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Slack

Slack

Finance & Ops Analytics

Sync Slack data anywhere.

Slack is an enterprise software platform that facilitates global communication between all sizes of businesses and teams. Slack enables collaborative work to be more efficient and more productive, making it possible for businesses to connect with immediacy from half a world apart. It allows teams to work together in concert, almost as if they were in the same room. Slack transforms the process of communication, bringing it into the 21st century with powerful style.

  • Certified
  • Generally available
  • 5 streams
  • 16 entities
  • Read & write
Sync Slack dataRead the docs
  • 5Streams
  • 16Entities
  • 7Actions
  • 50+Destinations
One connector

Everything Slack can do in Airbyte

  • Sync to your warehouse

    Land 5 Slack tables in 50+ destinations on a schedule you control.

  • Live entity actions

    Read, create, update and delete Slack records at runtime through typed entity actions.

  • Context store search

    Query synced Slack data with filters, sorting and semantic search, without spending Slack API rate limits.

  • Incremental syncs

    Pull only the records that changed since the last run instead of reloading everything.

Sync capabilities

  • Full Refresh SyncSupported
  • Incremental SyncSupported
  • NamespacesNot supported
  • Available onCloud, Self-Managed Enterprise
  • Destinations50+ Airbyte connectors
  • Connector version3.2.18

Set up in 9 steps

  1. First, navigate to the Slack source connector page on Airbyte.com.
  2. Click on the "Add Source" button to begin the process of adding your Slack credentials.
  3. In the "Connection Configuration" section, enter a name for your Slack connection.
  4. Next, enter your Slack workspace's API token in the "API Token" field. You can generate an API token by following the instructions in the Airbyte documentation.
  5. In the "Channels" field, enter the names of the Slack channels you want to sync data from. You can enter multiple channels by separating them with commas.
  6. If you want to filter the data that is synced from Slack, you can enter a date range in the "Start Date" and "End Date" fields.
  7. Once you have entered all the necessary information, click on the "Test" button to ensure that your credentials are valid and that Airbyte can connect to your Slack workspace.
  8. If the test is successful, click on the "Save & Continue" button to save your Slack connection.
  9. You can now use your Slack source connector to sync data from your Slack workspace to your destination of choice.
5 streams

Every table you can sync from Slack

  • Channels (Conversations)

  • Channel Members (Conversation Members)

  • Messages (Conversation History)

    Replicates messages from non-archived, public and private channels that the Slack App is a member of.

  • Users

  • Threads (Conversation Replies)

7 actions

Supported Slack actions

  • List

    Read live records straight from the Slack API.

  • Get

    Fetch a single record by ID.

  • Context Store Search

    Query synced data with filters and sorting, with no API rate limits.

  • Create

    Write a new record back into Slack.

  • Update

    Patch fields on an existing record.

  • Semantic Search

    Natural-language search across synced Slack records.

  • Delete

    Remove a record.

Full parameter-level details live in the Slack entity reference.

Authentication

Authenticate Slack once

  • Sign in via Slack (OAuth)

    Recommended

  • Bot Token

Use cases

What teams build with Slack

  • List all users in my Slack workspace

  • Show me all public channels

  • List members of a public channel

  • Show me recent messages in a public channel

  • Show me thread replies for a recent message

  • List all channels I have access to

FAQ

Common questions

Do I need more than one Slack connection?

No. One Slack authorization powers both the scheduled syncs that land data in your destination and the entity actions your agents call at runtime.

Do Slack entity actions need a sync to run first?

No. Entity actions read and write through the Slack API as they are called, so they work immediately. Context store search is the exception: it queries data Airbyte has already synced, which is what lets it filter and sort without spending API rate limits.

What is ETL?

ETL, an acronym for Extract, Transform, Load, is a vital data integration process. It involves extracting data from diverse sources, transforming it into a usable format, and loading it into a database, data warehouse or data lake. This process enables meaningful data analysis, enhancing business intelligence.

What data can you extract from Slack?

Slack's API provides access to a wide range of data, including:

1. Conversations: This includes information about channels, direct messages, and group messages.

2. Users: This includes information about individual users, such as their name, email address, and profile picture.

3. Files: This includes information about files uploaded to Slack, such as their name, size, and type.

4. Apps: This includes information about the apps installed in Slack, such as their name, description, and permissions.

5. Messages: This includes information about individual messages, such as their text, timestamp, and author.

6. Events: This includes information about events that occur in Slack, such as when a user joins or leaves a channel.

7. Workflows: This includes information about workflows created in Slack, such as their name, description, and status.

8. Analytics: This includes information about how users are interacting with Slack, such as the number of messages sent and received, and the most active channels.

How do I transfer data from Slack?

1. First, navigate to the Slack source connector page on Airbyte.com.

2. Click on the "Add Source" button to begin the process of adding your Slack credentials.

3. In the "Connection Configuration" section, enter a name for your Slack connection.

4. Next, enter your Slack workspace's API token in the "API Token" field. You can generate an API token by following the instructions in the Airbyte documentation.

5. In the "Channels" field, enter the names of the Slack channels you want to sync data from. You can enter multiple channels by separating them with commas.

6. If you want to filter the data that is synced from Slack, you can enter a date range in the "Start Date" and "End Date" fields.

7. Once you have entered all the necessary information, click on the "Test" button to ensure that your credentials are valid and that Airbyte can connect to your Slack workspace.

8. If the test is successful, click on the "Save & Continue" button to save your Slack connection.

9. You can now use your Slack source connector to sync data from your Slack workspace to your destination of choice.

What are top ETL tools to transfer data from Slack?

The most prominent ETL tools to transfer data to include: Airbyte, Fivetran, StitchData, Matillion, Talend Data Integration. These tools help in extracting data from various sources (APIs, databases, and more), transforming it efficiently, and loading it into and other databases, data warehouses and data lakes, enhancing data management capabilities.

What is ELT?

ELT, standing for Extract, Load, Transform, is a modern take on the traditional ETL data integration process. In ELT, data is first extracted from various sources, loaded directly into a data warehouse, and then transformed. This approach enhances data processing speed, analytical flexibility and autonomy.

Difference between ETL and ELT?

ETL and ELT are critical data integration strategies with key differences. ETL (Extract, Transform, Load) transforms data before loading, ideal for structured data. In contrast, ELT (Extract, Load, Transform) loads data before transformation, perfect for processing large, diverse data sets in modern data warehouses. ELT is becoming the new standard as it offers a lot more flexibility and autonomy to data analysts.

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