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fix: Implements connection pool for postgres online store #3633
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@@ -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 @@ | |||
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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"
Ok, I added back the possibility to use a single connection, now with the parameter |
@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? |
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
[APPROVALNOTIFIER] This PR is APPROVED This pull-request has been approved by: felixwang9817, Natan16 The full list of commands accepted by this bot can be found here. The pull request process is described here
Needs approval from an approver in each of these files:
Approvers can indicate their approval by writing |
New changes are detected. LGTM label has been removed. |
# [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))
* 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> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> 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> Co-authored-by: Robin Neufeld <metavee@users.noreply.github.com> Co-authored-by: harmeet-singh-discovery <95894926+harmeet-singh-discovery@users.noreply.github.com> Co-authored-by: Manisha Sudhir <msudhir@expediagroup.com>
# [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>
…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>
# [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>
# [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))
# [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))
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 #