cleanup sandboxing

* use schema inclusion filters

* fix test

* remove set dep

.clj-kondo/config.edn

@@ -25,6 +25,7 @@
   :reduce-without-init          {:level :warning}
   :redundant-call               {:level :warning}
   :redundant-fn-wrapper         {:level :warning}
+  :redundant-str-call           {:level :warning}
   :self-requiring-namespace     {:level :warning}
   :single-key-in                {:level :warning}
   :unsorted-imports             {:level :warning}
@@ -273,6 +274,7 @@
    clojure.java.jdbc/with-db-connection               {:message "Use sql-jdbc.execute/do-with-connection-with-options (for drivers) or t2/with-connection (for the app DB) instead of jdbc/with-db-connection"}
    clojure.java.jdbc/with-db-metadata                 {:message "Use sql-jdbc.execute/do-with-connection-with-options + .getMetaData instead of jdbc/with-db-metadata"}
    clojure.pprint/pprint                              {:message "Use metabase.util.log instead of clojure.pprint/pprint"}
+   clojure.pprint/print-table                         {:message "Use metabase.util.log instead of printing directly to the console"}
    clojure.string/lower-case                          {:message "Use metabase.util/lower-case-en instead of clojure.string/lower-case"}
    clojure.string/upper-case                          {:message "Use metabase.util/upper-case-en instead of clojure.string/upper-case"}
    compojure.core/context                             {:message "Use metabase.api.util.handlers/route-map-handler instead of compojure.core/context, it is much faster and supports OpenAPI spec generation"}
@@ -488,8 +490,9 @@
   metabase.util.malli/defn-                                                             schema.core/defn
   metabase.util.malli/fn                                                                schema.core/fn
   metabase.util.namespaces/import-fns                                                   potemkin/import-vars
+  metabase.util.performance/doseq                                                       clojure.core/doseq
+  metabase.util.performance/for                                                         clojure.core/for
   metabase.util/with-timer-ms                                                           clojure.core/fn
-  metabase.xrays.domain-entities.malli/defn                                             schema.core/defn
   metabuild-common.core/with-open-jar-file-system                                       clojure.core/let
   metabuild-common.files/with-open-jar-file-system                                      clojure.core/let
   monger.operators/defoperator                                                          clojure.core/def
@@ -519,6 +522,7 @@
    metabase-enterprise.advanced-permissions.models.permissions.application-permissions-test/with-new-group-and-current-graph hooks.common/with-two-top-level-bindings
    metabase-enterprise.audit-app.pages-test/with-temp-objects                                                                hooks.common/with-one-binding
    metabase-enterprise.cache.config-test/with-temp-persist-models                                                            hooks.common/with-seven-bindings
+   metabase-enterprise.metabot-v3.tools.dependencies-test/with-dependent-transforms!                                         hooks.common/with-two-bindings
    metabase-enterprise.semantic-search.db.connection/with-migrate-tx                                                         hooks.common/let-one-with-optional-value
    metabase-enterprise.serialization.test-util/with-temp-dpc                                                                 hooks.toucan2.tools.with-temp/with-temp
    metabase-enterprise.transforms-python.drivers-test/with-test-table                                                        hooks.common/with-two-bindings
@@ -573,8 +577,8 @@
    metabase.pulse.models.pulse-test/with-pulse-in-collection!                                                                hooks.common/with-four-bindings
    metabase.pulse.test-util/checkins-query-card                                                                              hooks.metabase.test.data/$ids
    metabase.queries.api.card-test/with-card-param-values-fixtures                                                            hooks.common/let-one-with-optional-value
-   metabase.queries.api.card-test/with-temp-native-card!                                                                     hooks.common/with-two-bindings
-   metabase.queries.api.card-test/with-temp-native-card-with-params!                                                         hooks.common/with-two-bindings
+   metabase.queries.api.card-test/with-temp-native-card                                                                      hooks.common/with-two-bindings
+   metabase.queries.api.card-test/with-temp-native-card-with-params                                                          hooks.common/with-two-bindings
    metabase.query-processor-test.expressions-test/calculate-bird-scarcity                                                    hooks.metabase.query-processor-test.expressions-test/calculate-bird-scarcity
    metabase.query-processor-test.filter-test/count-with-filter-clause                                                        hooks.metabase.test.data/$ids
    metabase.query-processor.middleware.cache-test/with-mock-cache!                                                           hooks.common/with-two-bindings
@@ -624,10 +628,11 @@
    metabase.test/with-non-admin-groups-no-root-collection-perms                                                              hooks.common/do*
    metabase.test/with-persistence-enabled!                                                                                   hooks.metabase.model-persistence.test-util/with-persistence-enabled!
    metabase.test/with-prometheus-system!                                                                                     hooks.common/with-two-bindings
+   metabase.test/with-random-premium-token!                                                                                  hooks.common/with-one-binding
    metabase.test/with-temp                                                                                                   hooks.toucan2.tools.with-temp/with-temp
    metabase.test/with-temp-file                                                                                              hooks.metabase.test.util/with-temp-file
    metabase.test/with-temporary-setting-values                                                                               hooks.metabase.test.util/with-temporary-setting-values
-   metabase.users.api-test/with-temp-user-email!                                                                              hooks.common/with-one-binding
+   metabase.users.api-test/with-temp-user-email!                                                                             hooks.common/with-one-binding
    metabase.util.i18n/deferred-trs                                                                                           hooks.metabase.util.i18n/deferred-trs
    metabase.util.i18n/deferred-tru                                                                                           hooks.metabase.util.i18n/deferred-tru
    metabase.util.i18n/trs                                                                                                    hooks.metabase.util.i18n/trs
@@ -687,7 +692,6 @@
    metabase.test/with-temporary-raw-setting-values                                         macros.metabase.test.util/with-temporary-raw-setting-values
    metabase.users.models.user-test/with-groups!                                            macros.metabase.users.models.user-test/with-groups!
    metabase.util.namespaces/import-fn                                                      macros.metabase.util.namespaces/import-fn
-   metabase.xrays.domain-entities.malli/define-getters-and-setters                         macros.metabase.xrays.domain-entities.malli/define-getters-and-setters
    metabase.xrays.related-test/with-world                                                  macros.metabase.xrays.related-test/with-world}}
 
  :config-in-comment
@@ -715,6 +719,8 @@
    :name    metabase-lib}
   {:pattern "^metabase\\.lib\\..*"
    :name    metabase-lib-excluding-legacy-mbql}
+  {:pattern "^metabase\\.legacy-mbql\\..*"
+   :name    legacy-mbql-namespaces}
   ;;
   ;; QP and driver source namespaces: `metabase.query-processor.*`, `metabase-enterprise.sandbox.query-processor.*`,
   ;; and `metabase.driver.*`, excluding `-test` namespaces.
@@ -729,7 +735,7 @@
   ;;
   ;; driver namespaces, including tests
   ;;
-  {:pattern "metabase\\.driver.*$"
+  {:pattern "metabase\\.driver(?:-api)?.*$"
    :name    driver-namespaces}
   ;;
   ;; Perf-sensitive namespaces are currently the union of metabase.lib.*, driver namespaces, and QP (without tests).
@@ -775,7 +781,14 @@
      clojure.core/eval        {:message "Don't use eval outside of tests"}}
 
     :discouraged-namespace
-    {metabase.query-processor.store {:message "Please do not use the QP Store outside of legacy QP or driver code. Use MBQL 5/Lib or lib.metadata.jvm/applicaton-database-metadata-provider instead."}}}}
+    {metabase.legacy-mbql.jvm-util       {:message "Avoid legacy MBQL utils, use Lib instead"}
+     metabase.legacy-mbql.normalize      {:message "Avoid legacy MBQL normalization, use MBQL 5 + lib/normalize instead"}
+     metabase.legacy-mbql.predicates     {:message "Avoid legacy MBQL utils, use Lib instead"}
+     metabase.legacy-mbql.schema         {:message "Avoid the legacy MBQL schema, use MBQL 5 + lib.schema instead"}
+     metabase.legacy-mbql.schema.helpers {:message "Avoid the legacy MBQL schema, use MBQL 5 + lib.schema instead"}
+     metabase.legacy-mbql.schema.macros  {:message "Avoid the legacy MBQL schema, use MBQL 5 + lib.schema instead"}
+     metabase.legacy-mbql.util           {:message "Avoid legacy MBQL utils, use Lib instead"}
+     metabase.query-processor.store      {:message "Please do not use the QP Store outside of legacy QP or driver code. Use MBQL 5/Lib or lib.metadata.jvm/applicaton-database-metadata-provider instead."}}}}
 
   printable-namespaces
   {:linters
@@ -817,20 +830,70 @@
      toucan2.core               {:message "Don't use application database inside Lib code"}}}}
 
   metabase-lib-excluding-legacy-mbql
-  {:linters
-   {:discouraged-var
-    {metabase.legacy-mbql.util/unique-name-generator {:message "Use metabase.lib.util/unique-name-generator or non-truncating-unique-name-generator"}}}
+  {}
 
-   :discouraged-namespace
-   {metabase.legacy-mbql.js         {:message "Avoid legacy MBQL utils in Lib; move things into Lib if needded."}
-    metabase.legacy-mbql.jvm-util   {:message "Avoid legacy MBQL utils in Lib; move things into Lib if needded."}
-    metabase.legacy-mbql.predicates {:message "Avoid legacy MBQL utils in Lib; move things into Lib if needded."}
-    metabase.legacy-mbql.util       {:message "Avoid legacy MBQL utils in Lib; move things into Lib if needded."}}}
+  legacy-mbql-namespaces
+  {:linters
+   {:discouraged-namespace
+    {metabase.legacy-mbql.jvm-util       {:level :off}
+     metabase.legacy-mbql.normalize      {:level :off}
+     metabase.legacy-mbql.predicates     {:level :off}
+     metabase.legacy-mbql.schema         {:level :off}
+     metabase.legacy-mbql.schema.helpers {:level :off}
+     metabase.legacy-mbql.schema.macros  {:level :off}
+     metabase.legacy-mbql.util           {:level :off}
+     metabase.query-processor.store      {:level :off}}
+
+    ;; the `metabase.legacy-mbql` stuff is all deprecated, so we don't need to warn inside the module about other stuff
+    ;; in the module being marked deprecated or discouraged.
+    :deprecated-namespace {:level :off}
+    :deprecated-var       {:level :off}}}
 
   driver-namespaces
   {:linters
    {:discouraged-var
-    {metabase.driver/database-supports? {:level :off}}}}
+    {metabase.driver/database-supports? {:level :off}}
+
+    ;; don't warn about the legacy MBQL namespaces being deprecated or discouraged in driver code now, we don't have a
+    ;; real alternative YET so it's not a helpful warning.
+    :discouraged-namespace
+    {metabase.legacy-mbql.jvm-util       {:level :off}
+     metabase.legacy-mbql.normalize      {:level :off}
+     metabase.legacy-mbql.predicates     {:level :off}
+     metabase.legacy-mbql.schema         {:level :off}
+     metabase.legacy-mbql.schema.helpers {:level :off}
+     metabase.legacy-mbql.schema.macros  {:level :off}
+     metabase.legacy-mbql.util           {:level :off}
+     metabase.query-processor.store      {:level :off}}
+
+    :deprecated-namespace
+    {:exclude
+     [metabase.driver.common.parameters
+      metabase.driver.common.parameters.dates
+      metabase.driver.common.parameters.operators
+      metabase.driver.common.parameters.parse
+      metabase.driver.common.parameters.values
+      metabase.legacy-mbql.jvm-util
+      metabase.legacy-mbql.normalize
+      metabase.legacy-mbql.predicates
+      metabase.legacy-mbql.schema
+      metabase.legacy-mbql.schema.helpers
+      metabase.legacy-mbql.schema.macros
+      metabase.legacy-mbql.util
+      metabase.query-processor.store]}
+
+    :deprecated-var
+    {:exclude
+     {metabase.legacy-mbql.schema.helpers/is-clause?   {:namespaces ["metabase\\.driver.*"]}
+      metabase.legacy-mbql.schema.helpers/mbql-clause? {:namespaces ["metabase\\.driver.*"]}
+      metabase.legacy-mbql.util/query->source-table-id {:namespaces ["metabase\\.driver.*"]}
+      metabase.legacy-mbql.util/aggregation-at-index   {:namespaces ["metabase\\.driver.*"]}
+      metabase.legacy-mbql.util/assoc-field-options    {:namespaces ["metabase\\.driver.*"]}
+      metabase.legacy-mbql.util/expression-with-name   {:namespaces ["metabase\\.driver.*"]}
+      metabase.legacy-mbql.util/field-options          {:namespaces ["metabase\\.driver.*"]}
+      metabase.legacy-mbql.util/negate-filter-clause   {:namespaces ["metabase\\.driver.*"]}
+      metabase.legacy-mbql.util/normalize-token        {:namespaces ["metabase\\.driver.*"]}
+      metabase.legacy-mbql.util/update-field-options   {:namespaces ["metabase\\.driver.*"]}}}}}
 
   performance-sensitive
   {:linters
@@ -865,16 +928,7 @@
      metabase.lib.core/->legacy-MBQL      {:level :off}}}}
 
   qp-source-namespaces
-  {:linters
-   {:discouraged-namespace
-    {metabase.legacy-mbql.js             {:message "Avoid legacy MBQL namespaces in the QP, use Lib instead"}
-     metabase.legacy-mbql.jvm-util       {:message "Avoid legacy MBQL namespaces in the QP, use Lib instead"}
-     metabase.legacy-mbql.normalize      {:message "Avoid legacy MBQL namespaces in the QP, use Lib instead"}
-     metabase.legacy-mbql.predicates     {:message "Avoid legacy MBQL namespaces in the QP, use Lib instead"}
-     metabase.legacy-mbql.schema         {:message "Avoid legacy MBQL namespaces in the QP, use Lib instead"}
-     metabase.legacy-mbql.schema.helpers {:message "Avoid legacy MBQL namespaces in the QP, use Lib instead"}
-     metabase.legacy-mbql.schema.macros  {:message "Avoid legacy MBQL namespaces in the QP, use Lib instead"}
-     metabase.legacy-mbql.util           {:message "Avoid legacy MBQL namespaces in the QP, use Lib instead"}}}}
+  {}
 
   general-qp-and-driver-test-namespaces
   {:linters

.clj-kondo/config/modules/config.edn

@@ -62,6 +62,7 @@
            lib-be
            model-persistence
            models
+           parameters
            permissions
            public-sharing
            queries
@@ -118,9 +119,9 @@
            metabase.analyze.query-results}
    :uses #{config
            driver
-           legacy-mbql
            lib
            models
+           query-processor
            sync
            util}}
 
@@ -317,7 +318,7 @@
            app-db
            classloader
            config
-           legacy-mbql
+
            models
            query-processor
            search
@@ -328,6 +329,7 @@
   collections
   {:team "UX West"
    :api  #{metabase.collections.api
+           metabase.collections.core
            metabase.collections.models.collection
            metabase.collections.models.collection.root}
    :uses #{api
@@ -335,16 +337,15 @@
            app-db
            audit-app
            config
-           driver
            eid-translation
            events
-           legacy-mbql
            lib-be
            models
            notification
            permissions
            premium-features
            queries
+           remote-sync
            request
            revisions
            search
@@ -366,10 +367,8 @@
 
   content-translation
   {:team "UX West"
-   :api  #{metabase.content-translation.api
-           metabase.content-translation.models}
-   :uses #{api
-           premium-features
+   :api  #{metabase.content-translation.models}
+   :uses #{premium-features
            util}}
 
   content-verification
@@ -393,7 +392,8 @@
            metabase.dashboards.init
            metabase.dashboards.models.dashboard
            metabase.dashboards.models.dashboard-card
-           metabase.dashboards.models.dashboard-tab}
+           metabase.dashboards.models.dashboard-tab
+           metabase.dashboards.schema}
    :uses #{actions
            analytics
            api
@@ -433,10 +433,7 @@
    :api  #{metabase.driver
            metabase.driver.common
            metabase.driver.common.parameters
-           metabase.driver.common.parameters.dates
-           metabase.driver.common.parameters.operators
            metabase.driver.common.parameters.parse
-           metabase.driver.common.parameters.values
            metabase.driver.ddl.interface
            metabase.driver.h2
            metabase.driver.impl
@@ -450,22 +447,34 @@
            metabase.driver.sql-jdbc.execute.diagnostic
            metabase.driver.sql-jdbc.sync
            metabase.driver.sql.query-processor
-           metabase.driver.sql.query-processor.deprecated
            metabase.driver.sql.util
            metabase.driver.sync
            metabase.driver.util}
-   :uses #{driver-api
-           util}}
+   :uses #{app-db
+           appearance
+           auth-provider
+           classloader
+           config
+           driver-api
+           events
+           legacy-mbql
+           lib
+           lib-be
+           premium-features
+           query-processor
+           settings
+           system
+           util
+           warehouse-schema
+           warehouses}}
 
   driver-api
   {:team "Drivers"
-   :api  #{metabase.driver-api.core
-           metabase.driver-api.init}
+   :api  #{metabase.driver-api.core}
    :uses #{actions
            api
            app-db
            appearance
-           auth-provider
            classloader
            config
            connection-pool
@@ -484,8 +493,7 @@
            system
            upload
            util
-           warehouse-schema
-           warehouses}}
+           warehouse-schema}}
 
   eid-translation
   {:team "UX West"
@@ -507,7 +515,7 @@
    :uses #{analytics
            api
            config
-           driver
+           dashboards
            eid-translation
            events
            models
@@ -536,7 +544,6 @@
    :uses #{appearance
            models
            query-processor
-           system
            types
            util}}
 
@@ -556,6 +563,11 @@
            models
            util}}
 
+  graph
+  {:team "Querying"
+   :api  #{metabase.graph.core}
+   :uses #{util}}
+
   indexed-entities
   {:team "UX West"
    :api  #{metabase.indexed-entities.api
@@ -581,11 +593,9 @@
   legacy-mbql
   {:team "Querying"
    :api  #{metabase.legacy-mbql.normalize
-           metabase.legacy-mbql.predicates
            metabase.legacy-mbql.schema
            metabase.legacy-mbql.util}
    :uses #{lib
-           models
            types
            util}}
 
@@ -609,10 +619,10 @@
            metabase.lib.metadata.result-metadata
            metabase.lib.normalize
            metabase.lib.options
-           metabase.lib.parse
            metabase.lib.query
            metabase.lib.schema
            metabase.lib.schema.actions
+           metabase.lib.schema.aggregation
            metabase.lib.schema.binning
            metabase.lib.schema.common
            metabase.lib.schema.constraints
@@ -647,8 +657,7 @@
   lib-be
   {:team "Querying"
    :api  #{metabase.lib-be.core
-           metabase.lib-be.init
-           metabase.lib-be.metadata.jvm}
+           metabase.lib-be.init}
    :uses #{lib
            models
            settings
@@ -702,8 +711,7 @@
 
   models
   {:team "DevEx"
-   :api  #{metabase.models.dispatch
-           metabase.models.humanization
+   :api  #{metabase.models.humanization
            metabase.models.init
            metabase.models.interface
            metabase.models.resolution
@@ -715,7 +723,6 @@
            classloader
            legacy-mbql
            lib
-           lib-be
            settings
            util}}
 
@@ -725,6 +732,7 @@
            metabase.native-query-snippets.core}
    :uses #{api
            collections
+           events
            lib
            models
            permissions
@@ -765,6 +773,7 @@
   parameters
   {:team "Querying"
    :api  #{metabase.parameters.chain-filter
+           metabase.parameters.core
            metabase.parameters.custom-values
            metabase.parameters.dashboard
            metabase.parameters.field
@@ -775,13 +784,10 @@
    :uses #{api
            app-db
            classloader
-           driver
-           legacy-mbql
            lib
            lib-be
            models
            query-processor
-           types
            util
            warehouse-schema
            warehouses}}
@@ -800,6 +806,7 @@
            lib
            models
            premium-features
+           remote-sync
            request
            settings
            util
@@ -841,7 +848,6 @@
            app-db
            channel
            config
-           driver
            premium-features
            settings
            task
@@ -859,7 +865,6 @@
            dashboards
            events
            lib
-           lib-be
            models
            parameters
            queries
@@ -882,6 +887,7 @@
            config
            driver
            events
+           lib
            models
            notification
            permissions
@@ -894,19 +900,6 @@
            enterprise/advanced-permissions
            enterprise/sandbox}}
 
-  python-runner
-  {:team "Workflows"
-   :api  #{metabase.python-runner.api
-           metabase.python-runner.core
-           metabase.python-runner.init}
-   :uses #{api
-           driver
-           models
-           query-processor
-           request
-           util
-           enterprise/transforms}}
-
   queries
   {:team "Querying"
    :api  #{metabase.queries.api
@@ -928,7 +921,6 @@
            eid-translation
            embedding
            events
-           legacy-mbql
            lib
            lib-be
            models
@@ -974,10 +966,10 @@
            metabase.query-processor.middleware.annotate
            metabase.query-processor.middleware.cache-backend.db
            metabase.query-processor.middleware.constraints
-           metabase.query-processor.middleware.fetch-source-query-legacy
            metabase.query-processor.middleware.limit
            metabase.query-processor.middleware.permissions
            metabase.query-processor.middleware.wrap-value-literals
+           metabase.query-processor.parameters.dates
            metabase.query-processor.parameters.operators
            metabase.query-processor.pipeline
            metabase.query-processor.pivot
@@ -1006,6 +998,7 @@
            batch-processing
            cache
            config
+           dashboards
            driver
            events
            formatter
@@ -1020,14 +1013,20 @@
            premium-features
            queries
            query-permissions
-           request
            server
            settings
            system
-           types
            users
            util}}
 
+  remote-sync
+  {:team "UX West"
+   :api  #{metabase.remote-sync.core
+           metabase.remote-sync.init}
+   :uses #{api
+           models
+           premium-features}}
+
   request
   {:team "UX West"
    :api  #{metabase.request.core
@@ -1084,12 +1083,14 @@
            audit-app
            collections
            config
-           driver
            events
+           lib
+           lib-be
            models
            permissions
            premium-features
            queries
+           query-processor
            request
            settings
            startup
@@ -1104,7 +1105,8 @@
 
   segments
   {:team "Querying"
-   :api  #{metabase.segments.api}
+   :api  #{metabase.segments.api
+           metabase.segments.schema}
    :uses #{api
            events
            legacy-mbql
@@ -1132,6 +1134,7 @@
            core
            driver
            embedding
+           lib-be
            premium-features
            query-processor
            request
@@ -1152,7 +1155,6 @@
            app-db
            channel
            config
-           driver
            events
            login-history
            request
@@ -1187,10 +1189,8 @@
            api
            app-db
            appearance
-           channel
            config
            events
-           permissions
            request
            session
            settings
@@ -1296,6 +1296,9 @@
            metabase.tiles.init}
    :uses #{api
            legacy-mbql
+           lib
+           lib-be
+           parameters
            query-processor
            settings
            util}}
@@ -1307,6 +1310,8 @@
    :uses #{analytics
            api
            collections
+           config
+           events
            models
            util}}
 
@@ -1324,10 +1329,8 @@
    :uses #{analytics
            api
            appearance
-           collections
            driver
            events
-           legacy-mbql
            lib
            model-persistence
            models
@@ -1350,9 +1353,11 @@
   users
   {:team "UX West"
    :api  #{metabase.users.api
+           metabase.users.core
            metabase.users.init
            metabase.users.models.user
-           metabase.users.models.user-parameter-value}
+           metabase.users.models.user-parameter-value
+           metabase.users.schema}
    :uses #{analytics
            api
            appearance
@@ -1492,6 +1497,7 @@
            queries
            query-permissions
            query-processor
+           segments
            settings
            util
            warehouse-schema}}
@@ -1499,7 +1505,6 @@
   enterprise/action-v2
   {:team "Workflows"
    :api  #{metabase-enterprise.action-v2.api
-           metabase-enterprise.action-v2.core
            metabase-enterprise.action-v2.init}
    :uses #{actions
            api
@@ -1534,7 +1539,6 @@
            metabase-enterprise.advanced-permissions.common
            metabase-enterprise.advanced-permissions.models.permissions.group-manager}
    :uses #{api
-           legacy-mbql
            lib
            permissions
            premium-features
@@ -1565,7 +1569,6 @@
    :api  #{metabase-enterprise.ai-sql-generation.api}
    :uses #{api
            driver
-           models
            util
            enterprise/metabot-v3}}
 
@@ -1620,6 +1623,11 @@
    :uses #{api
            premium-features util}}
 
+  enterprise/bookmarks
+  {:team "UX West"
+   :api  #{}
+   :uses #{}}
+
   enterprise/cache
   {:team "UX West"
    :api  #{metabase-enterprise.cache.init}
@@ -1642,7 +1650,8 @@
   {:team "Workflows"
    :api  #{metabase-enterprise.comments.api
            metabase-enterprise.comments.init}
-   :uses #{api
+   :uses #{analytics
+           api
            channel
            events
            models
@@ -1652,8 +1661,7 @@
 
   enterprise/content-translation
   {:team "UX West"
-   :api  #{metabase-enterprise.content-translation.dictionary
-           metabase-enterprise.content-translation.routes}
+   :api  #{metabase-enterprise.content-translation.routes}
    :uses #{api
            content-translation
            embedding
@@ -1679,20 +1687,11 @@
    :api  #{}
    :uses #{premium-features}}
 
-  enterprise/data-editing
-  {:team "Workflows"
-   :api  #{metabase-enterprise.data-editing.api}
-   :uses #{actions
-           api
-           models
-           util}}
-
   enterprise/database-replication
   {:team "Cloud"
    :api  #{metabase-enterprise.database-replication.api
            metabase-enterprise.database-replication.init}
-   :uses #{analytics
-           api
+   :uses #{api
            driver
            premium-features
            settings
@@ -1716,11 +1715,37 @@
            warehouse-schema
            warehouses}}
 
+  enterprise/dependencies
+  {:team "Querying"
+   :api  #{metabase-enterprise.dependencies.api
+           metabase-enterprise.dependencies.core
+           metabase-enterprise.dependencies.init}
+   :uses #{analyze
+           api
+           collections
+           config
+           driver
+           events
+           graph
+           lib
+           lib-be
+           models
+           native-query-snippets
+           premium-features
+           queries
+           query-processor
+           revisions
+           settings
+           task
+           util
+           enterprise/documents}}
+
   enterprise/documents
   {:team "UX West"
    :api  #{metabase-enterprise.documents.api
            metabase-enterprise.documents.core
-           metabase-enterprise.documents.init}
+           metabase-enterprise.documents.init
+           metabase-enterprise.documents.prose-mirror}
    :uses #{activity-feed
            api
            app-db
@@ -1728,13 +1753,11 @@
            collections
            events
            models
-           permissions
            premium-features
            queries
            query-permissions
            revisions
            search
-           users
            util
            view-log}}
 
@@ -1756,7 +1779,6 @@
            audit-app
            embedding
            premium-features
-           util
            enterprise/sso}}
 
   enterprise/gsheets
@@ -1819,6 +1841,7 @@
            metabase-enterprise.metabot-v3.tools.api}
    :uses #{api
            app-db
+           audit-app
            collections
            config
            driver
@@ -1826,6 +1849,7 @@
            lib
            lib-be
            models
+           native-query-snippets
            permissions
            premium-features
            pulse
@@ -1834,6 +1858,7 @@
            search
            server
            settings
+           store-api
            sync
            system
            task
@@ -1841,7 +1866,10 @@
            util
            warehouse-schema
            warehouses
-           enterprise/documents}}
+           enterprise/dependencies
+           enterprise/documents
+           enterprise/transforms
+           enterprise/transforms-python}}
 
   enterprise/permission-debug
   {:team "UX West"
@@ -1859,6 +1887,24 @@
    :uses #{premium-features
            util}}
 
+  enterprise/remote-sync
+  {:team "UX West"
+   :api  #{metabase-enterprise.remote-sync.api
+           metabase-enterprise.remote-sync.core
+           metabase-enterprise.remote-sync.init}
+   :uses #{analytics
+           api
+           app-db
+           collections
+           events
+           models
+           premium-features
+           settings
+           startup
+           task
+           util
+           enterprise/serialization}}
+
   enterprise/sandbox
   {:team "UX West"
    :api  #{metabase-enterprise.sandbox.api.routes
@@ -1866,14 +1912,13 @@
    :uses #{api
            app-db
            audit-app
-           classloader
            driver
+           events
            legacy-mbql
            lib
            models
            permissions
            premium-features
-           query-permissions
            query-processor
            request
            users
@@ -1930,24 +1975,20 @@
   {:team "Workflows"
    :api  #{metabase-enterprise.serialization.api
            metabase-enterprise.serialization.cmd
+           metabase-enterprise.serialization.core
            metabase-enterprise.serialization.v2.backfill-ids}
    :uses #{analytics
            api
            app-db
            appearance
            collections
-           config
-           legacy-mbql
-           lib
            logger
            models
            plugins
            premium-features
            search
-           settings
            setup
-           util
-           warehouse-schema}}
+           util}}
 
   enterprise/snippet-collections
   {:team "Querying"
@@ -1975,7 +2016,6 @@
            settings
            sso
            system
-           users
            util
            enterprise/scim}}
 
@@ -1999,39 +2039,36 @@
            metabase-enterprise.transforms.core
            metabase-enterprise.transforms.init
            metabase-enterprise.transforms.instrumentation
+           metabase-enterprise.transforms.interface
            metabase-enterprise.transforms.util}
    :uses #{analytics
            api
            app-db
-           config
            driver
            events
            lib
            lib-be
            models
-           permissions
            premium-features
+           queries
            query-processor
            request
+           search
            settings
            sync
            task
            task-history
-           upload
-           util
-           enterprise/transforms-python}}
+           util}}
 
   enterprise/transforms-python
   {:team "Querying"
    :api  #{metabase-enterprise.transforms-python.api
-           metabase-enterprise.transforms-python.execute
-           metabase-enterprise.transforms-python.init
-           metabase-enterprise.transforms-python.settings}
-   :uses #{api
+           metabase-enterprise.transforms-python.init}
+   :uses #{analytics
+           api
            app-db
            config
            driver
-           models
            query-processor
            settings
            util

.clj-kondo/macros/metabase/xrays/domain_entities/malli.clj

@@ -1,16 +0,0 @@
-(ns macros.metabase.xrays.domain-entities.malli)
-
-(defmacro define-getters-and-setters [schema & defs]
-  `(do
-     (comment ~schema) ;; Reference the schema
-     ~@(for [[sym _path] (partition 2 defs)]
-         `(do
-            (defn ~(vary-meta sym
-                              assoc :export true)
-              "docs" [_x#] nil)
-            (defn ~(vary-meta (symbol (str "with-" (name sym)))
-                              assoc :export true)
-              "docs" [x# _new#] x#)
-            (defn ~(vary-meta (symbol (str (name sym) "-js"))
-                              assoc :export true)
-              "docs" [x#] x#)))))

.clj-kondo/src/hooks/metabase/test/util.clj

@@ -1,6 +1,6 @@
 (ns hooks.metabase.test.util
-  (:require [clj-kondo.hooks-api :as hooks]
-            [hooks.common :as common]))
+  (:require
+   [clj-kondo.hooks-api :as hooks]))
 
 (defn- namespaced-symbol-node? [node]
   (when (hooks/token-node? node)

.cljfmt.edn

@@ -163,8 +163,8 @@
   metabase.models.interface/define-batched-hydration-method                              [[:inner 0]]
   metabase.models.interface/define-simple-hydration-method                               [[:inner 0]]
   metabase.parameters.chain-filter-test/with-clean-field-values-for-field                [[:block 1]]
-  metabase.parameters.chain-filter-test/with-fk-field-to-field-remapping                 [[:block 0]]
-  metabase.parameters.chain-filter-test/with-human-readable-values-remapping             [[:block 0]]
+  metabase.parameters.chain-filter-test/with-fk-field-to-field-remapping!                [[:block 0]]
+  metabase.parameters.chain-filter-test/with-human-readable-values-remapping!            [[:block 0]]
   metabase.permissions.core/allow-changing-all-users-group-members                       [[:block 0]]
   metabase.permissions.core/disable-perms-cache                                          [[:block 0]]
   metabase.public-sharing.api-test/with-sharing-enabled-and-temp-card-referencing        [[:block 3]]
@@ -179,8 +179,8 @@
   metabase.queries.api.card-test/with-cards-in-readable-collection                       [[:block 1]]
   metabase.queries.api.card-test/with-cards-in-writeable-collection                      [[:block 1]]
   metabase.queries.api.card-test/with-ordered-items                                      [[:inner 0]]
-  metabase.queries.api.card-test/with-temp-native-card!                                  [[:block 1]]
-  metabase.queries.api.card-test/with-temp-native-card-with-params!                      [[:block 1]]
+  metabase.queries.api.card-test/with-temp-native-card                                   [[:block 1]]
+  metabase.queries.api.card-test/with-temp-native-card-with-params                       [[:block 1]]
   metabase.query-processor-test.pipeline-queries-test/pmbql-query                        [[:block 1]]
   metabase.query-processor-test.pipeline-queries-test/run-pmbql-query                    [[:block 1]]
   metabase.query-processor.debug/debug>                                                  [[:block 0]]
@@ -232,7 +232,6 @@
   metabase.test.data/$ids                                                                [[:inner 0]]
   metabase.test.data/dataset                                                             [[:inner 0]]
   metabase.test.data/mbql-query                                                          [[:inner 0]]
-  metabase.test.data/native-query                                                        [[:block 0]]
   metabase.test.data/query                                                               [[:block 1]]
   metabase.test.data/run-mbql-query                                                      [[:inner 0]]
   metabase.test.data/with-empty-h2-app-db!                                               [[:block 0]]
@@ -253,7 +252,6 @@
   metabase.test/format-rows-by                                                           [[:default]]
   metabase.test/let-url                                                                  [[:block 1]]
   metabase.test/mbql-query                                                               [[:inner 0]]
-  metabase.test/native-query                                                             [[:block 0]]
   metabase.test/query                                                                    [[:block 1]]
   metabase.test/run-mbql-query                                                           [[:inner 0]]
   metabase.test/test-driver                                                              [[:inner 0]]

.devcontainer/Dockerfile

@@ -4,7 +4,6 @@ FROM mcr.microsoft.com/vscode/devcontainers/java:21
 
 RUN ( curl -fsSL https://deb.nodesource.com/setup_22.x | bash ) \
   && export DEBIAN_FRONTEND=noninteractive \
-  && apt-key adv --refresh-keys --keyserver keyserver.ubuntu.com \
   && apt-get update && apt-get -y install --no-install-recommends nodejs yarn rlwrap fontconfig
 
 # install Clojure

.dockerignore

@@ -1,5 +1,4 @@
 .babel_cache
-docs/*
 target/*
 .circleci
 .cpcache

.eslintrc.js

@@ -136,7 +136,7 @@ module.exports = {
   },
   env: {
     browser: true,
-    es6: true,
+    es2020: true,
     commonjs: true,
     jest: true,
     "jest/globals": true,
@@ -203,6 +203,7 @@ module.exports = {
         "frontend/src/metabase/admin/**/*",
         "frontend/src/metabase/setup/**/*",
         "enterprise/frontend/src/metabase-enterprise/whitelabel/**/*",
+        "enterprise/frontend/src/metabase-enterprise/embedding/**/*",
         "frontend/lint/**/*",
         "*.stories.*",
         "**/.storybook/*",

.github/actions/cleanup-python-runner/action.yml

@@ -0,0 +1,36 @@
+name: Cleanup Python Runner
+description: Cleanup python-runner services and upload logs as artifacts
+
+inputs:
+  upload-logs:
+    description: 'Whether to upload logs (typically on failure)'
+    required: false
+    default: 'false'
+  logs-artifact-suffix:
+    description: 'The unique name of the .zip artifact containing the logs'
+    required: false
+    default: ''
+
+runs:
+  using: composite
+  steps:
+    - name: Cleanup python-runner services
+      if: always()
+      run: |
+        echo "Stopping python-runner services..."
+        if [ -d "python-runner" ]; then
+          cd python-runner
+          make stop || echo "WARNING: Failed to stop python runner"
+        fi
+      shell: bash
+
+    - name: Upload python-runner logs
+      if: ${{inputs.upload-logs == 'true' && inputs.logs-artifact-suffix != ''}}
+      uses: actions/upload-artifact@v4
+      with:
+        name: python-runner-logs-${{inputs.logs-artifact-suffix}}
+        path: |
+          python-runner.out.log
+          python-runner.err.log
+        retention-days: 1
+        if-no-files-found: warn

.github/actions/cross-branch-migration-test/action.yml

@@ -17,8 +17,6 @@ runs:
 
     - name: Prepare backend environment
       uses: ./.github/actions/prepare-backend
-      with:
-        m2-cache-key: cross-branch-migrations
 
     - name: Run backend on base branch
       run: |

.github/actions/get-cache-keys/action.yml

@@ -0,0 +1,27 @@
+name: Get cache keys
+description: |
+  Get deterministic cache keys for Maven and Node.js caches based on the centrally controlled cache prefix,
+  and the suffix based on the runner OS and the current week of the year.
+
+outputs:
+  m2-cache-key:
+    description: "The cache key for the Maven cache."
+    value: ${{ steps.keys-factory.outputs.m2-cache-key }}
+  node-cache-key:
+    description: "The cache key for the Node.js cache."
+    value: ${{ steps.keys-factory.outputs.node-cache-key }}
+
+runs:
+  using: "composite"
+  steps:
+    - name: Generate and output cache keys
+      id: keys-factory
+      run: |
+        M2_CACHE_PREFIX='M2'
+        NODE_CACHE_PREFIX='node-modules'
+        WEEK_OF_YEAR=$(/bin/date "+%G-%V")
+        CACHE_SUFFIX="${{ runner.os }}-$WEEK_OF_YEAR"
+
+        echo "m2-cache-key=$M2_CACHE_PREFIX-$CACHE_SUFFIX" >> $GITHUB_OUTPUT
+        echo "node-cache-key=$NODE_CACHE_PREFIX-$CACHE_SUFFIX" >> $GITHUB_OUTPUT
+      shell: bash

.github/actions/prepare-backend/action.yml

@@ -1,7 +1,7 @@
 name: Prepare back-end environment
 description: |
-  Prepare the backend. Installs jdk, Clojure, and fetches the cache for m2. The CI config fetchs `ci-test-config.json`
-  from master and lets us ignore tests at the var level if they are flaking.
+  Prepare the backend. Installs jdk, Clojure, and fetches the cache for m2.
+  The CI config fetches `ci-test-config.json` from master and lets us ignore tests at the var level if they are flaking.
 inputs:
   java-version:
     required: true
@@ -9,10 +9,6 @@ inputs:
   clojure-version:
     required: true
     default: '1.12.0.1488'
-  m2-cache-key:
-    description: 'Key to cache M2 packages from Maven Central'
-    required: true
-    default: 'm2'
 
 runs:
   using: "composite"
@@ -28,21 +24,20 @@ runs:
       run: |
         curl -O https://download.clojure.org/install/linux-install-${{ inputs.clojure-version }}.sh &&
         sudo bash ./linux-install-${{ inputs.clojure-version }}.sh
+
     - name: Fetch CI config
       shell: bash
       run: |
         curl -o ci-test-config.json https://raw.githubusercontent.com/metabase/metabase/refs/heads/master/ci-test-config.json
-    - name: Check to see if dependencies should be cached
-      if: ${{ contains(github.event.head_commit.message, '[ci nocache]') }}
-      run: echo "Commit message includes [ci nocache]; dependencies will NOT be cached"
-      shell: bash
-    - name: Get M2 cache
-      uses: actions/cache@v4
-      if: ${{ !contains(github.event.head_commit.message, '[ci nocache]') }}
+
+    - name: Get M2 cache key
+      uses: ./.github/actions/get-cache-keys
+      id: get-cache-keys
+
+    - name: Restore M2 cache
+      uses: actions/cache/restore@v4
       with:
         path: |
           ~/.m2
           ~/.gitlibs
-        key: ${{ runner.os }}-${{ inputs.m2-cache-key }}-${{ hashFiles('**/deps.edn') }}
-        restore-keys: |
-          ${{ runner.os }}-${{ inputs.m2-cache-key }}-
+        key: ${{ steps.get-cache-keys.outputs.m2-cache-key }}

.github/actions/prepare-cypress/action.yml

@@ -22,16 +22,16 @@ runs:
         chrome-version: 1097615
       id: setup-chrome
 
-    - name: Check to see if dependencies should be cached
-      if: ${{ contains(github.event.head_commit.message, '[ci nocache]') }}
-      run: echo "Commit message includes [ci nocache]; dependencies will NOT be cached"
+    - name: Get current week of year
+      id: get-date
+      run: |
+        echo "week-of-year=$(/bin/date "+%G-%V")" >> $GITHUB_OUTPUT
       shell: bash
     - name: Get Cypress cache
       uses: actions/cache@v4
-      if: ${{ !contains(github.event.head_commit.message, '[ci nocache]') }}
       with:
         path: ~/.cache/Cypress
-        key: ${{ runner.os }}-Cypress-${{ hashFiles('**/yarn.lock') }}
+        key: ${{ runner.os }}-Cypress-${{ steps.get-date.outputs.week-of-year }}
     - name: Ensure that Cypress executable is ready
       run: |
         yarn cypress install

.github/actions/prepare-frontend/action.yml

@@ -3,6 +3,10 @@ inputs:
   node-version:
     description: "The version of Node.js to use, overriding .nvmrc"
     required: false
+  apply-patches:
+    description: "Whether to patch frontend dependencies with patch-package."
+    required: true
+    default: 'true'
 runs:
   using: "composite"
   steps:
@@ -12,26 +16,32 @@ runs:
         node-version: ${{ inputs.node-version }} # this overrides, if present
         node-version-file: ".nvmrc"
 
-    - name: Check to see if dependencies should be cached
-      if: ${{ contains(github.event.head_commit.message, '[ci nocache]') }}
-      run: |
-        echo "Commit message includes [ci nocache]; dependencies will NOT be cached"
-        yarn cache clean
-      shell: bash
-    - name: Get M2 cache
-      uses: actions/cache@v4
-      if: ${{ !contains(github.event.head_commit.message, '[ci nocache]') }}
-      with:
-        path: ~/.m2
-        key: ${{ runner.os }}-cljs-${{ hashFiles('**/shadow-cljs.edn') }}
+    - name: Get cache keys
+      uses: ./.github/actions/get-cache-keys
+      id: get-cache-keys
 
-    - name: Get node_modules cache
-      uses: actions/cache@v4
+    - name: Restore M2 cache
+      uses: actions/cache/restore@v4
+      with:
+        path: |
+          ~/.m2
+          ~/.gitlibs
+        key: ${{ steps.get-cache-keys.outputs.m2-cache-key }}
+
+    - name: Restore node_modules cache
+      uses: actions/cache/restore@v4
       id: node-modules-cache
-      if: ${{ !contains(github.event.head_commit.message, '[ci nocache]') }}
       with:
         path: node_modules
-        key: ${{ runner.os }}-node-modules-${{ hashFiles('**/yarn.lock', '**/patches/*.patch') }}
+        key: ${{ steps.get-cache-keys.outputs.node-cache-key }}
 
-    - run: yarn install --frozen-lockfile --prefer-offline
+    # postinstall lifecycle hook can be dangerous in CI so we only run it locally (see package.json)
+    # If a job wants to patch packages, it does so explicitly in the CI. This setting is opt-out.
+    # For example, we never want to cache node_modules with patches already applied so cache-generator.yml skips that step.
+    - name: Clean install
+      run: yarn install --frozen-lockfile --prefer-offline
+      shell: bash
+    - name: Patch frontend dependencies
+      if: inputs.apply-patches == 'true'
+      run: yarn patch-package
       shell: bash

.github/actions/run-embedding-sdk-storybook/action.yml

@@ -7,8 +7,6 @@ runs:
 
     - name: Prepare back-end environment
       uses: ./.github/actions/prepare-backend
-      with:
-        m2-cache-key: "cljs"
 
     - name: Compile CLJS
       run: yarn build-pure:cljs

.github/actions/setup-python-runner/action.yml

@@ -0,0 +1,14 @@
+name: Setup Python Runner
+description: Setup python-runner for tests
+inputs:
+  metabase-automation-token:
+    description: Token for accessing the python-runner repository
+    required: true
+runs:
+  using: composite
+  steps:
+    - name: Setup python-runner
+      run: ./.github/scripts/setup-python-runner.sh
+      shell: bash
+      env:
+        METABASE_AUTOMATION_USER_TOKEN: ${{ inputs.metabase-automation-token }}

.github/actions/test-driver/action.yml

@@ -15,8 +15,6 @@ runs:
   steps:
     - name: Prepare back-end environment
       uses: ./.github/actions/prepare-backend
-      with:
-        m2-cache-key: driver
     - name: Prepare front-end environment
       uses: ./.github/actions/prepare-frontend
       if: ${{ inputs.build-static-viz == 'true' }}

.github/actions/update-cache/action.yml

@@ -0,0 +1,41 @@
+name: Update cache
+description: |
+  Update a GitHub Actions cache based on a provided path and key.
+  If a cache entry already exists for the given key, it is first removed.
+  This ensures immutability of cache entries, and prevents runtime errors.
+
+inputs:
+  path:
+    description: "The path(s) to cache, separated by newlines."
+    required: true
+  key:
+    description: "The cache key to use."
+    required: true
+
+runs:
+  using: "composite"
+  steps:
+    - name: Check if the cache entry exists
+      id: cache-lookup
+      uses: actions/cache/restore@v4
+      with:
+        path: ${{ inputs.path }}
+        key: ${{ inputs.key }}
+        lookup-only: true # Important bit: the action will not fetch anything, just check for the cache existence.
+    - name: Delete the cache entry if it exists
+      if: ${{ steps.cache-lookup.outputs.cache-hit == 'true' }}
+      run: |
+        echo "Cache entry found for key '${{ inputs.key }}'. Deleting it to ensure immutability."
+        gh api \
+          --method DELETE \
+          -H "Accept: application/vnd.github+json" \
+          -H "X-GitHub-Api-Version: 2022-11-28" \
+          /repos/${{ github.repository }}/actions/caches?key=${{ inputs.key }}
+      env:
+        GH_TOKEN: ${{ github.token }}
+      shell: bash
+    - name: Save the new cache entry
+      uses: actions/cache/save@v4
+      with:
+        path: ${{ inputs.path }}
+        key: ${{ inputs.key }}

.github/actions/upload-test-results/action.yml

@@ -55,4 +55,3 @@ runs:
         variant: ${{ inputs.variant || inputs.output-name }}
         org-slug: metabase
         token: ${{ inputs.trunk-api-token }}
-      continue-on-error: true

.github/scripts/average-e2e-timings.js

@@ -21,7 +21,6 @@ const collectAndAverageTimings = async ({
 
     const timingData = await downloadAndExtractArtifacts(
       artifacts,
-      token,
       github,
       context,
     );

.github/scripts/build-e2e-matrix.js

@@ -18,6 +18,7 @@ const specialTestConfigs = [
     specs: DEFAULT_SPEC_PATTERN,
   },
   { name: "mongo", tags: "@mongo", specs: DEFAULT_SPEC_PATTERN },
+  { name: "python", tags: "@python", specs: DEFAULT_SPEC_PATTERN },
 ];
 
 /**

.github/scripts/build-e2e-matrix.unit.spec.js

@@ -11,7 +11,7 @@ describe("buildMatrix", () => {
   it("should calculate correct regular chunks with default parameters", () => {
     const result = testBuildMatrix("./e2e/test/scenarios/**/*.cy.spec.*", 30);
 
-    expect(result.regularChunks).toBe(27);
+    expect(result.regularChunks).toBe(26);
   });
 
   it("should create correct number of configuration objects", () => {
@@ -21,10 +21,10 @@ describe("buildMatrix", () => {
   });
 
   it("should apply default specs path when empty entry is provided", () => {
-    const result = testBuildMatrix("", 5);
+    const result = testBuildMatrix("", 6);
 
     expect(result.regularChunks).toBe(2);
-    expect(result.config.length).toBe(5);
+    expect(result.config.length).toBe(6);
   });
 
   it("should name regular test groups sequentially", () => {
@@ -39,13 +39,14 @@ describe("buildMatrix", () => {
   });
 
   it("should handle case when input chunks equals special tests count", () => {
-    const result = testBuildMatrix("./e2e/test/scenarios/**/*.cy.spec.*", 3);
+    const result = testBuildMatrix("./e2e/test/scenarios/**/*.cy.spec.*", 4);
 
     expect(result.regularChunks).toBe(0);
-    expect(result.config.length).toBe(3);
+    expect(result.config.length).toBe(4);
     expect(result.config[0].name).toBe("embedding-sdk");
     expect(result.config[1].name).toBe("oss-subset");
     expect(result.config[2].name).toBe("mongo");
+    expect(result.config[3].name).toBe("python");
   });
 
   it("should correctly calculate regularChunks for non-default spec pattern", () => {
@@ -83,9 +84,10 @@ describe("buildMatrix", () => {
   it("should return special test configs when default spec pattern is provided", () => {
     const result = testBuildMatrix("./e2e/test/scenarios/**/*.cy.spec.*", 50);
 
-    expect(result.config[47].name).toBe("embedding-sdk");
-    expect(result.config[48].name).toBe("oss-subset");
-    expect(result.config[49].name).toBe("mongo");
+    expect(result.config[46].name).toBe("embedding-sdk");
+    expect(result.config[47].name).toBe("oss-subset");
+    expect(result.config[48].name).toBe("mongo");
+    expect(result.config[49].name).toBe("python");
   });
 
   it("should not return special test configs when non-default spec pattern is provided", () => {

.github/scripts/setup-python-runner.sh

@@ -24,6 +24,7 @@ git clone --depth 1 https://${METABASE_AUTOMATION_USER_TOKEN}@github.com/metabas
 if [ "$SKIP_START" = false ]; then
   echo "Starting python-runner..."
   cd python-runner
-  make run-ci
+  make run-ci 1> ../python-runner.out.log 2> ../python-runner.err.log
+  make logs 1>> ../python-runner.out.log 2>> ../python-runner.err.log &
   cd ..
 fi

.github/team.json

@@ -36,14 +36,9 @@
       "name": "Workflows",
       "label": ".Team/Workflows",
       "members": [
-        "qnkhuat",
         "piranha",
         "crisptrutski",
-        "spalt08",
-        "stasgavrylov",
-        "uladzimirdev",
-        "kulyk",
-        "kamilmielnik"
+        "spalt08"
       ]
     },
     {
@@ -58,7 +53,10 @@
       "label": ".Team/DevEx",
       "members": [
         "camsaul",
-        "escherize"
+        "dpsutton",
+        "escherize",
+        "fraserdrops",
+        "nemanjaglumac"
       ]
     },
      {
@@ -70,19 +68,8 @@
         "retro",
         "sloansparger",
         "somtom",
-        "wotbrew",
         "tsplude",
-        "lbrdnk",
-        "bronsa"
-      ]
-    },
-    {
-      "name": "Product Growth",
-      "label": ".Team/ProductGrowth",
-      "members": [
-        "nemanjaglumac",
-        "chodorowicz",
-        "andsalves"
+        "lbrdnk"
       ]
     },
     {
@@ -111,7 +98,22 @@
         "edpaget",
         "deniskaber",
         "alxnddr",
-        "bpander"
+        "bpander",
+        "andsalves"
+      ]
+    },
+    {
+      "name": "Gadget",
+      "label": ".Team/Gadget",
+      "members": [
+        "nmezzopera",
+        "bronsa",
+        "wotbrew",
+        "qnkhuat",
+        "chodorowicz",
+        "kamilmielnik",
+        "stasgavrylov",
+        "uladzimirdev"
       ]
     }
   ]

.github/workflows/app-db.yml

@@ -255,12 +255,6 @@ jobs:
             env:
               enable-ssl-tests: 'true'
         job:
-          - name: Driver Tests
-            build-static-viz: false
-            test-args: >-
-              :only-tags [:mb/driver-tests]
-              :exclude-tags [:mb/transforms-python-test]
-            exclude-tag: ':mb/transforms-python-test'
           - name: Enterprise Tests
             build-static-viz: false
             test-args: >-

.github/workflows/auto-assign.yml

@@ -23,7 +23,7 @@ jobs:
         uses: actions/github-script@v7
         with:
           github-token: ${{ steps.generate-token.outputs.token }}
-          script: |
+          script: | #js
             const fs = require('fs');
             const teamConfig = JSON.parse(fs.readFileSync('.github/team.json', 'utf-8'));
             const prAuthor = context.payload.pull_request.user.login;
@@ -65,10 +65,3 @@ jobs:
               issue_number: prNumber,
               labels: [team.label]
             });
-
-            return team.projectUrl || null;
-      - uses: actions/add-to-project@v0.5.0
-        if: ${{ steps.auto-assign.outputs.result != 'null' }}
-        with:
-          project-url: ${{ steps.auto-assign.outputs.result }}
-          github-token: ${{ steps.generate-token.outputs.token }}

.github/workflows/backend-cloverage.yml

@@ -15,8 +15,6 @@ jobs:
       - uses: actions/checkout@v4
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "cloverage"
       - name: Build static viz frontend
         run: yarn build-static-viz
         env:

.github/workflows/backend.yml

@@ -21,8 +21,6 @@ jobs:
       - uses: actions/checkout@v4
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: 'kondo'
       - name: Run clj-kondo
         run: ./bin/mage kondo
 
@@ -35,8 +33,6 @@ jobs:
       - uses: actions/checkout@v4
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "eastwood"
       - run: clojure -X:dev:ee:ee-dev:drivers:drivers-dev:test:eastwood
         name: Run Eastwood linter
 
@@ -51,11 +47,13 @@ jobs:
         job:
           - name: Enterprise Tests
             edition: ee
+            test-group-name: ee
             build-static-viz: 'false'
             test-args: >-
               :only '"enterprise/backend/test"'
           - name: EE App DB Tests (Part 1)
             edition: ee
+            test-group-name: ee-app-db-1
             build-static-viz: 'true'
             test-args: >-
               :only '["test" ".clj-kondo/test"]'
@@ -63,6 +61,7 @@ jobs:
               :partition/index 0
           - name: EE App DB Tests (Part 2)
             edition: ee
+            test-group-name: ee-app-db-2
             build-static-viz: 'true'
             test-args: >-
               :only '["test" ".clj-kondo/test"]'
@@ -70,6 +69,7 @@ jobs:
               :partition/index 1
           - name: OSS App DB Tests (Part 1)
             edition: oss
+            test-group-name: oss-app-db-1
             build-static-viz: 'true'
             test-args: >-
               :only '["test" ".clj-kondo/test"]'
@@ -77,6 +77,7 @@ jobs:
               :partition/index 0
           - name: OSS App DB Tests (Part 2)
             edition: oss
+            test-group-name: oss-app-db-2
             build-static-viz: 'true'
             test-args: >-
               :only '["test" ".clj-kondo/test"]'
@@ -107,7 +108,6 @@ jobs:
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
         with:
-          m2-cache-key: be-tests
           java-version: "${{ matrix.java-version }}"
       # Depending on which files changed, we might either have to build static-viz
       # from scratch or download the previously built artifact
@@ -157,7 +157,7 @@ jobs:
         if: always() && !success()
         uses: actions/upload-artifact@v4
         with:
-          name: test-logs-${{ matrix.java-version }}-${{ matrix.job.edition }}-${{ github.job }}
+          name: test-logs-${{ matrix.java-version }}-${{ matrix.job.edition }}-${{ github.job }}-${{ matrix.job.test-group-name }}
           path: logs/test-log.json
           retention-days: 1
 
@@ -175,8 +175,6 @@ jobs:
       - uses: actions/checkout@v4
       - name: Prepare backend
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: be-check
       # TODO -- we should probably also check WITHOUT ee -- do a check with only OSS namespaces on the classpath
       - name: Check namespaces
         run: clojure -M:ee:drivers:check
@@ -190,8 +188,6 @@ jobs:
       - uses: actions/checkout@v4
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: 'cljfmt'
       - name: Run cljfmt
         run: ./bin/mage cljfmt-all --force-check
 

.github/workflows/bugs-triage-slack-notification.yml

@@ -1,52 +0,0 @@
-name: Bugs Slack Notification
-
-on:
-  issues:
-    types:
-      - labeled
-jobs:
-  on-issue-labeled:
-    runs-on: ubuntu-22.04
-    timeout-minutes: 5
-    if: |
-      github.event.label.name == '.Needs Triage' && contains(github.event.issue.labels.*.name, 'Type:Bug')
-    steps:
-      - name: Setting title
-        uses: actions/github-script@v7
-        id: vars
-        with:
-          script: |
-            core.setOutput('issue_title', ${{ toJson(github.event.issue.title) }}.replaceAll(/"/g, '\\"'));
-      - name: Check for labels containing team name
-        id: check_labels
-        run: |
-          labels_json=$(sed 's/&/\$/g' <<< '${{ toJson(github.event.issue.labels) }}')
-          echo "has_team_label=false" >> "$GITHUB_OUTPUT"
-          for label in "$labels_json"
-          do
-            if [[ $label == *".Team"* ]]; then
-              echo "Label contains the team name."
-              echo "has_team_label=true" >> "$GITHUB_OUTPUT"
-              break
-            fi
-          done
-      - name: Send the issue ${{ github.event.issue.number }} to Slack
-        id: slack
-        if: steps.check_labels.outputs.has_team_label == 'false'
-        uses: slackapi/slack-github-action@v1.26.0
-        with:
-          payload: |
-            {
-              "blocks": [
-                {
-                  "type": "section",
-                  "text": {
-                    "type": "mrkdwn",
-                    "text": "${{ steps.vars.outputs.issue_title }}\n${{ github.event.issue.html_url }}"
-                  }
-                }
-              ]
-            }
-        env:
-          SLACK_WEBHOOK_URL: ${{ secrets.SLACK_BUG_TRIAGE_WEBHOOK_URL }}
-          SLACK_WEBHOOK_TYPE: INCOMING_WEBHOOK

.github/workflows/build-scripts.yml

@@ -16,8 +16,6 @@ jobs:
     - name: Prepare back-end environment
       timeout-minutes: 5
       uses: ./.github/actions/prepare-backend
-      with:
-        m2-cache-key: 'build-scripts'
 
     - name: Run build and release script tests
       run: clojure -X:dev:drivers:build:build-dev:build-test:ci

.github/workflows/cache-generator.yml

@@ -0,0 +1,99 @@
+# This workflow is the single source of truth for generating and updating various caches used by our CI pipeline.
+# It sets the fresh cache each Monday but provides a manual trigger to update it on-demand.
+#
+# All other jobs only restore from this cache; *they never update it*!
+# They should always use `actions/cache/restore@v4` because `actions/cache@v4` would attempt to save the cache.
+#
+# Our agreed-upon strategy is to use a deterministic cache key based on the week of the year.
+# Jobs can utilize the prior week's cache if the current week's cache is not found.
+#
+#
+# PRINCIPLES:
+#   - The cache is never wrong!
+#   - Caches are immutable once created.
+#   - Caches are for speeding up builds, not for correctness.
+#   - It is faster to download a large cache than to re-resolve missing dependencies.
+#
+#
+# DESIGN:
+#
+# 1. Prepare
+#     - A job first prepares the local environment (e.g., installs JDK, Clojure, Node.js, etc.)
+#     - This fetches the dependencies from the cache (if it exists) and warms up the local cache for this workflow.
+# 2. Resolve
+#     - The next step pre-resolves all dependencies, ensuring that the local cache is fully populated and up-to-date.
+# 3. Update
+#     - The final step saves the local cache back to GitHub Actions cache with a deterministic key.
+#     - If a cache entry already exists for that key, it is deleted first to ensure immutability.
+#
+name: Cache Generator
+
+on:
+  schedule:
+    - cron: '0 3 * * 1'   # Mondays at 03:00 UTC
+  workflow_dispatch:      # manually update the cache
+
+concurrency:
+  group: cache-generator
+  cancel-in-progress: true
+
+jobs:
+  get-cache-keys:
+    runs-on: ubuntu-22.04
+    steps:
+      - uses: actions/checkout@v4
+      - name: Get cache keys
+        uses: ./.github/actions/get-cache-keys
+        id: get-cache-keys
+    outputs:
+      m2-cache-key: ${{ steps.get-cache-keys.outputs.m2-cache-key }}
+      node-cache-key: ${{ steps.get-cache-keys.outputs.node-cache-key }}
+
+  generate-m2-cache:
+    runs-on: ubuntu-22.04
+    timeout-minutes: 15
+    needs: get-cache-keys
+    env:
+      M2_CACHE_KEY: ${{ needs.get-cache-keys.outputs.m2-cache-key }}
+    steps:
+      - uses: actions/checkout@v4
+      - name: Prepare backend
+        uses: ./.github/actions/prepare-backend
+
+      # Add or remove aliases to affect the cache size and its contents.
+      # Adjust to taste, then redeploy this workflow.
+      - name: Pre-resolve dependencies
+        run: clojure -A:build:dev:ee:ee-dev:drivers:drivers-dev:cljs -P
+
+      - name: Update M2 cache
+        uses: ./.github/actions/update-cache
+        with:
+          path: |
+            ~/.m2
+            ~/.gitlibs
+          key: ${{ env.M2_CACHE_KEY }}
+
+  generate-node-modules-cache:
+    runs-on: ubuntu-22.04
+    timeout-minutes: 15
+    needs: get-cache-keys
+    env:
+      NODE_CACHE_KEY: ${{ needs.get-cache-keys.outputs.node-cache-key }}
+    steps:
+      - uses: actions/checkout@v4
+      # `prepare-frontend` action (1) prepares Node.js and (2) fetches the node_modules cache if it exists.
+      # It then (3) runs `yarn install --frozen-lockfile --prefer-offline` which ensures the local cache is fully populated.
+      # IMPORTANT: Caching node_modules after patches are already applied will break any PR that attempts to either:
+      #   - upgrade a patched library
+      #   - change a patch
+      # Hence why we explicitly exclude patches from the cache (controlled by the `apply-patches` action input).
+      - name: Install front-end dependencies
+        uses: ./.github/actions/prepare-frontend
+        with:
+          apply-patches: 'false'
+
+      - name: Update node_modules cache
+        uses: ./.github/actions/update-cache
+        with:
+          path: node_modules
+          key: ${{ env.NODE_CACHE_KEY }}

.github/workflows/chromatic.yml

@@ -40,8 +40,6 @@ jobs:
         uses: ./.github/actions/prepare-frontend
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "cljs"
       - name: Compile CLJS
         run: NODE_ENV=development yarn build-pure:cljs
       - name: Publish to Chromatic

.github/workflows/claude-code-review.yaml

@@ -0,0 +1,92 @@
+name: "Claude Code Review"
+
+on:
+  pull_request:
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.head_ref && github.ref || github.run_id }}-claude-code-review
+  cancel-in-progress: true
+
+jobs:
+  review:
+    if: github.event.pull_request.draft == false
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      pull-requests: write
+
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 1
+          # Make sure the value of GITHUB_TOKEN will not be persisted in repo's config
+          persist-credentials: false
+
+      # Apparently comments on specific lines and top-level comments about the PR as a whole are TWO TOTALLY DIFFERENT
+      # TYPES OF THINGS. So we have to fetch and delete separately.
+      - name: Delete old Claude PR review comments
+        env:
+          GH_TOKEN: ${{ github.token }}
+          REPO: ${{ github.repository }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+        shell: bash
+        run: |
+          # Get old comment IDs from the bot
+          old_line_comment_ids=$(gh api "/repos/$REPO/pulls/$PR_NUMBER/comments" --jq '.[] | select(.user.login=="metabase-bot[bot]") | .id')
+          echo "Deleting line comments: $old_line_comment_ids"
+          # Delete each comment
+          for id in $old_line_comment_ids; do
+            gh api -X DELETE "/repos/$REPO/pulls/comments/$id"
+            echo "Deleted line comment $id"
+          done
+          # Get old top-level comment IDs (technically "issue" comments on the PR?)
+          old_top_level_comment_ids=$(gh api "/repos/$REPO/issues/$PR_NUMBER/comments" --jq '.[] | select(.user.login=="metabase-bot[bot]") | .id')
+          echo "Deleting top-level comments: $old_top_level_comment_ids"
+          # Delete each comment
+          for id in $old_top_level_comment_ids; do
+            gh api -X DELETE "/repos/$REPO/issues/comments/$id"
+            echo "Deleted top-level comment $id"
+          done
+
+      - name: Generate GitHub App Token for Claude
+        uses: actions/create-github-app-token@v1
+        id: claude-app-token
+        with:
+          app-id: ${{ secrets.METABASE_BOT_APP_ID }}
+          private-key: ${{ secrets.METABASE_BOT_APP_PRIVATE_KEY }}
+          permission-contents: read       # Required for reading repository files and PR diffs
+          permission-pull-requests: write # Required for creating inline comments and PR comments
+
+      - name: Fetch Community Clojure Style Guide
+        run: >-
+          curl https://raw.githubusercontent.com/bbatsov/clojure-style-guide/refs/heads/master/README.adoc -o CLOJURE_STYLE_GUIDE.adoc
+
+      - uses: anthropics/claude-code-action@v1
+        timeout-minutes: 10
+        with:
+          anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }}
+          github_token: ${{ steps.claude-app-token.outputs.token }}
+          prompt: |
+            REPO: ${{ github.repository }}
+            PR NUMBER: ${{ github.event.pull_request.number }}
+
+            Review this pull request with a focus on:
+
+            - Compliance with project coding standards and conventions
+            - Code quality and best practices
+            - Clear and correct docstrings
+            - Clear and correct comments explaining what the code is doing
+
+            DO NOT post any comments confirming that something is correct or congratulating someone for following our
+            guidelines -- only post comments for style violations or concerns.
+
+            Follow additional guidelines in the "Code Review Guidelines" section of CLAUDE.md .
+
+            Note: The PR branch is already checked out in the current working directory.
+
+            Use `gh pr comment` for top-level feedback.
+            Use `mcp__github_inline_comment__create_inline_comment` to highlight specific code issues.
+            Only post GitHub comments - don't submit review text as messages.
+
+          claude_args: |
+            --allowedTools "mcp__github_inline_comment__create_inline_comment,Bash(gh pr comment:*),Bash(gh pr diff:*),Bash(gh pr view:*),ReadFile(CLOJURE_STYLE_GUIDE.adoc)"

.github/workflows/cljs.yml

@@ -38,7 +38,5 @@ jobs:
       uses: ./.github/actions/prepare-frontend
     - name: Prepare back-end environment
       uses: ./.github/actions/prepare-backend
-      with:
-        m2-cache-key: 'cljs'
     - name: Run Cljs tests
       run: yarn run test-cljs

.github/workflows/coverage.yml

@@ -1,25 +1,28 @@
-name: Test coverage
+name: Frontend Test Coverage
 
 on:
+  workflow_dispatch:
   schedule:
     - cron: '40 1 * * *' # every day at 1:40
 
 jobs:
   fe-test-coverage:
     runs-on: ubuntu-22.04
-    timeout-minutes: 30
+    timeout-minutes: 60
     steps:
       - uses: actions/checkout@v4
       - name: Prepare front-end environment
         uses: ./.github/actions/prepare-frontend
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "cljs"
       - name: Run frontend unit tests
-        run: yarn run test-unit --silent --coverage
+        run: |
+          yarn run test-unit \
+            --silent \
+            --coverage \
+            --testTimeout=60000
       - name: Upload coverage to codecov.io
-        uses: codecov/codecov-action@v4
+        uses: codecov/codecov-action@v5
         with:
           files: ./coverage/lcov.info
           flags: front-end

.github/workflows/docs-generate-base.yml

@@ -9,10 +9,6 @@ on:
         description: "The branch to check out and create a PR against"
         required: true
         type: string
-      m2_cache_key_suffix:
-        description: "A unique suffix for the Maven cache key"
-        required: true
-        type: string
     secrets:
       automation_token:
         description: "A token with permissions to create branches and PRs"
@@ -37,8 +33,6 @@ jobs:
 
       - name: Prepare backend environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "auto-update-docs-${{ inputs.m2_cache_key_suffix }}"
 
       - name: Generate environment variables documentation
         id: generate_env_docs

.github/workflows/docs-master-generate.yml

@@ -11,6 +11,5 @@ jobs:
     uses: ./.github/workflows/docs-generate-base.yml
     with:
       target_branch: "master"
-      m2_cache_key_suffix: "master"
     secrets:
       automation_token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}

.github/workflows/docs-release-generate.yml

@@ -11,6 +11,5 @@ jobs:
     uses: ./.github/workflows/docs-generate-base.yml
     with:
       target_branch: "release-x.56.x"
-      m2_cache_key_suffix: "release"
     secrets:
       automation_token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}

.github/workflows/docs_bump_detected.yml

@@ -1,44 +0,0 @@
-name: Docs Bump Detected
-
-on:
-  pull_request_target:
-    types:
-      - opened
-      - synchronize
-      - reopened
-    branches:
-      - 'master'
-      - 'release-x.[0-9]+.x'
-    paths:
-      - 'docs/**'
-
-jobs:
-  push_workflow_to_docs_metabase_github_io_job:
-    runs-on: ubuntu-latest
-    env:
-      SOURCE_BRANCH: ${{ github.head_ref || github.ref  }}
-      TARGET_BRANCH: ${{ github.event.pull_request.base.ref }}
-      PR_NUMBER: ${{ github.event.pull_request.number }}
-    steps:
-      - name: Report changed docs files exist
-        run: |
-          echo "A PR with changes in the docs directory was detected."
-          echo "Sending workflow trigger to create/update the corresponding PR in docs repo."
-          echo "source branch: $SOURCE_BRANCH"
-          echo "target branch: $TARGET_BRANCH"
-          echo "pr number: $PR_NUMBER"
-
-      - name: Trigger repo dispatch
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
-          script: | #js
-              github.rest.repos.createDispatchEvent({
-                owner: "${{ github.repository_owner }}",
-                repo: "docs.metabase.github.io",
-                event_type: "docs_update",
-                client_payload: {
-                  dispatch_type: "docs_update",
-                  source_branch: process.env.SOURCE_BRANCH,
-                  target_branch: process.env.TARGET_BRANCH,
-                  pr_number: process.env.PR_NUMBER}});

.github/workflows/docs_close_detected.yml

@@ -1,43 +0,0 @@
-name: Docs Close Detected
-
-on:
-  pull_request:
-    types:
-      - closed
-    branches:
-      - 'master'
-      - 'release-x.[0-9]+.x'
-    paths:
-      - 'docs/**'
-
-jobs:
-  push_and_merge_workflow_to_docs_metabase_github_io_job:
-    if: github.event.pull_request.merged == false
-    runs-on: ubuntu-latest
-    env:
-      SOURCE_BRANCH: ${{ github.head_ref || github.ref  }}
-      TARGET_BRANCH: ${{ github.event.pull_request.base.ref }}
-      PR_NUMBER: ${{ github.event.pull_request.number }}
-    steps:
-      - name: Report changed docs files exist
-        run: |
-          echo "A PR with changes to the docs directory was closed."
-          echo "Sending workflow trigger to close corresponding PR in docs repo."
-          echo "source branch: $SOURCE_BRANCH"
-          echo "target branch: $TARGET_BRANCH"
-          echo "pr number: $PR_NUMBER"
-
-      - name: Trigger repo dispatch
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
-          script: | #js
-            github.rest.repos.createDispatchEvent({
-                owner: "${{ github.repository_owner }}",
-                repo: "docs.metabase.github.io",
-                event_type: "docs_close",
-                client_payload: {
-                  dispatch_type: "docs_close",
-                  source_branch: process.env.SOURCE_BRANCH,
-                  target_branch: process.env.TARGET_BRANCH,
-                  pr_number: process.env.PR_NUMBER}});

.github/workflows/docs_merge_detected.yml

@@ -1,43 +0,0 @@
-name: Docs Merge Detected
-
-on:
-  pull_request:
-    types:
-      - closed
-    branches:
-      - 'master'
-      - 'release-x.[0-9]+.x'
-    paths:
-      - 'docs/**'
-
-jobs:
-  push_and_merge_workflow_to_docs_metabase_github_io_job:
-    if: github.event.pull_request.merged == true
-    runs-on: ubuntu-latest
-    env:
-      SOURCE_BRANCH: ${{ github.head_ref || github.ref  }}
-      TARGET_BRANCH: ${{ github.event.pull_request.base.ref }}
-      PR_NUMBER: ${{ github.event.pull_request.number }}
-    steps:
-      - name: Report changed docs files exist
-        run: |
-          echo "A PR with changes to the docs directory was merged."
-          echo "Sending workflow trigger to merge corresponding PR in docs repo."
-          echo "source branch: $SOURCE_BRANCH"
-          echo "target branch: $TARGET_BRANCH"
-          echo "pr number: $PR_NUMBER"
-
-      - name: Trigger repo dispatch
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
-          script: | #js
-            github.rest.repos.createDispatchEvent({
-                owner: "${{ github.repository_owner }}",
-                repo: "docs.metabase.github.io",
-                event_type: "docs_merge",
-                client_payload: {
-                  dispatch_type: "docs_merge",
-                  source_branch: process.env.SOURCE_BRANCH,
-                  target_branch: process.env.TARGET_BRANCH,
-                  pr_number: process.env.PR_NUMBER}});

.github/workflows/drivers.yml

@@ -135,10 +135,11 @@ jobs:
     - uses: actions/checkout@v4
     - name: Setup python-runner
       if: ${{ matrix.job.needs-python-runner == true }}
-      env:
-        METABASE_AUTOMATION_USER_TOKEN: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
-      run: ./.github/scripts/setup-python-runner.sh
+      uses: ./.github/actions/setup-python-runner
+      with:
+        metabase-automation-token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
     - name: Test BigQuery Cloud SDK driver
+      id: test-driver
       uses: ./.github/actions/test-driver
       with:
         junit-name: 'be-tests-bigquery-cloud-sdk-ee'
@@ -154,6 +155,12 @@ jobs:
         aws-secret-access-key: ${{ secrets.AWS_TEST_RESULTS_SECRET_ACCESS_KEY }}
         aws-region: ${{ vars.AWS_REGION }}
         trunk-api-token: ${{ secrets.TRUNK_API_TOKEN }}
+    - name: Cleanup python-runner
+      if: ${{ always() && matrix.job.needs-python-runner == true }}
+      uses: ./.github/actions/cleanup-python-runner
+      with:
+        upload-logs: ${{ steps.test-driver.outcome == 'failure' }}
+        logs-artifact-suffix: ${{ matrix.job.name }} ${{ matrix.version.name }}
 
   be-tests-clickhouse-ee:
     if: ${{ !inputs.skip }}
@@ -183,9 +190,9 @@ jobs:
     - uses: actions/checkout@v4
     - name: Setup python-runner
       if: ${{ matrix.job.needs-python-runner == true }}
-      env:
-        METABASE_AUTOMATION_USER_TOKEN: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
-      run: ./.github/scripts/setup-python-runner.sh
+      uses: ./.github/actions/setup-python-runner
+      with:
+        metabase-automation-token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
     - name: Add ClickHouse TLS instance to /etc/hosts
       run: |
         sudo echo "127.0.0.1 server.clickhouseconnect.test" | sudo tee -a /etc/hosts
@@ -202,6 +209,7 @@ jobs:
           clickhouse_cluster_node2
           nginx
     - name: Test Clickhouse driver
+      id: test-driver
       uses: ./.github/actions/test-driver
       with:
         junit-name: 'be-tests-clickhouse-ee'
@@ -217,6 +225,12 @@ jobs:
         aws-secret-access-key: ${{ secrets.AWS_TEST_RESULTS_SECRET_ACCESS_KEY }}
         aws-region: ${{ vars.AWS_REGION }}
         trunk-api-token: ${{ secrets.TRUNK_API_TOKEN }}
+    - name: Cleanup python-runner
+      if: ${{ always() && matrix.job.needs-python-runner == true }}
+      uses: ./.github/actions/cleanup-python-runner
+      with:
+        upload-logs: ${{ steps.test-driver.outcome == 'failure' }}
+        logs-artifact-suffix: ${{ matrix.job.name }} ${{ matrix.version.name }}
 
   be-tests-druid-ee:
     needs: determine-driver-skips
@@ -377,10 +391,11 @@ jobs:
     steps:
     - uses: actions/checkout@v4
     - name: Setup python-runner
-      env:
-        METABASE_AUTOMATION_USER_TOKEN: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
-      run: ./.github/scripts/setup-python-runner.sh
+      uses: ./.github/actions/setup-python-runner
+      with:
+        metabase-automation-token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
     - name: Test H2 driver
+      id: test-driver
       uses: ./.github/actions/test-driver
       with:
         junit-name: 'be-tests-h2'
@@ -398,6 +413,12 @@ jobs:
         aws-secret-access-key: ${{ secrets.AWS_TEST_RESULTS_SECRET_ACCESS_KEY }}
         aws-region: ${{ vars.AWS_REGION }}
         trunk-api-token: ${{ secrets.TRUNK_API_TOKEN }}
+    - name: Cleanup python-runner
+      if: always()
+      uses: ./.github/actions/cleanup-python-runner
+      with:
+        upload-logs: ${{ steps.test-driver.outcome == 'failure' }}
+        logs-artifact-suffix: ${{ matrix.job.name }} ${{ matrix.version.name }}
 
   be-tests-mysql-mariadb:
     if: ${{ !inputs.skip }}
@@ -431,7 +452,7 @@ jobs:
           - name: Driver Tests
             test-args: >-
               :only-tags [:mb/driver-tests]
-              :exclude-tags [:mb/transforms-python-test]
+            exclude-tag: ':mb/transforms-python-test'
           - name: Transforms Python Tests
             test-args: >-
               :only-tags [:mb/transforms-python-test]
@@ -491,11 +512,12 @@ jobs:
     steps:
       - uses: actions/checkout@v4
       - name: Setup python-runner
-      #if: ${{ matrix.job.needs-python-runner == true }}
-        env:
-          METABASE_AUTOMATION_USER_TOKEN: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
-        run: ./.github/scripts/setup-python-runner.sh
+        if: ${{ matrix.job.needs-python-runner == true }}
+        uses: ./.github/actions/setup-python-runner
+        with:
+          metabase-automation-token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
       - name: Test ${{ matrix.version.name }}
+        id: test-driver
         uses: ./.github/actions/test-driver
         with:
           junit-name: ${{ matrix.version.junit-name }}
@@ -513,6 +535,12 @@ jobs:
           aws-secret-access-key: ${{ secrets.AWS_TEST_RESULTS_SECRET_ACCESS_KEY }}
           aws-region: ${{ vars.AWS_REGION }}
           trunk-api-token: ${{ secrets.TRUNK_API_TOKEN }}
+      - name: Cleanup python-runner
+        if: always()
+        uses: ./.github/actions/cleanup-python-runner
+        with:
+          upload-logs: ${{ steps.test-driver.outcome == 'failure' }}
+          logs-artifact-suffix: ${{ matrix.job.name }} ${{ matrix.version.name }}
 
   be-tests-mongo:
     needs: determine-driver-skips
@@ -556,10 +584,11 @@ jobs:
     - uses: actions/checkout@v4
     - name: Setup python-runner
       if: ${{ matrix.job.needs-python-runner == true }}
-      env:
-        METABASE_AUTOMATION_USER_TOKEN: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
-      run: ./.github/scripts/setup-python-runner.sh
+      uses: ./.github/actions/setup-python-runner
+      with:
+        metabase-automation-token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
     - name: Test ${{ matrix.version.name }}
+      id: test-driver
       uses: ./.github/actions/test-driver
       with:
         junit-name: ${{ matrix.version.junit-name }}
@@ -575,6 +604,12 @@ jobs:
         aws-secret-access-key: ${{ secrets.AWS_TEST_RESULTS_SECRET_ACCESS_KEY }}
         aws-region: ${{ vars.AWS_REGION }}
         trunk-api-token: ${{ secrets.TRUNK_API_TOKEN }}
+    - name: Cleanup python-runner
+      if: ${{ always() && matrix.job.needs-python-runner == true }}
+      uses: ./.github/actions/cleanup-python-runner
+      with:
+        upload-logs: ${{ steps.test-driver.outcome == 'failure' }}
+        logs-artifact-suffix: ${{ matrix.job.name }} ${{ matrix.version.name }}
 
   be-tests-mongo-ssl:
     needs: determine-driver-skips
@@ -770,7 +805,7 @@ jobs:
           - name: Driver Tests
             test-args: >-
               :only-tags [:mb/driver-tests]
-              :exclude-tags [:mb/transforms-python-test]
+            exclude-tag: ':mb/transforms-python-test'
           - name: Transforms Python Tests
             test-args: >-
               :only-tags [:mb/transforms-python-test]
@@ -817,11 +852,12 @@ jobs:
     steps:
       - uses: actions/checkout@v4
       - name: Setup python-runner
-      #if: ${{ matrix.job.needs-python-runner == true }}
-        env:
-          METABASE_AUTOMATION_USER_TOKEN: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
-        run: ./.github/scripts/setup-python-runner.sh
+        if: ${{ matrix.job.needs-python-runner == true }}
+        uses: ./.github/actions/setup-python-runner
+        with:
+          metabase-automation-token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
       - name: Test ${{ matrix.version.name }} (${{ matrix.job.name }})
+        id: test-driver
         uses: ./.github/actions/test-driver
         with:
           junit-name: 'be-tests-${{ matrix.version.junit-name }}'
@@ -839,6 +875,12 @@ jobs:
           aws-secret-access-key: ${{ secrets.AWS_TEST_RESULTS_SECRET_ACCESS_KEY }}
           aws-region: ${{ vars.AWS_REGION }}
           trunk-api-token: ${{ secrets.TRUNK_API_TOKEN }}
+      - name: Cleanup python-runner
+        if: always()
+        uses: ./.github/actions/cleanup-python-runner
+        with:
+          upload-logs: ${{ steps.test-driver.outcome == 'failure' }}
+          logs-artifact-suffix: ${{ matrix.job.name }} ${{ matrix.version.name }}
 
   be-tests-presto-jdbc-ee:
     needs: determine-driver-skips
@@ -949,10 +991,11 @@ jobs:
     - uses: actions/checkout@v4
     - name: Setup python-runner
       if: ${{ matrix.job.needs-python-runner == true }}
-      env:
-        METABASE_AUTOMATION_USER_TOKEN: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
-      run: ./.github/scripts/setup-python-runner.sh
+      uses: ./.github/actions/setup-python-runner
+      with:
+        metabase-automation-token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
     - name: Test ${{ matrix.job.name }}
+      id: test-driver
       if: ${{ !matrix.job.skip }}
       uses: ./.github/actions/test-driver
       with:
@@ -970,66 +1013,82 @@ jobs:
         aws-secret-access-key: ${{ secrets.AWS_TEST_RESULTS_SECRET_ACCESS_KEY }}
         aws-region: ${{ vars.AWS_REGION }}
         trunk-api-token: ${{ secrets.TRUNK_API_TOKEN }}
+    - name: Cleanup python-runner
+      if: ${{ always() && matrix.job.needs-python-runner == true }}
+      uses: ./.github/actions/cleanup-python-runner
+      with:
+        upload-logs: ${{ steps.test-driver.outcome == 'failure' }}
+        logs-artifact-suffix: ${{ matrix.job.name }} ${{ matrix.version.name }}
 
-  be-tests-snowflake-ee:
-    if: ${{ !inputs.skip }}
-    runs-on: ubuntu-22.04
-    timeout-minutes: 60
-    strategy:
-      fail-fast: false
-      matrix:
-        job:
-          - name: Driver Tests
-            test-args: >-
-              :only-tags [:mb/driver-tests]
-              :exclude-tags [:mb/transforms-python-test]
+  # dan sutton 2025-10-23: disable snowflake because of account
+  # issues. https://linear.app/metabase/issue/DEV-997/reenable-snowflake-in-ci. Note that the transforms tests were
+  # disabled previously
+  # be-tests-snowflake-ee:
+  #   if: ${{ !inputs.skip }}
+  #   runs-on: ubuntu-22.04
+  #   timeout-minutes: 60
+  #   strategy:
+  #     fail-fast: false
+  #     matrix:
+  #       job:
+  #         - name: Driver Tests
+  #           test-args: >-
+  #             :only-tags [:mb/driver-tests]
+  #             :exclude-tags [:mb/transforms-python-test]
 # DS 2025-09-26 temporarily disabled while we diagnose flakes
 #          - name: Transforms Python Tests
 #            test-args: >-
 #              :only-tags [:mb/transforms-python-test]
 #            needs-python-runner: true
-    env:
-      CI: 'true'
-      DRIVERS: snowflake
-      MB_SNOWFLAKE_TEST_USER: METABASE CI
-      MB_SNOWFLAKE_TEST_ACCOUNT: ${{ secrets.MB_SNOWFLAKE_TEST_ACCOUNT }}
-      MB_SNOWFLAKE_TEST_PASSWORD: ${{ secrets.MB_SNOWFLAKE_TEST_PASSWORD }}
-      MB_SNOWFLAKE_TEST_WAREHOUSE: ${{ secrets.MB_SNOWFLAKE_TEST_WAREHOUSE }}
-      MB_SNOWFLAKE_TEST_PK_USER: METABASE PK
-      MB_SNOWFLAKE_TEST_PK_PRIVATE_KEY: ${{ secrets.MB_SNOWFLAKE_TEST_PK_PRIVATE_KEY }}
-      MB_SNOWFLAKE_TEST_PK_PRIVATE_KEY_2: ${{ secrets.MB_SNOWFLAKE_TEST_PK_PRIVATE_KEY_2 }}
-      MB_SNOWFLAKE_TEST_PK_PUBLIC_KEY: ${{ secrets.MB_SNOWFLAKE_TEST_PK_PUBLIC_KEY }}
-      MB_SNOWFLAKE_TEST_PK_PUBLIC_KEY_2: ${{ secrets.MB_SNOWFLAKE_TEST_PK_PUBLIC_KEY_2 }}
+    # env:
+    #   CI: 'true'
+    #   DRIVERS: snowflake
+    #   MB_SNOWFLAKE_TEST_USER: METABASE CI
+    #   MB_SNOWFLAKE_TEST_ACCOUNT: ${{ secrets.MB_SNOWFLAKE_TEST_ACCOUNT }}
+    #   MB_SNOWFLAKE_TEST_PASSWORD: ${{ secrets.MB_SNOWFLAKE_TEST_PASSWORD }}
+    #   MB_SNOWFLAKE_TEST_WAREHOUSE: ${{ secrets.MB_SNOWFLAKE_TEST_WAREHOUSE }}
+    #   MB_SNOWFLAKE_TEST_PK_USER: METABASE PK
+    #   MB_SNOWFLAKE_TEST_PK_PRIVATE_KEY: ${{ secrets.MB_SNOWFLAKE_TEST_PK_PRIVATE_KEY }}
+    #   MB_SNOWFLAKE_TEST_PK_PRIVATE_KEY_2: ${{ secrets.MB_SNOWFLAKE_TEST_PK_PRIVATE_KEY_2 }}
+    #   MB_SNOWFLAKE_TEST_PK_PUBLIC_KEY: ${{ secrets.MB_SNOWFLAKE_TEST_PK_PUBLIC_KEY }}
+    #   MB_SNOWFLAKE_TEST_PK_PUBLIC_KEY_2: ${{ secrets.MB_SNOWFLAKE_TEST_PK_PUBLIC_KEY_2 }}
 
-      # RSA Role testing:
-      MB_SNOWFLAKE_TEST_RSA_ROLE_TEST_DEFAULT_USER: RSA_ROLE_TEST_DEFAULT_USER
-      MB_SNOWFLAKE_TEST_RSA_ROLE_TEST_CUSTOM_USER: RSA_ROLE_TEST_CUSTOM_USER
-      MB_SNOWFLAKE_TEST_RSA_ROLE_TEST_ROLE: RSA_ROLE_TEST_ROLE
-      MB_SNOWFLAKE_TEST_RSA_ROLE_TEST_DB: RSA_ROLE_TEST_DB
-    name: Snowflake ${{ matrix.job.name }}
-    steps:
-    - uses: actions/checkout@v4
-    - name: Setup python-runner
-      if: ${{ matrix.job.needs-python-runner == true }}
-      env:
-        METABASE_AUTOMATION_USER_TOKEN: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
-      run: ./.github/scripts/setup-python-runner.sh
-    - name: Test Snowflake driver
-      uses: ./.github/actions/test-driver
-      with:
-        junit-name: 'be-tests-snowflake-ee'
-        test-args: ${{ matrix.job.test-args }}
-    - name: Upload Test Results
-      uses: ./.github/actions/upload-test-results
-      if: always()
-      with:
-        input-path: ./target/junit/
-        output-name: ${{ github.job }}
-        bucket: ${{ vars.AWS_S3_TEST_RESULTS_BUCKET }}
-        aws-access-key-id: ${{ secrets.AWS_TEST_RESULTS_ACCESS_KEY_ID }}
-        aws-secret-access-key: ${{ secrets.AWS_TEST_RESULTS_SECRET_ACCESS_KEY }}
-        aws-region: ${{ vars.AWS_REGION }}
-        trunk-api-token: ${{ secrets.TRUNK_API_TOKEN }}
+    #   # RSA Role testing:
+    #   MB_SNOWFLAKE_TEST_RSA_ROLE_TEST_DEFAULT_USER: RSA_ROLE_TEST_DEFAULT_USER
+    #   MB_SNOWFLAKE_TEST_RSA_ROLE_TEST_CUSTOM_USER: RSA_ROLE_TEST_CUSTOM_USER
+    #   MB_SNOWFLAKE_TEST_RSA_ROLE_TEST_ROLE: RSA_ROLE_TEST_ROLE
+    #   MB_SNOWFLAKE_TEST_RSA_ROLE_TEST_DB: RSA_ROLE_TEST_DB
+    # name: Snowflake ${{ matrix.job.name }}
+    # steps:
+    # - uses: actions/checkout@v4
+    # - name: Setup python-runner
+    #   if: ${{ matrix.job.needs-python-runner == true }}
+    #   uses: ./.github/actions/setup-python-runner
+    #   with:
+    #     metabase-automation-token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
+    # - name: Test Snowflake driver
+    #   id: test-driver
+    #   uses: ./.github/actions/test-driver
+    #   with:
+    #     junit-name: 'be-tests-snowflake-ee'
+    #     test-args: ${{ matrix.job.test-args }}
+    # - name: Upload Test Results
+    #   uses: ./.github/actions/upload-test-results
+    #   if: always()
+    #   with:
+    #     input-path: ./target/junit/
+    #     output-name: ${{ github.job }}
+    #     bucket: ${{ vars.AWS_S3_TEST_RESULTS_BUCKET }}
+    #     aws-access-key-id: ${{ secrets.AWS_TEST_RESULTS_ACCESS_KEY_ID }}
+    #     aws-secret-access-key: ${{ secrets.AWS_TEST_RESULTS_SECRET_ACCESS_KEY }}
+    #     aws-region: ${{ vars.AWS_REGION }}
+    #     trunk-api-token: ${{ secrets.TRUNK_API_TOKEN }}
+    # - name: Cleanup python-runner
+    #   if: ${{ always() && matrix.job.needs-python-runner == true }}
+    #   uses: ./.github/actions/cleanup-python-runner
+    #   with:
+    #     upload-logs: ${{ steps.test-driver.outcome == 'failure' }}
+    #     logs-artifact-suffix: ${{ matrix.job.name }} ${{ matrix.version.name }}
 
   be-tests-sparksql-ee:
     needs: determine-driver-skips
@@ -1140,10 +1199,11 @@ jobs:
     - uses: actions/checkout@v4
     - name: Setup python-runner
       if: ${{ matrix.job.needs-python-runner == true }}
-      env:
-        METABASE_AUTOMATION_USER_TOKEN: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
-      run: ./.github/scripts/setup-python-runner.sh
+      uses: ./.github/actions/setup-python-runner
+      with:
+        metabase-automation-token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
     - name: Test ${{ matrix.version.name }}
+      id: test-driver
       uses: ./.github/actions/test-driver
       with:
         junit-name: ${{ matrix.version.junit-name }}
@@ -1159,6 +1219,12 @@ jobs:
         aws-secret-access-key: ${{ secrets.AWS_TEST_RESULTS_SECRET_ACCESS_KEY }}
         aws-region: ${{ vars.AWS_REGION }}
         trunk-api-token: ${{ secrets.TRUNK_API_TOKEN }}
+    - name: Cleanup python-runner
+      if: ${{ always() && matrix.job.needs-python-runner == true }}
+      uses: ./.github/actions/cleanup-python-runner
+      with:
+        upload-logs: ${{ steps.test-driver.outcome == 'failure' }}
+        logs-artifact-suffix: ${{ matrix.job.name }} ${{ matrix.version.name }}
 
   # TODO(dpsutton, 2025-08-20): Re-enable starburst when we figure out why it randomly dies in CI
   # be-tests-starburst-ee:
@@ -1286,7 +1352,8 @@ jobs:
       - be-tests-postgres
       - be-tests-presto-jdbc-ee
       - be-tests-redshift-ee
-      - be-tests-snowflake-ee
+      # dan: disabled for account reasons. https://linear.app/metabase/issue/DEV-997/reenable-snowflake-in-ci
+      # - be-tests-snowflake-ee
       - be-tests-sparksql-ee
       - be-tests-sqlite-ee
       - be-tests-sqlserver

.github/workflows/e2e-component-tests-embedding-sdk-backward-compatibility.yml

@@ -112,7 +112,6 @@ jobs:
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
         with:
-          m2-cache-key: uberjar
           java-version: "${{ needs.get-build-requirements.outputs.java_version || 21 }}"
 
       - name: Prepare front-end environment

.github/workflows/e2e-component-tests-embedding-sdk.yml

@@ -83,7 +83,6 @@ jobs:
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
         with:
-          m2-cache-key: uberjar
           java-version: "${{ needs.get-build-requirements.outputs.java_version || 21 }}"
 
       - name: Build uberjar with ./bin/build.sh
@@ -144,8 +143,6 @@ jobs:
 
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "cljs"
 
       - name: Retrieve Embedding SDK dist artifact
         uses: actions/download-artifact@v4

.github/workflows/e2e-embedding-sdk-compatibility-tests.yml

@@ -167,7 +167,6 @@ jobs:
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
         with:
-          m2-cache-key: uberjar
           java-version: "${{ needs.get-build-requirements.outputs.java_version || 21 }}"
 
       - name: Build uberjar with ./bin/build.sh
@@ -179,7 +178,11 @@ jobs:
           name: metabase-ee-${{ github.event.pull_request.head.sha || github.sha }}-uberjar
 
       - name: Build Embedding SDK package
-        run: yarn build-embedding-sdk-package
+        run: |
+          # Remove the matchers to not report false positives on every PR
+          # unrelated to embedding (EMB-765)
+          echo "::remove-matcher owner=tsc::"
+          yarn build-embedding-sdk-package
 
       - name: Prepare Embedding SDK artifact
         uses: actions/upload-artifact@v4

.github/workflows/e2e-test.yml

@@ -65,6 +65,7 @@ jobs:
           token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
 
       - name: Setup python-runner
+        if: ${{ inputs.name == 'python' }}
         env:
           METABASE_AUTOMATION_USER_TOKEN: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
         run: ./.github/scripts/setup-python-runner.sh
@@ -139,9 +140,14 @@ jobs:
         run: |
           echo "Running tests with specs: $SPEC_PATH"
           node e2e/runner/run_cypress_ci.js e2e \
-            --env grepTags="-@mongo+-@flaky+-@OSS+-@skip",grepOmitFiltered=true \
+            --env grepTags="-@mongo+-@python+-@flaky+-@OSS+-@skip",grepOmitFiltered=true \
             --spec "$SPEC_PATH" \
             --browser ${{ steps.cypress-prep.outputs.chrome-path }}
+        # Trunk Quarantine controls the final state of the run in the CI!
+        # Even if this step fails, we let it pass and then `trunk-io/analytics-uploader` determines whether to fail or to
+        # pass the whole job, based on the quarantine list.
+        # We only want to "continue on error" (ignore failures) when the Trunk upload is active - i.e. not on drafts!
+        continue-on-error: ${{ !(github.event_name == 'pull_request' && github.event.pull_request.draft == true) }}
 
       - name: Run Tagged EE Cypress tests on ${{ inputs.name }}
         if: ${{ inputs.specs }}
@@ -154,18 +160,25 @@ jobs:
           --env grepTags="${{inputs.tags && format('{0}+-@skip', inputs.tags) || '-@skip'}}",grepOmitFiltered=true \
           --spec "$SPEC_PATH" \
           --browser ${{ steps.cypress-prep.outputs.chrome-path }}
+        # Trunk Quarantine controls the final state of the run in the CI!
+        # Even if this step fails, we let it pass and then `trunk-io/analytics-uploader` determines whether to fail or to
+        # pass the whole job, based on the quarantine list.
+        # We only want to "continue on error" (ignore failures) when the Trunk upload is active - i.e. not on drafts!
+        continue-on-error: ${{ !(github.event_name == 'pull_request' && github.event.pull_request.draft == true) }}
 
       - name: Upload Test Results
         uses: ./.github/actions/upload-test-results
         if: always()
         with:
           input-path: ./target/junit
+          # Related to our custom upload to S3
           output-name: e2e-${{ inputs.name }}
-          variant: e2e-tests
           bucket: ${{ vars.AWS_S3_TEST_RESULTS_BUCKET }}
           aws-access-key-id: ${{ secrets.AWS_TEST_RESULTS_ACCESS_KEY_ID }}
           aws-secret-access-key: ${{ secrets.AWS_TEST_RESULTS_SECRET_ACCESS_KEY }}
           aws-region: ${{ vars.AWS_REGION }}
+          # Related to Trunk uploader
+          variant: e2e-tests
           trunk-api-token: ${{ secrets.TRUNK_API_TOKEN }}
 
       - name: Upload Cypress Artifacts upon failure

.github/workflows/e2e-tests.yml

@@ -118,7 +118,8 @@ jobs:
             const fs = require('fs');
             const path = require('path');
 
-            const chunkFiles = glob.sync('timing-files/*/chunkTimings.json');
+            const globber = await glob.create('timing-files/*/chunkTimings.json');
+            const chunkFiles = await globber.glob();
 
             const specs = new Map();
             chunkFiles.forEach(file => {

.github/workflows/embedding-sdk.yml

@@ -40,10 +40,12 @@ jobs:
         uses: ./.github/actions/prepare-frontend
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "cljs"
       - name: Build Embedding SDK package
-        run: yarn build-embedding-sdk-package
+        run: |
+          # Remove the matchers to not report false positives on every PR
+          # unrelated to embedding (EMB-765)
+          echo "::remove-matcher owner=tsc::"
+          yarn build-embedding-sdk-package
       - name: Prepare Embedding SDK artifact
         uses: actions/upload-artifact@v4
         with:

.github/workflows/frontend-unit-test-stress-test-flake-fix.yml

@@ -43,8 +43,6 @@ jobs:
         uses: ./.github/actions/prepare-frontend
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "cljs"
       - name: Build cljs
         run: yarn build:cljs
       - name: Stress-test ${{ github.event.inputs.spec }} ${{ github.event.inputs.burn_in }} times

.github/workflows/frontend.yml

@@ -35,8 +35,6 @@ jobs:
         uses: ./.github/actions/prepare-frontend
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "cljs"
       - name: Restore ESLint cache
         uses: actions/cache@v4
         with:
@@ -65,8 +63,6 @@ jobs:
         uses: ./.github/actions/prepare-frontend
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "cljs"
       - run: yarn build-pure:cljs
         name: Compile CLJS
       - run: yarn type-check-pure
@@ -90,10 +86,11 @@ jobs:
         uses: ./.github/actions/prepare-frontend
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "cljs"
       - name: Run frontend unit tests
         run: yarn run test-unit --silent --shard=${{ matrix.shard }}/${{ env.SHARDS }}
+        # We want Trunk to still receive test reports even if this job fails.
+        # It will filter out the quarantined tests, and will control the job exit code based on the analysis.
+        continue-on-error: true
       - name: Upload Test Results
         uses: ./.github/actions/upload-test-results
         if: always() && github.event_name != 'workflow_dispatch'
@@ -116,8 +113,6 @@ jobs:
         uses: ./.github/actions/prepare-frontend
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "cljs"
       - name: Run frontend timezones tests
         run: yarn run test-timezones
 

.github/workflows/fuzzing.yml

@@ -22,8 +22,6 @@ jobs:
         uses: ./.github/actions/prepare-frontend
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "cljs"
       - run: yarn test-unit frontend/src/metabase/querying/expressions/pratt/fuzz.lexifier.unit.spec.ts
         env:
           MB_FUZZ: 1
@@ -38,8 +36,6 @@ jobs:
         uses: ./.github/actions/prepare-frontend
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "cljs"
       - run: yarn test-unit frontend/src/metabase/querying/expressions/fuzz.compiler.unit.spec.ts
         env:
           MB_FUZZ: 1
@@ -54,8 +50,6 @@ jobs:
         uses: ./.github/actions/prepare-frontend
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "cljs"
       - run: yarn test-unit frontend/src/metabase/querying/expressions/fuzz.string.unit.spec.ts
         env:
           MB_FUZZ: 1

.github/workflows/generative-query-test.yml

@@ -40,8 +40,6 @@ jobs:
           ref: ${{ inputs.ref }}
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: generative-query-test
       - name: Prepare front-end environment
         uses: ./.github/actions/prepare-frontend
 

.github/workflows/i18n.yml

@@ -38,8 +38,6 @@ jobs:
       uses: ./.github/actions/prepare-frontend
     - name: Prepare back-end environment
       uses: ./.github/actions/prepare-backend
-      with:
-        m2-cache-key: 'i18n'
     - name: Install xgettext if necessary
       run: |
         if ! command -v xgettext > /dev/null; then

.github/workflows/loki-update.yml

@@ -20,8 +20,6 @@ jobs:
 
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "cljs"
 
       - name: Compile CLJS
         run: yarn build-pure:cljs

.github/workflows/loki.yml

@@ -47,8 +47,6 @@ jobs:
 
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "cljs"
 
       - name: Compile CLJS
         run: NODE_ENV=development yarn build-pure:cljs

.github/workflows/mage.yml

@@ -2,7 +2,7 @@ name: Mage Tests
 
 on:
   pull_request:
-    paths: ["mage/**", "test/mage/**"]
+    paths: ["mage/**"]
 
 jobs:
   # run mage tests even if the rest of be isnt needed
@@ -13,8 +13,6 @@ jobs:
       - uses: actions/checkout@v4
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: 'kondo'
       - name: Setup Babashka
         uses: turtlequeue/setup-babashka@v1.7.0
         with:
@@ -24,4 +22,4 @@ jobs:
       - name: bb task list
         run: bb tasks
       - name: Run mage tests
-        run: bb ./test/mage/runtests.clj
+        run: bb ./mage/test/mage/runtests.clj

.github/workflows/migrations.yml

@@ -16,7 +16,5 @@ jobs:
       - uses: actions/checkout@v4
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: lint-migrations
       - name: Verify Liquibase Migrations
         run: ./bin/mage lint-migrations

.github/workflows/release-embedding-sdk.yml

@@ -254,8 +254,6 @@ jobs:
 
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "release-sdk"
 
       - name: Run unit tests
         run: yarn embedding-sdk:test-unit
@@ -277,8 +275,6 @@ jobs:
 
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "release-sdk"
 
       - name: Bump published npm package version
         # NOTE: this should happen before "Build SDK bundle" as we inject SDK version into the code during build step

.github/workflows/run-tests.yml

@@ -49,8 +49,6 @@ jobs:
         uses: ./.github/actions/prepare-frontend
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "files-changed"
       - name: Build static-viz frontend
         run: yarn build-static-viz
         env:

.github/workflows/snyk.yml

@@ -23,8 +23,6 @@ jobs:
       - uses: actions/checkout@v4
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: 'snyk'
       - name: Generate all pom.xml
         run: .github/scripts/write-poms.sh
       - name: Upload pom files

.github/workflows/translation-update.yml

@@ -29,8 +29,6 @@ jobs:
         uses: ./.github/actions/prepare-frontend
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: manage-translations
       - name: install gettext
         run: sudo apt-get install gettext
 

.github/workflows/tusk-sanity-check.yml

@@ -46,8 +46,6 @@ jobs:
         uses: ./.github/actions/prepare-frontend
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "cljs"
       - run: yarn build-pure:cljs
         name: Compile CLJS
 

.github/workflows/uberjar.yml

@@ -134,7 +134,6 @@ jobs:
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
         with:
-          m2-cache-key: uberjar
           java-version: "${{ needs.get-build-requirements.outputs.java_version || 21 }}"
       - name: Build
         run: ./bin/build.sh

.github/workflows/upgrade-deps.yml

@@ -27,8 +27,6 @@ jobs:
           token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: 'update-be-deps'
       - name: Open PRs to Upgrade Backend Deps
         uses: ./.github/actions/upgrade-backend-deps
         with:

.github/workflows/whitespace.yml

@@ -16,7 +16,5 @@ jobs:
     - uses: actions/checkout@v4
     - name: Prepare back-end environment
       uses: ./.github/actions/prepare-backend
-      with:
-        m2-cache-key: 'whitespace-linter'
     - run: clojure -T:whitespace-linter lint
       name: Run Whitespace Linter

.gitignore

@@ -68,6 +68,7 @@ cypress.env.json
 /resources/frontend_client/embed-sdk.html
 /resources/frontend_client/index.html
 /resources/frontend_client/public.html
+/resources/frontend_client/app/assets/pyodide/
 /resources/embedding-sdk
 /resources/i18n/*.edn
 /resources/instance_analytics.zip