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View All on GitHub Add Real-World DAG Debugging Strategies to Airflow Docs about 13 hours ago
good first issue kind:documentation
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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kind:bug area:providers good first issue provider:cncf-kubernetes
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[AIP-94] airflowctl tasks: add TasksOperations and TaskInstancesOperations to operations.py 3 days ago
area:CLI kind:feature area:API good first issue kind:meta area:airflow-ctl
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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unclear docs on custom decorators 9 days ago
good first issue kind:documentation contributors-workshop
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area:CLI kind:feature good first issue
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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kind:feature good first issue area:task-sdk
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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kind:feature good first issue kind:meta area:db-migrations
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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kind:bug good first issue area:core area:backfill
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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kind:feature good first issue kind:meta provider:standard
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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kind:bug provider:google area:providers good first issue provider:apache-beam
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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DAG-Bundle : Git connections ignore credentials for public repositories, causing anonymous rate limit issues 16 days ago
kind:bug area:providers good first issue provider:git
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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area:providers kind:feature good first issue provider:apprise
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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kind:feature good first issue area:UI
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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Update Security model documentation to explain our approach for sensitive data exposure over API 18 days ago
good first issue kind:documentation
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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Add a time range selector for the Gantt view 18 days ago
good first issue type:new-feature area:UI
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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DAG-level `on_failure_callback` never fires 19 days ago
kind:bug good first issue area:core needs-triage affected_version:3.1
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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area:providers good first issue provider:cncf-kubernetes
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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kind:feature area:API good first issue
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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area:providers good first issue kind:meta provider:cncf-kubernetes
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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kind:feature good first issue area:dynamic-task-mapping area:TaskGroup
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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kind:bug good first issue area:core affected_version:3.1
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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area:providers kind:feature good first issue provider:snowflake
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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area:API good first issue area:airflow-ctl
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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kind:bug provider:microsoft-azure area:providers good first issue
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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kind:feature good first issue kind:documentation
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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AIP-82: Add common messaging system providers about 1 month ago
provider:google provider:microsoft-azure provider:amazon kind:feature good first issue kind:meta provider:redis AIP-82
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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Azure Datalake Storage V2 ObjectStoragePath connection issues about 1 month ago
kind:bug provider:microsoft-azure area:providers good first issue affected_version:main_branch
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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Problem with pushing Xcom when using SparkKubernetesOperator about 1 month ago
kind:bug area:providers good first issue provider:cncf-kubernetes affected_version:main_branch provider:apache-spark
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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Databricks: add SQL endpoint operators about 1 month ago
area:providers kind:feature good first issue provider:databricks
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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Secrets with slashed IDs return AirflowNotFoundException about 1 month ago
kind:bug area:API good first issue area:core affected_version:3.1
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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Support Managed Knowledge Bases in BedrockCreateKnowledgeBaseOperator about 1 month ago
provider:amazon area:providers kind:feature good first issue
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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Allow task to depend on specific tasks from previous dag_run about 1 month ago
kind:feature good first issue area:core needs-triage
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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Add support for Papermill using https about 1 month ago
kind:bug area:providers kind:feature good first issue provider:papermill
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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Databricks: sensor for jobs about 1 month ago
area:providers kind:feature good first issue provider:databricks
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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Move template-field validation/transformation out of operator __init__ (exemption-list burn-down) about 1 month ago
area:providers good first issue kind:meta area:core-operators
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Add missing tests for `sftp` exceptions about 1 month ago
area:providers good first issue provider:sftp
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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[AIP-94] airflowctl tasks: add state command about 1 month ago
area:CLI kind:feature good first issue kind:meta area:airflow-ctl
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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Bound and harden the task-UUID scan fallback about 1 month ago
provider:amazon area:providers good first issue
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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Fix Cloud Monitoring list operators when format_ is set about 1 month ago
kind:bug provider:google area:providers good first issue kind:documentation
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Improve Operators Documentation Page about 2 months ago
good first issue kind:documentation area:core
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Combined length of DAG tags cannot exceed 100 characters about 2 months ago
kind:bug kind:feature good first issue priority:low area:core needs-triage
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Allow jinja templating connection ids for all third party operators about 2 months ago
kind:feature good first issue
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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Add missing tests for `common.compat.standard` Operators andTtriggers about 2 months ago
area:providers good first issue
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Deferrable HttpSensor does not move to Triggerer when using `response_check` about 2 months ago
kind:bug good first issue provider:http
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Add REST API metrics (latency, QPS, errors) about 2 months ago
kind:feature area:API good first issue
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FAB 3.6.0 can't create a cookies. TypeError: cannot use a string pattern on a bytes-like object about 2 months ago
kind:bug area:providers good first issue provider:fab
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Helm chart: Git-sync v4 incorrect mix of branch, ref, rev about 2 months ago
kind:bug good first issue area:helm-chart
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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DateTimeSensorAsync crashes Dag parsing with templated target_time + start_from_trigger=True about 2 months ago
kind:bug good first issue provider:standard
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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Add proper coverage for K8S tests about 2 months ago
good first issue provider:cncf-kubernetes kind:task
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Add declarative configuration to define custom roles about 2 months ago
area:providers kind:feature good first issue provider:fab
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Add a `has_events` filter to the Assets search view about 2 months ago
kind:feature area:API good first issue area:UI
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Don't have session.commit() when @provide_session decorator is used about 2 months ago
area:MetaDB good first issue priority:medium kind:task
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Update SQLAlchemy documentation links from 1.4 (en/14) to 2.0 (en/20) about 2 months ago
good first issue kind:documentation
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DatabricksRunNowOperator(deferrable=True) crashes in triggerer: AsyncToSync used inside running event loop (Airflow 3.0.6) about 2 months ago
kind:bug area:providers good first issue area:async-operators provider:databricks
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kind:bug good first issue area:core
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kind:bug good first issue area:core area:Executors-core
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kind:feature good first issue kind:documentation
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kind:bug provider:amazon area:providers good first issue
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Fix Pill for Last Run State 2 months ago
kind:bug good first issue area:UI
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area:providers good first issue
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area:providers good first issue provider:cloudant
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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kind:bug area:dev-env good first issue kind:documentation needs-triage
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Replace azure-cosmos by azure-mgmt-cosmosdb 2 months ago
provider:microsoft-azure kind:feature good first issue
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Replace azure-batch by azure-mgmt-batch 2 months ago
provider:microsoft-azure kind:feature good first issue
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ReDoS in SparkSubmitHook._mask_cmd() via user-controlled application_args (apache-airflow-providers-apache-spark) 2 months ago
kind:bug area:providers good first issue provider:apache-spark
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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kind:bug area:providers good first issue provider:databricks
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kind:bug provider:amazon area:providers good first issue contributors-workshop
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Add missing test modules in our unit test suite 2 months ago
good first issue kind:meta contributors-workshop
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kind:bug provider:google area:providers good first issue
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kind:feature good first issue
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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InfluxDB3Operator: add deferrable variant 2 months ago
kind:feature good first issue area:async-operators provider:influxdb
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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provider:google area:providers kind:feature good first issue provider:sftp
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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kind:bug good first issue area:backfill
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kind:feature good first issue area:helm-chart
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Add Triggers to provider information 2 months ago
good first issue kind:meta
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Improve ExternalTaskSensor execution date pattern 3 months ago
kind:feature good first issue provider:standard
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kind:bug good first issue area:helm-chart
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[webui] DateTimeInput broken on Firefox 3 months ago
kind:bug good first issue priority:medium area:UI affected_version:3.0 affected_version:3.1
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Support for podman in breeze tooling 3 months ago
kind:feature good first issue area:dev-env-Breeze2
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kind:bug good first issue kind:documentation needs-triage
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area:providers kind:feature good first issue provider:smtp
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SSO docs show incorrect redirect path 3 months ago
kind:bug area:providers good first issue kind:documentation provider:fab
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GlueJobCompleteTrigger's verbose branch still treats STOPPED as success, disagreeing with the waiter and the operator 3 months ago
kind:bug provider:amazon area:providers good first issue
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Add deferrable mode to SFTPOperator 3 months ago
area:providers kind:feature good first issue provider:sftp
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Autolabel "tests" PRs with a new github label 3 months ago
kind:feature good first issue area:CI kind:meta
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Add API Support for Filtering Unscheduled DAGs 3 months ago
kind:feature area:API good first issue
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kind:bug good first issue area:core
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KubernetesPodOperator with multiple containers hangs if container other than base container is still running 3 months ago
kind:bug area:providers good first issue provider:cncf-kubernetes
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[Filters] Add filters to Search - Assets 3 months ago
kind:feature area:API good first issue area:UI
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Azure Virtual Analysis Services Operator 3 months ago
provider:microsoft-azure area:providers kind:feature good first issue
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`runAndTaskActions.options.preventRunningTasks` shows when clearing Tasks rather than proper display text 3 months ago
kind:bug good first issue area:UI
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Add SRV DNS record support to http connections 3 months ago
kind:feature good first issue provider:http
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kind:feature good first issue area:helm-chart
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Missing docs for logging 3 months ago
area:logging good first issue kind:documentation contributors-workshop
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Add Support for Filtering DAGs by Timetable Type 3 months ago
kind:feature area:API good first issue area:UI
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kind:bug area:providers good first issue provider:databricks
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Support Native Kubernetes sidecars in our Chart 3 months ago
good first issue area:helm-chart kind:meta
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kind:feature good first issue area:core area:UI
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kind:bug good first issue area:UI affected_version:3.2
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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46.0K
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Python
#airflow#apache#apache-airflow#automation#dag#data-engineering#data-integration#data-orchestrator#data-pipelines#data-science#elt#etl#machine-learning#mlops#orchestration#python#scheduler#workflow#workflow-engine#workflow-orchestration
kind:feature good first issue area:core needs-triage
apache/airflow apache/airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Open project →
46.0K
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Python
#airflow#apache#apache-airflow#automation#dag#data-engineering#data-integration#data-orchestrator#data-pipelines#data-science#elt#etl#machine-learning#mlops#orchestration#python#scheduler#workflow#workflow-engine#workflow-orchestration