edits from MC plus additional mods

Author: genwhittTTD

docs/getting-started/gs-permissions.md

@@ -26,5 +26,5 @@ The following table lists the key permissions, the types of participants that co
 | :--- | :--- | :--- |
 | Generator | Publishers | Permission to call the [POST&nbsp;/token/generate](../endpoints/post-token-generate.md), [POST&nbsp;/token/validate](../endpoints/post-token-validate.md), and [POST&nbsp;/token/refresh](../endpoints/post-token-refresh.md) endpoints, to generate UID2 tokens from <Link href="../ref-info/glossary-uid#gl-dii">DII</Link> and to refresh them, using one of these integration methods:<ul><li>A Prebid integration</li><li>The SDK for JavaScript</li><li>An integration that directly calls the applicable API endpoints for retrieving and managing UID2 tokens</li></ul> |
 | Bidder | DSPs | Permission to decrypt UID2 tokens coming in from the <Link href="../ref-info/glossary-uid#gl-bidstream">bidstream</Link> from publishers into raw UID2s for bidding purposes. |
-| Sharer | Any participant type that takes part in UID2 sharing.<br/>For details, see [UID2 Sharing: Overview](../sharing/sharing-overview.md). | Permission to do both of the following:<ul><li>Encrypt raw UID2s into UID2 tokens for sharing with another authorized sharing participant, using a UID2 SDK or Snowflake</li><li>Decrypt UID2 tokens received from another authorized sharing participant into raw UID2s</li></ul> |
+| Sharer | Any participant type that takes part in UID2 sharing.<br/>For details, see [UID2 Sharing: Overview](../sharing/sharing-overview.md). | Permission to do both of the following:<ul><li>Encrypt raw UID2s into UID2 tokens for sharing with another authorized sharing participant, using a UID2 SDK, Snowflake, or Databricks</li><li>Decrypt UID2 tokens received from another authorized sharing participant into raw UID2s</li></ul> |
 | Mapper | Advertisers<br/>Data Providers | Permission to call the following endpoints to map multiple email addresses, phone numbers, or their respective hashes to their raw UID2s, previous raw UID2s, and refresh timestamps:<ul><li>[POST&nbsp;/identity/map](../endpoints/post-identity-map.md) (latest version)</li><li>The earlier v2 identity mapping endpoints: [POST&nbsp;/identity/map (v2)](../endpoints/post-identity-map.md) and [POST&nbsp;/identity/buckets](../endpoints/post-identity-buckets.md)</li></ul> |

docs/guides/integration-advertiser-dataprovider-endpoints.md

@@ -11,7 +11,7 @@ import Link from '@docusaurus/Link';
 
 # Advertiser/Data Provider Integration to HTTP Endpoints
 
-This guide covers integration steps for advertisers and data providers to integrate with UID2 by writing code to call UID2 HTTP endpoints, rather than using another implementation option such as an SDK, Snowflake, or AWS Entity Resolution.
+This guide covers integration steps for advertisers and data providers to integrate with UID2 by writing code to call UID2 HTTP endpoints, rather than using another implementation option such as an SDK, Snowflake, Databricks, or AWS Entity Resolution.
 
 :::tip
 For a summary of all integration options and steps for advertisers and data providers, see [Advertiser/Data Provider Integration Overview](integration-advertiser-dataprovider-overview.md).

docs/guides/integration-advertiser-dataprovider-overview.md

@@ -53,7 +53,7 @@ The following table shows the implementation options that are available for adve
 
 | High-Level Step | Implementation Options |
 | --- | --- |
-| [1: Generate Raw UID2s from DII](#1-generate-raw-uid2s-from-dii) | Use any of the following options to map DII to raw UID2s:<ul><li>One of these UID2 SDKs:<ul><li>Python SDK: [Map DII to Raw UID2s](../sdks/sdk-ref-python.md#map-dii-to-raw-uid2s)</li><li>Java SDK: [Usage for Advertisers/Data Providers](../sdks/sdk-ref-java.md#usage-for-advertisersdata-providers)</li></ul></li><li>Snowflake: [Map DII](integration-snowflake.md#map-dii)</li><li>AWS Entity Resolution: [AWS Entity Resolution Integration Guide](integration-aws-entity-resolution.md)</li><li>HTTP endpoints: [POST&nbsp;/identity/map](../endpoints/post-identity-map.md)</li></ul> |
+| [1: Generate Raw UID2s from DII](#1-generate-raw-uid2s-from-dii) | Use any of the following options to map DII to raw UID2s:<ul><li>One of these UID2 SDKs:<ul><li>Python SDK: [Map DII to Raw UID2s](../sdks/sdk-ref-python.md#map-dii-to-raw-uid2s)</li><li>Java SDK: [Usage for Advertisers/Data Providers](../sdks/sdk-ref-java.md#usage-for-advertisersdata-providers)</li></ul></li><li>Snowflake: [Map DII](integration-snowflake.md#map-dii)</li><li>Databricks: [Map DII](integration-databricks.md#map-dii)</li><li>AWS Entity Resolution: [AWS Entity Resolution Integration Guide](integration-aws-entity-resolution.md)</li><li>HTTP endpoints: [POST&nbsp;/identity/map](../endpoints/post-identity-map.md)</li></ul> |
 | [2: Store Raw UID2s and Refresh Timestamps](#2-store-raw-uid2s-and-refresh-timestamps) | Custom (your choice). |
 | [3: Manipulate or Combine Raw UID2s](#3-manipulate-or-combine-raw-uid2s) | Custom (your choice). |
 | [4: Send Stored Raw UID2s to DSPs to Create Audiences or Conversions](#4-send-stored-raw-uid2s-to-dsps-to-create-audiences-or-conversions) | Custom (your choice). |
@@ -87,6 +87,8 @@ To generate raw UID2s, use one of the following options:
 
 - Snowflake: See [Map DII](integration-snowflake.md#map-dii).
 
+- Databricks: See [Map DII](integration-databricks.md#map-dii).
+
 - AWS Entity Resolution: See [AWS Entity Resolution Integration Guide](integration-aws-entity-resolution.md).
 
 - HTTP endpoints: [POST&nbsp;/identity/map](../endpoints/post-identity-map.md). For details, see [Generate Raw UID2s from DII](integration-advertiser-dataprovider-endpoints.md#1-generate-raw-uid2s-from-dii).

docs/guides/integration-databricks.md

@@ -10,37 +10,35 @@ displayed_sidebar: docs
 
 import Link from '@docusaurus/Link';
 
-# UID2 Databricks Clean Room Integration Guide
+# Databricks Clean Rooms Integration Guide
 
 This guide is for advertisers and data providers who want to convert their user data to raw UID2s in a Databricks environment.
 
-[**GWH__MC01 "Amazon Web Services, Google Cloud Platform, or Microsoft Azure." -- which do we use? Or, any and all? And Matt said: "Let's discuss next week."**]
-
 ## Integration Overview
 
-A Databricks clean room is a secure and privacy-protected environment where multiple parties can work together on sensitive enterprise data without direct access to each other's data.
+[Databricks Clean Rooms](https://docs.databricks.com/aws/en/clean-rooms/) is a Databricks data warehousing solution, where you as a partner can store your data and integrate with the UID2 framework. Using Databricks Clean Rooms, UID2 enables you to securely share consumer identifier data without exposing sensitive <Link href="../ref-info/glossary-uid#gl-dii">directly identifying information (DII)</Link>.
 
-In the context of UID2, you set up the clean room and place your data there. You set up a trust relationship with the UID2 Operator and allow the Operator to convert your data to raw UID2s.
+In the context of UID2, you set up the Databricks Clean Rooms environment and place your data there. You set up a trust relationship with the UID2 Operator and allow the Operator to convert your data to raw UID2s.
 
-The Secure Clean Room environment ensures that all UID2 operations occur within your Databricks workspace. You never send raw <Link href="../ref-info/glossary-uid#gl-dii">DII</Link>, and all calculations are performed via programmable, policy-enforced queries.
+With UID2 supported in the clean room, advertisers and data partners can securely process their first-party data within Databricks.
 
-With UID2 supported in the Databricks environment, advertisers and data partners can securely connect their first-party data to drive more relevant and measurable campaigns across the open internet.
+[**GWH__EE01 is it only first-party data, or just data? If they're just sending phone numbers and emails, I don't see what the difference is... it's just data?**]
 
-[**GWH__MC11 is it only first-party data for the moment? If they're just sending phone numbers and emails, I don't see what the difference is... it's just data?**]
+[**GWH__EE02 Please provide any additional content you want in the overview. Thx.**]
 
+<!-- 
 ## Databricks Partner Network Listing
 
-[**GWH__EE or MC for listing update when available. https://www.databricks.com/company/partners/technology? Guessing it will be here.**]
+[**GWH__EE or MC for listing update when available. https://www.databricks.com/company/partners/technology?**] 
+-->
 
 ## Functionality
 
 The following table summarizes the functionality available with the UID2 Databricks integration.
 
 | Encrypt Raw UID2 to UID2 Token for Sharing | Decrypt UID2 Token to Raw UID2 | Generate UID2 Token from DII | Refresh UID2 Token | Map DII to Raw UID2s |
 | :--- | :--- | :--- | :--- | :--- |
-| &#8212; | &#8212; | &#8212;* | &#8212; | &#9989; |
-
-*You cannot use Databricks to generate a UID2 token directly from <Link href="../ref-info/glossary-uid#gl-dii">DII</Link>. However, you can convert DII to a raw UID2, and then encrypt the raw UID2 into a UID2 token.
+| &#8212; | &#8212; | &#8212; | &#8212; | &#9989; |
 
 ## Key Benefits
 
@@ -63,7 +61,7 @@ At a high level, the following are the steps to set up your Databricks integrati
 
 ### Create Clean Room for UID2 Collaboration
 
-As a starting point, create a Databricks clean room&#8212;a secure environment for you to collaborate with UID2 to process your data.
+As a starting point, create a Databricks Clean Rooms environment&#8212;a secure environment for you to collaborate with UID2 to process your data.
 
 Follow the steps in [Create clean rooms](https://docs.databricks.com/aws/en/clean-rooms/create-clean-room) in the Databricks documentation. Use the correct sharing identifier based on the [UID2 environment](../getting-started/gs-environments) you want to connect to: see [UID2 Sharing Identifiers](#uid2-sharing-identifiers).
 
@@ -90,13 +88,13 @@ Add one or more tables or views to the clean room. You can use any names for the
 
 ### Map DII
 
-Run the `identity_map_v3` clean room [notebook](https://docs.databricks.com/aws/en/notebooks/) to map email addresses, phone numbers, or their respective hashes to raw UID2s.
+Run the `identity_map_v3` Databricks Clean Rooms [notebook](https://docs.databricks.com/aws/en/notebooks/) to map email addresses, phone numbers, or their respective hashes to raw UID2s.
 
 A successful notebook run results in raw UID2s populated in the output table. For details, see [Output Table](#output-table).
 
-## Running the Clean Room Notebook
+## Running the Clean Rooms Notebook
 
-This section provides details to help you use your Databricks clean room to process your DII into raw UID2s, including the following:
+This section provides details to help you use your Databricks Clean Rooms environment to process your DII into raw UID2s, including the following:
 
 - [Notebook Parameters](#notebook-parameters)
 - [Input Table](#input-table)
@@ -115,7 +113,7 @@ For example, to map DII in the clean room table named `creator.default.emails`,
 | Parameter Name | Description |
 | :--- | :--- |
 | `input_schema` | The schema containing the table or view. |
-| `input_table` | The name of the table or view containing the DII to be mapped. |
+| `input_table` | The name you specify for the table or view containing the DII to be mapped. |
 
 ### Input Table
 
@@ -163,7 +161,13 @@ The following table shows possible values for the `UNMAPPED` column in the outpu
 
 ## Testing in the Integ Environment
 
-[**GWH__MC content for this section is to come.**]
+If you'd like to test the Databricks Clean Rooms implementation before signing a UID2 POC, you can ask your UID2 contact for access in the integ (integration) environment. This environment is for testing only, and has no production data.
+
+In the request, be sure to include your sharing identifier, and use the sharing identifier for the UID2 integration environment. For details, see [UID2 Sharing Identifiers](#uid2-sharing-identifiers).
+
+While you're waiting to hear back, you could create the clean room, invite UID2, and put your assets into the clean room. For details, see [Integration Steps](#integration-steps).
+
+When your access is ready, your UID2 contact notifies you.
 
 ## Reference
 
@@ -192,6 +196,3 @@ At the top, click the gear icon and select **Delta Sharing**.
 On the **Shared with me** tab, in the upper right, click your Databricks sharing organization and then select **Copy sharing identifier**.
 
 For details, see [Request the recipient's sharing identifier](https://docs.databricks.com/aws/en/delta-sharing/create-recipient#step-1-request-the-recipients-sharing-identifier) in the Databricks documentation.
-
-
-

docs/guides/summary-guides.md

@@ -102,6 +102,7 @@ The following documentation resources are available for advertisers and data pro
 | :--- | :--- |
 | [Advertiser/Data Provider Overview](integration-advertiser-dataprovider-overview.md) | This guide provides an overview of integration options for organizations that collect user data and push it to other UID2 participants. |
 | [Snowflake Integration Guide](integration-snowflake.md) | Instructions for generating UID2s from emails within Snowflake. |
+| [Databricks Clean Rooms Integration Guide](integration-databricks.md) | Instructions for generating UID2s from emails or phone numbers in a Databricks Clean Rooms environment. |
 | [AWS Entity Resolution Integration Guide](integration-aws-entity-resolution.md) | Instructions for integrating with the UID2 framework using AWS Entity Resolution. |
 | [Advertiser/Data Provider Integration to HTTP Endpoints](integration-advertiser-dataprovider-endpoints.md) | This guide covers integration steps for advertisers and data providers to integrate with UID2 by writing code to call UID2 HTTP endpoints, rather than using another implementation option such as an SDK, Snowflake, or AWS Entity Resolution. |
 | [Client-Side Integration Guide for JavaScript](integration-javascript-client-side.md) | A guide for advertisers and data providers who want to use this SDK for adding a UID2 token to their tracking pixels.<!-- UID2_only: Not applicable for EUID --> |

docs/overviews/overview-advertisers.md

@@ -76,6 +76,7 @@ The following documentation resources are available for advertisers and data pro
 | :--- | :--- | :--- |
 | Overview of integration options for organizations that collect user data and push it to other UID2 participants | [Advertiser/Data Provider Integration Overview](../guides/integration-advertiser-dataprovider-overview.md) | This guide covers integration workflows for mapping identity for audience-building and targeting. |
 | Snowflake | [Snowflake Integration Guide](../guides/integration-snowflake.md) | This guide provides instructions for generating UID2s from emails within Snowflake. |
+| Databricks Clean Rooms | [Databricks Clean Rooms Integration Guide](../guides/integration-databricks.md) | This guide provides instructions for generating UID2s from emails or phone numbers in a Databricks Clean Rooms environment. |
 | AWS Entity Resolution | [AWS Entity Resolution Integration Guide](../guides/integration-aws-entity-resolution.md) | This guide provides instructions for integrating with the UID2 framework using AWS Entity Resolution. |
 | Integration steps for organizations that collect user data and push it to other UID2 participants, using UID2 HTTP endpoints only | [Advertiser/Data Provider Integration to HTTP Endpoints](../guides/integration-advertiser-dataprovider-endpoints.md) | This guide covers integration steps for advertisers and data providers to integrate with UID2 by writing code to call UID2 HTTP endpoints, rather than using another implementation option such as an SDK, Snowflake, or AWS Entity Resolution. |
 | Integration steps for advertisers and data providers who want to use the client-side JavaScript SDK for adding a UID2 token to their tracking pixels. | [Client-Side Integration Guide for JavaScript](../guides/integration-javascript-client-side.md) | This guide provides instructions for generating UID2 tokens (advertising tokens) using only JavaScript client-side changes.<!-- UID2_only: Not applicable for EUID --> |

docs/overviews/overview-data-providers.md

@@ -81,6 +81,7 @@ The following documentation resources are available for advertisers and data pro
 | :--- | :--- | :--- |
 | Overview of integration options for organizations that collect user data and push it to other UID2 participants | [Advertiser/Data Provider Integration Overview](../guides/integration-advertiser-dataprovider-overview.md) | This guide covers integration workflows for mapping identity for audience-building and targeting. |
 | Snowflake | [Snowflake Integration Guide](../guides/integration-snowflake.md) | This guide provides instructions for generating UID2s from emails within Snowflake. |
+| Databricks Clean Rooms | [Databricks Clean Rooms Integration Guide](../guides/integration-databricks.md) | This guide provides instructions for generating UID2s from emails or phone numbers in a Databricks Clean Rooms environment. |
 | AWS Entity Resolution | [AWS Entity Resolution Integration Guide](../guides/integration-aws-entity-resolution.md) | This guide provides instructions for integrating with the UID2 framework using AWS Entity Resolution. |
 | Integration steps for organizations that collect user data and push it to other UID2 participants, using UID2 HTTP endpoints only | [Advertiser/Data Provider Integration to HTTP Endpoints](../guides/integration-advertiser-dataprovider-endpoints.md) | This guide covers integration steps for advertisers and data providers to integrate with UID2 by writing code to call UID2 HTTP endpoints, rather than using another implementation option such as an SDK, Snowflake, or AWS Entity Resolution. |
 | Integration steps for advertisers and data providers who want to use the client-side JavaScript SDK for adding a UID2 token to their tracking pixels. | [Client-Side Integration Guide for JavaScript](../guides/integration-javascript-client-side.md) | This guide provides instructions for generating UID2 tokens (advertising tokens) using only JavaScript client-side changes.<!-- UID2_only: Not applicable for EUID --> |

docs/ref-info/updates-doc.md

@@ -32,7 +32,7 @@ November 25, 2025
 
 We've added an integration guide for the UID2 Databricks integration.
 
-For details, see [UID2 Databricks Clean Room Integration Guide](../guides/integration-databricks.md).
+For details, see [UID2 Databricks Clean Rooms Integration Guide](../guides/integration-databricks.md).
 
 <!-- APIDOCS-2552 -->
 

docs/summary-doc-v2.md

@@ -18,5 +18,5 @@ For details on using the API, see the following pages.
 | :--- | :--- |
 | [Encrypting Requests and Decrypting Responses](getting-started/gs-encryption-decryption.md) | The high-level request-response workflow for the UID2 APIs, requirements for encrypting requests and decrypting responses, and respective script examples in different programming languages. |
 | [Endpoints](endpoints/summary-endpoints.md) | The API reference for managing identity tokens and mapping email addresses, phone numbers, or hashes to their UID2s and salt bucket IDs used to generate the UID2s.<br/>NOTE: The integration environment and the production environment require different [API keys](ref-info/glossary-uid.md#gl-api-key). |
-| [Integration Guides](guides/summary-guides.md) | The UID2 integration workflows for UID2 participants, such as publishers, DSPs, advertisers, and data providers, as well as Operator Enterprise Partners, such as Microsoft Azure, AWS, and Snowflake. |
+| [Integration Guides](guides/summary-guides.md) | The UID2 integration workflows for UID2 participants, such as publishers, DSPs, advertisers, and data providers, as well as Operator Enterprise Partners, such as Microsoft Azure, AWS, Snowflake, and Databricks. |
 | [SDKs](sdks/summary-sdks.md) | Links to documentation for using UID2 SDKs. | 

i18n/ja/docusaurus-plugin-content-docs/current/guides/integration-databricks.md

@@ -10,6 +10,6 @@ displayed_sidebar: docs
 
 import Link from '@docusaurus/Link';
 
-# UID2 Databricks Clean Room Integration Guide
+# UID2 Databricks Clean Rooms Integration Guide
 
 **COPY OF DATABRICKS DOC WILL GO HERE WHEN IT'S FINALIZED.**