From c0299fb6494521181c18a8a5a1e0b37d8f9180b8 Mon Sep 17 00:00:00 2001 From: Lukas Goetz-Weiss Date: Thu, 19 Mar 2026 19:08:42 -0600 Subject: [PATCH 01/21] snowflake experiments guide ready for review --- config/_default/menus/main.en.yaml | 5 + content/en/experiments/guide/_index.md | 16 +++ .../experiments/guide/connecting_snowflake.md | 97 ++++++++++++++++++ .../experiment/guide/Untitled.png | Bin 0 -> 58043 bytes .../guide/snowflake_experiment_setup.png | Bin 0 -> 74382 bytes .../guide/snowflake_main_integration.png | Bin 0 -> 151972 bytes 6 files changed, 118 insertions(+) create mode 100644 content/en/experiments/guide/_index.md create mode 100644 content/en/experiments/guide/connecting_snowflake.md create mode 100644 static/images/product_analytics/experiment/guide/Untitled.png create mode 100644 static/images/product_analytics/experiment/guide/snowflake_experiment_setup.png create mode 100644 static/images/product_analytics/experiment/guide/snowflake_main_integration.png diff --git a/config/_default/menus/main.en.yaml b/config/_default/menus/main.en.yaml index 57b29141d98..0805b00d09d 100644 --- a/config/_default/menus/main.en.yaml +++ b/config/_default/menus/main.en.yaml @@ -8897,6 +8897,11 @@ menu: parent: pa_experiments identifier: pa_experiments_troubleshooting weight: 4 + - name: Guides + url: experiments/guide/ + parent: pa_experiments + identifier: pa_experiments_guide + weight: 5 - name: Guides url: product_analytics/guide/ parent: product_analytics diff --git a/content/en/experiments/guide/_index.md b/content/en/experiments/guide/_index.md new file mode 100644 index 00000000000..8c79a1aee51 --- /dev/null +++ b/content/en/experiments/guide/_index.md @@ -0,0 +1,16 @@ +--- +title: Experiments Guides +private: true +disable_toc: true +cascade: + algolia: + rank: 20 + category: Guide + subcategory: Experiment Guides +--- + +{{< whatsnext desc="General Experients:" >}} + {{< nextlink href="experiments/guide/connecting_snowflake" >}}Connect Snowflake for Warehouse Native Experimentation +{{< /nextlink >}} + +{{< /whatsnext >}} diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md new file mode 100644 index 00000000000..0fc3d4ee32c --- /dev/null +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -0,0 +1,97 @@ +--- +title: Connect Snowflake for Warehouse Native Experimentation +description: Connect a Snowflake service account to enable warehouse native experimentation. +further_reading: +- link: "/experiments/defining_metrics" + tag: "Documentation" + text: "Defining metrics in Datadog Experiments" +- link: "https://www.datadoghq.com/blog/experimental-data-datadog/" + tag: "Blog" + text: "How to bridge speed and quality in experiments through unified data" +--- + +## Overview + +This guide walks through connecting Snowflake to Datadog to enable warehouse-native experiment analysis. This is done in two steps: + +1. Creating a dedicated Snowflake user and granting the required privileges +2. Configuring the connection in the Datadog interface + +## Step 1: Prepare the Snowflake Service Account + +### Create a Dedicated Service User and Role + +Datadog encourages Key Pair Authentication for maximum security. To create a public RSA key, follow [these docs][1] from Snowflake. Note that Datadog currently only supports unencrypted private keys. + +Once you have your RSA key, run the following commands in Snowflake to create the service account, replacing `` with your key. + +```sql +USE ROLE ACCOUNTADMIN; +CREATE ROLE IF NOT EXISTS datadog_experiments_role; +CREATE USER IF NOT EXISTS datadog_experiments_user + RSA_PUBLIC_KEY = ''; +GRANT ROLE datadog_experiments_role TO USER datadog_experiments_user; +ALTER USER datadog_experiments_user SET DEFAULT_ROLE = datadog_experiments_role; +``` + +### Grant Role Privileges + +Grant the new role the read privileges on any tables from which you intend to create metrics. Replace the database, schema, and table names with the appropriate values. + +```sql +GRANT USAGE ON DATABASE TO ROLE datadog_experiments_role; +GRANT USAGE ON SCHEMA . TO ROLE datadog_experiments_role; +GRANT SELECT ON TABLE .. TO ROLE datadog_experiments_role; +GRANT SELECT ON TABLE .. TO ROLE datadog_experiments_role; +... +GRANT SELECT ON TABLE .. TO ROLE datadog_experiments_role; +``` + +### Create Output Schema + +Datadog will write experiment exposure logs and intermediate metric results to tables in a dedicated output schema. The service role needs full access to this schema. Grant these privileges by running the following, again replacing the database name with the appropriate value. + +```sql +CREATE SCHEMA IF NOT EXISTS .datadog_experiments_output; +GRANT ALL ON SCHEMA .datadog_experiments_output TO ROLE datadog_experiments_role; +GRANT ALL PRIVILEGES ON FUTURE TABLES IN SCHEMA .datadog_experiments_output TO ROLE datadog_experiments_role; +``` + +### Create Experiment Warehouse (optional) + +We recommend creating a dedicated warehouse for Datadog Experiments. While this is optional, ensure that the role created above has access to at least one warehouse to use for computing results. This warehouse will need to be provided when adding Snowflake credentials in the Datadog UI in the steps below. + + +```sql +CREATE WAREHOUSE IF NOT EXISTS datadog_experiments_wh + WAREHOUSE_SIZE = + AUTO_SUSPEND = 300 + INITIALLY_SUSPENDED = true; +GRANT ALL PRIVILEGES ON WAREHOUSE datadog_experiments_wh TO ROLE datadog_experiments_role; +``` + +## Step 2: Connect Datadog to Snowflake + +Once the service account has been created, connect Snowflake to Datadog by navigating to the [integrations page][2] and searching for Snowflake. Enter your account URL, username (for instance, `datadog_experiments_user`), and your RSA private key. To find your account URL, see the [Snowflake docs][3]. + +If you’re only using the Snowflake integration for warehouse-native experiment analysis, you can opt out of collecting other resources. + +The privileges granted above are sufficient for running warehouse native experiments. The additional grants described on this setup page are only required if you plan to leverage other warehouse observability functionality in Datadog. To learn about other Datadog Snowflake integrations, see the [Snowflake integration page][4]. + +{{< img src="/product_analytics/experiment/guide/snowflake_main_integration.png" alt="Datadog Snowflake integration, showing settings and options for connecting Snowflake to Datadog." style="width:90%;" >}} + +### Configure Experiment Settings + +Once your Snowflake user is connected to Datadog, navigate to the [Experiment Warehouse Connection][5] page and click **Connect a data warehouse** to configure Experiment settings. Select the Snowflake integration you created above and enter the User, Role, Database, and Schema you created in step 1. + +{{< img src="/product_analytics/experiment/guide/snowflake_experiment_setup.png" alt="Datadog Experiments Snowflake Settings, showing required inputs." style="width:90%;" >}} + +## Further reading + +{{< partial name="whats-next/whats-next.html" >}} + +[1]: https://docs.snowflake.com/en/user-guide/key-pair-auth +[2]: https://app.datadoghq.com/integrations +[3]: https://docs.snowflake.com/en/user-guide/organizations-connect#standard-account-urls +[4]: /integrations/snowflake-web/ +[5]: https://app.datadoghq.com/product-analytics/experiments/settings/warehouse-connections \ No newline at end of file diff --git a/static/images/product_analytics/experiment/guide/Untitled.png b/static/images/product_analytics/experiment/guide/Untitled.png new file mode 100644 index 0000000000000000000000000000000000000000..7e7d9e778ea602e78769829598a7fb749d57c203 GIT binary patch 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static/images/product_analytics/experiment/guide/Untitled.png diff --git a/content/en/experiments/guide/_index.md b/content/en/experiments/guide/_index.md index 8c79a1aee51..586c2c026b8 100644 --- a/content/en/experiments/guide/_index.md +++ b/content/en/experiments/guide/_index.md @@ -10,7 +10,7 @@ cascade: --- {{< whatsnext desc="General Experients:" >}} - {{< nextlink href="experiments/guide/connecting_snowflake" >}}Connect Snowflake for Warehouse Native Experimentation + {{< nextlink href="experiments/guide/connecting_snowflake" >}}Connect Snowflake for Warehouse Native Experiment Analysis {{< /nextlink >}} {{< /whatsnext >}} diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index 0fc3d4ee32c..3293d99c5b7 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -1,6 +1,6 @@ --- -title: Connect Snowflake for Warehouse Native Experimentation -description: Connect a Snowflake service account to enable warehouse native experimentation. +title: Connect Snowflake for Warehouse Native Experiment Analysis +description: Connect a Snowflake service account to enable warehouse native experiment analysis. further_reading: - link: "/experiments/defining_metrics" tag: "Documentation" diff --git a/static/images/product_analytics/experiment/guide/Untitled.png b/static/images/product_analytics/experiment/guide/Untitled.png deleted file mode 100644 index 7e7d9e778ea602e78769829598a7fb749d57c203..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 58043 zcmeFYWk6JK*EdQjAkr$*9nv8kLw9#0EjctpgLHSNgh+RHNQZQHcXypZ@8`My;W^*V z`{~uq%$~jW)vK=GT34W~vF2oT8H0F6w{4Iv;z17qW1RTXB?JcpZDQ+?j?@``UuIU^8|`n+=nvhbr3py<7Z zLB%EtrYe0WD9EeUDunuC3aUpP1)*A~O&h~NPFAJt6ZD4GGI8x)^VQ-N*^Gg#($iB(X6uHb6@(|hob4AWXuI5LBx!?H6w%p)woRmDoK`8PqeKXe4Q&{UmZn5PA=U> z=Db%q0~RsA6C;58q=Bo~qd$>iu-AxO!pWINf&X~bH~?ngR z2G`lzKtaL=8? 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zJ-|vZb~;$>w@-ry2J(PbJ$>V8M^oP(U(<;ws6AuL!k4RQW$xg_@=7$FVbcU3Ds+9k zzMPs@7-D&|1zH{l%{k|f#XSw-W2~5J7*7Mh|GR;xH_Nt;4U87m424cJ{RdYP~Z&e*S$m`lfhQoxX$aNfVh=#b7}BH2DeAV zi1KL*8?Hwxg<7+?MZNPd6MLca1KOZW^1fY7`NxBMZg!M4yYnp$yxQ~@FA2`{l2MNH z$}aLsQI;Ok@gz*VWjvCbtG+r=O8VoA>y5!*>T3Jys?!$ZgoPO!Dy^>G_uj0R(4E+V zrl4nj!i`32J+L0+e0C*GRtMef&8kdxxN)?!)N6b=kQKP&`y__zBY|tY?w_xQqoOy7Yb7wrTy)7 zMDS3i3MKH>cDUG}t4Q2sAm3^{jIbv&5PkTGyx{4xXW|z*o#94lSz(7I(pp0e?|82H zMgl4o%acrY{?8k^op@gf*oX~xO4&fk=$5Njq%JLIICFWgV{l;VD*@~mfZebXW%u&8 zk3}E72g*)C31Bik7|S}~jkt)v5YRQT%qO;t$#rWA6hvEBb&E};_|2Xi(MbVJHvYO3 zh=a*Q;{zejB=J6FA!Rq^rY=UnUXwkj$_fE_-`v1VM)^0BnTd+fbpGozRAt?M>C)C0b?t_x{p`t zw>JtAX$-Kw)sM!kEqFoUNn2X61=d0zPNE>9u= Pf271-z9 Date: Fri, 20 Mar 2026 21:37:53 -0400 Subject: [PATCH 03/21] Edited the content in step 1 --- content/en/experiments/guide/_index.md | 4 +-- .../experiments/guide/connecting_snowflake.md | 29 +++++++++++-------- 2 files changed, 19 insertions(+), 14 deletions(-) diff --git a/content/en/experiments/guide/_index.md b/content/en/experiments/guide/_index.md index 586c2c026b8..377e4a941e9 100644 --- a/content/en/experiments/guide/_index.md +++ b/content/en/experiments/guide/_index.md @@ -9,8 +9,8 @@ cascade: subcategory: Experiment Guides --- -{{< whatsnext desc="General Experients:" >}} - {{< nextlink href="experiments/guide/connecting_snowflake" >}}Connect Snowflake for Warehouse Native Experiment Analysis +{{< whatsnext desc="Connect warehouse data to Datadog Experiments:" >}} + {{< nextlink href="experiments/guide/connecting_snowflake" >}}Connect Snowflake Data to Datadog Experiments {{< /nextlink >}} {{< /whatsnext >}} diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index 3293d99c5b7..41d9cad2a02 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -17,13 +17,14 @@ This guide walks through connecting Snowflake to Datadog to enable warehouse-nat 1. Creating a dedicated Snowflake user and granting the required privileges 2. Configuring the connection in the Datadog interface -## Step 1: Prepare the Snowflake Service Account +## Step 1: Prepare the Snowflake service account -### Create a Dedicated Service User and Role +### Create a dedicated service user and role in Snowflake -Datadog encourages Key Pair Authentication for maximum security. To create a public RSA key, follow [these docs][1] from Snowflake. Note that Datadog currently only supports unencrypted private keys. +1. Use the [Snowflake documentation][6] to create a private-public key-pair for enhanced authentication. +1. Run the following commands in Snowflake to create the user and role in the service account. Replace `` with the public key you generated in the previous step. -Once you have your RSA key, run the following commands in Snowflake to create the service account, replacing `` with your key. +**Note**: Datadog only supports unencrypted private keys. ```sql USE ROLE ACCOUNTADMIN; @@ -34,9 +35,10 @@ GRANT ROLE datadog_experiments_role TO USER datadog_experiments_user; ALTER USER datadog_experiments_user SET DEFAULT_ROLE = datadog_experiments_role; ``` -### Grant Role Privileges +### Grant privileges to the role -Grant the new role the read privileges on any tables from which you intend to create metrics. Replace the database, schema, and table names with the appropriate values. +1. Identify the tables in Snowflake from which you intend to create metrics. +1. Run the following command to grant _read_ privileges to the new role, allowing the role to read the tables. Replace ``, ``, and `` with their appropriate values. ```sql GRANT USAGE ON DATABASE TO ROLE datadog_experiments_role; @@ -47,9 +49,9 @@ GRANT SELECT ON TABLE .. TO ROLE datadog_experiments_r GRANT SELECT ON TABLE .. TO ROLE datadog_experiments_role; ``` -### Create Output Schema +### Grant access to output schema -Datadog will write experiment exposure logs and intermediate metric results to tables in a dedicated output schema. The service role needs full access to this schema. Grant these privileges by running the following, again replacing the database name with the appropriate value. +Datadog writes experiment exposure logs and intermediate metric results to tables in a dedicated output schema. Run the following command to grant the service role full access to this schema. Replace `` with the appropriate value. ```sql CREATE SCHEMA IF NOT EXISTS .datadog_experiments_output; @@ -59,7 +61,9 @@ GRANT ALL PRIVILEGES ON FUTURE TABLES IN SCHEMA .datadog_experiments_o ### Create Experiment Warehouse (optional) -We recommend creating a dedicated warehouse for Datadog Experiments. While this is optional, ensure that the role created above has access to at least one warehouse to use for computing results. This warehouse will need to be provided when adding Snowflake credentials in the Datadog UI in the steps below. +Datadog recommends creating a dedicated warehouse for Datadog Experiments. Ensure that the [role created](#create-a-dedicated-service-user-and-role-in-snowflake) has access to at least one warehouse to use for computing results. + +**Note**: You need to provide the name of this warehouse when adding Snowflake credentials in the Datadog UI in [Step 2](#step-2-connect-snowflake-to-datadog). ```sql @@ -70,7 +74,7 @@ CREATE WAREHOUSE IF NOT EXISTS datadog_experiments_wh GRANT ALL PRIVILEGES ON WAREHOUSE datadog_experiments_wh TO ROLE datadog_experiments_role; ``` -## Step 2: Connect Datadog to Snowflake +## Step 2: Connect Snowflake to Datadog Once the service account has been created, connect Snowflake to Datadog by navigating to the [integrations page][2] and searching for Snowflake. Enter your account URL, username (for instance, `datadog_experiments_user`), and your RSA private key. To find your account URL, see the [Snowflake docs][3]. @@ -80,7 +84,7 @@ The privileges granted above are sufficient for running warehouse native experim {{< img src="/product_analytics/experiment/guide/snowflake_main_integration.png" alt="Datadog Snowflake integration, showing settings and options for connecting Snowflake to Datadog." style="width:90%;" >}} -### Configure Experiment Settings +## Step 3: Configure Experiment Settings Once your Snowflake user is connected to Datadog, navigate to the [Experiment Warehouse Connection][5] page and click **Connect a data warehouse** to configure Experiment settings. Select the Snowflake integration you created above and enter the User, Role, Database, and Schema you created in step 1. @@ -94,4 +98,5 @@ Once your Snowflake user is connected to Datadog, navigate to the [Experiment Wa [2]: https://app.datadoghq.com/integrations [3]: https://docs.snowflake.com/en/user-guide/organizations-connect#standard-account-urls [4]: /integrations/snowflake-web/ -[5]: https://app.datadoghq.com/product-analytics/experiments/settings/warehouse-connections \ No newline at end of file +[5]: https://app.datadoghq.com/product-analytics/experiments/settings/warehouse-connections +[6]: https://docs.snowflake.com/en/user-guide/key-pair-auth#configuring-key-pair-authentication \ No newline at end of file From 18b5efadd14f2a30a241441a52a1b051cbadb01d Mon Sep 17 00:00:00 2001 From: Ida Adjivon Date: Fri, 20 Mar 2026 21:40:53 -0400 Subject: [PATCH 04/21] quick change --- content/en/experiments/guide/connecting_snowflake.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index 41d9cad2a02..106ecb4f82c 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -63,7 +63,7 @@ GRANT ALL PRIVILEGES ON FUTURE TABLES IN SCHEMA .datadog_experiments_o Datadog recommends creating a dedicated warehouse for Datadog Experiments. Ensure that the [role created](#create-a-dedicated-service-user-and-role-in-snowflake) has access to at least one warehouse to use for computing results. -**Note**: You need to provide the name of this warehouse when adding Snowflake credentials in the Datadog UI in [Step 2](#step-2-connect-snowflake-to-datadog). +**Note**: You need to provide the name of this warehouse when adding Snowflake credentials in Datadog in [Step 2](#step-2-connect-snowflake-to-datadog). ```sql From a4ce6629bddf1d54fb3570905b89fa80099f6f75 Mon Sep 17 00:00:00 2001 From: Ida Adjivon Date: Sat, 21 Mar 2026 19:15:01 -0400 Subject: [PATCH 05/21] modified step 2 content. --- .../experiments/guide/connecting_snowflake.md | 31 ++++++++++++------- 1 file changed, 19 insertions(+), 12 deletions(-) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index 106ecb4f82c..71204e4f6bb 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -12,16 +12,15 @@ further_reading: ## Overview -This guide walks through connecting Snowflake to Datadog to enable warehouse-native experiment analysis. This is done in two steps: +This guide walks through connecting Snowflake to Datadog to enable warehouse-native experiment analysis. -1. Creating a dedicated Snowflake user and granting the required privileges -2. Configuring the connection in the Datadog interface +The examples in this guide use `datadog_experiments_user` and `datadog_experiments_role` as the service account user and role. Replace these with your own values. ## Step 1: Prepare the Snowflake service account ### Create a dedicated service user and role in Snowflake -1. Use the [Snowflake documentation][6] to create a private-public key-pair for enhanced authentication. +1. Use the [Snowflake documentation][6] to create a public and private key-pair for enhanced authentication. 1. Run the following commands in Snowflake to create the user and role in the service account. Replace `` with the public key you generated in the previous step. **Note**: Datadog only supports unencrypted private keys. @@ -51,7 +50,7 @@ GRANT SELECT ON TABLE .. TO ROLE datadog_experiments_r ### Grant access to output schema -Datadog writes experiment exposure logs and intermediate metric results to tables in a dedicated output schema. Run the following command to grant the service role full access to this schema. Replace `` with the appropriate value. +Datadog writes experiment exposure logs and intermediate metric results to tables in a dedicated output schema. Run the following command to create the schema and grant the service role full access to it. Replace `` with the appropriate value. ```sql CREATE SCHEMA IF NOT EXISTS .datadog_experiments_output; @@ -59,11 +58,9 @@ GRANT ALL ON SCHEMA .datadog_experiments_output TO ROLE datadog_experi GRANT ALL PRIVILEGES ON FUTURE TABLES IN SCHEMA .datadog_experiments_output TO ROLE datadog_experiments_role; ``` -### Create Experiment Warehouse (optional) +### Create Datadog Experiments warehouse (optional) -Datadog recommends creating a dedicated warehouse for Datadog Experiments. Ensure that the [role created](#create-a-dedicated-service-user-and-role-in-snowflake) has access to at least one warehouse to use for computing results. - -**Note**: You need to provide the name of this warehouse when adding Snowflake credentials in Datadog in [Step 2](#step-2-connect-snowflake-to-datadog). +Creating a dedicated warehouse for Datadog Experiments is optional. However, the [role you created](#create-a-dedicated-service-user-and-role-in-snowflake) must have access to at least one warehouse to compute results. Provide the warehouse name when [configuring experiment settings](#step-3-configure-experiment-settings). ```sql @@ -76,11 +73,21 @@ GRANT ALL PRIVILEGES ON WAREHOUSE datadog_experiments_wh TO ROLE datadog_experim ## Step 2: Connect Snowflake to Datadog -Once the service account has been created, connect Snowflake to Datadog by navigating to the [integrations page][2] and searching for Snowflake. Enter your account URL, username (for instance, `datadog_experiments_user`), and your RSA private key. To find your account URL, see the [Snowflake docs][3]. +Follow these steps to connect your Snowflake account to Datadog for warehouse-native experiment analysis: + +1. Navigate to [Datadog's integrations page][2] and search **Snowflake**. +1. Click the **Snowflake** tile to open its modal. +1. Select the **Configure** tab and click **Add Snowflake Account**. +1. Add your **Account URL**. To find your account URL, see the [Snowflake guide][3]. +1. **Toggle on** the Product Analytics resource and **toggle off** all other resources. +1. Input your **User Name** (for example, `datadog_experiments_user`). +1. Scroll to the **Configure a key pair authentication** section and Upload your unencypted **private key**. +1. Click **Save**. -If you’re only using the Snowflake integration for warehouse-native experiment analysis, you can opt out of collecting other resources. +You can find your new snowflake account in the Snowflake integration tile under the **Configure** tab. -The privileges granted above are sufficient for running warehouse native experiments. The additional grants described on this setup page are only required if you plan to leverage other warehouse observability functionality in Datadog. To learn about other Datadog Snowflake integrations, see the [Snowflake integration page][4]. +
The privilege grants described under Recommended Warehouse Settings section of the Snowflake integration tile are not needed for warehouse-native experiment analysis. The privileges granted in step 1 are sufficient. If you plan to use other warehouse observability functionalities in Datadog, see Datadog's Snowflake integration documentation for more information. +
{{< img src="/product_analytics/experiment/guide/snowflake_main_integration.png" alt="Datadog Snowflake integration, showing settings and options for connecting Snowflake to Datadog." style="width:90%;" >}} From efe07b02efe9c6c3bdaf68304e575406c2f390dd Mon Sep 17 00:00:00 2001 From: Ida Adjivon Date: Sat, 21 Mar 2026 19:23:13 -0400 Subject: [PATCH 06/21] Fix grammar, alt texts, and add SME verification note Co-Authored-By: Claude Sonnet 4.6 --- .../experiments/guide/connecting_snowflake.md | 23 ++++++++++--------- 1 file changed, 12 insertions(+), 11 deletions(-) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index 71204e4f6bb..7bb5f2fcc46 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -12,7 +12,7 @@ further_reading: ## Overview -This guide walks through connecting Snowflake to Datadog to enable warehouse-native experiment analysis. +This guide walks through connecting Snowflake to Datadog to enable warehouse-native experiment analysis in three steps: preparing a Snowflake service account, connecting it to Datadog, and configuring experiment settings. The examples in this guide use `datadog_experiments_user` and `datadog_experiments_role` as the service account user and role. Replace these with your own values. @@ -37,7 +37,7 @@ ALTER USER datadog_experiments_user SET DEFAULT_ROLE = datadog_experiments_role; ### Grant privileges to the role 1. Identify the tables in Snowflake from which you intend to create metrics. -1. Run the following command to grant _read_ privileges to the new role, allowing the role to read the tables. Replace ``, ``, and `
` with their appropriate values. +1. Run the following command to grant read privileges to the new role. Replace ``, ``, and `
` with their appropriate values. ```sql GRANT USAGE ON DATABASE TO ROLE datadog_experiments_role; @@ -75,27 +75,28 @@ GRANT ALL PRIVILEGES ON WAREHOUSE datadog_experiments_wh TO ROLE datadog_experim Follow these steps to connect your Snowflake account to Datadog for warehouse-native experiment analysis: -1. Navigate to [Datadog's integrations page][2] and search **Snowflake**. +1. Navigate to [Datadog's integrations page][2] and search for **Snowflake**. 1. Click the **Snowflake** tile to open its modal. 1. Select the **Configure** tab and click **Add Snowflake Account**. 1. Add your **Account URL**. To find your account URL, see the [Snowflake guide][3]. 1. **Toggle on** the Product Analytics resource and **toggle off** all other resources. -1. Input your **User Name** (for example, `datadog_experiments_user`). -1. Scroll to the **Configure a key pair authentication** section and Upload your unencypted **private key**. +1. Enter your **User Name** (for example, `datadog_experiments_user`). +1. Scroll to the **Configure a key pair authentication** section and upload your unencrypted **private key**. 1. Click **Save**. -You can find your new snowflake account in the Snowflake integration tile under the **Configure** tab. +You can find your new Snowflake account in the Snowflake integration tile under the **Configure** tab. -
The privilege grants described under Recommended Warehouse Settings section of the Snowflake integration tile are not needed for warehouse-native experiment analysis. The privileges granted in step 1 are sufficient. If you plan to use other warehouse observability functionalities in Datadog, see Datadog's Snowflake integration documentation for more information. +
The grants in the Recommended Warehouse Settings section of the Snowflake integration tile are not needed for warehouse-native experiment analysis. The privileges granted in step 1 are sufficient. If you plan to use other warehouse observability functionality in Datadog, see Datadog's Snowflake integration documentation.
-{{< img src="/product_analytics/experiment/guide/snowflake_main_integration.png" alt="Datadog Snowflake integration, showing settings and options for connecting Snowflake to Datadog." style="width:90%;" >}} +{{< img src="/product_analytics/experiment/guide/snowflake_main_integration.png" alt="The Snowflake integration tile in Datadog showing the Configure tab with the Add a new Snowflake account form, including an Account URL field and resource toggles for Metrics and Logs." style="width:90%;" >}} -## Step 3: Configure Experiment Settings +## Step 3: Configure experiment settings -Once your Snowflake user is connected to Datadog, navigate to the [Experiment Warehouse Connection][5] page and click **Connect a data warehouse** to configure Experiment settings. Select the Snowflake integration you created above and enter the User, Role, Database, and Schema you created in step 1. +After your Snowflake user is connected to Datadog, navigate to the [Experiment Warehouse Connection][5] page and click **Connect a data warehouse** to configure experiment settings. Select the Snowflake integration you created above and enter the **User**, **Role**, **Database**, and **Schema** you created in [step 1](#step-1-prepare-the-snowflake-service-account). + -{{< img src="/product_analytics/experiment/guide/snowflake_experiment_setup.png" alt="Datadog Experiments Snowflake Settings, showing required inputs." style="width:90%;" >}} +{{< img src="/product_analytics/experiment/guide/snowflake_experiment_setup.png" alt="The Edit Data Warehouse modal with Snowflake selected, showing two sections: Select Snowflake Account with fields for Account, Role, and Warehouse, and Select Database and Schema with fields for Database and Schema." style="width:90%;" >}} ## Further reading From 4ab7d6a8049345546553a9dec76ca6addb0c58e7 Mon Sep 17 00:00:00 2001 From: Ida Adjivon Date: Sun, 22 Mar 2026 23:07:59 -0400 Subject: [PATCH 07/21] edits --- content/en/experiments/guide/connecting_snowflake.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index 7bb5f2fcc46..1890d5dff2e 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -1,6 +1,6 @@ --- -title: Connect Snowflake for Warehouse Native Experiment Analysis -description: Connect a Snowflake service account to enable warehouse native experiment analysis. +title: Connect Snowflake for Warehouse-Native Experiment Analysis +description: Connect a Snowflake service account to enable warehouse-native experiment analysis. further_reading: - link: "/experiments/defining_metrics" tag: "Documentation" From 351d111177e769b48b5d857be9266a47b270bb6d Mon Sep 17 00:00:00 2001 From: Ida Adjivon Date: Mon, 23 Mar 2026 19:19:31 -0400 Subject: [PATCH 08/21] added step 3 and reviewed the content --- .../experiments/guide/connecting_snowflake.md | 32 +++++++++++-------- 1 file changed, 18 insertions(+), 14 deletions(-) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index 1890d5dff2e..49c47cc9006 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -14,16 +14,16 @@ further_reading: This guide walks through connecting Snowflake to Datadog to enable warehouse-native experiment analysis in three steps: preparing a Snowflake service account, connecting it to Datadog, and configuring experiment settings. -The examples in this guide use `datadog_experiments_user` and `datadog_experiments_role` as the service account user and role. Replace these with your own values. +The examples in this guide use `datadog_experiments_user` and `datadog_experiments_role` as the service account's user and role. Replace these with your own values. ## Step 1: Prepare the Snowflake service account ### Create a dedicated service user and role in Snowflake -1. Use the [Snowflake documentation][6] to create a public and private key-pair for enhanced authentication. +1. Use the [Snowflake documentation][6] to create a public-private key pair for enhanced authentication. 1. Run the following commands in Snowflake to create the user and role in the service account. Replace `` with the public key you generated in the previous step. -**Note**: Datadog only supports unencrypted private keys. +
Datadog only supports unencrypted private keys.
```sql USE ROLE ACCOUNTADMIN; @@ -36,7 +36,7 @@ ALTER USER datadog_experiments_user SET DEFAULT_ROLE = datadog_experiments_role; ### Grant privileges to the role -1. Identify the tables in Snowflake from which you intend to create metrics. +1. Identify the tables in Snowflake from which you intend to create metrics. 1. Run the following command to grant read privileges to the new role. Replace ``, ``, and `
` with their appropriate values. ```sql @@ -73,28 +73,32 @@ GRANT ALL PRIVILEGES ON WAREHOUSE datadog_experiments_wh TO ROLE datadog_experim ## Step 2: Connect Snowflake to Datadog -Follow these steps to connect your Snowflake account to Datadog for warehouse-native experiment analysis: +To connect your Snowflake account to Datadog for warehouse-native experiment analysis: 1. Navigate to [Datadog's integrations page][2] and search for **Snowflake**. 1. Click the **Snowflake** tile to open its modal. 1. Select the **Configure** tab and click **Add Snowflake Account**. 1. Add your **Account URL**. To find your account URL, see the [Snowflake guide][3]. -1. **Toggle on** the Product Analytics resource and **toggle off** all other resources. +1. Toggle off all resources. + 1. **Note**: If you plan to use other warehouse observability functionality in Datadog, see [Datadog's Snowflake integration documentation][4] to determine which resources to enable. 1. Enter your **User Name** (for example, `datadog_experiments_user`). 1. Scroll to the **Configure a key pair authentication** section and upload your unencrypted **private key**. 1. Click **Save**. -You can find your new Snowflake account in the Snowflake integration tile under the **Configure** tab. - -
The grants in the Recommended Warehouse Settings section of the Snowflake integration tile are not needed for warehouse-native experiment analysis. The privileges granted in step 1 are sufficient. If you plan to use other warehouse observability functionality in Datadog, see Datadog's Snowflake integration documentation. +
The grants in the Recommended Warehouse Settings section of the Snowflake integration tile are not needed for warehouse-native experiment analysis. The privileges granted in step 1 are sufficient.
{{< img src="/product_analytics/experiment/guide/snowflake_main_integration.png" alt="The Snowflake integration tile in Datadog showing the Configure tab with the Add a new Snowflake account form, including an Account URL field and resource toggles for Metrics and Logs." style="width:90%;" >}} ## Step 3: Configure experiment settings -After your Snowflake user is connected to Datadog, navigate to the [Experiment Warehouse Connection][5] page and click **Connect a data warehouse** to configure experiment settings. Select the Snowflake integration you created above and enter the **User**, **Role**, **Database**, and **Schema** you created in [step 1](#step-1-prepare-the-snowflake-service-account). - +After connecting your Snowflake account, configure the experiment settings in [Datadog Product Analytics][7]: + +1. In the left navigation, click **Settings**, then click **Experiments**. +1. Select the **Warehouse Connections** tab. +1. Click **Connect a data warehouse** to open the setup modal. If you already have a warehouse connected, click **Edit** instead. +1. Select the **Snowflake** tile. +1. Enter the **Account**, **Role**, **Warehouse**, **Database**, and **Schema** you configured in [Step 1](#step-1-prepare-the-snowflake-service-account). {{< img src="/product_analytics/experiment/guide/snowflake_experiment_setup.png" alt="The Edit Data Warehouse modal with Snowflake selected, showing two sections: Select Snowflake Account with fields for Account, Role, and Warehouse, and Select Database and Schema with fields for Database and Schema." style="width:90%;" >}} @@ -105,6 +109,6 @@ After your Snowflake user is connected to Datadog, navigate to the [Experiment W [1]: https://docs.snowflake.com/en/user-guide/key-pair-auth [2]: https://app.datadoghq.com/integrations [3]: https://docs.snowflake.com/en/user-guide/organizations-connect#standard-account-urls -[4]: /integrations/snowflake-web/ -[5]: https://app.datadoghq.com/product-analytics/experiments/settings/warehouse-connections -[6]: https://docs.snowflake.com/en/user-guide/key-pair-auth#configuring-key-pair-authentication \ No newline at end of file +[4]: https://docs.datadoghq.com/integrations/snowflake-web/ +[6]: https://docs.snowflake.com/en/user-guide/key-pair-auth#configuring-key-pair-authentication +[7]: https://app.datadoghq.com/product-analytics From c5702dc6e60a530b1eeea7de3c7e03fc11ad71c4 Mon Sep 17 00:00:00 2001 From: Ida Adjivon Date: Mon, 23 Mar 2026 19:40:24 -0400 Subject: [PATCH 09/21] added review changes from /review --- .../experiments/guide/connecting_snowflake.md | 17 +++++++---------- 1 file changed, 7 insertions(+), 10 deletions(-) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index 49c47cc9006..a7b75116977 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -20,10 +20,10 @@ The examples in this guide use `datadog_experiments_user` and `datadog_experimen ### Create a dedicated service user and role in Snowflake -1. Use the [Snowflake documentation][6] to create a public-private key pair for enhanced authentication. +1. Use the [Snowflake documentation][1] to create a public-private key pair for enhanced authentication. 1. Run the following commands in Snowflake to create the user and role in the service account. Replace `` with the public key you generated in the previous step. -
Datadog only supports unencrypted private keys.
+
Datadog only supports unencrypted private keys.
```sql USE ROLE ACCOUNTADMIN; @@ -62,7 +62,6 @@ GRANT ALL PRIVILEGES ON FUTURE TABLES IN SCHEMA .datadog_experiments_o Creating a dedicated warehouse for Datadog Experiments is optional. However, the [role you created](#create-a-dedicated-service-user-and-role-in-snowflake) must have access to at least one warehouse to compute results. Provide the warehouse name when [configuring experiment settings](#step-3-configure-experiment-settings). - ```sql CREATE WAREHOUSE IF NOT EXISTS datadog_experiments_wh WAREHOUSE_SIZE = @@ -80,19 +79,19 @@ To connect your Snowflake account to Datadog for warehouse-native experiment ana 1. Select the **Configure** tab and click **Add Snowflake Account**. 1. Add your **Account URL**. To find your account URL, see the [Snowflake guide][3]. 1. Toggle off all resources. - 1. **Note**: If you plan to use other warehouse observability functionality in Datadog, see [Datadog's Snowflake integration documentation][4] to determine which resources to enable. 1. Enter your **User Name** (for example, `datadog_experiments_user`). 1. Scroll to the **Configure a key pair authentication** section and upload your unencrypted **private key**. 1. Click **Save**.
The grants in the Recommended Warehouse Settings section of the Snowflake integration tile are not needed for warehouse-native experiment analysis. The privileges granted in step 1 are sufficient. -
+

+If you plan to use other warehouse observability functionality in Datadog, see Datadog's Snowflake integration documentation to determine which resources to enable.
{{< img src="/product_analytics/experiment/guide/snowflake_main_integration.png" alt="The Snowflake integration tile in Datadog showing the Configure tab with the Add a new Snowflake account form, including an Account URL field and resource toggles for Metrics and Logs." style="width:90%;" >}} ## Step 3: Configure experiment settings -After connecting your Snowflake account, configure the experiment settings in [Datadog Product Analytics][7]: +After connecting your Snowflake account, configure the experiment settings in [Datadog Product Analytics][4]: 1. In the left navigation, click **Settings**, then click **Experiments**. 1. Select the **Warehouse Connections** tab. @@ -108,7 +107,5 @@ After connecting your Snowflake account, configure the experiment settings in [D [1]: https://docs.snowflake.com/en/user-guide/key-pair-auth [2]: https://app.datadoghq.com/integrations -[3]: https://docs.snowflake.com/en/user-guide/organizations-connect#standard-account-urls -[4]: https://docs.datadoghq.com/integrations/snowflake-web/ -[6]: https://docs.snowflake.com/en/user-guide/key-pair-auth#configuring-key-pair-authentication -[7]: https://app.datadoghq.com/product-analytics +[3]: https://docs.snowflake.com/en/user-guide/organizations-connect +[4]: https://app.datadoghq.com/product-analytics From a31252e2600670456a04c57c8879cc7c20410a03 Mon Sep 17 00:00:00 2001 From: Ida Adjivon Date: Mon, 23 Mar 2026 19:43:36 -0400 Subject: [PATCH 10/21] small changes --- content/en/experiments/guide/connecting_snowflake.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index a7b75116977..277d3e31563 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -84,8 +84,7 @@ To connect your Snowflake account to Datadog for warehouse-native experiment ana 1. Click **Save**.
The grants in the Recommended Warehouse Settings section of the Snowflake integration tile are not needed for warehouse-native experiment analysis. The privileges granted in step 1 are sufficient. -

-If you plan to use other warehouse observability functionality in Datadog, see Datadog's Snowflake integration documentation to determine which resources to enable.
+

If you plan to use other warehouse observability functionality in Datadog, see Datadog's Snowflake integration documentation to determine which resources to enable. {{< img src="/product_analytics/experiment/guide/snowflake_main_integration.png" alt="The Snowflake integration tile in Datadog showing the Configure tab with the Add a new Snowflake account form, including an Account URL field and resource toggles for Metrics and Logs." style="width:90%;" >}} From 3ab2b8ff3db135c6e4a64fec039e871e091e1799 Mon Sep 17 00:00:00 2001 From: Ida Adjivon Date: Mon, 23 Mar 2026 19:54:31 -0400 Subject: [PATCH 11/21] additional changes --- content/en/experiments/guide/connecting_snowflake.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index 277d3e31563..23567877046 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -97,9 +97,12 @@ After connecting your Snowflake account, configure the experiment settings in [D 1. Click **Connect a data warehouse** to open the setup modal. If you already have a warehouse connected, click **Edit** instead. 1. Select the **Snowflake** tile. 1. Enter the **Account**, **Role**, **Warehouse**, **Database**, and **Schema** you configured in [Step 1](#step-1-prepare-the-snowflake-service-account). +1. Click **Save**. {{< img src="/product_analytics/experiment/guide/snowflake_experiment_setup.png" alt="The Edit Data Warehouse modal with Snowflake selected, showing two sections: Select Snowflake Account with fields for Account, Role, and Warehouse, and Select Database and Schema with fields for Database and Schema." style="width:90%;" >}} +After you save your warehouse connection, create experiment metrics using your Snowflake data. See [Create Experiment Metrics][5]. + ## Further reading {{< partial name="whats-next/whats-next.html" >}} @@ -108,3 +111,4 @@ After connecting your Snowflake account, configure the experiment settings in [D [2]: https://app.datadoghq.com/integrations [3]: https://docs.snowflake.com/en/user-guide/organizations-connect [4]: https://app.datadoghq.com/product-analytics +[5]: /experiments/defining_metrics From 3ee126ff774fcd00a7962bcc89f7fd6a7f2894df Mon Sep 17 00:00:00 2001 From: Ida Adjivon Date: Tue, 24 Mar 2026 11:13:13 -0400 Subject: [PATCH 12/21] improve Overview section of Snowflake connection guide Co-Authored-By: Claude Sonnet 4.6 --- content/en/experiments/guide/connecting_snowflake.md | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index 23567877046..a2623dc04e4 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -12,12 +12,18 @@ further_reading: ## Overview -This guide walks through connecting Snowflake to Datadog to enable warehouse-native experiment analysis in three steps: preparing a Snowflake service account, connecting it to Datadog, and configuring experiment settings. +Warehouse-native experiment analysis lets you run statistical computations directly in your Snowflake data warehouse. -The examples in this guide use `datadog_experiments_user` and `datadog_experiments_role` as the service account's user and role. Replace these with your own values. +To set this up, connect a Snowflake service account to Datadog and configure your experiment settings. This guide covers: + +- [Preparing a Snowflake service account](#step-1-prepare-the-snowflake-service-account) +- [Connecting it to Datadog](#step-2-connect-snowflake-to-datadog) +- [Configuring experiment settings](#step-3-configure-experiment-settings) ## Step 1: Prepare the Snowflake service account +The examples in this guide use `datadog_experiments_user` and `datadog_experiments_role` as the service account's user and role. Replace these with your own values. + ### Create a dedicated service user and role in Snowflake 1. Use the [Snowflake documentation][1] to create a public-private key pair for enhanced authentication. From 93d58b45228d386267dc2275d4dadcbcd558697d Mon Sep 17 00:00:00 2001 From: Ida Adjivon Date: Tue, 24 Mar 2026 11:15:26 -0400 Subject: [PATCH 13/21] make overview intro warehouse-agnostic Co-Authored-By: Claude Sonnet 4.6 --- content/en/experiments/guide/connecting_snowflake.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index a2623dc04e4..20bfc33e028 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -12,9 +12,9 @@ further_reading: ## Overview -Warehouse-native experiment analysis lets you run statistical computations directly in your Snowflake data warehouse. +Warehouse-native experiment analysis lets you run statistical computations directly in your data warehouse. -To set this up, connect a Snowflake service account to Datadog and configure your experiment settings. This guide covers: +To set this up for Snowflake, connect a Snowflake service account to Datadog and configure your experiment settings. This guide covers: - [Preparing a Snowflake service account](#step-1-prepare-the-snowflake-service-account) - [Connecting it to Datadog](#step-2-connect-snowflake-to-datadog) From 5c6917314da8686d132386a381e29656981be705 Mon Sep 17 00:00:00 2001 From: Ida Adjivon Date: Tue, 24 Mar 2026 13:51:21 -0400 Subject: [PATCH 14/21] refine Step 1 content and callouts for clarity Co-Authored-By: Claude Sonnet 4.6 --- .../experiments/guide/connecting_snowflake.md | 24 ++++++++++--------- 1 file changed, 13 insertions(+), 11 deletions(-) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index 20bfc33e028..a00ee0c750e 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -26,11 +26,11 @@ The examples in this guide use `datadog_experiments_user` and `datadog_experimen ### Create a dedicated service user and role in Snowflake +
Datadog only supports unencrypted private keys.
+ 1. Use the [Snowflake documentation][1] to create a public-private key pair for enhanced authentication. 1. Run the following commands in Snowflake to create the user and role in the service account. Replace `` with the public key you generated in the previous step. -
Datadog only supports unencrypted private keys.
- ```sql USE ROLE ACCOUNTADMIN; CREATE ROLE IF NOT EXISTS datadog_experiments_role; @@ -43,7 +43,7 @@ ALTER USER datadog_experiments_user SET DEFAULT_ROLE = datadog_experiments_role; ### Grant privileges to the role 1. Identify the tables in Snowflake from which you intend to create metrics. -1. Run the following command to grant read privileges to the new role. Replace ``, ``, and `
` with their appropriate values. +1. Run the following commands to grant read privileges to the new role. Replace ``, ``, and `` through `` with their appropriate values. ```sql GRANT USAGE ON DATABASE TO ROLE datadog_experiments_role; @@ -54,9 +54,9 @@ GRANT SELECT ON TABLE .. TO ROLE datadog_experiments_r GRANT SELECT ON TABLE .. TO ROLE datadog_experiments_role; ``` -### Grant access to output schema +### Grant the role access to the output schema -Datadog writes experiment exposure logs and intermediate metric results to tables in a dedicated output schema. Run the following command to create the schema and grant the service role full access to it. Replace `` with the appropriate value. +Datadog writes experiment exposure logs and intermediate metric results to tables in a dedicated output schema. Run the following commands to create the schema and grant the role full access. Replace `` with the appropriate value. ```sql CREATE SCHEMA IF NOT EXISTS .datadog_experiments_output; @@ -64,9 +64,11 @@ GRANT ALL ON SCHEMA .datadog_experiments_output TO ROLE datadog_experi GRANT ALL PRIVILEGES ON FUTURE TABLES IN SCHEMA .datadog_experiments_output TO ROLE datadog_experiments_role; ``` -### Create Datadog Experiments warehouse (optional) +### Create a dedicated warehouse for Datadog Experiments (optional) + +
The role you created must have access to at least one warehouse to compute results.
-Creating a dedicated warehouse for Datadog Experiments is optional. However, the [role you created](#create-a-dedicated-service-user-and-role-in-snowflake) must have access to at least one warehouse to compute results. Provide the warehouse name when [configuring experiment settings](#step-3-configure-experiment-settings). +Creating a dedicated warehouse for Datadog Experiments is optional. Run the following commands to create one. Replace `` with the appropriate value, and enter the warehouse name when configuring experiment settings in [Step 3](#step-3-configure-experiment-settings). ```sql CREATE WAREHOUSE IF NOT EXISTS datadog_experiments_wh @@ -84,12 +86,12 @@ To connect your Snowflake account to Datadog for warehouse-native experiment ana 1. Click the **Snowflake** tile to open its modal. 1. Select the **Configure** tab and click **Add Snowflake Account**. 1. Add your **Account URL**. To find your account URL, see the [Snowflake guide][3]. -1. Toggle off all resources. +1. Toggle off all resources (these are not needed for experiment analysis). 1. Enter your **User Name** (for example, `datadog_experiments_user`). 1. Scroll to the **Configure a key pair authentication** section and upload your unencrypted **private key**. 1. Click **Save**. -
The grants in the Recommended Warehouse Settings section of the Snowflake integration tile are not needed for warehouse-native experiment analysis. The privileges granted in step 1 are sufficient. +
The grants in the Recommended Warehouse Settings section of the Snowflake integration tile are not needed for warehouse-native experiment analysis. The privileges granted in Step 1 are sufficient.

If you plan to use other warehouse observability functionality in Datadog, see Datadog's Snowflake integration documentation to determine which resources to enable.
{{< img src="/product_analytics/experiment/guide/snowflake_main_integration.png" alt="The Snowflake integration tile in Datadog showing the Configure tab with the Add a new Snowflake account form, including an Account URL field and resource toggles for Metrics and Logs." style="width:90%;" >}} @@ -98,9 +100,9 @@ To connect your Snowflake account to Datadog for warehouse-native experiment ana After connecting your Snowflake account, configure the experiment settings in [Datadog Product Analytics][4]: -1. In the left navigation, click **Settings**, then click **Experiments**. +1. In the left navigation, hover over **Settings**, then click **Experiments**. 1. Select the **Warehouse Connections** tab. -1. Click **Connect a data warehouse** to open the setup modal. If you already have a warehouse connected, click **Edit** instead. +1. Click **Connect a data warehouse**. If you already have a warehouse connected, click **Edit** instead. 1. Select the **Snowflake** tile. 1. Enter the **Account**, **Role**, **Warehouse**, **Database**, and **Schema** you configured in [Step 1](#step-1-prepare-the-snowflake-service-account). 1. Click **Save**. From a53a2a3af42ffe200454726badb683fac0edc1d3 Mon Sep 17 00:00:00 2001 From: Ida Adjivon Date: Tue, 24 Mar 2026 13:54:51 -0400 Subject: [PATCH 15/21] add note about manually entering database and schema in Step 3 Co-Authored-By: Claude Sonnet 4.6 --- content/en/experiments/guide/connecting_snowflake.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index a00ee0c750e..b26125ca8ab 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -104,7 +104,7 @@ After connecting your Snowflake account, configure the experiment settings in [D 1. Select the **Warehouse Connections** tab. 1. Click **Connect a data warehouse**. If you already have a warehouse connected, click **Edit** instead. 1. Select the **Snowflake** tile. -1. Enter the **Account**, **Role**, **Warehouse**, **Database**, and **Schema** you configured in [Step 1](#step-1-prepare-the-snowflake-service-account). +1. Enter the **Account**, **Role**, **Warehouse**, **Database**, and **Schema** you configured in [Step 1](#step-1-prepare-the-snowflake-service-account). If your database and schema do not appear in the dropdown, type them in to add them. 1. Click **Save**. {{< img src="/product_analytics/experiment/guide/snowflake_experiment_setup.png" alt="The Edit Data Warehouse modal with Snowflake selected, showing two sections: Select Snowflake Account with fields for Account, Role, and Warehouse, and Select Database and Schema with fields for Database and Schema." style="width:90%;" >}} From f611ec973347ca1f0e320e16be5b17e945869749 Mon Sep 17 00:00:00 2001 From: Lukas Goetz-Weiss Date: Tue, 24 Mar 2026 13:18:47 -0600 Subject: [PATCH 16/21] updated table read permission code, moved unencrypted key out of callout --- .../experiments/guide/connecting_snowflake.md | 19 +++++++++++-------- 1 file changed, 11 insertions(+), 8 deletions(-) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index b26125ca8ab..92d26bf99a8 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -26,9 +26,7 @@ The examples in this guide use `datadog_experiments_user` and `datadog_experimen ### Create a dedicated service user and role in Snowflake -
Datadog only supports unencrypted private keys.
- -1. Use the [Snowflake documentation][1] to create a public-private key pair for enhanced authentication. +1. Use the [Snowflake documentation][1] to create a public-private key pair for enhanced authentication. Note that Datadog only supports unencrypted private keys. 1. Run the following commands in Snowflake to create the user and role in the service account. Replace `` with the public key you generated in the previous step. ```sql @@ -43,15 +41,20 @@ ALTER USER datadog_experiments_user SET DEFAULT_ROLE = datadog_experiments_role; ### Grant privileges to the role 1. Identify the tables in Snowflake from which you intend to create metrics. -1. Run the following commands to grant read privileges to the new role. Replace ``, ``, and `` through `` with their appropriate values. +1. Run the following commands to grant read privileges to the new role. Replace ``, ``, and `
` with their appropriate values. ```sql GRANT USAGE ON DATABASE TO ROLE datadog_experiments_role; GRANT USAGE ON SCHEMA . TO ROLE datadog_experiments_role; -GRANT SELECT ON TABLE .. TO ROLE datadog_experiments_role; -GRANT SELECT ON TABLE .. TO ROLE datadog_experiments_role; -... -GRANT SELECT ON TABLE .. TO ROLE datadog_experiments_role; + +-- Give read access to single table +GRANT SELECT ON TABLE ..
TO ROLE datadog_experiments_role; + +-- Give read access to all tables in schema +GRANT SELECT ON ALL TABLES IN SCHEMA . TO ROLE datadog_experiments_role; + +-- Give read access to future tables in schema +GRANT SELECT ON FUTURE TABLES IN SCHEMA . TO ROLE datadog_experiments_role; ``` ### Grant the role access to the output schema From 53922de2854174008ff75b2573d8c3321e030b35 Mon Sep 17 00:00:00 2001 From: Ida Adjivon Date: Tue, 24 Mar 2026 20:12:23 -0400 Subject: [PATCH 17/21] tighten warehouse paragraph in Step 2 --- content/en/experiments/guide/connecting_snowflake.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index b26125ca8ab..d9edf37538a 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -68,7 +68,7 @@ GRANT ALL PRIVILEGES ON FUTURE TABLES IN SCHEMA .datadog_experiments_o
The role you created must have access to at least one warehouse to compute results.
-Creating a dedicated warehouse for Datadog Experiments is optional. Run the following commands to create one. Replace `` with the appropriate value, and enter the warehouse name when configuring experiment settings in [Step 3](#step-3-configure-experiment-settings). +Creating a dedicated warehouse for Datadog Experiments is optional. Run the following commands to create one. Replace `` with the appropriate value, and enter the warehouse name in [Step 3](#step-3-configure-experiment-settings). ```sql CREATE WAREHOUSE IF NOT EXISTS datadog_experiments_wh From 10d605574ed6f8b7b175f211c6a4f5cdcc6c52d0 Mon Sep 17 00:00:00 2001 From: Ida Adjivon Date: Tue, 24 Mar 2026 20:30:34 -0400 Subject: [PATCH 18/21] clarify that only one GRANT SELECT option is needed in Step 2 --- content/en/experiments/guide/connecting_snowflake.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index cc5b307954a..4d0cd61f376 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -26,7 +26,7 @@ The examples in this guide use `datadog_experiments_user` and `datadog_experimen ### Create a dedicated service user and role in Snowflake -1. Use the [Snowflake documentation][1] to create a public-private key pair for enhanced authentication. Note that Datadog only supports unencrypted private keys. +1. Use the [Snowflake documentation][1] to create a public-private key pair for enhanced authentication. Datadog only supports unencrypted private keys. 1. Run the following commands in Snowflake to create the user and role in the service account. Replace `` with the public key you generated in the previous step. ```sql @@ -41,19 +41,19 @@ ALTER USER datadog_experiments_user SET DEFAULT_ROLE = datadog_experiments_role; ### Grant privileges to the role 1. Identify the tables in Snowflake from which you intend to create metrics. -1. Run the following commands to grant read privileges to the new role. Replace ``, ``, and `
` with their appropriate values. +1. Run the following commands to grant read privileges to the new role. Replace ``, ``, and `
` with their appropriate values. Run both `GRANT USAGE` commands, then run one of the three `GRANT SELECT` options depending on your access needs. ```sql GRANT USAGE ON DATABASE TO ROLE datadog_experiments_role; GRANT USAGE ON SCHEMA . TO ROLE datadog_experiments_role; --- Give read access to single table +-- Option 1: Give read access to a single table GRANT SELECT ON TABLE ..
TO ROLE datadog_experiments_role; --- Give read access to all tables in schema +-- Option 2: Give read access to all existing tables in the schema GRANT SELECT ON ALL TABLES IN SCHEMA . TO ROLE datadog_experiments_role; --- Give read access to future tables in schema +-- Option 3: Give read access to all future tables in the schema GRANT SELECT ON FUTURE TABLES IN SCHEMA . TO ROLE datadog_experiments_role; ``` From f5ab8ea2798745263f16ca18377bd9d97c2f46d5 Mon Sep 17 00:00:00 2001 From: Ida Adjivon Date: Tue, 24 Mar 2026 20:41:36 -0400 Subject: [PATCH 19/21] simplify GRANT SELECT instruction in Step 1 --- content/en/experiments/guide/connecting_snowflake.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index 4d0cd61f376..934d58fa7d4 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -41,7 +41,7 @@ ALTER USER datadog_experiments_user SET DEFAULT_ROLE = datadog_experiments_role; ### Grant privileges to the role 1. Identify the tables in Snowflake from which you intend to create metrics. -1. Run the following commands to grant read privileges to the new role. Replace ``, ``, and `
` with their appropriate values. Run both `GRANT USAGE` commands, then run one of the three `GRANT SELECT` options depending on your access needs. +1. Run the following commands to grant read privileges to the new role, replacing ``, ``, and `
` with their appropriate values. Run both `GRANT USAGE` commands, then run one `GRANT SELECT` command based on your access needs. ```sql GRANT USAGE ON DATABASE TO ROLE datadog_experiments_role; From fd8e5679f617595ff77a7828b2d3f45abeac10be Mon Sep 17 00:00:00 2001 From: Ida Adjivon Date: Tue, 24 Mar 2026 21:04:19 -0400 Subject: [PATCH 20/21] fix comma splice and clarify multiple GRANT SELECT options --- content/en/experiments/guide/connecting_snowflake.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index 934d58fa7d4..e995a17ee62 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -41,7 +41,7 @@ ALTER USER datadog_experiments_user SET DEFAULT_ROLE = datadog_experiments_role; ### Grant privileges to the role 1. Identify the tables in Snowflake from which you intend to create metrics. -1. Run the following commands to grant read privileges to the new role, replacing ``, ``, and `
` with their appropriate values. Run both `GRANT USAGE` commands, then run one `GRANT SELECT` command based on your access needs. +1. Run the following commands to grant read privileges to the new role, replacing ``, ``, and `
` with their appropriate values. Run both `GRANT USAGE` commands, then run the `GRANT SELECT` option or options that match your access needs. ```sql GRANT USAGE ON DATABASE TO ROLE datadog_experiments_role; @@ -101,13 +101,13 @@ To connect your Snowflake account to Datadog for warehouse-native experiment ana ## Step 3: Configure experiment settings -After connecting your Snowflake account, configure the experiment settings in [Datadog Product Analytics][4]: +After you set up your Snowflake integration, configure the experiment settings in [Datadog Product Analytics][4]: 1. In the left navigation, hover over **Settings**, then click **Experiments**. 1. Select the **Warehouse Connections** tab. 1. Click **Connect a data warehouse**. If you already have a warehouse connected, click **Edit** instead. 1. Select the **Snowflake** tile. -1. Enter the **Account**, **Role**, **Warehouse**, **Database**, and **Schema** you configured in [Step 1](#step-1-prepare-the-snowflake-service-account). If your database and schema do not appear in the dropdown, type them in to add them. +1. Enter the **Account**, **Role**, **Warehouse**, **Database**, and **Schema** you configured in [Step 1](#step-1-prepare-the-snowflake-service-account). If your database and schema do not appear in the dropdown, enter them manually to add them to the list. 1. Click **Save**. {{< img src="/product_analytics/experiment/guide/snowflake_experiment_setup.png" alt="The Edit Data Warehouse modal with Snowflake selected, showing two sections: Select Snowflake Account with fields for Account, Role, and Warehouse, and Select Database and Schema with fields for Database and Schema." style="width:90%;" >}} From cf3dabed4cb6f0fd38e8e6f71d7d6a95ceebe5a4 Mon Sep 17 00:00:00 2001 From: Ida Adjivon Date: Tue, 24 Mar 2026 21:24:55 -0400 Subject: [PATCH 21/21] quick changes --- content/en/experiments/guide/connecting_snowflake.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/content/en/experiments/guide/connecting_snowflake.md b/content/en/experiments/guide/connecting_snowflake.md index e995a17ee62..e9eee495834 100644 --- a/content/en/experiments/guide/connecting_snowflake.md +++ b/content/en/experiments/guide/connecting_snowflake.md @@ -69,9 +69,9 @@ GRANT ALL PRIVILEGES ON FUTURE TABLES IN SCHEMA .datadog_experiments_o ### Create a dedicated warehouse for Datadog Experiments (optional) -
The role you created must have access to at least one warehouse to compute results.
+
The role you created must have access to at least one warehouse to compute results. You must enter the warehouse name when configuring experiment settings in Step 3.
-Creating a dedicated warehouse for Datadog Experiments is optional. Run the following commands to create one. Replace `` with the appropriate value, and enter the warehouse name in [Step 3](#step-3-configure-experiment-settings). +Creating a dedicated warehouse for Datadog Experiments is optional. Run the following commands to create one. Replace `` with the appropriate value. ```sql CREATE WAREHOUSE IF NOT EXISTS datadog_experiments_wh @@ -90,11 +90,11 @@ To connect your Snowflake account to Datadog for warehouse-native experiment ana 1. Select the **Configure** tab and click **Add Snowflake Account**. 1. Add your **Account URL**. To find your account URL, see the [Snowflake guide][3]. 1. Toggle off all resources (these are not needed for experiment analysis). -1. Enter your **User Name** (for example, `datadog_experiments_user`). +1. Enter the Snowflake **User Name** you created in [Step 1](#step-1-prepare-the-snowflake-service-account) (for example, `datadog_experiments_user`). 1. Scroll to the **Configure a key pair authentication** section and upload your unencrypted **private key**. 1. Click **Save**. -
The grants in the Recommended Warehouse Settings section of the Snowflake integration tile are not needed for warehouse-native experiment analysis. The privileges granted in Step 1 are sufficient. +
The grants in the Recommended Warehouse Settings section of the Snowflake integration tile are not needed for warehouse-native experiment analysis. The privileges granted in Step 1 are sufficient.

If you plan to use other warehouse observability functionality in Datadog, see Datadog's Snowflake integration documentation to determine which resources to enable.
{{< img src="/product_analytics/experiment/guide/snowflake_main_integration.png" alt="The Snowflake integration tile in Datadog showing the Configure tab with the Add a new Snowflake account form, including an Account URL field and resource toggles for Metrics and Logs." style="width:90%;" >}}