)) ([059509a](059509a))
* Manage redis pipe's context ([#3655](#3655)) ([48e0971](48e0971))
* Missing Catalog argument in athena connector ([#3661](#3661)) ([f6d3caf](f6d3caf))
* Optimize bytes processed when retrieving entity df schema to 0 ([#3680](#3680)) ([1c01035](1c01035))

### Features

* Add gunicorn for serve with multiprocess ([#3636](#3636)) ([4de7faf](4de7faf))
* Use string as a substitute for unregistered types during schema inference ([#3646](#3646)) ([c474ccd](c474ccd))
Manisha4 added a commit to ExpediaGroup/feast that referenced this pull request Aug 11, 2023
* ci: Add bigtable cleanup script

Signed-off-by: Danny C <d.chiao@gmail.com>

* fix: Missing Catalog argument in athena connector (feast-dev#3661)

update Catalog argument in athena connector

Signed-off-by: Gyumin Lee <t1100394@T1100394PM01.local>
Co-authored-by: Gyumin Lee <t1100394@T1100394PM01.local>

* ci: Disable flaky lambda materialization test

Signed-off-by: Danny C <d.chiao@gmail.com>

* fix: Broken non-root path with projects-list.json (feast-dev#3665)

ensure correct precedence with the two operators

Signed-off-by: Ben Fletcher <ben.fletcher@ft.com>

* fix: Manage redis pipe's context (feast-dev#3655)

Signed-off-by: Jiwon Park <bakjeeone@hotmail.com>

* chore: Bump tough-cookie from 4.0.0 to 4.1.3 in /sdk/python/feast/ui (feast-dev#3677)

Bumps [tough-cookie](https://github.com/salesforce/tough-cookie) from 4.0.0 to 4.1.3.
- [Release notes](https://github.com/salesforce/tough-cookie/releases)
- [Changelog](https://github.com/salesforce/tough-cookie/blob/master/CHANGELOG.md)
- [Commits](salesforce/tough-cookie@v4.0.0...v4.1.3)

---
updated-dependencies:
- dependency-name: tough-cookie
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* chore: Bump tough-cookie from 4.0.0 to 4.1.3 in /ui (feast-dev#3676)

Bumps [tough-cookie](https://github.com/salesforce/tough-cookie) from 4.0.0 to 4.1.3.
- [Release notes](https://github.com/salesforce/tough-cookie/releases)
- [Changelog](https://github.com/salesforce/tough-cookie/blob/master/CHANGELOG.md)
- [Commits](salesforce/tough-cookie@v4.0.0...v4.1.3)

---
updated-dependencies:
- dependency-name: tough-cookie
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* fix: For SQL registry, increase max data_source_name length to 255 (feast-dev#3630)

* sql.py data_sources.data_source_name String(255)

Extend the limit of the data_source_name field from 50 to 255.

Signed-off-by: Ross Donnachie <code@radonn.co.za>

* fix: Optimize bytes processed when retrieving entity df schema to 0 (feast-dev#3680)

feat: Optimize bytes processed when retrieving entity df schema to 0

Signed-off-by: Hai Nguyen <quanghai.ng1512@gmail.com>

* fix: Entityless fv breaks with `KeyError: __dummy` applying feature_store.plan() on python (feast-dev#3640)

* fix! KeyError: __dummy on entityless fv

Signed-off-by: williamfoschiera <william.foschiera@buser.com.br>

* fix! join_keys typing.

Signed-off-by: williamfoschiera <william.foschiera@buser.com.br>

---------

Signed-off-by: williamfoschiera <william.foschiera@buser.com.br>
Co-authored-by: williamfoschiera <william.foschiera@buser.com.br>

* chore: Bump protobufjs from 7.1.1 to 7.2.4 in /ui (feast-dev#3674)

Bumps [protobufjs](https://github.com/protobufjs/protobuf.js) from 7.1.1 to 7.2.4.
- [Release notes](https://github.com/protobufjs/protobuf.js/releases)
- [Changelog](https://github.com/protobufjs/protobuf.js/blob/master/CHANGELOG.md)
- [Commits](protobufjs/protobuf.js@protobufjs-v7.1.1...protobufjs-v7.2.4)

---
updated-dependencies:
- dependency-name: protobufjs
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* chore: Bump protobufjs from 7.1.2 to 7.2.4 in /sdk/python/feast/ui (feast-dev#3675)

Bumps [protobufjs](https://github.com/protobufjs/protobuf.js) from 7.1.2 to 7.2.4.
- [Release notes](https://github.com/protobufjs/protobuf.js/releases)
- [Changelog](https://github.com/protobufjs/protobuf.js/blob/master/CHANGELOG.md)
- [Commits](protobufjs/protobuf.js@protobufjs-v7.1.2...protobufjs-v7.2.4)

---
updated-dependencies:
- dependency-name: protobufjs
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* chore: Bump semver from 6.3.0 to 6.3.1 in /ui (feast-dev#3678)

Bumps [semver](https://github.com/npm/node-semver) from 6.3.0 to 6.3.1.
- [Release notes](https://github.com/npm/node-semver/releases)
- [Changelog](https://github.com/npm/node-semver/blob/v6.3.1/CHANGELOG.md)
- [Commits](npm/node-semver@v6.3.0...v6.3.1)

---
updated-dependencies:
- dependency-name: semver
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* chore: Bump semver from 6.3.0 to 6.3.1 in /sdk/python/feast/ui (feast-dev#3679)

Bumps [semver](https://github.com/npm/node-semver) from 6.3.0 to 6.3.1.
- [Release notes](https://github.com/npm/node-semver/releases)
- [Changelog](https://github.com/npm/node-semver/blob/v6.3.1/CHANGELOG.md)
- [Commits](npm/node-semver@v6.3.0...v6.3.1)

---
updated-dependencies:
- dependency-name: semver
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* chore: Bump google.golang.org/grpc from 1.47.0 to 1.53.0 (feast-dev#3670)

Bumps [google.golang.org/grpc](https://github.com/grpc/grpc-go) from 1.47.0 to 1.53.0.
- [Release notes](https://github.com/grpc/grpc-go/releases)
- [Commits](grpc/grpc-go@v1.47.0...v1.53.0)

---
updated-dependencies:
- dependency-name: google.golang.org/grpc
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* chore(release): release 0.32.0

# [0.32.0](feast-dev/feast@v0.31.0...v0.32.0) (2023-07-17)

### Bug Fixes

* Added generic Feature store Creation for CLI ([feast-dev#3618](feast-dev#3618)) ([bf740d2](feast-dev@bf740d2))
* Broken non-root path with projects-list.json ([feast-dev#3665](feast-dev#3665)) ([4861af0](feast-dev@4861af0))
* Clean up snowflake to_spark_df() ([feast-dev#3607](feast-dev#3607)) ([e8e643e](feast-dev@e8e643e))
* Entityless fv breaks with `KeyError: __dummy` applying feature_store.plan() on python ([feast-dev#3640](feast-dev#3640)) ([ef4ef32](feast-dev@ef4ef32))
* Fix scan datasize to 0 for inference schema ([feast-dev#3628](feast-dev#3628)) ([c3dd74e](feast-dev@c3dd74e))
* Fix timestamp consistency in push api ([feast-dev#3614](feast-dev#3614)) ([9b227d7](feast-dev@9b227d7))
* For SQL registry, increase max data_source_name length to 255 ([feast-dev#3630](feast-dev#3630)) ([478caec](feast-dev@478caec))
* Implements connection pool for postgres online store ([feast-dev#3633](feast-dev#3633)) ([059509a](feast-dev@059509a))
* Manage redis pipe's context ([feast-dev#3655](feast-dev#3655)) ([48e0971](feast-dev@48e0971))
* Missing Catalog argument in athena connector ([feast-dev#3661](feast-dev#3661)) ([f6d3caf](feast-dev@f6d3caf))
* Optimize bytes processed when retrieving entity df schema to 0 ([feast-dev#3680](feast-dev#3680)) ([1c01035](feast-dev@1c01035))

### Features

* Add gunicorn for serve with multiprocess ([feast-dev#3636](feast-dev#3636)) ([4de7faf](feast-dev@4de7faf))
* Use string as a substitute for unregistered types during schema inference ([feast-dev#3646](feast-dev#3646)) ([c474ccd](feast-dev@c474ccd))

* fix: Redshift push ignores schema (feast-dev#3671)

* Add fully-qualified-table-name Redshift prop

Signed-off-by: Robin Neufeld <metavee@users.noreply.github.com>

* pre-commit

Signed-off-by: Robin Neufeld <metavee@users.noreply.github.com>

* Docstring

Signed-off-by: Robin Neufeld <metavee@users.noreply.github.com>

* Test fully_qualified_table_name

Signed-off-by: Robin Neufeld <metavee@users.noreply.github.com>

* Simplify logic

Signed-off-by: Robin Neufeld <metavee@users.noreply.github.com>

* pre-commit

Signed-off-by: Robin Neufeld <metavee@users.noreply.github.com>

* pre-commit

Signed-off-by: Robin Neufeld <metavee@users.noreply.github.com>

* Test offline_write_batch

Signed-off-by: Robin Neufeld <metavee@users.noreply.github.com>

* Bump to trigger CI

Signed-off-by: Robin Neufeld <metavee@users.noreply.github.com>

* another bump for ci

Signed-off-by: Robin Neufeld <metavee@users.noreply.github.com>

---------

Signed-off-by: Robin Neufeld <metavee@users.noreply.github.com>

* fix: Add aws-sts dependency in java sdk so that S3 client acquires IRSA role (feast-dev#3696)

Add aws-sts dependency in java sdk

Signed-off-by: harmeet-singh-discovery <harmeet_singh@discovery.com>

* Adding initial update changes

* Added formatting changes

* Revert "Merge branch 'feast-dev:master' into msudhir/add-vector-update-functionality"

This reverts commit 8487678, reversing
changes made to 0578b9b.

* Added more tests and functionality

* updating tests

* updated functionality and added more tests

* correcting a test case

* Making formatting corrections and changeing log

* Improved tests and added functionality to convert feast schema to milvus readable schema

* Added PR Review comments

* Fixed failing test

---------

Signed-off-by: Danny C <d.chiao@gmail.com>
Signed-off-by: Gyumin Lee <t1100394@T1100394PM01.local>
Signed-off-by: Ben Fletcher <ben.fletcher@ft.com>
Signed-off-by: Jiwon Park <bakjeeone@hotmail.com>
Signed-off-by: dependabot[bot] <support@github.com>
Signed-off-by: Ross Donnachie <code@radonn.co.za>
Signed-off-by: Hai Nguyen <quanghai.ng1512@gmail.com>
Signed-off-by: williamfoschiera <william.foschiera@buser.com.br>
Signed-off-by: Robin Neufeld <metavee@users.noreply.github.com>
Signed-off-by: harmeet-singh-discovery <harmeet_singh@discovery.com>
Co-authored-by: Danny C <d.chiao@gmail.com>
Co-authored-by: 이규민 <32768535+GyuminJack@users.noreply.github.com>
Co-authored-by: Gyumin Lee <t1100394@T1100394PM01.local>
Co-authored-by: Ben Fletcher <bjfletcher@gmail.com>
Co-authored-by: Jiwon Park <bakjeeone@hotmail.com>
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Co-authored-by: Ross Donnachie <code@radonn.co.za>
Co-authored-by: Harry <quanghai.ng1512@gmail.com>
Co-authored-by: William Foschiera <wfoschiera@gmail.com>
Co-authored-by: williamfoschiera <william.foschiera@buser.com.br>
Co-authored-by: feast-ci-bot <feast-ci-bot@willem.co>
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Co-authored-by: harmeet-singh-discovery <95894926+harmeet-singh-discovery@users.noreply.github.com>
Co-authored-by: Manisha Sudhir <msudhir@expediagroup.com>
zseta pushed a commit to zseta/feast that referenced this pull request Feb 7, 2024
# [0.32.0](feast-dev/feast@v0.31.0...v0.32.0) (2023-07-17)

### Bug Fixes

* Added generic Feature store Creation for CLI ([feast-dev#3618](feast-dev#3618)) ([bf740d2](feast-dev@bf740d2))
* Broken non-root path with projects-list.json ([feast-dev#3665](feast-dev#3665)) ([4861af0](feast-dev@4861af0))
* Clean up snowflake to_spark_df() ([feast-dev#3607](feast-dev#3607)) ([e8e643e](feast-dev@e8e643e))
* Entityless fv breaks with `KeyError: __dummy` applying feature_store.plan() on python ([feast-dev#3640](feast-dev#3640)) ([ef4ef32](feast-dev@ef4ef32))
* Fix scan datasize to 0 for inference schema ([feast-dev#3628](feast-dev#3628)) ([c3dd74e](feast-dev@c3dd74e))
* Fix timestamp consistency in push api ([feast-dev#3614](feast-dev#3614)) ([9b227d7](feast-dev@9b227d7))
* For SQL registry, increase max data_source_name length to 255 ([feast-dev#3630](feast-dev#3630)) ([478caec](feast-dev@478caec))
* Implements connection pool for postgres online store ([feast-dev#3633](feast-dev#3633)) ([059509a](feast-dev@059509a))
* Manage redis pipe's context ([feast-dev#3655](feast-dev#3655)) ([48e0971](feast-dev@48e0971))
* Missing Catalog argument in athena connector ([feast-dev#3661](feast-dev#3661)) ([f6d3caf](feast-dev@f6d3caf))
* Optimize bytes processed when retrieving entity df schema to 0 ([feast-dev#3680](feast-dev#3680)) ([1c01035](feast-dev@1c01035))

### Features

* Add gunicorn for serve with multiprocess ([feast-dev#3636](feast-dev#3636)) ([4de7faf](feast-dev@4de7faf))
* Use string as a substitute for unregistered types during schema inference ([feast-dev#3646](feast-dev#3646)) ([c474ccd](feast-dev@c474ccd))

Signed-off-by: Attila Toth <hello@attilatoth.dev>
zerafachris pushed a commit to zerafachris/feast that referenced this pull request Mar 5, 2024
…3633)

* Implements connection pool for postgres online store

Signed-off-by: Natan Viana <natan.viana@buser.com.br>

* Connection type configurable

Signed-off-by: Natan Viana <natan.viana@buser.com.br>

* Postgres online store with connection type configurable

Signed-off-by: Natan Viana <natan.viana@buser.com.br>

* Fix imports

Signed-off-by: Natan Viana <natan.viana@buser.com.br>

* Writes integration test to validate postgres connection pool

Signed-off-by: Natan Viana <natan.viana@buser.com.br>

* Fix

Signed-off-by: Felix Wang <wangfelix98@gmail.com>

* Fix

Signed-off-by: Felix Wang <wangfelix98@gmail.com>

* Fix

Signed-off-by: Felix Wang <wangfelix98@gmail.com>

---------

Signed-off-by: Natan Viana <natan.viana@buser.com.br>
Signed-off-by: Felix Wang <wangfelix98@gmail.com>
Co-authored-by: Natan Viana <natan.viana@buser.com.br>
Co-authored-by: Felix Wang <wangfelix98@gmail.com>
Signed-off-by: zerafachris PERSONAL <zerafachris@gmail.com>
zerafachris pushed a commit to zerafachris/feast that referenced this pull request Mar 5, 2024
# [0.32.0](feast-dev/feast@v0.31.0...v0.32.0) (2023-07-17)

### Bug Fixes

* Added generic Feature store Creation for CLI ([feast-dev#3618](feast-dev#3618)) ([bf740d2](feast-dev@bf740d2))
* Broken non-root path with projects-list.json ([feast-dev#3665](feast-dev#3665)) ([4861af0](feast-dev@4861af0))
* Clean up snowflake to_spark_df() ([feast-dev#3607](feast-dev#3607)) ([e8e643e](feast-dev@e8e643e))
* Entityless fv breaks with `KeyError: __dummy` applying feature_store.plan() on python ([feast-dev#3640](feast-dev#3640)) ([ef4ef32](feast-dev@ef4ef32))
* Fix scan datasize to 0 for inference schema ([feast-dev#3628](feast-dev#3628)) ([c3dd74e](feast-dev@c3dd74e))
* Fix timestamp consistency in push api ([feast-dev#3614](feast-dev#3614)) ([9b227d7](feast-dev@9b227d7))
* For SQL registry, increase max data_source_name length to 255 ([feast-dev#3630](feast-dev#3630)) ([478caec](feast-dev@478caec))
* Implements connection pool for postgres online store ([feast-dev#3633](feast-dev#3633)) ([059509a](feast-dev@059509a))
* Manage redis pipe's context ([feast-dev#3655](feast-dev#3655)) ([48e0971](feast-dev@48e0971))
* Missing Catalog argument in athena connector ([feast-dev#3661](feast-dev#3661)) ([f6d3caf](feast-dev@f6d3caf))
* Optimize bytes processed when retrieving entity df schema to 0 ([feast-dev#3680](feast-dev#3680)) ([1c01035](feast-dev@1c01035))

### Features

* Add gunicorn for serve with multiprocess ([feast-dev#3636](feast-dev#3636)) ([4de7faf](feast-dev@4de7faf))
* Use string as a substitute for unregistered types during schema inference ([feast-dev#3646](feast-dev#3646)) ([c474ccd](feast-dev@c474ccd))

Signed-off-by: zerafachris PERSONAL <zerafachris@gmail.com>
EXPEbdodla pushed a commit to ExpediaGroup/feast that referenced this pull request Jun 10, 2024
# [0.32.0](feast-dev/feast@v0.31.0...v0.32.0) (2023-07-17)

### Bug Fixes

* Added generic Feature store Creation for CLI ([feast-dev#3618](feast-dev#3618)) ([bf740d2](feast-dev@bf740d2))
* Broken non-root path with projects-list.json ([feast-dev#3665](feast-dev#3665)) ([4861af0](feast-dev@4861af0))
* Clean up snowflake to_spark_df() ([feast-dev#3607](feast-dev#3607)) ([e8e643e](feast-dev@e8e643e))
* Entityless fv breaks with `KeyError: __dummy` applying feature_store.plan() on python ([feast-dev#3640](feast-dev#3640)) ([ef4ef32](feast-dev@ef4ef32))
* Fix scan datasize to 0 for inference schema ([feast-dev#3628](feast-dev#3628)) ([c3dd74e](feast-dev@c3dd74e))
* Fix timestamp consistency in push api ([feast-dev#3614](feast-dev#3614)) ([9b227d7](feast-dev@9b227d7))
* For SQL registry, increase max data_source_name length to 255 ([feast-dev#3630](feast-dev#3630)) ([478caec](feast-dev@478caec))
* Implements connection pool for postgres online store ([feast-dev#3633](feast-dev#3633)) ([059509a](feast-dev@059509a))
* Manage redis pipe's context ([feast-dev#3655](feast-dev#3655)) ([48e0971](feast-dev@48e0971))
* Missing Catalog argument in athena connector ([feast-dev#3661](feast-dev#3661)) ([f6d3caf](feast-dev@f6d3caf))
* Optimize bytes processed when retrieving entity df schema to 0 ([feast-dev#3680](feast-dev#3680)) ([1c01035](feast-dev@1c01035))

### Features

* Add gunicorn for serve with multiprocess ([feast-dev#3636](feast-dev#3636)) ([4de7faf](feast-dev@4de7faf))
* Use string as a substitute for unregistered types during schema inference ([feast-dev#3646](feast-dev#3646)) ([c474ccd](feast-dev@c474ccd))
EXPEbdodla pushed a commit to ExpediaGroup/feast that referenced this pull request Jun 11, 2024
# [0.32.0](feast-dev/feast@v0.31.0...v0.32.0) (2023-07-17)

### Bug Fixes

* Added generic Feature store Creation for CLI ([feast-dev#3618](feast-dev#3618)) ([bf740d2](feast-dev@bf740d2))
* Broken non-root path with projects-list.json ([feast-dev#3665](feast-dev#3665)) ([4861af0](feast-dev@4861af0))
* Clean up snowflake to_spark_df() ([feast-dev#3607](feast-dev#3607)) ([e8e643e](feast-dev@e8e643e))
* Entityless fv breaks with `KeyError: __dummy` applying feature_store.plan() on python ([feast-dev#3640](feast-dev#3640)) ([ef4ef32](feast-dev@ef4ef32))
* Fix scan datasize to 0 for inference schema ([feast-dev#3628](feast-dev#3628)) ([c3dd74e](feast-dev@c3dd74e))
* Fix timestamp consistency in push api ([feast-dev#3614](feast-dev#3614)) ([9b227d7](feast-dev@9b227d7))
* For SQL registry, increase max data_source_name length to 255 ([feast-dev#3630](feast-dev#3630)) ([478caec](feast-dev@478caec))
* Implements connection pool for postgres online store ([feast-dev#3633](feast-dev#3633)) ([059509a](feast-dev@059509a))
* Manage redis pipe's context ([feast-dev#3655](feast-dev#3655)) ([48e0971](feast-dev@48e0971))
* Missing Catalog argument in athena connector ([feast-dev#3661](feast-dev#3661)) ([f6d3caf](feast-dev@f6d3caf))
* Optimize bytes processed when retrieving entity df schema to 0 ([feast-dev#3680](feast-dev#3680)) ([1c01035](feast-dev@1c01035))

### Features

* Add gunicorn for serve with multiprocess ([feast-dev#3636](feast-dev#3636)) ([4de7faf](feast-dev@4de7faf))
* Use string as a substitute for unregistered types during schema inference ([feast-dev#3646](feast-dev#3646)) ([c474ccd](feast-dev@c474ccd))
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