edits

.clj-kondo/config.edn

@@ -1,7 +1,7 @@
 ;; -*- comment-column: 100; -*-
 {:config-paths ["macros" "src" "config"]
  :linters
- { ;;
+ {;;
   ;; enabled optional linters (these are disabled by default)
   ;;
 
@@ -49,7 +49,7 @@
   ;; disabled linters
   ;;
 
-  :redundant-ignore {:level :off}    ; lots of false positives, see https://github.com/clj-kondo/clj-kondo/issues/2414
+  :redundant-ignore {:level :off} ; lots of false positives, see https://github.com/clj-kondo/clj-kondo/issues/2414
   :unexpected-recur {:level :off} ; TODO (cam): I think we just need to tell it how to handle MBQL match and we can enable this?
 
   ;;
@@ -173,7 +173,7 @@
      metabase.driver.sql-jdbc.execute/execute-prepared-statement!
      metabase.notification.models/create-notification!
      metabase.pulse.send/send-pulse!
-     metabase-enterprise.transforms-python.python-runner-test/execute!
+     metabase.query-processor.store/store-database!
      ;; Safe in tests, where we typically use a private, temporary index per thread.
      metabase.search.core/reindex!
      metabase.util/run-count!
@@ -187,7 +187,7 @@
   :metabase/disallow-hardcoded-driver-names-in-tests
   ;; don't include `:h2` since that will probably lead to a mountain of tests where we are specifically testing
   ;; middleware or compilation behavior with just H2 since it's the default.
-  {:drivers #{ ;; core drivers
+  {:drivers #{;; core drivers
               #_:h2
               :postgres
               :mysql
@@ -215,7 +215,7 @@
   ;; misc config for built-in linters
   ;;
 
-  :invalid-arity       {:skip-args [metabase.lib.util.match/match]}                    ; TODO (cam): can we fix these?
+  :invalid-arity       {:skip-args [metabase.lib.util.match/match]} ; TODO (cam): can we fix these?
   :refer-all           {:level :warning, :exclude [clojure.test]}
   :unused-referred-var {:exclude {compojure.core [GET DELETE POST PUT]}}
 
@@ -229,7 +229,7 @@
     (clojure.core.logic/fresh)
     (clojure.core.logic/matcha)
     (clojure.core.logic/run)
-    (clojure.test/is [=? malli= qv=])
+    (clojure.test/is [query= =? malli= qv=])
     (clojure.tools.macro/macrolet)
     instaparse.core/transform
     (metabase.server.streaming-response/streaming-response)
@@ -250,15 +250,16 @@
     (taoensso.nippy/extend-freeze)
     (taoensso.nippy/extend-thaw)]}
 
-  ;; TODO (Cam 8/22/25) -- what's the point of marking stuff deprecated if we don't have Kondo enforce it? We should
-  ;; remove all of these and add individual ignores as needed.
   :deprecated-var
   {:exclude
-   {metabase.driver.sql-jdbc.execute.old-impl/set-timezone-sql   {:namespaces ["metabase\\.driver.*"]}
-    metabase.driver.sql-jdbc.execute/set-time-zone-if-supported! {:namespaces ["metabase\\.driver.*"]}
-    metabase.driver/current-db-time                              {:namespaces ["metabase.*"]}
-    metabase.driver/supports?                                    {:namespaces ["metabase.*"]}
-    metabase.query-processor.util/normalize-token                {:namespaces ["metabase.*"]}}}
+   {metabase.cmd.core/dump                                                       {:namespaces ["metabase\\.cmd-test" "metabase-enterprise\\.serialization\\.cmd-test"]}
+    metabase.cmd.core/load                                                       {:namespaces ["metabase\\.cmd-test" "metabase-enterprise\\.serialization\\.cmd-test"]}
+    metabase.driver.sql-jdbc.execute.old-impl/set-timezone-sql                   {:namespaces ["metabase\\.driver.*"]}
+    metabase.driver.sql-jdbc.execute/set-time-zone-if-supported!                 {:namespaces ["metabase\\.driver.*"]}
+    metabase.driver/current-db-time                                              {:namespaces ["metabase.*"]}
+    metabase.driver/supports?                                                    {:namespaces ["metabase.*"]}
+    metabase.query-processor.middleware.resolve-joins/maybe-resolve-source-table {:namespaces ["metabase.*"]}
+    metabase.query-processor.util/normalize-token                                {:namespaces ["metabase.*"]}}}
 
   :discouraged-var
   {clojure.core/print                                 {:message "Use metabase.util.log instead of clojure.core/print"}
@@ -291,8 +292,6 @@
    me.flowthing.pp/pprint                             {:message "Use metabase.util.log instead of me.flowthing.pp/pprint"}
    medley.core/random-uuid                            {:message "Use clojure.core/random-uuid instead of medley.core/random-uuid"}
    metabase.driver/database-supports?                 {:message "Use metabase.driver.util/supports? instead of metabase.driver/database-supports?"}
-   metabase.lib.convert/->legacy-MBQL                 {:message "Conversion to legacy MBQL is discouraged, please use Lib to manipulate MBQL queries"}
-   metabase.lib.core/->legacy-MBQL                    {:message "Conversion to legacy MBQL is discouraged, please use Lib to manipulate MBQL queries"}
    metabase.lib.equality/find-column-indexes-for-refs {:message "Use lib.equality/closest-matches-in-metadata or lib.equality/find-closest-matches-for-refs instead of lib.equality/find-column-indexes-for-refs"}
    next.jdbc/active-tx?                               {:message "Use metabase.app-db.core/in-transaction? to see if we are in a transaction"}
    toucan2.core/debug                                 {:message "Don't commit code using t2/debug"}
@@ -301,7 +300,6 @@
   :discouraged-namespace
   {camel-snake-kebab.core {:message "CSK is not Turkish-safe, use the versions in metabase.util instead."}
    cheshire.core          {:message "Use metabase.util.json instead of cheshire.core directly."}
-   clj-time.core          {:message "Use java-time.api or metabase.util.date-2 instead of clj-time"}
    clojure.tools.logging  {:message "Use metabase.util.log instead of clojure.tools.logging directly"}
    grouper.core           {:message "Use metabase.util.grouper instead of grouper.core"}
    honeysql.core          {:message "Use Honey SQL 2. Honey SQL 1 is removed as a dependency in Metabase 49+."}
@@ -410,16 +408,10 @@
   clojure.test.check.clojure-test/defspec                                               clojure.test/deftest
   clojure.test.check.properties/for-all                                                 clojure.core/let
   clojurewerkz.quartzite.jobs/defjob                                                    clojure.core/defn
-  com.climate.claypoole/with-shutdown!                                                  clojure.core/let
   instaparse.core/defparser                                                             clojure.core/def
-  metabase-enterprise.action-v2.test-util/with-test-tables!                             clojure.core/let
-  metabase-enterprise.content-translation.routes-test/with-new-secret-key!              clojure.core/fn
   metabase-enterprise.serialization.test-util/with-dbs                                  clojure.core/fn
   metabase-enterprise.serialization.test-util/with-random-dump-dir                      clojure.core/let
-  metabase-enterprise.transforms.api-test/with-transform-tags                           clojure.core/let
-  metabase-enterprise.transforms.api-test/with-worker-runs                              clojure.core/let
-  metabase-enterprise.transforms.test-util/with-transform-cleanup!                      clojure.core/let
-  metabase-enterprise.transforms.execute/with-transform-lifecycle                       clojure.core/let
+metabase-enterprise.content-translation.routes-test/with-new-secret-key!                clojure.core/fn
   metabase.actions.test-util/with-actions                                               clojure.core/let
   metabase.api.common/let-404                                                           clojure.core/let
   metabase.app-db.custom-migrations.util/with-temp-scheduler!                           clojure.core/fn
@@ -478,7 +470,6 @@
   metabase.test/with-temp-file                                                          clojure.core/let
   metabase.test/with-user-in-groups                                                     clojure.core/let
   metabase.upload.impl-test/with-upload-table!                                          clojure.core/let
-  metabase.util/for-map                                                                 clojure.core/for
   metabase.util.files/with-open-path-to-resource                                        clojure.core/let
   metabase.util.malli.defn/defn                                                         schema.core/defn
   metabase.util.malli.defn/defn-                                                        schema.core/defn
@@ -519,9 +510,7 @@
    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.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
    metabase.api.common.internal-test/with-jetty-server                                                                       hooks.common/with-one-binding
    metabase.api.macros/defendpoint                                                                                           hooks.metabase.api.macros/defendpoint
    metabase.app-db.schema-migrations-test.impl/test-migrations                                                               hooks.metabase.app-db.schema-migrations-test.impl/test-migrations
@@ -552,7 +541,6 @@
    metabase.lib.schema.mbql-clause/define-tuple-mbql-clause                                                                  hooks.metabase.lib.schema.mbql-clause/define-mbql-clause
    metabase.lib.test-util.macros/$ids                                                                                        hooks.metabase.test.data/$ids
    metabase.lib.test-util.macros/mbql-query                                                                                  hooks.metabase.test.data/mbql-query
-   metabase.lib.test-util.macros/mbql-5-query                                                                                hooks.metabase.test.data/mbql-query
    metabase.lib.test-util.macros/with-testing-against-standard-queries                                                       hooks.metabase.lib.test-util.macros/with-testing-against-standard-queries
    metabase.model-persistence.api-test/with-persistence-setup!                                                               hooks.common/with-one-top-level-binding
    metabase.model-persistence.api-test/with-setup!                                                                           hooks.common/with-one-top-level-binding
@@ -624,11 +612,10 @@
    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
@@ -653,7 +640,6 @@
 
   :macroexpand
   {clojurewerkz.quartzite.jobs/build                                                       macros.quartz/build-job
-   clojurewerkz.quartzite.schedule.calendar-interval/build                                 macros.quartz/build-job
    clojurewerkz.quartzite.schedule.cron/schedule                                           macros.quartz/schedule
    clojurewerkz.quartzite.schedule.simple/schedule                                         macros.quartz/simple-schedule
    clojurewerkz.quartzite.triggers/build                                                   macros.quartz/build-trigger
@@ -717,27 +703,17 @@
   {:pattern "^metabase\\.lib\\..*"
    :name    metabase-lib-excluding-legacy-mbql}
   ;;
-  ;; QP and driver source namespaces: `metabase.query-processor.*`, `metabase-enterprise.sandbox.query-processor.*`,
-  ;; and `metabase.driver.*`, excluding `-test` namespaces.
+  ;; QP source namespaces: `metabase.query-processor.*`, `metabase-enterprise.sandbox.query-processor.*`, and
+  ;; `metabase.driver.*`, excluding `-test` namespaces.
   ;;
   {:pattern "metabase(?:(?:(?:-enterprise\\.sandbox)?\\.query-processor\\.)|(?:\\.driver\\.)).*(?<!-test)$"
    :name    qp-and-driver-source-namespaces}
   ;;
-  ;; QP source namespaces
-  ;;
-  {:pattern "metabase(?:(?:-enterprise\\.sandbox)?\\.query-processor\\.).*(?<!-test)$"
-   :name    qp-source-namespaces}
-  ;;
-  ;; driver namespaces, including tests
+  ;; driver namespaces
   ;;
   {:pattern "metabase\\.driver.*$"
    :name    driver-namespaces}
   ;;
-  ;; Perf-sensitive namespaces are currently the union of metabase.lib.*, driver namespaces, and QP (without tests).
-  ;;
-  {:pattern "^(?!.*-test(?:\\..*)?$)(?!.*test-util)(?!^metabase\\.test.*)^metabase\\.(lib|driver|legacy-mbql|query-processor).*"
-   :name    performance-sensitive}
-  ;;
   ;; general QP tests are ones that run across multiple drivers. Anything `metabase.query-processor*-test`,
   ;; `metabase.driver.sql*-test` (excluding SQLServer and SQLite), or
   ;; `metabase-enterprise.sandbox.query-processor*-test`
@@ -751,13 +727,9 @@
    {:inline-def                              {:level :off}
     :missing-docstring                       {:level :off}
     :private-call                            {:level :off}
+    :discouraged-var                         {metabase.driver/database-supports? {:level :off}}
     :metabase/defsetting-must-specify-export {:level :off}
-    :metabase/defsetting-namespace           {:level :off}
-
-    :discouraged-var
-    {metabase.driver/database-supports? {:level :off}
-     metabase.lib.convert/->legacy-MBQL {:level :off}
-     metabase.lib.core/->legacy-MBQL    {:level :off}}}
+    :metabase/defsetting-namespace           {:level :off}}
 
    :hooks
    {:analyze-call
@@ -770,13 +742,9 @@
    {:metabase/validate-escaped-single-quotes-in-i18n {:level :warning}
     :metabase/validate-string-or-str-args-to-i18n {:level :warning}
     :metabase/discourage-millis-duration {:level :warning}
-
     :discouraged-var
     {clojure.core/with-redefs {:message "Don't use with-redefs outside of tests"}
-     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."}}}}
+     clojure.core/eval        {:message "Don't use eval outside of tests"}}}}
 
   printable-namespaces
   {:linters
@@ -788,7 +756,7 @@
                              clojure.string/lower-case {:level :off}
                              clojure.string/upper-case {:level :off}}}}
 
-  ;; enable all the extra linters we haven't enabled in the core app yet in Lib. It's all new code so we can adhere
+  ;; enable all the extra linters we haven't enabled in the core app yet in MLv2. It's all new code so we can adhere
   ;; to the new stricter rules from day 1
   metabase-lib
   {:linters
@@ -801,89 +769,45 @@
     ;; eventually we should do this for the whole codebase, but the args are in the opposite order so switching them
     ;; all at once isn't trivial, at least we can stop using it in new code.
     :discouraged-var
-    {medley.core/map-keys               {:message "Use metabase.util.performance/update-keys"}
-     medley.core/map-vals               {:message "Use clojure.core/update-vals"}
-     metabase.lib.convert/->legacy-MBQL {:level :off}
-     metabase.lib.core/->legacy-MBQL    {:level :off}
-     metabase.test/with-temp            {:message "Don't use application database inside Lib code"}}
+    {medley.core/map-keys    {:message "Use clojure.core/update-keys"}
+     medley.core/map-vals    {:message "Use clojure.core/update-vals"}
+     metabase.test/with-temp {:message "Don't use application database inside MLv2 code"}}
 
     :discouraged-namespace
-    {metabase.driver            {:message "Lib code should be independent of driver code/methods"}
-     metabase.test              {:message "Lib tests should only use Lib test helpers"}
-     metabase.test.data         {:message "Lib tests should only use Lib test helpers"}
-     metabase.util.malli.schema {:message "Prefer metabase.lib.schema schemas in Lib code"}
-     toucan.db                  {:message "Don't use application database inside Lib code"}
-     toucan.models              {:message "Don't use application database inside Lib code"}
-     toucan.util.test           {:message "Don't use application database inside Lib code"}
-     toucan2.core               {:message "Don't use application database inside Lib code"}}}}
+    {metabase.driver            {:message "MLv2 code should be independent of driver code/methods"}
+     metabase.test              {:message "MLv2 tests should only use MLv2 test helpers"}
+     metabase.test.data         {:message "MLv2 tests should only use MLv2 test helpers"}
+     metabase.util.malli.schema {:message "Prefer metabase.lib.schema schemas in MLv2 code"}
+     toucan.db                  {:message "Don't use application database inside MLv2 code"}
+     toucan.models              {:message "Don't use application database inside MLv2 code"}
+     toucan.util.test           {:message "Don't use application database inside MLv2 code"}
+     toucan2.core               {:message "Don't use application database inside MLv2 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."}}}
+    {metabase.legacy-mbql.util/unique-name-generator {:message "Use metabase.lib.util/unique-name-generator or non-truncating-unique-name-generator"}}}}
 
   driver-namespaces
   {:linters
    {:discouraged-var
     {metabase.driver/database-supports? {:level :off}}}}
 
-  performance-sensitive
-  {:linters
-   {:discouraged-var
-    {clojure.core/every?          {:message "Use metabase.util.performance/every?"}
-     clojure.core/mapv            {:message "Use metabase.util.performance/mapv"}
-     clojure.core/run!            {:message "Use metabase.util.performance/run!"}
-     clojure.core/select-keys     {:message "Use metabase.util.performance/select-keys"}
-     clojure.core/some            {:message "Use metabase.util.performance/some"}
-     clojure.core/update-keys     {:message "Use metabase.util.performance/update-keys"}
-     clojure.walk/keywordize-keys {:message "Use metabase.util.performance/keywordize-keys"}
-     clojure.walk/postwalk        {:message "Use metabase.util.performance/postwalk"}
-     clojure.walk/prewalk         {:message "Use metabase.util.performance/prewalk"}
-     clojure.walk/walk            {:message "Use metabase.util.performance/walk"}}}}
-
   qp-and-driver-source-namespaces
   {:linters
    {:discouraged-namespace
-    {metabase.query-processor.store {:level :off}
-     metabase.util.malli.schema     {:message "Prefer metabase.lib.schema or metabase.legacy-mbql.schema schemas in QP/driver code"}
-     toucan.db                      {:message "Don't use application database directly in QP code; use the MetadataProvider"}
-     toucan.models                  {:message "Don't use application database directly in QP code; use the MetadataProvider"}
-     toucan.util.test               {:message "Don't use application database directly in QP code; use the MetadataProvider"}
-     toucan2.core                   {:message "Don't use application database directly in QP code; use the MetadataProvider"}}
+    {metabase.util.malli.schema {:message "Prefer metabase.lib.schema or metabase.legacy-mbql.schema schemas in QP/driver code"}
+     toucan.db                  {:message "Don't use application database directly in QP code; use QP Store/metadata provider"}
+     toucan.models              {:message "Don't use application database directly in QP code; use QP Store/metadata provider"}
+     toucan.util.test           {:message "Don't use application database directly in QP code; use QP Store/metadata provider"}
+     toucan2.core               {:message "Don't use application database directly in QP code; use QP Store/metadata provider"}}
 
     :discouraged-var
-    {medley.core/map-keys                 {:message "Use metabase.util.performance/update-keys"}
+    {medley.core/map-keys                 {:message "Use clojure.core/update-keys"}
      medley.core/map-vals                 {:message "Use clojure.core/update-vals"}
-     metabase.app-db.core/query           {:message "Don't use application database directly in QP code; use the MetadataProvider"}
-     metabase.app-db.core/reducible-query {:message "Don't use application database directly in QP code; use the MetadataProvider"}
-     metabase.lib.convert/->legacy-MBQL   {:level :off}
-     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"}}}}
+     metabase.app-db.core/query           {:message "Don't use application database directly in QP code; use QP Store/metadata provider"}
+     metabase.app-db.core/reducible-query {:message "Don't use application database directly in QP code; use QP Store/metadata provider"}}}}
 
   general-qp-and-driver-test-namespaces
   {:linters
-   {:discouraged-var
-    {metabase.test/with-column-remappings      {:message "Use lib.tu/remap-metadata-provider instead of with-column-remappings in QP tests"}
-     metabase.test.util/with-column-remappings {:message "Use lib.tu/remap-metadata-provider instead of with-column-remappings in QP tests"}
-     metabase.test/with-temp                   {:message "Use lib.tu/mock-metadata-provider in QP tests. Exceptions: tests for code that doesn't use MPs or models not supported by MPs"}
-     toucan2.tools.with-temp/with-temp         {:message "Use lib.tu/mock-metadata-provider in QP tests. Exceptions: tests for code that doesn't use MPs or models not supported by MPs"}}
-
-    :metabase/disallow-hardcoded-driver-names-in-tests
-    {:level :warning}}}}}
+   {:metabase/disallow-hardcoded-driver-names-in-tests {:level :warning}}}}}

.clj-kondo/config/test-helpers/config.edn

@@ -13,10 +13,7 @@
      toucan2.core/insert-returning-pk!
      toucan2.core/insert-returning-pks!
      clojure.core.async/<!!
-     clojure.core.async/<!
      clojure.core.async/>!!
-     clojure.core.async/>!
-     clojure.core.async/alts!
      clojure.core.async/alts!!
      clojure.core.async/close!
      clojure.core.async/poll!

.clj-kondo/src/hooks/clojure/core/require.clj

@@ -52,13 +52,7 @@
 
 (defn- lint-require* [node current-ns config]
   (let [[_require & args]   (:children node)
-        required-namespaces (->> (keep unwrap-require args)
-                                 ;; `require` runs through `cc/load-libs` which allows
-                                 ;; #{:as :reload :reload-all :require :use :verbose :refer :as-alias}
-                                 ;; as args. If you use a REPL tool that applies clj-kondo linting (e.g., Clojure MCP)
-                                 ;; you may wish to `:reload` or `:reload-all` a namespace. So we shouldn't assume all
-                                 ;; args are keywords:
-                                 (remove keyword?))]
+        required-namespaces (keep unwrap-require args)]
     (lint* node current-ns config required-namespaces)))
 
 (defn- lint-requiring-resolve* [node current-ns config]

.cljfmt.edn

@@ -152,7 +152,6 @@
   metabase.lib.join/with-join-alias                                                      [[:default]]
   metabase.lib.join/with-join-conditions                                                 [[:default]]
   metabase.lib.test-util.macros/$ids                                                     [[:inner 0]]
-  metabase.lib.test-util.macros/mbql-5-query                                             [[:inner 0]]
   metabase.lib.test-util.macros/mbql-query                                               [[:inner 0]]
   metabase.lib.util.match/match                                                          [[:inner 0]]
   metabase.lib.util.match/match-one                                                      [[:inner 0]]
@@ -232,6 +231,7 @@
   metabase.test.data/$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]]
@@ -252,6 +252,7 @@
   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]]
@@ -283,7 +284,6 @@
   metabase.upload.impl-test/with-upload-table!                                           [[:inner 0]]
   metabase.upload.types/with-currency                                                    [[:default]]
   metabase.upload.types/with-parens                                                      [[:default]]
-  metabase.util/for-map                                                                  [[:block 1]]
   metabase.util.async/cancelable-thread                                                  [[:block 0]]
   metabase.util.date-2/with-time-zone-same-instant                                       [[:default]]
   metabase.util.encryption-test/with-secret-key                                          [[:block 1]]

.eslintrc.js

@@ -1,8 +1,6 @@
 /* eslint-disable import/no-commonjs */
 /* eslint-disable no-undef */
 
-const path = require("path");
-
 // `postcss-modules` lints css modules class names, but it currently crashes
 // eslint on vscode. If you use webstorm or want to run the lint for the cli, you
 // can use this flag to enable it. This is set to true in CI
@@ -14,7 +12,6 @@ if (shouldLintCssModules) {
 }
 
 module.exports = {
-  ignorePatterns: ["!.storybook"],
   rules: {
     strict: [2, "never"],
     "no-undef": 2,
@@ -49,7 +46,6 @@ module.exports = {
     ],
     curly: [1, "all"],
     eqeqeq: [1, "smart"],
-    "import/no-duplicates": ["warn", { considerQueryString: true }],
     "import/no-default-export": 2,
     "import/no-named-as-default": 0,
     "import/no-commonjs": 1,
@@ -159,7 +155,6 @@ module.exports = {
     "import/internal-regex": "^metabase/|^metabase-lib/",
     "import/resolver": {
       webpack: {
-        config: path.resolve(__dirname, "./rspack.main.config.js"),
         typescript: true,
       },
     },
@@ -180,7 +175,6 @@ module.exports = {
     {
       files: ["*.js", "*.jsx", "*.ts", "*.tsx"],
       rules: {
-        "jtag-missing-key": "error",
         "no-unconditional-metabase-links-render": "error",
         "no-color-literals": "error",
         "no-literal-metabase-strings": "error",
@@ -205,15 +199,12 @@ module.exports = {
         "enterprise/frontend/src/metabase-enterprise/whitelabel/**/*",
         "frontend/lint/**/*",
         "*.stories.*",
-        "**/.storybook/*",
         "stories-data.*",
         "e2e/**/*",
         "**/tests/*",
         "release/**/*",
+        "webpack.config.js",
         "rspack.config.js",
-        "rspack.main.config.js",
-        "rspack.embedding-sdk-package.config.js",
-        "rspack.embedding-sdk-bundle.config.js",
       ],
       rules: {
         "no-color-literals": "off",
@@ -230,7 +221,8 @@ module.exports = {
         "e2e/**/*",
         "**/tests/*",
         "release/**/*",
-        "rspack.main.config.js",
+        "webpack.config.js",
+        "rspack.config.js",
       ],
       rules: {
         "i18next/no-literal-string": "off",
@@ -341,11 +333,5 @@ module.exports = {
         "no-color-literals": "off",
       },
     },
-    {
-      files: ["frontend/build/**/*.js"],
-      rules: {
-        "import/no-commonjs": "off",
-      },
-    },
   ],
 };

.github/CODEOWNERS

@@ -1,13 +1,11 @@
 # Before changing this file, make sure you have read how we use it:
 # https://www.notion.so/metabase/Pull-Request-Code-Review-Guide-374f05df889748b69d67af753f9bc9b8?pvs=4#36550c04ceab40b5a8b8bee6264b090c
 
-enterprise/frontend/src/embedding-sdk-package @metabase/embedding
-enterprise/frontend/src/embedding-sdk-bundle @metabase/embedding
-enterprise/frontend/src/embedding-sdk-shared @metabase/embedding
+enterprise/frontend/src/embedding-sdk @metabase/embedding
 frontend/src/metabase/embedding-sdk @metabase/embedding
 frontend/src/metabase/public/containers/PublicOrEmbeddedQuestion @metabase/embedding
 frontend/src/metabase/public/containers/PublicOrEmbeddedDashboard @metabase/embedding
-frontend/src/metabase/ui @metabase/core-frontend-ux-west
+frontend/src/metabase/ui @metabase/core-frontend-admin-webapp
 # snowplow/* @metabase/data
 src/metabase/analytics/prometheus.clj @metabase/cloud-ops
 .github @metabase/devexp
@@ -22,8 +20,8 @@ docs/developers-guide # exclude from tech-writer ownership
 #
 
 # modules/drivers @metabase/drivers
-src/metabase/driver/sql_jdbc/actions.clj       @metabase/core-ux-east
-test/metabase/driver/sql_jdbc/actions_test.clj @metabase/core-ux-east
+src/metabase/driver/sql_jdbc/actions.clj       @metabase/core-workflows
+test/metabase/driver/sql_jdbc/actions_test.clj @metabase/core-workflows
 
 # enterprise/backend/src/metabase_enterprise/advanced_config @metabase/core-backend-admin-webapp
 # enterprise/backend/test/metabase_enterprise/advanced_config @metabase/core-backend-admin-webapp
@@ -55,8 +53,8 @@ test/metabase/driver/sql_jdbc/actions_test.clj @metabase/core-ux-east
 # enterprise/backend/src/metabase_enterprise/core @metabase/devexp
 # enterprise/backend/test/metabase_enterprise/core @metabase/devexp
 
-# enterprise/backend/src/metabase_enterprise/dashboard_subscription_filters @metabase/core-ux-east
-# enterprise/backend/test/metabase_enterprise/dashboard_subscription_filters @metabase/core-ux-east
+# enterprise/backend/src/metabase_enterprise/dashboard_subscription_filters @metabase/core-workflows
+# enterprise/backend/test/metabase_enterprise/dashboard_subscription_filters @metabase/core-workflows
 
 # enterprise/backend/src/metabase_enterprise/enhancements @metabase/core-backend-admin-webapp
 # enterprise/backend/test/metabase_enterprise/enhancements @metabase/core-backend-admin-webapp
@@ -73,11 +71,11 @@ test/metabase/driver/sql_jdbc/actions_test.clj @metabase/core-ux-east
 # enterprise/backend/src/metabase_enterprise/scim @metabase/core-backend-admin-webapp
 # enterprise/backend/test/metabase_enterprise/scim @metabase/core-backend-admin-webapp
 
-# enterprise/backend/src/metabase_enterprise/search ...
-# enterprise/backend/test/metabase_enterprise/search ...
+# enterprise/backend/src/metabase_enterprise/search @metabase/core-workflows
+# enterprise/backend/test/metabase_enterprise/search @metabase/core-workflows
 
-# enterprise/backend/src/metabase_enterprise/serialization @metabase/core-ux-east
-# enterprise/backend/test/metabase_enterprise/serialization @metabase/core-ux-east
+# enterprise/backend/src/metabase_enterprise/serialization @metabase/core-workflows
+# enterprise/backend/test/metabase_enterprise/serialization @metabase/core-workflows
 
 # enterprise/backend/src/metabase_enterprise/snippet_collections @metabase/core-backend-admin-webapp
 # enterprise/backend/test/metabase_enterprise/snippet_collections @metabase/core-backend-admin-webapp
@@ -97,8 +95,8 @@ test/metabase/driver/sql_jdbc/actions_test.clj @metabase/core-ux-east
 # enterprise/backend/src/metabase_enterprise/upload_management @metabase/core-backend-admin-webapp
 # enterprise/backend/test/metabase_enterprise/upload_management @metabase/core-backend-admin-webapp
 
-src/metabase/actions @metabase/core-ux-east
-test/metabase/actions @metabase/core-ux-east
+src/metabase/actions @metabase/core-backend-admin-webapp
+test/metabase/actions @metabase/core-backend-admin-webapp
 
 # src/metabase/activity_feed @metabase/core-backend-admin-webapp
 # test/metabase/activity_feed @metabase/core-backend-admin-webapp
@@ -124,11 +122,11 @@ test/metabase/actions @metabase/core-ux-east
 # src/metabase/cmd @metabase/devexp
 # test/metabase/cmd @metabase/devexp
 
-# src/metabase/channel @metabase/core-ux-east
-# test/metabase/channel @metabase/core-ux-east
+# src/metabase/channel @metabase/core-workflows
+# test/metabase/channel @metabase/core-workflows
 
-# src/metabase/cloud_migration ...
-# test/metabase/cloud_migration ...
+# src/metabase/cloud_migration @metabase/core-workflows
+# test/metabase/cloud_migration @metabase/core-workflows
 
 # src/metabase/cmd @metabase/devexp
 # test/metabase/cmd @metabase/devexp
@@ -160,8 +158,8 @@ test/metabase/actions @metabase/core-ux-east
 # src/metabase/indexed_entities @metabase/core-backend-querying
 # test/metabase/indexed_entities @metabase/core-backend-querying
 
-# src/metabase/integrations ...
-# test/metabase/integrations ...
+# src/metabase/integrations @metabase/core-workflows
+# test/metabase/integrations @metabase/core-workflows
 
 # src/metabase/legacy_mbql @metabase/core-backend-querying
 # test/metabase/legacy_mbql @metabase/core-backend-querying
@@ -184,8 +182,8 @@ test/metabase/actions @metabase/core-ux-east
 # src/metabase/moderation @metabase/core-backend-admin-webapp
 # test/metabase/moderation @metabase/core-backend-admin-webapp
 
-# src/metabase/notification @metabase/core-ux-east
-# test/metabase/notification @metabase/core-ux-east
+# src/metabase/notification @metabase/core-workflows
+# test/metabase/notification @metabase/core-workflows
 
 # src/metabase/permissions @metabase/core-backend-admin-webapp
 # test/metabase/permissions @metabase/core-backend-admin-webapp
@@ -202,8 +200,8 @@ test/metabase/actions @metabase/core-ux-east
 # src/metabase/public_sharing @metabase/core-backend-admin-webapp
 # test/metabase/public_sharing @metabase/core-backend-admin-webapp
 
-# src/metabase/pulse @metabase/core-ux-east
-# test/metabase/pulse @metabase/core-ux-east
+# src/metabase/pulse @metabase/core-workflows
+# test/metabase/pulse @metabase/core-workflows
 
 # src/metabase/query_analysis @metabase/core-backend-querying
 # test/metabase/query_analysis @metabase/core-backend-querying
@@ -220,8 +218,8 @@ test/metabase/actions @metabase/core-ux-east
 # src/metabase/sample_data @metabase/core-backend-admin-webapp
 # test/metabase/sample_data @metabase/core-backend-admin-webapp
 
-# src/metabase/search ...
-# test/metabase/search ...
+# src/metabase/search @metabase/core-workflows
+# test/metabase/search @metabase/core-workflows
 
 # src/metabase/segments @metabase/core-backend-querying
 # test/metabase/segments @metabase/core-backend-querying

.github/ISSUE_TEMPLATE/bug_report.yml

@@ -63,8 +63,7 @@ body:
     attributes:
       label: Information about your Metabase installation
       description: |
-        For versions >= 56, copy and paste the Diagnostic info from `Admin -> Tools -> Help`.
-        For versions < 56, copy and paste the Diagnostic info from `Admin -> Troubleshooting`.
+        Copy and paste the JSON from `Admin -> Troubleshooting`.
         _This will be automatically formatted into code, so no need for backticks._
       placeholder: |
         {"browser-info": {

.github/PULL_REQUEST_TEMPLATE.md

@@ -3,7 +3,7 @@
 
 > **Warning**
 >
-> If that is your first contribution to Metabase, please sign the [Contributor License Agreement](https://docs.google.com/a/metabase.com/forms/d/1oV38o7b9ONFSwuzwmERRMi9SYrhYeOrkbmNaq9pOJ_E/viewform). Also, if you're attempting to fix a translation issue, please submit your changes to our [Crowdin project](https://crowdin.com/project/metabase-i18n) instead of opening a PR.
+> If that is your first contribution to Metabase, please sign the [Contributor License Agreement](https://docs.google.com/a/metabase.com/forms/d/1oV38o7b9ONFSwuzwmERRMi9SYrhYeOrkbmNaq9pOJ_E/viewform) (unless it's a tiny documentation change). Also, if you're attempting to fix a translation issue, please submit your changes to our [Crowdin project](https://crowdin.com/project/metabase-i18n) instead of opening a PR.
 
 Closes https://github.com/metabase/metabase/issues/[issue_number]
 

.github/actions/await-port/action.yml

@@ -1,5 +1,4 @@
-name: await-port
-description: Wait for localhost port to be ready
+name: Wait for localhost port to be ready
 
 inputs:
   port:

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

@@ -1,36 +0,0 @@
-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/create-backport/action.yml

@@ -74,7 +74,7 @@ runs:
 
         git push -u origin ${BACKPORT_BRANCH}
 
-        BACKPORT_PR_URL=$(gh pr create --base "${TARGET_BRANCH}" --head "${BACKPORT_BRANCH}" --label "was-backported" --assignee "${{ github.event.pull_request.user.login }}" --title "🤖 backported \"${ORIGINAL_TITLE}\"" --body "${PR_BODY}")
+        BACKPORT_PR_URL=$(gh pr create --base "${TARGET_BRANCH}" --head "${BACKPORT_BRANCH}" --label "was-backported" --assignee "${GITHUB_ACTOR}" --title "🤖 backported \"${ORIGINAL_TITLE}\"" --body "${PR_BODY}")
         BACKPORT_PR_NUMBER=${BACKPORT_PR_URL##*/}
 
         echo "backport_pr_number=$BACKPORT_PR_NUMBER" >> $GITHUB_OUTPUT

.github/actions/fetch-artifact/action.yml

@@ -5,14 +5,6 @@ inputs:
   name:
     description: The name of the artifact to fetch
     required: true
-  output-name:
-    description: Optional custom name for the output jar file (defaults to metabase.jar)
-    required: false
-    default: "metabase.jar"
-  extract-path:
-    description: Directory path where the jar should be extracted (defaults to current directory)
-    required: false
-    default: "."
 
 runs:
   using: "composite"
@@ -33,7 +25,7 @@ runs:
           });
 
           if (!artifacts.data?.artifacts?.[0]?.id) {
-            throw new Error(`No artifacts found for ${{ inputs.name }}`);
+            throw new Error(`No artifacts found for ${{ inputs.commit }}`);
           }
 
           const artifact_id = artifacts.data.artifacts[0].id;
@@ -47,59 +39,25 @@ runs:
 
           fs.writeFileSync(`${process.env.GITHUB_WORKSPACE}/mb.zip`, Buffer.from(download.data));
 
-    - name: Extract and rename JAR
+    - name: unzip uberjar artifact
+      shell: bash
+      run: unzip mb.zip
+    - name: Move the Uberjar
       shell: bash
       run: | # bash
-        OUTPUT_NAME="${{ inputs.output-name }}"
-        EXTRACT_PATH="${{ inputs.extract-path }}"
-
-        # Create a temporary directory for extraction to avoid conflicts
-        TEMP_DIR=$(mktemp -d)
-
-        # Extract to temporary directory
-        unzip mb.zip -d "$TEMP_DIR"
-
-        # Create target directory
-        mkdir -p "$EXTRACT_PATH"
-
-        # Find the jar and move all files from its directory
-        if [ -e "$TEMP_DIR/metabase.jar" ]; then
-          # Move all files to extract path
-          mv "$TEMP_DIR"/* "$EXTRACT_PATH/" 2>/dev/null || true
-          # Rename the jar to custom name if different
-          if [ "$OUTPUT_NAME" != "metabase.jar" ]; then
-            mv "$EXTRACT_PATH/metabase.jar" "$EXTRACT_PATH/$OUTPUT_NAME"
-          fi
-        elif [ -e "$TEMP_DIR/target/uberjar/metabase.jar" ]; then
-          # Move all files from uberjar directory to extract path
-          mv "$TEMP_DIR/target/uberjar"/* "$EXTRACT_PATH/" 2>/dev/null || true
-          # Rename the jar to custom name if different
-          if [ "$OUTPUT_NAME" != "metabase.jar" ]; then
-            mv "$EXTRACT_PATH/metabase.jar" "$EXTRACT_PATH/$OUTPUT_NAME"
-          fi
+        if [ -e "metabase.jar" ]; then
+          echo "metabase.jar is already in the right place"
+        elif [ -e "target/uberjar/metabase.jar" ]; then
+            echo "moving metabase.jar to current directory"
+          mv target/uberjar/metabase.jar metabase.jar
         else
-          echo "Could not find metabase.jar in extracted files"
+          echo "Could not find the metabase.jar file"
           exit 1
         fi
 
-        # Clean up temporary directory
-        rm -rf "$TEMP_DIR"
-
-        # Set the JAR_PATH environment variable
-        if [ "$EXTRACT_PATH" == "." ]; then
-          echo "JAR_PATH=$OUTPUT_NAME" >> $GITHUB_ENV
-        else
-          echo "JAR_PATH=$EXTRACT_PATH/$OUTPUT_NAME" >> $GITHUB_ENV
-        fi
-
     - name: Verify that this is a valid JAR file
       shell: bash
-      run: |
-        echo "Verifying JAR at: $JAR_PATH"
-        file --mime-type "$JAR_PATH"
-
+      run: file --mime-type ./metabase.jar
     - name: Reveal its version.properties
       shell: bash
-      run: |
-        echo "Extracting version.properties from: $JAR_PATH"
-        jar xf "$JAR_PATH" version.properties && cat version.properties
+      run: jar xf metabase.jar version.properties && cat version.properties

.github/actions/get-docker-info/action.yml

@@ -1,74 +0,0 @@
-name: Get Docker Info
-description: Determines Docker repository and tag based on branch and edition
-
-inputs:
-  branch:
-    description: Branch name (defaults to current branch)
-    required: false
-    default: ${{ github.head_ref || github.ref_name }}
-  edition:
-    description: Edition (ee or oss)
-    required: false
-    default: ee
-  owner:
-    description: Repository owner (defaults to current repo owner)
-    required: false
-    default: ${{ github.repository_owner }}
-
-outputs:
-  repo:
-    description: Docker repository name
-    value: ${{ steps.docker-info.outputs.repo }}
-  tag:
-    description: Docker tag
-    value: ${{ steps.docker-info.outputs.tag }}
-  full_image:
-    description: Full Docker image name (repo:tag)
-    value: ${{ steps.docker-info.outputs.full_image }}
-  editions:
-    description: JSON array of editions to build
-    value: ${{ steps.docker-info.outputs.editions }}
-
-runs:
-  using: "composite"
-  steps:
-    - name: Determine Docker info
-      id: docker-info
-      uses: actions/github-script@v7
-      with:
-        script: | # js
-          const branch = '${{ inputs.branch }}';
-          const edition = '${{ inputs.edition }}';
-          const owner = '${{ inputs.owner }}';
-
-          console.log(`Determining Docker info for branch: ${branch}, edition: ${edition}`);
-
-          let repo, tag, editions;
-
-          if (branch === 'master') {
-            // Master builds both editions with specific repos
-            editions = ['ee', 'oss'];
-            tag = 'latest';
-
-            if (edition === 'ee') {
-              repo = `${owner}/metabase-enterprise-head`;
-            } else {
-              repo = `${owner}/metabase-head`;
-            }
-          } else {
-            // All other branches only build EE to metabase-dev
-            editions = ['ee'];
-            tag = branch.replaceAll('/', '-'); // slashes make docker sad
-            repo = `${owner}/metabase-dev`;
-          }
-
-          const fullImage = `${repo}:${tag}`;
-
-          // Set outputs
-          core.setOutput('repo', repo);
-          core.setOutput('tag', tag);
-          core.setOutput('full_image', fullImage);
-          core.setOutput('editions', JSON.stringify(editions));
-
-          console.log(`Docker image: ${fullImage}`);
-          console.log(`Editions: ${JSON.stringify(editions)}`);

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

@@ -1,7 +1,4 @@
 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.
 inputs:
   java-version:
     required: true
@@ -24,14 +21,9 @@ runs:
         distribution: 'temurin'
     - name: Install Clojure CLI
       shell: bash
-      continue-on-error: true
       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"

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

@@ -1,27 +0,0 @@
-name: Setup Python Runner
-description: Setup python-runner for tests
-inputs:
-  metabase-automation-token:
-    description: Token for accessing the python-runner repository
-    required: true
-  python-runner-version:
-    description: Git tag or commit of the python-runner repository to checkout
-    required: false
-    default: 'v0.0.1'
-runs:
-  using: composite
-  steps:
-    - name: Clone and setup python-runner
-      run: |
-        echo "Cloning python-runner repository..."
-        git clone --depth 1 --branch ${{ inputs.python-runner-version }} \
-          https://${{ inputs.metabase-automation-token }}@github.com/metabase/python-runner-container.git python-runner
-
-        echo "Starting python-runner..."
-        cd python-runner
-        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 ..
-      shell: bash
-      env:
-        METABASE_AUTOMATION_USER_TOKEN: ${{ inputs.metabase-automation-token }}

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

@@ -1,5 +1,4 @@
 name: Test database driver
-description: Test database driver
 inputs:
   junit-name:
     required: true
@@ -40,7 +39,7 @@ runs:
         list-tests: failed
         fail-on-error: false
     - name: Upload Logs on Failure
-      if: always() && !success()
+      if: failure()
       uses: actions/upload-artifact@v4
       with:
         name: test-logs-${{ github.job }}

.github/actions/upgrade-backend-deps/action.yml

@@ -11,7 +11,4 @@ runs:
       env:
         GITHUB_TOKEN: ${{ inputs.github-token }}
       shell: bash
-      run: |
-        git config --global user.email "github-automation@metabase.com"
-        git config --global user.name "Metabase Automation"
-        bash ${{ github.action_path }}/upgrade-deps.sh
+      run: bash ${{ github.action_path }}/upgrade-deps.sh

.github/actions/upgrade-backend-deps/upgrade-deps.sh

@@ -59,11 +59,6 @@ for upgrade in $UPGRADES; do
 
     # Commit the dependency update, and link to the diff
     git add deps.edn modules
-
-    # Use an email and name that will pass the CLA check:
-    git config --global user.email "github-automation@metabase.com"
-    git config --global user.name "Metabase Automation"
-
     git commit -m ${TITLE} -m ${BODY} --no-verify
     git push -u origin $BRANCH_NAME
 

.github/copilot-instructions.md

@@ -1,52 +0,0 @@
-# Metabase Developer Assistant Instructions
-
-## Frontend Development
-
-### Repository Structure
-
-```
-frontend/src/
-├── metabase/           # Main application components and pages
-├── metabase-lib/       # Query building and data modeling utilities
-├── metabase-types/     # TypeScript type definitions
-└── metabase/ui/        # Design system components
-
-e2e/                    # Cypress end-to-end tests
-frontend/test/          # Jest unit tests
-```
-
-### Technology Stack
-
-- **Framework**: React 18 with TypeScript
-- **State**: Redux Toolkit
-- **Styling**: CSS Modules (preferred) > Emotion styled-components
-- **UI**: `metabase/ui` components built with Mantine v8
-- **Build**: Rspack (primary), Webpack (legacy)
-- **Testing**: Jest + React Testing Library, Cypress
-
-### Coding Standards
-
-#### Component Preferences
-
-- Prefer `metabase/ui`components over `metabase/common/components`
-- Use `.tsx` for components, `.ts` for utilities
-
-#### Styling
-
-ALWAYS prefer Mantine style props,then CSS modules. DO NOT suggest styled components, they are deprecated.
-
-#### TypeScript Migration
-
-When heavily editing `.js`/`.jsx` files, create a separate PR to convert to TypeScript first, then implement changes.
-
-#### Enterprise Features
-
-Enterprise functionality MUST use the plugin system. It is very important to not expose enterprise code in the OSS version.
-
-#### Testing Requirements
-
-All PRs should include tests. Prefer Unit tests over E2E tests.
-
-#### Localization
-
-All user-facing strings MUST be localized using the ttag library. Localized strings should be complete phrases, do not concatenate a few separately localized strings. You should add context to strings where the meaning of the string might not be obvious in isolation: e.g. "Home" might have different words in some languages depending on whether you're talking about a dwelling or the landing page for a website.

.github/file-paths.yaml

@@ -29,10 +29,9 @@ frontend_configs: &frontend_configs
   - ".eslintrc.js"
   - "postcss.config.js"
   - "rspack.config.js"
-  - "rspack.main.config.js"
-  - "rspack.embedding-sdk-package.config.js"
-  - "rspack.embedding-sdk-bundle.config.js"
-  - "rspack.static-viz.config.js"
+  - "webpack.config.js"
+  - "webpack.embedding-sdk.config.js"
+  - "webpack.static-viz.config.js"
   - ".nvmrc"
 
 frontend_sources: &frontend_sources
@@ -41,17 +40,10 @@ frontend_sources: &frontend_sources
   - "enterprise/frontend/!(test)**/**/{!(*.spec),}.{js,jsx,ts,tsx,css}"
   - "frontend/!(test)**/**/{!(*.spec),}.{js,jsx,ts,tsx,css}"
 
-frontend_embedding_sources:
-  - "enterprise/frontend/src/{embedding,embedding-*}/**/{!(*.spec),}.{js,jsx,ts,tsx,css}"
-  - "enterprise/frontend/src/metabase-enterprise/{embedding,embedding-*}**/{!(*.spec),}.{js,jsx,ts,tsx,css}"
-
 frontend_embedding_sdk_sources:
   - *frontend_configs
   - "enterprise/frontend/!(test)**/**/{!(*.spec),}.{js,jsx,ts,tsx,css}"
 
-frontend_embedding_sdk_package_sources:
-  - "enterprise/frontend/src/embedding-sdk-package/**/!(*.spec).{js,jsx,ts,tsx,css}"
-
 frontend_specs: &frontend_specs
   - *shared_specs
   - "frontend/test/**"
@@ -140,22 +132,20 @@ e2e_embedding_sdk_compatibility:
   - *default
   - *frontend_embedding_sdk_ci
   - *frontend_sources
-  - *backend_sources
   - "e2e/embedding-sdk-host-apps/**"
   - "e2e/runner/embedding-sdk/**"
   - "e2e/test-host-app/**/*.cy.*.{js,ts}"
 
-snowplow: &snowplow
-  - ".github/workflows/snowplow.yml"
-  - "snowplow/**"
-
 e2e_all:
   - *default
   - *e2e_ci
   - *sources
   - *e2e_specs
   - "e2e/**"
-  - *snowplow
+
+snowplow:
+  - ".github/workflows/snowplow.yml"
+  - "snowplow/**"
 
 documentation:
   - "docs/**"

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

@@ -1,172 +0,0 @@
-const fs = require("fs");
-const path = require("path");
-const { execSync } = require("child_process");
-
-const collectAndAverageTimings = async ({
-  github,
-  context,
-  daysBack = 7,
-  existingTimingsPath = "e2e/support/timings.json",
-}) => {
-  try {
-    const artifacts = await findMergedTimingArtifacts({
-      github,
-      context,
-      daysBack,
-    });
-
-    if (artifacts.length === 0) {
-      throw new Error("No timing artifacts found in the specified time range");
-    }
-
-    const timingData = await downloadAndExtractArtifacts(
-      artifacts,
-      token,
-      github,
-      context,
-    );
-
-    if (timingData.length === 0) {
-      throw new Error("No valid timing data extracted from artifacts");
-    }
-
-    const averagedTimings = averageTimings(timingData);
-    averagedTimings.durations.sort((a, b) => a.spec.localeCompare(b.spec));
-
-    fs.writeFileSync(
-      existingTimingsPath,
-      JSON.stringify(averagedTimings, null, 2),
-    );
-    console.log(`✅ Updated ${existingTimingsPath} with new timing data`);
-
-    return { artifactCount: timingData.length };
-  } catch (error) {
-    console.error("❌ Error in collectAndAverageTimings:", error.message);
-    throw error;
-  }
-};
-
-const findMergedTimingArtifacts = async ({ github, context, daysBack }) => {
-  const cutoffDate = new Date();
-  cutoffDate.setDate(cutoffDate.getDate() - daysBack);
-
-  console.log(
-    `Searching for merged timing artifacts created after ${cutoffDate.toISOString()}`,
-  );
-
-  const artifacts = [];
-  let page = 1;
-
-  while (true) {
-    try {
-      const { data } = await github.rest.actions.listArtifactsForRepo({
-        owner: context.repo.owner,
-        repo: context.repo.repo,
-        name: "merged-e2e-timings",
-        per_page: 100,
-        page,
-      });
-
-      const validArtifacts = data.artifacts
-        .filter((a) => new Date(a.created_at) > cutoffDate && !a.expired)
-        .map(({ name, created_at, id }) => ({ name, created_at, id }));
-      artifacts.push(...validArtifacts);
-
-      if (
-        data.artifacts.some((a) => new Date(a.created_at) <= cutoffDate) ||
-        data.artifacts.length < 100
-      ) {
-        break;
-      }
-      page++;
-    } catch (error) {
-      console.log(
-        `Error fetching artifacts page ${page - 1}: ${error.message}`,
-      );
-      break;
-    }
-  }
-
-  console.log(`Found ${artifacts.length} merged timing artifacts total`);
-  return artifacts;
-};
-
-const downloadAndExtractArtifacts = async (artifacts, github, context) => {
-  const tempDir = "timing-artifacts-temp";
-  fs.mkdirSync(tempDir, { recursive: true });
-
-  const timingData = [];
-
-  for (const artifact of artifacts) {
-    try {
-      console.log(`Downloading artifact: ${artifact.name}`);
-
-      const zipPath = path.join(tempDir, `${artifact.name}.zip`);
-      const extractPath = path.join(tempDir, artifact.name);
-
-      const { data } = await github.rest.actions.downloadArtifact({
-        owner: context.repo.owner,
-        repo: context.repo.repo,
-        artifact_id: artifact.id,
-        archive_format: "zip",
-      });
-
-      fs.writeFileSync(zipPath, Buffer.from(data));
-      fs.mkdirSync(extractPath, { recursive: true });
-      execSync(`unzip -q "${zipPath}" -d "${extractPath}"`);
-
-      const timingFilePath = path.join(extractPath, "runTimings.json");
-
-      if (fs.existsSync(timingFilePath)) {
-        const content = JSON.parse(fs.readFileSync(timingFilePath, "utf8"));
-
-        if (content.durations?.length) {
-          timingData.push(content);
-          console.log(
-            `✅ Extracted timing data from ${artifact.name} (${content.durations.length} specs)`,
-          );
-        } else {
-          console.log(`⚠ Invalid timing data structure in ${artifact.name}`);
-        }
-      } else {
-        console.log(`⚠ No timing data found in ${artifact.name}`);
-      }
-
-      fs.rmSync(extractPath, { recursive: true });
-    } catch (error) {
-      console.log(`❌ Error processing ${artifact.name}: ${error.message}`);
-    }
-  }
-
-  fs.rmSync(tempDir, { recursive: true });
-
-  console.log(
-    `Successfully extracted timing data from ${timingData.length}/${artifacts.length} artifacts`,
-  );
-  return timingData;
-};
-
-const averageTimings = (timingDataArray) => {
-  if (!timingDataArray.length) {
-    throw new Error("No timing data to process");
-  }
-
-  const specTimings = timingDataArray
-    .flatMap((data) => data.durations)
-    .filter((item) => item.spec && typeof item.duration === "number")
-    .reduce((acc, { spec, duration }) => {
-      (acc[spec] = acc[spec] || []).push(duration);
-      return acc;
-    }, {});
-
-  const durations = Object.entries(specTimings).map(([spec, durations]) => ({
-    spec,
-    duration: Math.round(
-      durations.reduce((sum, d) => sum + d, 0) / durations.length,
-    ),
-  }));
-
-  return { durations };
-};
-
-module.exports = { collectAndAverageTimings, averageTimings };

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

@@ -1,132 +0,0 @@
-const { averageTimings } = require("./average-e2e-timings");
-
-describe("averageTimings", () => {
-  it("should throw error when given empty array", () => {
-    expect(() => averageTimings([])).toThrow("No timing data to process");
-  });
-
-  it("should work for n=1", () => {
-    const input = [
-      {
-        durations: [
-          { spec: "test1.cy.js", duration: 1000 },
-          { spec: "test2.cy.js", duration: 2000 },
-        ],
-      },
-    ];
-
-    const result = averageTimings(input);
-
-    expect(result.durations).toHaveLength(2);
-    expect(result.durations).toContainEqual({
-      spec: "test1.cy.js",
-      duration: 1000,
-    });
-    expect(result.durations).toContainEqual({
-      spec: "test2.cy.js",
-      duration: 2000,
-    });
-  });
-
-  it("should calculate average for multiple specs", () => {
-    const input = [
-      {
-        durations: [
-          { spec: "test1.cy.js", duration: 1000 },
-          { spec: "test2.cy.js", duration: 2000 },
-        ],
-      },
-      {
-        durations: [
-          { spec: "test1.cy.js", duration: 2000 },
-          { spec: "test2.cy.js", duration: 4000 },
-        ],
-      },
-    ];
-
-    const result = averageTimings(input);
-
-    expect(result.durations).toHaveLength(2);
-    expect(result.durations).toContainEqual({
-      spec: "test1.cy.js",
-      duration: 1500,
-    });
-    expect(result.durations).toContainEqual({
-      spec: "test2.cy.js",
-      duration: 3000,
-    });
-  });
-
-  it("should round averages to nearest integer", () => {
-    const input = [
-      {
-        durations: [{ spec: "test1.cy.js", duration: 1001 }],
-      },
-      {
-        durations: [{ spec: "test1.cy.js", duration: 1002 }],
-      },
-    ];
-
-    const result = averageTimings(input);
-
-    expect(result.durations[0].duration).toBe(1002);
-  });
-
-  it("should ignore invalid entries", () => {
-    const input = [
-      {
-        durations: [
-          { spec: "test1.cy.js", duration: 1000 },
-          { spec: "test2.cy.js", duration: "invalid" },
-          { duration: 2000 }, // missing spec
-          { spec: "test3.cy.js", duration: 3000 },
-        ],
-      },
-    ];
-
-    const result = averageTimings(input);
-
-    expect(result.durations).toHaveLength(2);
-    expect(result.durations).toContainEqual({
-      spec: "test1.cy.js",
-      duration: 1000,
-    });
-    expect(result.durations).toContainEqual({
-      spec: "test3.cy.js",
-      duration: 3000,
-    });
-  });
-
-  it("should handle merging different specs", () => {
-    const input = [
-      {
-        durations: [
-          { spec: "test1.cy.js", duration: 1000 },
-          { spec: "test2.cy.js", duration: 2000 },
-        ],
-      },
-      {
-        durations: [
-          { spec: "test1.cy.js", duration: 3000 },
-          { spec: "test3.cy.js", duration: 1000 },
-        ],
-      },
-    ];
-
-    const result = averageTimings(input);
-
-    expect(result.durations).toHaveLength(3);
-    expect(result.durations).toContainEqual({
-      spec: "test1.cy.js",
-      duration: 2000,
-    });
-    expect(result.durations).toContainEqual({
-      spec: "test2.cy.js",
-      duration: 2000,
-    });
-    expect(result.durations).toContainEqual({
-      spec: "test3.cy.js",
-      duration: 1000,
-    });
-  });
-});

.github/scripts/conventional-commit-pr-title-reminder/utils.js

@@ -1,66 +1,24 @@
-const TYPES = new Set([
-  "feat",
-  "fix",
-  "perf",
-  "docs",
-  "style",
-  "refactor",
-  "test",
-  "build",
-  "ci",
-]);
-
-/**
- * @param title {string}
- */
-function isConventionalTitle(title) {
-  const match = /^(?<type>\w+)\((?<rawScopes>[^)]+)\):/.exec(title);
-
-  if (!match) {
-    return false;
-  }
-
-  const [, type, rawScopes] = match;
-  const scopes = rawScopes
-    .split(",")
-    .map((scope) => scope.trim())
-    .filter(Boolean);
-
-  return TYPES.has(type) && scopes.length > 0;
-}
+exports.updateComment = updateComment;
 
 /** @param {import('@types/github-script').AsyncFunctionArguments} AsyncFunctionArguments */
-async function updateCommentForEmbedding({ github, context }) {
+async function updateComment({ github, context }) {
   const githubUsername = context.payload.sender.login;
-
-  const comment = `${CONVENTIONAL_COMMENT_IDENTIFIER}
-@${githubUsername} You have modified embedding code. Please make sure the PR title follows [Conventional Commits](https://www.conventionalcommits.org/en/v1.0.0/) style.
-Here are all the supported types:
+  const comment = `${CONVENTIONAL_COMMIT_REMINDER_COMMENT_IDENTIFIER}
+@${githubUsername} You have modified embedding SDK code. Please make sure the PR title follows [Conventional Commits](https://www.conventionalcommits.org/en/v1.0.0/) style.
+Here are all the supported types that will be shown in the changelog:
 - \`feat\`
 - \`fix\`
 - \`perf\`
-- \`docs\`
-- \`style\`
-- \`refactor\`
-- \`test\`
-- \`build\`
-- \`ci\`
 
-Please also make sure to include a scope.
+These types \`docs\`, \`style\`, \`refactor\`, \`test\`, \`build\`, and \`ci\` are also encouraged for non-changelog related tasks.
+
+Please also make sure to include \`sdk\` scope, otherwise, the changelog will not include this task.
 
 For example, these are valid PR titles:
-- \`feat(sdk-bundle): Add interactive dashboard component\`
-- \`fix(sdk-package): Fixed MetabaseProviderPropsStore logic\`
-- \`fix(sdk-package, embed-js): Fix API\``;
+- \`feat(sdk): Add interactive dashboard component\`
+- \`feat(sdk): Support theming pie chart\`
+- \`fix(sdk): Fix static dashboard crash\``;
 
-  return updateComment(comment, { github, context });
-}
-
-/**
- * @param comment {string}
- * @param {import('@types/github-script').AsyncFunctionArguments} AsyncFunctionArguments
- */
-async function updateComment(comment, { github, context }) {
   const owner = context.repo.owner;
   const repo = context.repo.repo;
   const pullRequestNumber = context.issue.number;
@@ -91,19 +49,20 @@ async function updateComment(comment, { github, context }) {
   }
 }
 
-const CONVENTIONAL_COMMENT_IDENTIFIER =
-  "<!---conventional comment identifier-->";
-
+const CONVENTIONAL_COMMIT_REMINDER_COMMENT_IDENTIFIER =
+  "<!---conventional commit reminder comment ID-->";
 /**
- * @param comments {{body: string}[]}
+ * @typedef Comment
+ * @property {string} body
+ *
+ * @param {Comment[]} comments
  */
 function getExistingConventionalCommitReminderComment(comments) {
   for (const comment of comments) {
-    if (comment.body.startsWith(CONVENTIONAL_COMMENT_IDENTIFIER)) {
+    if (
+      comment.body.startsWith(CONVENTIONAL_COMMIT_REMINDER_COMMENT_IDENTIFIER)
+    ) {
       return comment;
     }
   }
 }
-
-exports.isConventionalTitle = isConventionalTitle;
-exports.updateCommentForEmbedding = updateCommentForEmbedding;

.github/scripts/conventional-commit-pr-title-reminder/utils.unit.spec.js

@@ -1,45 +0,0 @@
-const { isConventionalTitle } = require("./utils");
-
-describe("isConventionalTitle", () => {
-  it("returns true for a simple conventional commit", () => {
-    expect(isConventionalTitle("feat: add new feature")).toBe(false);
-  });
-
-  it("returns true for a commit with a scope", () => {
-    expect(isConventionalTitle("fix(api): correct API bug")).toBe(true);
-  });
-
-  it("returns true for a commit with multiple scopes, comma separated", () => {
-    expect(isConventionalTitle("feat(build,deps): update dependencies")).toBe(
-      true,
-    );
-  });
-
-  it("returns true for a commit with multiple scopes, comma separated with space", () => {
-    expect(isConventionalTitle("feat(build, deps): update dependencies")).toBe(
-      true,
-    );
-  });
-
-  it("returns false for a commit with round brackets in a message", () => {
-    expect(isConventionalTitle("feat: (something) update dependencies")).toBe(
-      false,
-    );
-  });
-
-  it("returns false for missing colon", () => {
-    expect(isConventionalTitle("feat add feature")).toBe(false);
-  });
-
-  it("returns false for invalid type", () => {
-    expect(isConventionalTitle("invalidType: some message")).toBe(false);
-  });
-
-  it("returns false for empty message", () => {
-    expect(isConventionalTitle("feat:")).toBe(false);
-  });
-
-  it("returns false for empty input", () => {
-    expect(isConventionalTitle("")).toBe(false);
-  });
-});

.github/scripts/extract-changed-timings.js

@@ -1,39 +0,0 @@
-const extractChangedTimings = ({ oldTimings, newTimings }) => {
-  const oldTimingMap =
-    oldTimings.durations?.reduce((map, item) => {
-      if (item.spec) {
-        map[item.spec] = item.duration;
-      }
-      return map;
-    }, {}) || {};
-
-  const changedDurations = newTimings.durations
-    .filter((item) => {
-      if (!item || !item.spec || typeof item.duration !== "number") {
-        return false;
-      }
-      const newSpec = convertPathFormat(item.spec);
-      const oldDuration = oldTimingMap[newSpec] || oldTimingMap[item.spec];
-      // Include if it's a new spec or the duration has changed
-      return oldDuration === undefined || oldDuration !== item.duration;
-    })
-    .map((item) => ({
-      spec: convertPathFormat(item.spec),
-      duration: item.duration,
-    }));
-
-  return {
-    changedTimings: { durations: changedDurations },
-    hasChanges: changedDurations.length > 0,
-  };
-};
-
-// Convert cypress-split path format to timings.json path format
-// from "e2e/test/scenarios/..." to "../test/scenarios/..."
-function convertPathFormat(specPath) {
-  return specPath.startsWith("e2e/test/")
-    ? specPath.replace("e2e/test/", "../test/")
-    : specPath;
-}
-
-module.exports = { extractChangedTimings };

.github/scripts/extract-changed-timings.unit.spec.js

@@ -1,195 +0,0 @@
-const { extractChangedTimings } = require("./extract-changed-timings");
-
-describe("extractChangedTimings", () => {
-  it("should return empty durations when no changes", () => {
-    const oldTimings = {
-      durations: [
-        { spec: "test1.cy.js", duration: 1000 },
-        { spec: "test2.cy.js", duration: 2000 },
-      ],
-    };
-
-    const newTimings = {
-      durations: [
-        { spec: "test1.cy.js", duration: 1000 },
-        { spec: "test2.cy.js", duration: 2000 },
-      ],
-    };
-
-    const result = extractChangedTimings({ oldTimings, newTimings });
-
-    expect(result.changedTimings.durations).toHaveLength(0);
-    expect(result.hasChanges).toBe(false);
-  });
-
-  it("should detect new specs", () => {
-    const oldTimings = {
-      durations: [{ spec: "test1.cy.js", duration: 1000 }],
-    };
-
-    const newTimings = {
-      durations: [
-        { spec: "test1.cy.js", duration: 1000 },
-        { spec: "test2.cy.js", duration: 2000 },
-      ],
-    };
-
-    const result = extractChangedTimings({ oldTimings, newTimings });
-
-    expect(result.changedTimings.durations).toHaveLength(1);
-    expect(result.changedTimings.durations[0]).toEqual({
-      spec: "test2.cy.js",
-      duration: 2000,
-    });
-    expect(result.hasChanges).toBe(true);
-  });
-
-  it("should detect duration changes", () => {
-    const oldTimings = {
-      durations: [
-        { spec: "test1.cy.js", duration: 1000 },
-        { spec: "test2.cy.js", duration: 2000 },
-      ],
-    };
-
-    const newTimings = {
-      durations: [
-        { spec: "test1.cy.js", duration: 1000 },
-        { spec: "test2.cy.js", duration: 2200 },
-      ],
-    };
-
-    const result = extractChangedTimings({ oldTimings, newTimings });
-
-    expect(result.changedTimings.durations).toHaveLength(1);
-    expect(result.changedTimings.durations[0]).toEqual({
-      spec: "test2.cy.js",
-      duration: 2200,
-    });
-    expect(result.hasChanges).toBe(true);
-  });
-
-  it("should handle missing old timings", () => {
-    const oldTimings = { durations: [] };
-
-    const newTimings = {
-      durations: [
-        { spec: "test1.cy.js", duration: 1000 },
-        { spec: "test2.cy.js", duration: 2000 },
-      ],
-    };
-
-    const result = extractChangedTimings({ oldTimings, newTimings });
-
-    // All timings should be considered "changed" since old timings is empty
-    expect(result.changedTimings.durations).toHaveLength(2);
-    expect(result.changedTimings.durations).toContainEqual({
-      spec: "test1.cy.js",
-      duration: 1000,
-    });
-    expect(result.changedTimings.durations).toContainEqual({
-      spec: "test2.cy.js",
-      duration: 2000,
-    });
-    expect(result.hasChanges).toBe(true);
-  });
-
-  it("should handle invalid timing entries", () => {
-    const oldTimings = {
-      durations: [{ spec: "test1.cy.js", duration: 1000 }],
-    };
-
-    const newTimings = {
-      durations: [
-        { spec: "test1.cy.js", duration: 1000 },
-        { spec: "test2.cy.js", duration: "invalid" },
-        { duration: 2000 }, // missing spec
-        { spec: "test3.cy.js", duration: 3000 },
-      ],
-    };
-
-    const result = extractChangedTimings({ oldTimings, newTimings });
-
-    // Only test3.cy.js should be included (new spec with valid data)
-    expect(result.changedTimings.durations).toHaveLength(1);
-    expect(result.changedTimings.durations[0]).toEqual({
-      spec: "test3.cy.js",
-      duration: 3000,
-    });
-    expect(result.hasChanges).toBe(true);
-  });
-
-  it("should handle timing data with different specs", () => {
-    const oldTimings = {
-      durations: [
-        { spec: "test1.cy.js", duration: 1000 },
-        { spec: "test2.cy.js", duration: 2000 },
-      ],
-    };
-
-    const newTimings = {
-      durations: [
-        { spec: "test1.cy.js", duration: 3000 },
-        { spec: "test3.cy.js", duration: 1000 },
-      ],
-    };
-
-    const result = extractChangedTimings({ oldTimings, newTimings });
-
-    expect(result.changedTimings.durations).toHaveLength(2);
-    expect(result.changedTimings.durations).toContainEqual({
-      spec: "test1.cy.js",
-      duration: 3000,
-    });
-    expect(result.changedTimings.durations).toContainEqual({
-      spec: "test3.cy.js",
-      duration: 1000,
-    });
-    expect(result.hasChanges).toBe(true);
-  });
-
-  it("should convert cypress-split paths to relative paths", () => {
-    const oldTimings = {
-      durations: [
-        {
-          spec: "../test/scenarios/dashboard/dashboard.cy.spec.js",
-          duration: 1000,
-        },
-        {
-          spec: "../test/scenarios/admin/databases.cy.spec.js",
-          duration: 2000,
-        },
-      ],
-    };
-
-    const newTimings = {
-      durations: [
-        {
-          spec: "e2e/test/scenarios/dashboard/dashboard.cy.spec.js",
-          duration: 1200,
-        },
-        {
-          spec: "e2e/test/scenarios/admin/databases.cy.spec.js",
-          duration: 2000,
-        },
-        {
-          spec: "e2e/test/scenarios/collections/collections.cy.spec.js",
-          duration: 1500,
-        },
-      ],
-    };
-
-    const result = extractChangedTimings({ oldTimings, newTimings });
-
-    expect(result.changedTimings.durations).toHaveLength(2);
-    expect(result.changedTimings.durations).toContainEqual({
-      spec: "../test/scenarios/dashboard/dashboard.cy.spec.js",
-      duration: 1200,
-    });
-    expect(result.changedTimings.durations).toContainEqual({
-      spec: "../test/scenarios/collections/collections.cy.spec.js",
-      duration: 1500,
-    });
-    expect(result.hasChanges).toBe(true);
-  });
-});

.github/scripts/get-issue-data.js

@@ -1,84 +0,0 @@
-const githubSlackMap = require("../../release/github-slack-map.json");
-
-async function getIssueData({ context, github, manualIssueNumber }) {
-  let issueNumber;
-  let issueData;
-  let prReviews = [];
-  const triggerType = context.eventName;
-
-  if (context.eventName === "issues") {
-    issueNumber = context.payload.issue.number;
-    issueData = context.payload.issue;
-  } else if (context.eventName === "workflow_dispatch") {
-    issueNumber = parseInt(manualIssueNumber);
-    const { data } = await github.rest.issues.get({
-      owner: context.repo.owner,
-      repo: context.repo.repo,
-      issue_number: issueNumber,
-    });
-    issueData = data;
-  } else if (context.eventName === "pull_request_review") {
-    const prNumber = context.payload.pull_request.number;
-    const { data: prData } = await github.rest.pulls.get({
-      owner: context.repo.owner,
-      repo: context.repo.repo,
-      pull_number: prNumber,
-    });
-
-    // Extract issue number from branch name (e.g., "claude-fix/issue-12345-some-title")
-    const branchMatch = prData.head.ref.match(/claude-fix\/issue-(\d+)/);
-    if (!branchMatch) {
-      throw new Error(
-        `Could not extract issue number from branch name: ${prData.head.ref}`,
-      );
-    }
-
-    issueNumber = parseInt(branchMatch[1]);
-
-    const { data } = await github.rest.issues.get({
-      owner: context.repo.owner,
-      repo: context.repo.repo,
-      issue_number: issueNumber,
-    });
-    issueData = data;
-
-    const { data: reviews } = await github.rest.pulls.listReviews({
-      owner: context.repo.owner,
-      repo: context.repo.repo,
-      pull_number: prNumber,
-    });
-
-    prReviews = reviews.filter(
-      (review) =>
-        review.state === "CHANGES_REQUESTED" &&
-        isMetabaseMember(review.user.login),
-    );
-  }
-
-  const { data: comments } = await github.rest.issues.listComments({
-    owner: context.repo.owner,
-    repo: context.repo.repo,
-    issue_number: issueNumber,
-  });
-
-  const employeeComments = comments.filter((comment) =>
-    isMetabaseMember(comment.user.login),
-  );
-
-  return {
-    issueNumber,
-    issueData,
-    employeeComments,
-    prReviews,
-    triggerType,
-    isIssueAuthorEmployee: isMetabaseMember(issueData.user.login),
-  };
-}
-
-function isMetabaseMember(username) {
-  return username in githubSlackMap;
-}
-
-module.exports = {
-  getIssueData,
-};

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

@@ -1,30 +0,0 @@
-#!/bin/bash
-set -e
-
-# Parse command line arguments
-SKIP_START=false
-
-while [[ $# -gt 0 ]]; do
-  case $1 in
-    --skip-start)
-      SKIP_START=true
-      shift
-      ;;
-    *)
-      echo "Unknown option: $1"
-      echo "Usage: $0 [--skip-start]"
-      exit 1
-      ;;
-  esac
-done
-
-echo "Cloning python-runner repository..."
-git clone --depth 1 https://${METABASE_AUTOMATION_USER_TOKEN}@github.com/metabase/python-runner-container.git python-runner
-
-if [ "$SKIP_START" = false ]; then
-  echo "Starting python-runner..."
-  cd python-runner
-  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

@@ -8,11 +8,21 @@
         "romeovs",
         "bshepherdson",
         "metamben",
+        "uladzimirdev",
         "wzimrin",
         "ericnormand",
         "galdre"
       ]
     },
+    {
+      "name": "Semantic Layer",
+      "label": ".Team/SemanticLayer",
+      "members": [
+        "kamilmielnik",
+        "lbrdnk",
+        "bronsa"
+      ]
+    },
     {
       "name": "Drivers",
       "label": ".Team/Drivers",
@@ -26,6 +36,7 @@
       "label": ".Team/Embedding",
       "members": [
         "WiNloSt",
+        "oisincoveney",
         "npretto",
         "heypoom",
         "sanex3339",
@@ -39,18 +50,31 @@
         "qnkhuat",
         "piranha",
         "crisptrutski",
+        "deniskaber",
         "spalt08",
-        "stasgavrylov",
-        "uladzimirdev",
-        "kulyk",
-        "kamilmielnik"
+        "stasgavrylov"
       ]
     },
     {
       "name": "Admin Webapp",
       "label": ".Team/AdminWebapp",
       "members": [
-        "eliotmetabase"
+        "npfitz",
+        "johnswanson",
+        "rafpaf",
+        "iethree",
+        "nvoxland",
+        "fraserdrops",
+        "edpaget"
+      ]
+    },
+    {
+      "name": "DashViz",
+      "label": ".Team/DashViz",
+      "members": [
+        "alxnddr",
+        "kulyk",
+        "bpander"
       ]
     },
     {
@@ -71,19 +95,13 @@
         "sloansparger",
         "somtom",
         "wotbrew",
-        "tsplude",
-        "lbrdnk",
-        "bronsa"
+        "tsplude"
       ]
     },
     {
       "name": "Product Growth",
       "label": ".Team/ProductGrowth",
-      "members": [
-        "nemanjaglumac",
-        "chodorowicz",
-        "andsalves"
-      ]
+      "members": ["nemanjaglumac", "chodorowicz"]
     },
     {
       "name": "Cloud",
@@ -91,28 +109,6 @@
       "members": [
         "filipesilva"
       ]
-    },
-    {
-      "name": "DashViz",
-      "label": ".Team/DashViz",
-      "members": [
-        "eliotmetabase"
-      ]
-    },
-    {
-      "name": "UX West",
-      "label": ".Team/UXWest",
-      "members": [
-        "eliotmetabase",
-        "npfitz",
-        "johnswanson",
-        "iethree",
-        "nvoxland",
-        "edpaget",
-        "deniskaber",
-        "alxnddr",
-        "bpander"
-      ]
     }
   ]
 }

.github/workflows/app-db.yml

@@ -35,21 +35,21 @@ jobs:
             build-static-viz: false
             test-args: >-
               :only '"enterprise/backend/test"'
-            exclude-tag: ':mb/driver-tests :mb/transforms-python-test'
+            exclude-tag: ':mb/driver-tests'
           - name: EE App DB Tests (Part 1)
             build-static-viz: true
             test-args: >-
               :only '"test"'
               :partition/total 2
               :partition/index 0
-            exclude-tag: ':mb/driver-tests :mb/transforms-python-test'
+            exclude-tag: ':mb/driver-tests'
           - name: EE App DB Tests (Part 2)
             build-static-viz: true
             test-args: >-
               :only '"test"'
               :partition/total 2
               :partition/index 1
-            exclude-tag: ':mb/driver-tests :mb/transforms-python-test'
+            exclude-tag: ':mb/driver-tests'
 
     services:
       mysql:
@@ -147,21 +147,21 @@ jobs:
             build-static-viz: false
             test-args: >-
               :only '"enterprise/backend/test"'
-            exclude-tag: ':mb/driver-tests :mb/transforms-python-test'
+            exclude-tag: ':mb/driver-tests'
           - name: EE App DB Tests (Part 1)
             build-static-viz: true
             test-args: >-
               :only '"test"'
               :partition/total 2
               :partition/index 0
-            exclude-tag: ':mb/driver-tests :mb/transforms-python-test'
+            exclude-tag: ':mb/driver-tests'
           - name: EE App DB Tests (Part 2)
             build-static-viz: true
             test-args: >-
               :only '"test"'
               :partition/total 2
               :partition/index 1
-            exclude-tag: ':mb/driver-tests :mb/transforms-python-test'
+            exclude-tag: ':mb/driver-tests'
 
     services:
       mysql:
@@ -259,13 +259,11 @@ jobs:
             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: >-
               :only '"enterprise/backend/test"'
-            exclude-tag: ':mb/driver-tests :mb/transforms-python-test'
+            exclude-tag: ':mb/driver-tests'
           - name: EE App DB Tests (Part 1)
             build-static-viz: true
             test-args: >-
@@ -273,14 +271,14 @@ jobs:
               :exclude-tags [:mb/driver-tests]
               :partition/total 2
               :partition/index 0
-            exclude-tag: ':mb/driver-tests :mb/transforms-python-test'
+            exclude-tag: ':mb/driver-tests'
           - name: EE App DB Tests (Part 2)
             build-static-viz: true
             test-args: >-
               :only '"test"'
               :partition/total 2
               :partition/index 1
-            exclude-tag: ':mb/driver-tests :mb/transforms-python-test'
+            exclude-tag: ':mb/driver-tests'
     name: "${{ matrix.version.name }} ${{ matrix.job.name }}"
     env:
       # Only run old migrations tests on pushes to master or release branches. All other branches should skip tests

.github/workflows/auto-backport.yml

@@ -6,19 +6,11 @@ on:
 
 jobs:
   create-backport:
-    if:
-      | # the PR must have a backport label when it's merged, or be labeled with a backport label after merge
+    if: | # the PR must be merged and have a backport label
       github.event.pull_request.merged == true && (
-        github.event.action == 'closed' && (
-          contains(github.event.pull_request.labels.*.name, 'backport') ||
-          contains(github.event.pull_request.labels.*.name, 'double-backport') ||
-          contains(github.event.pull_request.labels.*.name, 'triple-backport')
-        ) ||
-        github.event.action == 'labeled' && (
-          github.event.label.name == 'backport' ||
-          github.event.label.name == 'double-backport' ||
-          github.event.label.name == 'triple-backport'
-        )
+        contains(github.event.pull_request.labels.*.name, 'backport') ||
+        contains(github.event.pull_request.labels.*.name, 'double-backport') ||
+        contains(github.event.pull_request.labels.*.name, 'triple-backport')
       )
     runs-on: ubuntu-latest
     steps:

.github/workflows/backend.yml

@@ -154,7 +154,7 @@ jobs:
           fail-on-error: false
 
       - name: Upload Logs on Failure
-        if: always() && !success()
+        if: failure()
         uses: actions/upload-artifact@v4
         with:
           name: test-logs-${{ matrix.java-version }}-${{ matrix.job.edition }}-${{ github.job }}

.github/workflows/block-master-source-branch-prs.yml

@@ -1,14 +0,0 @@
-name: Block Master Branch PRs
-on:
-  pull_request:
-    types: [opened, synchronize]
-
-jobs:
-  check-source-branch:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Block master branch PRs
-        if: github.head_ref == 'master'
-        run: |
-          echo "PRs from `master` branches are not allowed, please use a new branch name for your PR."
-          exit 1

.github/workflows/claude-code-bug-fix.yml

@@ -1,327 +0,0 @@
-name: "Claude Code Bug Fix"
-
-on:
-  issues:
-    types:
-      - labeled
-  pull_request_review:
-    types:
-      - submitted
-  workflow_dispatch:
-    inputs:
-      issue_number:
-        description: "Issue number to fix"
-        required: true
-        type: string
-      override_employee_check:
-        description: "Override employee check for issue creator"
-        required: false
-        default: false
-        type: boolean
-
-jobs:
-  auto-fix-bug:
-    runs-on: ubuntu-latest
-    timeout-minutes: 30
-    permissions:
-      contents: write
-      issues: write
-      pull-requests: write
-      id-token: write
-    if: |
-      (github.event_name == 'issues' && github.event.label.name == 'Claude Bug Fix' && github.event.issue.state == 'open') ||
-      (github.event_name == 'workflow_dispatch') ||
-      (github.event_name == 'pull_request_review' && github.event.review.state == 'changes_requested' && startsWith(github.event.pull_request.head.ref, 'claude-fix/'))
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-          token: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Get issue data and check employee status
-        id: get_issue
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ secrets.GITHUB_TOKEN }}
-          script: |
-            const { getIssueData } = require('${{ github.workspace }}/.github/scripts/get-issue-data.js');
-
-            try {
-              const result = await getIssueData({
-                context,
-                github,
-                manualIssueNumber: '${{ github.event.inputs.issue_number }}'
-              });
-
-              const { issueNumber, issueData, employeeComments, prReviews, triggerType, isIssueAuthorEmployee } = result;
-
-              // Check employee status and fail if not authorized
-              if (!result.isIssueAuthorEmployee && '${{ github.event.inputs.override_employee_check }}' !== 'true') {
-                  core.setFailed(`User ${result.issueData.user.login} is not a Metabase employee. Skipping bug fix automation.`);
-              }
-
-              core.setOutput('issue_number', issueNumber);
-              core.setOutput('issue_data', JSON.stringify(issueData));
-              core.setOutput('issue_comments', JSON.stringify(employeeComments));
-              core.setOutput('pr_reviews', JSON.stringify(prReviews));
-              core.setOutput('trigger_type', triggerType);
-            } catch (error) {
-              core.setFailed(error.message);
-            }
-
-      - name: Set up git configuration
-        run: |
-          git config --global user.name "Claude Code[bot]"
-          git config --global user.email "noreply@anthropic.com"
-
-      - name: Prepare issue context and bug fix prompt
-        id: prepare_prompt
-        uses: actions/github-script@v7
-        env:
-          ISSUE_DATA: ${{ steps.get_issue.outputs.issue_data }}
-          ISSUE_COMMENTS: ${{ steps.get_issue.outputs.issue_comments }}
-          PR_REVIEWS: ${{ steps.get_issue.outputs.pr_reviews }}
-          TRIGGER_TYPE: ${{ steps.get_issue.outputs.trigger_type }}
-        with:
-          script: |
-            const issueData = JSON.parse(process.env.ISSUE_DATA);
-            const issueComments = JSON.parse(process.env.ISSUE_COMMENTS);
-            const prReviews = JSON.parse(process.env.PR_REVIEWS);
-            const triggerType = process.env.TRIGGER_TYPE;
-            const issueNumber = '${{ steps.get_issue.outputs.issue_number }}';
-
-            // Convert issue title to kebab case and create branch name
-            const issueTitle = issueData.title || 'untitled';
-            const kebabTitle = issueTitle
-              .toLowerCase()
-              .replace(/[^a-z0-9]+/g, '-')
-              .replace(/^-+|-+$/g, '')
-              .replace(/-+/g, '-')
-              .substring(0, 50);
-            const branchName = `claude-fix/issue-${issueNumber}-${kebabTitle}`;
-
-            // Format data for bash environment
-            const formattedComments = issueComments.length > 0
-              ? issueComments.map(comment =>
-                  `**Comment by @${comment.user.login} on ${comment.created_at}:**\n${comment.body}`
-                ).join('\n\n---\n\n')
-              : '';
-            const formattedReviews = prReviews.length > 0
-              ? prReviews.map(review =>
-                  `**Review by @${review.user.login} on ${review.submitted_at} (Changes Requested):**\n${review.body || 'No review comment provided'}`
-                ).join('\n\n---\n\n')
-              : '';
-
-            core.exportVariable('BRANCH_NAME', branchName);
-            core.exportVariable('ISSUE_NUMBER', issueNumber);
-            core.exportVariable('ISSUE_TITLE', issueData.title);
-            core.exportVariable('ISSUE_AUTHOR', issueData.user.login);
-            core.exportVariable('ISSUE_CREATED', issueData.created_at);
-            core.exportVariable('ISSUE_BODY', issueData.body || 'No description provided');
-            core.exportVariable('ISSUE_COMMENTS_FORMATTED', formattedComments);
-            core.exportVariable('PR_REVIEWS_FORMATTED', formattedReviews);
-            core.exportVariable('TRIGGER_TYPE', triggerType);
-
-      - name: Generate bug fix prompt
-        run: |
-          cat << 'EOF' >> $GITHUB_ENV
-          BUG_FIX_PROMPT<<PROMPT_END
-          You are helping to fix a bug reported in GitHub issue #${{ env.ISSUE_NUMBER }}.
-
-          ## Bug Report Details
-          **Title:** ${{ env.ISSUE_TITLE }}
-          **Reporter:** ${{ env.ISSUE_AUTHOR }}
-          **Created:** ${{ env.ISSUE_CREATED }}
-
-          **Description:**
-          ${{ env.ISSUE_BODY }}
-
-          **Comments:**
-          ${{ env.ISSUE_COMMENTS_FORMATTED }}
-          EOF
-
-          # Add review feedback section only if this is a review trigger
-          if [ "${{ env.TRIGGER_TYPE }}" = "pull_request_review" ]; then
-            cat << 'EOF' >> $GITHUB_ENV
-
-          ## Previous Fix Attempt - Review Feedback (MUST ADDRESS)
-          Your previous automated fix attempt received the following feedback that needs to be addressed:
-
-          ${{ env.PR_REVIEWS_FORMATTED }}
-          EOF
-          fi
-
-          # Add the rest of the prompt (always the same)
-          cat << 'EOF' >> $GITHUB_ENV
-
-          ## Instructions
-          1. **Analyze the issue description and comments** - Understand what the issue is describing
-             a. Pay particular attention to reproduction steps and if there's an agreed upon fix.
-          2. **Search the codebase** - Use Grep and Glob tools to find relevant files
-          3. **Implement a fix** - Follow existing code patterns and conventions
-          4. **Test the fix** - Run appropriate tests using the commands in CLAUDE.md:
-             - JavaScript/TypeScript: `yarn test-unit path/to/file.unit.spec.js`
-             - Clojure: `clojure -X:dev:test :only namespace/test-name`
-             - Lint: `yarn lint-eslint-pure` for JS/TS, `./bin/mage kondo <file>` for Clojure
-          5. **Verify the fix** - Ensure tests pass and code follows conventions
-
-          ## Important Guidelines
-          - Follow the development patterns in CLAUDE.md
-          - Write failing tests first, then fix them
-          - Work in small, testable increments
-          - Don't commit changes - leave that for the workflow
-          - IMPORTANT: Focus only on fixing the reported bug, don't make unrelated changes
-
-          ## Scratchpad Directory
-          A `.claude-scratchpad/` directory has been created for your temporary files:
-          - Use this directory for ALL temporary verification files. However, prefer using production test files rather than adhoc ones.
-          - Only modify actual production code in the main repository directories
-          - The scratchpad will be cleaned up automatically - nothing from it will be committed
-
-          Start by understanding the bug and then systematically work toward a solution.
-          PROMPT_END
-          EOF
-
-      - name: Determine branch strategy
-        run: |
-          BRANCH_NAME="${{ env.BRANCH_NAME }}"
-          if git branch -r --list "origin/${BRANCH_NAME}" | grep -q .; then
-            echo "Branch already exists: $BRANCH_NAME"
-            echo "Will push to existing branch and skip PR creation"
-            echo "BRANCH_EXISTS=true" >> $GITHUB_ENV
-          else
-            echo "Creating new branch: $BRANCH_NAME"
-            echo "Will create new PR"
-            echo "BRANCH_EXISTS=false" >> $GITHUB_ENV
-          fi
-
-          # Export the branch name
-          echo "BRANCH_NAME=$BRANCH_NAME" >> $GITHUB_ENV
-
-      - name: Create scratchpad directory for Claude
-        run: |
-          # Create a scratchpad directory for Claude to use for temporary files
-          mkdir -p .claude-scratchpad
-          echo "Scratchpad directory created for Claude's temporary verification files"
-
-      - 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 }}
-
-      - name: Generate Bug Fix with Claude Code
-        uses: anthropics/claude-code-action@beta
-        with:
-          mode: agent
-          anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }}
-          github_token: ${{ steps.claude-app-token.outputs.token }}
-          direct_prompt: ${{ env.BUG_FIX_PROMPT }}
-          timeout_minutes: "25"
-          allowed_tools: "Bash(yarn test-unit*),Bash(yarn lint-eslint-pure),Bash(./bin/mage*),Bash(clojure*),Bash(find*),Bash(ls*),Bash(grep*),Write,Read,Glob,Grep,Edit,MultiEdit"
-          disallowed_tools: "Bash(git commit*),Bash(git push*),Bash(gh*)"
-
-      - name: Clean up scratchpad directory
-        run: |
-          # Remove the scratchpad directory so its contents don't get committed
-          rm -rf .claude-scratchpad/
-          # Remove output file generated by Claude Code action
-          rm -f output.txt
-          echo "Scratchpad directory and action output files cleaned up"
-
-      - name: Check for changes and analysis
-        id: check_changes
-        run: |
-          # Now check for actual code changes (excluding analysis file)
-          if [ -n "$(git status --porcelain)" ]; then
-            echo "has_changes=true" >> $GITHUB_OUTPUT
-            echo "Changes detected:"
-            git status --short
-          else
-            echo "has_changes=false" >> $GITHUB_OUTPUT
-            echo "No changes made by Claude."
-          fi
-
-      - name: Get issue team labels and prepare reviewers
-        if: steps.check_changes.outputs.has_changes == 'true'
-        id: prepare_reviewers
-        uses: actions/github-script@v7
-        env:
-          ISSUE_DATA: ${{ steps.get_issue.outputs.issue_data }}
-        with:
-          script: |
-            const issueData = JSON.parse(process.env.ISSUE_DATA);
-            const issueLabels = issueData.labels.map(label => label.name);
-            const teamLabels = issueLabels.filter(label => label.startsWith('.Team/'));
-            const issueCreator = issueData.user.login;
-            core.setOutput('team_labels', teamLabels.join(','));
-            core.setOutput('reviewers', issueCreator);
-
-      - name: Create Pull Request
-        if: steps.check_changes.outputs.has_changes == 'true'
-        uses: peter-evans/create-pull-request@v6
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
-          branch: ${{ env.BRANCH_NAME }}
-          base: master
-          commit-message: |
-            Fix: ${{ env.ISSUE_TITLE }}
-
-            Fixes #${{ env.ISSUE_NUMBER }}
-
-            🤖 Generated with [Claude Code](https://claude.ai/code)
-
-            Co-Authored-By: Claude <noreply@anthropic.com>
-          committer: "Claude Code[bot] <noreply@anthropic.com>"
-          author: "Claude Code[bot] <noreply@anthropic.com>"
-          title: "Fix: ${{ env.ISSUE_TITLE }}"
-          body: |
-            This PR automatically fixes the bug reported in #${{ env.ISSUE_NUMBER }}.
-
-            ## Bug Report
-            **Original Issue:** #${{ env.ISSUE_NUMBER }}
-            **Reporter:** @${{ env.ISSUE_AUTHOR }}
-            **Issue Title:** ${{ env.ISSUE_TITLE }}
-
-            ## Automated Fix
-            🤖 This fix was generated automatically by Claude Code based on the issue description.
-
-            **Please review carefully:**
-            - [ ] The fix addresses the reported issue
-            - [ ] Tests pass and code follows conventions
-            - [ ] No unrelated changes were introduced
-            - [ ] The solution is appropriate and maintainable
-
-            ## Next Steps
-            - Review the changes and test thoroughly
-            - If the fix looks good, approve and merge
-            - If issues are found, either fix them or close this PR
-
-            ---
-            Closes #${{ env.ISSUE_NUMBER }}
-
-            🤖 Generated with [Claude Code](https://claude.ai/code)
-
-            Co-Authored-By: Claude <noreply@anthropic.com>
-          labels: |
-            ${{ steps.prepare_reviewers.outputs.team_labels }}
-            automated-fix
-            ci skip
-          reviewers: ${{ steps.prepare_reviewers.outputs.reviewers }}
-
-      - name: Log existing branch update
-        if: steps.check_changes.outputs.has_changes == 'true' && env.BRANCH_EXISTS == 'true'
-        uses: actions/github-script@v7
-        with:
-          script: |
-            console.log('🔄 Updated existing branch: ${{ env.BRANCH_NAME }}');
-            console.log('The changes have been pushed to the existing PR for this issue.');
-
-      - name: Log analysis for no changes
-        if: steps.check_changes.outputs.has_changes == 'false'
-        uses: actions/github-script@v7
-        with:
-          script: |
-            console.log('🤖 No code changes were made by Claude.');

.github/workflows/claude.yml

@@ -0,0 +1,21 @@
+name: Claude Assistant
+on:
+  issue_comment:
+    types: [created]
+  pull_request_review_comment:
+    types: [created]
+  issues:
+    types: [opened, assigned, labeled]
+  pull_request_review:
+    types: [submitted]
+
+jobs:
+  claude-response:
+    runs-on: ubuntu-latest
+    steps:
+      - run: git config --global --add safe.directory /__w/metabase/metabase
+      - uses: actions/checkout@v4
+      - uses: anthropics/claude-code-action@beta
+        with:
+          anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }}
+          github_token: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/cljs.yml

@@ -40,5 +40,5 @@ jobs:
       uses: ./.github/actions/prepare-backend
       with:
         m2-cache-key: 'cljs'
-    - name: Run Cljs tests
+    - name: Run Cljs tests for shared/ code
       run: yarn run test-cljs

.github/workflows/containerize-uberjar.yml

@@ -1,126 +0,0 @@
-name: Containerize Uberjar
-
-on:
-  workflow_call:
-  workflow_dispatch:
-
-jobs:
-  get-container-info:
-    runs-on: ubuntu-22.04
-    timeout-minutes: 5
-    name: Get container info
-    outputs:
-      editions: ${{ steps.ee-info.outputs.editions }}
-      ee: ${{ toJson(fromJson(steps.build-matrix.outputs.result).ee) }}
-      oss: ${{ toJson(fromJson(steps.build-matrix.outputs.result).oss) }}
-    steps:
-      - name: Check out the code
-        uses: actions/checkout@v4
-      - name: Get EE Docker info
-        id: ee-info
-        uses: ./.github/actions/get-docker-info
-        with:
-          edition: ee
-      - name: Get OSS Docker info
-        id: oss-info
-        uses: ./.github/actions/get-docker-info
-        with:
-          edition: oss
-      - name: Build matrix info
-        id: build-matrix
-        uses: actions/github-script@v7
-        with:
-          script: | # js
-            const editions = JSON.parse('${{ steps.ee-info.outputs.editions }}');
-            const result = {
-              editions: editions,
-              ee: {
-                repo: '${{ steps.ee-info.outputs.repo }}',
-                tag: '${{ steps.ee-info.outputs.tag }}'
-              },
-              oss: {
-                repo: '${{ steps.oss-info.outputs.repo }}',
-                tag: '${{ steps.oss-info.outputs.tag }}'
-              }
-            };
-            console.log('Build matrix:', result);
-            return result;
-
-  containerize:
-    needs: [get-container-info]
-    if: needs.get-container-info.result == 'success'
-    strategy:
-      matrix:
-        edition: ${{ fromJson(needs.get-container-info.outputs.editions) }}
-    uses: ./.github/workflows/containerize-jar.yml
-    secrets: inherit
-    with:
-      artifact-name: metabase-${{ matrix.edition }}-${{ github.event.inputs.commit || github.event.pull_request.head.sha || github.sha }}-uberjar
-      commit: ${{ github.event.inputs.commit || github.sha }}
-      repo: ${{ fromJson(needs.get-container-info.outputs[matrix.edition]).repo }}
-      tag: ${{ fromJson(needs.get-container-info.outputs[matrix.edition]).tag }}
-      release: "false"
-      build-args: |
-        GIT_COMMIT_SHA=${{ github.event.inputs.commit || github.sha }}
-
-  run-trivy:
-    needs: [get-container-info, containerize]
-    strategy:
-      matrix:
-        edition: ${{ fromJson(needs.get-container-info.outputs.editions) }}
-    runs-on: ubuntu-22.04
-    name: Run Trivy vulnerability scanner
-    steps:
-      - name: Check out the code
-        uses: actions/checkout@v4
-        with:
-          ref: ${{ github.event.inputs.commit || github.sha }}
-      - name: Run Trivy vulnerability scanner
-        uses: aquasecurity/trivy-action@0.29.0
-        env:
-          TRIVY_OFFLINE_SCAN: true
-          repo: ${{ fromJson(needs.get-container-info.outputs[matrix.edition]).repo }}
-          tag: ${{ fromJson(needs.get-container-info.outputs[matrix.edition]).tag }}
-        with:
-          image-ref: docker.io/${{ env.repo }}:${{ env.tag }}
-          format: sarif
-          output: trivy-results.sarif
-          version: "v0.57.1"
-      - name: Upload Trivy scan results to GitHub Security tab
-        uses: github/codeql-action/upload-sarif@v3
-        with:
-          sarif_file: "trivy-results.sarif"
-
-  post-comment:
-    needs: [get-container-info, containerize]
-    if: github.event_name == 'pull_request'
-    runs-on: ubuntu-22.04
-    name: Post PR comment
-    steps:
-      - name: Check out the code
-        uses: actions/checkout@v4
-      - name: Get Docker info for comment
-        id: docker-info
-        uses: ./.github/actions/get-docker-info
-        with:
-          branch: ${{ github.head_ref || github.ref_name }}
-          edition: ee
-
-      - name: Post PR comment
-        uses: marocchino/sticky-pull-request-comment@v2
-        with:
-          header: docker-build-status
-          message: |
-            ✅ Docker build completed for commit ${{ github.event.pull_request.head.sha || github.sha }}
-
-            The uberjar has been built and containerized successfully.
-
-            **Branch:** `${{ github.head_ref || github.ref_name }}`
-            **Docker Image:** `${{ steps.docker-info.outputs.full_image }}`
-            **Docker Hub:** [View on Docker Hub](https://hub.docker.com/r/${{ steps.docker-info.outputs.repo }}/tags?name=${{ steps.docker-info.outputs.tag }})
-            **Triggered by:** @${{ github.actor }}
-
-            Pull the image:
-            ```bash
-            docker pull ${{ steps.docker-info.outputs.full_image }}
-            ```

.github/workflows/conventional-commit-pr-title-reminder.yml

@@ -4,53 +4,39 @@ on:
   pull_request:
     branches:
       - master
+    paths:
+      - enterprise/frontend/src/embedding-sdk/**
 
 jobs:
-  files-changed:
-    name: Check which files changed
-    runs-on: ubuntu-22.04
-    timeout-minutes: 3
-    outputs:
-      frontend_embedding_sources: ${{ steps.changes.outputs.frontend_embedding_sources }}
-    steps:
-      - uses: actions/checkout@v4
-      - name: Test which files changed
-        uses: dorny/paths-filter@v3.0.0
-        id: changes
-        with:
-          token: ${{ github.token }}
-          filters: .github/file-paths.yaml
-
   pr-title-reminder:
     runs-on: ubuntu-22.04
     timeout-minutes: 5
     permissions:
       pull-requests: write
-    needs: [ files-changed ]
-    if: |
-      !cancelled() &&
-      needs.files-changed.outputs.frontend_embedding_sources == 'true'
     steps:
-      - uses: actions/checkout@v4
-        with:
-          ref: ${{ github.head_ref }}
-
       - name: Check if the PR title is already following Conventional Commits style
         uses: actions/github-script@v7
         id: is-conventional-commit
         with:
           result-encoding: string
           script: | # js
-            const { isConventionalTitle } = require(".github/scripts/conventional-commit-pr-title-reminder/utils.js")
             const pullRequestTitle = context.payload.pull_request.title
+            const conventionalCommitRegex = /^(?<type>\w+)\((?<scope>\w+)\):/
+            const match = pullRequestTitle.match(conventionalCommitRegex)
+            if (match) {
+              const { type, scope } = match.groups
+              return ['feat', 'fix', 'perf', 'docs', 'style', 'refactor', 'test', 'build', 'ci'].includes(type) && scope === 'sdk'
+            }
 
-            return isConventionalTitle(pullRequestTitle)
+      - name: Checkout repository so `gh` CLI works
+        uses: actions/checkout@v4
+        with:
+          ref: ${{ github.head_ref }}
 
       - name: Remind PR authors to use conventional commit in the title
         if: ${{ steps.is-conventional-commit.outputs.result != 'true' }}
         uses: actions/github-script@v7
         with:
-          script: | #js
-            const { updateCommentForEmbedding } = require(".github/scripts/conventional-commit-pr-title-reminder/utils.js")
-
-            await updateCommentForEmbedding({github, context})
+          script: |
+            const { updateComment } = require(".github/scripts/conventional-commit-pr-title-reminder/utils.js")
+            await updateComment({github, context})

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

@@ -1,182 +0,0 @@
-# .github/workflows/reusable-doc-update.yml
-name: Reusable - Update Documentation
-
-# This workflow is designed to be called by other workflows.
-on:
-  workflow_call:
-    inputs:
-      target_branch:
-        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"
-        required: true
-
-permissions:
-  contents: write
-  pull-requests: write
-
-jobs:
-  update-docs:
-    name: Update documentation for ${{ inputs.target_branch }}
-    runs-on: ubuntu-22.04
-    timeout-minutes: 30
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-          token: ${{ secrets.automation_token }}
-          ref: ${{ inputs.target_branch }}
-
-      - name: Prepare backend environment
-        uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: "auto-update-docs-${{ inputs.m2_cache_key_suffix }}"
-
-      - name: Generate environment variables documentation
-        id: generate_env_docs
-        run: |
-          set -e  # Exit on any error
-          # Ensure we're on the target branch for documentation generation
-          git checkout ${{ inputs.target_branch }}
-          echo "Generating environment variables documentation from branch: ${{ inputs.target_branch }}"
-          clojure -M:ee:doc environment-variables-documentation
-        continue-on-error: false
-
-      - name: Generate config template documentation
-        id: generate_config_docs
-        run: |
-          set -e  # Exit on any error
-          echo "Generating config template documentation..."
-          clojure -M:ee:doc config-template
-        continue-on-error: false
-
-      - name: Generate API documentation
-        id: generate_api_docs
-        run: |
-          set -e  # Exit on any error
-          echo "Generating API documentation..."
-          clojure -M:ee:doc api-documentation
-        continue-on-error: false
-
-      - name: Check for changes
-        id: check_changes
-        run: |
-          if git diff --quiet docs/; then
-            echo "changes=false" >> $GITHUB_OUTPUT
-            echo "No changes detected in docs directory"
-          else
-            echo "changes=true" >> $GITHUB_OUTPUT
-            echo "Changes detected in docs directory"
-          fi
-
-      - name: Create branch and commit changes
-        id: commit_and_push
-        if: steps.check_changes.outputs.changes == 'true'
-        run: |
-          git config user.name github-actions
-          git config user.email github-actions@github.com
-
-          BRANCH_NAME="docs/auto-update-${{ inputs.target_branch }}-$(date +%Y-%m-%d-%H%M%S)"
-          echo "Creating branch: $BRANCH_NAME"
-
-          # Create and switch to new branch from current target branch
-          git checkout -b "$BRANCH_NAME"
-
-          # Stage and commit changes
-          git add docs/
-          if git diff --cached --quiet; then
-            echo "No changes to commit"
-            exit 1
-          fi
-
-          git commit -m "Update generated docs (${{ inputs.target_branch }})" --no-verify
-          git push -u origin "$BRANCH_NAME"
-
-          echo "branch_name=$BRANCH_NAME" >> $GITHUB_OUTPUT
-          echo "Successfully created and pushed branch"
-
-      - name: Create pull request
-        id: create_pr
-        if: steps.check_changes.outputs.changes == 'true'
-        env:
-          GITHUB_TOKEN: ${{ secrets.automation_token }}
-          GH_REPO: ${{ github.repository }}
-        run: |
-          CHANGES_SUMMARY=$(git diff --name-only HEAD~1 docs/ 2>/dev/null | head -10 | sed 's/^/- /' || echo "- No specific files detected")
-          TOTAL_CHANGES=$(git diff --name-only HEAD~1 docs/ 2>/dev/null | wc -l || echo "0")
-          BRANCH_NAME="${{ steps.commit_and_push.outputs.branch_name }}"
-
-          echo "Creating PR with branch: $BRANCH_NAME"
-          echo "Changes detected: $TOTAL_CHANGES files"
-
-          for i in {1..3}; do
-            echo "Attempt $i of 3..."
-            if gh pr create \
-              --base "${{ inputs.target_branch }}" \
-              --head "$BRANCH_NAME" \
-              --title "Auto-update documentation for ${{ inputs.target_branch }}" \
-              --body "This PR contains automatically generated documentation updates.
-
-          ## Changes detected
-          The following documentation files were updated:
-          $CHANGES_SUMMARY
-          $([ "$TOTAL_CHANGES" -gt 10 ] && echo "- ... and $((TOTAL_CHANGES - 10)) more files")
-
-          ## Generation commands
-          Documentation was generated using:
-          - \`clojure -M:ee:doc environment-variables-documentation\`
-          - \`clojure -M:ee:doc config-template\`
-          - \`clojure -M:ee:doc api-documentation\`
-
-          Please review the changes and merge if they look correct." \
-              --label "Type:Documentation" \
-              --label "no-backport" \
-              --reviewer "metabase/tech-writers"; then
-              echo "PR created successfully on attempt $i"
-              break
-            else
-              echo "PR creation failed on attempt $i"
-              if [ $i -eq 3 ]; then
-                echo "All attempts failed. Exiting with error."
-                exit 1
-              fi
-              echo "Waiting 10 seconds before retry..."
-              sleep 10
-            fi
-          done
-
-      - name: Skip PR creation
-        if: steps.check_changes.outputs.changes == 'false'
-        run: |
-          echo "No documentation changes detected, skipping PR creation"
-
-      - name: Workflow summary
-        if: always()
-        run: |
-          if [ "${{ steps.check_changes.outputs.changes }}" == "true" ]; then
-            if [ "${{ steps.commit_and_push.outcome }}" == "success" ]; then
-              if [ "${{ steps.create_pr.outcome }}" == "success" ]; then
-                echo "## ✅ Documentation Updated Successfully" >> $GITHUB_STEP_SUMMARY
-                echo "- Branch: \`${{ steps.commit_and_push.outputs.branch_name }}\`" >> $GITHUB_STEP_SUMMARY
-                echo "- PR created targeting **${{ inputs.target_branch }}**" >> $GITHUB_STEP_SUMMARY
-              else
-                echo "## ⚠️ Branch Created but PR Failed" >> $GITHUB_STEP_SUMMARY
-                echo "- Branch: \`${{ steps.commit_and_push.outputs.branch_name }}\`" >> $GITHUB_STEP_SUMMARY
-                echo "- Manual PR creation required" >> $GITHUB_STEP_SUMMARY
-              fi
-            else
-              echo "## ❌ Failed to Create Branch" >> $GITHUB_STEP_SUMMARY
-              echo "- Check workflow logs for details" >> $GITHUB_STEP_SUMMARY
-            fi
-          else
-            echo "## ℹ️ No Changes Detected" >> $GITHUB_STEP_SUMMARY
-            echo "- Documentation is up to date on **${{ inputs.target_branch }}**" >> $GITHUB_STEP_SUMMARY
-          fi

.github/workflows/docs-links.yml

@@ -1,36 +0,0 @@
-name: Check doc links
-
-on:
-  pull_request:
-    paths:
-      - "docs/**"
-  workflow_dispatch:
-
-jobs:
-  link-checker:
-    name: Check documentation links
-    runs-on: ubuntu-latest
-    timeout-minutes: 5
-    permissions:
-      contents: read
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v4
-        with:
-          sparse-checkout: |
-            docs
-            .lychee
-
-      - name: Cache lychee
-        uses: actions/cache@v3
-        with:
-          path: ~/.cache/lychee
-          key: lychee-${{ runner.os }}-${{ hashFiles('.lychee/config.toml') }}
-
-      - name: Run link checker
-        id: link-check
-        uses: lycheeverse/lychee-action@v2
-        with:
-          fail: true
-          args: docs --config ./.lychee/config.toml --offline
-          format: markdown

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

@@ -1,16 +0,0 @@
-name: Auto-update documentation (master)
-
-on:
-  schedule:
-    - cron: "0 1 * * 1-5" # Every Monday through Friday at 1 AM UTC
-  workflow_dispatch:
-
-jobs:
-  update-master-docs:
-    name: Call documentation update for master
-    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

@@ -1,16 +0,0 @@
-name: Auto-update documentation (release)
-
-on:
-  schedule:
-    - cron: "0 2 * * 1-5" # Every Monday through Friday at 2 AM UTC
-  workflow_dispatch:
-
-jobs:
-  update-release-docs:
-    name: Call documentation update for release branch
-    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/drivers-stress-test.yml

@@ -689,51 +689,18 @@ jobs:
         junit-name: 'be-tests-starburst-ee'
         test-args: ":only ${{ inputs.test }} :times ${{ inputs.times }}"
 
-  login-to-ecr:
-    if: inputs.driver == 'Vertica'
-    runs-on: ubuntu-22.04
-    timeout-minutes: 15
-    permissions:
-      id-token: write
-      contents: read
-    steps:
-    - name: Configure AWS credentials
-      uses: aws-actions/configure-aws-credentials@v4
-      with:
-        role-to-assume: ${{ secrets.CI_IAM_ROLE }}
-        role-session-name: GitHub_to_AWS_via_FederatedOIDC
-        aws-region: us-east-1
-    - name: Get ECR password
-      id: login-ecr
-      run: |
-        PASSWORD=$(aws ecr get-login-password --region us-east-1)
-
-        REGISTRY="$(aws sts get-caller-identity --query Account --output text).dkr.ecr.us-east-1.amazonaws.com"
-
-        echo "docker_username=AWS" >> $GITHUB_OUTPUT
-        echo "docker_password=$PASSWORD" >> $GITHUB_OUTPUT
-        echo "registry=$REGISTRY" >> $GITHUB_OUTPUT
-    outputs:
-      registry: ${{ steps.login-ecr.outputs.registry }}
-      docker_username: ${{ steps.login-ecr.outputs.docker_username }}
-      docker_password: ${{ steps.login-ecr.outputs.docker_password }}
-
   be-tests-vertica-ee:
     if: inputs.driver == 'Vertica'
     runs-on: ubuntu-22.04
-    needs: login-to-ecr
     timeout-minutes: 90
     env:
       CI: 'true'
       DRIVERS: vertica
     services:
       vertica:
-        image: ${{ needs.login-to-ecr.outputs.registry }}/vertica-ce:25.3.0-0
+        image: vertica/vertica-ce:12.0.2-0
         ports:
           - "5433:5433"
-        credentials:
-          username: ${{ needs.login-to-ecr.outputs.docker_username }}
-          password: ${{ needs.login-to-ecr.outputs.docker_password }}
     steps:
     - uses: actions/checkout@v4
     - name: Make plugins directory

.github/workflows/drivers.yml

@@ -6,10 +6,6 @@ on:
       skip:
         type: boolean
         default: false
-      python-runner-version:
-        type: string
-        default: 'v0.0.1'
-        description: 'Git tag or commit of python-runner repository to use'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.head_ref && github.ref || github.run_id }}-drivers
@@ -25,17 +21,11 @@ jobs:
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
-      - name: Fetch base branch
-        if: github.event_name == 'pull_request' && github.event.pull_request.base.ref != ''
-        run: |
-          # Fetch the base branch to ensure its history is available for diffing
-          git fetch origin ${{ github.event.pull_request.base.ref }}:${{ github.event.pull_request.base.ref }}
-          # Only run this if it's a pull request and the base ref exists
       - name: Check if tier3 drivers should run
         id: check_team_and_branch
         run: |
           IS_MASTER_OR_RELEASE="${{ github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/heads/release-') }}"
-          HAS_TEAM_LABEL="${{ contains(github.event.pull_request.labels.*.name, '.Team/Drivers') || contains(github.event.pull_request.labels.*.name, '.Team/Querying') || contains(github.event.pull_request.labels.*.name, '.Team/SemanticLayer') || contains(github.event.pull_request.labels.*.name, '.Team/DevEx') }}"
+          HAS_TEAM_LABEL="${{ contains(github.event.pull_request.labels.*.name, '.Team/Drivers') || contains(github.event.pull_request.labels.*.name, '.Team/Querying') || contains(github.event.pull_request.labels.*.name, '.Team/SemanticLayer') }}"
 
 
           echo "Is master or release: ${IS_MASTER_OR_RELEASE}"
@@ -47,25 +37,8 @@ jobs:
             echo "skip=false" >> $GITHUB_OUTPUT
             echo "A relevant team label is present. Tier 3 driver tests will run."
           else
-            echo "Checking for changes in relevant folders..."
-            CHANGED_FILES=$(git diff --name-only $(git merge-base ${{ github.event.pull_request.base.sha }} ${{ github.sha }}) ${{ github.sha }})
-
-            # Initialize an empty array to store folders with changes
-            CHANGED_FOLDERS=()
-            for folder in "src/metabase/lib" "src/metabase/query_processor" "modules/drivers" "src/metabase/driver"; do
-              if echo "$CHANGED_FILES" | grep -q "$folder"; then
-                CHANGED_FOLDERS+=("$folder")
-              fi
-            done
-
-            if [[ ${#CHANGED_FOLDERS[@]} -gt 0 ]]; then
-              echo "skip=false" >> $GITHUB_OUTPUT
-              echo "Changes detected in the following folders: ${CHANGED_FOLDERS[*]}."
-              echo "Tier 3 driver tests will run."
-            else
-              echo "skip=true" >> $GITHUB_OUTPUT
-              echo "No relevant team label, not merging into master/release, and no changes in relevant folders. Tier 3 driver tests will be skipped."
-            fi
+            echo "skip=true" >> $GITHUB_OUTPUT
+            echo "Not labeled with required team and not merging into master/release. Tier 3 driver tests will be skipped."
           fi
         shell: bash
   be-tests-athena-ee:
@@ -77,11 +50,9 @@ jobs:
       CI: 'true'
       DRIVERS: athena
       MB_ATHENA_TEST_REGION: us-east-1
-      MB_ATHENA_TEST_REGION_ROUTING: us-east-2
       MB_ATHENA_TEST_ACCESS_KEY: ${{ secrets.MB_ATHENA_TEST_ACCESS_KEY }}
       MB_ATHENA_TEST_SECRET_KEY: ${{ secrets.MB_ATHENA_TEST_SECRET_KEY }}
       MB_ATHENA_TEST_S3_STAGING_DIR: ${{ secrets.MB_ATHENA_TEST_S3_STAGING_DIR }}
-      MB_ATHENA_TEST_S3_STAGING_DIR_ROUTING: ${{ secrets.MB_ATHENA_TEST_S3_STAGING_DIR_ROUTING }}
       # These credentials are used to test the driver when the user does not have the athena:GetTableMetadata permission
       MB_ATHENA_TEST_WITHOUT_GET_TABLE_METADATA_ACCESS_KEY: ${{ secrets.MB_ATHENA_TEST_WITHOUT_GET_TABLE_METADATA_ACCESS_KEY }}
       MB_ATHENA_TEST_WITHOUT_GET_TABLE_METADATA_SECRET_KEY: ${{ secrets.MB_ATHENA_TEST_WITHOUT_GET_TABLE_METADATA_SECRET_KEY }}
@@ -94,7 +65,6 @@ jobs:
         junit-name: 'be-tests-athena-ee'
         test-args: >-
           :only-tags [:mb/driver-tests]
-          :exclude-tags [:mb/transforms-python-test]
     - name: Upload Test Results
       uses: ./.github/actions/upload-test-results
       if: always()
@@ -111,19 +81,6 @@ jobs:
     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: bigquery-cloud-sdk
@@ -134,21 +91,15 @@ jobs:
       MB_BIGQUERY_TEST_REFRESH_TOKEN: ${{ secrets.MB_BIGQUERY_TEST_REFRESH_TOKEN }}
       MB_BIGQUERY_CLOUD_SDK_TEST_SERVICE_ACCOUNT_JSON: ${{ secrets.MB_BIGQUERY_CLOUD_SDK_TEST_SERVICE_ACCOUNT_JSON }}
       MB_BIGQUERY_CLOUD_SDK_TEST_SERVICE_ACCOUNT_JSON_ROUTING: ${{ secrets.MB_BIGQUERY_CLOUD_SDK_TEST_SERVICE_ACCOUNT_JSON_ROUTING }}
-    name: BigQuery ${{ matrix.job.name }}
+    name: BigQuery
     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 }}
-        python-runner-version: ${{ inputs.python-runner-version }}
     - name: Test BigQuery Cloud SDK driver
-      id: test-driver
       uses: ./.github/actions/test-driver
       with:
         junit-name: 'be-tests-bigquery-cloud-sdk-ee'
-        test-args: ${{ matrix.job.test-args }}
+        test-args: >-
+          :only-tags [:mb/driver-tests]
     - name: Upload Test Results
       uses: ./.github/actions/upload-test-results
       if: always()
@@ -160,29 +111,11 @@ 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 }}
     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]
-          - name: Transforms Python Tests
-            test-args: >-
-              :only-tags [:mb/transforms-python-test]
-            needs-python-runner: true
     env:
       CI: 'true'
       DRIVERS: clickhouse
@@ -190,15 +123,9 @@ jobs:
       MB_CLICKHOUSE_TEST_PORT: 8123
       MB_CLICKHOUSE_TEST_OLD_PORT: 8124
       MB_CLICKHOUSE_TEST_NGINX_PORT: 8127
-    name: Clickhouse ${{ matrix.job.name }}
+    name: Clickhouse
     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 }}
-        python-runner-version: ${{ inputs.python-runner-version }}
     - name: Add ClickHouse TLS instance to /etc/hosts
       run: |
         sudo echo "127.0.0.1 server.clickhouseconnect.test" | sudo tee -a /etc/hosts
@@ -215,11 +142,11 @@ jobs:
           clickhouse_cluster_node2
           nginx
     - name: Test Clickhouse driver
-      id: test-driver
       uses: ./.github/actions/test-driver
       with:
         junit-name: 'be-tests-clickhouse-ee'
-        test-args: ${{ matrix.job.test-args }}
+        test-args: >-
+          :only-tags [:mb/driver-tests]
     - name: Upload Test Results
       uses: ./.github/actions/upload-test-results
       if: always()
@@ -231,12 +158,6 @@ 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
@@ -262,7 +183,6 @@ jobs:
         junit-name: 'be-tests-druid-ee'
         test-args: >-
           :only-tags [:mb/driver-tests]
-          :exclude-tags [:mb/transforms-python-test]
     - name: Upload Test Results
       uses: ./.github/actions/upload-test-results
       if: always()
@@ -299,7 +219,6 @@ jobs:
         junit-name: 'be-tests-druid-jdbc-ee'
         test-args: >-
           :only-tags [:mb/driver-tests]
-          :exclude-tags [:mb/transforms-python-test]
     - name: Upload Test Results
       uses: ./.github/actions/upload-test-results
       if: always()
@@ -324,7 +243,6 @@ jobs:
       MB_DATABRICKS_TEST_HTTP_PATH: ${{ secrets.MB_DATABRICKS_JDBC_TEST_HTTP_PATH }}
       MB_DATABRICKS_TEST_TOKEN: ${{ secrets.MB_DATABRICKS_JDBC_TEST_TOKEN }}
       MB_DATABRICKS_TEST_CATALOG: 'metabase_ci'
-      MB_DATABRICKS_TEST_CATALOG_ROUTING: 'metabase_routing_catalog'
       MB_DATABRICKS_TEST_CLIENT_ID: ${{ secrets.MB_DATABRICKS_JDBC_TEST_CLIENT_ID }}
       MB_DATABRICKS_TEST_OAUTH_SECRET: ${{ secrets.MB_DATABRICKS_JDBC_TEST_OAUTH_SECRET }}
     name: Databricks
@@ -336,7 +254,6 @@ jobs:
         junit-name: 'be-tests-databricks-ee'
         test-args: >-
           :only-tags [:mb/driver-tests]
-          :exclude-tags [:mb/transforms-python-test]
     - name: Upload Test Results
       uses: ./.github/actions/upload-test-results
       if: always()
@@ -362,7 +279,6 @@ jobs:
       MB_DATABRICKS_TEST_HTTP_PATH: ${{ secrets.MB_DATABRICKS_JDBC_TEST_HTTP_PATH }}
       MB_DATABRICKS_TEST_TOKEN: ${{ secrets.MB_DATABRICKS_JDBC_TEST_TOKEN }}
       MB_DATABRICKS_TEST_CATALOG: 'metabase_ci'
-      MB_DATABRICKS_TEST_CATALOG_ROUTING: 'metabase_routing_catalog'
       MB_DATABRICKS_TEST_CLIENT_ID: ${{ secrets.MB_DATABRICKS_JDBC_TEST_CLIENT_ID }}
       MB_DATABRICKS_TEST_OAUTH_SECRET: ${{ secrets.MB_DATABRICKS_JDBC_TEST_OAUTH_SECRET }}
     name: Databricks (Multi-Catalog)
@@ -374,7 +290,6 @@ jobs:
         junit-name: 'be-tests-databricks-multi-catalog-ee'
         test-args: >-
           :only-tags [:mb/driver-tests]
-          :exclude-tags [:mb/transforms-python-test]
     - name: Upload Test Results
       uses: ./.github/actions/upload-test-results
       if: always()
@@ -396,19 +311,12 @@ jobs:
     name: H2
     steps:
     - uses: actions/checkout@v4
-    - name: Setup python-runner
-      uses: ./.github/actions/setup-python-runner
-      with:
-        metabase-automation-token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
-        python-runner-version: ${{ inputs.python-runner-version }}
     - name: Test H2 driver
-      id: test-driver
       uses: ./.github/actions/test-driver
       with:
         junit-name: 'be-tests-h2'
         test-args: >-
           :only-tags [:mb/driver-tests]
-          :exclude-tags [:mb/transforms-python-test]
     - name: Upload Test Results
       uses: ./.github/actions/upload-test-results
       if: always()
@@ -420,12 +328,6 @@ 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 }}
@@ -459,11 +361,6 @@ jobs:
           - name: Driver Tests
             test-args: >-
               :only-tags [:mb/driver-tests]
-            exclude-tag: ':mb/transforms-python-test'
-          - name: Transforms Python Tests
-            test-args: >-
-              :only-tags [:mb/transforms-python-test]
-            needs-python-runner: true
 
     services:
       mysql:
@@ -518,14 +415,7 @@ jobs:
     name: "${{ matrix.version.name }} ${{ 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 }}
-          python-runner-version: ${{ inputs.python-runner-version }}
       - name: Test ${{ matrix.version.name }}
-        id: test-driver
         uses: ./.github/actions/test-driver
         with:
           junit-name: ${{ matrix.version.junit-name }}
@@ -543,12 +433,6 @@ 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
@@ -565,15 +449,6 @@ jobs:
           - name: MongoDB Latest
             junit-name: be-tests-mongo-latest-ee
             image: mongo:latest
-        job:
-          - name: Driver Tests
-            test-args: >-
-              :exclude-tags '[:mongo-sharded-cluster-tests :mb/transforms-python-test]'
-              :only-tags [:mb/driver-tests]
-          - name: Transforms Python Tests
-            test-args: >-
-              :only-tags [:mb/transforms-python-test]
-            needs-python-runner: true
     env:
       CI: 'true'
       DRIVERS: mongo
@@ -587,21 +462,16 @@ jobs:
         env:
           MONGO_INITDB_ROOT_USERNAME: metabase
           MONGO_INITDB_ROOT_PASSWORD: metasample123
-    name: ${{ matrix.version.name }} ${{ matrix.job.name }}
+    name: ${{ matrix.version.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 }}
-        python-runner-version: ${{ inputs.python-runner-version }}
     - name: Test ${{ matrix.version.name }}
-      id: test-driver
       uses: ./.github/actions/test-driver
       with:
         junit-name: ${{ matrix.version.junit-name }}
-        test-args: ${{ matrix.job.test-args }}
+        test-args: >-
+          :exclude-tags [:mongo-sharded-cluster-tests]
+          :only-tags [:mb/driver-tests]
     - name: Upload Test Results
       uses: ./.github/actions/upload-test-results
       if: always()
@@ -613,12 +483,6 @@ 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
@@ -671,7 +535,7 @@ jobs:
         with:
           junit-name: ${{ matrix.version.junit-name }}
           test-args: >-
-            :exclude-tags '[:mongo-sharded-cluster-tests :mb/transforms-python-test]'
+            :exclude-tags [:mongo-sharded-cluster-tests]
             :only-tags [:mb/driver-tests]
       - name: Upload Test Results
         uses: ./.github/actions/upload-test-results
@@ -779,7 +643,6 @@ jobs:
         junit-name: ${{ matrix.version.junit-name }}
         test-args: >-
           :only-tags [:mb/driver-tests]
-          :exclude-tags [:mb/transforms-python-test]
     - name: Upload Test Results
       uses: ./.github/actions/upload-test-results
       if: always()
@@ -814,11 +677,6 @@ jobs:
           - name: Driver Tests
             test-args: >-
               :only-tags [:mb/driver-tests]
-            exclude-tag: ':mb/transforms-python-test'
-          - name: Transforms Python Tests
-            test-args: >-
-              :only-tags [:mb/transforms-python-test]
-            needs-python-runner: true
     name: "${{ matrix.version.name }} ${{ matrix.job.name }}"
     env:
       # Only run old migrations tests on pushes to master or release branches. All other branches should skip tests
@@ -860,14 +718,7 @@ jobs:
           POSTGRES_HOST_AUTH_METHOD: trust
     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 }}
-          python-runner-version: ${{ inputs.python-runner-version }}
       - 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 }}'
@@ -885,12 +736,6 @@ 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
@@ -949,7 +794,6 @@ jobs:
         junit-name: 'be-tests-presto-jdbc-ee'
         test-args: >-
           :only-tags [:mb/driver-tests]
-          :exclude-tags [:mb/transforms-python-test]
     - name: Upload Test Results
       uses: ./.github/actions/upload-test-results
       if: always()
@@ -979,34 +823,20 @@ jobs:
             skip: false
             test-args: >-
               :only-tags [:mb/driver-tests]
-              :exclude-tags '[:mb/upload-tests :mb/transforms-python-test]'
+              :exclude-tags [:mb/upload-tests]
               :fail-fast? true
-          - name: Redshift Transforms Python Tests
-            skip: false
-            test-args: >-
-              :only-tags [:mb/transforms-python-test]
-              :fail-fast? true
-            needs-python-runner: true
 
     env:
       CI: 'true'
       DRIVERS: redshift
       MB_REDSHIFT_TEST_USER: metabase_ci
       MB_REDSHIFT_TEST_DB: testdb
-      MB_REDSHIFT_TEST_DB_ROUTING: dev
       MB_REDSHIFT_TEST_HOST: ${{ secrets.MB_REDSHIFT_TEST_HOST }}
       MB_REDSHIFT_TEST_PASSWORD: ${{ secrets.MB_REDSHIFT_TEST_PASSWORD }}
     name: ${{ 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 }}
-        python-runner-version: ${{ inputs.python-runner-version }}
     - name: Test ${{ matrix.job.name }}
-      id: test-driver
       if: ${{ !matrix.job.skip }}
       uses: ./.github/actions/test-driver
       with:
@@ -1024,30 +854,11 @@ 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]
-# 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
@@ -1066,21 +877,15 @@ jobs:
       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 }}
+    name: Snowflake
     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 }}
-        python-runner-version: ${{ inputs.python-runner-version }}
     - 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 }}
+        test-args: >-
+          :only-tags [:mb/driver-tests]
     - name: Upload Test Results
       uses: ./.github/actions/upload-test-results
       if: always()
@@ -1092,12 +897,6 @@ 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-sparksql-ee:
     needs: determine-driver-skips
@@ -1121,7 +920,6 @@ jobs:
         junit-name: 'be-tests-sparksql-ee'
         test-args: >-
           :only-tags [:mb/driver-tests]
-          :exclude-tags [:mb/transforms-python-test]
     - name: Upload Test Results
       uses: ./.github/actions/upload-test-results
       if: always()
@@ -1151,7 +949,6 @@ jobs:
         junit-name: 'be-tests-sqlite-ee'
         test-args: >-
           :only-tags [:mb/driver-tests]
-          :exclude-tags [:mb/transforms-python-test]
     - name: Upload Test Results
       uses: ./.github/actions/upload-test-results
       if: always()
@@ -1179,15 +976,6 @@ jobs:
           - name: SQL Server 2022
             junit-name: be-tests-sqlserver-2022-ee
             image: mcr.microsoft.com/mssql/server:2022-latest
-        job:
-          - name: Driver Tests
-            test-args: >-
-              :only-tags [:mb/driver-tests]
-              :exclude-tags [:mb/transforms-python-test]
-          - name: Transforms Python Tests
-            test-args: >-
-              :only-tags [:mb/transforms-python-test]
-            needs-python-runner: true
     env:
       CI: 'true'
       DRIVERS: sqlserver
@@ -1203,21 +991,15 @@ jobs:
           ACCEPT_EULA: Y
           SA_PASSWORD: 'P@ssw0rd'
           MSSQL_MEMORY_LIMIT_MB: 1024
-    name: ${{ matrix.version.name }} ${{ matrix.job.name }}
+    name: ${{ matrix.version.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 }}
-        python-runner-version: ${{ inputs.python-runner-version }}
     - name: Test ${{ matrix.version.name }}
-      id: test-driver
       uses: ./.github/actions/test-driver
       with:
         junit-name: ${{ matrix.version.junit-name }}
-        test-args: ${{ matrix.job.test-args }}
+        test-args: >-
+          :only-tags [:mb/driver-tests]
     - name: Upload Test Results
       uses: ./.github/actions/upload-test-results
       if: always()
@@ -1229,84 +1011,47 @@ 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:
-  #   needs: determine-driver-skips
-  #   if: ${{ !inputs.skip && !(needs.determine-driver-skips.outputs.skip == 'true') }}
-  #   runs-on: ubuntu-22.04
-  #   timeout-minutes: 60
-  #   env:
-  #     CI: 'true'
-  #     DRIVERS: starburst
-  #   services:
-  #     starburst:
-  #       image: trinodb/trino:latest
-  #       env:
-  #         CATALOG_MANAGEMENT: dynamic
-  #       ports:
-  #         - "8080:8080"
-  #   name: Starburst
-  #   steps:
-  #   - uses: actions/checkout@v4
-  #   - name: Make plugins directory
-  #     run: mkdir plugins
-  #   - name: Test Starburst driver
-  #     uses: ./.github/actions/test-driver
-  #     with:
-  #       junit-name: 'be-tests-starburst-ee'
-  #       test-args: >-
-  #         :only-tags [:mb/driver-tests]
-  #   - 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 }}
-
-  login-to-ecr:
+  be-tests-starburst-ee:
     needs: determine-driver-skips
     if: ${{ !inputs.skip && !(needs.determine-driver-skips.outputs.skip == 'true') }}
     runs-on: ubuntu-22.04
-    timeout-minutes: 15
-    permissions:
-      id-token: write
-      contents: read
+    timeout-minutes: 60
+    env:
+      CI: 'true'
+      DRIVERS: starburst
+    services:
+      starburst:
+        image: trinodb/trino:latest
+        env:
+          CATALOG_MANAGEMENT: dynamic
+        ports:
+          - "8080:8080"
+    name: Starburst
     steps:
-    - name: Configure AWS credentials
-      uses: aws-actions/configure-aws-credentials@v4
+    - uses: actions/checkout@v4
+    - name: Make plugins directory
+      run: mkdir plugins
+    - name: Test Starburst driver
+      uses: ./.github/actions/test-driver
       with:
-        role-to-assume: ${{ secrets.CI_IAM_ROLE }}
-        role-session-name: GitHub_to_AWS_via_FederatedOIDC
-        aws-region: us-east-1
-    - name: Get ECR password
-      id: login-ecr
-      run: |
-        PASSWORD=$(aws ecr get-login-password --region us-east-1)
-
-        REGISTRY="$(aws sts get-caller-identity --query Account --output text).dkr.ecr.us-east-1.amazonaws.com"
-
-        echo "docker_username=AWS" >> $GITHUB_OUTPUT
-        echo "docker_password=$PASSWORD" >> $GITHUB_OUTPUT
-        echo "registry=$REGISTRY" >> $GITHUB_OUTPUT
-    outputs:
-      registry: ${{ steps.login-ecr.outputs.registry }}
-      docker_username: ${{ steps.login-ecr.outputs.docker_username }}
-      docker_password: ${{ steps.login-ecr.outputs.docker_password }}
+        junit-name: 'be-tests-starburst-ee'
+        test-args: >-
+          :only-tags [:mb/driver-tests]
+    - 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 }}
 
   be-tests-vertica-ee:
-    needs: [determine-driver-skips, login-to-ecr]
+    needs: determine-driver-skips
     if: ${{ !inputs.skip && !(needs.determine-driver-skips.outputs.skip == 'true') }}
     runs-on: ubuntu-22.04
     timeout-minutes: 60
@@ -1315,12 +1060,9 @@ jobs:
       DRIVERS: vertica
     services:
       vertica:
-        image: ${{ needs.login-to-ecr.outputs.registry }}/vertica-ce:25.3.0-0
+        image: vertica/vertica-ce:12.0.2-0
         ports:
           - "5433:5433"
-        credentials:
-          username: ${{ needs.login-to-ecr.outputs.docker_username }}
-          password: ${{ needs.login-to-ecr.outputs.docker_password }}
     name: Vertica
     steps:
     - uses: actions/checkout@v4
@@ -1332,7 +1074,6 @@ jobs:
         junit-name: 'be-tests-vertica-ee'
         test-args: >-
           :only-tags [:mb/driver-tests]
-          :exclude-tags [:mb/transforms-python-test]
     - name: Upload Test Results
       uses: ./.github/actions/upload-test-results
       if: always()
@@ -1366,9 +1107,8 @@ jobs:
       - be-tests-sparksql-ee
       - be-tests-sqlite-ee
       - be-tests-sqlserver
-      # - be-tests-starburst-ee
-      # TODO(rileythomp, 2025-08-20): Re-enable vertica tests once the docker image is updated
-      # - be-tests-vertica-ee
+      - be-tests-starburst-ee
+      - be-tests-vertica-ee
       - be-tests-clickhouse-ee
     runs-on: ubuntu-latest
     timeout-minutes: 5
@@ -1390,7 +1130,7 @@ jobs:
               }));
 
             // are all jobs skipped or successful?
-            if (jobs.every(job => (job.result === 'skipped' || job.result === 'success' || job.name == 'be-tests-starburst-ee'))) {
+            if (jobs.every(job => (job.result === 'skipped' || job.result === 'success'))) {
                 console.log("");
                 console.log("        _------.        ");
                 console.log("       /  ,     \_      ");

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

@@ -1,185 +0,0 @@
-# Thi workflow does the backward compatibility tests
-# between the Embedding SDK package of version N and Embedding SDK Bundle of version N - 1
-# N - 1 is a target of a PR
-name: Embedding SDK backward-compatibility E2E Component Tests
-
-on:
-  workflow_call:
-    inputs:
-      cached-embedding-sdk-dist-artifact-name:
-        required: true
-        type: string
-
-jobs:
-  files-changed:
-    name: "SDK backward-compatibility E2E > Check which files changed"
-    runs-on: ubuntu-22.04
-    timeout-minutes: 3
-    outputs:
-      e2e_embedding_sdk: ${{ steps.changes.outputs.e2e_embedding_sdk }}
-    steps:
-      - uses: actions/checkout@v4
-      - name: Test which files changed
-        uses: dorny/paths-filter@v3.0.0
-        id: changes
-        with:
-          token: ${{ github.token }}
-          filters: .github/file-paths.yaml
-
-  decide-target-ref:
-    runs-on: ubuntu-latest
-    outputs:
-      target-ref: ${{ steps.get-target-ref.outputs.value }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          fetch-depth: 2
-
-      - name: Decide ref to checkout
-        id: get-target-ref
-        run: |
-          if [[ "${{ github.event_name }}" == "pull_request" ]]; then
-            echo "value=${{ github.base_ref }}" >> "$GITHUB_OUTPUT"
-          else
-            echo "value=$(git rev-parse HEAD^1)" >> "$GITHUB_OUTPUT"
-          fi
-
-  # if this is a test on a release branch, we need to check the build requirements
-  get-build-requirements:
-    name: "SDK backward-compatibility E2E > [Backport only] Get build requirements"
-    needs: [decide-target-ref]
-    if: |
-      !cancelled() &&
-      contains(github.base_ref || github.ref, 'release-x')
-    runs-on: ubuntu-22.04
-    timeout-minutes: 10
-    outputs:
-      java_version: ${{ fromJson(steps.dependencies.outputs.result).java_version }}
-      node_version: ${{ fromJson(steps.dependencies.outputs.result).node_version }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          ref: ${{ needs.decide-target-ref.outputs.target-ref }}
-          sparse-checkout: release
-      - name: Prepare build scripts
-        run: cd ${{ github.workspace }}/release && yarn && yarn build
-      - name: Get build dependencies
-        uses: actions/github-script@v7
-        id: dependencies
-        with:
-          script: | # js
-            const {
-              getBuildRequirements,
-              getVersionFromReleaseBranch,
-            } = require('${{ github.workspace }}/release/dist/index.cjs');
-            const targetBranchName = '${{ github.base_ref || github.ref }}';
-
-            const version = getVersionFromReleaseBranch(targetBranchName);
-            const requirements = getBuildRequirements(version);
-
-            return {
-              java_version: requirements.java,
-              node_version: requirements.node,
-            };
-
-  e2e-tests:
-    name: "SDK backward-compatibility E2E > Run e2e tests"
-    needs: [files-changed, decide-target-ref, get-build-requirements]
-    if: |
-      !cancelled() &&
-      needs.files-changed.outputs.e2e_embedding_sdk == 'true'
-    runs-on: ubuntu-22.04
-    timeout-minutes: 45
-    env:
-      MB_EDITION: ee
-      DISPLAY: ""
-      # Any env starting with `CYPRESS_` will be available to all Cypress tests via `Cypress.env()`
-      # Example: you can get `CYPRESS_FOO` with `Cypress.env("FOO")`
-      CYPRESS_MB_ALL_FEATURES_TOKEN: ${{ secrets.MB_ALL_FEATURES_TOKEN }}
-      CYPRESS_MB_STARTER_CLOUD_TOKEN: ${{ secrets.MB_STARTER_CLOUD_TOKEN }}
-      CYPRESS_MB_PRO_CLOUD_TOKEN: ${{ secrets.MB_PRO_CLOUD_TOKEN }}
-      CYPRESS_MB_PRO_SELF_HOSTED_TOKEN: ${{ secrets.MB_PRO_SELF_HOSTED_TOKEN }}
-      CYPRESS_PULL_REQUEST_ID: ${{ github.event.pull_request.number || '' }}
-      COMMIT_INFO_MESSAGE: ${{ github.event.pull_request.title || github.event.head_commit.message || github.event.head.sha }}
-      TZ: US/Pacific # to make node match the instance tz
-      CYPRESS_CI: true
-
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          ref: ${{ needs.decide-target-ref.outputs.target-ref }}
-
-      - name: Prepare back-end environment
-        uses: ./.github/actions/prepare-backend
-        with:
-          m2-cache-key: uberjar
-          java-version: "${{ needs.get-build-requirements.outputs.java_version || 21 }}"
-
-      - name: Prepare front-end environment
-        uses: ./.github/actions/prepare-frontend
-        with:
-          node-version: "${{ needs.get-build-requirements.outputs.node_version }}"
-
-      - name: Build uberjar with ./bin/build.sh
-        run: ./bin/build.sh
-
-      - name: Retrieve Embedding SDK dist artifact
-        uses: actions/download-artifact@v4
-        with:
-          name: ${{ inputs.cached-embedding-sdk-dist-artifact-name }}
-          path: ${{ github.workspace }}/resources/embedding-sdk
-
-      - name: Prepare Cypress environment
-        id: cypress-prep
-        uses: ./.github/actions/prepare-cypress
-
-      - name: Run Metabase
-        run: node e2e/runner/run_cypress_ci.js start
-
-      - name: Make app db snapshot
-        run: node e2e/runner/run_cypress_ci.js snapshot --browser ${{ steps.cypress-prep.outputs.chrome-path }}
-
-      - name: Run component tests for Embedding SDK
-        run: |
-          node e2e/runner/run_cypress_ci.js component \
-            --browser ${{ steps.cypress-prep.outputs.chrome-path }} \
-            --env grepTags="-@skip-backward-compatibility",grepOmitFiltered=true
-
-      - name: Upload Test Results
-        uses: ./.github/actions/upload-test-results
-        if: always()
-        with:
-          input-path: ./target/junit
-          output-name: e2e-embedding-sdk
-          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: Upload Cypress Artifacts upon failure
-        uses: actions/upload-artifact@v4
-        if: failure()
-        with:
-          name: cypress-recording-embedding-sdk-cross-version
-          path: |
-            ./cypress
-            ./logs/test.log
-          if-no-files-found: ignore
-
-      - name: Publish Summary
-        if: failure()
-        uses: actions/github-script@v7
-        with:
-          script: | #js
-            const {
-               generateReport,
-               parseReport,
-               formatSummary
-             } = require("./.github/scripts/handle-mochawesome-report.js");
-
-             const report = await generateReport();
-             const results = parseReport(report);
-             const summary = formatSummary(results);
-
-             await core.summary.addRaw(summary).write();

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

@@ -0,0 +1,230 @@
+name: E2E Cross-version Component Tests for Embedding SDK
+
+on:
+  workflow_call:
+
+jobs:
+  files-changed:
+    name: "SDK cross-version E2E > Check which files changed"
+    runs-on: ubuntu-22.04
+    timeout-minutes: 3
+    outputs:
+      e2e_all: ${{ steps.changes.outputs.e2e_all }}
+    steps:
+      - uses: actions/checkout@v4
+      - name: Test which files changed
+        uses: dorny/paths-filter@v3.0.0
+        id: changes
+        with:
+          token: ${{ github.token }}
+          filters: .github/file-paths.yaml
+
+  # if this is a test on a release branch, we need to check the build requirements
+  get-build-requirements:
+    name: "SDK cross-version E2E > [Backport only] Get build requirements"
+    if: |
+      !cancelled()
+    runs-on: ubuntu-22.04
+    timeout-minutes: 10
+    outputs:
+      java_version: ${{ fromJson(steps.dependencies.outputs.result).java_version }}
+      node_version: ${{ fromJson(steps.dependencies.outputs.result).node_version }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          sparse-checkout: release
+      - name: Prepare build scripts
+        run: cd ${{ github.workspace }}/release && yarn && yarn build
+      - name: Get build dependencies
+        uses: actions/github-script@v7
+        id: dependencies
+        with:
+          script: | # js
+            const {
+              getBuildRequirements,
+              getVersionFromReleaseBranch,
+            } = require('${{ github.workspace }}/release/dist/index.cjs');
+            const targetBranchName = '${{ github.base_ref || github.ref }}';
+
+            const version = getVersionFromReleaseBranch(targetBranchName);
+            const requirements = getBuildRequirements(version);
+
+            return {
+              java_version: requirements.java,
+              node_version: requirements.node,
+            };
+
+  build:
+    name: "SDK cross-version E2E > Build uberjar"
+    needs: [files-changed, get-build-requirements]
+    if: |
+      !cancelled()
+    runs-on: ubuntu-22.04
+    timeout-minutes: 25
+    env:
+      MB_EDITION: ee
+      INTERACTIVE: false
+      # make sure that builds on release branches get licenses, because we use them for releases
+      SKIP_LICENSES: ${{ github.event_name == 'pull_request' }}
+    steps:
+      - uses: actions/checkout@v4
+      - name: Prepare front-end environment
+        uses: ./.github/actions/prepare-frontend
+        with:
+          node-version: "${{ needs.get-build-requirements.outputs.node_version }}"
+      - name: Prepare back-end environment
+        uses: ./.github/actions/prepare-backend
+        with:
+          m2-cache-key: uberjar
+          java-version: "${{ needs.get-build-requirements.outputs.java_version || 11 }}"
+
+      - name: Build uberjar with ./bin/build.sh
+        run: ./bin/build.sh
+
+      - name: Prepare uberjar artifact
+        uses: ./.github/actions/prepare-uberjar-artifact
+        with:
+          name: metabase-ee-${{ github.event.pull_request.head.sha || github.sha }}-uberjar-cross-version
+
+  resolve-sdk-version:
+    name: "SDK cross-version E2E > Resolve SDK version"
+    if: |
+      !cancelled()
+    runs-on: ubuntu-22.04
+    timeout-minutes: 10
+    outputs:
+      sdk_version: ${{ fromJson(steps.dependencies.outputs.result).sdk_version }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          sparse-checkout: release
+      - name: Prepare build scripts
+        run: cd ${{ github.workspace }}/release && yarn && yarn build
+      - name: Get latest SDK release for this branch
+        uses: actions/github-script@v7
+        id: dependencies
+        with:
+          script: | # js
+            const { getSdkVersionFromReleaseBranchName } = require('${{ github.workspace }}/release/dist/index.cjs');
+            const branchName = '${{ github.base_ref || github.ref }}';
+
+            const sdk_version = await getSdkVersionFromReleaseBranchName({
+              github,
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              branchName,
+            });
+
+            return {
+              sdk_version,
+            };
+
+  e2e-tests:
+    name: "SDK cross-version E2E > Run e2e tests"
+    needs: [get-build-requirements, build, resolve-sdk-version]
+    if: |
+      !cancelled() && needs.build.result == 'success'
+    runs-on: ubuntu-22.04
+    timeout-minutes: 45
+    env:
+      MB_EDITION: ee
+      DISPLAY: ""
+      # Any env starting with `CYPRESS_` will be available to all Cypress tests via `Cypress.env()`
+      # Example: you can get `CYPRESS_FOO` with `Cypress.env("FOO")`
+      CYPRESS_MB_ALL_FEATURES_TOKEN: ${{ secrets.MB_ALL_FEATURES_TOKEN }}
+      CYPRESS_MB_STARTER_CLOUD_TOKEN: ${{ secrets.MB_STARTER_CLOUD_TOKEN }}
+      CYPRESS_MB_PRO_CLOUD_TOKEN: ${{ secrets.MB_PRO_CLOUD_TOKEN }}
+      CYPRESS_MB_PRO_SELF_HOSTED_TOKEN: ${{ secrets.MB_PRO_SELF_HOSTED_TOKEN }}
+      CYPRESS_PULL_REQUEST_ID: ${{ github.event.pull_request.number || '' }}
+      COMMIT_INFO_MESSAGE: ${{ github.event.pull_request.title || github.event.head_commit.message || github.event.head.sha }}
+      TZ: US/Pacific # to make node match the instance tz
+      CYPRESS_CI: true
+
+    steps:
+      - uses: actions/checkout@v4
+
+      # Needed to omit newly added tests for functionality that is not yet released
+      - name: Sparse checkout tests from SDK release commit
+        uses: actions/checkout@v4
+        with:
+          ref: embedding-sdk-${{ needs.resolve-sdk-version.outputs.sdk_version }}
+          path: sdk-release-e2e
+          sparse-checkout: e2e
+
+      - name: Move tests from the release commit into the repo
+        run: |
+          rm -rf ./e2e/support/*
+          mv ./sdk-release-e2e/e2e/support/* ./e2e/support
+
+          rm -rf ./e2e/test-component/*
+          mv ./sdk-release-e2e/e2e/test-component/* ./e2e/test-component
+        shell: bash
+
+      - name: Retrieve uberjar artifact for ee
+        uses: actions/download-artifact@v4
+        with:
+          name: metabase-ee-${{ github.event.pull_request.head.sha || github.sha }}-uberjar-cross-version
+
+      - name: Prepare front-end environment
+        uses: ./.github/actions/prepare-frontend
+
+      - name: Prepare JDK ${{ needs.get-build-requirements.outputs.java_version || 11 }}
+        uses: actions/setup-java@v4
+        with:
+          java-version: ${{ needs.get-build-requirements.outputs.java_version || 11 }}
+          distribution: "temurin"
+
+      - name: Prepare Cypress environment
+        id: cypress-prep
+        uses: ./.github/actions/prepare-cypress
+
+      - name: Install Embedding SDK package v${{ needs.resolve-sdk-version.outputs.sdk_version }}
+        run: yarn add @metabase/embedding-sdk-react@${{ needs.resolve-sdk-version.outputs.sdk_version }}
+
+      - name: Run Metabase
+        run: node e2e/runner/run_cypress_ci.js start
+
+      - name: Make app db snapshot
+        run: node e2e/runner/run_cypress_ci.js snapshot --browser ${{ steps.cypress-prep.outputs.chrome-path }}
+
+      - name: Run component tests for Embedding SDK
+        run: node e2e/runner/run_cypress_ci.js component --browser ${{ steps.cypress-prep.outputs.chrome-path }}
+
+      - name: Upload Test Results
+        uses: ./.github/actions/upload-test-results
+        if: always()
+        with:
+          input-path: ./target/junit
+          output-name: e2e-embedding-sdk
+          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: Upload Cypress Artifacts upon failure
+        uses: actions/upload-artifact@v4
+        if: failure()
+        with:
+          name: cypress-recording-embedding-sdk-cross-version
+          path: |
+            ./cypress
+            ./logs/test.log
+          if-no-files-found: ignore
+
+      - name: Publish Summary
+        if: failure()
+        uses: actions/github-script@v7
+        with:
+          script: | #js
+            const {
+               generateReport,
+               parseReport,
+               formatSummary
+             } = require("./.github/scripts/handle-mochawesome-report.js");
+
+             const report = await generateReport();
+             const results = parseReport(report);
+             const summary = formatSummary(results);
+
+             await core.summary.addRaw(summary).write();

.github/workflows/e2e-cross-version-for-breaking-changes.yml

@@ -0,0 +1,162 @@
+name: E2E cross-version for breaking changes
+
+# See `bin/backward-compatibility-test.js` for the documentation of this workflow.
+
+on:
+  workflow_dispatch:
+    inputs:
+      fe-ref:
+        description: "Frontend git ref to use"
+        type: string
+        required: true
+        default: "master"
+      be-ref:
+        description: "Backend git ref to use"
+        type: string
+        required: true
+        default: "master"
+      total-shards:
+        description: "Total number of parallel test shards"
+        type: number
+        required: false
+        default: 4
+  workflow_call:
+    inputs:
+      fe-ref:
+        description: "Frontend git ref to use"
+        type: string
+        required: true
+      be-ref:
+        description: "Backend git ref to use"
+        type: string
+        required: true
+      total-shards:
+        description: "Total number of parallel test shards"
+        type: number
+        required: false
+        default: 4
+
+jobs:
+  generate-matrix:
+    name: "Breaking changes E2E > Generate matrix"
+    runs-on: ubuntu-latest
+    outputs:
+      matrix_json: ${{ steps.set_matrix.outputs.matrix_json }}
+      shards_total: ${{ steps.set_matrix.outputs.shards_total }}
+    steps:
+      - name: Set up shard matrix
+        id: set_matrix
+        uses: actions/github-script@v7
+        with:
+          # generate an output like `{"matrixJson": "{\"shard\": [1, 2, 3, 4]}", "shardsTotal": 4}` to be used in the other jobs
+          script: |
+            const totalShards = parseInt(process.env.TOTAL_SHARDS_INPUT, 10);
+
+            const matrix = { shard: Array.from({ length: totalShards }, (_, i) => i + 1) };
+
+            console.log("Generated matrix JSON", matrix);
+            console.log(`Total shards: ${totalShards}`);
+
+            core.setOutput('matrix_json', JSON.stringify(matrix));
+            core.setOutput('shards_total', totalShards);
+        env:
+          TOTAL_SHARDS_INPUT: ${{ inputs.total-shards }}
+
+  build-jar:
+    name: "Breaking changes E2E > Build jar"
+    runs-on: ubuntu-22.04
+    timeout-minutes: 45
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Prepare Node.js
+        # We're not using `actions/prepare-frontend` because we don't want to install deps from the root repo
+        # nor we want to touch the cache as we'll be potentially be installing different versions of packages
+        uses: actions/setup-node@v4
+        with:
+          node-version-file: ".nvmrc"
+
+      - name: Prepare back-end environment
+        uses: ./.github/actions/prepare-backend
+        with:
+          m2-cache-key: cross-version-uberjar
+
+      - name: Build jar with different frontend and backend version
+        env:
+          MB_EDITION: ee
+          CYPRESS_CI: true
+        run: |
+          node bin/backward-compatibility-test.js \
+            ${{ inputs.fe-ref }} ${{ inputs.be-ref }} \
+            build
+
+      - name: Upload Uberjar
+        uses: actions/upload-artifact@v4
+        with:
+          name: metabase-jar-cross-version
+          path: .tmp/metabase-be/target/uberjar/metabase.jar
+          if-no-files-found: error
+
+  run-breaking-changes-tests:
+    name: "Breaking changes E2E > Run breaking changes tests"
+    needs: [build-jar, generate-matrix]
+    runs-on: ubuntu-22.04
+    timeout-minutes: 45
+    env:
+      TOTAL_SHARDS: ${{ needs.generate-matrix.outputs.shards_total }}
+    strategy:
+      fail-fast: false
+      matrix: ${{ fromJson(needs.generate-matrix.outputs.matrix_json) }}
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Prepare Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version-file: ".nvmrc"
+
+      - name: Prepare back-end environment
+        uses: ./.github/actions/prepare-backend
+        with:
+          m2-cache-key: cross-version-uberjar
+
+      - name: Download Uberjar
+        uses: actions/download-artifact@v4
+        with:
+          name: metabase-jar-cross-version
+          path: .tmp/metabase-be/target/uberjar/
+
+      - name: Download FE repo
+        run: |
+          git clone --depth 1 -b ${{ inputs.fe-ref }} https://github.com/metabase/metabase.git .tmp/metabase-fe
+
+      - name: Install FE dependencies
+        working-directory: .tmp/metabase-fe
+        run: |
+          yarn install
+
+      - name: Prepare Cypress environment
+        id: cypress-prep
+        uses: ./.github/actions/prepare-cypress
+        with:
+          working-directory: .tmp/metabase-fe
+
+      - name: Run the tests
+        env:
+          MB_EDITION: ee
+          CYPRESS_MB_ALL_FEATURES_TOKEN: ${{ secrets.MB_ALL_FEATURES_TOKEN }}
+          CYPRESS_MB_STARTER_CLOUD_TOKEN: ${{ secrets.MB_STARTER_CLOUD_TOKEN }}
+          CYPRESS_MB_PRO_CLOUD_TOKEN: ${{ secrets.MB_PRO_CLOUD_TOKEN }}
+          CYPRESS_MB_PRO_SELF_HOSTED_TOKEN: ${{ secrets.MB_PRO_SELF_HOSTED_TOKEN }}
+          CYPRESS_CI: true
+        run: |
+          node bin/backward-compatibility-test.js \
+            ${{ inputs.fe-ref }} ${{ inputs.be-ref }} \
+            start > /dev/null & \
+            node bin/backward-compatibility-test.js \
+            ${{ inputs.fe-ref }} ${{ inputs.be-ref }} \
+            test ${{ matrix.shard}}/${{ env.TOTAL_SHARDS }}

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

@@ -1,15 +1,20 @@
 name: "[NOT REQUIRED] SDK Compatibility tests"
 
+# Note: these are currently never called, we're skipping them as they're failing, below is the original triggers
 on:
-  push:
-    branches:
-      - "master"
-      - "release-**"
-  pull_request:
-    types: [opened, synchronize, reopened]
-    branches:
-      - "master"
-      - "release-**"
+  workflow_call:
+
+# Original trigger (commented for reference):
+# on:
+#   push:
+#     branches:
+#       - "master"
+#       - "release-**"
+#   pull_request:
+#     types: [opened, synchronize, reopened]
+#     branches:
+#       - "master"
+#       - "release-**"
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.head_ref && github.ref || github.run_id }}
@@ -178,8 +183,12 @@ jobs:
         with:
           name: metabase-ee-${{ github.event.pull_request.head.sha || github.sha }}-uberjar
 
+      - name: Compile CLJS
+        run: yarn build-pure:cljs
+        shell: bash
+
       - name: Build Embedding SDK package
-        run: yarn build-embedding-sdk-package
+        run: yarn build-embedding-sdk
 
       - name: Prepare Embedding SDK artifact
         uses: actions/upload-artifact@v4
@@ -192,7 +201,7 @@ jobs:
   # - starts it
   # - runs its Cypress tests against the local metabase.jar and local @metabase/embedding-sdk-react package.
   # The job is not required, though if it's failing better to be sure that it's not caused by a breaking change.
-  # For more details see `Sample Apps compatibility with Embedding SDK tests` in `enterprise/frontend/src/embedding-sdk-package/dev.md`
+  # For more details see `Sample Apps compatibility with Embedding SDK tests` in `enterprise/frontend/src/embedding-sdk/dev.md`
   e2e-sample-apps-tests:
     needs: [get-build-requirements, get-sample-apps-data, build]
     strategy:
@@ -316,7 +325,7 @@ jobs:
   # - starts an app
   # - runs its Cypress tests against the e2e test metabase instance and local @metabase/embedding-sdk-react package.
   # The job is not required, though if it's failing better to be sure that it's not caused by a breaking change.
-  # For more details see `Embedding SDK integration tests with Host Apps` in `enterprise/frontend/src/embedding-sdk-package/dev.md`
+  # For more details see `Embedding SDK integration tests with Host Apps` in `enterprise/frontend/src/embedding-sdk/dev.md`
   e2e-host-apps-tests:
     needs: [get-build-requirements, build]
     strategy:

.github/workflows/e2e-test.yml

@@ -28,11 +28,6 @@ on:
       split_index: # index of the chunk
         required: false
         type: number
-      python-runner-version:
-        type: string
-        default: 'v0.0.1'
-        description: 'Git tag or commit of python-runner repository to use'
-        required: false
 
 jobs:
   e2e-tests:
@@ -65,15 +60,6 @@ jobs:
       CYPRESS_IS_EMBEDDING_SDK: "${{ inputs.name == 'embedding-sdk' }}"
     steps:
       - uses: actions/checkout@v4
-        with:
-          submodules: true
-          token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
-
-      - name: Setup python-runner
-        uses: ./.github/actions/setup-python-runner
-        with:
-          metabase-automation-token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
-          python-runner-version: ${{ inputs.python-runner-version }}
 
       - name: Prepare Docker containers
         uses: ./.github/actions/e2e-prepare-containers
@@ -93,11 +79,9 @@ jobs:
         uses: ./.github/actions/run-embedding-sdk-storybook
 
       - name: Retrieve uberjar artifact for ${{ inputs.edition }}
-        uses: ./.github/actions/fetch-artifact
+        uses: actions/download-artifact@v4
         with:
           name: metabase-${{ inputs.edition }}-${{ github.event.pull_request.head.sha || github.sha }}-uberjar
-          extract-path: "target/uberjar"
-          output-name: "metabase.jar"
 
       - name: Prepare front-end environment
         uses: ./.github/actions/prepare-frontend
@@ -137,7 +121,7 @@ jobs:
           SPLIT_INDEX: ${{ inputs.split_index }}
           SPLIT_FILE: "./e2e/support/timings.json"
           SPLIT_OUTPUT_FILE: "newTimes.json"
-          SPLIT_TIME_THRESHOLD: 0.01 # 1% threshold for changes
+          SPLIT_TIME_THRESHOLD: 5.0
           # do not write cypress-split summary to github
           SPLIT_SUMMARY: false
           SPEC_PATH: ${{ env.specs || inputs.specs }}
@@ -145,7 +129,7 @@ jobs:
         run: |
           echo "Running tests with specs: $SPEC_PATH"
           node e2e/runner/run_cypress_ci.js e2e \
-            --env grepTags="-@mongo+-@flaky+-@OSS+-@skip",grepOmitFiltered=true \
+            --env grepTags="-@mongo+-@flaky+-@OSS --@quarantine",grepOmitFiltered=true \
             --spec "$SPEC_PATH" \
             --browser ${{ steps.cypress-prep.outputs.chrome-path }}
 
@@ -157,7 +141,7 @@ jobs:
         run: |
           echo "Running tests with specs: $SPEC_PATH"
           node e2e/runner/run_cypress_ci.js e2e \
-          --env grepTags="${{inputs.tags && format('{0}+-@skip', inputs.tags) || '-@skip'}}",grepOmitFiltered=true \
+          --env grepTags="${{inputs.tags}} --@quarantine",grepOmitFiltered=true \
           --spec "$SPEC_PATH" \
           --browser ${{ steps.cypress-prep.outputs.chrome-path }}
 
@@ -191,51 +175,6 @@ jobs:
           name: failed-tests-${{ inputs.name }}-${{ inputs.edition }}
           path: ./cypress/test-results
 
-      - name: Extract chunk-specific changed timings
-        id: extract-timings
-        if: inputs.split_index >= 0 && github.ref == 'refs/heads/master'
-        continue-on-error: true
-        uses: actions/github-script@v7
-        with:
-          script: |
-            const fs = require('fs');
-            const oldTimingsPath = "./e2e/support/timings.json";
-            const newTimingsPath = "./e2e/support/newTimes.json";
-
-            if (!fs.existsSync(newTimingsPath)) {
-              throw new Error(`newTimes.json not found - cypress-split may not have generated it`);
-            }
-
-            if (!fs.existsSync(oldTimingsPath)) {
-              throw new Error(`Original timings file ${oldTimingsPath} not found`);
-            }
-
-            const oldTimings = fs.existsSync(oldTimingsPath)
-              ? JSON.parse(fs.readFileSync(oldTimingsPath, "utf8"))
-              : { durations: [] };
-
-            const newTimings = fs.existsSync(newTimingsPath)
-              ? JSON.parse(fs.readFileSync(newTimingsPath, "utf8"))
-              : { durations: [] };
-
-            const { extractChangedTimings } = require('${{ github.workspace }}/.github/scripts/extract-changed-timings.js');
-
-            const result = extractChangedTimings({ oldTimings, newTimings });
-
-            if (result.hasChanges) {
-              core.setOutput('has-changes', 'true');
-              fs.writeFileSync('chunkTimings.json', JSON.stringify(result.changedTimings, null, 2));
-              console.log(`Extracted ${Object.keys(result.changedTimings).length} changed timings for chunk index ${{ inputs.split_index }}`);
-            }
-
-      - name: Upload Timing Data
-        uses: actions/upload-artifact@v4
-        if: steps.extract-timings.outcome == 'success' && steps.extract-timings.outputs.has-changes == 'true'
-        with:
-          name: timing-data-${{ inputs.name }}-${{ inputs.split_index }}
-          path: chunkTimings.json
-          retention-days: 1 # gets merged immediately by parent workflow
-
       - name: Publish Summary
         if: failure()
         uses: actions/github-script@v7
@@ -252,9 +191,3 @@ jobs:
              const summary = formatSummary(results);
 
              await core.summary.addRaw(summary).write();
-
-      - name: Cleanup python-runner
-        if: always()
-        uses: ./.github/actions/cleanup-python-runner
-        with:
-          upload-logs: false

.github/workflows/e2e-tests.yml

@@ -22,6 +22,72 @@ jobs:
       chunks: 50
       specs: ${{ inputs.specs }}
 
+  # if this is a test on a release branch, we need to check the build requirements
+  get-build-requirements:
+    if: |
+      !cancelled() &&
+      contains(github.ref, 'release-x')
+    runs-on: ubuntu-22.04
+    timeout-minutes: 10
+    outputs:
+      java_version: ${{ fromJson(steps.dependencies.outputs.result).java_version }}
+      node_version: ${{ fromJson(steps.dependencies.outputs.result).node_version }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          sparse-checkout: release
+      - name: Prepare build scripts
+        run: cd ${{ github.workspace }}/release && yarn && yarn build
+      - name: Get build dependencies
+        uses: actions/github-script@v7
+        id: dependencies
+        with:
+          script: | # js
+            const { getBuildRequirements, getVersionFromReleaseBranch } = require('${{ github.workspace }}/release/dist/index.cjs');
+
+            const version = getVersionFromReleaseBranch('${{ github.ref }}');
+            const requirements = getBuildRequirements(version);
+
+            return {
+              java_version: requirements.java,
+              node_version: requirements.node,
+            };
+
+  build:
+    needs: [get-build-requirements]
+    if: ${{ !cancelled() && !inputs.skip }}
+    runs-on: ubuntu-22.04
+    timeout-minutes: 15
+    strategy:
+      matrix:
+        edition: [oss, ee]
+    env:
+      MB_EDITION: ${{ matrix.edition }}
+      INTERACTIVE: false
+      # make sure that builds on release branches get licenses, because we use them for releases
+      SKIP_LICENSES: ${{ github.event_name == 'pull_request' }}
+    steps:
+      - uses: actions/checkout@v4
+      - name: Prepare front-end environment
+        uses: ./.github/actions/prepare-frontend
+        with:
+          node-version: "${{ needs.get-build-requirements.outputs.node_version }}"
+      - name: Prepare back-end environment
+        uses: ./.github/actions/prepare-backend
+        with:
+          m2-cache-key: uberjar
+          java-version: "${{ needs.get-build-requirements.outputs.java_version || 21 }}"
+
+      - name: Build uberjar with ./bin/build.sh
+        timeout-minutes: 10
+        run: ./bin/build.sh
+        shell: bash
+
+      - name: Prepare uberjar artifact
+        uses: ./.github/actions/prepare-uberjar-artifact
+        with:
+          name: metabase-${{ matrix.edition }}-${{ github.event.pull_request.head.sha || github.sha }}-uberjar
+
   reset-e2e-test-comment:
     if: ${{ github.event_name == 'pull_request' }}
     runs-on: ubuntu-latest
@@ -58,8 +124,9 @@ jobs:
     uses: ./.github/workflows/e2e-test.yml
     needs:
       - e2e-matrix-builder
+      - build
     if: |
-      !cancelled() && !inputs.skip
+      !cancelled() && needs.build.result == 'success'
     strategy:
       fail-fast: false
       matrix: ${{ fromJson(needs.e2e-matrix-builder.outputs.matrix) }}
@@ -78,76 +145,16 @@ jobs:
     name: Flaky e2e Tests
     uses: ./.github/workflows/e2e-test.yml
     needs:
+      - build
       - e2e-matrix-builder
     # skip flaky test run if only e2e specs changed as an optimization
     if: |
-      !cancelled() && !inputs.skip && needs.e2e-matrix-builder.outputs.isDefaultSpecPattern == 'true'
+      !cancelled() && needs.build.result == 'success' && needs.e2e-matrix-builder.outputs.isDefaultSpecPattern == 'true'
     secrets: inherit
     with:
       name: Flaky
       tags: "@flaky"
 
-  collect-timings:
-    name: Collect E2E Timings
-    runs-on: ubuntu-22.04
-    timeout-minutes: 10
-    needs: e2e-tests
-    if: always() && !cancelled() && github.ref == 'refs/heads/master'
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          sparse-checkout: |
-            .github
-            e2e/support
-          sparse-checkout-cone-mode: false
-
-      - name: Download all timing artifacts
-        uses: actions/download-artifact@v4
-        with:
-          pattern: timing-data-*
-          path: timing-files
-          merge-multiple: false
-        continue-on-error: true
-
-      - name: Merge split timings
-        id: merge
-        continue-on-error: true
-        uses: actions/github-script@v7
-        with:
-          script: |
-            const fs = require('fs');
-            const path = require('path');
-
-            const chunkFiles = glob.sync('timing-files/*/chunkTimings.json');
-
-            const specs = new Map();
-            chunkFiles.forEach(file => {
-              const { durations = [] } = JSON.parse(fs.readFileSync(file, 'utf8'));
-              durations.forEach(({ spec, duration }) => specs.set(spec, duration));
-            });
-
-            if (specs.size === 0) {
-              throw new Error('No timing data found - no specs had timing changes');
-            }
-
-            const outputPath = 'e2e/support/runTimings.json';
-            fs.mkdirSync(path.dirname(outputPath), { recursive: true });
-
-            const runTimings = {
-              durations: [...specs].map(([spec, duration]) => ({ spec, duration }))
-            };
-
-            fs.writeFileSync(outputPath, JSON.stringify(runTimings, null, 2));
-            console.log(`Merged timing data for ${specs.size} specs`);
-
-      - name: Upload merged timing files
-        if: steps.merge.outcome == 'success'
-        uses: actions/upload-artifact@v4
-        with:
-          name: merged-e2e-timings
-          path: e2e/support/runTimings.json
-          retention-days: 7
-
   e2e-tests-result:
     needs:
       - e2e-tests
@@ -174,3 +181,11 @@ jobs:
             echo "E2E Tests failed"
             exit 1
           fi
+
+  pr-env:
+    needs: [build]
+    if: |
+      !cancelled() &&
+      contains(github.event.pull_request.labels.*.name, 'PR-Env')
+    uses: ./.github/workflows/pr-env.yml
+    secrets: inherit

.github/workflows/embedding-sdk-labels-reminder.yml

@@ -1,49 +0,0 @@
-name: Embedding SDK Labels Reminder
-
-on:
-  pull_request:
-    types: [auto_merge_enabled, review_requested, labeled, unlabeled, synchronize]
-    branches:
-      - "master"
-  merge_group:
-
-jobs:
-  files-changed:
-    name: Check which files changed
-    runs-on: ubuntu-22.04
-    timeout-minutes: 3
-    outputs:
-      frontend_embedding_sdk_package_sources: ${{ steps.changes.outputs.frontend_embedding_sdk_package_sources }}
-    steps:
-      - uses: actions/checkout@v4
-      - name: Test which files changed
-        uses: dorny/paths-filter@v3.0.0
-        id: changes
-        with:
-          token: ${{ github.token }}
-          filters: .github/file-paths.yaml
-
-  embedding-sdk-package-no-release-notes-reminder:
-    needs: [ files-changed ]
-    if: |
-      !cancelled() &&
-      (needs.files-changed.outputs.frontend_embedding_sdk_package_sources == 'true')
-    name: Embedding SDK package release-notes/no-release-notes label reminder
-    runs-on: ubuntu-latest
-    timeout-minutes: 5
-    steps:
-      - uses: actions/checkout@v4
-      - uses: jesusvasquez333/verify-pr-label-action@v1.4.0
-        id: verify-release-notes-labels
-        with:
-          github-token: '${{ secrets.GITHUB_TOKEN }}'
-          valid-labels: 'release-notes, no-release-notes'
-          disable-reviews: true
-      - name: Comment on PR if label should be added
-        if: ${{ always() }}
-        uses: ./.github/actions/notify-pull-request
-        with:
-          remove-previous-comment: true
-          add-new-comment: ${{ steps.verify-release-notes-labels.outcome == 'failure' }}
-          message: "⚠️ Changes were made to the <b>Embedding SDK Package</b>. Review this PR and apply one of the following labels.<br><br>- <code>release-notes</code> — select if this PR must be included in the main Metabase changelog release notes.<br>- <code>no-release-notes</code> — select if this PR should not be included in the main Metabase changelog release notes."
-          include-log: true

.github/workflows/embedding-sdk.yml

@@ -43,7 +43,7 @@ jobs:
         with:
           m2-cache-key: "cljs"
       - name: Build Embedding SDK package
-        run: yarn build-embedding-sdk-package
+        run: yarn build-embedding-sdk
       - name: Prepare Embedding SDK artifact
         uses: actions/upload-artifact@v4
         with:
@@ -137,7 +137,7 @@ jobs:
         if: ${{ steps.docs-generation.outcome == 'failure' }}
         run: exit 1
 
-  # See `Component e2e tests` in `enterprise/frontend/src/embedding-sdk-package/dev.md`
+  # See `Component e2e tests` in `enterprise/frontend/src/embedding-sdk/dev.md`
   sdk-e2e-tests:
     name: "SDK e2e tests"
     uses: ./.github/workflows/e2e-component-tests-embedding-sdk.yml
@@ -146,13 +146,24 @@ jobs:
     with:
       cached-embedding-sdk-dist-artifact-name: embedding-sdk-${{ github.event.pull_request.head.sha || github.sha }}
 
-  e2e-component-tests-embedding-sdk-backward-compatibility:
-    name: "SDK e2e backward compatibility tests"
-    uses: ./.github/workflows/e2e-component-tests-embedding-sdk-backward-compatibility.yml
-    needs: [build]
+  e2e-component-tests-embedding-sdk-cross-version:
+    name: "[Backport only] SDK e2e cross version tests"
+    # run on: every push on release branches, and every pr that targets a release branch
+    if: ${{ startsWith(github.ref, 'refs/heads/release-x.') || (github.event_name == 'pull_request' && startsWith(github.base_ref, 'release-x.')) }}
+    uses: ./.github/workflows/e2e-component-tests-embedding-sdk-cross-version.yml
     secrets: inherit
-    with:
-      cached-embedding-sdk-dist-artifact-name: embedding-sdk-${{ github.event.pull_request.head.sha || github.sha }}
+
+  # Temporarily skipped because the cypress runner crashes
+  # See `bin/backward-compatibility-test.js` for the documentation of this workflow.
+  # cross-version-for-breaking-changes:
+  # name: "[NOT REQUIRED - Experimental - Backport only] detect breaking changes with cross versions tests"
+  #   # run on: every pr that targets a release branch, it does NOT run for pr targeting master
+  #   if: ${{ github.event_name == 'pull_request' && startsWith(github.base_ref, 'release-x.') }}
+  #   uses: ./.github/workflows/e2e-cross-version-for-breaking-changes.yml
+  #   secrets: inherit
+  #   with:
+  #     fe-ref: ${{ github.base_ref }}
+  #     be-ref: ${{ github.head_ref }}
 
   embedding-sdk-tests-result:
     needs:
@@ -160,7 +171,7 @@ jobs:
       - embedding-sdk-docs-snippets-type-check
       - embedding-sdk-api-documentation-generation-validation
       - sdk-e2e-tests
-      - e2e-component-tests-embedding-sdk-backward-compatibility
+      - e2e-component-tests-embedding-sdk-cross-version
     if: always() && !cancelled()
     runs-on: ubuntu-latest
     timeout-minutes: 5

.github/workflows/frontend.yml

@@ -9,16 +9,6 @@ on:
       skip-lint:
         type: boolean
         default: false
-  workflow_dispatch:
-    inputs:
-      skip:
-        description: "Skip main frontend jobs (type-check, unit tests, timezone tests)"
-        type: boolean
-        default: false
-      skip-lint:
-        description: "Skip linting jobs (prettier, eslint, css variables check)"
-        type: boolean
-        default: false
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.head_ref && github.ref || github.run_id }}-frontend
@@ -52,8 +42,6 @@ jobs:
         run: yarn run lint-prettier-pure
       - name: Run ESLint linter
         run: yarn run lint-eslint-pure
-      - name: Run CSS linter
-        run: yarn run lint-css
 
   fe-type-check:
     if: ${{ !inputs.skip }}
@@ -79,7 +67,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        shard: [1, 2] # 2 shards for parallel execution
+        shard: [1, 2]
     env:
       SHARDS: 2 # should match matrix above
       JEST_JUNIT_OUTPUT_DIR: ./target/junit
@@ -96,7 +84,7 @@ jobs:
         run: yarn run test-unit --silent --shard=${{ matrix.shard }}/${{ env.SHARDS }}
       - name: Upload Test Results
         uses: ./.github/actions/upload-test-results
-        if: always() && github.event_name != 'workflow_dispatch'
+        if: always()
         with:
           input-path: ./target/junit
           output-name: frontend-unit

.github/workflows/links.yml

@@ -0,0 +1,32 @@
+name: Links
+
+on:
+  repository_dispatch:
+  workflow_dispatch:
+  schedule:
+    - cron: "0 0 * * 0"
+
+jobs:
+  linkChecker:
+    runs-on: ubuntu-latest
+    permissions:
+      issues: write # required for peter-evans/create-issue-from-file
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Link Checker
+        id: lychee
+        uses: lycheeverse/lychee-action@v2
+        with:
+          fail: false
+          args: docs --include-fragments --config ./.lychee/config.toml --verbose --no-progress
+          format: markdown
+
+      - name: Create Issue From File
+        if: steps.lychee.outputs.exit_code != 0
+        uses: peter-evans/create-issue-from-file@v5
+        with:
+          title: Link Checker Report
+          content-filepath: ./.lychee/out.md
+          labels: "Type:Documentation"
+          assignees: jeff-bruemmer

.github/workflows/loki-update.yml

@@ -26,8 +26,26 @@ jobs:
       - name: Compile CLJS
         run: yarn build-pure:cljs
 
+      - name: Build Storybook
+        # We won't be able to use Storybook play's `userEvent` with production build
+        # see https://github.com/storybookjs/storybook/issues/19758
+        run: NODE_ENV=development yarn build-storybook
+
+      - name: Serve Storybook
+        run: yarn http-server storybook-static -p 6006 &
+        shell: bash
+
+      - name: Wait for Storybook to become available
+        run: |
+          echo "Waiting for Storybook to be served..."
+          while ! curl --silent --fail http://localhost:6006; do
+            sleep 5
+            echo "Retrying..."
+          done
+          echo "Storybook is being served!"
+
       - name: Update Loki Snapshots
-        run: yarn test-visual:loki:ci || yarn test-visual:loki-approve-diff && yarn test-visual:loki-prune
+        run: yarn test-visual:loki || yarn test-visual:loki-approve-diff && yarn test-visual:loki-prune
 
       - name: Check for changes
         id: check-changes

.github/workflows/loki.yml

@@ -53,8 +53,14 @@ jobs:
       - name: Compile CLJS
         run: NODE_ENV=development yarn build-pure:cljs
 
+      - name: Build Storybook
+        # We won't be able to use Storybook play's `userEvent` with production build
+        # see https://github.com/storybookjs/storybook/issues/19758
+        run: NODE_ENV=development yarn build-storybook
+
       - name: Run Loki Visual Tests
-        run: yarn test-visual:loki:ci
+        run: |
+          yarn loki --requireReference --reactUri file:./storybook-static --chromeFlags='--headless --disable-gpu' --verboseRenderer
 
       - name: Generate Visual Report on Failure
         if: failure()

.github/workflows/optimize-images.yml

@@ -1,19 +1,18 @@
 name: Auto-Optimize Docs PNG Images
 
 on:
-  pull_request:
-    types:
-      - labeled
+  push:
+    paths:
+      - 'docs/**/*.png'
 
 jobs:
   optimize-images:
     runs-on: ubuntu-latest
-    if: ${{ contains(github.event.pull_request.labels.*.name,'Type:Documentation') }}
+
     steps:
     - name: Checkout repository
       uses: actions/checkout@v4
       with:
-        ref: ${{ github.head_ref }}
         token: ${{ secrets.GITHUB_TOKEN }}
 
     - name: Install pngcrush and bc
@@ -32,8 +31,8 @@ jobs:
       if: steps.changed-files.outputs.any_changed == 'true'
       id: optimize
       run: |
-        echo "Optimizing new PNG files with pngcrush..."
-        echo "Branch: $(git_current_branch)"
+        echo "Optimizing PNG files with pngcrush..."
+        echo "Branch:" $(git_current_branch)
 
         # Initialize tracking variables
         total_files=0

.github/workflows/perf-test-labeled.yml

@@ -9,13 +9,9 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
-  uberjar:
-    if: ${{ github.event.label.name == 'Run-perf' }}
-    uses: ./.github/workflows/uberjar.yml
-    secrets: inherit
-
   run-perf-test:
-    needs: [uberjar]
     if: ${{ github.event.label.name == 'Run-perf' }}
     uses: ./.github/workflows/perf-test.yml
+    with:
+      wait_for_uberjar: true
     secrets: inherit

.github/workflows/perf-test.yml

@@ -3,6 +3,11 @@ run-name: Run perf test for ${{ github.ref_name }} by @${{ github.actor }}
 
 on:
   workflow_call:
+    inputs:
+      wait_for_uberjar:
+        description: "Wait for uberjar build"
+        required: false
+        type: boolean
 jobs:
   build:
     runs-on: ubuntu-latest
@@ -26,12 +31,69 @@ jobs:
         uses: aws-actions/amazon-ecr-login@v2
         with:
           registries: "${{ secrets.PR_ENV_AWS_ACCOUNT_ID }}"
+      - name: Wait for uberjar
+        id: wait_for_uberjar
+        if: ${{ inputs.wait_for_uberjar == true }}
+        run: |
+          ## Get workflow run id for uberjar build
+          curl -Ls --output e2e-tests.json \
+          -H "Accept: application/vnd.github+json" \
+          -H "Authorization: Bearer ${{ secrets.GITHUB_TOKEN }}" \
+          -H "X-GitHub-Api-Version: 2022-11-28" \
+          https://api.github.com/repos/${{ github.repository }}/actions/workflows/run-tests.yml/runs?head_sha=${{ github.event.pull_request.head.sha || github.sha }}
+          ID=$(jq -r '.workflow_runs[0].id' e2e-tests.json)
+          echo "Run ID: ${ID}"
+
+          ## Get workflow run id for uberjar build
+          while [ -z "$JOB_ID" ]; do
+            NEXT_URL="https://api.github.com/repos/${{ github.repository }}/actions/runs/${ID}/jobs?filter=latest"
+
+            # Search for build job
+            echo "Searching for build job..."
+            while [ -z "$JOB_ID" ] && [ -n "$NEXT_URL" ]; do
+              # Get one page of jobs
+              RESPONSE=$(curl -s -i \
+                -H "Accept: application/vnd.github+json" \
+                -H "Authorization: Bearer ${{ secrets.GITHUB_TOKEN }}" \
+                -H "X-GitHub-Api-Version: 2022-11-28" \
+                "$NEXT_URL")
+
+              # Extract headers and body
+              HEADERS=$(echo "$RESPONSE" | sed -n '1,/^\r$/p')
+              BODY=$(echo "$RESPONSE" | sed '1,/^\r$/d')
+              LINK_HEADER=$(echo "$HEADERS" | grep -i '^link:' | sed 's/^link: //')
+
+              # Check for next page in Link header
+              if echo "$LINK_HEADER" | grep -q 'rel="next"'; then
+                NEXT_URL=$(echo "$LINK_HEADER" | sed -E 's/.*<([^>]+)>; rel="next".*/\1/')
+              else
+                NEXT_URL=""
+              fi
+
+              # Check for build job
+              JOB_ID=$(echo "$BODY" | jq -r '.jobs[] | select(.name | contains("build (ee)")) | .id')
+            done
+          done
+          echo "Job ID: ${JOB_ID}"
+
+          ## Wait for uberjar build to complete
+          while [ true ]; do
+            curl -Ls --output uberjar.json \
+            -H "Accept: application/vnd.github+json" \
+            -H "Authorization: Bearer ${{ secrets.GITHUB_TOKEN }}" \
+            -H "X-GitHub-Api-Version: 2022-11-28" \
+            https://api.github.com/repos/${{ github.repository }}/actions/jobs/${JOB_ID}
+            jq -r '.steps[] | select(.name == "Prepare uberjar artifact") | .status' uberjar.json | grep -q "completed" && break
+            echo "Waiting for uberjar build..."
+            sleep 10
+          done
+          echo "run_id=$(jq -r '.workflow_runs[0].id' e2e-tests.json)" >> $GITHUB_OUTPUT
       - name: Retrieve uberjar artifact for ee
-        uses: ./.github/actions/fetch-artifact
+        uses: actions/download-artifact@v4
         with:
           name: metabase-ee-${{ github.event.pull_request.head.sha || github.sha }}-uberjar
-          extract-path: "target/uberjar"
-          output-name: "metabase.jar"
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          run-id: ${{ inputs.wait_for_uberjar && steps.wait_for_uberjar.outputs.run_id || github.run_id }}
       - name: Move uberjar to bin/docker
         run: |
           jar xf target/uberjar/metabase.jar

.github/workflows/pr-env-labeled.yml

@@ -9,13 +9,9 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
-  uberjar:
-    if: ${{ github.event.label.name == 'PR-Env' }}
-    uses: ./.github/workflows/uberjar.yml
-    secrets: inherit
-
   pr-env:
-    needs: [uberjar]
     if: ${{ github.event.label.name == 'PR-Env' }}
     uses: ./.github/workflows/pr-env.yml
+    with:
+      wait_for_uberjar: true
     secrets: inherit

.github/workflows/pr-env.yml

@@ -3,6 +3,11 @@ run-name: Building Dynamic PR Environment for ${{ github.ref_name }} by @${{ git
 
 on:
   workflow_call:
+    inputs:
+      wait_for_uberjar:
+        description: "Wait for uberjar build"
+        required: false
+        type: boolean
 jobs:
   build:
     runs-on: ubuntu-latest
@@ -26,12 +31,69 @@ jobs:
         uses: aws-actions/amazon-ecr-login@v2
         with:
           registries: "${{ secrets.PR_ENV_AWS_ACCOUNT_ID }}"
+      - name: Wait for uberjar
+        id: wait_for_uberjar
+        if: ${{ inputs.wait_for_uberjar == true }}
+        run: |
+          ## Get workflow run id for uberjar build
+          curl -Ls --output e2e-tests.json \
+          -H "Accept: application/vnd.github+json" \
+          -H "Authorization: Bearer ${{ secrets.GITHUB_TOKEN }}" \
+          -H "X-GitHub-Api-Version: 2022-11-28" \
+          https://api.github.com/repos/${{ github.repository }}/actions/workflows/run-tests.yml/runs?head_sha=${{ github.event.pull_request.head.sha || github.sha }}
+          ID=$(jq -r '.workflow_runs[0].id' e2e-tests.json)
+          echo "Run ID: ${ID}"
+
+          ## Get workflow run id for uberjar build
+          while [ -z "$JOB_ID" ]; do
+            NEXT_URL="https://api.github.com/repos/${{ github.repository }}/actions/runs/${ID}/jobs?filter=latest"
+
+            # Search for build job
+            echo "Searching for build job..."
+            while [ -z "$JOB_ID" ] && [ -n "$NEXT_URL" ]; do
+              # Get one page of jobs
+              RESPONSE=$(curl -s -i \
+                -H "Accept: application/vnd.github+json" \
+                -H "Authorization: Bearer ${{ secrets.GITHUB_TOKEN }}" \
+                -H "X-GitHub-Api-Version: 2022-11-28" \
+                "$NEXT_URL")
+
+              # Extract headers and body
+              HEADERS=$(echo "$RESPONSE" | sed -n '1,/^\r$/p')
+              BODY=$(echo "$RESPONSE" | sed '1,/^\r$/d')
+              LINK_HEADER=$(echo "$HEADERS" | grep -i '^link:' | sed 's/^link: //')
+
+              # Check for next page in Link header
+              if echo "$LINK_HEADER" | grep -q 'rel="next"'; then
+                NEXT_URL=$(echo "$LINK_HEADER" | sed -E 's/.*<([^>]+)>; rel="next".*/\1/')
+              else
+                NEXT_URL=""
+              fi
+
+              # Check for build job
+              JOB_ID=$(echo "$BODY" | jq -r '.jobs[] | select(.name | contains("build (ee)")) | .id')
+            done
+          done
+          echo "Job ID: ${JOB_ID}"
+
+          ## Wait for uberjar build to complete
+          while [ true ]; do
+            curl -Ls --output uberjar.json \
+            -H "Accept: application/vnd.github+json" \
+            -H "Authorization: Bearer ${{ secrets.GITHUB_TOKEN }}" \
+            -H "X-GitHub-Api-Version: 2022-11-28" \
+            https://api.github.com/repos/${{ github.repository }}/actions/jobs/${JOB_ID}
+            jq -r '.steps[] | select(.name == "Prepare uberjar artifact") | .status' uberjar.json | grep -q "completed" && break
+            echo "Waiting for uberjar build..."
+            sleep 10
+          done
+          echo "run_id=$(jq -r '.workflow_runs[0].id' e2e-tests.json)" >> $GITHUB_OUTPUT
       - name: Retrieve uberjar artifact for ee
-        uses: ./.github/actions/fetch-artifact
+        uses: actions/download-artifact@v4
         with:
           name: metabase-ee-${{ github.event.pull_request.head.sha || github.sha }}-uberjar
-          extract-path: "target/uberjar"
-          output-name: "metabase.jar"
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          run-id: ${{ inputs.wait_for_uberjar && steps.wait_for_uberjar.outputs.run_id || github.run_id }}
       - name: Move uberjar to bin/docker
         run: |
           jar xf target/uberjar/metabase.jar
@@ -45,7 +107,7 @@ jobs:
           tags: ${{ secrets.PR_ENV_AWS_ACCOUNT_ID }}.dkr.ecr.us-east-1.amazonaws.com/metabase-enterprise:pr${{ github.event.number }}
           push: true
   deploy_pr:
-    needs: [build]
+    needs: [ build ]
     runs-on: ubuntu-latest
     name: PR Review ENV
     permissions:
@@ -129,7 +191,7 @@ jobs:
           kubectl apply -f ./metabase.yml
   preview_links:
     runs-on: ubuntu-latest
-    needs: [deploy_pr]
+    needs: [ deploy_pr ]
     steps:
       - uses: marocchino/sticky-pull-request-comment@v2
         with:

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

@@ -5,12 +5,18 @@ on:
   workflow_dispatch:
     inputs:
       branch:
-        description: "Branch we want to release the SDK from (to release from other branches use the workflow from those branches)"
+        description: "Branch we want to release the SDK from"
         type: choice
         required: true
         default: "master"
         options:
           - master
+          - release-x.51.x
+          - release-x.52.x
+          - release-x.53.x
+          - release-x.54.x
+          - release-x.55.x
+          - esbuild-main
 
 concurrency:
   # We want to ensure only one job is running at a time per branch because
@@ -171,39 +177,41 @@ jobs:
     outputs:
       sdk_version: ${{ fromJson(steps.new-sdk-version.outputs.result).version }}
       major_version: ${{ fromJson(steps.new-sdk-version.outputs.result).majorVersion }}
-      pre_release_label: ${{ fromJson(steps.new-sdk-version.outputs.result).preReleaseLabel }}
     steps:
       - name: Check out the code using the provided branch
         uses: actions/checkout@v4
         with:
           ref: ${{ inputs.branch }}
 
-      - name: Prepare build scripts
-        run: yarn --cwd release --frozen-lockfile && yarn --cwd release build
-
       - name: Get current SDK version
         id: current-sdk-version
         run: |
-          VERSION=$(jq -r .version ./enterprise/frontend/src/embedding-sdk-package/package.template.json)
+          VERSION=$(jq -r .version ./enterprise/frontend/src/embedding-sdk/package.template.json)
           echo "sdk_current_version=$VERSION" >> $GITHUB_OUTPUT
 
-      - name: Get next SDK patch or pre-release version
+      - name: Get next SDK patch version
         id: new-sdk-version
         uses: actions/github-script@v7
         with:
-          script: | #js
-            const { getNextSdkVersion } = require('${{ github.workspace }}/release/dist/index.cjs');
-
-            const branch = "${{ inputs.branch }}";
+          script: |
             const currentVersion = "${{ steps.current-sdk-version.outputs.sdk_current_version }}";
+            const [currentVersionWithoutSuffix, suffix] = currentVersion.split("-");
+            const versionParts = currentVersionWithoutSuffix.split(".");
+            versionParts[versionParts.length - 1] = parseInt(versionParts.at(-1)) + 1;
+            const newVersion = versionParts.join(".");
+            const [_, majorVersion] = versionParts
 
-            const result = getNextSdkVersion(branch, currentVersion);
+            if (!suffix) {
+              return {
+                version: newVersion,
+                majorVersion
+              };
+            }
 
             return {
-              version: result.version,
-              preReleaseLabel: result.preReleaseLabel,
-              majorVersion: result.majorVersion
-            };
+              version: `${newVersion}-${suffix}`,
+              majorVersion
+            }
 
       - name: Append workflow summary
         run: |
@@ -285,8 +293,12 @@ jobs:
         run: |
           ./bin/embedding-sdk/release_utils.bash update_package_json_template ${{ needs.determine-sdk-version.outputs.sdk_version }}
 
-      - name: Build SDK package
-        run: yarn run build-embedding-sdk-package
+      - name: Update changelog
+        run: |
+          yarn embedding-sdk:generate-changelog -o changelog-diff
+
+      - name: Build SDK bundle
+        run: yarn run build-embedding-sdk
 
       - name: Generate SDK package.json in the build directory
         run: yarn run embedding-sdk:generate-package
@@ -297,6 +309,12 @@ jobs:
           name: metabase-sdk
           path: ./resources/embedding-sdk
 
+      - name: Upload changelog diff
+        uses: actions/upload-artifact@v4
+        with:
+          name: sdk-changelog-diff
+          path: ./changelog-diff
+
   publish-npm:
     needs: [build-sdk, determine-sdk-version]
     runs-on: ubuntu-22.04
@@ -317,7 +335,6 @@ jobs:
           git config --global user.name "Metabase Automation"
 
       - name: Update readme
-        if: inputs.branch != 'master'
         run: |
           bash ./bin/embedding-sdk/release_utils.bash update_readme ${{ env.sdk_version }}
 
@@ -325,26 +342,25 @@ jobs:
         run: |
           bash ./bin/embedding-sdk/release_utils.bash update_package_json_template ${{ env.sdk_version }}
 
-      - name: Create a PR updating readme + published version (using GitHub Metabase Automation account)
+      - name: Retrieve SDK changelog diff
+        uses: actions/download-artifact@v4
+        with:
+          name: sdk-changelog-diff
+
+      - name: Update changelog
+        run: |
+          cat changelog-diff enterprise/frontend/src/embedding-sdk/CHANGELOG.md > new-changelog
+          mv new-changelog enterprise/frontend/src/embedding-sdk/CHANGELOG.md
+
+      - name: Create a PR updating readme + published version, and changelog (using GitHub Metabase Automation account)
         run: |
           git checkout -b update-sdk-version-${{ env.sdk_version }}
-
-          if [ "${{ inputs.branch }}" = "master" ]; then
-            COMMIT_MSG="chore(sdk): Update published npm version to ${{ env.sdk_version }}"
-            PR_TITLE="chore(sdk): Update SDK version to ${{ env.sdk_version }}"
-            PR_BODY="Update published npm package version to ${{ env.sdk_version }}"
-          else
-            COMMIT_MSG="docs(sdk): Update Readme version references and published npm version to ${{ env.sdk_version }}"
-            PR_TITLE="docs(sdk): Update SDK version to ${{ env.sdk_version }}"
-            PR_BODY="Update Readme version references and published npm package version to ${{ env.sdk_version }}"
-          fi
-
-          git commit -a -m "$COMMIT_MSG"
+          git commit -a -m 'Update Readme version references and published npm version to ${{ env.sdk_version }}'
           git push origin HEAD
-          gh pr create --base "${{ inputs.branch }}" \
-                       --assignee "${GITHUB_ACTOR}" \
-                       --title "$PR_TITLE" \
-                       --body "$PR_BODY"
+          gh pr create --base ${{ inputs.branch }}\
+                       --assignee "${GITHUB_ACTOR}"\
+                       --title "docs(sdk): Update SDK version to ${{ env.sdk_version }}"\
+                       --body "Update Readme version references and published npm package version to ${{ env.sdk_version }}"
         env:
           GH_TOKEN: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
 
@@ -372,39 +388,15 @@ jobs:
           name: metabase-sdk
           path: sdk
 
-      - name: Compute master tag
-        id: compute-tag
-        run: |
-          if [ -n "${{ needs.determine-sdk-version.outputs.pre_release_label }}" ]; then
-            echo "masterTag=${{ needs.determine-sdk-version.outputs.pre_release_label }}" >> $GITHUB_OUTPUT
-          else
-            echo "masterTag=nightly" >> $GITHUB_OUTPUT
-          fi
-
       - name: Publish to NPM
         working-directory: sdk
         run: |
           echo //registry.npmjs.org/:_authToken=${{ secrets.NPM_RELEASE_TOKEN }} > .npmrc
-
-          TAG=$(jq -r --null-input \
-            --arg branch "${{ inputs.branch }}" \
-            --arg masterTag "${{ steps.compute-tag.outputs.masterTag }}" '
-            {
-              "master": $masterTag,
-              "release-x.51.x": "51-stable",
-              "release-x.52.x": "52-stable",
-              "release-x.53.x": "53-stable",
-              "release-x.54.x": "54-stable",
-              "release-x.55.x": "55-stable",
-              "release-x.56.x": "56-stable"
-            }[$branch]'
-          )
-
-          echo "Resolved npm tag: $TAG"
-          npm publish --tag "$TAG"
+          # Please keep the value in sync with `inputs.branch`'s release branch
+          npm publish --tag ${{fromJson('{"master": "nightly", "release-x.51.x": "51-stable", "release-x.52.x": "52-stable", "release-x.53.x": "53-stable", "release-x.54.x": "54-stable", "release-x.55.x": "55-stable", "esbuild-main": "56-esbuild"}')[inputs.branch]}}
 
       - name: Add `latest` tag to the latest release branch (`release-x.55.x`) deployment
-        if: ${{ inputs.branch == 'release-x.56.x' }}
+        if: ${{ inputs.branch == 'release-x.55.x' }}
         working-directory: sdk
         run: |
           npm dist-tag add @metabase/embedding-sdk-react@${{ env.sdk_version }} latest

.github/workflows/release-log.yml

@@ -7,7 +7,9 @@ on:
       - release-x.*
     tags:
       - v*
+      - nightly-*
       - latest-*
+      - beta-*
   workflow_dispatch:
     inputs:
       version:

.github/workflows/release-notes-preview.yml

@@ -34,23 +34,18 @@ jobs:
         AWS_S3_DOWNLOADS_BUCKET: test_bucket
       with:
         script: | # js
-          const R = require('${{ github.workspace }}/release/dist/index.cjs');
+          const { getChangelog } = require('${{ github.workspace }}/release/dist/index.cjs');
           const fs = require('fs');
 
           const version = '${{ inputs.version }}';
 
-          const issues = await R.getMilestoneIssues({
+          const notes = await getChangelog({
             version,
             github,
             owner: context.repo.owner,
             repo: context.repo.repo,
           });
 
-          const notes = R.getWebsiteChangelog({
-            version,
-            issues,
-          });
-
           fs.writeFileSync(`release-notes-preview-${version}.md`, notes);
     - name: Upload Release Notes
       uses: actions/upload-artifact@v4

.github/workflows/release-tag.yml

@@ -12,6 +12,8 @@ on:
         description: Tag name to apply to this release
         type: choice
         options:
+          - nightly
+          - beta
           - latest
         required: true
       tag_rollout:
@@ -34,6 +36,8 @@ on:
       tag_name:
         type: string
         # options:
+        #   - nightly
+        #   - beta
         #   - latest
         #   - none (skips everything)
         required: true
@@ -266,7 +270,7 @@ jobs:
         token: ${{ secrets.METABASE_AUTOMATION_USER_TOKEN }}
         fetch-depth: 0 # we want all branches and tags
         fetch-tags: true
-    - name: Add and push git tag for latest
+    - name: Add and push git tag for nightly/beta/latest
       if: ${{ !inputs.dot-x-tag }}
       run: | # sh
         if [[ "${{ matrix.edition }}" == "ee" ]]; then

.github/workflows/release.yml

@@ -17,6 +17,8 @@ on:
         options:
           - none
           - latest
+          - beta
+          - nightly
         required: true
         default: 'none'
       auto:
@@ -39,6 +41,8 @@ on:
         # options:
         #   - none
         #   - latest
+        #   - beta
+        #   - nightly
         required: true
         default: 'none'
       auto:
@@ -399,9 +403,7 @@ jobs:
             });
 
   trigger-ee-extra-pr:
-    needs:
-      - containerize-ee
-      - verify-s3-download
+    needs: verify-s3-download
     runs-on: ubuntu-22.04
     timeout-minutes: 10
     steps:

.github/workflows/run-tests.yml

@@ -8,11 +8,10 @@ on:
   pull_request:
     types: [opened, synchronize, reopened]
   merge_group:
-  workflow_dispatch:
 
 jobs:
   files-changed:
-    if: ${{ !contains(github.event.pull_request.labels.*.name,'ci skip') }}
+    if: ${{ github.event.pull_request.labels.*.name != 'ci skip' }}
     name: Check which files changed
     runs-on: ubuntu-22.04
     timeout-minutes: 5
@@ -24,7 +23,6 @@ jobs:
       backend_all: ${{ steps.changes.outputs.backend_all }}
       frontend_all: ${{ steps.changes.outputs.frontend_all }}
       frontend_sources: ${{ steps.changes.outputs.frontend_sources }}
-      documentation: ${{ steps.changes.outputs.documentation }}
     steps:
       - uses: actions/checkout@v4
       - name: Test which files changed
@@ -38,7 +36,7 @@ jobs:
 
   static-viz-files-changed:
     name: Check whether static-viz files changed
-    if: ${{ !contains(github.event.pull_request.labels.*.name,'ci skip') }}
+    if: ${{ github.event.pull_request.labels.*.name != 'ci skip' }}
     runs-on: ubuntu-22.04
     timeout-minutes: 10
     outputs:
@@ -68,27 +66,14 @@ jobs:
           token: ${{ github.token }}
           filters: .github/static-viz-sources.yaml
 
-  uberjar:
-    needs: [files-changed, static-viz-files-changed]
-    if: ${{ !cancelled() && !(needs.files-changed.outputs.documentation == 'true' && needs.files-changed.outputs.backend_all == 'false' && needs.files-changed.outputs.frontend_all == 'false' && needs.files-changed.outputs.e2e_all == 'false') }}
-    uses: ./.github/workflows/uberjar.yml
-    secrets: inherit
-
   backend-tests:
-    if: ${{ !cancelled() && needs.files-changed.result == 'success' }}
+    if: ${{ !cancelled() }}
     needs: [files-changed, static-viz-files-changed]
     uses: ./.github/workflows/backend.yml
     secrets: inherit
     with:
       skip: ${{ needs.files-changed.outputs.backend_all != 'true' && needs.static-viz-files-changed.outputs.static_viz != 'true' }}
 
-  semantic-search-tests:
-    needs: files-changed
-    uses: ./.github/workflows/semantic-search.yml
-    secrets: inherit
-    with:
-      skip: ${{ needs.files-changed.outputs.backend_all != 'true' }}
-
   app-db-tests:
     needs: files-changed
     uses: ./.github/workflows/app-db.yml
@@ -112,8 +97,7 @@ jobs:
       skip-lint: ${{ needs.files-changed.outputs.frontend_all != 'true' && needs.files-changed.outputs.e2e_specs != 'true' }}
 
   e2e-tests:
-    needs: [files-changed, uberjar]
-    if: always() && !cancelled() && needs.files-changed.result == 'success'
+    needs: files-changed
     uses: ./.github/workflows/e2e-tests.yml
     secrets: inherit
     with:
@@ -128,23 +112,3 @@ jobs:
     needs: files-changed
     uses: ./.github/workflows/embedding-sdk.yml
     secrets: inherit
-
-  pr-env:
-    needs: [uberjar]
-    if: |
-      !cancelled() &&
-      contains(github.event.pull_request.labels.*.name, 'PR-Env')
-    uses: ./.github/workflows/pr-env.yml
-    secrets: inherit
-
-  containerize:
-    needs: [uberjar]
-    if: |
-      !cancelled() &&
-      needs.uberjar.result == 'success' &&
-      (
-        (github.event_name == 'push' && contains(fromJson('["master", "metabot-v3-main", "internal-tools"]'), github.ref_name)) ||
-        (github.event_name == 'pull_request' && contains(github.event.pull_request.labels.*.name, 'build-docker-uberjar'))
-      )
-    uses: ./.github/workflows/containerize-uberjar.yml
-    secrets: inherit

.github/workflows/semantic-search.yml

@@ -1,348 +0,0 @@
-name: Semantic Search Tests
-
-on:
-  workflow_call:
-    inputs:
-      skip:
-        type: boolean
-        default: false
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.head_ref && github.ref || github.run_id }}-semantic-search
-  cancel-in-progress: true
-
-jobs:
-  semantic-search-tests-h2:
-    if: ${{ !inputs.skip }}
-    runs-on: ubuntu-22.04
-    timeout-minutes: 60
-    strategy:
-      fail-fast: false
-      matrix:
-        version:
-          - name: H2 with pgvector pg17
-            junit-name: semantic-search-tests-h2-pgvector-17
-            pgvector-image: pgvector/pgvector:pg17
-        job:
-          - name: Semantic Search Tests
-            build-static-viz: false
-            test-args: >-
-              :only '"enterprise/backend/test/metabase_enterprise/semantic_search"'
-            exclude-tag: ':mb/driver-tests'
-
-    services:
-      pgvector:
-        image: ${{ matrix.version.pgvector-image }}
-        ports:
-          - "5432:5432"
-        env:
-          POSTGRES_DB: mb_semantic_search
-          POSTGRES_USER: postgres
-          POSTGRES_PASSWORD: postgres
-    env:
-      MB_PGVECTOR_DB_URL: 'jdbc:postgres://localhost:5432/mb_semantic_search?user=postgres&password=postgres'
-      CI: 'true'
-    name: "${{ matrix.version.name }} ${{ matrix.job.name }}"
-    steps:
-      - uses: actions/checkout@v4
-      - name: Test ${{ matrix.version.name }}
-        uses: ./.github/actions/test-driver
-        with:
-          build-static-viz: ${{ matrix.job.build-static-viz }}
-          junit-name: ${{ matrix.version.junit-name }}
-          test-args: >-
-            ${{ matrix.job.test-args }}
-            :exclude-tags '[${{ matrix.job.exclude-tag }}]'
-      - 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 }}
-
-  semantic-search-tests-mariadb:
-    if: ${{ !inputs.skip }}
-    runs-on: ubuntu-22.04
-    timeout-minutes: 60
-    strategy:
-      fail-fast: false
-      matrix:
-        version:
-          - name: MariaDB 10.2 with pgvector pg17
-            junit-name: semantic-search-tests-mariadb-10-2
-            mariadb-image: circleci/mariadb:10.2.23
-            pgvector-image: pgvector/pgvector:pg17
-          - name: MariaDB Latest with pgvector pg17
-            junit-name: semantic-search-tests-mariadb-latest
-            mariadb-image: circleci/mariadb:latest
-            pgvector-image: pgvector/pgvector:pg17
-        job:
-          - name: Semantic Search Tests
-            build-static-viz: false
-            test-args: >-
-              :only '"enterprise/backend/test/metabase_enterprise/semantic_search"'
-            exclude-tag: ':mb/driver-tests'
-
-    services:
-      pgvector:
-        image: ${{ matrix.version.pgvector-image }}
-        ports:
-          - "5432:5432"
-        env:
-          POSTGRES_DB: mb_semantic_search
-          POSTGRES_USER: postgres
-          POSTGRES_PASSWORD: postgres
-      mysql:
-        image: ${{ matrix.version.mariadb-image }}
-        ports:
-          - "3306:3306"
-        env:
-          MYSQL_ALLOW_EMPTY_PASSWORD: true
-          MYSQL_DATABASE: circle_test
-    env:
-      CI: 'true'
-      DRIVERS: mysql
-      MB_DB_TYPE: mysql
-      MB_DB_HOST: localhost
-      MB_DB_PORT: 3306
-      MB_DB_DBNAME: circle_test
-      MB_DB_USER: root
-      MB_MYSQL_TEST_USER: root
-      MB_PGVECTOR_DB_URL: 'jdbc:postgres://localhost:5432/mb_semantic_search?user=postgres&password=postgres'
-    name: "${{ matrix.version.name }} ${{ matrix.job.name }}"
-    steps:
-      - uses: actions/checkout@v4
-      - name: Test ${{ matrix.version.name }}
-        uses: ./.github/actions/test-driver
-        with:
-          build-static-viz: ${{ matrix.job.build-static-viz }}
-          junit-name: ${{ matrix.version.junit-name }}
-          test-args: >-
-            ${{ matrix.job.test-args }}
-            :exclude-tags '[${{ matrix.job.exclude-tag }}]'
-      - 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 }}
-
-  semantic-search-tests-mysql:
-    if: ${{ !inputs.skip }}
-    runs-on: ubuntu-22.04
-    timeout-minutes: 60
-    strategy:
-      fail-fast: false
-      matrix:
-        version:
-          - name: MySQL 8.0 with pgvector pg17
-            junit-name: semantic-search-tests-mysql-8-0
-            mysql-image: cimg/mysql:8.0
-            pgvector-image: pgvector/pgvector:pg17
-          - name: MySQL Latest with pgvector pg17
-            junit-name: semantic-search-tests-mysql-latest
-            mysql-image: mysql:latest
-            pgvector-image: pgvector/pgvector:pg17
-        job:
-          - name: Semantic Search Tests
-            build-static-viz: false
-            test-args: >-
-              :only '"enterprise/backend/test/metabase_enterprise/semantic_search"'
-            exclude-tag: ':mb/driver-tests'
-
-    services:
-      pgvector:
-        image: ${{ matrix.version.pgvector-image }}
-        ports:
-          - "5432:5432"
-        env:
-          POSTGRES_DB: mb_semantic_search
-          POSTGRES_USER: postgres
-          POSTGRES_PASSWORD: postgres
-      mysql:
-        image: ${{ matrix.version.mysql-image }}
-        ports:
-          - "3306:3306"
-        env:
-          MYSQL_ALLOW_EMPTY_PASSWORD: true
-          MYSQL_DATABASE: circle_test
-    env:
-      CI: 'true'
-      DRIVERS: mysql
-      MB_DB_TYPE: mysql
-      MB_DB_HOST: localhost
-      MB_DB_PORT: 3306
-      MB_DB_DBNAME: circle_test
-      MB_DB_USER: root
-      MB_MYSQL_TEST_USER: root
-      MB_PGVECTOR_DB_URL: 'jdbc:postgres://localhost:5432/mb_semantic_search?user=postgres&password=postgres'
-    name: "${{ matrix.version.name }} ${{ matrix.job.name }}"
-    steps:
-      - uses: actions/checkout@v4
-      - name: Test ${{ matrix.version.name }}
-        uses: ./.github/actions/test-driver
-        with:
-          build-static-viz: ${{ matrix.job.build-static-viz }}
-          junit-name: ${{ matrix.version.junit-name }}
-          test-args: >-
-            ${{ matrix.job.test-args }}
-            :exclude-tags '[${{ matrix.job.exclude-tag }}]'
-      - 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 }}
-
-  semantic-search-tests-postgres:
-    if: ${{ !inputs.skip }}
-    runs-on: ubuntu-22.04
-    timeout-minutes: 60
-    strategy:
-      fail-fast: false
-      matrix:
-        version:
-          - name: Postgres 12.x with pgvector pg17
-            junit-name: semantic-search-tests-postgres-12
-            postgres-image: postgres:12-alpine
-            pgvector-image: pgvector/pgvector:pg17
-          - name: Postgres Latest with pgvector pg17
-            junit-name: semantic-search-tests-postgres-latest
-            postgres-image: postgres:latest
-            pgvector-image: pgvector/pgvector:pg17
-        job:
-          - name: Semantic Search Tests
-            build-static-viz: false
-            test-args: >-
-              :only '"enterprise/backend/test/metabase_enterprise/semantic_search"'
-            exclude-tag: ':mb/driver-tests'
-
-    services:
-      pgvector:
-        image: ${{ matrix.version.pgvector-image }}
-        ports:
-          - "5432:5432"
-        env:
-          POSTGRES_DB: mb_semantic_search
-          POSTGRES_USER: postgres
-          POSTGRES_PASSWORD: postgres
-      postgres:
-        image: ${{ matrix.version.postgres-image }}
-        ports:
-          - "5433:5432"
-        env:
-          POSTGRES_USER: mb_test
-          POSTGRES_DB: mb_test
-          POSTGRES_HOST_AUTH_METHOD: trust
-    env:
-      CI: 'true'
-      DRIVERS: postgres
-      MB_DB_TYPE: postgres
-      MB_DB_PORT: 5433
-      MB_DB_HOST: localhost
-      MB_DB_DBNAME: mb_test
-      MB_DB_USER: mb_test
-      MB_POSTGRESQL_TEST_USER: mb_test
-      MB_PGVECTOR_DB_URL: 'jdbc:postgres://localhost:5432/mb_semantic_search?user=postgres&password=postgres'
-    name: "${{ matrix.version.name }} ${{ matrix.job.name }}"
-    steps:
-      - uses: actions/checkout@v4
-      - name: Test ${{ matrix.version.name }}
-        uses: ./.github/actions/test-driver
-        with:
-          build-static-viz: ${{ matrix.job.build-static-viz }}
-          junit-name: ${{ matrix.version.junit-name }}
-          test-args: >-
-            ${{ matrix.job.test-args }}
-            :exclude-tags '[${{ matrix.job.exclude-tag }}]'
-      - 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 }}
-
-  semantic-search-tests-result:
-    needs:
-      - semantic-search-tests-h2
-      - semantic-search-tests-mariadb
-      - semantic-search-tests-mysql
-      - semantic-search-tests-postgres
-    runs-on: ubuntu-latest
-    timeout-minutes: 5
-    name: semantic-search-tests-result
-    if: always() && !cancelled()
-    steps:
-      - name: Check job status
-        uses: actions/github-script@v7
-        env:
-          needs: ${{ toJson(needs) }}
-        with:
-          script: | # js
-            const needs = JSON.parse(process.env.needs);
-
-            const jobs = Object.entries(needs).map(
-              ([jobName, jobValues]) => ({
-                name: jobName,
-                result: jobValues.result
-              }));
-
-            // are all jobs skipped or successful?
-            if (jobs.every(job => (job.result === 'skipped' || job.result === 'success'))) {
-                console.log("");
-                console.log("        _------.        ");
-                console.log("       /  ,     \_      ");
-                console.log("     /   /  /{}\ |o\_   ");
-                console.log("    /    \  `--' /-' \  ");
-                console.log("   |      \      \    | ");
-                console.log("  |              |`-, | ");
-                console.log("  /              /__/)/ ");
-                console.log(" |              |       ");
-                console.log("");
-                console.log("All semantic search tests have passed (or have been skipped). Cam is very proud of you.");
-              process.exit(0);
-            }
-
-            // otherwise, something failed
-            console.log("");
-            console.log("       .::::::::::.                          .::::::::::.       ");
-            console.log("     .::::''''''::::.                      .::::''''''::::.     ");
-            console.log("   .:::'          `::::....          ....::::'          `:::.   ");
-            console.log("  .::'             `:::::::|        |:::::::'             `::.  ");
-            console.log(" .::|               |::::::|_ ___ __|::::::|               |::. ");
-            console.log(" `--'               |::::::|_()__()_|::::::|               `--' ");
-            console.log("  :::               |::-o::|        |::o-::|               :::  ");
-            console.log("  `::.             .|::::::|        |::::::|.             .::'  ");
-            console.log("   `:::.          .::\-----'        `-----/::.          .:::'   ");
-            console.log("     `::::......::::'                      `::::......::::'     ");
-            console.log("       `::::::::::'                          `::::::::::'       ");
-            console.log("");
-            console.log("Semantic search tests have failed. You have been sentenced to MetaJail.");
-
-            jobs.forEach((job) => {
-              if (job.result !== 'success') {
-                console.log(`${job.name} - ${job.result}`);
-              }
-            });
-
-            process.exit(1);

.github/workflows/snyk.yml

@@ -13,11 +13,12 @@ on:
   schedule:
     - cron: '0 5 * * *'
 
+
 jobs:
-  # Generate pom.xml files for all Maven projects
-  generate-poms:
+  monitor:
+    # don't run this workflow on a cron for forks
     if: ${{ github.event_name != 'schedule' || github.repository == 'metabase/metabase' }}
-    name: Generate pom.xml files
+    name: Generate Snyk report
     runs-on: ubuntu-22.04
     steps:
       - uses: actions/checkout@v4
@@ -25,144 +26,26 @@ jobs:
         uses: ./.github/actions/prepare-backend
         with:
           m2-cache-key: 'snyk'
+      - uses: snyk/actions/setup@0.4.0
       - name: Generate all pom.xml
         run: .github/scripts/write-poms.sh
-      - name: Upload pom files
-        uses: actions/upload-artifact@v4
-        with:
-          name: pom-files
-          path: |
-            pom.xml
-            modules/drivers/*/pom.xml
-
-  # Yarn/NPM projects that don't need pom files
-  frontend-projects:
-    if: ${{ github.event_name != 'schedule' || github.repository == 'metabase/metabase' }}
-    name: ${{ matrix.project.name }}
-    runs-on: ubuntu-22.04
-    strategy:
-      matrix:
-        project:
-          - name: Main Frontend (yarn)
-            file: yarn.lock
-            package-manager: yarn
-            category: main-frontend-yarn
-          - name: Embedding SDK Template
-            file: bin/embedding-sdk/templates/yarn.lock
-            package-manager: yarn
-            category: embedding-sdk-template
-          - name: E2E Angular 20 Host App
-            file: e2e/embedding-sdk-host-apps/angular-20-host-app/package-lock.json
-            package-manager: npm
-            category: e2e-angular-host
-          - name: E2E Next 15 App Router
-            file: e2e/embedding-sdk-host-apps/next-15-app-router-host-app/package-lock.json
-            package-manager: npm
-            category: e2e-next-app-router
-          - name: E2E Next 15 Pages Router
-            file: e2e/embedding-sdk-host-apps/next-15-pages-router-host-app/package-lock.json
-            package-manager: npm
-            category: e2e-next-pages-router
-          - name: E2E Vite 6 Host App
-            file: e2e/embedding-sdk-host-apps/vite-6-host-app/package-lock.json
-            package-manager: npm
-            category: e2e-vite-host
-          - name: Release Helper
-            file: release/yarn.lock
-            package-manager: yarn
-            category: release-helper
-    steps:
-      - uses: actions/checkout@v4
-      - uses: snyk/actions/setup@0.4.0
-      - name: Run snyk test
+      - name: Run snyk main project
         env:
           SNYK_TOKEN: ${{ secrets.SNYK_TOKEN }}
         continue-on-error: true
-        run: snyk test --org="metabase-AnD9iS4Wfu4eBYMsG2DZ5N" --remote-repo-url="https://github.com/metabase/metabase" --file=${{ matrix.project.file }} --package-manager=${{ matrix.project.package-manager }} --sarif-file-output=snyk-${{ matrix.project.category }}.sarif
-      - name: Upload results
+        run: snyk test --all-projects --exclude="modules" --sarif-file-output=snyk-main.sarif
+      - name: Upload result to GitHub Code Scanning
         uses: github/codeql-action/upload-sarif@v3
         with:
-          sarif_file: snyk-${{ matrix.project.category }}.sarif
-          category: ${{ matrix.project.category }}
-
-  # Maven projects that need pom files
-  maven-projects:
-    needs: generate-poms
-    if: ${{ github.event_name != 'schedule' || github.repository == 'metabase/metabase' }}
-    name: ${{ matrix.project.name }}
-    runs-on: ubuntu-22.04
-    strategy:
-      matrix:
-        project:
-          - name: Main Backend (maven)
-            file: pom.xml
-            category: main-backend-maven
-          - name: Driver - Athena
-            file: modules/drivers/athena/pom.xml
-            category: driver-athena
-          - name: Driver - BigQuery Cloud SDK
-            file: modules/drivers/bigquery-cloud-sdk/pom.xml
-            category: driver-bigquery-cloud-sdk
-          - name: Driver - ClickHouse
-            file: modules/drivers/clickhouse/pom.xml
-            category: driver-clickhouse
-          - name: Driver - Databricks
-            file: modules/drivers/databricks/pom.xml
-            category: driver-databricks
-          - name: Driver - Druid
-            file: modules/drivers/druid/pom.xml
-            category: driver-druid
-          - name: Driver - Druid JDBC
-            file: modules/drivers/druid-jdbc/pom.xml
-            category: driver-druid-jdbc
-          - name: Driver - Hive-like
-            file: modules/drivers/hive-like/pom.xml
-            category: driver-hive-like
-          - name: Driver - MongoDB
-            file: modules/drivers/mongo/pom.xml
-            category: driver-mongo
-          - name: Driver - Oracle
-            file: modules/drivers/oracle/pom.xml
-            category: driver-oracle
-          - name: Driver - Presto JDBC
-            file: modules/drivers/presto-jdbc/pom.xml
-            category: driver-presto-jdbc
-          - name: Driver - Redshift
-            file: modules/drivers/redshift/pom.xml
-            category: driver-redshift
-          - name: Driver - Snowflake
-            file: modules/drivers/snowflake/pom.xml
-            category: driver-snowflake
-          - name: Driver - SparkSQL
-            file: modules/drivers/sparksql/pom.xml
-            category: driver-sparksql
-          - name: Driver - SQLite
-            file: modules/drivers/sqlite/pom.xml
-            category: driver-sqlite
-          - name: Driver - SQL Server
-            file: modules/drivers/sqlserver/pom.xml
-            category: driver-sqlserver
-          - name: Driver - Starburst
-            file: modules/drivers/starburst/pom.xml
-            category: driver-starburst
-          - name: Driver - Vertica
-            file: modules/drivers/vertica/pom.xml
-            category: driver-vertica
-    steps:
-      - uses: actions/checkout@v4
-      - uses: snyk/actions/setup@0.4.0
-      - name: Download pom files
-        uses: actions/download-artifact@v4
-        with:
-          name: pom-files
-      - name: Run snyk test
+          sarif_file: snyk-main.sarif
+          category: main-project
+      - name: Run snyk drivers
         env:
           SNYK_TOKEN: ${{ secrets.SNYK_TOKEN }}
         continue-on-error: true
-        run: snyk test --org="metabase-AnD9iS4Wfu4eBYMsG2DZ5N" --remote-repo-url="https://github.com/metabase/metabase" --file=${{ matrix.project.file }} --package-manager=maven --sarif-file-output=snyk-${{ matrix.project.category }}.sarif
-
-      - name: Upload results
+        run: cd modules && snyk test --all-projects --sarif-file-output=snyk-drivers.sarif
+      - name: Upload result to GitHub Code Scanning
         uses: github/codeql-action/upload-sarif@v3
         with:
-          sarif_file: snyk-${{ matrix.project.category }}.sarif
-          category: ${{ matrix.project.category }}
+          sarif_file: modules/snyk-drivers.sarif
+          category: drivers

.github/workflows/uberjar-containerize-labeled.yml

@@ -1,21 +0,0 @@
-name: Uberjar Containerize labeled
-
-on:
-  pull_request:
-    types: [ labeled, opened, synchronize, reopened ]
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.ref }}
-  cancel-in-progress: true
-
-jobs:
-  uberjar:
-    if: ${{ contains(github.event.pull_request.labels.*.name, 'build-docker-uberjar') || github.event.label.name == 'build-docker-uberjar' }}
-    uses: ./.github/workflows/uberjar.yml
-    secrets: inherit
-
-  containerize:
-    needs: [uberjar]
-    if: ${{ contains(github.event.pull_request.labels.*.name, 'build-docker-uberjar') || github.event.label.name == 'build-docker-uberjar' }}
-    uses: ./.github/workflows/containerize-uberjar.yml
-    secrets: inherit

.github/workflows/uberjar.yml

@@ -1,16 +1,13 @@
-name: Build Uberjar
+name: Build + Docker Uberjar
 
 # This workflow builds an uberjar and pushes it to dockerhub for any branch, either on-demand,
 # or automatically for the listed branches
 
-concurrency:
-  group: uberjar-${{ github.event.inputs.commit || github.event.pull_request.head.sha || github.sha }}
-  cancel-in-progress: false
-
 on:
   push:
     branches:
       - master
+      - metabot-v3-main
       - internal-tools
     paths-ignore:
       # config files
@@ -22,106 +19,73 @@ on:
       - "**test/**"
       - "**_test.clj"
       - "**/frontend/**.unit.*"
+  pull_request:
+    types: [labeled, opened, synchronize, reopened]
   workflow_dispatch:
     inputs:
       commit:
         description: "Optional full-length commit SHA-1 hash"
-  workflow_call:
 
 jobs:
-  check-existing-artifacts:
+  get-container-info:
     runs-on: ubuntu-22.04
     timeout-minutes: 5
+    name: Get container info
+    # Skip if this is a PR without the build-docker-uberjar label
+    if: github.event_name != 'pull_request' || contains(github.event.pull_request.labels.*.name, 'build-docker-uberjar')
     outputs:
-      ee_exists: ${{ steps.check-ee.outcome == 'success' }}
-      oss_exists: ${{ steps.check-oss.outcome == 'success' }}
-      should_build: ${{ steps.decide.outputs.should_build }}
+      editions: ${{ toJson(fromJson(steps.info.outputs.result).editions) }}
+      ee: ${{ toJson(fromJson(steps.info.outputs.result).ee) }}
+      oss: ${{ toJson(fromJson(steps.info.outputs.result).oss) }}
     steps:
-      - name: Check out the code
-        uses: actions/checkout@v4
-      - name: Try to fetch existing EE artifact
-        id: check-ee
-        continue-on-error: true
-        uses: ./.github/actions/fetch-artifact
-        with:
-          name: metabase-ee-${{ github.event.inputs.commit || github.event.pull_request.head.sha || github.sha }}-uberjar
-          output-name: metabase-ee.jar
-
-      - name: Try to fetch existing OSS artifact
-        id: check-oss
-        continue-on-error: true
-        uses: ./.github/actions/fetch-artifact
-        with:
-          name: metabase-oss-${{ github.event.inputs.commit || github.event.pull_request.head.sha || github.sha }}-uberjar
-          output-name: metabase-oss.jar
-
-      - name: Decide if build is needed
-        id: decide
-        run: |
-          EE_EXISTS="${{ steps.check-ee.outcome == 'success' }}"
-          OSS_EXISTS="${{ steps.check-oss.outcome == 'success' }}"
-
-          echo "EE exists: $EE_EXISTS"
-          echo "OSS exists: $OSS_EXISTS"
-
-          # Build only if artifacts don't exist for this commit hash
-          # Since we build by hash, if artifacts exist for this hash, we don't need to rebuild
-          if [[ "$EE_EXISTS" == "false" ]] || [[ "$OSS_EXISTS" == "false" ]]; then
-            SHOULD_BUILD="true"
-            echo "Will build: ee_exists=$EE_EXISTS, oss_exists=$OSS_EXISTS"
-          else
-            SHOULD_BUILD="false"
-            echo "Skipping build: artifacts exist for this commit hash"
-          fi
-
-          echo "should_build=$SHOULD_BUILD" >> $GITHUB_OUTPUT
-
-  # if this is on a release branch, we need to check the build requirements
-  get-build-requirements:
-    if: |
-      !cancelled() &&
-      contains(github.ref, 'release-x')
-    runs-on: ubuntu-22.04
-    timeout-minutes: 10
-    outputs:
-      java_version: ${{ fromJson(steps.dependencies.outputs.result).java_version }}
-      node_version: ${{ fromJson(steps.dependencies.outputs.result).node_version }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          sparse-checkout: release
-      - name: Prepare build scripts
-        run: cd ${{ github.workspace }}/release && yarn && yarn build
-      - name: Get build dependencies
+      - name: Get docker repo and tag
+        id: info
         uses: actions/github-script@v7
-        id: dependencies
         with:
           script: | # js
-            const { getBuildRequirements, getVersionFromReleaseBranch } = require('${{ github.workspace }}/release/dist/index.cjs');
+            const branch = '${{ github.head_ref || github.ref_name }}';
+            const owner = '${{ github.repository_owner }}';
 
-            const version = getVersionFromReleaseBranch('${{ github.ref }}');
-            const requirements = getBuildRequirements(version);
+            console.log(`Branch: ${branch}`);
+
+            if (branch === "master") {
+              return {
+                editions: ["ee", "oss"],
+                ee: {
+                  repo: `${owner}/metabase-enterprise-head`,
+                  tag: "latest"
+                },
+                oss: {
+                  repo: `${owner}/metabase-head`,
+                  tag: "latest"
+                }
+              };
+            }
 
             return {
-              java_version: requirements.java,
-              node_version: requirements.node,
+              editions: ["ee"],
+              ee: {
+                repo: `${owner}/metabase-dev`,
+                tag: branch.replaceAll("/", "-"), // slashes make docker sad
+              },
             };
 
+      - name: Print output
+        run: |
+          echo "${{ steps.info.outputs.result }}"
 
   build:
-    needs:
-      [check-existing-artifacts, get-build-requirements]
-    if: always() && !cancelled() && needs.check-existing-artifacts.outputs.should_build == 'true' && (needs.get-build-requirements.result == 'success' || needs.get-build-requirements.result == 'skipped')
+    needs: get-container-info
     name: Build MB ${{ matrix.edition }}
     runs-on: ubuntu-22.04
     timeout-minutes: 15
     strategy:
       matrix:
-        edition: ["ee", "oss"]
+        edition: ${{ fromJson(needs.get-container-info.outputs.editions) }}
     env:
       MB_EDITION: ${{ matrix.edition }}
       INTERACTIVE: false
-      SKIP_LICENSES: ${{ github.event_name == 'pull_request' }}  # faster builds for dev
+      SKIP_LICENSES: true # faster builds for dev
     steps:
       - name: Check out the code
         uses: actions/checkout@v4
@@ -129,33 +93,28 @@ jobs:
           ref: ${{ github.event.inputs.commit }}
       - name: Prepare front-end environment
         uses: ./.github/actions/prepare-frontend
-        with:
-          node-version: "${{ needs.get-build-requirements.outputs.node_version || '22' }}"
       - name: Prepare back-end environment
         uses: ./.github/actions/prepare-backend
         with:
           m2-cache-key: uberjar
-          java-version: "${{ needs.get-build-requirements.outputs.java_version || 21 }}"
+          java-version: 21
       - name: Build
         run: ./bin/build.sh
       - name: Prepare uberjar artifact
         uses: ./.github/actions/prepare-uberjar-artifact
         with:
-          name: metabase-${{ matrix.edition }}-${{ github.event.inputs.commit || github.event.pull_request.head.sha || github.sha }}-uberjar
+          name: metabase-${{ matrix.edition }}-${{ github.event.inputs.commit || github.sha  }}-uberjar
 
   check-jar-health:
     runs-on: ubuntu-22.04
     name: Is ${{ matrix.edition }} (java ${{ matrix.java-version }}) healthy?
-    needs: [build, check-existing-artifacts]
-    if: always() && !cancelled() && (needs.build.result == 'success' || (needs.check-existing-artifacts.outputs.should_build == 'false' && needs.check-existing-artifacts.outputs.ee_exists == 'true' && needs.check-existing-artifacts.outputs.oss_exists == 'true'))
+    needs: [build, get-container-info]
     timeout-minutes: 10
     strategy:
       matrix:
-        edition: ["ee", "oss"]
+        edition: ${{ fromJson(needs.get-container-info.outputs.editions) }}
         java-version: [21]
     steps:
-      - name: Check out the code
-        uses: actions/checkout@v4
       - name: Prepare JRE (Java Run-time Environment)
         uses: actions/setup-java@v4
         with:
@@ -163,12 +122,56 @@ jobs:
           java-version: ${{ matrix.java-version }}
           distribution: "temurin"
       - run: java -version
-      - name: Retrieve uberjar artifact
-        uses: ./.github/actions/fetch-artifact
+      - uses: actions/download-artifact@v4
+        name: Retrieve uberjar artifact
         with:
-          name: metabase-${{ matrix.edition }}-${{ github.event.inputs.commit || github.event.pull_request.head.sha || github.sha }}-uberjar
+          name: metabase-${{ matrix.edition }}-${{ github.event.inputs.commit || github.sha  }}-uberjar
       - name: Launch uberjar
         run: >-
-          java --add-opens java.base/java.nio=ALL-UNNAMED -jar ./metabase.jar &
+          java --add-opens java.base/java.nio=ALL-UNNAMED -jar ./target/uberjar/metabase.jar &
       - name: Wait for Metabase to start
         run: while ! curl 'http://localhost:3000/api/health' | grep '{"status":"ok"}'; do sleep 1; done
+
+  containerize:
+    needs: [check-jar-health, get-container-info]
+    strategy:
+      matrix:
+        edition: ${{ fromJson(needs.get-container-info.outputs.editions) }}
+    uses: ./.github/workflows/containerize-jar.yml
+    secrets: inherit
+    with:
+      artifact-name: metabase-${{ matrix.edition }}-${{ github.event.inputs.commit || github.sha }}-uberjar
+      commit: ${{ github.event.inputs.commit || github.sha }}
+      repo: ${{ fromJson(needs.get-container-info.outputs[matrix.edition]).repo }}
+      tag: ${{ fromJson(needs.get-container-info.outputs[matrix.edition]).tag }}
+      release: "false"
+      build-args: |
+        GIT_COMMIT_SHA=${{ github.event.inputs.commit || github.sha }}
+
+  run-trivy:
+    needs: [get-container-info, containerize]
+    strategy:
+      matrix:
+        edition: ${{ fromJson(needs.get-container-info.outputs.editions) }}
+    runs-on: ubuntu-22.04
+    name: Run Trivy vulnerability scanner
+    steps:
+      - name: Check out the code
+        uses: actions/checkout@v4
+        with:
+          ref: ${{ github.event.inputs.commit || github.sha }}
+      - name: Run Trivy vulnerability scanner
+        uses: aquasecurity/trivy-action@0.29.0
+        env:
+          TRIVY_OFFLINE_SCAN: true
+          repo: ${{ fromJson(needs.get-container-info.outputs[matrix.edition]).repo }}
+          tag: ${{ fromJson(needs.get-container-info.outputs[matrix.edition]).tag }}
+        with:
+          image-ref: docker.io/${{ env.repo }}:${{ env.tag }}
+          format: sarif
+          output: trivy-results.sarif
+          version: "v0.57.1"
+      - name: Upload Trivy scan results to GitHub Security tab
+        uses: github/codeql-action/upload-sarif@v3
+        with:
+          sarif_file: "trivy-results.sarif"

.github/workflows/update-e2e-timings.yml

@@ -1,92 +0,0 @@
-name: Update E2E Timings
-
-permissions:
-  contents: write
-  pull-requests: write
-
-on:
-  workflow_dispatch:
-    inputs:
-      days_back:
-        description: "Number of days to look back for timing artifacts"
-        type: number
-        default: 7
-        required: false
-  schedule:
-    # Run weekly on Sundays at 6 AM UTC
-    - cron: "0 6 * * 0"
-
-jobs:
-  collect-and-average-timings:
-    runs-on: ubuntu-22.04
-    timeout-minutes: 30
-    env:
-      DAYS_BACK: ${{ inputs.days_back || 7 }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Setup Node.js
-        uses: actions/setup-node@v4
-        with:
-          node-version: 22
-
-      - name: Collect and average timing data
-        id: collect-timings
-        uses: actions/github-script@v7
-        with:
-          script: |
-            const { collectAndAverageTimings } = require('${{ github.workspace }}/.github/scripts/average-e2e-timings.js');
-            const result = await collectAndAverageTimings({
-              github,
-              context,
-              token: '${{ secrets.GITHUB_TOKEN }}',
-              daysBack: ${{ env.DAYS_BACK }},
-              existingTimingsPath: 'e2e/support/timings.json'
-            });
-
-            core.setOutput('artifact-count', result.artifactCount);
-
-      - name: Set up git configuration
-        run: |
-          git config user.name "github-actions[bot]"
-          git config user.email "41898282+github-actions[bot]@users.noreply.github.com"
-          BRANCH_NAME="update-e2e-timings-$(date +%Y%m%d-%H%M%S)"
-          echo "BRANCH_NAME=$BRANCH_NAME" >> $GITHUB_ENV
-          echo "Branch name will be: $BRANCH_NAME"
-
-      - name: Create Pull Request
-        uses: peter-evans/create-pull-request@v6
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
-          branch: ${{ env.BRANCH_NAME }}
-          base: master
-          commit-message: |
-            Update E2E test timings with averaged data
-
-            Collected timing data from ${{ env.DAYS_BACK }} days of test runs.
-            All specs with timing data were included (simple averages).
-
-            🤖 Generated automatically by update-e2e-timings workflow
-
-            Co-Authored-By: GitHub Actions <actions@github.com>
-          committer: "github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>"
-          author: "github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>"
-          title: "[chore] Update E2E test timings with recent data"
-          body: |
-            ## Summary
-            This PR updates the E2E test timing data with averaged values from recent test runs.
-
-            ## Details
-            - Collected data from the last **${{ env.DAYS_BACK }} days** of test runs
-            - Averaged timing data from **${{ steps.collect-timings.outputs.artifact-count }}** test runs
-
-            ## Generated automatically
-            🤖 This PR was created automatically by the `update-e2e-timings` workflow.
-            The timing data helps cypress-split optimize test distribution across parallel jobs.
-
-            Co-Authored-By: GitHub Actions <actions@github.com>
-          labels: |
-            .CI & Tests
-          add-paths: e2e/support/timings.json

.gitignore

@@ -51,7 +51,6 @@ cypress.env.json
 /lein-plugins/*/target
 /local
 /locales/metabase-*.pot
-/logs
 /modules/drivers/*/resources/namespaces.edn
 /modules/drivers/*/target
 /node_modules/
@@ -61,9 +60,7 @@ cypress.env.json
 /resources/frontend_client/app/dist/
 /resources/frontend_client/app/locales
 /resources/frontend_client/app/embed.js
-/resources/frontend_client/app/embedding-sdk.js
-/resources/frontend_client/app/embedding-sdk.js.map
-/resources/frontend_client/tmp-*/
+/resources/frontend_client/tmp-embed-js/
 /resources/frontend_client/embed.html
 /resources/frontend_client/embed-sdk.html
 /resources/frontend_client/index.html
@@ -98,13 +95,6 @@ xcuserdata
 dev/src/dev/nocommit/
 dev/serialization_deltas/
 *~
-
-# TypeScript compilation artifacts
-/build/
-*.tsbuildinfo
-/trace-output/
-/temp-types/
-
 **/cypress_sample_database.json
 **/cypress_sample_instance_data.json
 /frontend/src/cljs
@@ -162,4 +152,3 @@ CLAUDE.local.md
 .eslintcache
 
 /logs
-/.clojure-mcp