airbyte/docs/integrations/sources/apify-dataset.md

description

description
Web scraping and automation platform.

Apify Dataset

Overview

Apify is a web scraping and web automation platform providing both ready-made and custom solutions, an open-source JavaScript SDK and Python SDK for web scraping, proxies, and many other tools to help you build and run web automation jobs at scale.

The results of a scraping job are usually stored in the [Apify Dataset](https://docs.apify.com/storage/dataset). This Airbyte connector provides streams to work with the datasets, including syncing their content to your chosen destination using Airbyte.

To sync data from a dataset, all you need to know is your API token and dataset ID.

You can find your personal API token in the Apify Console in the [Settings -> Integrations](https://console.apify.com/account/integrations) and the dataset ID in the [Storage -> Datasets](https://console.apify.com/storage/datasets).

Running Airbyte sync from Apify webhook

When your Apify job (aka Actor run) finishes, it can trigger an Airbyte sync by calling the Airbyte API manual connection trigger (POST /v1/connections/sync). The API can be called from Apify webhook which is executed when your Apify run finishes.

Features

Feature	Supported?
Full Refresh Sync	Yes
Incremental Sync	Yes

Performance considerations

The Apify dataset connector uses Apify Python Client under the hood and should handle any API limitations under normal usage.

Streams

dataset_collection

• Calls api.apify.com/v2/datasets (docs)
• Properties:
  • Apify Personal API token (you can find it here)

dataset

• Calls https://api.apify.com/v2/datasets/{datasetId} (docs)
• Properties:
  • Apify Personal API token (you can find it here)
  • Dataset ID (check the docs)

item_collection

• Calls api.apify.com/v2/datasets/{datasetId}/items (docs)
• Properties:
  • Apify Personal API token (you can find it here)
  • Dataset ID (check the docs)
• Limitations:
  • The stream uses a dynamic schema (all the data are stored under the "data" key), so it should support all the Apify Datasets (produced by whatever Actor).

item_collection_website_content_crawler

• Calls the same endpoint and uses the same properties as the item_collection stream.
• Limitations:
  • The stream uses a static schema which corresponds to the datasets produced by Website Content Crawler Actor. So only datasets produced by this Actor are supported.

Changelog

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Version	Date	Pull Request	Subject
2.2.35	2025-12-16	70793	Update dependencies
2.2.34	2025-11-25	69867	Update dependencies
2.2.33	2025-11-18	69519	Update dependencies
2.2.32	2025-11-04	68843	Update dependencies
2.2.31	2025-10-21	68364	Update dependencies
2.2.30	2025-10-14	67997	Update dependencies
2.2.29	2025-10-07	67163	Update dependencies
2.2.28	2025-09-30	66273	Update dependencies
2.2.27	2025-08-09	64655	Update dependencies
2.2.26	2025-08-02	64432	Update dependencies
2.2.25	2025-07-26	63802	Update dependencies
2.2.24	2025-07-05	62540	Update dependencies
2.2.23	2025-06-28	62139	Update dependencies
2.2.22	2025-06-15	61108	Update dependencies
2.2.21	2025-05-17	60677	Update dependencies
2.2.20	2025-05-10	59857	Update dependencies
2.2.19	2025-05-03	59312	Update dependencies
2.2.18	2025-04-26	58251	Update dependencies
2.2.17	2025-04-12	57599	Update dependencies
2.2.16	2025-04-05	57134	Update dependencies
2.2.15	2025-03-29	56579	Update dependencies
2.2.14	2025-03-22	56107	Update dependencies
2.2.13	2025-03-08	55423	Update dependencies
2.2.12	2025-03-01	54885	Update dependencies
2.2.11	2025-02-22	54235	Update dependencies
2.2.10	2025-02-15	53872	Update dependencies
2.2.9	2025-02-08	53440	Update dependencies
2.2.8	2025-02-01	52904	Update dependencies
2.2.7	2025-01-25	52208	Update dependencies
2.2.6	2025-01-18	51740	Update dependencies
2.2.5	2025-01-11	51257	Update dependencies
2.2.4	2024-12-28	50468	Update dependencies
2.2.3	2024-12-21	50217	Update dependencies
2.2.2	2024-12-14	49553	Update dependencies
2.2.1	2024-12-12	48216	Update dependencies
2.2.0	2024-10-29	47286	Migrate to manifest only format
2.1.27	2024-10-29	47068	Update dependencies
2.1.26	2024-10-12	46837	Update dependencies
2.1.25	2024-10-01	46373	add user-agent header to be able to track Airbyte integration on Apify
2.1.24	2024-10-05	46430	Update dependencies
2.1.23	2024-09-28	46146	Update dependencies
2.1.22	2024-09-21	45820	Update dependencies
2.1.21	2024-09-14	45479	Update dependencies
2.1.20	2024-09-07	45252	Update dependencies
2.1.19	2024-08-31	44962	Update dependencies
2.1.18	2024-08-24	44734	Update dependencies
2.1.17	2024-08-17	44204	Update dependencies
2.1.16	2024-08-10	43607	Update dependencies
2.1.15	2024-08-03	43071	Update dependencies
2.1.14	2024-07-27	42627	Update dependencies
2.1.13	2024-07-20	42364	Update dependencies
2.1.12	2024-07-13	41893	Update dependencies
2.1.11	2024-07-10	41344	Update dependencies
2.1.10	2024-07-09	41189	Update dependencies
2.1.9	2024-07-06	40813	Update dependencies
2.1.8	2024-06-25	40411	Update dependencies
2.1.7	2024-06-22	40187	Update dependencies
2.1.6	2024-06-04	39010	[autopull] Upgrade base image to v1.2.1
2.1.5	2024-04-19	37115	Updating to 0.80.0 CDK
2.1.4	2024-04-18	37115	Manage dependencies with Poetry.
2.1.3	2024-04-15	37115	Base image migration: remove Dockerfile and use the python-connector-base image
2.1.2	2024-04-12	37115	schema descriptions
2.1.1	2023-12-14	33414	Prepare for airbyte-lib
2.1.0	2023-10-13	31333	Add stream for arbitrary datasets
2.0.0	2023-09-18	30428	Fix broken stream, manifest refactor
1.0.0	2023-08-25	29859	Migrate to lowcode
0.2.0	2022-06-20	28290	Make connector work with platform changes not syncing empty stream schemas.
0.1.11	2022-04-27	12397	No changes. Used connector to test publish workflow changes.
0.1.9	2022-04-05	PR#11712	No changes from 0.1.4. Used connector to test publish workflow changes.
0.1.4	2021-12-23	PR#8434	Update fields in source-connectors specifications
0.1.2	2021-11-08	PR#7499	Remove base-python dependencies
0.1.0	2021-07-29	PR#5069	Initial version of the connector