🐛 Normalization correctly propagates deletions to the final tables

airbyte-integrations/bases/base-normalization/dbt-project-template/macros/incremental.sql

@@ -4,43 +4,43 @@
     - incremental_clause controls the predicate to filter on new data to process incrementally
 #}
 
-{% macro incremental_clause(col_emitted_at)  -%}
-  {{ adapter.dispatch('incremental_clause')(col_emitted_at) }}
+{% macro incremental_clause(col_emitted_at, tablename)  -%}
+  {{ adapter.dispatch('incremental_clause')(col_emitted_at, tablename) }}
 {%- endmacro %}
 
-{%- macro default__incremental_clause(col_emitted_at) -%}
+{%- macro default__incremental_clause(col_emitted_at, tablename) -%}
 {% if is_incremental() %}
 and coalesce(
-    cast({{ col_emitted_at }} as {{ type_timestamp_with_timezone() }}) >= (select max(cast({{ col_emitted_at }} as {{ type_timestamp_with_timezone() }})) from {{ this }}),
+    cast({{ col_emitted_at }} as {{ type_timestamp_with_timezone() }}) >= (select max(cast({{ col_emitted_at }} as {{ type_timestamp_with_timezone() }})) from {{ tablename }}),
     {# -- if {{ col_emitted_at }} is NULL in either table, the previous comparison would evaluate to NULL, #}
     {# -- so we coalesce and make sure the row is always returned for incremental processing instead #}
     true)
 {% endif %}
 {%- endmacro -%}
 
 {# -- see https://on-systems.tech/113-beware-dbt-incremental-updates-against-snowflake-external-tables/ #}
-{%- macro snowflake__incremental_clause(col_emitted_at) -%}
+{%- macro snowflake__incremental_clause(col_emitted_at, tablename) -%}
 {% if is_incremental() %}
-    {% if get_max_normalized_cursor(col_emitted_at) %}
+    {% if get_max_normalized_cursor(col_emitted_at, tablename) %}
 and cast({{ col_emitted_at }} as {{ type_timestamp_with_timezone() }}) >=
-    cast('{{ get_max_normalized_cursor(col_emitted_at) }}' as {{ type_timestamp_with_timezone() }})
+    cast('{{ get_max_normalized_cursor(col_emitted_at, tablename) }}' as {{ type_timestamp_with_timezone() }})
     {% endif %}
 {% endif %}
 {%- endmacro -%}
 
-{%- macro sqlserver__incremental_clause(col_emitted_at) -%}
+{%- macro sqlserver__incremental_clause(col_emitted_at, tablename) -%}
 {% if is_incremental() %}
-and ((select max(cast({{ col_emitted_at }} as {{ type_timestamp_with_timezone() }})) from {{ this }}) is null
+and ((select max(cast({{ col_emitted_at }} as {{ type_timestamp_with_timezone() }})) from {{ tablename }}) is null
   or cast({{ col_emitted_at }} as {{ type_timestamp_with_timezone() }}) >=
-     (select max(cast({{ col_emitted_at }} as {{ type_timestamp_with_timezone() }})) from {{ this }}))
+     (select max(cast({{ col_emitted_at }} as {{ type_timestamp_with_timezone() }})) from {{ tablename }}))
 {% endif %}
 {%- endmacro -%}
 
-{% macro get_max_normalized_cursor(col_emitted_at) %}
+{% macro get_max_normalized_cursor(col_emitted_at, tablename) %}
 {% if execute and is_incremental() %}
  {% if env_var('INCREMENTAL_CURSOR', 'UNSET') == 'UNSET' %}
      {% set query %}
-        select max(cast({{ col_emitted_at }} as {{ type_timestamp_with_timezone() }})) from {{ this }}
+        select max(cast({{ col_emitted_at }} as {{ type_timestamp_with_timezone() }})) from {{ tablename }}
      {% endset %}
      {% set max_cursor = run_query(query).columns[0][0] %}
      {% do return(max_cursor) %}

airbyte-integrations/bases/base-normalization/integration_tests/dbt_integration_test.py

@@ -132,10 +132,12 @@ def setup_mysql_db(self):
                 "MYSQL_INITDB_SKIP_TZINFO=yes",
                 "-e",
                 f"MYSQL_DATABASE={config['database']}",
+                "-e",
+                "MYSQL_ROOT_HOST=%",
                 "-p",
                 f"{config['port']}:3306",
                 "-d",
-                "mysql",
+                "mysql/mysql-server",
             ]
             print("Executing: ", " ".join(commands))
             subprocess.call(commands)

airbyte-integrations/bases/base-normalization/integration_tests/normalization_test_output/bigquery/test_nested_streams/dbt_project.yml

@@ -1,45 +1,29 @@
-# This file is necessary to install dbt-utils with dbt deps
-# the content will be overwritten by the transform function
-
-# Name your package! Package names should contain only lowercase characters
-# and underscores. A good package name should reflect your organization's
-# name or the intended use of these models
-name: "airbyte_utils"
+name: airbyte_utils
 version: "1.0"
 config-version: 2
-
-# This setting configures which "profile" dbt uses for this project. Profiles contain
-# database connection information, and should be configured in the  ~/.dbt/profiles.yml file
-profile: "normalize"
-
-# These configurations specify where dbt should look for different types of files.
-# The `model-paths` config, for example, states that source models can be found
-# in the "models/" directory. You probably won't need to change these!
-model-paths: ["models"]
-docs-paths: ["docs"]
-analysis-paths: ["analysis"]
-test-paths: ["tests"]
-seed-paths: ["data"]
-macro-paths: ["macros"]
-
-target-path: "../build" # directory which will store compiled SQL files
-log-path: "../logs" # directory which will store DBT logs
-packages-install-path: "/dbt" # directory which will store external DBT dependencies
-
-clean-targets: # directories to be removed by `dbt clean`
-  - "build"
-  - "dbt_modules"
-
+profile: normalize
+model-paths:
+  - models
+docs-paths:
+  - docs
+analysis-paths:
+  - analysis
+test-paths:
+  - tests
+seed-paths:
+  - data
+macro-paths:
+  - macros
+target-path: ../build
+log-path: ../logs
+packages-install-path: /dbt
+clean-targets:
+  - build
+  - dbt_modules
 quoting:
   database: true
-  # Temporarily disabling the behavior of the ExtendedNameTransformer on table/schema names, see (issue #1785)
-  # all schemas should be unquoted
   schema: false
   identifier: true
-
-# You can define configurations for models in the `model-paths` directory here.
-# Using these configurations, you can enable or disable models, change how they
-# are materialized, and more!
 models:
   airbyte_utils:
     +materialized: table
@@ -57,7 +41,77 @@ models:
       airbyte_views:
         +tags: airbyte_internal_views
         +materialized: view
-
 dispatch:
   - macro_namespace: dbt_utils
-    search_order: ["airbyte_utils", "dbt_utils"]
+    search_order:
+      - airbyte_utils
+      - dbt_utils
+vars:
+  json_column: _airbyte_data
+  models_to_source:
+    nested_stream_with_complex_columns_resulting_into_long_names_ab1: test_normalization._airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names
+    nested_stream_with_complex_columns_resulting_into_long_names_ab2: test_normalization._airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names
+    nested_stream_with_complex_columns_resulting_into_long_names_stg: test_normalization._airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names
+    nested_stream_with_complex_columns_resulting_into_long_names_scd: test_normalization._airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names
+    nested_stream_with_complex_columns_resulting_into_long_names: test_normalization._airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names
+    non_nested_stream_without_namespace_resulting_into_long_names_ab1: test_normalization._airbyte_raw_non_nested_stream_without_namespace_resulting_into_long_names
+    non_nested_stream_without_namespace_resulting_into_long_names_ab2: test_normalization._airbyte_raw_non_nested_stream_without_namespace_resulting_into_long_names
+    non_nested_stream_without_namespace_resulting_into_long_names_ab3: test_normalization._airbyte_raw_non_nested_stream_without_namespace_resulting_into_long_names
+    non_nested_stream_without_namespace_resulting_into_long_names: test_normalization._airbyte_raw_non_nested_stream_without_namespace_resulting_into_long_names
+    some_stream_that_was_empty_ab1: test_normalization._airbyte_raw_some_stream_that_was_empty
+    some_stream_that_was_empty_ab2: test_normalization._airbyte_raw_some_stream_that_was_empty
+    some_stream_that_was_empty_stg: test_normalization._airbyte_raw_some_stream_that_was_empty
+    some_stream_that_was_empty_scd: test_normalization._airbyte_raw_some_stream_that_was_empty
+    some_stream_that_was_empty: test_normalization._airbyte_raw_some_stream_that_was_empty
+    simple_stream_with_namespace_resulting_into_long_names_ab1: test_normalization_namespace._airbyte_raw_simple_stream_with_namespace_resulting_into_long_names
+    simple_stream_with_namespace_resulting_into_long_names_ab2: test_normalization_namespace._airbyte_raw_simple_stream_with_namespace_resulting_into_long_names
+    simple_stream_with_namespace_resulting_into_long_names_ab3: test_normalization_namespace._airbyte_raw_simple_stream_with_namespace_resulting_into_long_names
+    simple_stream_with_namespace_resulting_into_long_names: test_normalization_namespace._airbyte_raw_simple_stream_with_namespace_resulting_into_long_names
+    conflict_stream_name_ab1: test_normalization._airbyte_raw_conflict_stream_name
+    conflict_stream_name_ab2: test_normalization._airbyte_raw_conflict_stream_name
+    conflict_stream_name_ab3: test_normalization._airbyte_raw_conflict_stream_name
+    conflict_stream_name: test_normalization._airbyte_raw_conflict_stream_name
+    conflict_stream_scalar_ab1: test_normalization._airbyte_raw_conflict_stream_scalar
+    conflict_stream_scalar_ab2: test_normalization._airbyte_raw_conflict_stream_scalar
+    conflict_stream_scalar_ab3: test_normalization._airbyte_raw_conflict_stream_scalar
+    conflict_stream_scalar: test_normalization._airbyte_raw_conflict_stream_scalar
+    conflict_stream_array_ab1: test_normalization._airbyte_raw_conflict_stream_array
+    conflict_stream_array_ab2: test_normalization._airbyte_raw_conflict_stream_array
+    conflict_stream_array_ab3: test_normalization._airbyte_raw_conflict_stream_array
+    conflict_stream_array: test_normalization._airbyte_raw_conflict_stream_array
+    unnest_alias_ab1: test_normalization._airbyte_raw_unnest_alias
+    unnest_alias_ab2: test_normalization._airbyte_raw_unnest_alias
+    unnest_alias_ab3: test_normalization._airbyte_raw_unnest_alias
+    unnest_alias: test_normalization._airbyte_raw_unnest_alias
+    nested_stream_with_complex_columns_resulting_into_long_names_partition_ab1: test_normalization._airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names
+    nested_stream_with_complex_columns_resulting_into_long_names_partition_ab2: test_normalization._airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names
+    nested_stream_with_complex_columns_resulting_into_long_names_partition_ab3: test_normalization._airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names
+    nested_stream_with_complex_columns_resulting_into_long_names_partition: test_normalization._airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names
+    conflict_stream_name_conflict_stream_name_ab1: test_normalization._airbyte_raw_conflict_stream_name
+    conflict_stream_name_conflict_stream_name_ab2: test_normalization._airbyte_raw_conflict_stream_name
+    conflict_stream_name_conflict_stream_name_ab3: test_normalization._airbyte_raw_conflict_stream_name
+    conflict_stream_name_conflict_stream_name: test_normalization._airbyte_raw_conflict_stream_name
+    unnest_alias_children_ab1: test_normalization._airbyte_raw_unnest_alias
+    unnest_alias_children_ab2: test_normalization._airbyte_raw_unnest_alias
+    unnest_alias_children_ab3: test_normalization._airbyte_raw_unnest_alias
+    unnest_alias_children: test_normalization._airbyte_raw_unnest_alias
+    nested_stream_with_complex_columns_resulting_into_long_names_partition_double_array_data_ab1: test_normalization._airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names
+    nested_stream_with_complex_columns_resulting_into_long_names_partition_double_array_data_ab2: test_normalization._airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names
+    nested_stream_with_complex_columns_resulting_into_long_names_partition_double_array_data_ab3: test_normalization._airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names
+    nested_stream_with_complex_columns_resulting_into_long_names_partition_double_array_data: test_normalization._airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names
+    nested_stream_with_complex_columns_resulting_into_long_names_partition_DATA_ab1: test_normalization._airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names
+    nested_stream_with_complex_columns_resulting_into_long_names_partition_DATA_ab2: test_normalization._airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names
+    nested_stream_with_complex_columns_resulting_into_long_names_partition_DATA_ab3: test_normalization._airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names
+    nested_stream_with_complex_columns_resulting_into_long_names_partition_DATA: test_normalization._airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names
+    conflict_stream_name_conflict_stream_name_conflict_stream_name_ab1: test_normalization._airbyte_raw_conflict_stream_name
+    conflict_stream_name_conflict_stream_name_conflict_stream_name_ab2: test_normalization._airbyte_raw_conflict_stream_name
+    conflict_stream_name_conflict_stream_name_conflict_stream_name_ab3: test_normalization._airbyte_raw_conflict_stream_name
+    conflict_stream_name_conflict_stream_name_conflict_stream_name: test_normalization._airbyte_raw_conflict_stream_name
+    unnest_alias_children_owner_ab1: test_normalization._airbyte_raw_unnest_alias
+    unnest_alias_children_owner_ab2: test_normalization._airbyte_raw_unnest_alias
+    unnest_alias_children_owner_ab3: test_normalization._airbyte_raw_unnest_alias
+    unnest_alias_children_owner: test_normalization._airbyte_raw_unnest_alias
+    unnest_alias_children_owner_column___with__quotes_ab1: test_normalization._airbyte_raw_unnest_alias
+    unnest_alias_children_owner_column___with__quotes_ab2: test_normalization._airbyte_raw_unnest_alias
+    unnest_alias_children_owner_column___with__quotes_ab3: test_normalization._airbyte_raw_unnest_alias
+    unnest_alias_children_owner_column___with__quotes: test_normalization._airbyte_raw_unnest_alias

airbyte-integrations/bases/base-normalization/integration_tests/normalization_test_output/bigquery/test_nested_streams/first_output/airbyte_incremental/scd/test_normalization/nested_stream_with_complex_columns_resulting_into_long_names_scd.sql

@@ -9,7 +9,7 @@
   OPTIONS()
   as (
 
--- depends_on: ref('nested_stream_with_complex_columns_resulting_into_long_names_stg')
+-- depends on: ref('nested_stream_with_complex_columns_resulting_into_long_names_stg')
 with
 
 input_data as (

airbyte-integrations/bases/base-normalization/integration_tests/normalization_test_output/bigquery/test_nested_streams/models/generated/airbyte_ctes/test_normalization/nested_stream_with_complex_columns_resulting_into_long_names_ab1.sql

@@ -17,5 +17,5 @@ select
 from {{ source('test_normalization', '_airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names') }} as table_alias
 -- nested_stream_with_complex_columns_resulting_into_long_names
 where 1 = 1
-{{ incremental_clause('_airbyte_emitted_at') }}
+{{ incremental_clause('_airbyte_emitted_at', this) }}
 

airbyte-integrations/bases/base-normalization/integration_tests/normalization_test_output/bigquery/test_nested_streams/models/generated/airbyte_ctes/test_normalization/nested_stream_with_complex_columns_resulting_into_long_names_ab2.sql

@@ -17,5 +17,5 @@ select
 from {{ ref('nested_stream_with_complex_columns_resulting_into_long_names_ab1') }}
 -- nested_stream_with_complex_columns_resulting_into_long_names
 where 1 = 1
-{{ incremental_clause('_airbyte_emitted_at') }}
+{{ incremental_clause('_airbyte_emitted_at', this) }}
 

airbyte-integrations/bases/base-normalization/integration_tests/normalization_test_output/bigquery/test_nested_streams/models/generated/airbyte_ctes/test_normalization/nested_stream_with_complex_columns_resulting_into_long_names_partition_DATA_ab1.sql

@@ -18,5 +18,5 @@ from {{ ref('nested_stream_with_complex_columns_resulting_into_long_names_partit
 {{ cross_join_unnest('partition', 'DATA') }}
 where 1 = 1
 and DATA is not null
-{{ incremental_clause('_airbyte_emitted_at') }}
+{{ incremental_clause('_airbyte_emitted_at', this) }}
 

airbyte-integrations/bases/base-normalization/integration_tests/normalization_test_output/bigquery/test_nested_streams/models/generated/airbyte_ctes/test_normalization/nested_stream_with_complex_columns_resulting_into_long_names_partition_ab1.sql

@@ -17,5 +17,5 @@ from {{ ref('nested_stream_with_complex_columns_resulting_into_long_names_scd')
 -- partition at nested_stream_with_complex_columns_resulting_into_long_names/partition
 where 1 = 1
 and {{ adapter.quote('partition') }} is not null
-{{ incremental_clause('_airbyte_emitted_at') }}
+{{ incremental_clause('_airbyte_emitted_at', this) }}
 

airbyte-integrations/bases/base-normalization/integration_tests/normalization_test_output/bigquery/test_nested_streams/models/generated/airbyte_ctes/test_normalization/nested_stream_with_complex_columns_resulting_into_long_names_partition_double_array_data_ab1.sql

@@ -18,5 +18,5 @@ from {{ ref('nested_stream_with_complex_columns_resulting_into_long_names_partit
 {{ cross_join_unnest('partition', 'double_array_data') }}
 where 1 = 1
 and double_array_data is not null
-{{ incremental_clause('_airbyte_emitted_at') }}
+{{ incremental_clause('_airbyte_emitted_at', this) }}
 

airbyte-integrations/bases/base-normalization/integration_tests/normalization_test_output/bigquery/test_nested_streams/models/generated/airbyte_incremental/scd/test_normalization/nested_stream_with_complex_columns_resulting_into_long_names_scd.sql

@@ -3,10 +3,43 @@
     partition_by = {"field": "_airbyte_active_row", "data_type": "int64", "range": {"start": 0, "end": 1, "interval": 1}},
     unique_key = "_airbyte_unique_key_scd",
     schema = "test_normalization",
-    post_hook = ["drop view _airbyte_test_normalization.nested_stream_with_complex_columns_resulting_into_long_names_stg"],
+    post_hook = ["
+                    {%
+                    set final_table_relation = adapter.get_relation(
+                            database=this.database,
+                            schema=this.schema,
+                            identifier='nested_stream_with_complex_columns_resulting_into_long_names'
+                        )
+                    %}
+                    {#
+                    If the final table doesn't exist, then obviously we can't delete anything from it.
+                    Also, after a reset, the final table is created without the _airbyte_unique_key column (this column is created during the first sync)
+                    So skip this deletion if the column doesn't exist. (in this case, the table is guaranteed to be empty anyway)
+                    #}
+                    {%
+                    if final_table_relation is not none and '_airbyte_unique_key' in adapter.get_columns_in_relation(final_table_relation)|map(attribute='name')
+                    %}
+                    -- Delete records which are no longer active:
+                    -- The first subquery finds the most recent increment to the SCD table
+                    -- The second subquery finds, within that increment, the records which are still active
+                    -- We want to delete rows which are in that increment, but are not active
+                    delete from {{ final_table_relation }} final_table where final_table._airbyte_unique_key in (
+                        select _airbyte_unique_key
+                        from {{ this }}
+                        where 1 = 1 {{ incremental_clause('_airbyte_normalized_at', this.schema + '.' + adapter.quote('nested_stream_with_complex_columns_resulting_into_long_names')) }}
+                    ) and final_table._airbyte_unique_key not in (
+                        select _airbyte_unique_key
+                        from {{ this }}
+                        where _airbyte_active_row = 1 {{ incremental_clause('_airbyte_normalized_at', this.schema + '.' + adapter.quote('nested_stream_with_complex_columns_resulting_into_long_names')) }}
+                    )
+                    {% else %}
+                    -- We have to have a non-empty query, so just do a noop delete
+                    delete from {{ this }} where 1=0
+                    {% endif %}
+                    ","drop view _airbyte_test_normalization.nested_stream_with_complex_columns_resulting_into_long_names_stg"],
     tags = [ "top-level" ]
 ) }}
--- depends_on: ref('nested_stream_with_complex_columns_resulting_into_long_names_stg')
+-- depends on: ref('nested_stream_with_complex_columns_resulting_into_long_names_stg')
 with
 {% if is_incremental() %}
 new_data as (
@@ -16,7 +49,7 @@ new_data as (
     from {{ ref('nested_stream_with_complex_columns_resulting_into_long_names_stg')  }}
     -- nested_stream_with_complex_columns_resulting_into_long_names from {{ source('test_normalization', '_airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names') }}
     where 1 = 1
-    {{ incremental_clause('_airbyte_emitted_at') }}
+    {{ incremental_clause('_airbyte_emitted_at', this) }}
 ),
 new_data_ids as (
     -- build a subset of _airbyte_unique_key from rows that are new

airbyte-integrations/bases/base-normalization/integration_tests/normalization_test_output/bigquery/test_nested_streams/models/generated/airbyte_incremental/test_normalization/nested_stream_with_complex_columns_resulting_into_long_names.sql

@@ -20,5 +20,5 @@ from {{ ref('nested_stream_with_complex_columns_resulting_into_long_names_scd')
 -- nested_stream_with_complex_columns_resulting_into_long_names from {{ source('test_normalization', '_airbyte_raw_nested_stream_with_complex_columns_resulting_into_long_names') }}
 where 1 = 1
 and _airbyte_active_row = 1
-{{ incremental_clause('_airbyte_emitted_at') }}
+{{ incremental_clause('_airbyte_emitted_at', this) }}
 

airbyte-integrations/bases/base-normalization/integration_tests/normalization_test_output/bigquery/test_nested_streams/models/generated/airbyte_incremental/test_normalization/nested_stream_with_complex_columns_resulting_into_long_names_partition.sql

@@ -17,5 +17,5 @@ select
 from {{ ref('nested_stream_with_complex_columns_resulting_into_long_names_partition_ab3') }}
 -- partition at nested_stream_with_complex_columns_resulting_into_long_names/partition from {{ ref('nested_stream_with_complex_columns_resulting_into_long_names_scd') }}
 where 1 = 1
-{{ incremental_clause('_airbyte_emitted_at') }}
+{{ incremental_clause('_airbyte_emitted_at', this) }}