From bdb34a330983f825587272552fd9488550f3fbd3 Mon Sep 17 00:00:00 2001
From: Cal Herries <39073188+calherries@users.noreply.github.com>
Date: Fri, 12 Apr 2024 19:21:54 +0300
Subject: [PATCH] Sample content (#40753)
---
.../metabase_enterprise/serialization/cmd.clj | 8 +-
.../serialization/v2/entity_ids.clj | 12 +-
.../serialization/test_util.clj | 2 +-
.../migrations/001_update_migrations.yaml | 8 +
resources/sample-content.edn | 3983 +++++++++++++++++
src/metabase/api/database.clj | 2 +-
src/metabase/cmd/copy.clj | 11 +-
src/metabase/cmd/reset_password.clj | 2 +-
src/metabase/cmd/rotate_encryption_key.clj | 2 +-
src/metabase/config.clj | 6 +
src/metabase/core.clj | 17 +-
src/metabase/db.clj | 10 +-
src/metabase/db/custom_migrations.clj | 231 +-
src/metabase/db/setup.clj | 20 +-
src/metabase/public_settings.clj | 13 +
src/metabase/sample_data.clj | 33 +-
test/metabase/api/permissions_test.clj | 4 +-
test/metabase/cmd/load_from_h2_test.clj | 2 +-
test/metabase/db/schema_migrations_test.clj | 40 +
test/metabase/db/setup_test.clj | 32 +-
test/metabase/models/user_test.clj | 2 +-
test/metabase/setup_test.clj | 21 +-
test/metabase/test/data.clj | 2 +-
test/metabase/test/data/h2.clj | 2 +-
test/metabase/test/data/interface.clj | 2 +-
test/metabase/test/initialize/db.clj | 2 +-
26 files changed, 4333 insertions(+), 136 deletions(-)
create mode 100644 resources/sample-content.edn
diff --git a/enterprise/backend/src/metabase_enterprise/serialization/cmd.clj b/enterprise/backend/src/metabase_enterprise/serialization/cmd.clj
index 05cf8622e25..5f9038b78d4 100644
--- a/enterprise/backend/src/metabase_enterprise/serialization/cmd.clj
+++ b/enterprise/backend/src/metabase_enterprise/serialization/cmd.clj
@@ -57,7 +57,7 @@
"Load serialized metabase instance as created by [[dump]] command from directory `path`."
[path context :- Context]
(plugins/load-plugins!)
- (mdb/setup-db!)
+ (mdb/setup-db! :create-sample-content? false)
(check-premium-token!)
(when-not (load/compatible? path)
(log/warn "Dump was produced using a different version of Metabase. Things may break!"))
@@ -91,7 +91,7 @@
& {:keys [token-check?]
:or {token-check? true}}]
(plugins/load-plugins!)
- (mdb/setup-db!)
+ (mdb/setup-db! :create-sample-content? false)
(when token-check?
(check-premium-token!))
; TODO This should be restored, but there's no manifest or other meta file written by v2 dumps.
@@ -184,7 +184,7 @@
"Legacy Metabase app data dump"
[path {:keys [state user include-entity-id] :or {state :active} :as opts}]
(log/infof "BEGIN DUMP to %s via user %s" path user)
- (mdb/setup-db!)
+ (mdb/setup-db! :create-sample-content? false)
(check-premium-token!)
(t2/select User) ;; TODO -- why??? [editor's note: this comment originally from Cam]
(let [users (if user
@@ -228,7 +228,7 @@
"Exports Metabase app data to directory at path"
[path {:keys [collection-ids] :as opts}]
(log/infof "Exporting Metabase to %s" path)
- (mdb/setup-db!)
+ (mdb/setup-db! :create-sample-content? false)
(check-premium-token!)
(t2/select User) ;; TODO -- why??? [editor's note: this comment originally from Cam]
(let [f (io/file path)]
diff --git a/enterprise/backend/src/metabase_enterprise/serialization/v2/entity_ids.clj b/enterprise/backend/src/metabase_enterprise/serialization/v2/entity_ids.clj
index ed39bf3b57d..88645f86702 100644
--- a/enterprise/backend/src/metabase_enterprise/serialization/v2/entity_ids.clj
+++ b/enterprise/backend/src/metabase_enterprise/serialization/v2/entity_ids.clj
@@ -114,7 +114,7 @@
Returns truthy if all missing entity IDs were created successfully, and falsey if there were any errors."
[]
(log/info "Seeding Entity IDs")
- (mdb/setup-db!)
+ (mdb/setup-db! :create-sample-content? false)
(let [{:keys [error-count]} (transduce
(map seed-entity-ids-for-model!)
(completing (partial merge-with +))
@@ -139,10 +139,10 @@
Returns truthy if all entity IDs were removed successfully, and falsey if there were any errors."
[]
(log/info "Dropping Entity IDs")
- (mdb/setup-db!)
+ (mdb/setup-db! :create-sample-content? false)
(let [{:keys [error-count]} (transduce
- (map drop-entity-ids-for-model!)
- (completing (partial merge-with +))
- {:update-count 0, :error-count 0}
- (entity-id-models))]
+ (map drop-entity-ids-for-model!)
+ (completing (partial merge-with +))
+ {:update-count 0, :error-count 0}
+ (entity-id-models))]
(zero? error-count)))
diff --git a/enterprise/backend/test/metabase_enterprise/serialization/test_util.clj b/enterprise/backend/test/metabase_enterprise/serialization/test_util.clj
index f006b9461a7..24ac1e18bbc 100644
--- a/enterprise/backend/test/metabase_enterprise/serialization/test_util.clj
+++ b/enterprise/backend/test/metabase_enterprise/serialization/test_util.clj
@@ -72,7 +72,7 @@
data-source (mdb.data-source/raw-connection-string->DataSource connection-string)]
;; DB should stay open as long as `conn` is held open.
(with-open [_conn (.getConnection data-source)]
- (with-db data-source (mdb/setup-db!))
+ (with-db data-source (mdb/setup-db! :create-sample-content? false)) ; skip sample content for speedy tests. this doesn't reflect production
(f data-source))))
(defn do-with-dbs
diff --git a/resources/migrations/001_update_migrations.yaml b/resources/migrations/001_update_migrations.yaml
index 1ecda60717a..fae5a37e5ae 100644
--- a/resources/migrations/001_update_migrations.yaml
+++ b/resources/migrations/001_update_migrations.yaml
@@ -6129,6 +6129,14 @@ databaseChangeLog:
constraints:
nullable: true
+ - changeSet:
+ id: v50.2024-04-09T15:55:22
+ author: calherries
+ comment: Create sample content
+ changes:
+ - customChange:
+ class: "metabase.db.custom_migrations.CreateSampleContent"
+
- changeSet:
id: v50.2024-04-09T15:55:23
author: piranha
diff --git a/resources/sample-content.edn b/resources/sample-content.edn
new file mode 100644
index 00000000000..1026dc95793
--- /dev/null
+++ b/resources/sample-content.edn
@@ -0,0 +1,3983 @@
+{:metabase_database
+ ({:description "Some example data for you to play around with.",
+ :cache_field_values_schedule "0 0 17 * * ? *",
+ :timezone "UTC",
+ :auto_run_queries true,
+ :metadata_sync_schedule "0 26 * * * ? *",
+ :name "Sample Database",
+ :settings nil,
+ :caveats
+ "You probably don't want to use this for your business-critical analyses, but hey, it's your world, we're just living in it.",
+ :creator_id nil,
+ :is_full_sync true,
+ :updated_at #t "2024-04-11T12:41:26.866003Z",
+ :cache_ttl nil,
+ :details
+ "{}",
+ :is_sample true,
+ :id 1,
+ :is_on_demand false,
+ :engine "h2",
+ :initial_sync_status "complete",
+ :is_audit false,
+ :dbms_version "{}",
+ :refingerprint nil,
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :points_of_interest
+ "You can find all sorts of different joinable tables ranging from products to people to reviews here."}),
+ :report_dashboard
+ ({:description
+ "Quickly take an overview of an e-commerce reseller business and dive into separate tabs that focus on top selling products and demographic insights. Each vendor can log in as a tenant and see their own data sandboxed from all the others.",
+ :archived false,
+ :collection_position 2,
+ :initially_published_at nil,
+ :enable_embedding false,
+ :collection_id 1,
+ :show_in_getting_started false,
+ :name "E-commerce insights",
+ :width "full",
+ :caveats nil,
+ :creator_id 13371338,
+ :updated_at #t "2024-04-11T12:44:20.141559Z",
+ :made_public_by_id nil,
+ :embedding_params nil,
+ :cache_ttl nil,
+ :id 1,
+ :position nil,
+ :entity_id "DlK2jXoIHPXyVkEuo6Uy6",
+ :parameters
+ "[{\"id\":\"fc2cd1be\",\"isMultiSelect\":false,\"name\":\"Vendor\",\"sectionId\":\"string\",\"slug\":\"vendor\",\"type\":\"string/=\"},{\"id\":\"afa56954\",\"name\":\"Date Range\",\"sectionId\":\"date\",\"slug\":\"date_range\",\"type\":\"date/range\"},{\"id\":\"5eeec658\",\"name\":\"Category\",\"sectionId\":\"string\",\"slug\":\"category\",\"type\":\"string/=\",\"values_query_type\":\"list\"},{\"id\":\"512c560a\",\"name\":\"Location\",\"sectionId\":\"location\",\"slug\":\"location\",\"type\":\"string/=\",\"values_query_type\":\"none\"}]",
+ :auto_apply_filters true,
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :public_uuid nil,
+ :points_of_interest nil}),
+ :metabase_table
+ ({:description
+ "Piespace does some anonymous analytics tracking on how users interact with their platform. They’ve only had time to implement a few events, but you know how it is. Pies come first.",
+ :entity_type "entity/EventTable",
+ :schema "PUBLIC",
+ :database_require_filter nil,
+ :show_in_getting_started false,
+ :name "ANALYTIC_EVENTS",
+ :caveats
+ "Piespace has cracked time travel, so keep in mind that some events may have already happened in the future.",
+ :updated_at #t "2024-04-11T12:41:26.910262Z",
+ :active true,
+ :id 1,
+ :db_id 1,
+ :visibility_type nil,
+ :field_order "database",
+ :is_upload false,
+ :initial_sync_status "complete",
+ :display_name "Analytic Events",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :estimated_row_count nil,
+ :points_of_interest "Is it? We’ll let you be the judge of that."}
+ {:description
+ "With each order of pies sent out, Piespace includes a place for customers to submit feedback and review their order.",
+ :entity_type "entity/GenericTable",
+ :schema "PUBLIC",
+ :database_require_filter nil,
+ :show_in_getting_started false,
+ :name "FEEDBACK",
+ :caveats
+ "Not every account feels inclined to submit feedback. That’s cool. There’s still quite a few responses here.",
+ :updated_at #t "2024-04-11T12:41:26.916987Z",
+ :active true,
+ :id 2,
+ :db_id 1,
+ :visibility_type nil,
+ :field_order "database",
+ :is_upload false,
+ :initial_sync_status "complete",
+ :display_name "Feedback",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :estimated_row_count nil,
+ :points_of_interest "Is it? We’ll let you be the judge of that."}
+ {:description "Information on the user accounts registered with Sample Company.",
+ :entity_type "entity/UserTable",
+ :schema "PUBLIC",
+ :database_require_filter nil,
+ :show_in_getting_started false,
+ :name "PEOPLE",
+ :caveats "Note that employees and customer support staff will have accounts.",
+ :updated_at #t "2024-04-11T12:41:26.883435Z",
+ :active true,
+ :id 3,
+ :db_id 1,
+ :visibility_type nil,
+ :field_order "database",
+ :is_upload false,
+ :initial_sync_status "complete",
+ :display_name "People",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :estimated_row_count nil,
+ :points_of_interest "Is it? You tell us!"}
+ {:description "Reviews that Sample Company customers have left on our products.",
+ :entity_type "entity/GenericTable",
+ :schema "PUBLIC",
+ :database_require_filter nil,
+ :show_in_getting_started false,
+ :name "REVIEWS",
+ :caveats
+ "These reviews aren't tied to orders so it is possible people have reviewed products they did not purchase from us.",
+ :updated_at #t "2024-04-11T12:41:26.889211Z",
+ :active true,
+ :id 4,
+ :db_id 1,
+ :visibility_type nil,
+ :field_order "database",
+ :is_upload false,
+ :initial_sync_status "complete",
+ :display_name "Reviews",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :estimated_row_count nil,
+ :points_of_interest "Is it? You tell us!"}
+ {:description "Confirmed Sample Company orders for a product, from a user.",
+ :entity_type "entity/TransactionTable",
+ :schema "PUBLIC",
+ :database_require_filter nil,
+ :show_in_getting_started false,
+ :name "ORDERS",
+ :caveats
+ "You can join this on the Products and Orders table using the ID fields. Discount is left null if not applicable.",
+ :updated_at #t "2024-04-11T12:41:26.880693Z",
+ :active true,
+ :id 5,
+ :db_id 1,
+ :visibility_type nil,
+ :field_order "database",
+ :is_upload false,
+ :initial_sync_status "complete",
+ :display_name "Orders",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :estimated_row_count nil,
+ :points_of_interest "Is it? You tell us!"}
+ {:description
+ "Information on customer accounts registered with Piespace. Each account represents a new organization signing up for on-demand pies.",
+ :entity_type "entity/UserTable",
+ :schema "PUBLIC",
+ :database_require_filter nil,
+ :show_in_getting_started false,
+ :name "ACCOUNTS",
+ :caveats
+ "Piespace’s business operates with a two week trial period. If you see that “Canceled At†is null then that account is still happily paying for their pies.",
+ :updated_at #t "2024-04-11T12:41:26.904036Z",
+ :active true,
+ :id 6,
+ :db_id 1,
+ :visibility_type nil,
+ :field_order "database",
+ :is_upload false,
+ :initial_sync_status "complete",
+ :display_name "Accounts",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :estimated_row_count nil,
+ :points_of_interest "Is it? We’ll let you be the judge of that."}
+ {:description
+ "Confirmed payments from Piespace’s customers. Most accounts pay for their pie subscription on a monthly basis.",
+ :entity_type "entity/GenericTable",
+ :schema "PUBLIC",
+ :database_require_filter nil,
+ :show_in_getting_started false,
+ :name "INVOICES",
+ :caveats
+ "You can group by “Account ID†to see all the payments from an account and unveil information like total amount paid to date.",
+ :updated_at #t "2024-04-11T12:41:26.901935Z",
+ :active true,
+ :id 7,
+ :db_id 1,
+ :visibility_type nil,
+ :field_order "database",
+ :is_upload false,
+ :initial_sync_status "complete",
+ :display_name "Invoices",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :estimated_row_count nil,
+ :points_of_interest "Is it? We’ll let you be the judge of that."}
+ {:description "Includes a catalog of all the products ever sold by the famed Sample Company.",
+ :entity_type "entity/ProductTable",
+ :schema "PUBLIC",
+ :database_require_filter nil,
+ :show_in_getting_started false,
+ :name "PRODUCTS",
+ :caveats "The rating column is an integer from 1-5 where 1 is dreadful and 5 is the best thing ever.",
+ :updated_at #t "2024-04-11T12:41:26.878228Z",
+ :active true,
+ :id 8,
+ :db_id 1,
+ :visibility_type nil,
+ :field_order "database",
+ :is_upload false,
+ :initial_sync_status "complete",
+ :display_name "Products",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :estimated_row_count nil,
+ :points_of_interest "Is it? You tell us!"}),
+ :report_dashboardcard
+ ({:size_x 24,
+ :dashboard_tab_id 1,
+ :action_id nil,
+ :updated_at #t "2024-04-11T12:44:20.141559Z",
+ :col 0,
+ :id 1,
+ :parameter_mappings "[]",
+ :card_id 7,
+ :entity_id "T3G6Is3XniVtrqzKbZ2vx",
+ :visualization_settings
+ "{\"card.title\":\"Value of orders over time (before taxes)\",\"column_settings\":null,\"graph.dimensions\":[\"CREATED_AT\",\"CATEGORY\"],\"graph.metrics\":[\"sum\"],\"graph.series_order\":null,\"graph.series_order_dimension\":null,\"graph.x_axis.labels_enabled\":false,\"series_settings\":{\"Doohickey\":{\"color\":\"#7172AD\"},\"Gadget\":{\"color\":\"#A989C5\"},\"Gizmo\":{\"color\":\"#C7EAEA\"},\"Widget\":{\"color\":\"#227FD2\"}},\"stackable.stack_type\":\"stacked\"}",
+ :size_y 7,
+ :dashboard_id 1,
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :row 15}
+ {:size_x 24,
+ :dashboard_tab_id 1,
+ :action_id nil,
+ :updated_at #t "2024-04-11T12:44:20.141559Z",
+ :col 0,
+ :id 2,
+ :parameter_mappings "[]",
+ :card_id 16,
+ :entity_id "gXkQgKfsYghl-XjDpSefW",
+ :visualization_settings
+ "{\"card.description\":\"Orders placed per quarter broken down by source and formatted to highlight best and worst quarters\",\"column_settings\":null,\"graph.dimensions\":[\"CREATED_AT\",\"SOURCE\"],\"graph.metrics\":[\"sum\"],\"graph.series_labels\":[null],\"pivot.show_row_totals\":true,\"pivot_table.column_split\":{\"columns\":[[\"field\",45,{\"base-type\":\"type/Text\",\"source-field\":43}]],\"rows\":[[\"field\",41,{\"base-type\":\"type/DateTime\",\"temporal-unit\":\"quarter\"}]],\"values\":[[\"aggregation\",0]]},\"pivot_table.column_widths\":{\"leftHeaderWidths\":[141],\"totalLeftHeaderWidths\":141,\"valueHeaderWidths\":{\"0\":234,\"1\":263,\"2\":254,\"3\":236.3636474609375,\"4\":227,\"5\":170}},\"stackable.stack_type\":\"stacked\",\"table.column_formatting\":[{\"color\":\"#FBE499\",\"colors\":[\"#ED6E6E\",\"#FFFFFF\",\"#84BB4C\"],\"columns\":[\"sum\"],\"highlight_row\":false,\"max_type\":null,\"max_value\":100,\"min_type\":null,\"min_value\":0,\"operator\":\"<\",\"type\":\"range\",\"value\":1000}]}",
+ :size_y 6,
+ :dashboard_id 1,
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :row 9}
+ {:size_x 24,
+ :dashboard_tab_id 1,
+ :action_id nil,
+ :updated_at #t "2024-04-11T12:41:25.429317Z",
+ :col 0,
+ :id 3,
+ :parameter_mappings "[]",
+ :card_id nil,
+ :entity_id "Cb92ioon7vWaER-4OcdDS",
+ :visualization_settings
+ "{\"column_settings\":null,\"dashcard.background\":false,\"text\":\"Overall business health\",\"virtual_card\":{\"archived\":false,\"dataset_query\":{},\"display\":\"heading\",\"name\":null,\"visualization_settings\":{}}}",
+ :size_y 1,
+ :dashboard_id 1,
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :row 0}
+ {:size_x 15,
+ :dashboard_tab_id 3,
+ :action_id nil,
+ :updated_at #t "2024-04-11T12:41:25.429317Z",
+ :col 9,
+ :id 4,
+ :parameter_mappings "[]",
+ :card_id 4,
+ :entity_id "vJZR2mN2xRrXiqqwAc0eb",
+ :visualization_settings
+ "{\"graph.y_axis.title_text\":\"Buyers\",\"graph.series_order_dimension\":null,\"graph.x_axis.title_text\":\"Age\",\"card.title\":\"Buyers by age group\",\"graph.metrics\":[\"count_2\"],\"graph.series_order\":null,\"card.description\":\"Shows a distribution of our customers in age groups\",\"series_settings\":{\"count\":{\"color\":\"#A989C5\"},\"count_2\":{\"color\":\"#999AC4\"}},\"graph.x_axis.scale\":\"ordinal\",\"graph.dimensions\":[\"count\"]}",
+ :size_y 6,
+ :dashboard_id 1,
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :row 1}
+ {:size_x 24,
+ :dashboard_tab_id 2,
+ :action_id nil,
+ :updated_at #t "2024-04-11T12:41:25.429317Z",
+ :col 0,
+ :id 5,
+ :parameter_mappings "[]",
+ :card_id nil,
+ :entity_id "s2ZdKLKOql1B0gCbOh3XO",
+ :visualization_settings
+ "{\"column_settings\":null,\"dashcard.background\":false,\"text\":\"Top performing products\",\"virtual_card\":{\"archived\":false,\"dataset_query\":{},\"display\":\"heading\",\"name\":null,\"visualization_settings\":{}}}",
+ :size_y 1,
+ :dashboard_id 1,
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :row 0}
+ {:size_x 7,
+ :dashboard_tab_id 2,
+ :action_id nil,
+ :updated_at #t "2024-04-11T12:41:25.429317Z",
+ :col 17,
+ :id 6,
+ :parameter_mappings "[]",
+ :card_id 6,
+ :entity_id "C3ByFOdgRYsNwwXVTGfY-",
+ :visualization_settings
+ "{\"card.description\":\"Breaks down the overall performance of each of the product categories \",\"card.title\":\"Total orders by category\",\"column_settings\":null,\"pie.colors\":{\"Doohickey\":\"#7172AD\",\"Gadget\":\"#A989C5\",\"Gizmo\":\"#C7EAEA\",\"Widget\":\"#227FD2\"}}",
+ :size_y 5,
+ :dashboard_id 1,
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :row 13}
+ {:size_x 17,
+ :dashboard_tab_id 2,
+ :action_id nil,
+ :updated_at #t "2024-04-11T12:41:25.429317Z",
+ :col 0,
+ :id 7,
+ :parameter_mappings "[]",
+ :card_id 14,
+ :entity_id "ndNZEBY96LMGGWefgnG3o",
+ :visualization_settings
+ "{\"card.description\":\"Compares the orders of each category quarter over quarter\",\"card.title\":\"Numbers of orders by category per quarter\",\"column_settings\":null,\"graph.dimensions\":[\"CREATED_AT\",\"CATEGORY\"],\"graph.metrics\":[\"count\"],\"graph.x_axis.labels_enabled\":false,\"graph.x_axis.title_text\":\"Created At\",\"graph.y_axis.title_text\":\"Number of orders\",\"series_settings\":{\"Doohickey\":{\"color\":\"#7172AD\"},\"Gadget\":{\"color\":\"#A989C5\"},\"Gizmo\":{\"color\":\"#C7EAEA\"},\"Widget\":{\"color\":\"#227FD2\"}}}",
+ :size_y 5,
+ :dashboard_id 1,
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :row 13}
+ {:size_x 7,
+ :dashboard_tab_id 2,
+ :action_id nil,
+ :updated_at #t "2024-04-11T12:41:25.429317Z",
+ :col 17,
+ :id 8,
+ :parameter_mappings "[]",
+ :card_id 1,
+ :entity_id "g6Z9N7QjvtdQbEHaAgxhY",
+ :visualization_settings
+ "{\"card.description\":\"Compares the total number of orders placed for this product this month with the previous period\",\"column_settings\":null}",
+ :size_y 3,
+ :dashboard_id 1,
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :row 3}
+ {:size_x 7,
+ :dashboard_tab_id 2,
+ :action_id nil,
+ :updated_at #t "2024-04-11T12:41:25.429317Z",
+ :col 17,
+ :id 9,
+ :parameter_mappings "[]",
+ :card_id 5,
+ :entity_id "Q4sD1F6XrD8dVPD2JHV1Z",
+ :visualization_settings
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+ :fingerprint
+ "{\"global\":{\"distinct-count\":62,\"nil%\":0.0},\"type\":{\"type/Number\":{\"min\":0.0,\"q1\":1.755882607764982,\"q3\":4.882654507928044,\"max\":100.0,\"sd\":4.214258386403798,\"avg\":3.7015}}}",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/Integer",
+ :points_of_interest nil}
+ {:description "The product ID. This is an internal identifier for the product, NOT the SKU.",
+ :database_type "INTEGER",
+ :semantic_type "type/FK",
+ :table_id 5,
+ :coercion_strategy nil,
+ :database_indexed true,
+ :name "PRODUCT_ID",
+ :fingerprint_version 5,
+ :has_field_values nil,
+ :settings nil,
+ :caveats nil,
+ :fk_target_field_id 62,
+ :updated_at #t "2024-04-11T12:41:26.705647Z",
+ :custom_position 0,
+ :effective_type "type/Integer",
+ :active true,
+ :nfc_path nil,
+ :parent_id nil,
+ :id 40,
+ :last_analyzed #t "2024-04-11T12:41:25.429317Z",
+ :database_partitioned nil,
+ :database_is_auto_increment false,
+ :json_unfolding false,
+ :position 2,
+ :visibility_type "normal",
+ :preview_display true,
+ :display_name "Product ID",
+ :database_position 2,
+ :database_required false,
+ :fingerprint "{\"global\":{\"distinct-count\":200,\"nil%\":0.0}}",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/Integer",
+ :points_of_interest nil}
+ {:description "The date and time an order was submitted.",
+ :database_type "TIMESTAMP",
+ :semantic_type "type/CreationTimestamp",
+ :table_id 5,
+ :coercion_strategy nil,
+ :database_indexed false,
+ :name "CREATED_AT",
+ :fingerprint_version 5,
+ :has_field_values nil,
+ :settings nil,
+ :caveats nil,
+ :fk_target_field_id nil,
+ :updated_at #t "2024-04-11T12:41:26.739781Z",
+ :custom_position 0,
+ :effective_type "type/DateTime",
+ :active true,
+ :nfc_path nil,
+ :parent_id nil,
+ :id 41,
+ :last_analyzed #t "2024-04-11T12:41:25.429317Z",
+ :database_partitioned nil,
+ :database_is_auto_increment false,
+ :json_unfolding false,
+ :position 7,
+ :visibility_type "normal",
+ :preview_display true,
+ :display_name "Created At",
+ :database_position 7,
+ :database_required false,
+ :fingerprint
+ "{\"global\":{\"distinct-count\":10001,\"nil%\":0.0},\"type\":{\"type/DateTime\":{\"earliest\":\"2022-04-30T18:56:13.352Z\",\"latest\":\"2026-04-19T14:07:15.657Z\"}}}",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/DateTime",
+ :points_of_interest nil}
+ {:description "The total billed amount.",
+ :database_type "DOUBLE PRECISION",
+ :semantic_type nil,
+ :table_id 5,
+ :coercion_strategy nil,
+ :database_indexed false,
+ :name "TOTAL",
+ :fingerprint_version 5,
+ :has_field_values nil,
+ :settings nil,
+ :caveats nil,
+ :fk_target_field_id nil,
+ :updated_at #t "2024-04-11T12:41:26.719186Z",
+ :custom_position 0,
+ :effective_type "type/Float",
+ :active true,
+ :nfc_path nil,
+ :parent_id nil,
+ :id 42,
+ :last_analyzed #t "2024-04-11T12:41:25.429317Z",
+ :database_partitioned nil,
+ :database_is_auto_increment false,
+ :json_unfolding false,
+ :position 5,
+ :visibility_type "normal",
+ :preview_display true,
+ :display_name "Total",
+ :database_position 5,
+ :database_required false,
+ :fingerprint
+ "{\"global\":{\"distinct-count\":4426,\"nil%\":0.0},\"type\":{\"type/Number\":{\"min\":8.93914247937167,\"q1\":51.34535490743823,\"q3\":110.29428389265787,\"max\":159.34900526552292,\"sd\":34.26469575709948,\"avg\":80.35871658771228}}}",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/Float",
+ :points_of_interest nil}
+ {:description
+ "The id of the user who made this order. Note that in some cases where an order was created on behalf of a customer who phoned the order in, this might be the employee who handled the request.",
+ :database_type "INTEGER",
+ :semantic_type "type/FK",
+ :table_id 5,
+ :coercion_strategy nil,
+ :database_indexed true,
+ :name "USER_ID",
+ :fingerprint_version 5,
+ :has_field_values nil,
+ :settings nil,
+ :caveats nil,
+ :fk_target_field_id 46,
+ :updated_at #t "2024-04-11T12:41:26.729187Z",
+ :custom_position 0,
+ :effective_type "type/Integer",
+ :active true,
+ :nfc_path nil,
+ :parent_id nil,
+ :id 43,
+ :last_analyzed #t "2024-04-11T12:41:25.429317Z",
+ :database_partitioned nil,
+ :database_is_auto_increment false,
+ :json_unfolding false,
+ :position 1,
+ :visibility_type "normal",
+ :preview_display true,
+ :display_name "User ID",
+ :database_position 1,
+ :database_required false,
+ :fingerprint "{\"global\":{\"distinct-count\":929,\"nil%\":0.0}}",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/Integer",
+ :points_of_interest nil}
+ {:description
+ "The raw, pre-tax cost of the order. Note that this might be different in the future from the product price due to promotions, credits, etc.",
+ :database_type "DOUBLE PRECISION",
+ :semantic_type nil,
+ :table_id 5,
+ :coercion_strategy nil,
+ :database_indexed false,
+ :name "SUBTOTAL",
+ :fingerprint_version 5,
+ :has_field_values nil,
+ :settings nil,
+ :caveats nil,
+ :fk_target_field_id nil,
+ :updated_at #t "2024-04-11T12:41:26.712183Z",
+ :custom_position 0,
+ :effective_type "type/Float",
+ :active true,
+ :nfc_path nil,
+ :parent_id nil,
+ :id 44,
+ :last_analyzed #t "2024-04-11T12:41:25.429317Z",
+ :database_partitioned nil,
+ :database_is_auto_increment false,
+ :json_unfolding false,
+ :position 3,
+ :visibility_type "normal",
+ :preview_display true,
+ :display_name "Subtotal",
+ :database_position 3,
+ :database_required false,
+ :fingerprint
+ "{\"global\":{\"distinct-count\":340,\"nil%\":0.0},\"type\":{\"type/Number\":{\"min\":15.691943673970439,\"q1\":49.74894519060184,\"q3\":105.42965746993103,\"max\":148.22900526552291,\"sd\":32.53705013056317,\"avg\":77.01295465356547}}}",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/Float",
+ :points_of_interest nil}
+ {:description
+ "The channel through which we acquired this user. Valid values include: Affiliate, Facebook, Google, Organic and Twitter",
+ :database_type "CHARACTER VARYING",
+ :semantic_type "type/Source",
+ :table_id 3,
+ :coercion_strategy nil,
+ :database_indexed false,
+ :name "SOURCE",
+ :fingerprint_version 5,
+ :has_field_values "auto-list",
+ :settings nil,
+ :caveats nil,
+ :fk_target_field_id nil,
+ :updated_at #t "2024-04-11T12:41:26.771246Z",
+ :custom_position 0,
+ :effective_type "type/Text",
+ :active true,
+ :nfc_path nil,
+ :parent_id nil,
+ :id 45,
+ :last_analyzed #t "2024-04-11T12:41:25.429317Z",
+ :database_partitioned nil,
+ :database_is_auto_increment false,
+ :json_unfolding false,
+ :position 8,
+ :visibility_type "normal",
+ :preview_display true,
+ :display_name "Source",
+ :database_position 8,
+ :database_required false,
+ :fingerprint
+ "{\"global\":{\"distinct-count\":5,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":0.0,\"percent-state\":0.0,\"average-length\":7.4084}}}",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/Text",
+ :points_of_interest nil}
+ {:description "A unique identifier given to each user.",
+ :database_type "BIGINT",
+ :semantic_type "type/PK",
+ :table_id 3,
+ :coercion_strategy nil,
+ :database_indexed true,
+ :name "ID",
+ :fingerprint_version 0,
+ :has_field_values nil,
+ :settings nil,
+ :caveats nil,
+ :fk_target_field_id nil,
+ :updated_at #t "2024-04-11T12:41:26.779523Z",
+ :custom_position 0,
+ :effective_type "type/BigInteger",
+ :active true,
+ :nfc_path nil,
+ :parent_id nil,
+ :id 46,
+ :last_analyzed nil,
+ :database_partitioned nil,
+ :database_is_auto_increment true,
+ :json_unfolding false,
+ :position 0,
+ :visibility_type "normal",
+ :preview_display true,
+ :display_name "ID",
+ :database_position 0,
+ :database_required false,
+ :fingerprint nil,
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/BigInteger",
+ :points_of_interest nil}
+ {:description "The name of the user who owns an account",
+ :database_type "CHARACTER VARYING",
+ :semantic_type "type/Name",
+ :table_id 3,
+ :coercion_strategy nil,
+ :database_indexed false,
+ :name "NAME",
+ :fingerprint_version 5,
+ :has_field_values nil,
+ :settings nil,
+ :caveats nil,
+ :fk_target_field_id nil,
+ :updated_at #t "2024-04-11T12:41:26.756198Z",
+ :custom_position 0,
+ :effective_type "type/Text",
+ :active true,
+ :nfc_path nil,
+ :parent_id nil,
+ :id 47,
+ :last_analyzed #t "2024-04-11T12:41:25.429317Z",
+ :database_partitioned nil,
+ :database_is_auto_increment false,
+ :json_unfolding false,
+ :position 4,
+ :visibility_type "normal",
+ :preview_display true,
+ :display_name "Name",
+ :database_position 4,
+ :database_required false,
+ :fingerprint
+ "{\"global\":{\"distinct-count\":2499,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":0.0,\"percent-state\":0.0,\"average-length\":13.532}}}",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/Text",
+ :points_of_interest nil}
+ {:description "The state or province of the account’s billing address",
+ :database_type "CHARACTER",
+ :semantic_type "type/State",
+ :table_id 3,
+ :coercion_strategy nil,
+ :database_indexed false,
+ :name "STATE",
+ :fingerprint_version 5,
+ :has_field_values "auto-list",
+ :settings nil,
+ :caveats nil,
+ :fk_target_field_id nil,
+ :updated_at #t "2024-04-11T12:41:26.768935Z",
+ :custom_position 0,
+ :effective_type "type/Text",
+ :active true,
+ :nfc_path nil,
+ :parent_id nil,
+ :id 48,
+ :last_analyzed #t "2024-04-11T12:41:25.429317Z",
+ :database_partitioned nil,
+ :database_is_auto_increment false,
+ :json_unfolding false,
+ :position 7,
+ :visibility_type "normal",
+ :preview_display true,
+ :display_name "State",
+ :database_position 7,
+ :database_required false,
+ :fingerprint
+ "{\"global\":{\"distinct-count\":49,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":0.0,\"percent-state\":1.0,\"average-length\":2.0}}}",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/Text",
+ :points_of_interest nil}
+ {:description "The date of birth of the user",
+ :database_type "DATE",
+ :semantic_type nil,
+ :table_id 3,
+ :coercion_strategy nil,
+ :database_indexed false,
+ :name "BIRTH_DATE",
+ :fingerprint_version 5,
+ :has_field_values nil,
+ :settings nil,
+ :caveats nil,
+ :fk_target_field_id nil,
+ :updated_at #t "2024-04-11T12:41:26.773847Z",
+ :custom_position 0,
+ :effective_type "type/Date",
+ :active true,
+ :nfc_path nil,
+ :parent_id nil,
+ :id 49,
+ :last_analyzed #t "2024-04-11T12:41:25.429317Z",
+ :database_partitioned nil,
+ :database_is_auto_increment false,
+ :json_unfolding false,
+ :position 9,
+ :visibility_type "normal",
+ :preview_display true,
+ :display_name "Birth Date",
+ :database_position 9,
+ :database_required false,
+ :fingerprint
+ "{\"global\":{\"distinct-count\":2308,\"nil%\":0.0},\"type\":{\"type/DateTime\":{\"earliest\":\"1958-04-26\",\"latest\":\"2000-04-03\"}}}",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/Date",
+ :points_of_interest nil}
+ {:description
+ "This is the longitude of the user on sign-up. It might be updated in the future to the last seen location.",
+ :database_type "DOUBLE PRECISION",
+ :semantic_type "type/Longitude",
+ :table_id 3,
+ :coercion_strategy nil,
+ :database_indexed false,
+ :name "LONGITUDE",
+ :fingerprint_version 5,
+ :has_field_values nil,
+ :settings nil,
+ :caveats nil,
+ :fk_target_field_id nil,
+ :updated_at #t "2024-04-11T12:41:26.765587Z",
+ :custom_position 0,
+ :effective_type "type/Float",
+ :active true,
+ :nfc_path nil,
+ :parent_id nil,
+ :id 50,
+ :last_analyzed #t "2024-04-11T12:41:25.429317Z",
+ :database_partitioned nil,
+ :database_is_auto_increment false,
+ :json_unfolding false,
+ :position 6,
+ :visibility_type "normal",
+ :preview_display true,
+ :display_name "Longitude",
+ :database_position 6,
+ :database_required false,
+ :fingerprint
+ "{\"global\":{\"distinct-count\":2491,\"nil%\":0.0},\"type\":{\"type/Number\":{\"min\":-166.5425726,\"q1\":-101.58350792373135,\"q3\":-84.65289348288829,\"max\":-67.96735199999999,\"sd\":15.399698968175663,\"avg\":-95.18741780363999}}}",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/Float",
+ :points_of_interest nil}
+ {:description "The contact email for the account.",
+ :database_type "CHARACTER VARYING",
+ :semantic_type "type/Email",
+ :table_id 3,
+ :coercion_strategy nil,
+ :database_indexed false,
+ :name "EMAIL",
+ :fingerprint_version 5,
+ :has_field_values nil,
+ :settings nil,
+ :caveats nil,
+ :fk_target_field_id nil,
+ :updated_at #t "2024-04-11T12:41:26.748893Z",
+ :custom_position 0,
+ :effective_type "type/Text",
+ :active true,
+ :nfc_path nil,
+ :parent_id nil,
+ :id 51,
+ :last_analyzed #t "2024-04-11T12:41:25.429317Z",
+ :database_partitioned nil,
+ :database_is_auto_increment false,
+ :json_unfolding false,
+ :position 2,
+ :visibility_type "normal",
+ :preview_display true,
+ :display_name "Email",
+ :database_position 2,
+ :database_required false,
+ :fingerprint
+ "{\"global\":{\"distinct-count\":2500,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":1.0,\"percent-state\":0.0,\"average-length\":24.1824}}}",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/Text",
+ :points_of_interest nil}
+ {:description "The street address of the account’s billing address",
+ :database_type "CHARACTER VARYING",
+ :semantic_type nil,
+ :table_id 3,
+ :coercion_strategy nil,
+ :database_indexed false,
+ :name "ADDRESS",
+ :fingerprint_version 5,
+ :has_field_values nil,
+ :settings nil,
+ :caveats nil,
+ :fk_target_field_id nil,
+ :updated_at #t "2024-04-11T12:41:26.746315Z",
+ :custom_position 0,
+ :effective_type "type/Text",
+ :active true,
+ :nfc_path nil,
+ :parent_id nil,
+ :id 52,
+ :last_analyzed #t "2024-04-11T12:41:25.429317Z",
+ :database_partitioned nil,
+ :database_is_auto_increment false,
+ :json_unfolding false,
+ :position 1,
+ :visibility_type "normal",
+ :preview_display true,
+ :display_name "Address",
+ :database_position 1,
+ :database_required false,
+ :fingerprint
+ "{\"global\":{\"distinct-count\":2490,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":0.0,\"percent-state\":0.0,\"average-length\":20.85}}}",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/Text",
+ :points_of_interest nil}
+ {:description "This is the salted password of the user. It should not be visible",
+ :database_type "CHARACTER VARYING",
+ :semantic_type nil,
+ :table_id 3,
+ :coercion_strategy nil,
+ :database_indexed false,
+ :name "PASSWORD",
+ :fingerprint_version 5,
+ :has_field_values nil,
+ :settings nil,
+ :caveats nil,
+ :fk_target_field_id nil,
+ :updated_at #t "2024-04-11T12:41:26.753313Z",
+ :custom_position 0,
+ :effective_type "type/Text",
+ :active true,
+ :nfc_path nil,
+ :parent_id nil,
+ :id 53,
+ :last_analyzed #t "2024-04-11T12:41:25.429317Z",
+ :database_partitioned nil,
+ :database_is_auto_increment false,
+ :json_unfolding false,
+ :position 3,
+ :visibility_type "normal",
+ :preview_display true,
+ :display_name "Password",
+ :database_position 3,
+ :database_required false,
+ :fingerprint
+ "{\"global\":{\"distinct-count\":2500,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":0.0,\"percent-state\":0.0,\"average-length\":36.0}}}",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/Text",
+ :points_of_interest nil}
+ {:description "The postal code of the account’s billing address",
+ :database_type "CHARACTER",
+ :semantic_type "type/ZipCode",
+ :table_id 3,
+ :coercion_strategy nil,
+ :database_indexed false,
+ :name "ZIP",
+ :fingerprint_version 5,
+ :has_field_values nil,
+ :settings nil,
+ :caveats nil,
+ :fk_target_field_id nil,
+ :updated_at #t "2024-04-11T12:41:26.848536Z",
+ :custom_position 0,
+ :effective_type "type/Text",
+ :active true,
+ :nfc_path nil,
+ :parent_id nil,
+ :id 54,
+ :last_analyzed #t "2024-04-11T12:41:25.429317Z",
+ :database_partitioned nil,
+ :database_is_auto_increment false,
+ :json_unfolding false,
+ :position 10,
+ :visibility_type "normal",
+ :preview_display true,
+ :display_name "Zip",
+ :database_position 10,
+ :database_required false,
+ :fingerprint
+ "{\"global\":{\"distinct-count\":2234,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":0.0,\"percent-state\":0.0,\"average-length\":5.0}}}",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/Text",
+ :points_of_interest nil}
+ {:description "The city of the account’s billing address",
+ :database_type "CHARACTER VARYING",
+ :semantic_type "type/City",
+ :table_id 3,
+ :coercion_strategy nil,
+ :database_indexed false,
+ :name "CITY",
+ :fingerprint_version 5,
+ :has_field_values nil,
+ :settings nil,
+ :caveats nil,
+ :fk_target_field_id nil,
+ :updated_at #t "2024-04-11T12:41:26.759886Z",
+ :custom_position 0,
+ :effective_type "type/Text",
+ :active true,
+ :nfc_path nil,
+ :parent_id nil,
+ :id 55,
+ :last_analyzed #t "2024-04-11T12:41:25.429317Z",
+ :database_partitioned nil,
+ :database_is_auto_increment false,
+ :json_unfolding false,
+ :position 5,
+ :visibility_type "normal",
+ :preview_display true,
+ :display_name "City",
+ :database_position 5,
+ :database_required false,
+ :fingerprint
+ "{\"global\":{\"distinct-count\":1966,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":0.0,\"percent-state\":0.002,\"average-length\":8.284}}}",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/Text",
+ :points_of_interest nil}
+ {:description "The date the user record was created. Also referred to as the user’s \"join date\"",
+ :database_type "TIMESTAMP",
+ :semantic_type "type/CreationTimestamp",
+ :table_id 3,
+ :coercion_strategy nil,
+ :database_indexed false,
+ :name "CREATED_AT",
+ :fingerprint_version 5,
+ :has_field_values nil,
+ :settings nil,
+ :caveats nil,
+ :fk_target_field_id nil,
+ :updated_at #t "2024-04-11T12:41:26.784647Z",
+ :custom_position 0,
+ :effective_type "type/DateTime",
+ :active true,
+ :nfc_path nil,
+ :parent_id nil,
+ :id 56,
+ :last_analyzed #t "2024-04-11T12:41:25.429317Z",
+ :database_partitioned nil,
+ :database_is_auto_increment false,
+ :json_unfolding false,
+ :position 12,
+ :visibility_type "normal",
+ :preview_display true,
+ :display_name "Created At",
+ :database_position 12,
+ :database_required false,
+ :fingerprint
+ "{\"global\":{\"distinct-count\":2500,\"nil%\":0.0},\"type\":{\"type/DateTime\":{\"earliest\":\"2022-04-19T21:35:18.752Z\",\"latest\":\"2025-04-19T14:06:27.3Z\"}}}",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :base_type "type/DateTime",
+ :points_of_interest nil}
+ {:description
+ "This is the latitude of the user on sign-up. It might be updated in the future to the last seen location.",
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+ :created_at #t "2024-04-11T12:41:25.429317Z",
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+ :created_at #t "2024-04-11T12:41:25.429317Z",
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Note that other governmental fees on some products are not included here, but instead are accounted for in the subtotal.\",\"semantic_type\":null,\"coercion_strategy\":null,\"name\":\"TAX\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",38,null],\"effective_type\":\"type/Float\",\"id\":38,\"visibility_type\":\"normal\",\"display_name\":\"Tax\",\"fingerprint\":{\"global\":{\"distinct-count\":797,\"nil%\":0},\"type\":{\"type/Number\":{\"min\":0,\"q1\":2.273340386603857,\"q3\":5.337275338216307,\"max\":11.12,\"sd\":2.3206651358900316,\"avg\":3.8722100000000004}}},\"base_type\":\"type/Float\"},{\"description\":\"The total billed amount.\",\"semantic_type\":null,\"coercion_strategy\":null,\"name\":\"TOTAL\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",42,null],\"effective_type\":\"type/Float\",\"id\":42,\"visibility_type\":\"normal\",\"display_name\":\"Total\",\"fingerprint\":{\"global\":{\"distinct-count\":4426,\"nil%\":0},\"type\":{\"type/Number\":{\"min\":8.93914247937167,\"q1\":51.34535490743823,\"q3\":110.29428389265787,\"max\":159.34900526552292,\"sd\":34.26469575709948,\"avg\":80.35871658771228}}},\"base_type\":\"type/Float\"},{\"description\":\"Discount amount.\",\"semantic_type\":\"type/Discount\",\"coercion_strategy\":null,\"name\":\"DISCOUNT\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",36,null],\"effective_type\":\"type/Float\",\"id\":36,\"visibility_type\":\"normal\",\"display_name\":\"Discount\",\"fingerprint\":{\"global\":{\"distinct-count\":701,\"nil%\":0.898},\"type\":{\"type/Number\":{\"min\":0.17088996672584322,\"q1\":2.9786226681458743,\"q3\":7.338187788658235,\"max\":61.69684269960571,\"sd\":3.053663125001991,\"avg\":5.161255547580326}}},\"base_type\":\"type/Float\"},{\"description\":\"The date and time an order was submitted.\",\"semantic_type\":\"type/CreationTimestamp\",\"coercion_strategy\":null,\"unit\":\"default\",\"name\":\"CREATED_AT\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",41,{\"temporal-unit\":\"default\"}],\"effective_type\":\"type/DateTime\",\"id\":41,\"visibility_type\":\"normal\",\"display_name\":\"Created At\",\"fingerprint\":{\"global\":{\"distinct-count\":10001,\"nil%\":0},\"type\":{\"type/DateTime\":{\"earliest\":\"2022-04-30T18:56:13.352Z\",\"latest\":\"2026-04-19T14:07:15.657Z\"}}},\"base_type\":\"type/DateTime\"},{\"description\":\"Number of products bought.\",\"semantic_type\":\"type/Quantity\",\"coercion_strategy\":null,\"name\":\"QUANTITY\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",39,null],\"effective_type\":\"type/Integer\",\"id\":39,\"visibility_type\":\"normal\",\"display_name\":\"Quantity\",\"fingerprint\":{\"global\":{\"distinct-count\":62,\"nil%\":0},\"type\":{\"type/Number\":{\"min\":0,\"q1\":1.755882607764982,\"q3\":4.882654507928044,\"max\":100,\"sd\":4.214258386403798,\"avg\":3.7015}}},\"base_type\":\"type/Integer\"},{\"display_name\":\"Age\",\"field_ref\":[\"field\",\"Age\",{\"base-type\":\"type/BigInteger\"}],\"name\":\"Age\",\"base_type\":\"type/BigInteger\",\"effective_type\":\"type/BigInteger\",\"fingerprint\":{\"global\":{\"distinct-count\":42,\"nil%\":0},\"type\":{\"type/Number\":{\"min\":24,\"q1\":33.36752836803635,\"q3\":55.20362176071121,\"max\":65,\"sd\":12.063315373018085,\"avg\":44.572}}},\"semantic_type\":null}]",
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+ :database_id 1,
+ :enable_embedding false,
+ :collection_id 1,
+ :query_type "query",
+ :name "Orders with People",
+ :type "model",
+ :creator_id 13371338,
+ :updated_at #t "2024-04-11T12:41:25.429317Z",
+ :made_public_by_id nil,
+ :embedding_params nil,
+ :cache_ttl nil,
+ :dataset_query
+ "{\"database\":1,\"type\":\"query\",\"query\":{\"expressions\":{\"Age\":[\"datetime-diff\",[\"field\",49,{\"base-type\":\"type/Date\",\"join-alias\":\"People - User\"}],[\"now\"],\"year\"]},\"joins\":[{\"alias\":\"People - User\",\"strategy\":\"left-join\",\"condition\":[\"=\",[\"field\",43,{\"base-type\":\"type/Integer\"}],[\"field\",46,{\"base-type\":\"type/BigInteger\",\"join-alias\":\"People - User\"}]],\"source-table\":3}],\"source-table\":5}}",
+ :id 2,
+ :parameter_mappings "[]",
+ :display "table",
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+ :collection_preview true,
+ :visualization_settings
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+ :metabase_version nil,
+ :parameters "[]",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :public_uuid nil}
+ {:cache_invalidated_at nil,
+ :description "Shows the revenue distributed by age group",
+ :archived false,
+ :collection_position nil,
+ :table_id 5,
+ :result_metadata
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+ :initially_published_at nil,
+ :database_id 1,
+ :enable_embedding false,
+ :collection_id 1,
+ :query_type "query",
+ :name "Revenue per age group",
+ :type "question",
+ :creator_id 13371338,
+ :updated_at #t "2024-04-11T12:41:25.429317Z",
+ :made_public_by_id nil,
+ :embedding_params nil,
+ :cache_ttl nil,
+ :dataset_query
+ "{\"database\":1,\"type\":\"query\",\"query\":{\"aggregation\":[[\"sum\",[\"field\",\"TOTAL\",{\"base-type\":\"type/Float\"}]]],\"breakout\":[[\"field\",\"Age\",{\"base-type\":\"type/BigInteger\",\"binning\":{\"strategy\":\"num-bins\",\"num-bins\":10}}]],\"source-table\":\"card__2\"}}",
+ :id 3,
+ :parameter_mappings "[]",
+ :display "bar",
+ :entity_id "rqxxsDv8zhSBXgJmVjyWa",
+ :collection_preview true,
+ :visualization_settings
+ "{\"column_settings\":null,\"graph.dimensions\":[\"Age\"],\"graph.metrics\":[\"sum\"],\"graph.series_order\":null,\"graph.series_order_dimension\":null,\"graph.show_values\":true,\"stackable.stack_type\":\"stacked\",\"table.cell_column\":\"SUBTOTAL\"}",
+ :metabase_version nil,
+ :parameters "[]",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :public_uuid nil}
+ {:cache_invalidated_at nil,
+ :description "Shows a distribution of our customers in age groups",
+ :archived false,
+ :collection_position nil,
+ :table_id 3,
+ :result_metadata
+ "[{\"display_name\":\"Age\",\"field_ref\":[\"field\",\"Age\",{\"base-type\":\"type/BigInteger\",\"binning\":{\"strategy\":\"num-bins\",\"num-bins\":10,\"min-value\":20,\"max-value\":65,\"bin-width\":5}}],\"name\":\"Age\",\"base_type\":\"type/Decimal\",\"effective_type\":\"type/Decimal\",\"fingerprint\":{\"global\":{\"distinct-count\":42,\"nil%\":0},\"type\":{\"type/Number\":{\"min\":24,\"q1\":33.340572873934306,\"q3\":55.17166516756599,\"max\":65,\"sd\":12.263883782175668,\"avg\":44.434}}},\"semantic_type\":null},{\"display_name\":\"Count\",\"semantic_type\":\"type/Quantity\",\"field_ref\":[\"aggregation\",0],\"name\":\"count\",\"base_type\":\"type/BigInteger\",\"effective_type\":\"type/BigInteger\",\"fingerprint\":{\"global\":{\"distinct-count\":9,\"nil%\":0},\"type\":{\"type/Number\":{\"min\":61,\"q1\":270,\"q3\":304,\"max\":334,\"sd\":99.91663191547909,\"avg\":250}}}}]",
+ :initially_published_at nil,
+ :database_id 1,
+ :enable_embedding false,
+ :collection_id 1,
+ :query_type "query",
+ :name "Buyers by age group",
+ :type "question",
+ :creator_id 13371338,
+ :updated_at #t "2024-04-11T12:41:25.429317Z",
+ :made_public_by_id nil,
+ :embedding_params nil,
+ :cache_ttl nil,
+ :dataset_query
+ "{\"database\":1,\"type\":\"query\",\"query\":{\"aggregation\":[[\"count\"]],\"breakout\":[[\"field\",\"Age\",{\"base-type\":\"type/BigInteger\",\"binning\":{\"strategy\":\"num-bins\",\"num-bins\":10}}]],\"source-table\":\"card__27\"}}",
+ :id 4,
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+ :display "bar",
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+ :collection_preview true,
+ :visualization_settings
+ "{\"graph.dimensions\":[\"Age\"],\"series_settings\":{\"count\":{\"color\":\"#A989C5\"}},\"graph.series_order_dimension\":null,\"graph.series_order\":null,\"graph.metrics\":[\"count\"],\"graph.y_axis.title_text\":\"Buyers\"}",
+ :metabase_version nil,
+ :parameters "[]",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :public_uuid nil}
+ {:cache_invalidated_at nil,
+ :description "Compares the total number of orders placed for this product this month with the previous period",
+ :archived false,
+ :collection_position nil,
+ :table_id 5,
+ :result_metadata
+ "[{\"description\":\"The date and time an order was submitted.\",\"semantic_type\":\"type/CreationTimestamp\",\"coercion_strategy\":null,\"unit\":\"month\",\"name\":\"CREATED_AT\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",41,{\"base-type\":\"type/DateTime\",\"temporal-unit\":\"month\"}],\"effective_type\":\"type/DateTime\",\"id\":41,\"visibility_type\":\"normal\",\"display_name\":\"Created At\",\"fingerprint\":{\"global\":{\"distinct-count\":10001,\"nil%\":0.0},\"type\":{\"type/DateTime\":{\"earliest\":\"2022-04-30T18:56:13.352Z\",\"latest\":\"2026-04-19T14:07:15.657Z\"}}},\"base_type\":\"type/DateTime\"},{\"display_name\":\"Sum of Quantity\",\"semantic_type\":\"type/Quantity\",\"settings\":null,\"field_ref\":[\"aggregation\",0],\"name\":\"sum\",\"base_type\":\"type/BigInteger\",\"effective_type\":\"type/BigInteger\",\"fingerprint\":{\"global\":{\"distinct-count\":7,\"nil%\":0.0},\"type\":{\"type/Number\":{\"min\":1.0,\"q1\":2.5,\"q3\":9.414213562373096,\"max\":10.0,\"sd\":3.693623849670827,\"avg\":5.75}}}}]",
+ :initially_published_at nil,
+ :database_id 1,
+ :enable_embedding false,
+ :collection_id 1,
+ :query_type "query",
+ :name "Heavy-Duty Silk Chair trend",
+ :type "question",
+ :creator_id 13371338,
+ :updated_at #t "2024-04-11T12:44:57.888114Z",
+ :made_public_by_id nil,
+ :embedding_params nil,
+ :cache_ttl nil,
+ :dataset_query
+ "{\"database\":1,\"type\":\"query\",\"query\":{\"aggregation\":[[\"sum\",[\"field\",39,{\"base-type\":\"type/Integer\"}]]],\"breakout\":[[\"field\",41,{\"base-type\":\"type/DateTime\",\"temporal-unit\":\"month\"}]],\"source-table\":5,\"filter\":[\"and\",[\"between\",[\"field\",41,{\"base-type\":\"type/DateTime\"}],\"2021-01-01\",\"2024-01-23\"],[\"=\",[\"field\",62,{\"base-type\":\"type/BigInteger\",\"source-field\":40}],86]]}}",
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+ :parameters "[]",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :public_uuid nil}
+ {:cache_invalidated_at nil,
+ :description "Breaks down the overall performance of each of the product categories",
+ :archived false,
+ :collection_position nil,
+ :table_id 5,
+ :result_metadata
+ "[{\"description\":\"The type of product, valid values include: Doohicky, Gadget, Gizmo and Widget\",\"semantic_type\":\"type/Category\",\"coercion_strategy\":null,\"name\":\"CATEGORY\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",58,{\"base-type\":\"type/Text\",\"source-field\":40}],\"effective_type\":\"type/Text\",\"id\":58,\"visibility_type\":\"normal\",\"display_name\":\"Product → Category\",\"fingerprint\":{\"global\":{\"distinct-count\":4,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":0.0,\"percent-state\":0.0,\"average-length\":6.375}}},\"base_type\":\"type/Text\"},{\"display_name\":\"Count\",\"semantic_type\":\"type/Quantity\",\"field_ref\":[\"aggregation\",0],\"name\":\"count\",\"base_type\":\"type/BigInteger\",\"effective_type\":\"type/BigInteger\",\"fingerprint\":{\"global\":{\"distinct-count\":4,\"nil%\":0.0},\"type\":{\"type/Number\":{\"min\":3976.0,\"q1\":4380.0,\"q3\":5000.0,\"max\":5061.0,\"sd\":489.3103990992493,\"avg\":4690.0}}}}]",
+ :initially_published_at nil,
+ :database_id 1,
+ :enable_embedding false,
+ :collection_id 1,
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+ :name "Total orders by category",
+ :type "question",
+ :creator_id 13371338,
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+ :made_public_by_id nil,
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+ "{\"column_settings\":null,\"pie.colors\":{\"Doohickey\":\"#7172AD\",\"Gadget\":\"#A989C5\",\"Gizmo\":\"#C7EAEA\",\"Widget\":\"#227FD2\"}}",
+ :metabase_version nil,
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+ :result_metadata
+ "[{\"description\":\"The date and time an order was submitted.\",\"semantic_type\":\"type/CreationTimestamp\",\"coercion_strategy\":null,\"unit\":\"month\",\"name\":\"CREATED_AT\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",41,{\"base-type\":\"type/DateTime\",\"temporal-unit\":\"month\"}],\"effective_type\":\"type/DateTime\",\"id\":41,\"visibility_type\":\"normal\",\"display_name\":\"Created At\",\"fingerprint\":{\"global\":{\"distinct-count\":10001,\"nil%\":0.0},\"type\":{\"type/DateTime\":{\"earliest\":\"2022-04-30T18:56:13.352Z\",\"latest\":\"2026-04-19T14:07:15.657Z\"}}},\"base_type\":\"type/DateTime\"},{\"description\":\"The type of product, valid values include: Doohicky, Gadget, Gizmo and Widget\",\"semantic_type\":\"type/Category\",\"coercion_strategy\":null,\"name\":\"CATEGORY\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",58,{\"base-type\":\"type/Text\",\"source-field\":40}],\"effective_type\":\"type/Text\",\"id\":58,\"visibility_type\":\"normal\",\"display_name\":\"Product → Category\",\"fingerprint\":{\"global\":{\"distinct-count\":4,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":0.0,\"percent-state\":0.0,\"average-length\":6.375}}},\"base_type\":\"type/Text\"},{\"display_name\":\"Sum of Subtotal\",\"semantic_type\":null,\"settings\":null,\"field_ref\":[\"aggregation\",0],\"name\":\"sum\",\"base_type\":\"type/Float\",\"effective_type\":\"type/Float\",\"fingerprint\":{\"global\":{\"distinct-count\":93,\"nil%\":0.0},\"type\":{\"type/Number\":{\"min\":49.535942579421324,\"q1\":1576.1156909160813,\"q3\":5008.064005433067,\"max\":9916.756091906076,\"sd\":2607.627182107555,\"avg\":3702.8891825614783}}}}]",
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+ :archived false,
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+ :initially_published_at nil,
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+ :embedding_params nil,
+ :cache_ttl nil,
+ :dataset_query
+ "{\"database\":1,\"type\":\"query\",\"query\":{\"aggregation\":[[\"distinct\",[\"field\",47,{\"base-type\":\"type/Text\"}]]],\"breakout\":[[\"field\",56,{\"base-type\":\"type/DateTime\",\"temporal-unit\":\"month\"}]],\"source-table\":3,\"filter\":[\"time-interval\",[\"field\",56,{\"base-type\":\"type/DateTime\"}],-2,\"month\"]}}",
+ :id 24,
+ :parameter_mappings "[]",
+ :display "smartscalar",
+ :entity_id "fPYpb3KcV2TJZLRw-L841",
+ :collection_preview true,
+ :visualization_settings "{\"column_settings\":null}",
+ :metabase_version nil,
+ :parameters "[]",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :public_uuid nil}
+ {:cache_invalidated_at nil,
+ :description "Shows a distribution of revenue per individual age values",
+ :archived false,
+ :collection_position nil,
+ :table_id 5,
+ :result_metadata
+ "[{\"display_name\":\"Age\",\"field_ref\":[\"expression\",\"Age\"],\"name\":\"Age\",\"base_type\":\"type/BigInteger\",\"effective_type\":\"type/BigInteger\",\"semantic_type\":null,\"fingerprint\":{\"global\":{\"distinct-count\":42,\"nil%\":0.0},\"type\":{\"type/Number\":{\"min\":24.0,\"q1\":34.0,\"q3\":55.0,\"max\":65.0,\"sd\":12.267844146385297,\"avg\":44.5}}}},{\"display_name\":\"Sum of Total\",\"semantic_type\":null,\"settings\":null,\"field_ref\":[\"aggregation\",0],\"name\":\"sum\",\"base_type\":\"type/Float\",\"effective_type\":\"type/Float\",\"fingerprint\":{\"global\":{\"distinct-count\":42,\"nil%\":0.0},\"type\":{\"type/Number\":{\"min\":20757.409343661588,\"q1\":30047.177849902546,\"q3\":39680.66141538831,\"max\":54566.17386646669,\"sd\":6919.511321782037,\"avg\":35967.18292977694}}}}]",
+ :initially_published_at nil,
+ :database_id 1,
+ :enable_embedding false,
+ :collection_id 1,
+ :query_type "query",
+ :name "Revenue per individual age",
+ :type "question",
+ :creator_id 13371338,
+ :updated_at #t "2024-04-11T12:44:55.438307Z",
+ :made_public_by_id nil,
+ :embedding_params nil,
+ :cache_ttl nil,
+ :dataset_query
+ "{\"database\":1,\"type\":\"query\",\"query\":{\"aggregation\":[[\"sum\",[\"field\",42,{\"base-type\":\"type/Float\"}]]],\"breakout\":[[\"expression\",\"Age\",{\"base-type\":\"type/Integer\"}]],\"expressions\":{\"Age\":[\"datetime-diff\",[\"field\",49,{\"base-type\":\"type/Date\",\"join-alias\":\"People - User\"}],[\"now\"],\"year\"]},\"joins\":[{\"alias\":\"People - User\",\"strategy\":\"left-join\",\"condition\":[\"=\",[\"field\",43,{\"base-type\":\"type/Integer\"}],[\"field\",46,{\"base-type\":\"type/BigInteger\",\"join-alias\":\"People - User\"}]],\"source-table\":3}],\"source-table\":5}}",
+ :id 25,
+ :parameter_mappings "[]",
+ :display "bar",
+ :entity_id "KMq74J_Gh78vIimczx0LH",
+ :collection_preview true,
+ :visualization_settings
+ "{\"column_settings\":null,\"graph.dimensions\":[\"Age\"],\"graph.metrics\":[\"sum\"],\"graph.series_order\":null,\"graph.series_order_dimension\":null,\"graph.show_values\":true,\"stackable.stack_type\":\"stacked\"}",
+ :metabase_version nil,
+ :parameters "[]",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :public_uuid nil}
+ {:cache_invalidated_at nil,
+ :description nil,
+ :archived false,
+ :collection_position nil,
+ :table_id 5,
+ :result_metadata
+ "[{\"description\":\"The numerical product number. Only used internally. All external communication should use the title or EAN.\",\"semantic_type\":\"type/PK\",\"coercion_strategy\":null,\"name\":\"ID\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",62,{\"base-type\":\"type/BigInteger\",\"source-field\":40}],\"effective_type\":\"type/BigInteger\",\"id\":62,\"visibility_type\":\"normal\",\"display_name\":\"Product → ID\",\"fingerprint\":null,\"base_type\":\"type/BigInteger\"},{\"display_name\":\"Count\",\"semantic_type\":\"type/Quantity\",\"field_ref\":[\"field\",\"count\",{\"base-type\":\"type/Integer\"}],\"name\":\"count\",\"base_type\":\"type/BigInteger\",\"effective_type\":\"type/BigInteger\",\"fingerprint\":{\"global\":{\"distinct-count\":8,\"nil%\":0.0},\"type\":{\"type/Number\":{\"min\":109.0,\"q1\":109.36150801752578,\"q3\":117.41886116991581,\"max\":120.0,\"sd\":4.254710813035841,\"avg\":113.53846153846153}}}}]",
+ :initially_published_at nil,
+ :database_id 1,
+ :enable_embedding false,
+ :collection_id 1,
+ :query_type "query",
+ :name "Top selling products",
+ :type "question",
+ :creator_id 13371338,
+ :updated_at #t "2024-04-11T12:41:25.429317Z",
+ :made_public_by_id nil,
+ :embedding_params nil,
+ :cache_ttl nil,
+ :dataset_query
+ "{\"database\":1,\"query\":{\"filter\":[\">\",[\"field\",\"count\",{\"base-type\":\"type/Integer\"}],108],\"source-query\":{\"aggregation\":[[\"count\"]],\"breakout\":[[\"field\",62,{\"base-type\":\"type/BigInteger\",\"source-field\":40}]],\"order-by\":[[\"desc\",[\"aggregation\",0]]],\"source-table\":5}},\"type\":\"query\"}",
+ :id 26,
+ :parameter_mappings "[]",
+ :display "row",
+ :entity_id "rzTlzB2AMBeR-Q13EpXrw",
+ :collection_preview true,
+ :visualization_settings
+ "{\"column_settings\":null,\"graph.dimensions\":[\"ID\"],\"graph.metrics\":[\"count\"],\"series_settings\":{\"count\":{\"color\":\"#999AC4\"}},\"table.pivot\":false}",
+ :metabase_version nil,
+ :parameters "[]",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :public_uuid nil}
+ {:cache_invalidated_at nil,
+ :description nil,
+ :archived false,
+ :collection_position nil,
+ :table_id 3,
+ :result_metadata
+ "[{\"description\":\"A unique identifier given to each user.\",\"semantic_type\":\"type/PK\",\"coercion_strategy\":null,\"name\":\"ID\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",46,null],\"effective_type\":\"type/BigInteger\",\"id\":46,\"visibility_type\":\"normal\",\"display_name\":\"ID\",\"fingerprint\":null,\"base_type\":\"type/BigInteger\"},{\"description\":\"The street address of the account’s billing address\",\"semantic_type\":null,\"coercion_strategy\":null,\"name\":\"ADDRESS\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",52,null],\"effective_type\":\"type/Text\",\"id\":52,\"visibility_type\":\"normal\",\"display_name\":\"Address\",\"fingerprint\":{\"global\":{\"distinct-count\":2490,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":0.0,\"percent-state\":0.0,\"average-length\":20.85}}},\"base_type\":\"type/Text\"},{\"description\":\"The contact email for the account.\",\"semantic_type\":\"type/Email\",\"coercion_strategy\":null,\"name\":\"EMAIL\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",51,null],\"effective_type\":\"type/Text\",\"id\":51,\"visibility_type\":\"normal\",\"display_name\":\"Email\",\"fingerprint\":{\"global\":{\"distinct-count\":2500,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":1.0,\"percent-state\":0.0,\"average-length\":24.1824}}},\"base_type\":\"type/Text\"},{\"description\":\"This is the salted password of the user. It should not be visible\",\"semantic_type\":null,\"coercion_strategy\":null,\"name\":\"PASSWORD\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",53,null],\"effective_type\":\"type/Text\",\"id\":53,\"visibility_type\":\"normal\",\"display_name\":\"Password\",\"fingerprint\":{\"global\":{\"distinct-count\":2500,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":0.0,\"percent-state\":0.0,\"average-length\":36.0}}},\"base_type\":\"type/Text\"},{\"description\":\"The name of the user who owns an account\",\"semantic_type\":\"type/Name\",\"coercion_strategy\":null,\"name\":\"NAME\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",47,null],\"effective_type\":\"type/Text\",\"id\":47,\"visibility_type\":\"normal\",\"display_name\":\"Name\",\"fingerprint\":{\"global\":{\"distinct-count\":2499,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":0.0,\"percent-state\":0.0,\"average-length\":13.532}}},\"base_type\":\"type/Text\"},{\"description\":\"The city of the account’s billing address\",\"semantic_type\":\"type/City\",\"coercion_strategy\":null,\"name\":\"CITY\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",55,null],\"effective_type\":\"type/Text\",\"id\":55,\"visibility_type\":\"normal\",\"display_name\":\"City\",\"fingerprint\":{\"global\":{\"distinct-count\":1966,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":0.0,\"percent-state\":0.002,\"average-length\":8.284}}},\"base_type\":\"type/Text\"},{\"description\":\"This is the longitude of the user on sign-up. It might be updated in the future to the last seen location.\",\"semantic_type\":\"type/Longitude\",\"coercion_strategy\":null,\"name\":\"LONGITUDE\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",50,null],\"effective_type\":\"type/Float\",\"id\":50,\"visibility_type\":\"normal\",\"display_name\":\"Longitude\",\"fingerprint\":{\"global\":{\"distinct-count\":2491,\"nil%\":0.0},\"type\":{\"type/Number\":{\"min\":-166.5425726,\"q1\":-101.58350792373135,\"q3\":-84.65289348288829,\"max\":-67.96735199999999,\"sd\":15.399698968175663,\"avg\":-95.18741780363999}}},\"base_type\":\"type/Float\"},{\"description\":\"The state or province of the account’s billing address\",\"semantic_type\":\"type/State\",\"coercion_strategy\":null,\"name\":\"STATE\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",48,null],\"effective_type\":\"type/Text\",\"id\":48,\"visibility_type\":\"normal\",\"display_name\":\"State\",\"fingerprint\":{\"global\":{\"distinct-count\":49,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":0.0,\"percent-state\":1.0,\"average-length\":2.0}}},\"base_type\":\"type/Text\"},{\"description\":\"The channel through which we acquired this user. Valid values include: Affiliate, Facebook, Google, Organic and Twitter\",\"semantic_type\":\"type/Source\",\"coercion_strategy\":null,\"name\":\"SOURCE\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",45,null],\"effective_type\":\"type/Text\",\"id\":45,\"visibility_type\":\"normal\",\"display_name\":\"Source\",\"fingerprint\":{\"global\":{\"distinct-count\":5,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":0.0,\"percent-state\":0.0,\"average-length\":7.4084}}},\"base_type\":\"type/Text\"},{\"description\":\"The date of birth of the user\",\"semantic_type\":null,\"coercion_strategy\":null,\"unit\":\"default\",\"name\":\"BIRTH_DATE\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",49,{\"temporal-unit\":\"default\"}],\"effective_type\":\"type/Date\",\"id\":49,\"visibility_type\":\"normal\",\"display_name\":\"Birth Date\",\"fingerprint\":{\"global\":{\"distinct-count\":2308,\"nil%\":0.0},\"type\":{\"type/DateTime\":{\"earliest\":\"1958-04-26\",\"latest\":\"2000-04-03\"}}},\"base_type\":\"type/Date\"},{\"description\":\"The postal code of the account’s billing address\",\"semantic_type\":\"type/ZipCode\",\"coercion_strategy\":null,\"name\":\"ZIP\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",54,null],\"effective_type\":\"type/Text\",\"id\":54,\"visibility_type\":\"normal\",\"display_name\":\"Zip\",\"fingerprint\":{\"global\":{\"distinct-count\":2234,\"nil%\":0.0},\"type\":{\"type/Text\":{\"percent-json\":0.0,\"percent-url\":0.0,\"percent-email\":0.0,\"percent-state\":0.0,\"average-length\":5.0}}},\"base_type\":\"type/Text\"},{\"description\":\"This is the latitude of the user on sign-up. It might be updated in the future to the last seen location.\",\"semantic_type\":\"type/Latitude\",\"coercion_strategy\":null,\"name\":\"LATITUDE\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",57,null],\"effective_type\":\"type/Float\",\"id\":57,\"visibility_type\":\"normal\",\"display_name\":\"Latitude\",\"fingerprint\":{\"global\":{\"distinct-count\":2491,\"nil%\":0.0},\"type\":{\"type/Number\":{\"min\":25.775827,\"q1\":35.302705923023126,\"q3\":43.773802584662,\"max\":70.6355001,\"sd\":6.390832341883712,\"avg\":39.87934670484002}}},\"base_type\":\"type/Float\"},{\"description\":\"The date the user record was created. Also referred to as the user’s \\\"join date\\\"\",\"semantic_type\":\"type/CreationTimestamp\",\"coercion_strategy\":null,\"unit\":\"default\",\"name\":\"CREATED_AT\",\"settings\":null,\"fk_target_field_id\":null,\"field_ref\":[\"field\",56,{\"temporal-unit\":\"default\"}],\"effective_type\":\"type/DateTime\",\"id\":56,\"visibility_type\":\"normal\",\"display_name\":\"Created At\",\"fingerprint\":{\"global\":{\"distinct-count\":2500,\"nil%\":0.0},\"type\":{\"type/DateTime\":{\"earliest\":\"2022-04-19T21:35:18.752Z\",\"latest\":\"2025-04-19T14:06:27.3Z\"}}},\"base_type\":\"type/DateTime\"},{\"display_name\":\"Age\",\"field_ref\":[\"expression\",\"Age\"],\"name\":\"Age\",\"base_type\":\"type/BigInteger\",\"effective_type\":\"type/BigInteger\",\"semantic_type\":null,\"fingerprint\":{\"global\":{\"distinct-count\":42,\"nil%\":0.0},\"type\":{\"type/Number\":{\"min\":24.0,\"q1\":33.340572873934306,\"q3\":55.17166516756599,\"max\":65.0,\"sd\":12.263883782175668,\"avg\":44.434}}}}]",
+ :initially_published_at nil,
+ :database_id 1,
+ :enable_embedding false,
+ :collection_id 1,
+ :query_type "query",
+ :name "People with age",
+ :type "question",
+ :creator_id 13371338,
+ :updated_at #t "2024-04-11T12:41:25.429317Z",
+ :made_public_by_id nil,
+ :embedding_params nil,
+ :cache_ttl nil,
+ :dataset_query
+ "{\"database\":1,\"type\":\"query\",\"query\":{\"source-table\":3,\"expressions\":{\"Age\":[\"datetime-diff\",[\"field\",49,{\"base-type\":\"type/Date\"}],[\"now\"],\"year\"]}}}",
+ :id 27,
+ :parameter_mappings "[]",
+ :display "table",
+ :entity_id "lY4hbjNofxepxQGRhJa0s",
+ :collection_preview true,
+ :visualization_settings
+ "{\"graph.dimensions\":[\"age\"],\"graph.metrics\":[\"count\"],\"table.pivot_column\":\"SOURCE\",\"table.cell_column\":\"LONGITUDE\"}",
+ :metabase_version nil,
+ :parameters "[]",
+ :created_at #t "2024-04-11T12:41:25.429317Z",
+ :public_uuid nil}),
+ :dashboardcard_series (),
+ :collection
+ ({:authority_level nil,
+ :description nil,
+ :archived false,
+ :slug "examples",
+ :name "Examples",
+ :personal_owner_id nil,
+ :type nil,
+ :id 1,
+ :entity_id "53YGAg4EE6MC76nxx-f5f",
+ :location "/",
+ :namespace nil,
+ :created_at #t "2024-04-11T12:41:25.429317Z"}),
+ :parameter_card ()}
diff --git a/src/metabase/api/database.clj b/src/metabase/api/database.clj
index 024183fc017..60107019141 100644
--- a/src/metabase/api/database.clj
+++ b/src/metabase/api/database.clj
@@ -849,7 +849,7 @@
"Add the sample database as a new `Database`."
[]
(api/check-superuser)
- (sample-data/add-sample-database!)
+ (sample-data/extract-and-sync-sample-database!)
(t2/select-one Database :is_sample true))
diff --git a/src/metabase/cmd/copy.clj b/src/metabase/cmd/copy.clj
index 9ffbfe76c69..0adf2cf7ed2 100644
--- a/src/metabase/cmd/copy.clj
+++ b/src/metabase/cmd/copy.clj
@@ -195,8 +195,9 @@
0
results))))
-(defn- assert-db-empty
- "Make sure [target] application DB is empty before we start copying data."
+(defn- assert-has-no-users
+ "Make sure [target] application DB has no users set up before we start copying data. This is a safety check to make
+ sure we're not accidentally copying data into an existing application DB."
[data-source]
;; check that there are no Users yet
(let [[{:keys [cnt]}] (jdbc/query {:datasource data-source} ["SELECT count(*) AS cnt FROM core_user where not id = ?;"
@@ -382,15 +383,15 @@
(classloader/require ns-symb))
;; make sure the source database is up-do-date
(step (trs "Set up {0} source database and run migrations..." (name source-db-type))
- (mdb.setup/setup-db! source-db-type source-data-source true))
+ (mdb.setup/setup-db! source-db-type source-data-source true false))
;; make sure the dest DB is up-to-date
;;
;; don't need or want to run data migrations in the target DB, since the data is already migrated appropriately
(step (trs "Set up {0} target database and run migrations..." (name target-db-type))
- (mdb.setup/setup-db! target-db-type target-data-source true))
+ (mdb.setup/setup-db! target-db-type target-data-source true false))
;; make sure target DB is empty
(step (trs "Testing if target {0} database is already populated..." (name target-db-type))
- (assert-db-empty target-data-source))
+ (assert-has-no-users target-data-source))
;; clear any rows created by the Liquibase migrations.
(step (trs "Clearing default entries created by Liquibase migrations...")
(clear-existing-rows! target-db-type target-data-source))
diff --git a/src/metabase/cmd/reset_password.clj b/src/metabase/cmd/reset_password.clj
index a30fa5287ba..e1ba2cfc42a 100644
--- a/src/metabase/cmd/reset_password.clj
+++ b/src/metabase/cmd/reset_password.clj
@@ -19,7 +19,7 @@
(defn reset-password!
"Reset the password for EMAIL-ADDRESS, and return the reset token in a format that can be understood by the Mac App."
[email-address]
- (mdb/setup-db!)
+ (mdb/setup-db! :create-sample-content? false)
(println (str (deferred-trs "Resetting password for {0}..." email-address)
"\n"))
(try
diff --git a/src/metabase/cmd/rotate_encryption_key.clj b/src/metabase/cmd/rotate_encryption_key.clj
index c8c1b489a6c..ccd068b3649 100644
--- a/src/metabase/cmd/rotate_encryption_key.clj
+++ b/src/metabase/cmd/rotate_encryption_key.clj
@@ -14,7 +14,7 @@
[to-key]
(when-not (mdb/db-is-set-up?)
(log/warnf "Database not found. Metabase will create a new database at %s and proceeed encrypting." "2")
- (mdb/setup-db!))
+ (mdb/setup-db! :create-sample-content? true))
(log/infof "Connected to: %s | %s" (mdb/db-type) (mdb/db-file))
(let [make-encrypt-fn (fn [maybe-encrypt-fn]
(if to-key
diff --git a/src/metabase/config.clj b/src/metabase/config.clj
index 75be834396a..6325bc6d58b 100644
--- a/src/metabase/config.clj
+++ b/src/metabase/config.clj
@@ -157,3 +157,9 @@
(def ^:dynamic *disable-setting-cache*
"Whether to disable database cache. Here for loading circularity reasons."
false)
+
+(defn load-sample-content?
+ "Load sample content on fresh installs?
+ Using this effectively means `MB_LOAD_SAMPLE_CONTENT` defaults to true."
+ []
+ (not (false? (config-bool :mb-load-sample-content))))
diff --git a/src/metabase/core.clj b/src/metabase/core.clj
index 9fb524da14b..03f0c9422e1 100644
--- a/src/metabase/core.clj
+++ b/src/metabase/core.clj
@@ -106,7 +106,11 @@
(settings/validate-settings-formatting!)
;; startup database. validates connection & runs any necessary migrations
(log/info "Setting up and migrating Metabase DB. Please sit tight, this may take a minute...")
- (mdb/setup-db!)
+ ;; Cal 2024-04-03:
+ ;; we have to skip creating sample content if we're running tests, because it causes some tests to timeout
+ ;; and the test suite can take 2x longer. this is really unfortunate because it could lead to some false
+ ;; negatives, but for now there's not much we can do
+ (mdb/setup-db! :create-sample-content? (not config/is-test?))
(init-status/set-progress! 0.5)
;; Set up Prometheus
(when (prometheus/prometheus-server-port)
@@ -130,11 +134,12 @@
(events/publish-event! :event/install {}))
(init-status/set-progress! 0.8)
;; deal with our sample database as needed
- (if new-install?
- ;; add the sample database DB for fresh installs
- (sample-data/add-sample-database!)
- ;; otherwise update if appropriate
- (sample-data/update-sample-database-if-needed!))
+ (when (config/load-sample-content?)
+ (if new-install?
+ ;; add the sample database DB for fresh installs
+ (sample-data/extract-and-sync-sample-database!)
+ ;; otherwise update if appropriate
+ (sample-data/update-sample-database-if-needed!)))
(init-status/set-progress! 0.9))
(ensure-audit-db-installed!)
diff --git a/src/metabase/db.clj b/src/metabase/db.clj
index ee5f3644769..49d3eb76f26 100644
--- a/src/metabase/db.clj
+++ b/src/metabase/db.clj
@@ -53,8 +53,12 @@
(defn setup-db!
"Do general preparation of database by validating that we can connect. Caller can specify if we should run any pending
- database migrations. If DB is already set up, this function will no-op. Thread-safe."
- []
+ database migrations. If DB is already set up, this function will no-op. Thread-safe.
+ Callers must explicitly decide whether or not to create sample content during migrations with the
+ `create-sample-content?` keyword argument. This should usually be `true` but is `false` for load-from-h2,
+ serialization imports, and in some tests because the sample content makes tests slow enough to cause timeouts."
+ [& {:keys [create-sample-content?]}]
+ {:pre [(some? create-sample-content?)]}
(when-not (db-is-set-up?)
;; It doesn't really matter too much what we lock on, as long as the lock is per-application-DB e.g. so we can run
;; setup for DIFFERENT application DBs at the same time, but CAN NOT run it for the SAME application DB. We can just
@@ -65,7 +69,7 @@
(let [db-type (db-type)
data-source (data-source)
auto-migrate? (config/config-bool :mb-db-automigrate)]
- (mdb.setup/setup-db! db-type data-source auto-migrate?))
+ (mdb.setup/setup-db! db-type data-source auto-migrate? create-sample-content?))
(reset! (:status mdb.connection/*application-db*) ::setup-finished))))
:done)
diff --git a/src/metabase/db/custom_migrations.clj b/src/metabase/db/custom_migrations.clj
index 0723034c324..94778e040de 100644
--- a/src/metabase/db/custom_migrations.clj
+++ b/src/metabase/db/custom_migrations.clj
@@ -10,7 +10,9 @@
(:require
[cheshire.core :as json]
[clojure.core.match :refer [match]]
+ [clojure.edn :as edn]
[clojure.java.io :as io]
+ [clojure.pprint :as pprint]
[clojure.set :as set]
[clojure.string :as str]
[clojure.walk :as walk]
@@ -22,6 +24,7 @@
[metabase.db.connection :as mdb.connection]
[metabase.models.interface :as mi]
[metabase.plugins.classloader :as classloader]
+ [metabase.util.date-2 :as u.date]
[metabase.util.honey-sql-2 :as h2x]
[metabase.util.log :as log]
[toucan2.core :as t2]
@@ -96,12 +99,11 @@
(when s
(.toUpperCase (str s) Locale/US)))
-
;; metabase.util/lower-case-en
(defn- lower-case-en
^String [s]
(when s
- (.toLowerCase (str s) Locale/US)))
+ (.toLowerCase (str s) Locale/US)))
;;; +----------------------------------------------------------------------------------------------------------------+
;;; | MIGRATIONS |
@@ -288,9 +290,9 @@
(t2/reducible-query {:select [:id :result_metadata]
:from [:report_card]
:where [:or
- [:like :result_metadata "%field-id%"]
- [:like :result_metadata "%field-literal%"]
- [:like :result_metadata "%fk->%"]]})))))
+ [:like :result_metadata "%field-id%"]
+ [:like :result_metadata "%field-literal%"]
+ [:like :result_metadata "%fk->%"]]})))))
(defn- remove-opts
"Removes options from the `field_ref` options map. If the resulting map is empty, it's replaced it with nil."
@@ -421,7 +423,7 @@
;; need to wrap it a try catch in case anything weird could go wrong, for example
;; sizes are string
(try
- (merge
+ (merge
(dissoc card :sizeX :sizeY) ;; remove those legacy keys if exists
{:size_x (- (+ size_x
(quot (+ col size_x 1) 3))
@@ -429,8 +431,8 @@
:col (+ col (quot (+ col 1) 3))
:size_y size_y
:row row})
- (catch Throwable _
- card))))
+ (catch Throwable _
+ card))))
(defn- migrate-dashboard-grid-from-24-to-18
"Mirror of the rollback algorithm we have in sql."
@@ -439,7 +441,7 @@
;; new_size_x = size_x - ((size_x + col + 1) // 4 - (col + 1) // 4)
;; new_col = col - (col + 1) // 4
(try
- (merge
+ (merge
card
{:size_x (if (= size_x 1)
1
@@ -450,8 +452,8 @@
:col (- col (quot (+ col 1) 4))
:size_y size_y
:row row})
- (catch Throwable _
- card))))
+ (catch Throwable _
+ card))))
(define-reversible-migration RevisionDashboardMigrateGridFrom18To24
(let [migrate! (fn [revision]
@@ -467,8 +469,8 @@
(let [object (json/parse-string (:object revision) keyword)]
(when (seq (:cards object))
(t2/query {:update :revision
- :set {:object (json/generate-string (update object :cards #(map migrate-dashboard-grid-from-24-to-18 %)))}
- :where [:= :id (:id revision)]}))))]
+ :set {:object (json/generate-string (update object :cards #(map migrate-dashboard-grid-from-24-to-18 %)))}
+ :where [:= :id (:id revision)]}))))]
(run! roll-back! (t2/reducible-query {:select [:*]
:from [:revision]
:where [:= :model "Dashboard"]}))))
@@ -762,64 +764,64 @@
(let [remove-nil-keys (fn [m]
(into {} (remove #(nil? (val %)) m)))
existing-fixed (fn [settings]
- (-> settings
- (m/update-existing "column_settings"
- (fn [column_settings]
- (m/map-vals
- #(select-keys % ["click_behavior"])
- column_settings)))
+ (-> settings
+ (m/update-existing "column_settings"
+ (fn [column_settings]
+ (m/map-vals
+ #(select-keys % ["click_behavior"])
+ column_settings)))
;; select click behavior top level and in column settings
- (select-keys ["column_settings" "click_behavior"])
- (remove-nil-keys)))
+ (select-keys ["column_settings" "click_behavior"])
+ (remove-nil-keys)))
fix-top-level (fn [toplevel]
- (if (= (get toplevel "click") "link")
- (assoc toplevel
+ (if (= (get toplevel "click") "link")
+ (assoc toplevel
;; add new shape top level
- "click_behavior"
- {"type" (get toplevel "click")
- "linkType" "url"
- "linkTemplate" (get toplevel "click_link_template")})
- toplevel))
+ "click_behavior"
+ {"type" (get toplevel "click")
+ "linkType" "url"
+ "linkTemplate" (get toplevel "click_link_template")})
+ toplevel))
fix-cols (fn [column-settings]
- (reduce-kv
- (fn [m col field-settings]
- (assoc m col
+ (reduce-kv
+ (fn [m col field-settings]
+ (assoc m col
;; add the click stuff under the new click_behavior entry or keep the
;; field settings as is
- (if (and (= (get field-settings "view_as") "link")
- (contains? field-settings "link_template"))
+ (if (and (= (get field-settings "view_as") "link")
+ (contains? field-settings "link_template"))
;; remove old shape and add new shape under click_behavior
- (assoc field-settings
- "click_behavior"
- {"type" (get field-settings "view_as")
- "linkType" "url"
- "linkTemplate" (get field-settings "link_template")
- "linkTextTemplate" (get field-settings "link_text")})
- field-settings)))
- {}
- column-settings))
+ (assoc field-settings
+ "click_behavior"
+ {"type" (get field-settings "view_as")
+ "linkType" "url"
+ "linkTemplate" (get field-settings "link_template")
+ "linkTextTemplate" (get field-settings "link_text")})
+ field-settings)))
+ {}
+ column-settings))
fixed-card (-> (if (contains? dashcard "click")
- (dissoc card "click_behavior") ;; throw away click behavior if dashcard has click
+ (dissoc card "click_behavior") ;; throw away click behavior if dashcard has click
;; behavior added
- (fix-top-level card))
- (update "column_settings" fix-cols) ;; fix columns and then select only the new shape from
+ (fix-top-level card))
+ (update "column_settings" fix-cols) ;; fix columns and then select only the new shape from
;; the settings tree
- existing-fixed)
+ existing-fixed)
fixed-dashcard (update (fix-top-level dashcard) "column_settings" fix-cols)
final-settings (->> (m/deep-merge fixed-card fixed-dashcard (existing-fixed dashcard))
;; remove nils and empty maps _AFTER_ deep merging so that the shapes are
;; uniform. otherwise risk not fully clobbering an underlying form if the one going on top
;; doesn't have link text
- (walk/postwalk (fn [form]
- (if (map? form)
- (into {} (for [[k v] form
- :when (if (seqable? v)
+ (walk/postwalk (fn [form]
+ (if (map? form)
+ (into {} (for [[k v] form
+ :when (if (seqable? v)
;; remove keys with empty maps. must be postwalk
- (seq v)
+ (seq v)
;; remove nils
- (some? v))]
- [k v]))
- form))))]
+ (some? v))]
+ [k v]))
+ form))))]
(when (not= final-settings dashcard)
{:id id
:visualization_settings final-settings})))
@@ -878,9 +880,9 @@
[mapping-setting-key]
(let [admin-group-id (t2/select-one-pk :permissions_group :name "Administrators")
mapping (try
- (json/parse-string (raw-setting mapping-setting-key))
- (catch Exception _e
- {}))]
+ (json/parse-string (raw-setting mapping-setting-key))
+ (catch Exception _e
+ {}))]
(when-not (empty? mapping)
(t2/update! :setting {:key (name mapping-setting-key)}
{:value
@@ -943,10 +945,10 @@
[db-type table column ttype nullable?]
(let [ttype (name ttype)
db-type (if (and (= db-type :mysql)
- (with-open [conn (.getConnection (mdb.connection/data-source))]
- (= "MariaDB" (.getDatabaseProductName (.getMetaData conn)))))
- :mariadb
- db-type)]
+ (with-open [conn (.getConnection (mdb.connection/data-source))]
+ (= "MariaDB" (.getDatabaseProductName (.getMetaData conn)))))
+ :mariadb
+ db-type)]
(case db-type
:postgres
(format "ALTER TABLE \"%s\" ALTER COLUMN \"%s\" TYPE %s USING (\"%s\"::%s), ALTER COLUMN %s %s"
@@ -1044,7 +1046,7 @@
:mysql
(do
- (t2/query ["UPDATE revision
+ (t2/query ["UPDATE revision
SET object = JSON_SET(
object,
'$.dataset',
@@ -1053,7 +1055,7 @@
THEN true ELSE false
END)
WHERE model = 'Card' AND JSON_UNQUOTE(JSON_EXTRACT(object, '$.type')) IS NOT NULL;"])
- (t2/query ["UPDATE revision
+ (t2/query ["UPDATE revision
SET object = JSON_REMOVE(object, '$.type')
WHERE model = 'Card' AND JSON_UNQUOTE(JSON_EXTRACT(object, '$.type')) IS NOT NULL;"]))
@@ -1113,6 +1115,109 @@
perms-group {:user_id config/internal-mb-user-id :group_id all-users-id}]
(t2/query {:insert-into :permissions_group_membership :values [perms-group]}))))
+(defn- load-edn
+ "Loads edn from an EDN file. Parses values tagged with #t into the appropriate `java.time` class"
+ [file-name]
+ (with-open [r (io/reader file-name)]
+ (edn/read {:readers {'t u.date/parse}} (java.io.PushbackReader. r))))
+
+(defn- no-user?
+ "If there is a user that is not the internal user, we know it's not a fresh install."
+ []
+ (zero? (first (vals (t2/query-one {:select [:%count.*] :from :core_user :where [:not= :id config/internal-mb-user-id]})))))
+
+(defn- no-db?
+ "We check there is no database is not present, because the sample database could have been installed from a previous version and be out of
+ date. In that (rare) case we will be conservative and not add the sample content."
+ []
+ (nil? (t2/query-one {:select [:*] :from :metabase_database})))
+
+(def ^:dynamic *create-sample-content*
+ "If true, we create sample content in the `CreateSampleContent` migration. This is bound to false sometimes in
+ load-from-h2, during serialization load, and in some tests because the sample content makes tests slow enough to
+ cause timeouts."
+ true)
+
+(define-migration CreateSampleContent
+ (when *create-sample-content*
+ (when (and (config/load-sample-content?)
+ (not (config/config-bool :mb-enable-test-endpoints)) ; skip sample content for e2e tests to avoid coupling the tests to the contents
+ (no-user?)
+ (no-db?))
+ (let [table-name->raw-rows (load-edn "resources/sample-content.edn")
+ replace-temporals (fn [v]
+ (if (isa? (type v) java.time.temporal.Temporal)
+ :%now
+ v))
+ table-name->rows (fn [table-name]
+ (->> (table-name->raw-rows table-name)
+ ;; We sort the rows by id and remove them so that auto-incrementing ids are
+ ;; generated in the same order. We can't insert the ids directly in H2 without
+ ;; creating sequences for all the generated id columns.
+ (sort-by :id)
+ (map (fn [row]
+ (dissoc (update-vals row replace-temporals) :id)))))
+ dbs (table-name->rows :metabase_database)
+ _ (t2/query {:insert-into :metabase_database :values dbs})
+ db-ids (set (map :id (t2/query {:select :id :from :metabase_database})))
+ example-dashboard-id 1
+ expected-db-ids #{example-dashboard-id}]
+ ;; If that did not succeed in creating the metabase_database rows we could be reusing a database that
+ ;; previously had rows in it even if there are no users. in this rare care we delete the metabase_database row
+ ;; and do nothing else, to be safe.
+ (if (not= db-ids expected-db-ids)
+ (when (seq db-ids)
+ (t2/query {:delete-from :metabase_database :where [:in :id db-ids]}))
+ (do (doseq [table-name [:collection
+ :metabase_table
+ :metabase_field
+ :report_card
+ :parameter_card
+ :report_dashboard
+ :dashboard_tab
+ :report_dashboardcard
+ :dashboardcard_series]]
+ (when-let [values (seq (table-name->rows table-name))]
+ (t2/query {:insert-into table-name :values values})))
+ (t2/query {:insert-into :setting
+ :values [{:key "example-dashboard-id"
+ :value (str example-dashboard-id)}]})))))))
+
+(comment
+ ;; How to create `resources/sample-content.edn` used in `CreateSampleContent`
+ ;; -----------------------------------------------------------------------------
+ ;; Start a fresh metabase instance without the :ee alias
+ ;; 1. create a collection with dashboards, or import one with (metabase.cmd/import "<path>")
+ ;; 2. execute the following to spit out the collection to an EDN file:
+ (let [pretty-spit (fn [file-name data]
+ (with-open [writer (io/writer file-name)]
+ (binding [*out* writer]
+ #_{:clj-kondo/ignore [:discouraged-var]}
+ (pprint/pprint data))))
+ data (into {}
+ (for [table-name [:collection
+ :metabase_database
+ :metabase_table
+ :metabase_field
+ :report_dashboard
+ :report_dashboardcard
+ :report_card
+ :parameter_card
+ :dashboard_tab
+ :dashboardcard_series]
+ :let [query (cond-> {:select [:*] :from table-name}
+ (= table-name :collection) (assoc :where [:and
+ [:= :namespace nil] ; excludes the analytics namespace
+ [:= :personal_owner_id nil]]))]]
+ [table-name (sort-by :id (map #(into {} %) (t2/query query)))]))]
+ (pretty-spit "resources/sample-content.edn" data))
+ ;; (make sure there's no other content in the file)
+ ;; 3. update the EDN file:
+ ;; - replace the database details and dbms_version with placeholders e.g. "{}" to make sure they are replaced
+ ;; - find-replace :creator_id 1, 2, etc with :creator_id 13371338 (the internal user ID)
+ ;; - replace metabase_version "<version>" with metabase_version nil
+ )
+
;; This was renamed to TruncateAuditTables, so we need to delete the old job & trigger
(define-migration DeleteTruncateAuditLogTask
(classloader/the-classloader)
diff --git a/src/metabase/db/setup.clj b/src/metabase/db/setup.clj
index 3ca83ab3c53..82d73299fd3 100644
--- a/src/metabase/db/setup.clj
+++ b/src/metabase/db/setup.clj
@@ -10,7 +10,7 @@
[honey.sql :as sql]
[metabase.config :as config]
[metabase.db.connection :as mdb.connection]
- [metabase.db.custom-migrations]
+ [metabase.db.custom-migrations :as custom-migrations]
[metabase.db.jdbc-protocols :as mdb.jdbc-protocols]
[metabase.db.liquibase :as liquibase]
[metabase.plugins.classloader :as classloader]
@@ -31,7 +31,7 @@
(comment
;; load our custom migrations
- metabase.db.custom-migrations/keep-me
+ custom-migrations/keep-me
;; needed so the `:h2` dialect gets registered with Honey SQL
metabase.util.honey-sql-2/keep-me)
@@ -144,24 +144,24 @@
(mu/defn ^:private run-schema-migrations!
"Run through our DB migration process and make sure DB is fully prepared"
[data-source :- (ms/InstanceOfClass javax.sql.DataSource)
- auto-migrate? :- [:maybe :boolean]]
+ auto-migrate? :- :boolean]
(log/info "Running Database Migrations...")
(migrate! data-source (if auto-migrate? :up :print))
(log/info "Database Migrations Current ..." (u/emoji "✅")))
;; TODO -- consider renaming to something like `verify-connection-and-migrate!`
-;;
-;; TODO -- consider whether this should be done automatically the first time someone calls `getConnection`
(mu/defn setup-db!
"Connects to db and runs migrations. Don't use this directly, unless you know what you're doing;
use [[metabase.db/setup-db!]] instead, which can be called more than once without issue and is thread-safe."
- [db-type :- :keyword
- data-source :- (ms/InstanceOfClass javax.sql.DataSource)
- auto-migrate? :- [:maybe :boolean]]
+ [db-type :- :keyword
+ data-source :- (ms/InstanceOfClass javax.sql.DataSource)
+ auto-migrate? :- :boolean
+ create-sample-content? :- :boolean]
(u/profile (trs "Database setup")
(u/with-us-locale
- (binding [mdb.connection/*application-db* (mdb.connection/application-db db-type data-source :create-pool? false) ; should already be a pool
- config/*disable-setting-cache* true]
+ (binding [mdb.connection/*application-db* (mdb.connection/application-db db-type data-source :create-pool? false) ; should already be a pool
+ config/*disable-setting-cache* true
+ custom-migrations/*create-sample-content* create-sample-content?]
(verify-db-connection db-type data-source)
(error-if-downgrade-required! data-source)
(run-schema-migrations! data-source auto-migrate?))))
diff --git a/src/metabase/public_settings.clj b/src/metabase/public_settings.clj
index 5e9005a26d7..b9643120ef0 100644
--- a/src/metabase/public_settings.clj
+++ b/src/metabase/public_settings.clj
@@ -846,3 +846,16 @@
(if-not (pos-int? value)
20
value))))
+
+;; This is used by the embedding homepage
+(defsetting example-dashboard-id
+ (deferred-tru "The ID of the example dashboard.")
+ :visibility :authenticated
+ :export? false
+ :type :integer
+ :setter :none
+ :getter (fn []
+ (let [id (setting/get-value-of-type :integer :example-dashboard-id)]
+ (when (and id (t2/exists? :model/Dashboard :id id :archived false))
+ id)))
+ :doc false)
diff --git a/src/metabase/sample_data.clj b/src/metabase/sample_data.clj
index 7d4c7b14191..b29a6e81469 100644
--- a/src/metabase/sample_data.clj
+++ b/src/metabase/sample_data.clj
@@ -65,22 +65,25 @@
"Please set MB_PLUGINS_DIR to a writable directory and restart Metabase."))
(jar-db-details resource)))}))
-(defn add-sample-database!
- "Add the sample database as a Metabase DB if it doesn't already exist."
+(defn extract-and-sync-sample-database!
+ "Adds the sample database as a Metabase DB if it doesn't already exist. If it does exist in the app DB,
+ we update its details."
[]
- (when-not (t2/exists? Database :is_sample true)
- (try
- (log/info "Loading sample database")
- (let [details (try-to-extract-sample-database!)]
- (log/debug "Syncing Sample Database...")
- (sync/sync-database! (first (t2/insert-returning-instances! Database
- :name sample-database-name
- :details details
- :engine :h2
- :is_sample true))))
- (log/debug "Finished adding Sample Database.")
- (catch Throwable e
- (log/error e "Failed to load sample database")))))
+ (try
+ (log/info "Loading sample database")
+ (let [details (try-to-extract-sample-database!)
+ db (if (t2/exists? Database :is_sample true)
+ (t2/select-one Database (first (t2/update-returning-pks! Database :is_sample true {:details details})))
+ (first (t2/insert-returning-instances! Database
+ :name sample-database-name
+ :details details
+ :engine :h2
+ :is_sample true)))]
+ (log/debug "Syncing Sample Database...")
+ (sync/sync-database! db))
+ (log/debug "Finished adding Sample Database.")
+ (catch Throwable e
+ (log/error e "Failed to load sample database"))))
(defn update-sample-database-if-needed!
"Update the path to the sample database DB if it exists in case the JAR has moved."
diff --git a/test/metabase/api/permissions_test.clj b/test/metabase/api/permissions_test.clj
index aa1310e4669..aa80612dda9 100644
--- a/test/metabase/api/permissions_test.clj
+++ b/test/metabase/api/permissions_test.clj
@@ -6,6 +6,7 @@
[medley.core :as m]
[metabase.api.permissions :as api.permissions]
[metabase.api.permissions-test-util :as perm-test-util]
+ [metabase.config :as config]
[metabase.models
:refer [Database
Permissions
@@ -319,7 +320,8 @@
[:user_id ms/PositiveInt]
[:is_group_manager :boolean]]]]
result))
- (is (= (t2/select-fn-set :id 'User) (set (keys result))))))))
+ (is (= (t2/select-fn-set :id 'User)
+ (conj (set (keys result)) config/internal-mb-user-id)))))))
(deftest add-group-membership-test
(testing "POST /api/permissions/membership"
diff --git a/test/metabase/cmd/load_from_h2_test.clj b/test/metabase/cmd/load_from_h2_test.clj
index 962d965fb9d..34419da61fa 100644
--- a/test/metabase/cmd/load_from_h2_test.clj
+++ b/test/metabase/cmd/load_from_h2_test.clj
@@ -66,7 +66,7 @@
(defn- create-current-database
[db-type db-def data-source]
(tx/create-db! db-type db-def)
- (mdb.setup/setup-db! db-type data-source true))
+ (mdb.setup/setup-db! db-type data-source true false))
(defn- dump-filename
[h2-filename version]
diff --git a/test/metabase/db/schema_migrations_test.clj b/test/metabase/db/schema_migrations_test.clj
index c7c1c0fe003..ad786cac48e 100644
--- a/test/metabase/db/schema_migrations_test.clj
+++ b/test/metabase/db/schema_migrations_test.clj
@@ -14,6 +14,7 @@
[java-time.api :as t]
[metabase.config :as config]
[metabase.db :as mdb]
+ [metabase.db.custom-migrations :as custom-migrations]
[metabase.db.custom-migrations-test :as custom-migrations-test]
[metabase.db.query :as mdb.query]
[metabase.db.schema-migrations-test.impl :as impl]
@@ -1390,3 +1391,42 @@
(insert-perm! "perms/manage-database" "no")
(migrate! :down 49)
(is (nil? (t2/select-fn-vec :object (t2/table-name :model/Permissions) :group_id group-id)))))))
+
+(deftest create-sample-content-test
+ (testing "The sample content is created iff *create-sample-content*=true"
+ (doseq [create? [true false]]
+ (testing (str "*create-sample-content* = " create?)
+ (impl/test-migrations "v50.2024-04-09T15:55:22" [migrate!]
+ (let [sample-content-created? #(boolean (not-empty (t2/query "SELECT * FROM report_dashboard where name = 'E-commerce insights'")))]
+ (binding [custom-migrations/*create-sample-content* create?]
+ (is (false? (sample-content-created?)))
+ (migrate!)
+ (is ((if create? true? false?) (sample-content-created?)))))))))
+ (testing "The sample content isn't created if the sample database existed already in the past (or any database for that matter)"
+ (impl/test-migrations "v50.2024-04-09T15:55:22" [migrate!]
+ (let [sample-content-created? #(boolean (not-empty (t2/query "SELECT * FROM report_dashboard where name = 'E-commerce insights'")))]
+ (is (false? (sample-content-created?)))
+ (t2/insert-returning-pks! :metabase_database {:name "db"
+ :engine "h2"
+ :created_at :%now
+ :updated_at :%now
+ :details "{}"})
+ (t2/query {:delete-from :metabase_database})
+ (migrate!)
+ (is (false? (sample-content-created?)))
+ (is (empty? (t2/query "SELECT * FROM metabase_database"))
+ "No database should have been created"))))
+ (testing "The sample content isn't created if a user existed already"
+ (impl/test-migrations "v50.2024-04-09T15:55:22" [migrate!]
+ (let [sample-content-created? #(boolean (not-empty (t2/query "SELECT * FROM report_dashboard where name = 'E-commerce insights'")))]
+ (is (false? (sample-content-created?)))
+ (t2/insert-returning-pks!
+ :core_user
+ {:first_name "Rasta"
+ :last_name "Toucan"
+ :email "rasta@metabase.com"
+ :password "password"
+ :password_salt "and pepper"
+ :date_joined :%now})
+ (migrate!)
+ (is (false? (sample-content-created?)))))))
diff --git a/test/metabase/db/setup_test.clj b/test/metabase/db/setup_test.clj
index 54c5cdfece7..aafd65fd7e2 100644
--- a/test/metabase/db/setup_test.clj
+++ b/test/metabase/db/setup_test.clj
@@ -31,27 +31,35 @@
(testing "Should be able to set up an arbitrary application DB"
(letfn [(test* [data-source]
(is (= :done
- (mdb.setup/setup-db! :h2 data-source true)))
+ (mdb.setup/setup-db! :h2 data-source true true)))
(is (= ["Administrators" "All Users"]
(mapv :name (jdbc/query {:datasource data-source}
"SELECT name FROM permissions_group ORDER BY name ASC;")))))]
- (let [subname (format "mem:%s;DB_CLOSE_DELAY=10" (mt/random-name))]
+ (let [subname (fn [] (format "mem:%s;DB_CLOSE_DELAY=10" (mt/random-name)))]
(testing "from a jdbc-spec map"
(test* (mdb.data-source/broken-out-details->DataSource
:h2
{:subprotocol "h2"
- :subname subname
+ :subname (subname)
:classname "org.h2.Driver"})))
(testing "from a connection URL"
- (test* (mdb.data-source/raw-connection-string->DataSource
- (str "jdbc:h2:" subname))))))))
+ (test* (mdb.data-source/raw-connection-string->DataSource (str "jdbc:h2:" (subname)))))
+ (testing "test `create-sample-content?` arg works"
+ (doseq [create-sample-content? [true false]]
+ (let [data-source (mdb.data-source/raw-connection-string->DataSource (str "jdbc:h2:" (subname)))]
+ (mdb.setup/setup-db! :h2 data-source true create-sample-content?)
+ (is (= (if create-sample-content?
+ ["E-commerce insights"]
+ [])
+ (mapv :name (jdbc/query {:datasource data-source}
+ "SELECT name FROM report_dashboard ORDER BY name ASC;")))))))))))
(deftest setup-fresh-db-test
(mt/test-drivers #{:h2 :mysql :postgres}
(testing "can setup a fresh db"
(mt/with-temp-empty-app-db [conn driver/*driver*]
(is (= :done
- (mdb.setup/setup-db! driver/*driver* (mdb.connection/data-source) true)))
+ (mdb.setup/setup-db! driver/*driver* (mdb.connection/data-source) true true)))
(testing "migrations are executed in the order they are defined"
(is (= (liquibase-test/liquibase-file->included-ids "migrations/001_update_migrations.yaml" driver/*driver*)
(t2/select-pks-vec (liquibase/changelog-table-name conn) {:order-by [[:orderexecuted :asc]]}))))))))
@@ -61,10 +69,10 @@
(mt/with-temp-empty-app-db [_conn driver/*driver*]
(testing "Running setup with `auto-migrate?`=false should pass if no migrations exist which need to be run"
(is (= :done
- (mdb.setup/setup-db! driver/*driver* (mdb.connection/data-source) true)))
+ (mdb.setup/setup-db! driver/*driver* (mdb.connection/data-source) true false)))
(is (= :done
- (mdb.setup/setup-db! driver/*driver* (mdb.connection/data-source) false)))))
+ (mdb.setup/setup-db! driver/*driver* (mdb.connection/data-source) false false)))))
(testing "Setting up DB with `auto-migrate?`=false should exit if any migrations exist which need to be run"
;; Use a migration file that intentionally errors with failOnError: false, so that a migration is still unrun
@@ -72,12 +80,12 @@
(with-redefs [liquibase/changelog-file "error-migration.yaml"]
(mt/with-temp-empty-app-db [_conn driver/*driver*]
(is (= :done
- (mdb.setup/setup-db! driver/*driver* (mdb.connection/data-source) true)))
+ (mdb.setup/setup-db! driver/*driver* (mdb.connection/data-source) true false)))
(is (thrown-with-msg?
Exception
#"Database requires manual upgrade."
- (mdb.setup/setup-db! driver/*driver* (mdb.connection/data-source) false))))))))
+ (mdb.setup/setup-db! driver/*driver* (mdb.connection/data-source) false false))))))))
(defn- update-to-changelog-id
[change-log-id conn]
@@ -97,7 +105,7 @@
;; set up a db in a way we have a MB instance running metabase 44
(update-to-changelog-id "v44.00-000" conn))
(is (= :done
- (mdb.setup/setup-db! driver/*driver* (mdb.connection/data-source) true))))))
+ (mdb.setup/setup-db! driver/*driver* (mdb.connection/data-source) true false))))))
(deftest setup-a-mb-instance-running-version-greater-than-45
(mt/test-drivers #{:h2 :mysql :postgres}
@@ -106,7 +114,7 @@
;; set up a db in a way we have a MB instance running metabase 45
(update-to-changelog-id "v45.00-001" conn))
(is (= :done
- (mdb.setup/setup-db! driver/*driver* (mdb.connection/data-source) true))))))
+ (mdb.setup/setup-db! driver/*driver* (mdb.connection/data-source) true false))))))
(deftest downgrade-detection-test
(mt/test-drivers #{:h2 :mysql :postgres}
diff --git a/test/metabase/models/user_test.clj b/test/metabase/models/user_test.clj
index dec4396fb63..ee0faedc141 100644
--- a/test/metabase/models/user_test.clj
+++ b/test/metabase/models/user_test.clj
@@ -584,7 +584,7 @@
(deftest block-sso-provisioning-if-instance-not-set-up
(testing "SSO users should not be created if an admin user has not already been created (metabase-private#201)"
(schema-migrations-test.impl/with-temp-empty-app-db [_conn :h2]
- (mdb/setup-db!)
+ (mdb/setup-db! :create-sample-content? true)
(is (thrown-with-msg?
Exception
#"Instance has not been initialized"
diff --git a/test/metabase/setup_test.clj b/test/metabase/setup_test.clj
index 4a130b32ca5..fa7138d4a3b 100644
--- a/test/metabase/setup_test.clj
+++ b/test/metabase/setup_test.clj
@@ -3,6 +3,7 @@
[clojure.test :refer :all]
[metabase.config :as config]
[metabase.db :as mdb]
+ [metabase.public-settings :as public-settings]
[metabase.setup :as setup]
[metabase.test :as mt]
[toucan2.core :as t2]))
@@ -33,7 +34,7 @@
;; create a new completely empty database.
(mt/with-temp-empty-app-db [_conn :h2]
;; make sure the DB is setup (e.g., run all the Liquibase migrations)
- (mdb/setup-db!)
+ (mdb/setup-db! :create-sample-content? true)
(t2/with-call-count [call-count]
(dotimes [_ 5]
(is (= false
@@ -46,3 +47,21 @@
(is (= true
(setup/has-user-setup)))
(is (zero? (call-count))))))
+
+(deftest has-example-dashboard-id-setting-test
+ (testing "The example-dashboard-id setting should be set if the example content is loaded"
+ (mt/with-temp-empty-app-db [_conn :h2]
+ (mdb/setup-db! :create-sample-content? true)
+ (is (= 1
+ (public-settings/example-dashboard-id)))))
+ (testing "The example-dashboard-id setting should be nil if the example content isn't loaded"
+ (mt/with-temp-empty-app-db [_conn :h2]
+ (mdb/setup-db! :create-sample-content? false)
+ (is (nil? (public-settings/example-dashboard-id)))))
+ (testing "The example-dashboard-id setting should be reset to nil if the example dashboard is archived"
+ (mt/with-temp-empty-app-db [_conn :h2]
+ (mdb/setup-db! :create-sample-content? true)
+ (is (= 1
+ (public-settings/example-dashboard-id)))
+ (t2/update! :model/Dashboard 1 {:archived true})
+ (is (nil? (public-settings/example-dashboard-id))))))
diff --git a/test/metabase/test/data.clj b/test/metabase/test/data.clj
index 2361205992e..881c245873f 100644
--- a/test/metabase/test/data.clj
+++ b/test/metabase/test/data.clj
@@ -269,5 +269,5 @@
;; since the actual group defs are not dynamic, we need with-redefs to change them here
(with-redefs [perms-group/all-users (#'perms-group/magic-group perms-group/all-users-group-name)
perms-group/admin (#'perms-group/magic-group perms-group/admin-group-name)]
- (mdb/setup-db!)
+ (mdb/setup-db! :create-sample-content? false) ; skip sample content for speedy tests. this doesn't reflect production
~@body)))
diff --git a/test/metabase/test/data/h2.clj b/test/metabase/test/data/h2.clj
index c50c17fdf67..0b39bfa20ee 100644
--- a/test/metabase/test/data/h2.clj
+++ b/test/metabase/test/data/h2.clj
@@ -31,7 +31,7 @@
(when-not (contains? @h2-test-dbs-created-by-this-instance database-name)
(locking h2-test-dbs-created-by-this-instance
(when-not (contains? @h2-test-dbs-created-by-this-instance database-name)
- (mdb/setup-db!) ; if not already setup
+ (mdb/setup-db! :create-sample-content? false) ; skip sample content for speedy tests. this doesn't reflect production
(t2/delete! Database :engine "h2", :name database-name)
(swap! h2-test-dbs-created-by-this-instance conj database-name)))))
diff --git a/test/metabase/test/data/interface.clj b/test/metabase/test/data/interface.clj
index a236790c1d6..63ed37f52c4 100644
--- a/test/metabase/test/data/interface.clj
+++ b/test/metabase/test/data/interface.clj
@@ -288,7 +288,7 @@
[{:keys [database-name]} driver]
(assert (string? database-name))
(assert (keyword? driver))
- (mdb/setup-db!)
+ (mdb/setup-db! :create-sample-content? false) ; skip sample content for speedy tests. this doesn't reflect production
(t2/select-one Database
:name database-name
:engine (u/qualified-name driver)
diff --git a/test/metabase/test/initialize/db.clj b/test/metabase/test/initialize/db.clj
index d6d84c7a961..c1c9b2fad96 100644
--- a/test/metabase/test/initialize/db.clj
+++ b/test/metabase/test/initialize/db.clj
@@ -11,7 +11,7 @@
(defn init! []
(log/info (u/format-color 'blue "Setting up %s test DB and running migrations..." (mdb/db-type)))
(#'task/set-jdbc-backend-properties!)
- (mdb/setup-db!)
+ (mdb/setup-db! :create-sample-content? false) ; skip sample content for speedy tests. this doesn't reflect production
(log/info (t2/with-connection [^java.sql.Connection conn]
(let [metadata (.getMetaData conn)]
(u/format-color 'blue "Application DB is %s %s"
--
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