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>

integration_tests/models/monitoring/schema.yml

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+version: 2
+
+models:
+  - name: test_f2dq_metrics
+    tests:
+      - dbt_utils.equality:
+          compare_model: ref('expected_metrics')
+
+  - name: test_f2dq_z_score
+    tests:
+      - dbt_utils.equality:
+          compare_model: ref('expected_z_score')
+
+  - name: test_f2dq_anomalies
+    tests:
+      - dbt_utils.equality:
+          compare_model: ref('expected_anomalies')
+
+  - name: test_f2dq_test_history
+    tests:
+     - dbt_utils.equality:
+         compare_model: ref('expected_test_history')
+
+  - name: test_f2dq_table_samples
+    tests:
+     - dbt_utils.equality:
+         compare_model: ref('expected_table_samples')

integration_tests/models/monitoring/test_f2dq_anomalies.sql

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+
+select
+    {{ clean_table_name('table_name') }} as table_name,
+    {{ clean_column_name('column_name') }} as column_name,
+    metric,
+    anomaly_detector,
+    interval_length_sec
+
+from {{ ref('f2dq_anomalies') }}

integration_tests/models/monitoring/test_f2dq_metrics.sql

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+
+select
+    {{ clean_table_name('table_name') }} as table_name,
+    {{ clean_column_name('column_name') }} as column_name,
+    metric,
+    time_window_start,
+    time_window_end,
+    {{ to_big_integer('value') }},
+    interval_length_sec
+
+from {{ ref('f2dq_metrics') }}

integration_tests/models/monitoring/test_f2dq_table_samples.sql

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+
+select 
+    {{ clean_table_name('table_name') }} as table_name,
+    length(sample_data) as sample_data_length
+from {{ ref('f2dq_table_samples') }}
+where {{ clean_table_name('table_name') }} != 'SAMPLE_WITHOUT_TIME_FILTER'
+
+-- SAMPLE_WITHOUT_TIME_FILTER because this table doesn't have a time filter, it's not possible to say how
+-- exactly the sampel of it should look like.

integration_tests/models/monitoring/test_f2dq_test_history.sql

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+
+select
+    {{ clean_table_name('table_name') }} as table_name,
+    {{ clean_column_name('column_name') }} as column_name,
+    right(test_name, 15) as test_name,
+    status,
+    {{ clean_column_name('message') }} as message,
+    cast (failures_count as integer) as failures_count,
+    severity
+from {{ ref('f2dq_test_history') }}

integration_tests/models/monitoring/test_f2dq_z_score.sql

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+
+{% set values_compare = [
+    'z_score_value',
+    'modified_z_score_value', 
+    'last_value',
+    'last_avg',
+    'last_stddev',
+    'last_median',
+    'last_iqr',
+    'last_median_absolute_deviation',
+    'last_mean_absolute_deviation',
+] %}
+
+select
+    {{ clean_table_name('table_name') }} as table_name,
+    {{ clean_column_name('column_name') }} as column_name,
+    metric,
+    time_window_end,
+    {% for col in values_compare %}{{ to_big_integer(col) }},{% endfor %}
+    interval_length_sec
+
+from {{ ref('f2dq_z_score') }}