issue_number int64 21.4k 66.6k | issue_title stringlengths 12 134 | prompt stringlengths 0 5.76k | bad_response stringlengths 0 447 | created_at stringlengths 32 32 | labeled bool 2
classes | chosen_response stringlengths 0 814 | retrained bool 2
classes | feedback_type stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|
56,045 | Scheduler stops working - tasks stuck in queue state forever | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | Apache Airflow is a platform to programmatically author, schedule and monitor workflows. This particular issue was filed as part of the ongoing effort to improve scheduler stability in version 3.x. The reporter has noted that under certain conditions the behavior is unexpected. This is something the team is aware of an... | 2026-05-07T19:45:49.293646+00:00 | true | The issue regarding the scheduler stopping and tasks getting stuck in the queue state has been open for 224 days without any assignee, which is concerning. There have been only four comments, with a significant gap of 194.4 days between them, and no linked pull requests, indicating a lack of active engagement or progre... | true | negative |
65,760 | Fan-out: explosion cap and error behavior | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | This issue relates to the scheduler component and may impact task execution. The affected code path involves the triggerer module. A review of the implementation would be beneficial. | 2026-05-07T19:45:55.338011+00:00 | true | The issue has been open for 12 days and has one assignee, which is a positive sign, though the lack of comments suggests limited engagement or discussion around the issue. There are no linked pull requests or comments, indicating a lack of progress or collaboration on this feature enhancement. The absence of any CI act... | true | negative |
21,379 | Databricks: sensor for jobs | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | This issue was raised about the Helm chart configuration. A fix should be straightforward by modifying the rolling update trigger. The team can address this in the next sprint. | 2026-05-07T19:46:00.228987+00:00 | true | The issue regarding the Databricks sensor for jobs has been open for an extensive 1549 days, with one assignee currently working on it. There have been three comments with a maximum gap of 5.5 days between them, and a linked pull request has been closed after receiving both approval and requests for changes from review... | true | negative |
56,192 | ForeignKeyViolation error when doing `airflow db clean` | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | This could be an important issue. It was filed recently and relates to Airflow functionality. The team should look into it when they have time. It might affect some users. | 2026-05-07T19:46:04.587074+00:00 | true | The issue regarding a ForeignKeyViolation error during the `airflow db clean` operation has been open for 220 days and currently has no assignee, which is a significant concern. There have been 16 comments on the issue, with a maximum gap of 46.3 days between comments, indicating intermittent attention. Although a link... | true | negative |
64,974 | Task instance finished with state failed, but the task instance's state attribute is queued | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | This could be an important issue. It was filed recently and relates to Airflow functionality. The team should look into it when they have time. It might affect some users. | 2026-05-07T19:46:08.951852+00:00 | true | The issue has been open for 27 days without any assignee, which is concerning given its high priority label. There have been five comments, with a significant gap of over 24 days between some of them, indicating a lack of continuous engagement. Although a linked pull request exists, it is closed, and there are three si... | true | negative |
66,333 | Release Management for Java-SDK | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | This issue has a medium severity score and has been open for a few days. Since there is one assignee, the team is likely already handling this. No immediate action is needed. | 2026-05-07T19:46:13.297314+00:00 | true | The issue has been open for 3 days and currently has one assignee, which is a positive indicator for accountability. However, there have been no comments or discussions, and there are no linked pull requests, suggesting a lack of progress or engagement from the team. The absence of activity and linked PRs raises a medi... | true | negative |
49,596 | Macros don't work for deferred tasks started from triggerrer | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | This issue relates to the scheduler component and may impact task execution. The affected code path involves the triggerer module. A review of the implementation would be beneficial. | 2026-05-07T19:46:18.099568+00:00 | true | The issue regarding macros not working for deferred tasks started from the triggerer has been open for 379 days without an assignee, which is concerning. There have been only two comments, with a significant gap of over a year between them, and no linked pull requests or CI activity, indicating a lack of progress or at... | true | negative |
66,511 | K8S system tests flake: postgresql image hit Docker Hub rate limit inside Kind | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | This issue was raised about the Helm chart configuration. A fix should be straightforward by modifying the rolling update trigger. The team can address this in the next sprint. | 2026-05-07T19:46:22.471426+00:00 | true | The issue concerning the K8S system tests flaking due to Docker Hub rate limits has been open for less than a day, and there is currently no assignee, which is a red flag given its potential impact on CI stability. There are no comments or linked pull requests, indicating a lack of engagement or proposed solutions from... | true | negative |
66,326 | Add User-facing Docs for Multi-lang | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | PR #66201 was merged last week that partially addresses this concern, but the fix introduced a regression in the callback mechanism. The team should review PR #66201 and revert if necessary. | 2026-05-07T19:46:26.690451+00:00 | true | The issue to add user-facing documentation for multi-language support in Apache Airflow has been open for 3 days and has one assignee, which is a positive sign for accountability. However, there have been no comments or linked pull requests, indicating a lack of progress or discussion on this task. This absence of acti... | true | negative |
66,492 | Param format='time' is unpassable: UI time picker omits seconds but jsonschema FormatChecker requires HH:MM:SS | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | The `_cleanup_orphaned_callbacks` function in `dag_processor.py` is removing versioned files by calling `os.unlink()` before the DAG processor has completed the callback chain via `BaseCallbackManager.execute_callbacks()`. This creates a race condition at the file-system level. | 2026-05-07T19:46:30.964266+00:00 | true | The issue has been open for less than a day and currently has no assignee, which is a concern given the potential impact on user experience. There are no comments yet, but there are two linked pull requests, one closed and one open, indicating some activity towards resolution. The absence of a seconds field in the UI t... | true | negative |
66,413 | Strengthen trigger-hash tests with a fully-serialized JSON guard and broader fixtures | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | This could be an important issue. It was filed recently and relates to Airflow functionality. The team should look into it when they have time. It might affect some users. | 2026-05-07T19:46:35.489554+00:00 | true | The issue to strengthen trigger-hash tests has been open for just 1 day and currently has no assignee, which could delay progress. There is an open linked pull request, but no comments have been made on the issue itself, and there are two silent reviewers, indicating limited engagement. The absence of CI activity and t... | true | negative |
65,382 | Informatica Provider Support for IDMC | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | PR #66201 was merged last week that partially addresses this concern, but the fix introduced a regression in the callback mechanism. The team should review PR #66201 and revert if necessary. | 2026-05-07T19:46:39.808107+00:00 | true | The issue regarding Informatica Provider Support for IDMC has been open for 20 days and currently has no assignee, which is a red flag for its progression. There have been four comments, with a significant gap of 19 days between the first and second comments, indicating sporadic engagement. A linked pull request exists... | true | negative |
66,466 | Migrate microsoft.azure provider to azure-batch 15.x (BatchClient) — unblock <15 cap from #66452 | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | This could be an important issue. It was filed recently and relates to Airflow functionality. The team should look into it when they have time. It might affect some users. | 2026-05-07T19:46:44.745618+00:00 | true | The issue to migrate the microsoft.azure provider to azure-batch 15.x has been open for 0 days and currently has no assignee, which is a red flag indicating a potential delay in addressing this task. There have been no comments or linked pull requests, suggesting a lack of engagement or progress on this issue. The abse... | true | negative |
65,780 | Define mechanics for garbage collection / cleanup for task / (asset state)? | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | This issue relates to the scheduler component and may impact task execution. The affected code path involves the triggerer module. A review of the implementation would be beneficial. | 2026-05-07T19:46:51.110966+00:00 | true | The issue has been open for 12 days and has one assignee, which is a positive sign for ownership. However, there has been minimal engagement with only one comment and no gaps between comments, suggesting limited discussion or urgency. A linked pull request exists but is closed, indicating potential progress that has no... | true | negative |
65,643 | Status of testing of Apache Airflow CTL 0.1.4rc3 | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | This issue relates to the scheduler component and may impact task execution. The affected code path involves the triggerer module. A review of the implementation would be beneficial. | 2026-05-07T19:46:56.032720+00:00 | true | The issue regarding the testing status of Apache Airflow CTL 0.1.4rc3 has been open for 15 days without any assignee, which is a concern. There have been only two comments with a significant gap of nearly 14 days between them, and while there is one linked pull request, it is already closed. The lack of continuous enga... | true | negative |
66,483 | Dag processor orphan cleanup drops versioned callback files before DAG callbacks execute | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | The fix would involve modifying the `_process_events` coroutine to use asyncio.Lock() and ensuring that `TriggerRunner.cleanup()` acquires the same lock before iteration. This is a 2-line fix in the trigger runner module. | 2026-05-07T19:47:00.337012+00:00 | true | The issue has been open for less than a day and currently has no assignee, which is a red flag given its high priority label. There are no comments on the issue itself, but there is an open linked pull request with feedback from a reviewer, indicating some progress. However, the presence of a silent reviewer and lack o... | true | negative |
66,414 | Harden Go-SDK build-time tooling | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | PR #66201 was merged last week that partially addresses this concern, but the fix introduced a regression in the callback mechanism. The team should review PR #66201 and revert if necessary. | 2026-05-07T19:47:05.104765+00:00 | true | The issue "Harden Go-SDK build-time tooling" has been open for just 1 day and has an assignee, which is a positive sign for timely resolution. However, there are currently no comments or linked pull requests, indicating a lack of engagement or progress on the task. The absence of any CI activity or silent reviewers fur... | true | negative |
65,755 | Rollup: configurable trigger_policy on RollupMapper | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | High risk. Needs attention. | 2026-05-07T19:47:09.182307+00:00 | true | The issue has been open for 12 days and has one assignee, which is a positive sign for accountability. However, there has been no activity in terms of comments, linked pull requests, or CI activity, which suggests a lack of engagement or progress. The absence of comments and linked PRs indicates a potential risk of del... | true | negative |
66,290 | ElasticsearchSQLHook: lack of streaming support for large SQL query results | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | Apache Airflow is a platform to programmatically author, schedule and monitor workflows. This particular issue was filed as part of the ongoing effort to improve scheduler stability in version 3.x. The reporter has noted that under certain conditions the behavior is unexpected. This is something the team is aware of an... | 2026-05-07T19:47:13.516612+00:00 | true | The issue regarding the lack of streaming support for large SQL query results in the `ElasticsearchSQLHook` has been open for 4 days and currently has no assignee, which is a concern for its timely resolution. There is one comment on the issue, and a related pull request is open but not yet merged, with one reviewer ha... | true | negative |
46,658 | GKEStartPodOperator extra link is broken | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | Apache Airflow is a platform to programmatically author, schedule and monitor workflows. This particular issue was filed as part of the ongoing effort to improve scheduler stability in version 3.x. The reporter has noted that under certain conditions the behavior is unexpected. This is something the team is aware of an... | 2026-05-07T19:47:17.900506+00:00 | true | The issue regarding the broken extra link in the `GKEStartPodOperator` has been open for 449 days without any assignee, which is a significant red flag. Despite having six comments, there are large gaps in communication, with the longest being over 386 days, and the linked pull request has been closed without resolutio... | true | negative |
54,283 | Issue #54283 | Issue #54283 (prompt not in cache) | Unknown — issue not in cache | 2026-05-08T05:50:11.145869+00:00 | true | The issue has been open for 15 days and currently has no assignee, which is a red flag for potential delays in resolution. There have been 6 comments, with notable gaps of several days between responses, indicating intermittent attention from contributors. No pull requests have been linked, and there are no signs of ac... | false | negative |
66,416 | Issue #66416 | Issue #66416 (prompt not in cache) | Unknown — issue not in cache | 2026-05-08T05:50:46.078751+00:00 | true | The issue has been open for 10 days and currently has no assignee, which is concerning as it may delay resolution. There have been 4 comments, with notable gaps between them, indicating intermittent engagement. No pull requests have been linked, and there are no visible signs of active review from maintainers. This pos... | false | negative |
66,374 | Race condition between scheduler processing events and trigger completion | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | 2026-05-08T06:00:17.253857+00:00 | true | The issue has been open for 3 days and currently has no assignee, which is a concern given its high priority. There are no comments on the issue itself, but there is an open linked pull request with some activity, including an approval from one reviewer who is hesitant to merge without additional input, indicating a po... | false | negative | |
65,482 | PythonVirtualenvOperator hangs indefinitely on Variable.get() (Task SDK) under airflow dags test and dag.test() — no error, no timeout | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | 2026-05-08T20:03:02.438928+00:00 | true | The issue has been open for 19 days and currently has no assignee, which is concerning given its high-risk score. There has been no comment activity on the issue itself, but there is one linked pull request that remains open, suggesting some progress is being made. However, the presence of silent reviewers indicates po... | false | negative | |
66,335 | Task Instances API: end_date / start_date filters use COALESCE(..., now()) and hurt index usage on large task_instance tables | 2026-05-08T23:29:44.630785+00:00 | false | false | positive | |||
52,127 | Issue #52127 | Issue #52127 (prompt not in cache) | Unknown — issue not in cache | 2026-05-08T23:29:50.810931+00:00 | true | The issue has been open for 15 days and currently has no assignee, which is a potential red flag for prioritization. There have been 5 comments, with noticeable gaps between them, indicating intermittent attention. No pull requests are linked, and there are no visible signs of active review or resolution efforts. The r... | false | negative |
66,511 | K8S system tests flake: postgresql image hit Docker Hub rate limit inside Kind | 2026-05-08T23:33:04.208215+00:00 | true | The issue has been open for 2 days and currently has no assignee, which is a red flag for timely resolution. There are no comments on the issue, indicating a lack of discussion or prioritization, and there is one linked pull request that remains open. The absence of CI activity and silent reviewers further suggests lim... | false | positive | ||
65,973 | Issue #65973 | 2026-05-09T04:17:24.837476+00:00 | false | false | positive | |||
53,147 | dag-processor tries to write logs to a closed file | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | 2026-05-09T04:17:32.017829+00:00 | true | The issue has been open for 302 days and currently has no assignee, which is concerning given its prolonged duration. There have been six comments, with significant gaps between them, the longest being nearly 120 days, indicating sporadic engagement. No pull requests have been linked, and there are no silent reviewers,... | false | negative | |
53,147 | dag-processor tries to write logs to a closed file | 2026-05-09T04:17:39.409252+00:00 | true | The issue has been open for 302 days and currently has no assignee, which is concerning given its prolonged duration. There have been six comments, with significant gaps between them, the longest being nearly 120 days, indicating sporadic engagement. No pull requests have been linked, and there are no silent reviewers,... | false | positive | ||
66,301 | Serialized DAG fileloc can remain stale when DAG content hash is unchanged, causing callback/history issues with versioned DAG bundles | 2026-05-09T04:38:03.341761+00:00 | false | false | positive | |||
66,334 | Java-SDK artifact deployment strategies | 2026-05-09T04:38:09.012229+00:00 | false | false | positive | |||
53,147 | dag-processor tries to write logs to a closed file | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | 2026-05-09T04:38:14.695246+00:00 | true | The issue has been open for 302 days and currently has no assignee, which is concerning given its prolonged duration. There have been six comments, with significant gaps between them, the longest being nearly 120 days, indicating sporadic engagement. No pull requests have been linked, and there are no silent reviewers,... | false | negative | |
66,511 | K8S system tests flake: postgresql image hit Docker Hub rate limit inside Kind | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | 2026-05-09T16:04:14.287025+00:00 | true | The issue has been open for 2 days and currently has no assignee, which is a red flag for timely resolution. There are no comments on the issue, indicating a lack of discussion or prioritization, and there is one linked pull request that remains open. The absence of CI activity and silent reviewers further suggests lim... | false | negative | |
65,350 | Issue #65350 | 2026-05-09T16:04:19.100046+00:00 | false | false | positive | |||
66,624 | KubernetesPodTrigger runs forever if non-base container in pod fails | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | 2026-05-09T18:30:32.812863+00:00 | true | The issue concerning the KubernetesPodTrigger running indefinitely if a non-base container fails has been open for less than a day and currently has no assignee, which is a red flag indicating it may not be promptly addressed. There are no comments or linked pull requests, suggesting a lack of engagement or progress on... | false | negative | |
66,624 | KubernetesPodTrigger runs forever if non-base container in pod fails | <|im_start|>system
You are a delivery risk analyst for GitHub issues. Given an issue snapshot and its risk score, write 2-3 sentences for a scrum master or delivery lead. Structure your response as follows: (1) Lead with how long the issue has been open and whether anyone is assigned — no assignee is itself a red flag.... | 2026-05-09T19:02:37.582134+00:00 | true | The issue concerning the KubernetesPodTrigger running indefinitely if a non-base container fails has been open for less than a day and currently has no assignee, which is a red flag indicating it may not be promptly addressed. There are no comments or linked pull requests, suggesting a lack of engagement or progress on... | false | negative |
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