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>

macros/metrics/base/queries.sql

@@ -0,0 +1,75 @@
+{% macro metrics_base_compute_for_thread(thread_value, ref_model) %}
+    {%- set tables =  run_query(f2dq.get_tables()) %}
+    {%- for mtable in tables %}
+        -- we are splitting computing metrics to 4 different threads
+        {% set for_loop_mod = (loop.index % 4) %}
+        {% if for_loop_mod == thread_value %}
+            {% set model = get_model_config(mtable) %}
+
+            {% set columns_to_query = [] %}
+            {% set size = 0 %}
+
+            {% for column in model.columns %}
+                {% set column_name = f2dq.row_value(column, 'column_name') %}
+                
+                {% if should_compute_metric(model, column_name) %}
+                    {% do columns_to_query.append(column) %}
+                {% endif %}
+
+                {% set columns_size = columns_to_query| length %}
+
+                {% if columns_size == var('f2dq:max_columns_in_query') %}
+                    {%- set insert_stats_query = f2dq.metrics_base_insert(model, ref_model, columns_to_query) -%}
+
+                    {% if insert_stats_query %}
+                        {% do run_query(insert_stats_query) %}
+                    {% endif %}
+                    {% do columns_to_query.clear() %}
+                {% endif %}
+            {% endfor %}
+
+            {%- set insert_stats_query = f2dq.metrics_base_insert(model, ref_model, columns_to_query, table_level=True) -%}
+            {% do run_query(insert_stats_query) %}
+
+            {{ dbt_utils.log_info('[f2dq_log] - finished computing metrics for:' ~ model.model_name) }}
+        {% endif %}
+    {% endfor %}
+{% endmacro %}
+
+{% macro metrics_base_insert(model, ref_model, columns, table_level=False) %}
+
+    {% set col_exprs = f2dq.metrics_base_expressions(model, columns, table_level) %}
+    {% if col_exprs == [] %}
+        {{ return ('') }}
+    {% endif %}
+
+    insert into {{ ref(ref_model) }}
+    with temp_table_metrics as (
+    select 
+        {%- for col_expr in col_exprs %}
+            ( {{ col_expr.expr }} ) as {{ f2dq.quote_column_name(col_expr.col_name + '___' + col_expr.metric) }}
+            {%- if not loop.last %},{%- endif %}
+        {% endfor %}
+    from 
+        {{ model.table_name }}
+    where
+        {{ in_time_window(model.time_filter) }}
+    )
+
+    {%- for col_expr in col_exprs %}
+        {% set final_metric_name = get_final_metric_name(col_expr.metric, model.time_filter) %}
+        
+        select '{{model.table_name}}' as table_name, '{{ col_expr.col_name }}' as column_name, '{{ final_metric_name }}' as metric, {{ f2dq.quote_column_name(col_expr.col_name + '___' + col_expr.metric) }} as value
+        from temp_table_metrics
+        {% if not loop.last %}union all{% endif %}
+    {% endfor %}
+
+{% endmacro %}
+
+{% macro get_final_metric_name(metric_name, time_filter) %}
+    {% if time_filter is none %}
+        {{ return ('global__' + metric_name) }}
+    {% else %}
+        {{ return (metric_name) }}
+    {% endif %}
+{% endmacro %}