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------------------------ -->\n","\u003Ch2\u003EOverview\u003C/h2\u003E\n","\u003Cp\u003ESecurity and governance objects, such as tags, masking policies, row access policies, and network and authentication policies, are some of the most important objects in a Snowflake account, and some of the easiest to let drift when they're created by hand. In this quickstart you'll manage them \u003Cstrong\u003Eas code\u003C/strong\u003E with Snowflake DCM Projects, so their full lifecycle (create, alter, drop) is version-controlled and reproducible across environments.\u003C/p\u003E\n","\u003Cp\u003EYou'll build a small customer dataset containing PII, define its governance objects declaratively, and prove that a restricted role sees \u003Cstrong\u003Emasked emails\u003C/strong\u003E and a \u003Cstrong\u003Efiltered set of rows\u003C/strong\u003E. Then you'll change the row access policy in one line, redeploy, and watch the restricted role's result change, without touching anything by hand.\u003C/p\u003E\n","\u003Ch3\u003EWhat You'll Learn\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EHow to define tags and attach them to a table and a column with DCM\u003C/li\u003E\u003Cli\u003EHow to define a masking policy and attach it to a column with ATTACH MASKING POLICY\u003C/li\u003E\u003Cli\u003EHow to define a row access policy and attach it to a table with ATTACH ROW ACCESS POLICY\u003C/li\u003E\u003Cli\u003EHow to define network and authentication policies as code, and set them on a dedicated demo user\u003C/li\u003E\u003Cli\u003EHow a one-line policy change shows up in the plan as a single ALTER\u003C/li\u003E\u003Cli\u003EWhich policy associations are still made in a post-deploy script\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EPrerequisites\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EFamiliarity with DCM Projects basics: see \u003Ca href=\"https://www.snowflake.com/en/developers/guides/get-started-snowflake-dcm-projects/\"\u003EGet Started with Snowflake DCM Projects\u003C/a\u003E\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EWhat You'll Need\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EA \u003Ca href=\"https://signup.snowflake.com/?utm_source=snowflake-devrel&utm_medium=developer-guides&utm_cta=developer-guides\"\u003ESnowflake account\u003C/a\u003E with ACCOUNTADMIN access, for the one-time setup script\u003C/li\u003E\u003Cli\u003E(Optional) \u003Ca href=\"https://docs.snowflake.com/en/developer-guide/snowflake-cli/installation/installation\"\u003ESnowflake CLI\u003C/a\u003E 3.24 or later, if you prefer a terminal to the Snowsight UI\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EWhat You'll Build\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EA customer table with PII, protected by a column masking policy and a row access policy that DCM attaches\u003C/li\u003E\u003Cli\u003ETwo tags, a network rule and policy, and an authentication policy, all defined in one project\u003C/li\u003E\u003Cli\u003EA restricted analyst role whose view of the data you change by editing one line and redeploying\u003C/li\u003E\u003C/ul\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003ECreate a Workspace from Git\u003C/h2\u003E\n","\u003Cp\u003EIf you want to work in Snowsight rather than locally, create a Snowsight Workspace linked to the sample repository on GitHub.\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003ENavigate to \u003Cstrong\u003EProjects > Workspaces\u003C/strong\u003E in Snowsight.\u003C/li\u003E\u003Cli\u003EClick \u003Cstrong\u003ECreate\u003C/strong\u003E (+) and select \u003Cstrong\u003EGit repository\u003C/strong\u003E.\u003C/li\u003E\u003Cli\u003EEnter the repository URL: https://github.com/Snowflake-Labs/snowflake-dcm-projects\u003C/li\u003E\u003Cli\u003ESelect an API Integration for GitHub (\u003Ca href=\"https://docs.snowflake.com/en/user-guide/ui-snowsight/workspaces-git#label-create-a-git-workspace\"\u003Ecreate one if needed\u003C/a\u003E).\u003C/li\u003E\u003Cli\u003ESelect \u003Cstrong\u003EPublic repository\u003C/strong\u003E.\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/govern-data-with-snowflake-dcm-projects/create_workspace.png?v=3e5ce033\" alt=\"Creating a Workspace from a Git repository\"\u003E\u003C/p\u003E\n","\u003Cp\u003EOnce the workspace is created you will see the repository files in the file explorer. Navigate to \u003Cstrong\u003EQuickstarts/govern-data-with-snowflake-dcm-projects\u003C/strong\u003E to find two directories.\u003C/p\u003E\n","\u003Cp\u003EDCM_Projects_Governance/ is the DCM Project itself. scripts/ holds numbered SQL files that you run in Snowsight worksheets at different stages of this guide. They live outside the project directory, so nothing in them is ever picked up by a plan.\u003C/p\u003E\n\u003Ctable\u003E\u003Cthead\u003E\u003Ctr\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003EFile\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003EWhen to run\u003C/th\u003E\u003C/tr\u003E\u003C/thead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003Escripts/01_pre_deploy.sql\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EOnce, before the first plan\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003Escripts/02_guide_setup.sql\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EOnce, after 01_pre_deploy.sql and before the first plan\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003Escripts/03_post_deploy.sql\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EAfter the first successful deploy\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003Escripts/04_verify_change.sql\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EAfter the second deploy\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003Escripts/05_cleanup.sql\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EWhen you are finished\u003C/td\u003E\u003C/tr\u003E\u003C/tbody\u003E\u003C/table\u003E\n","\u003Cp\u003EEvery operational step in this guide is given twice: once for Snowsight, and once for the \u003Ca href=\"https://docs.snowflake.com/en/developer-guide/snowflake-cli/installation/installation\"\u003ESnowflake CLI\u003C/a\u003E if you would rather drive the project from a terminal against your own copy of the repository.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003EWith the Snowflake CLI:\u003C/strong\u003E clone the repository and work from the guide's folder. Run the snow dcm commands from inside DCM_Projects_Governance, and the snow sql commands from the guide's folder.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-bash\"\u003Egit clone https://github.com/Snowflake-Labs/snowflake-dcm-projects.git\ncd snowflake-dcm-projects/Quickstarts/govern-data-with-snowflake-dcm-projects\n\u003C/code\u003E\u003C/pre\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003ESet Up Roles and Permissions\u003C/h2\u003E\n","\u003Cp\u003ERun the first script. \u003Cstrong\u003EIn Snowsight:\u003C/strong\u003E open scripts/01_pre_deploy.sql in a worksheet and run it from top to bottom. \u003Cstrong\u003EWith the Snowflake CLI:\u003C/strong\u003E\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-bash\"\u003Esnow sql -f scripts/01_pre_deploy.sql\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EThe script is the same in every guide of this series. It runs as ACCOUNTADMIN and is safe to run again: if you already ran it for another guide, running it now changes nothing. It has six numbered sections.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003E1. Role.\u003C/strong\u003E It creates the DCM_DEVELOPER role and grants it to you and to SYSADMIN. Every guide in this series uses this role as the project owner.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003E2. Inherited grants opt-in.\u003C/strong\u003E It turns on inherited grants for the account.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003E3. Account-level privileges.\u003C/strong\u003E A project cannot grant account-level privileges to its own owner, so they all happen here, before the first plan. DCM_DEVELOPER gets the privileges that the guides in this series need together, one grant per line, each with a comment naming the guide or feature that uses it. Some are checked at plan time, so a missing one fails the first plan rather than the deploy.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003E4. Series container.\u003C/strong\u003E It creates the DCM_DEMO database and the DCM_DEMO.PROJECTS schema that holds the project objects of the series, and grants DCM_DEVELOPER USAGE on both and CREATE DCM PROJECT on the schema. A project cannot define the database or schema it lives in.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003E5. Project object.\u003C/strong\u003E It creates this guide's DCM Project object, DCM_DEMO.PROJECTS.DCM_GOV_PROJECT_DEV, as DCM_DEVELOPER. This is the only section that differs between the guides of the series.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003E6. Values for the manifest.\u003C/strong\u003E The last query returns your account identifier and user name.\u003C/p\u003E\n","\u003Cp\u003EWhen the script finishes, refresh your browser so the DCM control panel lists the new project object.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003EInherited grants.\u003C/strong\u003E An inherited grant covers current \u003Cem\u003Eand\u003C/em\u003E future objects of a type inside a container. GRANT ON ALL snapshots what exists right now; GRANT ON FUTURE covers only what comes later. An inherited grant covers both, as one grant rather than one per object, which is why it is the recommended pattern in DCM Projects. It is a one-time opt-in per account (\u003Ca href=\"https://docs.snowflake.com/en/release-notes/2026/other/2026-09-10-inherited-grants-ga\"\u003Erelease note\u003C/a\u003E), which the setup script turns on:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EALTER ACCOUNT SET FEATURE_RBAC_INHERITED_GRANTS = 'ENABLED';\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EAn inherited grant cannot be combined with WITH GRANT OPTION, CASCADE or RESTRICT.\u003C/p\u003E\n","\u003Cp\u003EThis project uses two of them, to let the analyst role read every table and view in the demo database.\u003C/p\u003E\n","\u003Cp\u003EThe governance grants at the end of section 3 are there for this guide. Network policies are account-level objects, so creating one needs CREATE NETWORK POLICY, and setting an authentication policy on a user needs APPLY AUTHENTICATION POLICY. DCM_DEVELOPER owns the tags and policies it deploys and the table they protect, and ownership is enough for DCM to attach them, so the script grants no APPLY TAG or APPLY ROW ACCESS POLICY. APPLY MASKING POLICY is there for one statement: the post-deploy script sets a masking policy on a tag, which needs it at the account level.\u003C/p\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003EImportant: update the manifest before the first plan.\u003C/strong\u003E Copy ACCOUNT_IDENTIFIER from the last query of scripts/01_pre_deploy.sql into the account_identifier line of the DCM_DEV target in DCM_Projects_Governance/manifest.yml (line 11, marked "# update to your account names").\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Ch3\u003ECreate the Demo Service User\u003C/h3\u003E\n","\u003Cp\u003ERun the second script, still before the first plan. \u003Cstrong\u003EIn Snowsight:\u003C/strong\u003E open scripts/02_guide_setup.sql in a worksheet and run it. \u003Cstrong\u003EWith the Snowflake CLI:\u003C/strong\u003E\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-bash\"\u003Esnow sql -f scripts/02_guide_setup.sql\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EAs ACCOUNTADMIN, it creates DCM_DEMO_5_DEV_SVC, a service user, and makes DCM_DEVELOPER its owner. Users are account-level objects outside any DCM Project, and owning the user is what lets DCM_DEVELOPER set its network policy. The post-deploy script sets the demo network and authentication policies on this user. The script is safe to run again.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003ESet the demo policies only on this service user.\u003C/strong\u003E Don't set them on your own user or on the account: a network policy set at the account level applies to every user and can lock you out.\u003C/p\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EExplore the Project Files\u003C/h2\u003E\n","\u003Cp\u003EOpen the DCM_Projects_Governance/sources/definitions/ folder:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003Einfrastructure.sql\u003C/strong\u003E: warehouse, the DCM_DEMO_5 database, PUBLIC, RAW and GOV schemas, a restricted ANALYST role, and its grants\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003Eraw.sql\u003C/strong\u003E: a CUSTOMER table with PII columns (email, phone, city)\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003Egovernance.sql\u003C/strong\u003E: tags, a masking policy, a row access policy, a network rule and policy, an authentication policy, and the statements that attach them\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003EThe warehouse in infrastructure.sql runs the queries in the post-deploy and verify scripts, for both roles. The analyst role needs some warehouse to query at all. Defining one in the project means you don't grant your own warehouse to a demo role, and PURGE removes it with everything else. The scripts select it with USE WAREHOUSE after every USE ROLE.\u003C/p\u003E\n","\u003Cp\u003EThe heart of the demo is governance.sql. DCM manages the \u003Cstrong\u003Edefinitions\u003C/strong\u003E of every object below, and also attaches the tags, the masking policy and the row access policy.\u003C/p\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003EAttaching masking and row access policies with ATTACH MASKING POLICY and ATTACH ROW ACCESS POLICY in a DCM project is in Public Preview.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Cp\u003ETags and a masking policy:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EDEFINE TAG DCM_DEMO_5{{env_suffix}}.GOV.PII\n    ALLOWED_VALUES 'PII'\n    COMMENT = 'Marks columns that contain personally identifiable information';\n\nDEFINE MASKING POLICY DCM_DEMO_5{{env_suffix}}.GOV.EMAIL_MASK\n    AS (VAL STRING) RETURNS STRING ->\n    CASE\n        WHEN CURRENT_ROLE() IN ('ACCOUNTADMIN', 'DCM_DEVELOPER') THEN VAL\n        ELSE REGEXP_REPLACE(VAL, '.+\\\\@', '*****@')\n    END\n    COMMENT = 'Masks the local-part of an email for non-privileged roles';\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EBoth policies test CURRENT_ROLE(), the primary role of the session, so the result depends only on the role you switch to with USE ROLE.\u003C/p\u003E\n","\u003Cp\u003EA row access policy for row-level security:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EDEFINE ROW ACCESS POLICY DCM_DEMO_5{{env_suffix}}.GOV.CUSTOMER_COUNTRY_FILTER\n    AS (COUNTRY VARCHAR) RETURNS BOOLEAN ->\n    CASE\n        WHEN CURRENT_ROLE() IN ('ACCOUNTADMIN', 'DCM_DEVELOPER') THEN TRUE\n        WHEN CURRENT_ROLE() = 'DCM_DEMO_5{{env_suffix}}_ANALYST' AND COUNTRY = 'USA' THEN TRUE\n        ELSE FALSE\n    END\n    COMMENT = 'Privileged roles see all rows; the analyst role sees only USA customers';\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003ETake note of the analyst line: it allows only USA customers. You'll change it later in this guide.\u003C/p\u003E\n","\u003Cp\u003EThe EMAIL column is tagged as PII, and DCM reconciles the tag on every deploy:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EATTACH TAG DCM_DEMO_5{{env_suffix}}.GOV.PII = 'PII'\n    TO TABLE DCM_DEMO_5{{env_suffix}}.RAW.CUSTOMER\n        COLUMN EMAIL;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EThe masking policy is attached to the same column, and the row access policy to the table:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EATTACH MASKING POLICY DCM_DEMO_5{{env_suffix}}.GOV.EMAIL_MASK\n    TO TABLE DCM_DEMO_5{{env_suffix}}.RAW.CUSTOMER\n        COLUMN EMAIL;\n\nATTACH ROW ACCESS POLICY DCM_DEMO_5{{env_suffix}}.GOV.CUSTOMER_COUNTRY_FILTER\n    TO TABLE DCM_DEMO_5{{env_suffix}}.RAW.CUSTOMER ON (COUNTRY);\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EDCM applies the masking policy with the FORCE option, so it replaces a masking policy attached to EMAIL outside DCM. If you remove the statement, DCM detaches the policy on the next deployment, and if another DCM project already manages that column's masking policy, the deployment fails.\u003C/p\u003E\n","\u003Cp\u003EA table has at most one row access policy, and the row access policy attachment behaves the same way. If a row access policy was attached outside DCM, the plan shows an ALTER on the table that replaces it. If you remove the statement, the next plan unsets the policy on the table. If another DCM project already manages the table's row access policy, that project's plan fails with an error naming the project that manages it.\u003C/p\u003E\n","\u003Cp\u003Egovernance.sql also defines a network rule and policy and an authentication policy. DCM creates them, and the post-deploy script sets both on the demo service user, so account-security objects are version-controlled too.\u003C/p\u003E\n","\u003Cp\u003ETwo kinds of association are still made outside DCM, in 03_post_deploy.sql. DCM owns the tag and policy definitions in both cases:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ETag-based masking:\u003C/strong\u003E setting a masking policy on a tag, with ALTER TAG.\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ENetwork and authentication policies on a user or the account:\u003C/strong\u003E setting them with ALTER USER or ALTER ACCOUNT.\u003C/li\u003E\u003C/ul\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EPlan and Deploy\u003C/h2\u003E\n","\u003Cp\u003E\u003Cstrong\u003EIn Snowsight:\u003C/strong\u003E the DCM control panel is the first tab in the bottom panel of your workspace. Select the project \u003Cstrong\u003Egovern-data-with-snowflake-dcm-projects/DCM_Projects_Governance\u003C/strong\u003E. On the right side of the same bar, select the \u003Cstrong\u003EDCM_DEV\u003C/strong\u003E target and click the play button to the right of \u003Cstrong\u003EPlan\u003C/strong\u003E.\u003C/p\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/govern-data-with-snowflake-dcm-projects/select_project.png?v=3e5ce033\" alt=\"DCM control panel project selector with DCM_Projects_Governance selected\"\u003E\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003EWith the Snowflake CLI:\u003C/strong\u003E pass the manifest's owner role for the target with --role.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-bash\"\u003Esnow dcm plan --target DCM_DEV --role DCM_DEVELOPER --save-output\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EThe plan lists 15 entities: 14 to create and 1 to alter. The creates are the warehouse, the database and its three schemas (RAW, GOV and PUBLIC), the CUSTOMER table, both tags, the masking and row access policies, the network rule and policy, the authentication policy and the analyst role. The CUSTOMER table's entry includes the row access policy being set, and its EMAIL column the masking policy. The single alter is DCM_DEVELOPER itself, which gains ownership of everything the project creates.\u003C/p\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/govern-data-with-snowflake-dcm-projects/plan_results.png?v=3e5ce033\" alt=\"Plan results: 15 entities, 14 to create and 1 to alter\"\u003E\u003C/p\u003E\n","\u003Cp\u003EWhen the changeset matches what you expected, deploy it.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003EIn Snowsight:\u003C/strong\u003E in the DCM control panel, set the operation to \u003Cstrong\u003EDeploy\u003C/strong\u003E instead of \u003Cstrong\u003EPlan\u003C/strong\u003E, add a deployment alias such as initial, and run it.\u003C/p\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/govern-data-with-snowflake-dcm-projects/deploy_selector.png?v=3e5ce033\" alt=\"The operation selector in the DCM control panel, with Deploy below Plan\"\u003E\u003C/p\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/govern-data-with-snowflake-dcm-projects/deploy_dialog.png?v=3e5ce033\" alt=\"Deploy confirmation dialog\"\u003E\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003EWith the Snowflake CLI:\u003C/strong\u003E\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-bash\"\u003Esnow dcm deploy --target DCM_DEV --role DCM_DEVELOPER --alias initial\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EAfter the deployment, open the CUSTOMER table in the catalog and select the \u003Cstrong\u003EAccess\u003C/strong\u003E tab. Both policies DCM attached are listed:\u003C/p\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/govern-data-with-snowflake-dcm-projects/customer_policies.png?v=3e5ce033\" alt=\"CUSTOMER table with the EMAIL_MASK masking policy and the CUSTOMER_COUNTRY_FILTER row access policy applied\"\u003E\u003C/p\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EApply Governance and Load Data\u003C/h2\u003E\n","\u003Cp\u003EOpen scripts/03_post_deploy.sql and run it as DCM_DEVELOPER. It seeds sample PII data, makes the two associations that DCM doesn't make, and grants you the restricted analyst role. The masking and row access policies are already in force: DCM attached them during the deployment.\u003C/p\u003E\n","\u003Cp\u003EEvery USE ROLE in the script is followed by USE WAREHOUSE, selecting the warehouse the project just created. Your user's default warehouse is usually not granted to these roles, so right after USE ROLE no warehouse is active and the first query would fail.\u003C/p\u003E\n","\u003Ch3\u003E1. Seed Sample Customer Data\u003C/h3\u003E\n","\u003Cp\u003EThe script empties CUSTOMER with TRUNCATE TABLE, then inserts five customers across the USA, the UK and Italy. The script is safe to re-run: it leaves the same five rows, uses FORCE when it sets the tag's masking policy, and unsets the user's authentication policy before setting it again.\u003C/p\u003E\n","\u003Ch3\u003E2. Tag-Based Masking\u003C/h3\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EALTER TAG DCM_DEMO_5_DEV.GOV.PII SET MASKING POLICY DCM_DEMO_5_DEV.GOV.EMAIL_MASK FORCE;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EAny column you tag GOV.PII later is now masked by EMAIL_MASK too. EMAIL now has the same policy twice, attached directly and through the tag; when the two differ, the \u003Ca href=\"https://docs.snowflake.com/en/user-guide/tag-based-masking-policies\"\u003Edirectly assigned masking policy takes precedence\u003C/a\u003E. The demo uses one policy both ways, so you won't see a difference here.\u003C/p\u003E\n","\u003Ch3\u003E3. Set the Network and Authentication Policies on the Demo User\u003C/h3\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EALTER USER DCM_DEMO_5_DEV_SVC SET NETWORK_POLICY = DCM_DEMO_5_DEV_POLICY;\nALTER USER DCM_DEMO_5_DEV_SVC UNSET AUTHENTICATION POLICY;\nALTER USER DCM_DEMO_5_DEV_SVC SET AUTHENTICATION POLICY DCM_DEMO_5_DEV.GOV.PAT_POLICY;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EThe script then confirms that both policies are set on the service user:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003ESELECT POLICY_NAME, POLICY_KIND, REF_ENTITY_NAME\n    FROM TABLE(DCM_DEMO_5_DEV.INFORMATION_SCHEMA.POLICY_REFERENCES(\n        REF_ENTITY_NAME => 'DCM_DEMO_5_DEV_SVC', REF_ENTITY_DOMAIN => 'USER'));\n\u003C/code\u003E\u003C/pre\u003E\n\u003Ctable\u003E\u003Cthead\u003E\u003Ctr\u003E\u003Cth colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EPOLICY_NAME\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EPOLICY_KIND\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EREF_ENTITY_NAME\u003C/th\u003E\u003C/tr\u003E\u003C/thead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EPAT_POLICY\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EAUTHENTICATION_POLICY\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EDCM_DEMO_5_DEV_SVC\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EDCM_DEMO_5_DEV_POLICY\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003ENETWORK_POLICY\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EDCM_DEMO_5_DEV_SVC\u003C/td\u003E\u003C/tr\u003E\u003C/tbody\u003E\u003C/table\u003E\n","\u003Cp\u003ETo enforce a network policy for every user, a role with the global ATTACH POLICY privilege runs ALTER ACCOUNT SET NETWORK_POLICY; the same applies to ALTER ACCOUNT SET AUTHENTICATION POLICY with APPLY AUTHENTICATION POLICY. This quickstart doesn't do that, because an account-level network policy can lock users out of the account.\u003C/p\u003E\n","\u003Ch3\u003E4. Grant the Analyst Role\u003C/h3\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EGRANT ROLE DCM_DEMO_5_DEV_ANALYST TO USER IDENTIFIER($USER_NAME);\n\u003C/code\u003E\u003C/pre\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EVerify Masking by Role\u003C/h2\u003E\n","\u003Cp\u003EThe script ends with the same query run twice. As the privileged DCM_DEVELOPER role, you see every row with clear emails:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EUSE ROLE DCM_DEVELOPER;\nUSE WAREHOUSE DCM_DEMO_5_WH_DEV;\nSELECT CUSTOMER_ID, FIRST_NAME, EMAIL, COUNTRY FROM DCM_DEMO_5_DEV.RAW.CUSTOMER ORDER BY CUSTOMER_ID;\n\u003C/code\u003E\u003C/pre\u003E\n\u003Ctable\u003E\u003Cthead\u003E\u003Ctr\u003E\u003Cth colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003ECUSTOMER_ID\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EFIRST_NAME\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EEMAIL\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003ECOUNTRY\u003C/th\u003E\u003C/tr\u003E\u003C/thead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E1\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EAlice\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003Ealice.johnson@example.com\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EUSA\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E2\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EBob\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003Ebob.smith@example.com\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EUSA\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E3\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EChloe\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003Echloe.martin@example.co.uk\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EUK\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E4\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EDavid\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003Edavid.nguyen@example.com\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EUSA\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E5\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EElena\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003Eelena.rossi@example.it\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EItaly\u003C/td\u003E\u003C/tr\u003E\u003C/tbody\u003E\u003C/table\u003E\n","\u003Cp\u003EThen as the restricted analyst role:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EUSE ROLE DCM_DEMO_5_DEV_ANALYST;\nUSE WAREHOUSE DCM_DEMO_5_WH_DEV;\nSELECT CUSTOMER_ID, FIRST_NAME, EMAIL, COUNTRY FROM DCM_DEMO_5_DEV.RAW.CUSTOMER ORDER BY CUSTOMER_ID;\n\u003C/code\u003E\u003C/pre\u003E\n\u003Ctable\u003E\u003Cthead\u003E\u003Ctr\u003E\u003Cth colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003ECUSTOMER_ID\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EFIRST_NAME\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EEMAIL\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003ECOUNTRY\u003C/th\u003E\u003C/tr\u003E\u003C/thead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E1\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EAlice\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E*****@example.com\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EUSA\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E2\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EBob\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E*****@example.com\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EUSA\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E4\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EDavid\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E*****@example.com\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EUSA\u003C/td\u003E\u003C/tr\u003E\u003C/tbody\u003E\u003C/table\u003E\n","\u003Cp\u003EThe analyst sees \u003Cstrong\u003Eonly USA rows\u003C/strong\u003E, because the row access policy filtered out the UK and Italy customers, and \u003Cstrong\u003Emasked emails\u003C/strong\u003E, because of the masking policy on EMAIL. Both policies, and both attachments, are managed by DCM as code.\u003C/p\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EChange It and Redeploy\u003C/h2\u003E\n","\u003Cp\u003EThe analytics team now covers the UK as well as the USA, so the analyst role needs to see UK customers. In a hand-managed account that means someone runs an ALTER on the policy and nobody records it. Here you change the definition and let DCM work out the difference.\u003C/p\u003E\n","\u003Ch3\u003EEdit the Row Access Policy\u003C/h3\u003E\n","\u003Cp\u003EOpen DCM_Projects_Governance/sources/definitions/governance.sql and change the analyst line of the CUSTOMER_COUNTRY_FILTER row access policy:\u003C/p\u003E\n\u003Ctable\u003E\u003Cthead\u003E\u003Ctr\u003E\u003Cth colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E \u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EAnalyst line\u003C/th\u003E\u003C/tr\u003E\u003C/thead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EBefore\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EWHEN CURRENT_ROLE() = 'DCM_DEMO_5{{env_suffix}}_ANALYST' AND COUNTRY = 'USA' THEN TRUE\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EAfter\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EWHEN CURRENT_ROLE() = 'DCM_DEMO_5{{env_suffix}}_ANALYST' AND COUNTRY IN ('USA', 'UK') THEN TRUE\u003C/td\u003E\u003C/tr\u003E\u003C/tbody\u003E\u003C/table\u003E\n","\u003Cp\u003ENothing else changes: the policy name, its signature and its attachment to CUSTOMER stay the same.\u003C/p\u003E\n","\u003Ch3\u003EPlan the Change\u003C/h3\u003E\n","\u003Cp\u003E\u003Cstrong\u003EIn Snowsight:\u003C/strong\u003E in the DCM control panel, select the project \u003Cstrong\u003Egovern-data-with-snowflake-dcm-projects/DCM_Projects_Governance\u003C/strong\u003E and the \u003Cstrong\u003EDCM_DEV\u003C/strong\u003E target, then click the play button to the right of \u003Cstrong\u003EPlan\u003C/strong\u003E.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003EWith the Snowflake CLI:\u003C/strong\u003E\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-bash\"\u003Esnow dcm plan --target DCM_DEV --role DCM_DEVELOPER --save-output\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EInstead of fourteen creates, the plan now holds a single entity: an ALTER on CUSTOMER_COUNTRY_FILTER that changes its body from COUNTRY = 'USA' to COUNTRY IN ('USA', 'UK'). DCM compared the definition with what is deployed and found exactly one difference.\u003C/p\u003E\n","\u003Cp\u003EWhen the changeset matches what you expected, deploy it.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003EIn Snowsight:\u003C/strong\u003E in the DCM control panel, set the operation to \u003Cstrong\u003EDeploy\u003C/strong\u003E instead of \u003Cstrong\u003EPlan\u003C/strong\u003E, add a deployment alias such as widen-to-uk, and run it.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003EWith the Snowflake CLI:\u003C/strong\u003E\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-bash\"\u003Esnow dcm deploy --target DCM_DEV --role DCM_DEVELOPER --alias widen-to-uk\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003EVerify as the Analyst\u003C/h3\u003E\n","\u003Cp\u003EOpen scripts/04_verify_change.sql and run it. There is nothing to refresh: a row access policy is evaluated when the query runs, so the next query already sees the new body.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EUSE ROLE DCM_DEMO_5_DEV_ANALYST;\nUSE WAREHOUSE DCM_DEMO_5_WH_DEV;\nSELECT CUSTOMER_ID, FIRST_NAME, EMAIL, COUNTRY FROM DCM_DEMO_5_DEV.RAW.CUSTOMER ORDER BY CUSTOMER_ID;\n\u003C/code\u003E\u003C/pre\u003E\n\u003Ctable\u003E\u003Cthead\u003E\u003Ctr\u003E\u003Cth colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003ECUSTOMER_ID\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EFIRST_NAME\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EEMAIL\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003ECOUNTRY\u003C/th\u003E\u003C/tr\u003E\u003C/thead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E1\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EAlice\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E*****@example.com\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EUSA\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E2\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EBob\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E*****@example.com\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EUSA\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E3\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EChloe\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E*****@example.co.uk\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EUK\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E4\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EDavid\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003E*****@example.com\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\" style=\"text-align: left\"\u003EUSA\u003C/td\u003E\u003C/tr\u003E\u003C/tbody\u003E\u003C/table\u003E\n","\u003Cp\u003EChloe now appears, and her email is still masked: the row access policy changed, the masking policy did not. The script's last statement, DESCRIBE ROW ACCESS POLICY, shows the deployed body with the new IN list.\u003C/p\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EClean Up\u003C/h2\u003E\n","\u003Cp\u003EBefore tearing anything down, know that there is a gentler option. DROP DCM PROJECT on its own, without a PURGE first, removes the project and its deployment history and leaves every entity, grant and attachment in place as an ordinary unmanaged object. To release a single entity, call SYSTEM$UNMANAGE_ENTITY_FROM_DCM_PROJECT with its type and name; to release grants or attachments, pass the rendered statements to SYSTEM$UNMANAGE_FROM_DCM_PROJECT. Then remove the matching statements from your definitions, or the next deploy takes them back.\u003C/p\u003E\n","\u003Cp\u003EWhen you're done, open scripts/05_cleanup.sql and run it as DCM_DEVELOPER. In order, it:\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003ERemove the associations made outside DCM.\u003C/strong\u003E The post-deploy script made these with ALTER statements, so PURGE doesn't know about them. A network policy can't be dropped while it is set on a user, and PURGE fails on a masking policy that is still set on a tag, so they go first.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EALTER USER IF EXISTS DCM_DEMO_5_DEV_SVC UNSET NETWORK_POLICY;\nALTER USER IF EXISTS DCM_DEMO_5_DEV_SVC UNSET AUTHENTICATION POLICY;\nALTER TAG IF EXISTS DCM_DEMO_5_DEV.GOV.PII UNSET MASKING POLICY DCM_DEMO_5_DEV.GOV.EMAIL_MASK;\n\u003C/code\u003E\u003C/pre\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003EPurge the project.\u003C/strong\u003E PURGE drops every entity the project manages (database, schemas, table, tags, masking and row access policies, network rule and policy, authentication policy, warehouse, the analyst role and all their data), revokes its grants and removes its attachments. It is irreversible and not transactional: if it fails, some objects may already be gone. The known cause in this guide is a masking policy still set on a tag; re-run section 1, then re-run PURGE.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EEXECUTE DCM PROJECT DCM_DEMO.PROJECTS.DCM_GOV_PROJECT_DEV PURGE;\n\u003C/code\u003E\u003C/pre\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003EDrop the project object\u003C/strong\u003E, which PURGE leaves behind.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EDROP DCM PROJECT IF EXISTS DCM_DEMO.PROJECTS.DCM_GOV_PROJECT_DEV;\n\u003C/code\u003E\u003C/pre\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003EObjects created outside the project.\u003C/strong\u003E The demo service user lives outside the project, so PURGE does not touch it; the script drops it.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EDROP USER IF EXISTS DCM_DEMO_5_DEV_SVC;\n\u003C/code\u003E\u003C/pre\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003ESeries-shared objects, left commented.\u003C/strong\u003E The DCM_DEMO database, its PROJECTS schema and the DCM_DEVELOPER role are shared by every guide in this series, so the script leaves them in place, commented out, with the drops running as ACCOUNTADMIN, which owns the container. Check what the schema still holds before you drop anything:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003ESHOW DCM PROJECTS IN SCHEMA DCM_DEMO.PROJECTS;\n-- USE ROLE ACCOUNTADMIN;\n-- DROP SCHEMA IF EXISTS DCM_DEMO.PROJECTS;\n-- DROP DATABASE IF EXISTS DCM_DEMO;\n-- DROP ROLE IF EXISTS DCM_DEVELOPER;\n\u003C/code\u003E\u003C/pre\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003EInherited grants, left commented.\u003C/strong\u003E The account parameter is account-wide and the other guides need it. The script carries the commented-out line to turn it off:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- ALTER ACCOUNT SET FEATURE_RBAC_INHERITED_GRANTS = 'DISABLED';\n\u003C/code\u003E\u003C/pre\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003EVerify.\u003C/strong\u003E The script ends with four SHOW statements. The first three, for the database, the warehouse and the service user, come back empty. The project list no longer contains DCM_GOV_PROJECT_DEV, but still lists the projects of any other guide in this series you ran. If PURGE fails, there is nothing scheduled to suspend first: this guide defines no tasks, alerts or dynamic tables.\u003C/p\u003E\n\u003C/li\u003E\u003C/ol\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EConclusion And Resources\u003C/h2\u003E\n","\u003Cp\u003EYou managed a full set of Snowflake governance objects as code with DCM Projects, proved that a restricted role is held back by both column masking and row-level security, and changed what that role sees with a one-line edit that the plan reported as a single ALTER.\u003C/p\u003E\n","\u003Ch3\u003EWhat You Learned\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EDefining tags, a masking policy, a row access policy, and network and authentication policies with DCM\u003C/li\u003E\u003Cli\u003EAttaching the masking and row access policies with ATTACH MASKING POLICY and ATTACH ROW ACCESS POLICY\u003C/li\u003E\u003Cli\u003EChanging a policy body in a definition and deploying it as a single ALTER\u003C/li\u003E\u003Cli\u003ESetting network and authentication policies on a dedicated user instead of the account\u003C/li\u003E\u003Cli\u003EWhich associations still live in a post-deploy script, and how to clean them up before PURGE\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EWhat's Next\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EWrite a masking policy for PHONE and attach it with ATTACH MASKING POLICY\u003C/li\u003E\u003Cli\u003EAdd a DCM_PROD target with its own deployer role and promote the same definitions\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/developers/guides/get-started-snowflake-dcm-projects/\"\u003EGet Started with Snowflake DCM Projects\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/developers/guides/dcm-projects-for-dynamic-tables/\"\u003EDCM Projects for Dynamic Tables\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/developers/guides/build-data-pipelines-with-snowflake-dcm-projects/\"\u003EBuild Data Pipelines with Snowflake DCM Projects\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/developers/guides/dcm-projects-for-tasks/\"\u003EDCM Projects for Tasks\u003C/a\u003E\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003ERelated Resources\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/dcm-projects/dcm-projects-overview\"\u003EManaging DCM Projects\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/dcm-projects/dcm-projects-supported-entities\"\u003EDCM Projects supported entities\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/security-column-intro\"\u003EColumn-level security (masking policies)\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/security-row-intro\"\u003ERow access policies\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/object-tagging\"\u003EObject tagging\u003C/a\u003E\u003C/li\u003E\u003C/ul\u003E"],"description":"","title":"Govern Data with Snowflake DCM Projects",":items":{},":itemsOrder":[],":type":"snowflake-site/components/contentfragment","elements":{"quickstartArticleBody":{"dataType":"string","title":"Quickstart Article Body","value":"\u003C!-- ------------------------ --\u003E\n## Overview\n\nSecurity and governance objects, such as tags, masking policies, row access policies, and network and authentication policies, are some of the most important objects in a Snowflake account, and some of the easiest to let drift when they're created by hand. In this quickstart you'll manage them **as code** with Snowflake DCM Projects, so their full lifecycle (create, alter, drop) is version-controlled and reproducible across environments.\n\nYou'll build a small customer dataset containing PII, define its governance objects declaratively, and prove that a restricted role sees **masked emails** and a **filtered set of rows**. Then you'll change the row access policy in one line, redeploy, and watch the restricted role's result change, without touching anything by hand.\n\n### What You'll Learn\n- How to define tags and attach them to a table and a column with DCM\n- How to define a masking policy and attach it to a column with ATTACH MASKING POLICY\n- How to define a row access policy and attach it to a table with ATTACH ROW ACCESS POLICY\n- How to define network and authentication policies as code, and set them on a dedicated demo user\n- How a one-line policy change shows up in the plan as a single ALTER\n- Which policy associations are still made in a post-deploy script\n\n### Prerequisites\n- Familiarity with DCM Projects basics: see [Get Started with Snowflake DCM Projects](https://www.snowflake.com/en/developers/guides/get-started-snowflake-dcm-projects/)\n\n### What You'll Need\n- A [Snowflake account](https://signup.snowflake.com/?utm_source=snowflake-devrel&utm_medium=developer-guides&utm_cta=developer-guides) with ACCOUNTADMIN access, for the one-time setup script\n- (Optional) [Snowflake CLI](https://docs.snowflake.com/en/developer-guide/snowflake-cli/installation/installation) 3.24 or later, if you prefer a terminal to the Snowsight UI\n\n### What You'll Build\n- A customer table with PII, protected by a column masking policy and a row access policy that DCM attaches\n- Two tags, a network rule and policy, and an authentication policy, all defined in one project\n- A restricted analyst role whose view of the data you change by editing one line and redeploying\n\n\u003C!-- ------------------------ --\u003E\n## Create a Workspace from Git\n\nIf you want to work in Snowsight rather than locally, create a Snowsight Workspace linked to the sample repository on GitHub.\n\n1. Navigate to **Projects \u003E Workspaces** in Snowsight.\n2. Click **Create** (+) and select **Git repository**.\n3. Enter the repository URL: https://github.com/Snowflake-Labs/snowflake-dcm-projects\n4. Select an API Integration for GitHub ([create one if needed](https://docs.snowflake.com/en/user-guide/ui-snowsight/workspaces-git#label-create-a-git-workspace)).\n5. Select **Public repository**.\n\n![Creating a Workspace from a Git repository](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/govern-data-with-snowflake-dcm-projects/create_workspace.png?v=3e5ce033)\n\nOnce the workspace is created you will see the repository files in the file explorer. Navigate to **Quickstarts/govern-data-with-snowflake-dcm-projects** to find two directories.\n\nDCM_Projects_Governance/ is the DCM Project itself. scripts/ holds numbered SQL files that you run in Snowsight worksheets at different stages of this guide. They live outside the project directory, so nothing in them is ever picked up by a plan.\n\n| File | When to run |\n|---|---|\n| scripts/01_pre_deploy.sql | Once, before the first plan |\n| scripts/02_guide_setup.sql | Once, after 01_pre_deploy.sql and before the first plan |\n| scripts/03_post_deploy.sql | After the first successful deploy |\n| scripts/04_verify_change.sql | After the second deploy |\n| scripts/05_cleanup.sql | When you are finished |\n\nEvery operational step in this guide is given twice: once for Snowsight, and once for the [Snowflake CLI](https://docs.snowflake.com/en/developer-guide/snowflake-cli/installation/installation) if you would rather drive the project from a terminal against your own copy of the repository.\n\n**With the Snowflake CLI:** clone the repository and work from the guide's folder. Run the snow dcm commands from inside DCM_Projects_Governance, and the snow sql commands from the guide's folder.\n\n```bash\ngit clone https://github.com/Snowflake-Labs/snowflake-dcm-projects.git\ncd snowflake-dcm-projects/Quickstarts/govern-data-with-snowflake-dcm-projects\n```\n\n\u003C!-- ------------------------ --\u003E\n## Set Up Roles and Permissions\n\nRun the first script. **In Snowsight:** open scripts/01_pre_deploy.sql in a worksheet and run it from top to bottom. **With the Snowflake CLI:**\n\n```bash\nsnow sql -f scripts/01_pre_deploy.sql\n```\n\nThe script is the same in every guide of this series. It runs as ACCOUNTADMIN and is safe to run again: if you already ran it for another guide, running it now changes nothing. It has six numbered sections.\n\n**1. Role.** It creates the DCM_DEVELOPER role and grants it to you and to SYSADMIN. Every guide in this series uses this role as the project owner.\n\n**2. Inherited grants opt-in.** It turns on inherited grants for the account.\n\n**3. Account-level privileges.** A project cannot grant account-level privileges to its own owner, so they all happen here, before the first plan. DCM_DEVELOPER gets the privileges that the guides in this series need together, one grant per line, each with a comment naming the guide or feature that uses it. Some are checked at plan time, so a missing one fails the first plan rather than the deploy.\n\n**4. Series container.** It creates the DCM_DEMO database and the DCM_DEMO.PROJECTS schema that holds the project objects of the series, and grants DCM_DEVELOPER USAGE on both and CREATE DCM PROJECT on the schema. A project cannot define the database or schema it lives in.\n\n**5. Project object.** It creates this guide's DCM Project object, DCM_DEMO.PROJECTS.DCM_GOV_PROJECT_DEV, as DCM_DEVELOPER. This is the only section that differs between the guides of the series.\n\n**6. Values for the manifest.** The last query returns your account identifier and user name.\n\nWhen the script finishes, refresh your browser so the DCM control panel lists the new project object.\n\n**Inherited grants.** An inherited grant covers current *and* future objects of a type inside a container. GRANT ON ALL snapshots what exists right now; GRANT ON FUTURE covers only what comes later. An inherited grant covers both, as one grant rather than one per object, which is why it is the recommended pattern in DCM Projects. It is a one-time opt-in per account ([release note](https://docs.snowflake.com/en/release-notes/2026/other/2026-09-10-inherited-grants-ga)), which the setup script turns on:\n\n```sql\nALTER ACCOUNT SET FEATURE_RBAC_INHERITED_GRANTS = 'ENABLED';\n```\n\nAn inherited grant cannot be combined with WITH GRANT OPTION, CASCADE or RESTRICT.\n\nThis project uses two of them, to let the analyst role read every table and view in the demo database.\n\nThe governance grants at the end of section 3 are there for this guide. Network policies are account-level objects, so creating one needs CREATE NETWORK POLICY, and setting an authentication policy on a user needs APPLY AUTHENTICATION POLICY. DCM_DEVELOPER owns the tags and policies it deploys and the table they protect, and ownership is enough for DCM to attach them, so the script grants no APPLY TAG or APPLY ROW ACCESS POLICY. APPLY MASKING POLICY is there for one statement: the post-deploy script sets a masking policy on a tag, which needs it at the account level.\n\n\u003E **Important: update the manifest before the first plan.** Copy ACCOUNT_IDENTIFIER from the last query of scripts/01_pre_deploy.sql into the account_identifier line of the DCM_DEV target in DCM_Projects_Governance/manifest.yml (line 11, marked \"# update to your account names\").\n\n### Create the Demo Service User\n\nRun the second script, still before the first plan. **In Snowsight:** open scripts/02_guide_setup.sql in a worksheet and run it. **With the Snowflake CLI:**\n\n```bash\nsnow sql -f scripts/02_guide_setup.sql\n```\n\nAs ACCOUNTADMIN, it creates DCM_DEMO_5_DEV_SVC, a service user, and makes DCM_DEVELOPER its owner. Users are account-level objects outside any DCM Project, and owning the user is what lets DCM_DEVELOPER set its network policy. The post-deploy script sets the demo network and authentication policies on this user. The script is safe to run again.\n\n**Set the demo policies only on this service user.** Don't set them on your own user or on the account: a network policy set at the account level applies to every user and can lock you out.\n\n\u003C!-- ------------------------ --\u003E\n## Explore the Project Files\n\nOpen the DCM_Projects_Governance/sources/definitions/ folder:\n\n- **infrastructure.sql**: warehouse, the DCM_DEMO_5 database, PUBLIC, RAW and GOV schemas, a restricted ANALYST role, and its grants\n- **raw.sql**: a CUSTOMER table with PII columns (email, phone, city)\n- **governance.sql**: tags, a masking policy, a row access policy, a network rule and policy, an authentication policy, and the statements that attach them\n\nThe warehouse in infrastructure.sql runs the queries in the post-deploy and verify scripts, for both roles. The analyst role needs some warehouse to query at all. Defining one in the project means you don't grant your own warehouse to a demo role, and PURGE removes it with everything else. The scripts select it with USE WAREHOUSE after every USE ROLE.\n\nThe heart of the demo is governance.sql. DCM manages the **definitions** of every object below, and also attaches the tags, the masking policy and the row access policy.\n\n\u003E Attaching masking and row access policies with ATTACH MASKING POLICY and ATTACH ROW ACCESS POLICY in a DCM project is in Public Preview.\n\nTags and a masking policy:\n\n```sql\nDEFINE TAG DCM_DEMO_5{{env_suffix}}.GOV.PII\n    ALLOWED_VALUES 'PII'\n    COMMENT = 'Marks columns that contain personally identifiable information';\n\nDEFINE MASKING POLICY DCM_DEMO_5{{env_suffix}}.GOV.EMAIL_MASK\n    AS (VAL STRING) RETURNS STRING -\u003E\n    CASE\n        WHEN CURRENT_ROLE() IN ('ACCOUNTADMIN', 'DCM_DEVELOPER') THEN VAL\n        ELSE REGEXP_REPLACE(VAL, '.+\\\\@', '*****@')\n    END\n    COMMENT = 'Masks the local-part of an email for non-privileged roles';\n```\n\nBoth policies test CURRENT_ROLE(), the primary role of the session, so the result depends only on the role you switch to with USE ROLE.\n\nA row access policy for row-level security:\n\n```sql\nDEFINE ROW ACCESS POLICY DCM_DEMO_5{{env_suffix}}.GOV.CUSTOMER_COUNTRY_FILTER\n    AS (COUNTRY VARCHAR) RETURNS BOOLEAN -\u003E\n    CASE\n        WHEN CURRENT_ROLE() IN ('ACCOUNTADMIN', 'DCM_DEVELOPER') THEN TRUE\n        WHEN CURRENT_ROLE() = 'DCM_DEMO_5{{env_suffix}}_ANALYST' AND COUNTRY = 'USA' THEN TRUE\n        ELSE FALSE\n    END\n    COMMENT = 'Privileged roles see all rows; the analyst role sees only USA customers';\n```\n\nTake note of the analyst line: it allows only USA customers. You'll change it later in this guide.\n\nThe EMAIL column is tagged as PII, and DCM reconciles the tag on every deploy:\n\n```sql\nATTACH TAG DCM_DEMO_5{{env_suffix}}.GOV.PII = 'PII'\n    TO TABLE DCM_DEMO_5{{env_suffix}}.RAW.CUSTOMER\n        COLUMN EMAIL;\n```\n\nThe masking policy is attached to the same column, and the row access policy to the table:\n\n```sql\nATTACH MASKING POLICY DCM_DEMO_5{{env_suffix}}.GOV.EMAIL_MASK\n    TO TABLE DCM_DEMO_5{{env_suffix}}.RAW.CUSTOMER\n        COLUMN EMAIL;\n\nATTACH ROW ACCESS POLICY DCM_DEMO_5{{env_suffix}}.GOV.CUSTOMER_COUNTRY_FILTER\n    TO TABLE DCM_DEMO_5{{env_suffix}}.RAW.CUSTOMER ON (COUNTRY);\n```\n\nDCM applies the masking policy with the FORCE option, so it replaces a masking policy attached to EMAIL outside DCM. If you remove the statement, DCM detaches the policy on the next deployment, and if another DCM project already manages that column's masking policy, the deployment fails.\n\nA table has at most one row access policy, and the row access policy attachment behaves the same way. If a row access policy was attached outside DCM, the plan shows an ALTER on the table that replaces it. If you remove the statement, the next plan unsets the policy on the table. If another DCM project already manages the table's row access policy, that project's plan fails with an error naming the project that manages it.\n\ngovernance.sql also defines a network rule and policy and an authentication policy. DCM creates them, and the post-deploy script sets both on the demo service user, so account-security objects are version-controlled too.\n\nTwo kinds of association are still made outside DCM, in 03_post_deploy.sql. DCM owns the tag and policy definitions in both cases:\n\n- **Tag-based masking:** setting a masking policy on a tag, with ALTER TAG.\n- **Network and authentication policies on a user or the account:** setting them with ALTER USER or ALTER ACCOUNT.\n\n\u003C!-- ------------------------ --\u003E\n## Plan and Deploy\n\n**In Snowsight:** the DCM control panel is the first tab in the bottom panel of your workspace. Select the project **govern-data-with-snowflake-dcm-projects/DCM_Projects_Governance**. On the right side of the same bar, select the **DCM_DEV** target and click the play button to the right of **Plan**.\n\n![DCM control panel project selector with DCM_Projects_Governance selected](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/govern-data-with-snowflake-dcm-projects/select_project.png?v=3e5ce033)\n\n**With the Snowflake CLI:** pass the manifest's owner role for the target with --role.\n\n```bash\nsnow dcm plan --target DCM_DEV --role DCM_DEVELOPER --save-output\n```\n\nThe plan lists 15 entities: 14 to create and 1 to alter. The creates are the warehouse, the database and its three schemas (RAW, GOV and PUBLIC), the CUSTOMER table, both tags, the masking and row access policies, the network rule and policy, the authentication policy and the analyst role. The CUSTOMER table's entry includes the row access policy being set, and its EMAIL column the masking policy. The single alter is DCM_DEVELOPER itself, which gains ownership of everything the project creates.\n\n![Plan results: 15 entities, 14 to create and 1 to alter](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/govern-data-with-snowflake-dcm-projects/plan_results.png?v=3e5ce033)\n\nWhen the changeset matches what you expected, deploy it.\n\n**In Snowsight:** in the DCM control panel, set the operation to **Deploy** instead of **Plan**, add a deployment alias such as initial, and run it.\n\n![The operation selector in the DCM control panel, with Deploy below Plan](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/govern-data-with-snowflake-dcm-projects/deploy_selector.png?v=3e5ce033)\n\n![Deploy confirmation dialog](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/govern-data-with-snowflake-dcm-projects/deploy_dialog.png?v=3e5ce033)\n\n**With the Snowflake CLI:**\n\n```bash\nsnow dcm deploy --target DCM_DEV --role DCM_DEVELOPER --alias initial\n```\n\nAfter the deployment, open the CUSTOMER table in the catalog and select the **Access** tab. Both policies DCM attached are listed:\n\n![CUSTOMER table with the EMAIL_MASK masking policy and the CUSTOMER_COUNTRY_FILTER row access policy applied](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/govern-data-with-snowflake-dcm-projects/customer_policies.png?v=3e5ce033)\n\n\u003C!-- ------------------------ --\u003E\n## Apply Governance and Load Data\n\nOpen scripts/03_post_deploy.sql and run it as DCM_DEVELOPER. It seeds sample PII data, makes the two associations that DCM doesn't make, and grants you the restricted analyst role. The masking and row access policies are already in force: DCM attached them during the deployment.\n\nEvery USE ROLE in the script is followed by USE WAREHOUSE, selecting the warehouse the project just created. Your user's default warehouse is usually not granted to these roles, so right after USE ROLE no warehouse is active and the first query would fail.\n\n### 1. Seed Sample Customer Data\n\nThe script empties CUSTOMER with TRUNCATE TABLE, then inserts five customers across the USA, the UK and Italy. The script is safe to re-run: it leaves the same five rows, uses FORCE when it sets the tag's masking policy, and unsets the user's authentication policy before setting it again.\n\n### 2. Tag-Based Masking\n\n```sql\nALTER TAG DCM_DEMO_5_DEV.GOV.PII SET MASKING POLICY DCM_DEMO_5_DEV.GOV.EMAIL_MASK FORCE;\n```\n\nAny column you tag GOV.PII later is now masked by EMAIL_MASK too. EMAIL now has the same policy twice, attached directly and through the tag; when the two differ, the [directly assigned masking policy takes precedence](https://docs.snowflake.com/en/user-guide/tag-based-masking-policies). The demo uses one policy both ways, so you won't see a difference here.\n\n### 3. Set the Network and Authentication Policies on the Demo User\n\n```sql\nALTER USER DCM_DEMO_5_DEV_SVC SET NETWORK_POLICY = DCM_DEMO_5_DEV_POLICY;\nALTER USER DCM_DEMO_5_DEV_SVC UNSET AUTHENTICATION POLICY;\nALTER USER DCM_DEMO_5_DEV_SVC SET AUTHENTICATION POLICY DCM_DEMO_5_DEV.GOV.PAT_POLICY;\n```\n\nThe script then confirms that both policies are set on the service user:\n\n```sql\nSELECT POLICY_NAME, POLICY_KIND, REF_ENTITY_NAME\n    FROM TABLE(DCM_DEMO_5_DEV.INFORMATION_SCHEMA.POLICY_REFERENCES(\n        REF_ENTITY_NAME =\u003E 'DCM_DEMO_5_DEV_SVC', REF_ENTITY_DOMAIN =\u003E 'USER'));\n```\n\n| POLICY_NAME | POLICY_KIND | REF_ENTITY_NAME |\n|:--|:--|:--|\n| PAT_POLICY | AUTHENTICATION_POLICY | DCM_DEMO_5_DEV_SVC |\n| DCM_DEMO_5_DEV_POLICY | NETWORK_POLICY | DCM_DEMO_5_DEV_SVC |\n\nTo enforce a network policy for every user, a role with the global ATTACH POLICY privilege runs ALTER ACCOUNT SET NETWORK_POLICY; the same applies to ALTER ACCOUNT SET AUTHENTICATION POLICY with APPLY AUTHENTICATION POLICY. This quickstart doesn't do that, because an account-level network policy can lock users out of the account.\n\n### 4. Grant the Analyst Role\n\n```sql\nGRANT ROLE DCM_DEMO_5_DEV_ANALYST TO USER IDENTIFIER($USER_NAME);\n```\n\n\u003C!-- ------------------------ --\u003E\n## Verify Masking by Role\n\nThe script ends with the same query run twice. As the privileged DCM_DEVELOPER role, you see every row with clear emails:\n\n```sql\nUSE ROLE DCM_DEVELOPER;\nUSE WAREHOUSE DCM_DEMO_5_WH_DEV;\nSELECT CUSTOMER_ID, FIRST_NAME, EMAIL, COUNTRY FROM DCM_DEMO_5_DEV.RAW.CUSTOMER ORDER BY CUSTOMER_ID;\n```\n\n| CUSTOMER_ID | FIRST_NAME | EMAIL | COUNTRY |\n|:--|:--|:--|:--|\n| 1 | Alice | alice.johnson@example.com | USA |\n| 2 | Bob | bob.smith@example.com | USA |\n| 3 | Chloe | chloe.martin@example.co.uk | UK |\n| 4 | David | david.nguyen@example.com | USA |\n| 5 | Elena | elena.rossi@example.it | Italy |\n\nThen as the restricted analyst role:\n\n```sql\nUSE ROLE DCM_DEMO_5_DEV_ANALYST;\nUSE WAREHOUSE DCM_DEMO_5_WH_DEV;\nSELECT CUSTOMER_ID, FIRST_NAME, EMAIL, COUNTRY FROM DCM_DEMO_5_DEV.RAW.CUSTOMER ORDER BY CUSTOMER_ID;\n```\n\n| CUSTOMER_ID | FIRST_NAME | EMAIL | COUNTRY |\n|:--|:--|:--|:--|\n| 1 | Alice | *****@example.com | USA |\n| 2 | Bob | *****@example.com | USA |\n| 4 | David | *****@example.com | USA |\n\nThe analyst sees **only USA rows**, because the row access policy filtered out the UK and Italy customers, and **masked emails**, because of the masking policy on EMAIL. Both policies, and both attachments, are managed by DCM as code.\n\n\u003C!-- ------------------------ --\u003E\n## Change It and Redeploy\n\nThe analytics team now covers the UK as well as the USA, so the analyst role needs to see UK customers. In a hand-managed account that means someone runs an ALTER on the policy and nobody records it. Here you change the definition and let DCM work out the difference.\n\n### Edit the Row Access Policy\n\nOpen DCM_Projects_Governance/sources/definitions/governance.sql and change the analyst line of the CUSTOMER_COUNTRY_FILTER row access policy:\n\n| | Analyst line |\n|:--|:--|\n| Before | WHEN CURRENT_ROLE() = 'DCM_DEMO_5{{env_suffix}}_ANALYST' AND COUNTRY = 'USA' THEN TRUE |\n| After | WHEN CURRENT_ROLE() = 'DCM_DEMO_5{{env_suffix}}_ANALYST' AND COUNTRY IN ('USA', 'UK') THEN TRUE |\n\nNothing else changes: the policy name, its signature and its attachment to CUSTOMER stay the same.\n\n### Plan the Change\n\n**In Snowsight:** in the DCM control panel, select the project **govern-data-with-snowflake-dcm-projects/DCM_Projects_Governance** and the **DCM_DEV** target, then click the play button to the right of **Plan**.\n\n**With the Snowflake CLI:**\n\n```bash\nsnow dcm plan --target DCM_DEV --role DCM_DEVELOPER --save-output\n```\n\nInstead of fourteen creates, the plan now holds a single entity: an ALTER on CUSTOMER_COUNTRY_FILTER that changes its body from COUNTRY = 'USA' to COUNTRY IN ('USA', 'UK'). DCM compared the definition with what is deployed and found exactly one difference.\n\nWhen the changeset matches what you expected, deploy it.\n\n**In Snowsight:** in the DCM control panel, set the operation to **Deploy** instead of **Plan**, add a deployment alias such as widen-to-uk, and run it.\n\n**With the Snowflake CLI:**\n\n```bash\nsnow dcm deploy --target DCM_DEV --role DCM_DEVELOPER --alias widen-to-uk\n```\n\n### Verify as the Analyst\n\nOpen scripts/04_verify_change.sql and run it. There is nothing to refresh: a row access policy is evaluated when the query runs, so the next query already sees the new body.\n\n```sql\nUSE ROLE DCM_DEMO_5_DEV_ANALYST;\nUSE WAREHOUSE DCM_DEMO_5_WH_DEV;\nSELECT CUSTOMER_ID, FIRST_NAME, EMAIL, COUNTRY FROM DCM_DEMO_5_DEV.RAW.CUSTOMER ORDER BY CUSTOMER_ID;\n```\n\n| CUSTOMER_ID | FIRST_NAME | EMAIL | COUNTRY |\n|:--|:--|:--|:--|\n| 1 | Alice | *****@example.com | USA |\n| 2 | Bob | *****@example.com | USA |\n| 3 | Chloe | *****@example.co.uk | UK |\n| 4 | David | *****@example.com | USA |\n\nChloe now appears, and her email is still masked: the row access policy changed, the masking policy did not. The script's last statement, DESCRIBE ROW ACCESS POLICY, shows the deployed body with the new IN list.\n\n\u003C!-- ------------------------ --\u003E\n## Clean Up\n\nBefore tearing anything down, know that there is a gentler option. DROP DCM PROJECT on its own, without a PURGE first, removes the project and its deployment history and leaves every entity, grant and attachment in place as an ordinary unmanaged object. To release a single entity, call SYSTEM$UNMANAGE_ENTITY_FROM_DCM_PROJECT with its type and name; to release grants or attachments, pass the rendered statements to SYSTEM$UNMANAGE_FROM_DCM_PROJECT. Then remove the matching statements from your definitions, or the next deploy takes them back.\n\nWhen you're done, open scripts/05_cleanup.sql and run it as DCM_DEVELOPER. In order, it:\n\n1. **Remove the associations made outside DCM.** The post-deploy script made these with ALTER statements, so PURGE doesn't know about them. A network policy can't be dropped while it is set on a user, and PURGE fails on a masking policy that is still set on a tag, so they go first.\n\n    ```sql\n    ALTER USER IF EXISTS DCM_DEMO_5_DEV_SVC UNSET NETWORK_POLICY;\n    ALTER USER IF EXISTS DCM_DEMO_5_DEV_SVC UNSET AUTHENTICATION POLICY;\n    ALTER TAG IF EXISTS DCM_DEMO_5_DEV.GOV.PII UNSET MASKING POLICY DCM_DEMO_5_DEV.GOV.EMAIL_MASK;\n    ```\n\n2. **Purge the project.** PURGE drops every entity the project manages (database, schemas, table, tags, masking and row access policies, network rule and policy, authentication policy, warehouse, the analyst role and all their data), revokes its grants and removes its attachments. It is irreversible and not transactional: if it fails, some objects may already be gone. The known cause in this guide is a masking policy still set on a tag; re-run section 1, then re-run PURGE.\n\n    ```sql\n    EXECUTE DCM PROJECT DCM_DEMO.PROJECTS.DCM_GOV_PROJECT_DEV PURGE;\n    ```\n\n3. **Drop the project object**, which PURGE leaves behind.\n\n    ```sql\n    DROP DCM PROJECT IF EXISTS DCM_DEMO.PROJECTS.DCM_GOV_PROJECT_DEV;\n    ```\n\n4. **Objects created outside the project.** The demo service user lives outside the project, so PURGE does not touch it; the script drops it.\n\n    ```sql\n    DROP USER IF EXISTS DCM_DEMO_5_DEV_SVC;\n    ```\n\n5. **Series-shared objects, left commented.** The DCM_DEMO database, its PROJECTS schema and the DCM_DEVELOPER role are shared by every guide in this series, so the script leaves them in place, commented out, with the drops running as ACCOUNTADMIN, which owns the container. Check what the schema still holds before you drop anything:\n\n    ```sql\n    SHOW DCM PROJECTS IN SCHEMA DCM_DEMO.PROJECTS;\n    -- USE ROLE ACCOUNTADMIN;\n    -- DROP SCHEMA IF EXISTS DCM_DEMO.PROJECTS;\n    -- DROP DATABASE IF EXISTS DCM_DEMO;\n    -- DROP ROLE IF EXISTS DCM_DEVELOPER;\n    ```\n\n6. **Inherited grants, left commented.** The account parameter is account-wide and the other guides need it. The script carries the commented-out line to turn it off:\n\n    ```sql\n    -- ALTER ACCOUNT SET FEATURE_RBAC_INHERITED_GRANTS = 'DISABLED';\n    ```\n\n7. **Verify.** The script ends with four SHOW statements. The first three, for the database, the warehouse and the service user, come back empty. The project list no longer contains DCM_GOV_PROJECT_DEV, but still lists the projects of any other guide in this series you ran. If PURGE fails, there is nothing scheduled to suspend first: this guide defines no tasks, alerts or dynamic tables.\n\n\u003C!-- ------------------------ --\u003E\n## Conclusion And Resources\n\nYou managed a full set of Snowflake governance objects as code with DCM Projects, proved that a restricted role is held back by both column masking and row-level security, and changed what that role sees with a one-line edit that the plan reported as a single ALTER.\n\n### What You Learned\n- Defining tags, a masking policy, a row access policy, and network and authentication policies with DCM\n- Attaching the masking and row access policies with ATTACH MASKING POLICY and ATTACH ROW ACCESS POLICY\n- Changing a policy body in a definition and deploying it as a single ALTER\n- Setting network and authentication policies on a dedicated user instead of the account\n- Which associations still live in a post-deploy script, and how to clean them up before PURGE\n\n### What's Next\n- Write a masking policy for PHONE and attach it with ATTACH MASKING POLICY\n- Add a DCM_PROD target with its own deployer role and promote the same definitions\n- [Get Started with Snowflake DCM Projects](https://www.snowflake.com/en/developers/guides/get-started-snowflake-dcm-projects/)\n- [DCM Projects for Dynamic Tables](https://www.snowflake.com/en/developers/guides/dcm-projects-for-dynamic-tables/)\n- [Build Data Pipelines with Snowflake DCM Projects](https://www.snowflake.com/en/developers/guides/build-data-pipelines-with-snowflake-dcm-projects/)\n- [DCM Projects for Tasks](https://www.snowflake.com/en/developers/guides/dcm-projects-for-tasks/)\n\n### Related Resources\n- [Managing DCM Projects](https://docs.snowflake.com/en/user-guide/dcm-projects/dcm-projects-overview)\n- [DCM Projects supported entities](https://docs.snowflake.com/en/user-guide/dcm-projects/dcm-projects-supported-entities)\n- [Column-level security (masking policies)](https://docs.snowflake.com/en/user-guide/security-column-intro)\n- [Row access policies](https://docs.snowflake.com/en/user-guide/security-row-intro)\n- [Object tagging](https://docs.snowflake.com/en/user-guide/object-tagging)\n","multiValue":false,":type":"text/x-markdown"},"quickstartArticleLogoImage":{"dataType":"string","title":"Quickstart Article Logo Image","multiValue":false,":type":"text/plain"}},"elementsOrder":["quickstartArticleBody","quickstartArticleLogoImage"],"isDeveloperGuidesPage":false,"model":"snowflake-site/models/quickstart-article"},"flexible_column_cont":{"id":"flexible-column-container-9bc8ed8050","type":"2-column-75-25","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"none","bottomPadding":"none","spaceBetween":"none","reverseOnMobile":false,"carouselOnMobile":false,"backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-67aa19df41",":items":{"quickstart_last_modi":{"id":"quickstart-last-modified-b6f067ce81","icon":{"id":"icon","icon":"calendar",":type":"snowflake-site/components/icon","appliedCssClassNames":"snowflake-icon-blue"},"lastModifiedDatePrefix":"Updated","lastModifiedDate":"2026-11-10",":type":"snowflake-site/components/quickstart/quickstart-last-modified","appliedCssClassNames":"snowflake-responsive-component-top-padding-small"},"text":{"id":"text-c92a0baf3b","additionalClasses":"qs-disclaimer-text","text":"\u003Cp\u003E\u003Cspan style=\"color: #666;\"\u003EThis content is provided as is, and is not maintained on an ongoing basis. 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