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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 4 new columns ({'instance_id', 'tag', 'lang', 'raw_tag'})

This happened while the json dataset builder was generating data using

hf://datasets/laylarsssss/swe_v0.1_jsonl_wo_mlang_large100_wo_v0.0/feast-dev__feast/feast-dev__feast_raw_dataset_wogym_tag.jsonl (at revision 3d87d2a92efbd70bcecc88545001009b9cab1a75)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              org: string
              repo: string
              number: int64
              state: string
              title: string
              body: string
              url: string
              id: int64
              node_id: string
              html_url: string
              diff_url: string
              patch_url: string
              issue_url: string
              created_at: int64
              updated_at: int64
              closed_at: int64
              merged_at: int64
              merge_commit_sha: string
              labels: list<item: string>
                child 0, item: string
              draft: bool
              commits_url: string
              review_comments_url: string
              review_comment_url: string
              comments_url: string
              base: struct<label: string, ref: string, sha: string, user: struct<login: string, id: int64, node_id: string, avatar_url: string, gravatar_id: string, url: string, html_url: string, followers_url: string, following_url: string, gists_url: string, starred_url: string, subscriptions_url: string, organizations_url: string, repos_url: string, events_url: string, received_events_url: string, type: string, user_view_type: string, site_admin: bool>, repo: struct<id: int64, node_id: string, name: string, full_name: string, private: bool, owner: struct<login: string, id: int64, node_id: string, avatar_url: string, gravatar_id: string, url: string, html_url: string, followers_url: string, following_url: string, gists_url: string, starred_url: string, subscriptions_url: string, organizations_url: string, repos_url: string, events_url: string, received_events_url: string, type: string, user_view_type: string, site_admin: bool>, html_url: string, description: string, fork: bool, url: string, forks_url: string, keys_url: string, collaborators_url: string, 
              ...
                  child 68, open_issues_count: int64
                    child 69, license: struct<key: string, name: string, spdx_id: string, url: string, node_id: string>
                        child 0, key: string
                        child 1, name: string
                        child 2, spdx_id: string
                        child 3, url: string
                        child 4, node_id: string
                    child 70, allow_forking: bool
                    child 71, is_template: bool
                    child 72, web_commit_signoff_required: bool
                    child 73, topics: list<item: string>
                        child 0, item: string
                    child 74, visibility: string
                    child 75, forks: int64
                    child 76, open_issues: int64
                    child 77, watchers: int64
                    child 78, default_branch: string
              commits: list<item: struct<sha: string, parents: list<item: string>, message: string>>
                child 0, item: struct<sha: string, parents: list<item: string>, message: string>
                    child 0, sha: string
                    child 1, parents: list<item: string>
                        child 0, item: string
                    child 2, message: string
              resolved_issues: list<item: struct<org: string, repo: string, number: int64, state: string, title: string, body: string>>
                child 0, item: struct<org: string, repo: string, number: int64, state: string, title: string, body: string>
                    child 0, org: string
                    child 1, repo: string
                    child 2, number: int64
                    child 3, state: string
                    child 4, title: string
                    child 5, body: string
              fix_patch: string
              test_patch: string
              parse_tag_succees: bool
              tag: string
              raw_tag: string
              lang: string
              instance_id: string
              to
              {'org': Value('string'), 'repo': Value('string'), 'number': Value('int64'), 'state': Value('string'), 'title': Value('string'), 'body': Value('string'), 'url': Value('string'), 'id': Value('int64'), 'node_id': Value('string'), 'html_url': Value('string'), 'diff_url': Value('string'), 'patch_url': Value('string'), 'issue_url': Value('string'), 'created_at': Value('timestamp[s]'), 'updated_at': Value('timestamp[s]'), 'closed_at': Value('timestamp[s]'), 'merged_at': Value('timestamp[s]'), 'merge_commit_sha': Value('string'), 'labels': List(Value('string')), 'draft': Value('bool'), 'commits_url': Value('string'), 'review_comments_url': Value('string'), 'review_comment_url': Value('string'), 'comments_url': Value('string'), 'base': {'label': Value('string'), 'ref': Value('string'), 'sha': Value('string'), 'user': {'login': Value('string'), 'id': Value('int64'), 'node_id': Value('string'), 'avatar_url': Value('string'), 'gravatar_id': Value('string'), 'url': Value('string'), 'html_url': Value('string'), 'followers_url': Value('string'), 'following_url': Value('string'), 'gists_url': Value('string'), 'starred_url': Value('string'), 'subscriptions_url': Value('string'), 'organizations_url': Value('string'), 'repos_url': Value('string'), 'events_url': Value('string'), 'received_events_url': Value('string'), 'type': Value('string'), 'user_view_type': Value('string'), 'site_admin': Value('bool')}, 'repo': {'id': Value('int64'), 'node_id': Value('string'), 'name': Value('string'), 'full_
              ...
              mestamp[s]'), 'updated_at': Value('timestamp[s]'), 'pushed_at': Value('timestamp[s]'), 'git_url': Value('string'), 'ssh_url': Value('string'), 'clone_url': Value('string'), 'svn_url': Value('string'), 'homepage': Value('string'), 'size': Value('int64'), 'stargazers_count': Value('int64'), 'watchers_count': Value('int64'), 'language': Value('string'), 'has_issues': Value('bool'), 'has_projects': Value('bool'), 'has_downloads': Value('bool'), 'has_wiki': Value('bool'), 'has_pages': Value('bool'), 'has_discussions': Value('bool'), 'forks_count': Value('int64'), 'mirror_url': Value('null'), 'archived': Value('bool'), 'disabled': Value('bool'), 'open_issues_count': Value('int64'), 'license': {'key': Value('string'), 'name': Value('string'), 'spdx_id': Value('string'), 'url': Value('string'), 'node_id': Value('string')}, 'allow_forking': Value('bool'), 'is_template': Value('bool'), 'web_commit_signoff_required': Value('bool'), 'topics': List(Value('string')), 'visibility': Value('string'), 'forks': Value('int64'), 'open_issues': Value('int64'), 'watchers': Value('int64'), 'default_branch': Value('string')}}, 'commits': List({'sha': Value('string'), 'parents': List(Value('string')), 'message': Value('string')}), 'resolved_issues': List({'org': Value('string'), 'repo': Value('string'), 'number': Value('int64'), 'state': Value('string'), 'title': Value('string'), 'body': Value('string')}), 'fix_patch': Value('string'), 'test_patch': Value('string'), 'parse_tag_succees': Value('bool')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1451, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 994, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1702, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1833, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 4 new columns ({'instance_id', 'tag', 'lang', 'raw_tag'})
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/laylarsssss/swe_v0.1_jsonl_wo_mlang_large100_wo_v0.0/feast-dev__feast/feast-dev__feast_raw_dataset_wogym_tag.jsonl (at revision 3d87d2a92efbd70bcecc88545001009b9cab1a75)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

org
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repo
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number
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state
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title
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body
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url
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id
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node_id
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html_url
string
diff_url
string
patch_url
string
issue_url
string
created_at
timestamp[us]
updated_at
timestamp[us]
closed_at
timestamp[us]
merged_at
timestamp[us]
merge_commit_sha
string
labels
list
draft
bool
commits_url
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review_comments_url
string
review_comment_url
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comments_url
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base
dict
commits
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resolved_issues
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fix_patch
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feast-dev
feast
5,420
closed
feat: Allow to use env variable FEAST_FS_YAML_FILE_PATH and FEATURE_REPO_DIR
# What this PR does / why we need it: Allow user to set chdir and feature-store-yaml cli options via env variables. # Which issue(s) this PR fixes: Fixes #5416
https://api.github.com/repos/feast-dev/feast/pulls/5420
2,566,717,468
PR_kwDOCZq0ys6Y_QAc
https://github.com/feast-dev/feast/pull/5420
https://github.com/feast-dev/feast/pull/5420.diff
https://github.com/feast-dev/feast/pull/5420.patch
https://api.github.com/repos/feast-dev/feast/issues/5420
2025-06-04T09:31:34
2025-06-07T09:00:19
2025-06-07T09:00:19
2025-06-07T09:00:19
6a1b33a9a1237a83b0cebb114d3965405bd232fc
[ "ok-to-test" ]
false
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[ { "org": "feast-dev", "repo": "feast", "number": 5416, "state": "closed", "title": "Add env variable support pointing to `feature_store.yaml`", "body": "**Is your feature request related to a problem? Please describe.**\n\nI'm building a solution that uses Feast under the hood, and I want to...
diff --git a/sdk/python/feast/cli/cli.py b/sdk/python/feast/cli/cli.py index 1ef6ac7fbda..712e3905c3b 100644 --- a/sdk/python/feast/cli/cli.py +++ b/sdk/python/feast/cli/cli.py @@ -47,6 +47,7 @@ from feast.cli.stream_feature_views import stream_feature_views_cmd from feast.cli.ui import ui from feast.cli.validatio...
diff --git a/sdk/python/tests/unit/transformation/test_spark_transformation.py b/sdk/python/tests/unit/transformation/test_spark_transformation.py index 8ee9d22bf28..63954faef2f 100644 --- a/sdk/python/tests/unit/transformation/test_spark_transformation.py +++ b/sdk/python/tests/unit/transformation/test_spark_transform...
false
feast-dev
feast
5,406
closed
feat: Add MCP (Model Context Protocol) support for Feast feature server
# What this PR does / why we need it: This PR implements Model Context Protocol (MCP) support for Feast's feature server, enabling AI agents and applications to interact with Feast feature stores through standardized MCP interfaces. ## Key Features: - **Optional MCP Integration**: MCP support is disabled by defa...
https://api.github.com/repos/feast-dev/feast/pulls/5406
2,556,589,308
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https://github.com/feast-dev/feast/pull/5406
https://github.com/feast-dev/feast/pull/5406.diff
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https://api.github.com/repos/feast-dev/feast/issues/5406
2025-05-31T10:45:20
2025-06-10T17:45:03
2025-06-04T15:13:59
2025-06-04T15:13:59
de650def7b4e9b2e2b0532938fe72b7f0891b33d
[]
false
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[ { "org": "feast-dev", "repo": "feast", "number": 5404, "state": "closed", "title": "Enable MCP support for Feast", "body": "**Is your feature request related to a problem? Please describe.**\nFeast uses FastAPI for its feature server.\n\nWe can use https://github.com/tadata-org/fastapi_mcp t...
diff --git a/docs/SUMMARY.md b/docs/SUMMARY.md index a80d676e658..d21c1027d0f 100644 --- a/docs/SUMMARY.md +++ b/docs/SUMMARY.md @@ -53,6 +53,7 @@ * [Validating historical features with Great Expectations](tutorials/validating-historical-features.md) * [Building streaming features](tutorials/building-streaming-featur...
diff --git a/sdk/python/tests/integration/test_mcp_feature_server.py b/sdk/python/tests/integration/test_mcp_feature_server.py new file mode 100644 index 00000000000..6920c2e3f2a --- /dev/null +++ b/sdk/python/tests/integration/test_mcp_feature_server.py @@ -0,0 +1,195 @@ +import unittest +from unittest.mock import Mag...
false
feast-dev
feast
5,253
closed
feat: Add retrieve online documents v2 method into pgvector
<!-- Thanks for sending a pull request! Here are some tips for you: 1. Ensure that your code follows our code conventions: https://github.com/feast-dev/feast/blob/master/CONTRIBUTING.md#code-style-and-linting 2. Run unit tests and ensure that they are passing: https://github.com/feast-dev/feast/blob/master/CONTRI...
https://api.github.com/repos/feast-dev/feast/pulls/5253
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PR_kwDOCZq0ys6R2_tj
https://github.com/feast-dev/feast/pull/5253
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https://api.github.com/repos/feast-dev/feast/issues/5253
2025-04-08T23:18:04
2025-04-11T07:16:09
2025-04-11T02:23:18
2025-04-11T02:23:18
6770ee65a7b79880331e0409b00bbc2cd3a272bc
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[ { "org": "feast-dev", "repo": "feast", "number": 5115, "state": "closed", "title": "Update Elastic Search, QDrant, and PGVector to `retrieve_online_documents_v2` method", "body": "**Is your feature request related to a problem? Please describe.**\nUpdate Elastic Search, QDrant, and PGVector ...
diff --git a/sdk/python/feast/feature_store.py b/sdk/python/feast/feature_store.py index 1578a91574e..bd6f1873874 100644 --- a/sdk/python/feast/feature_store.py +++ b/sdk/python/feast/feature_store.py @@ -2097,15 +2097,34 @@ def _retrieve_from_online_store_v2( entity_key_dict[key] = [] ...
diff --git a/sdk/python/tests/integration/online_store/test_universal_online.py b/sdk/python/tests/integration/online_store/test_universal_online.py index b563f00bfd1..523cf700d46 100644 --- a/sdk/python/tests/integration/online_store/test_universal_online.py +++ b/sdk/python/tests/integration/online_store/test_univers...
false
feast-dev
feast
5,229
closed
fix: Dask pulling of latest data
# What this PR does / why we need it: Fixes dask condition to pull latest data point. # Which issue(s) this PR fixes: Fixes #5228
https://api.github.com/repos/feast-dev/feast/pulls/5229
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2025-04-06T19:23:52
2025-05-05T12:39:27
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2025-05-05T12:39:27
571d81f30578a4b60bb8dccbabb31e44df756328
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[ { "org": "feast-dev", "repo": "feast", "number": 5228, "state": "closed", "title": "Dask offline store fails to include the most recent data point", "body": "While retrieving the latest data from the file source, Dask fails to include the most recent data point.\n\nFor an example - If we hav...
diff --git a/sdk/python/feast/infra/offline_stores/dask.py b/sdk/python/feast/infra/offline_stores/dask.py index ea857996966..87af51337dd 100644 --- a/sdk/python/feast/infra/offline_stores/dask.py +++ b/sdk/python/feast/infra/offline_stores/dask.py @@ -365,13 +365,13 @@ def evaluate_offline_job(): if s...
diff --git a/sdk/python/tests/utils/feature_records.py b/sdk/python/tests/utils/feature_records.py index e81666eaa50..1c844fb293d 100644 --- a/sdk/python/tests/utils/feature_records.py +++ b/sdk/python/tests/utils/feature_records.py @@ -519,7 +519,7 @@ def get_last_feature_row(df: pd.DataFrame, driver_id, max_date: dat...
false
feast-dev
feast
5,199
closed
feat: Enable keyword search for Milvus
# What this PR does / why we need it: Add keyword search support to Milvus online store implementation. This enables searching for documents in the Milvus store using text queries, in addition to the existing vector similarity search. The implementation supports: 1. Pure keyword search using `query_string` parame...
https://api.github.com/repos/feast-dev/feast/pulls/5199
2,427,716,001
PR_kwDOCZq0ys6QtAGh
https://github.com/feast-dev/feast/pull/5199
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https://github.com/feast-dev/feast/pull/5199.patch
https://api.github.com/repos/feast-dev/feast/issues/5199
2025-03-30T20:16:50
2025-03-31T17:42:29
2025-03-31T17:25:17
2025-03-31T17:25:17
ac449671cb5f59d2b8040f37b665c0cb0bc1235d
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diff --git a/sdk/python/feast/infra/online_stores/milvus_online_store/milvus.py b/sdk/python/feast/infra/online_stores/milvus_online_store/milvus.py index 99405dc2ca0..d39a2e3a16c 100644 --- a/sdk/python/feast/infra/online_stores/milvus_online_store/milvus.py +++ b/sdk/python/feast/infra/online_stores/milvus_online_sto...
diff --git a/sdk/python/tests/unit/online_store/test_online_retrieval.py b/sdk/python/tests/unit/online_store/test_online_retrieval.py index e7fca47bb55..409a729ceee 100644 --- a/sdk/python/tests/unit/online_store/test_online_retrieval.py +++ b/sdk/python/tests/unit/online_store/test_online_retrieval.py @@ -1484,3 +148...
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diff --git a/sdk/python/feast/infra/offline_stores/dask.py b/sdk/python/feast/infra/offline_stores/dask.py index 51a3debb5e2..01efc492f7c 100644 --- a/sdk/python/feast/infra/offline_stores/dask.py +++ b/sdk/python/feast/infra/offline_stores/dask.py @@ -100,11 +100,9 @@ def persist( # Check if the specified loc...
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fix: Updated python-helm-demo example to use MinIO instead of GS
# What this PR does / why we need it: Using MinIO instead of GCP storage to have an isolated, reproducible setup with no other external dependencies. # Which issue(s) this PR fixes: Fixes #4690
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diff --git a/examples/python-helm-demo/test/feature_store.yaml b/examples/python-helm-demo/test/feature_store.yaml new file mode 100644 index 00000000000..13e99873ee7 --- /dev/null +++ b/examples/python-helm-demo/test/feature_store.yaml @@ -0,0 +1,7 @@ +registry: s3://feast-demo/registry.db +project: feast_python_demo ...
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feat: Upgrade React from 17.0.2 to 18.3.1 in Feast UI
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