{"categories":[{"label":"Monitoring","url":"https://skillfed.io/packages/category/system-monitoring/4"}],"enrichment":{"capability":"Integrates Apache Airflow with Vespa, enabling workflow orchestration for search and machine learning operations on Vespa clusters.","skillfed_tags":["airflow-provider","search-engine","orchestration"],"use_cases":["Schedule regular data feeds to Vespa search clusters as part of an Airflow pipeline.","Orchestrate machine learning model deployments and updates to Vespa clusters on a fixed schedule.","Build multi-step workflows that query Vespa, process results, and feed refined data back.","Monitor and manage Vespa cluster operations (indexing, redeployment) alongside other Airflow tasks.","Integrate Vespa search operations into larger ETL or data processing DAGs."],"what_it_does":"This is an Apache Airflow provider package that adds Vespa integration capabilities to Airflow workflows. It allows you to orchestrate tasks that interact with Vespa clusters\u2014a search and machine learning engine\u2014directly from Airflow DAGs. The package provides operators and hooks built on top of pyvespa, the official Python client for Vespa, enabling you to define, schedule, and monitor Vespa operations as part of larger data pipelines.\n\nThe package is production-ready (Development Status 5) and actively maintained by the Apache Airflow project. It supports Python 3.10 through 3.14 and requires Airflow >=2.11.0. Installation is straightforward via pip, with low friction since it's a pure-Python wheel with no compiled dependencies.","worth_installing":"Yes. This is an official Apache Airflow provider for Vespa integration, actively maintained with no known vulnerabilities. Install friction is low, the license is permissive, and it's production-ready. Install it if you run Airflow and need to orchestrate Vespa operations; otherwise, it has no value."},"id":"apache-airflow-providers-vespa","links":{"html":"https://skillfed.io/packages/apache-airflow-providers-vespa","md":"https://skillfed.io/packages/apache-airflow-providers-vespa.md","pypi":"https://pypi.org/project/apache-airflow-providers-vespa/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-06-07","license_spdx":"Apache-2.0","license_treatment":"permissive","name":"apache-airflow-providers-vespa","python_support":"supports_current","summary":"Provider package apache-airflow-providers-vespa for Apache Airflow"},"popularity":{"monthly_downloads":124202,"position":11879,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.1.1"}