Initial publish of dbt_f2dq (f2dq) package v0.12.1.

Clean package repo for Gitea installs via packages.yml git URL.

Co-authored-by: Cursor <cursoragent@cursor.com>

models/metrics/types/base/f2dq_base_metrics.sql

@@ -0,0 +1,54 @@
+{{
+    config(
+        materialized='incremental',
+        unique_key = 'id',
+        on_schema_change='sync_all_columns',
+    )
+}}
+
+-- depends_on: {{ ref('f2dq_columns') }}
+-- depends_on: {{ ref('f2dq_last_base_metrics_thread0') }}
+-- depends_on: {{ ref('f2dq_last_base_metrics_thread1') }}
+-- depends_on: {{ ref('f2dq_last_base_metrics_thread2') }}
+-- depends_on: {{ ref('f2dq_last_base_metrics_thread3') }}
+-- depends_on: {{ ref('f2dq_last_base_metrics_part0') }}
+-- depends_on: {{ ref('f2dq_last_base_metrics_part1') }}
+-- depends_on: {{ ref('f2dq_last_base_metrics_part2') }}
+-- depends_on: {{ ref('f2dq_last_base_metrics_part3') }}
+-- depends_on: {{ ref('f2dq_run_started_at') }}
+-- depends_on: {{ ref('f2dq_monitored') }}
+-- depends_on: {{ ref('f2dq_selected') }}
+
+with 
+
+with_time_window as (
+    {% set parts = ['0','1','2','3'] %}
+    {% for part in parts %}
+        {% set ref_name = 'f2dq_last_base_metrics_part' + part %}
+        select
+            *,
+            {{ time_window_start() }} as time_window_start,
+            {{ time_window_end() }} as time_window_end
+        from {{ ref(ref_name) }}
+        {%- if not loop.last %} union all {%- endif %}
+    {% endfor %}
+)
+select
+    cast ({{ dbt_utils.generate_surrogate_key([
+        'table_name',
+        'column_name',
+        'metric',
+        'time_window_start',
+        'time_window_end'
+    ]) }} as {{ string_type() }} ) as id,
+    cast (table_name as {{ string_type() }} ) as table_name,
+    cast (column_name as {{ string_type() }} ) as column_name,
+    cast (metric as {{ string_type() }} ) as metric,
+    cast (value as {{ numeric_type() }} ) as value,
+    cast (time_window_start as {{ timestamp_type() }} ) as time_window_start,
+    cast (time_window_end as {{ timestamp_type() }} ) as time_window_end,
+    cast (
+        {{ interval_length_sec('time_window_start', 'time_window_end') }} as {{ integer_type() }}
+    ) as interval_length_sec,
+    cast ({{dbt.current_timestamp_backcompat()}} as {{ timestamp_type() }}) as computed_on
+from with_time_window

models/metrics/types/samples/f2dq_table_samples.sql

@@ -0,0 +1,17 @@
+{{
+    config(
+        materialized='table',
+        unique_key = 'table_name',
+        on_schema_change='sync_all_columns',
+    )
+}}
+
+-- depends_on: {{ ref('f2dq_last_table_samples') }}
+-- depends_on: {{ ref('f2dq_last_table_samples_part') }}
+
+select
+    table_name,
+    sample_data,
+    cast ({{dbt.current_timestamp_backcompat()}} as {{ timestamp_type() }}) as sampled_on
+
+from {{ ref('f2dq_last_table_samples_part') }}

models/metrics/types/schema/f2dq_columns_over_time.sql

@@ -0,0 +1,35 @@
+{{
+    config(
+        materialized='incremental',
+        unique_key = 'id',
+        on_schema_change='sync_all_columns',
+    )
+}}
+
+
+with columns as (
+
+select
+    {{ full_table_name('cols.name', 'cols.schema', 'cols.database') }} as table_name,
+    cols.column_name,
+    cols.data_type,
+    cols.is_nullable,
+    cast ({{dbt.current_timestamp_backcompat()}} as {{ timestamp_type() }} ) as detected_time
+from
+    {{ ref('f2dq_columns')}} cols, {{ ref('f2dq_selected')}} tables
+where
+    cols.name = tables.name and cols.schema = tables.schema and cols.database = tables.database
+)
+
+select
+    cast ({{ dbt_utils.generate_surrogate_key([
+      'table_name',
+      'column_name',
+      'detected_time'
+    ]) }} as {{ string_type() }} ) as id,
+    table_name,
+    column_name,
+    data_type,
+    is_nullable,
+    detected_time
+from columns