init

Makefile

@@ -0,0 +1,10 @@
+#!bin/bash
+
+push:
+	git add . && git commit -a -m "update" && git push
+
+run:
+	dbt deps --profiles-dir=. --project-dir=.
+    #dbt run --profiles-dir=. --project-dir=. --full-refresh
+	dbt run --profiles-dir=. --project-dir=. --full-refresh --select orders
+

README.md

@@ -1 +1,19 @@
-# dbt-selly
+## Installing dbt
+
+1. Activate your venv and run `pip3 install dbt`
+1. Copy `airbyte-normalization/sample_files/profiles.yml` over to `~/.dbt/profiles.yml`
+1. Edit to configure your profiles accordingly
+
+## Running dbt
+
+1. `cd airbyte-normalization`
+1. You can now run dbt commands, to check the setup is fine: `dbt debug`
+1. To build the dbt tables in your warehouse: `dbt run`
+
+## Running dbt from Airbyte generated config
+
+1. You can also change directory (`cd /tmp/dev_root/workspace/1/0/normalize` for example) to one of the workspace generated by Airbyte within one of the `normalize` folder.
+1. You should find `profiles.yml` and a bunch of other dbt files/folders created there.
+1. To check everything is setup properly: `dbt debug --profiles-dir=$(pwd) --project-dir=$(pwd)`
+1. You can modify the `.sql` files and run `dbt run --profiles-dir=$(pwd) --project-dir=$(pwd)` too
+1. You can inspect compiled dbt `.sql` files before they are run in the destination engine in `normalize/build/compiled` or `normalize/build/run` folders

dbt_project.yml

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+# 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'
+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 `source-paths` config, for example, states that source models can be found
+# in the "models/" directory. You probably won't need to change these!
+source-paths: ["models"]
+docs-paths: ["docs"]
+analysis-paths: ["analysis"]
+test-paths: ["tests"]
+data-paths: ["data"]
+macro-paths: ["macros"]
+
+target-path: "../build"  # directory which will store compiled SQL files
+log-path: "../logs"  # directory which will store DBT logs
+modules-path: "../dbt_modules"  # directory which will store external DBT dependencies
+
+clean-targets:         # directories to be removed by `dbt clean`
+    - "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 `source-paths` directory here.
+# Using these configurations, you can enable or disable models, change how they
+# are materialized, and more!
+models:
+  airbyte_utils:
+    +materialized: table
+    generated:
+      airbyte_ctes:
+        +tags: airbyte_internal_cte
+        +materialized: ephemeral
+      airbyte_incremental:
+        +tags: incremental_tables
+        +materialized: incremental
+        +on_schema_change: sync_all_columns
+      airbyte_tables:
+        +tags: normalized_tables
+        +materialized: table
+      airbyte_views:
+        +tags: airbyte_internal_views
+        +materialized: view
+
+dispatch:
+  - macro_namespace: dbt_utils
+    search_order: ['airbyte_utils', 'dbt_utils']

destination_config.json

@@ -0,0 +1 @@
+{"ssl":false,"host":"localhost","port":5555,"schema":"public","database":"selly_etl","password":"123","username":"selly","tunnel_method":{"tunnel_method":"NO_TUNNEL"}}

macros/cross_db_utils/array.sql

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+{#
+    Adapter Macros for the following functions:
+    - Bigquery: unnest() -> https://cloud.google.com/bigquery/docs/reference/standard-sql/arrays#flattening-arrays-and-repeated-fields
+    - Snowflake: flatten() -> https://docs.snowflake.com/en/sql-reference/functions/flatten.html
+    - Redshift: -> https://blog.getdbt.com/how-to-unnest-arrays-in-redshift/
+    - postgres: unnest() -> https://www.postgresqltutorial.com/postgresql-array/
+    - MSSQL: openjson() –> https://docs.microsoft.com/en-us/sql/relational-databases/json/validate-query-and-change-json-data-with-built-in-functions-sql-server?view=sql-server-ver15
+#}
+
+{# cross_join_unnest -------------------------------------------------     #}
+
+{% macro cross_join_unnest(stream_name, array_col) -%}
+  {{ adapter.dispatch('cross_join_unnest')(stream_name, array_col) }}
+{%- endmacro %}
+
+{% macro default__cross_join_unnest(stream_name, array_col) -%}
+    {% do exceptions.warn("Undefined macro cross_join_unnest for this destination engine") %}
+{%- endmacro %}
+
+{% macro bigquery__cross_join_unnest(stream_name, array_col) -%}
+    cross join unnest({{ array_col }}) as {{ array_col }}
+{%- endmacro %}
+
+{% macro oracle__cross_join_unnest(stream_name, array_col) -%}
+    {% do exceptions.warn("Normalization does not support unnesting for Oracle yet.") %}
+{%- endmacro %}
+
+{% macro postgres__cross_join_unnest(stream_name, array_col) -%}
+    cross join jsonb_array_elements(
+        case jsonb_typeof({{ array_col }})
+        when 'array' then {{ array_col }}
+        else '[]' end
+    ) as _airbyte_nested_data
+{%- endmacro %}
+
+{% macro mysql__cross_join_unnest(stream_name, array_col) -%}
+    left join joined on _airbyte_{{ stream_name }}_hashid = joined._airbyte_hashid
+{%- endmacro %}
+
+{% macro redshift__cross_join_unnest(stream_name, array_col) -%}
+    left join joined on _airbyte_{{ stream_name }}_hashid = joined._airbyte_hashid
+{%- endmacro %}
+
+{% macro snowflake__cross_join_unnest(stream_name, array_col) -%}
+    cross join table(flatten({{ array_col }})) as {{ array_col }}
+{%- endmacro %}
+
+{% macro sqlserver__cross_join_unnest(stream_name, array_col) -%}
+{# https://docs.microsoft.com/en-us/sql/relational-databases/json/convert-json-data-to-rows-and-columns-with-openjson-sql-server?view=sql-server-ver15#option-1---openjson-with-the-default-output #}
+    CROSS APPLY (
+	    SELECT [value] = CASE
+			WHEN [type] = 4 THEN (SELECT [value] FROM OPENJSON([value]))
+			WHEN [type] = 5 THEN [value]
+			END
+	    FROM OPENJSON({{ array_col }})
+    ) AS {{ array_col }}
+{%- endmacro %}
+
+{# unnested_column_value -- this macro is related to unnest_cte #}
+
+{% macro unnested_column_value(column_col) -%}
+  {{ adapter.dispatch('unnested_column_value')(column_col) }}
+{%- endmacro %}
+
+{% macro default__unnested_column_value(column_col) -%}
+    {{ column_col }}
+{%- endmacro %}
+
+{% macro postgres__unnested_column_value(column_col) -%}
+    _airbyte_nested_data
+{%- endmacro %}
+
+{% macro snowflake__unnested_column_value(column_col) -%}
+    {{ column_col }}.value
+{%- endmacro %}
+
+{% macro redshift__unnested_column_value(column_col) -%}
+    _airbyte_nested_data
+{%- endmacro %}
+
+{% macro mysql__unnested_column_value(column_col) -%}
+    _airbyte_nested_data
+{%- endmacro %}
+
+{% macro oracle__unnested_column_value(column_col) -%}
+    {{ column_col }}
+{%- endmacro %}
+
+{% macro sqlserver__unnested_column_value(column_col) -%}
+    {# unnested array/sub_array will be located in `value` column afterwards, we need to address to it #}
+    {{ column_col }}.value
+{%- endmacro %}
+
+{# unnest_cte -------------------------------------------------     #}
+
+{% macro unnest_cte(from_table, stream_name, column_col) -%}
+  {{ adapter.dispatch('unnest_cte')(from_table, stream_name, column_col) }}
+{%- endmacro %}
+
+{% macro default__unnest_cte(from_table, stream_name, column_col) -%}{%- endmacro %}
+
+{# -- based on https://blog.getdbt.com/how-to-unnest-arrays-in-redshift/ #}
+{% macro redshift__unnest_cte(from_table, stream_name, column_col) -%}
+    {%- if not execute -%}
+        {{ return('') }}
+    {% endif %}
+    {%- call statement('max_json_array_length', fetch_result=True) -%}
+        with max_value as (
+            select max(json_array_length({{ column_col }}, true)) as max_number_of_items
+            from {{ from_table }}
+        )
+        select
+            case when max_number_of_items is not null and max_number_of_items > 1
+            then max_number_of_items
+            else 1 end as max_number_of_items
+        from max_value
+    {%- endcall -%}
+    {%- set max_length = load_result('max_json_array_length') -%}
+with numbers as (
+    {{dbt_utils.generate_series(max_length["data"][0][0])}}
+),
+joined as (
+    select
+        _airbyte_{{ stream_name }}_hashid as _airbyte_hashid,
+        json_extract_array_element_text({{ column_col }}, numbers.generated_number::int - 1, true) as _airbyte_nested_data
+    from {{ from_table }}
+    cross join numbers
+    -- only generate the number of records in the cross join that corresponds
+    -- to the number of items in {{ from_table }}.{{ column_col }}
+    where numbers.generated_number <= json_array_length({{ column_col }}, true)
+)
+{%- endmacro %}
+
+{% macro mysql__unnest_cte(from_table, stream_name, column_col) -%}
+    {%- if not execute -%}
+        {{ return('') }}
+    {% endif %}
+
+    {%- call statement('max_json_array_length', fetch_result=True) -%}
+        with max_value as (
+            select max(json_length({{ column_col }})) as max_number_of_items
+            from {{ from_table }}
+        )
+        select
+            case when max_number_of_items is not null and max_number_of_items > 1
+            then max_number_of_items
+            else 1 end as max_number_of_items
+        from max_value
+    {%- endcall -%}
+
+    {%- set max_length = load_result('max_json_array_length') -%}
+    with numbers as (
+        {{ dbt_utils.generate_series(max_length["data"][0][0]) }}
+    ),
+    joined as (
+        select
+            _airbyte_{{ stream_name }}_hashid as _airbyte_hashid,
+            {# -- json_extract(column_col, '$[i][0]') as _airbyte_nested_data #}
+            json_extract({{ column_col }}, concat("$[", numbers.generated_number - 1, "][0]")) as _airbyte_nested_data
+        from {{ from_table }}
+        cross join numbers
+        -- only generate the number of records in the cross join that corresponds
+        -- to the number of items in {{ from_table }}.{{ column_col }}
+        where numbers.generated_number <= json_length({{ column_col }})
+    )
+{%- endmacro %}

macros/cross_db_utils/concat.sql

@@ -0,0 +1,23 @@
+{#
+    concat in dbt 0.6.4 used to work fine for bigquery but the new implementaion in 0.7.3 is less scalable (can not handle too many columns)
+    Therefore, we revert the implementation here and add versions for missing destinations
+#}
+
+{% macro concat(fields) -%}
+  {{ adapter.dispatch('concat')(fields) }}
+{%- endmacro %}
+
+{% macro bigquery__concat(fields) -%}
+    {#-- concat() in SQL bigquery scales better with number of columns than using the '||' operator --#}
+    concat({{ fields|join(', ') }})
+{%- endmacro %}
+
+{% macro sqlserver__concat(fields) -%}
+    {#-- CONCAT() in SQL SERVER accepts from 2 to 254 arguments, we use batches for the main concat, to overcome the limit. --#}
+    {% set concat_chunks = [] %}
+    {% for chunk in fields|batch(253) -%}
+        {% set _ = concat_chunks.append( "concat(" ~ chunk|join(', ') ~ ",'')" ) %}
+    {% endfor %}
+
+    concat({{ concat_chunks|join(', ') }}, '')
+{%- endmacro %}

macros/cross_db_utils/current_timestamp.sql

@@ -0,0 +1,7 @@
+{% macro mysql__current_timestamp() %}
+    CURRENT_TIMESTAMP
+{% endmacro %}
+
+{% macro oracle__current_timestamp() %}
+    CURRENT_TIMESTAMP
+{% endmacro %}

macros/cross_db_utils/datatypes.sql

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+{# json  -------------------------------------------------     #}
+
+{%- macro type_json() -%}
+  {{ adapter.dispatch('type_json')() }}
+{%- endmacro -%}
+
+{% macro default__type_json() %}
+    string
+{% endmacro %}
+
+{%- macro redshift__type_json() -%}
+    varchar
+{%- endmacro -%}
+
+{% macro postgres__type_json() %}
+    jsonb
+{% endmacro %}
+
+{%- macro oracle__type_json() -%}
+    varchar2(4000)
+{%- endmacro -%}
+
+{% macro snowflake__type_json() %}
+    variant
+{% endmacro %}
+
+{%- macro mysql__type_json() -%}
+    json
+{%- endmacro -%}
+
+{%- macro sqlserver__type_json() -%}
+    VARCHAR(max)
+{%- endmacro -%}
+
+{% macro clickhouse__type_json() %}
+    String
+{% endmacro %}
+
+
+{# string ------------------------------------------------- #}
+
+{%- macro mysql__type_string() -%}
+    char
+{%- endmacro -%}
+
+{%- macro oracle__type_string() -%}
+    varchar2(4000)
+{%- endmacro -%}
+
+{% macro sqlserver__type_string() %}
+    VARCHAR(max)
+{%- endmacro -%}
+
+{%- macro clickhouse__type_string() -%}
+    String
+{%- endmacro -%}
+
+
+{# float ------------------------------------------------- #}
+{% macro mysql__type_float() %}
+    float
+{% endmacro %}
+
+{% macro oracle__type_float() %}
+    float
+{% endmacro %}
+
+{% macro clickhouse__type_float() %}
+    Float64
+{% endmacro %}
+
+
+{# int  ------------------------------------------------- #}
+{% macro default__type_int() %}
+    signed
+{% endmacro %}
+
+{% macro oracle__type_int() %}
+    int
+{% endmacro %}
+
+{% macro clickhouse__type_int() %}
+    INT
+{% endmacro %}
+
+
+{# bigint ------------------------------------------------- #}
+{% macro mysql__type_bigint() %}
+    signed
+{% endmacro %}
+
+{% macro oracle__type_bigint() %}
+    numeric
+{% endmacro %}
+
+{% macro clickhouse__type_bigint() %}
+    BIGINT
+{% endmacro %}
+
+
+{# numeric ------------------------------------------------- --#}
+{% macro mysql__type_numeric() %}
+    float
+{% endmacro %}
+
+{% macro clickhouse__type_numeric() %}
+    Float64
+{% endmacro %}
+
+
+{# timestamp ------------------------------------------------- --#}
+{% macro mysql__type_timestamp() %}
+    time
+{% endmacro %}
+
+{%- macro sqlserver__type_timestamp() -%}
+    {#-- in TSQL timestamp is really datetime --#}
+    {#-- https://docs.microsoft.com/en-us/sql/t-sql/functions/date-and-time-data-types-and-functions-transact-sql?view=sql-server-ver15#DateandTimeDataTypes --#}
+    datetime
+{%- endmacro -%}
+
+{% macro clickhouse__type_timestamp() %}
+    DateTime64
+{% endmacro %}
+
+
+{# timestamp with time zone  -------------------------------------------------     #}
+
+{%- macro type_timestamp_with_timezone() -%}
+  {{ adapter.dispatch('type_timestamp_with_timezone')() }}
+{%- endmacro -%}
+
+{% macro default__type_timestamp_with_timezone() %}
+    timestamp with time zone
+{% endmacro %}
+
+{% macro bigquery__type_timestamp_with_timezone() %}
+    timestamp
+{% endmacro %}
+
+{#-- MySQL doesnt allow cast operation to work with TIMESTAMP so we have to use char --#}
+{%- macro mysql__type_timestamp_with_timezone() -%}
+    char
+{%- endmacro -%}
+
+{% macro oracle__type_timestamp_with_timezone() %}
+    varchar2(4000)
+{% endmacro %}
+
+{%- macro sqlserver__type_timestamp_with_timezone() -%}
+    {#-- in TSQL timestamp is really datetime or datetime2 --#}
+    {#-- https://docs.microsoft.com/en-us/sql/t-sql/functions/date-and-time-data-types-and-functions-transact-sql?view=sql-server-ver15#DateandTimeDataTypes --#}
+    datetime
+{%- endmacro -%}
+
+{% macro clickhouse__type_timestamp_with_timezone() %}
+    DateTime64
+{% endmacro %}
+
+
+{# date  -------------------------------------------------     #}
+
+{%- macro type_date() -%}
+  {{ adapter.dispatch('type_date')() }}
+{%- endmacro -%}
+
+{% macro default__type_date() %}
+    date
+{% endmacro %}
+
+{% macro oracle__type_date() %}
+    varchar2(4000)
+{% endmacro %}
+
+{%- macro sqlserver__type_date() -%}
+    date
+{%- endmacro -%}
+
+{% macro clickhouse__type_date() %}
+    Date
+{% endmacro %}

macros/cross_db_utils/except.sql

@@ -0,0 +1,7 @@
+{% macro mysql__except() %}
+    {% do exceptions.warn("MySQL does not support EXCEPT operator") %}
+{% endmacro %}
+
+{% macro oracle__except() %}
+    minus
+{% endmacro %}

macros/cross_db_utils/hash.sql

@@ -0,0 +1,5 @@
+{# converting hash in varchar _macro #}
+
+{% macro sqlserver__hash(field) -%}
+    convert(varchar(32), HashBytes('md5',  coalesce(cast({{field}} as {{dbt_utils.type_string()}}), '')), 2)
+{%- endmacro %}

macros/cross_db_utils/json_operations.sql

@@ -0,0 +1,226 @@
+{#
+    Adapter Macros for the following functions:
+    - Bigquery: JSON_EXTRACT(json_string_expr, json_path_format) -> https://cloud.google.com/bigquery/docs/reference/standard-sql/json_functions
+    - Snowflake: JSON_EXTRACT_PATH_TEXT( <column_identifier> , '<path_name>' ) -> https://docs.snowflake.com/en/sql-reference/functions/json_extract_path_text.html
+    - Redshift: json_extract_path_text('json_string', 'path_elem' [,'path_elem'[, ...] ] [, null_if_invalid ] ) -> https://docs.aws.amazon.com/redshift/latest/dg/JSON_EXTRACT_PATH_TEXT.html
+    - Postgres: json_extract_path_text(<from_json>, 'path' [, 'path' [, ...}}) -> https://www.postgresql.org/docs/12/functions-json.html
+    - MySQL: JSON_EXTRACT(json_doc, 'path' [, 'path'] ...) -> https://dev.mysql.com/doc/refman/8.0/en/json-search-functions.html
+    - ClickHouse: JSONExtractString(json_doc, 'path' [, 'path'] ...) -> https://clickhouse.com/docs/en/sql-reference/functions/json-functions/
+#}
+
+{# format_json_path --------------------------------------------------     #}
+{% macro format_json_path(json_path_list) -%}
+    {{ adapter.dispatch('format_json_path')(json_path_list) }}
+{%- endmacro %}
+
+{% macro default__format_json_path(json_path_list) -%}
+    {{ '.' ~ json_path_list|join('.') }}
+{%- endmacro %}
+
+{% macro oracle__format_json_path(json_path_list) -%}
+  {{ '\'$."' ~ json_path_list|join('."') ~ '"\'' }}
+{%- endmacro %}
+
+{% macro bigquery__format_json_path(json_path_list) -%}
+    {%- set str_list = [] -%}
+    {%- for json_path in json_path_list -%}
+        {%- if str_list.append(json_path.replace('"', '\\"')) -%} {%- endif -%}
+    {%- endfor -%}
+    {{ '"$[\'' ~ str_list|join('\'][\'') ~ '\']"' }}
+{%- endmacro %}
+
+{% macro postgres__format_json_path(json_path_list) -%}
+    {%- set str_list = [] -%}
+    {%- for json_path in json_path_list -%}
+        {%- if str_list.append(json_path.replace("'", "''")) -%} {%- endif -%}
+    {%- endfor -%}
+    {{ "'" ~ str_list|join("','") ~ "'" }}
+{%- endmacro %}
+
+{% macro mysql__format_json_path(json_path_list) -%}
+    {# -- '$."x"."y"."z"' #}
+    {{ "'$.\"" ~ json_path_list|join(".") ~ "\"'" }}
+{%- endmacro %}
+
+{% macro redshift__format_json_path(json_path_list) -%}
+    {%- set str_list = [] -%}
+    {%- for json_path in json_path_list -%}
+        {%- if str_list.append(json_path.replace("'", "''")) -%} {%- endif -%}
+    {%- endfor -%}
+    {{ "'" ~ str_list|join("','") ~ "'" }}
+{%- endmacro %}
+
+{% macro snowflake__format_json_path(json_path_list) -%}
+    {%- set str_list = [] -%}
+    {%- for json_path in json_path_list -%}
+        {%- if str_list.append(json_path.replace("'", "''").replace('"', '""')) -%} {%- endif -%}
+    {%- endfor -%}
+    {{ "'\"" ~ str_list|join('"."') ~ "\"'" }}
+{%- endmacro %}
+
+{% macro sqlserver__format_json_path(json_path_list) -%}
+    {# -- '$."x"."y"."z"' #}
+    {%- set str_list = [] -%}
+    {%- for json_path in json_path_list -%}
+        {%- if str_list.append(json_path.replace("'", "''").replace('"', '\\"')) -%} {%- endif -%}
+    {%- endfor -%}
+    {{ "'$.\"" ~ str_list|join(".") ~ "\"'" }}
+{%- endmacro %}
+
+{% macro clickhouse__format_json_path(json_path_list) -%}
+    {%- set str_list = [] -%}
+    {%- for json_path in json_path_list -%}
+        {%- if str_list.append(json_path.replace("'", "''").replace('"', '\\"')) -%} {%- endif -%}
+    {%- endfor -%}
+    {{ "'" ~ str_list|join("','") ~ "'" }}
+{%- endmacro %}
+
+{# json_extract -------------------------------------------------     #}
+
+{% macro json_extract(from_table, json_column, json_path_list, normalized_json_path) -%}
+    {{ adapter.dispatch('json_extract')(from_table, json_column, json_path_list, normalized_json_path) }}
+{%- endmacro %}
+
+{% macro default__json_extract(from_table, json_column, json_path_list, normalized_json_path) -%}
+    json_extract({{ from_table}}.{{ json_column }}, {{ format_json_path(json_path_list) }})
+{%- endmacro %}
+
+{% macro oracle__json_extract(from_table, json_column, json_path_list, normalized_json_path) -%}
+    json_value({{ json_column }}, {{ format_json_path(normalized_json_path) }})
+{%- endmacro %}
+
+{% macro bigquery__json_extract(from_table, json_column, json_path_list, normalized_json_path) -%}
+    {%- if from_table|string() == '' %}
+        json_extract({{ json_column }}, {{ format_json_path(normalized_json_path) }})
+    {% else %}
+        json_extract({{ from_table}}.{{ json_column }}, {{ format_json_path(normalized_json_path) }})
+    {% endif -%}
+{%- endmacro %}
+
+{% macro postgres__json_extract(from_table, json_column, json_path_list, normalized_json_path) -%}
+    {%- if from_table|string() == '' %}
+        jsonb_extract_path({{ json_column }}, {{ format_json_path(json_path_list) }})
+    {% else %}
+        jsonb_extract_path({{ from_table }}.{{ json_column }}, {{ format_json_path(json_path_list) }})
+    {% endif -%}
+{%- endmacro %}
+
+{% macro mysql__json_extract(from_table, json_column, json_path_list, normalized_json_path) -%}
+    {%- if from_table|string() == '' %}
+        json_extract({{ json_column }}, {{ format_json_path(normalized_json_path) }})
+    {% else %}
+        json_extract({{ from_table }}.{{ json_column }}, {{ format_json_path(normalized_json_path) }})
+    {% endif -%}
+{%- endmacro %}
+
+{% macro redshift__json_extract(from_table, json_column, json_path_list, normalized_json_path) -%}
+    {%- if from_table|string() == '' %}
+        case when json_extract_path_text({{ json_column }}, {{ format_json_path(json_path_list) }}, true) != '' then json_extract_path_text({{ json_column }}, {{ format_json_path(json_path_list) }}, true) end
+    {% else %}
+        case when json_extract_path_text({{ from_table }}.{{ json_column }}, {{ format_json_path(json_path_list) }}, true) != '' then json_extract_path_text({{ from_table }}.{{ json_column }}, {{ format_json_path(json_path_list) }}, true) end
+    {% endif -%}
+{%- endmacro %}
+
+{% macro snowflake__json_extract(from_table, json_column, json_path_list, normalized_json_path) -%}
+    {%- if from_table|string() == '' %}
+        get_path(parse_json({{ json_column }}), {{ format_json_path(json_path_list) }})
+    {% else %}
+        get_path(parse_json({{ from_table }}.{{ json_column }}), {{ format_json_path(json_path_list) }})
+    {% endif -%}
+{%- endmacro %}
+
+{% macro sqlserver__json_extract(from_table, json_column, json_path_list, normalized_json_path) -%}
+    json_query({{ json_column }}, {{ format_json_path(json_path_list) }})
+{%- endmacro %}
+
+{% macro clickhouse__json_extract(from_table, json_column, json_path_list, normalized_json_path) -%}
+    {%- if from_table|string() == '' %}
+        JSONExtractRaw({{ json_column }}, {{ format_json_path(json_path_list) }})
+    {% else %}
+        JSONExtractRaw({{ from_table }}.{{ json_column }}, {{ format_json_path(json_path_list) }})
+    {% endif -%}
+{%- endmacro %}
+
+{# json_extract_scalar -------------------------------------------------     #}
+
+{% macro json_extract_scalar(json_column, json_path_list, normalized_json_path) -%}
+    {{ adapter.dispatch('json_extract_scalar')(json_column, json_path_list, normalized_json_path) }}
+{%- endmacro %}
+
+{% macro default__json_extract_scalar(json_column, json_path_list, normalized_json_path) -%}
+    json_extract_scalar({{ json_column }}, {{ format_json_path(json_path_list) }})
+{%- endmacro %}
+
+{% macro oracle__json_extract_scalar(json_column, json_path_list, normalized_json_path) -%}
+    json_value({{ json_column }}, {{ format_json_path(normalized_json_path) }})
+{%- endmacro %}
+
+{% macro bigquery__json_extract_scalar(json_column, json_path_list, normalized_json_path) -%}
+    json_extract_scalar({{ json_column }}, {{ format_json_path(normalized_json_path) }})
+{%- endmacro %}
+
+{% macro postgres__json_extract_scalar(json_column, json_path_list, normalized_json_path) -%}
+    jsonb_extract_path_text({{ json_column }}, {{ format_json_path(json_path_list) }})
+{%- endmacro %}
+
+{% macro mysql__json_extract_scalar(json_column, json_path_list, normalized_json_path) -%}
+    json_value({{ json_column }}, {{ format_json_path(normalized_json_path) }})
+{%- endmacro %}
+
+{% macro redshift__json_extract_scalar(json_column, json_path_list, normalized_json_path) -%}
+    case when json_extract_path_text({{ json_column }}, {{ format_json_path(json_path_list) }}, true) != '' then json_extract_path_text({{ json_column }}, {{ format_json_path(json_path_list) }}, true) end
+{%- endmacro %}
+
+{% macro snowflake__json_extract_scalar(json_column, json_path_list, normalized_json_path) -%}
+    to_varchar(get_path(parse_json({{ json_column }}), {{ format_json_path(json_path_list) }}))
+{%- endmacro %}
+
+{% macro sqlserver__json_extract_scalar(json_column, json_path_list, normalized_json_path) -%}
+    json_value({{ json_column }}, {{ format_json_path(json_path_list) }})
+{%- endmacro %}
+
+{% macro clickhouse__json_extract_scalar(json_column, json_path_list, normalized_json_path) -%}
+    JSONExtractRaw({{ json_column }}, {{ format_json_path(json_path_list) }})
+{%- endmacro %}
+
+{# json_extract_array -------------------------------------------------     #}
+
+{% macro json_extract_array(json_column, json_path_list, normalized_json_path) -%}
+    {{ adapter.dispatch('json_extract_array')(json_column, json_path_list, normalized_json_path) }}
+{%- endmacro %}
+
+{% macro default__json_extract_array(json_column, json_path_list, normalized_json_path) -%}
+    json_extract_array({{ json_column }}, {{ format_json_path(json_path_list) }})
+{%- endmacro %}
+
+{% macro oracle__json_extract_array(json_column, json_path_list, normalized_json_path) -%}
+    json_value({{ json_column }}, {{ format_json_path(normalized_json_path) }})
+{%- endmacro %}
+
+{% macro bigquery__json_extract_array(json_column, json_path_list, normalized_json_path) -%}
+    json_extract_array({{ json_column }}, {{ format_json_path(normalized_json_path) }})
+{%- endmacro %}
+
+{% macro postgres__json_extract_array(json_column, json_path_list, normalized_json_path) -%}
+    jsonb_extract_path({{ json_column }}, {{ format_json_path(json_path_list) }})
+{%- endmacro %}
+
+{% macro mysql__json_extract_array(json_column, json_path_list, normalized_json_path) -%}
+    json_extract({{ json_column }}, {{ format_json_path(normalized_json_path) }})
+{%- endmacro %}
+
+{% macro redshift__json_extract_array(json_column, json_path_list, normalized_json_path) -%}
+    json_extract_path_text({{ json_column }}, {{ format_json_path(json_path_list) }}, true)
+{%- endmacro %}
+
+{% macro snowflake__json_extract_array(json_column, json_path_list, normalized_json_path) -%}
+    get_path(parse_json({{ json_column }}), {{ format_json_path(json_path_list) }})
+{%- endmacro %}
+
+{% macro sqlserver__json_extract_array(json_column, json_path_list, normalized_json_path) -%}
+    json_query({{ json_column }}, {{ format_json_path(json_path_list) }})
+{%- endmacro %}
+
+{% macro clickhouse__json_extract_array(json_column, json_path_list, normalized_json_path) -%}
+    JSONExtractArrayRaw({{ json_column }}, {{ format_json_path(json_path_list) }})
+{%- endmacro %}

macros/cross_db_utils/quote.sql

@@ -0,0 +1,16 @@
+{# quote  ----------------------------------     #}
+{% macro quote(column_name) -%}
+  {{ adapter.dispatch('quote')(column_name) }}
+{%- endmacro %}
+
+{% macro default__quote(column_name) -%}
+  adapter.quote(column_name)
+{%- endmacro %}
+
+{% macro oracle__quote(column_name) -%}
+  {{ '\"' ~ column_name ~ '\"'}}
+{%- endmacro %}
+
+{% macro clickhouse__quote(column_name) -%}
+  {{ '\"' ~ column_name ~ '\"'}}
+{%- endmacro %}

macros/cross_db_utils/surrogate_key.sql

@@ -0,0 +1,25 @@
+{# surrogate_key  ----------------------------------     #}
+
+{% macro oracle__surrogate_key(field_list) -%}
+    ora_hash(
+        {%- for field in field_list %}
+            {% if not loop.last %}
+                {{ field }} || '~' ||
+            {% else %}
+                {{ field }}
+            {% endif %}
+        {%- endfor %}
+    )
+{%- endmacro %}
+
+{% macro clickhouse__surrogate_key(field_list) -%}
+    assumeNotNull(hex(MD5(
+        {%- for field in field_list %}
+            {% if not loop.last %}
+                toString({{ field }}) || '~' ||
+            {% else %}
+                toString({{ field }})
+            {% endif %}
+        {%- endfor %}
+    )))
+{%- endmacro %}

macros/cross_db_utils/type_conversions.sql

@@ -0,0 +1,67 @@
+
+{# boolean_to_string -------------------------------------------------     #}
+{% macro boolean_to_string(boolean_column) -%}
+  {{ adapter.dispatch('boolean_to_string')(boolean_column) }}
+{%- endmacro %}
+
+{% macro default__boolean_to_string(boolean_column) -%}
+    {{ boolean_column }}
+{%- endmacro %}
+
+{% macro redshift__boolean_to_string(boolean_column) -%}
+    case when {{ boolean_column }} then 'true' else 'false' end
+{%- endmacro %}
+
+{# array_to_string -------------------------------------------------     #}
+{% macro array_to_string(array_column) -%}
+  {{ adapter.dispatch('array_to_string')(array_column) }}
+{%- endmacro %}
+
+{% macro default__array_to_string(array_column) -%}
+    {{ array_column }}
+{%- endmacro %}
+
+{% macro bigquery__array_to_string(array_column) -%}
+    array_to_string({{ array_column }}, "|", "")
+{%- endmacro %}
+
+{% macro oracle__array_to_string(array_column) -%}
+    cast({{ array_column }} as varchar2(4000))
+{%- endmacro %}
+
+{% macro sqlserver__array_to_string(array_column) -%}
+    cast({{ array_column }} as {{dbt_utils.type_string()}})
+{%- endmacro %}
+
+{# cast_to_boolean -------------------------------------------------     #}
+{% macro cast_to_boolean(field) -%}
+    {{ adapter.dispatch('cast_to_boolean')(field) }}
+{%- endmacro %}
+
+{% macro default__cast_to_boolean(field) -%}
+    cast({{ field }} as boolean)
+{%- endmacro %}
+
+{# -- MySQL does not support cast function converting string directly to boolean (an alias of tinyint(1), https://dev.mysql.com/doc/refman/8.0/en/cast-functions.html#function_cast #}
+{% macro mysql__cast_to_boolean(field) -%}
+    IF(lower({{ field }}) = 'true', true, false)
+{%- endmacro %}
+
+{# -- Redshift does not support converting string directly to boolean, it must go through int first #}
+{% macro redshift__cast_to_boolean(field) -%}
+    cast(decode({{ field }}, 'true', '1', 'false', '0')::integer as boolean)
+{%- endmacro %}
+
+{# -- MS SQL Server does not support converting string directly to boolean, it must be casted as bit #}
+{% macro sqlserver__cast_to_boolean(field) -%}
+    cast({{ field }} as bit)
+{%- endmacro %}
+
+{# empty_string_to_null -------------------------------------------------     #}
+{% macro empty_string_to_null(field) -%}
+    {{ return(adapter.dispatch('empty_string_to_null')(field)) }}
+{%- endmacro %}
+
+{%- macro default__empty_string_to_null(field) -%}
+    nullif({{ field }}, '')
+{%- endmacro %}

macros/get_custom_schema.sql

@@ -0,0 +1,4 @@
+-- see https://docs.getdbt.com/docs/building-a-dbt-project/building-models/using-custom-schemas/#an-alternative-pattern-for-generating-schema-names
+{% macro generate_schema_name(custom_schema_name, node) -%}
+    {{ generate_schema_name_for_env(custom_schema_name, node) }}
+{%- endmacro %}

macros/incremental.sql

@@ -0,0 +1,51 @@
+{#
+    These macros control how incremental models are updated in Airbyte's normalization step
+    - get_max_normalized_cursor retrieve the value of the last normalized data
+    - 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) }}
+{%- endmacro %}
+
+{%- macro default__incremental_clause(col_emitted_at) -%}
+{% 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 }}),
+    {# -- 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) -%}
+{% if is_incremental() %}
+    {% if get_max_normalized_cursor(col_emitted_at) %}
+and cast({{ col_emitted_at }} as {{ type_timestamp_with_timezone() }}) >=
+    cast('{{ get_max_normalized_cursor(col_emitted_at) }}' as {{ type_timestamp_with_timezone() }})
+    {% endif %}
+{% endif %}
+{%- endmacro -%}
+
+{%- macro sqlserver__incremental_clause(col_emitted_at) -%}
+{% if is_incremental() %}
+and ((select max(cast({{ col_emitted_at }} as {{ type_timestamp_with_timezone() }})) from {{ this }}) 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 }}))
+{% endif %}
+{%- endmacro -%}
+
+{% macro get_max_normalized_cursor(col_emitted_at) %}
+{% 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 }}
+     {% endset %}
+     {% set max_cursor = run_query(query).columns[0][0] %}
+     {% do return(max_cursor) %}
+ {% else %}
+    {% do return(env_var('INCREMENTAL_CURSOR')) %}
+ {% endif %}
+{% endif %}
+{% endmacro %}

macros/schema_tests/equal_rowcount.sql

@@ -0,0 +1,34 @@
+{% macro oracle__test_equal_rowcount(model, compare_model) %}
+
+{#-- Needs to be set at parse time, before we return '' below --#}
+{{ config(fail_calc = 'coalesce(diff_count, 0)') }}
+
+{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}
+{%- if not execute -%}
+    {{ return('') }}
+{% endif %}
+
+with a as (
+
+    select count(*) as count_a from {{ model }}
+
+),
+b as (
+
+    select count(*) as count_b from {{ compare_model }}
+
+),
+final as (
+
+    select
+        count_a,
+        count_b,
+        abs(count_a - count_b) as diff_count
+    from a
+    cross join b
+
+)
+
+select diff_count from final
+
+{% endmacro %}

macros/schema_tests/equality.sql

@@ -0,0 +1,107 @@
+{#
+-- Adapted from https://github.com/dbt-labs/dbt-utils/blob/0-19-0-updates/macros/schema_tests/equality.sql
+-- dbt-utils version: 0.6.4
+-- This macro needs to be updated accordingly when dbt-utils is upgraded.
+-- This is needed because MySQL does not support the EXCEPT operator!
+#}
+
+{% macro mysql__test_equality(model, compare_model, compare_columns=None) %}
+
+    {%- if not execute -%}
+        {{ return('') }}
+    {% endif %}
+
+    {%- do dbt_utils._is_relation(model, 'test_equality') -%}
+
+    {%- if not compare_columns -%}
+        {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}
+        {%- set compare_columns = adapter.get_columns_in_relation(model) | map(attribute='quoted') -%}
+    {%- endif -%}
+
+    {% set compare_cols_csv = compare_columns | join(', ') %}
+
+    with a as (
+        select * from {{ model }}
+    ),
+
+    b as (
+        select * from {{ compare_model }}
+    ),
+
+    a_minus_b as (
+        select {{ compare_cols_csv }} from a
+        where ({{ compare_cols_csv }}) not in
+            (select {{ compare_cols_csv }} from b)
+    ),
+
+    b_minus_a as (
+        select {{ compare_cols_csv }} from b
+        where ({{ compare_cols_csv }}) not in
+            (select {{ compare_cols_csv }} from a)
+    ),
+
+    unioned as (
+        select * from a_minus_b
+        union all
+        select * from b_minus_a
+    ),
+
+    final as (
+        select (select count(*) from unioned) +
+        (select abs(
+            (select count(*) from a_minus_b) -
+            (select count(*) from b_minus_a)
+            ))
+        as count
+    )
+
+    select count from final
+
+{% endmacro %}
+
+{% macro oracle__test_equality(model) %}
+    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}
+    {%- if not execute -%}
+        {{ return('') }}
+    {% endif %}
+
+    -- setup
+    {%- do dbt_utils._is_relation(model, 'test_equality') -%}
+
+    {#-
+    If the compare_cols arg is provided, we can run this test without querying the
+    information schema — this allows the model to be an ephemeral model
+    -#}
+    {%- set compare_columns = kwargs.get('compare_columns', None) -%}
+
+    {%- if not compare_columns -%}
+        {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}
+        {%- set compare_columns = adapter.get_columns_in_relation(model) | map(attribute='quoted') -%}
+    {%- endif -%}
+
+    {% set compare_model = kwargs.get('compare_model', kwargs.get('arg')) %}
+    {% set compare_cols_csv = compare_columns | join(', ') %}
+
+    with a as (
+        select * from {{ model }}
+    ),
+    b as (
+        select * from {{ compare_model }}
+    ),
+    a_minus_b as (
+        select {{compare_cols_csv}} from a
+        {{ dbt_utils.except() }}
+        select {{compare_cols_csv}} from b
+    ),
+    b_minus_a as (
+        select {{compare_cols_csv}} from b
+        {{ dbt_utils.except() }}
+        select {{compare_cols_csv}} from a
+    ),
+    unioned as (
+        select * from a_minus_b
+        union all
+        select * from b_minus_a
+    )
+    select count(*) from unioned
+{% endmacro %}

macros/should_full_refresh.sql

@@ -0,0 +1,51 @@
+{#
+    This overrides the behavior of the macro `should_full_refresh` so full refresh are triggered if:
+    - the dbt cli is run with --full-refresh flag or the model is configured explicitly to full_refresh
+    - the column _airbyte_ab_id does not exists in the normalized tables and make sure it is well populated.
+#}
+
+{%- macro need_full_refresh(col_ab_id, target_table=this) -%}
+    {%- if not execute -%}
+        {{ return(false) }}
+    {%- endif -%}
+    {%- set found_column = [] %}
+    {%- set cols = adapter.get_columns_in_relation(target_table) -%}
+    {%- for col in cols -%}
+        {%- if col.column == col_ab_id -%}
+            {% do found_column.append(col.column) %}
+        {%- endif -%}
+    {%- endfor -%}
+    {%- if found_column -%}
+        {{ return(false) }}
+    {%- else -%}
+        {{ dbt_utils.log_info(target_table ~ "." ~ col_ab_id ~ " does not exist yet. The table will be created or rebuilt with dbt.full_refresh") }}
+        {{ return(true) }}
+    {%- endif -%}
+{%- endmacro -%}
+
+{%- macro should_full_refresh() -%}
+  {% set config_full_refresh = config.get('full_refresh') %}
+  {%- if config_full_refresh is none -%}
+    {% set config_full_refresh = flags.FULL_REFRESH %}
+  {%- endif -%}
+  {%- if not config_full_refresh -%}
+    {% set config_full_refresh = need_full_refresh(get_col_ab_id(), this) %}
+  {%- endif -%}
+  {% do return(config_full_refresh) %}
+{%- endmacro -%}
+
+{%- macro get_col_ab_id() -%}
+  {{ adapter.dispatch('get_col_ab_id')() }}
+{%- endmacro -%}
+
+{%- macro default__get_col_ab_id() -%}
+    _airbyte_ab_id
+{%- endmacro -%}
+
+{%- macro oracle__get_col_ab_id() -%}
+    "_AIRBYTE_AB_ID"
+{%- endmacro -%}
+
+{%- macro snowflake__get_col_ab_id() -%}
+    _AIRBYTE_AB_ID
+{%- endmacro -%}

macros/star_intersect.sql

@@ -0,0 +1,46 @@
+{#
+    Similar to the star macro here: https://github.com/dbt-labs/dbt-utils/blob/main/macros/sql/star.sql
+
+    This star_intersect macro takes an additional 'intersect' relation as argument.
+    Its behavior is to select columns from both 'intersect' and 'from' relations with the following rules:
+    - if the columns are existing in both 'from' and the 'intersect' relations, then the column from 'intersect' is used
+    - if it's not in the both relation, then only the column in the 'from' relation is used
+#}
+{% macro star_intersect(from, intersect, from_alias=False, intersect_alias=False, except=[]) -%}
+    {%- do dbt_utils._is_relation(from, 'star_intersect') -%}
+    {%- do dbt_utils._is_ephemeral(from, 'star_intersect') -%}
+    {%- do dbt_utils._is_relation(intersect, 'star_intersect') -%}
+    {%- do dbt_utils._is_ephemeral(intersect, 'star_intersect') -%}
+
+    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}
+    {%- if not execute -%}
+        {{ return('') }}
+    {% endif %}
+
+    {%- set include_cols = [] %}
+    {%- set cols = adapter.get_columns_in_relation(from) -%}
+    {%- set except = except | map("lower") | list %}
+    {%- for col in cols -%}
+        {%- if col.column|lower not in except -%}
+            {% do include_cols.append(col.column) %}
+        {%- endif %}
+    {%- endfor %}
+
+    {%- set include_intersect_cols = [] %}
+    {%- set intersect_cols = adapter.get_columns_in_relation(intersect) -%}
+    {%- for col in intersect_cols -%}
+        {%- if col.column|lower not in except -%}
+            {% do include_intersect_cols.append(col.column) %}
+        {%- endif %}
+    {%- endfor %}
+
+    {%- for col in include_cols %}
+        {%- if col in include_intersect_cols -%}
+            {%- if intersect_alias %}{{ intersect_alias }}.{% else %}{%- endif -%}{{ adapter.quote(col)|trim }}
+            {%- if not loop.last %},{{ '\n  ' }}{% endif %}
+        {%- else %}
+            {%- if from_alias %}{{ from_alias }}.{% else %}{{ from }}.{%- endif -%}{{ adapter.quote(col)|trim }} as {{ adapter.quote(col)|trim }}
+            {%- if not loop.last %},{{ '\n  ' }}{% endif %}
+        {%- endif %}
+    {%- endfor -%}
+{%- endmacro %}

models/generated/airbyte_ctes/unibag/admin_tags_ab1.sql

@@ -0,0 +1,24 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_admin_tags') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['name'], ['name']) }} as {{ adapter.quote('name') }},
+    {{ json_extract_scalar('_airbyte_data', ['type'], ['type']) }} as {{ adapter.quote('type') }},
+    {{ json_extract_scalar('_airbyte_data', ['color'], ['color']) }} as color,
+    {{ json_extract_scalar('_airbyte_data', ['active'], ['active']) }} as active,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['searchString'], ['searchString']) }} as searchstring,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_admin_tags') }} as table_alias
+-- admin_tags
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/admin_tags_ab2.sql

@@ -0,0 +1,24 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('admin_tags_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast({{ adapter.quote('name') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('name') }},
+    cast({{ adapter.quote('type') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('type') }},
+    cast(color as {{ dbt_utils.type_string() }}) as color,
+    {{ cast_to_boolean('active') }} as active,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    cast(searchstring as {{ dbt_utils.type_string() }}) as searchstring,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('admin_tags_ab1') }}
+-- admin_tags
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/admin_tags_ab3.sql

@@ -0,0 +1,24 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('admin_tags_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        adapter.quote('name'),
+        adapter.quote('type'),
+        'color',
+        boolean_to_string('active'),
+        'createdat',
+        'updatedat',
+        'searchstring',
+    ]) }} as _airbyte_admin_tags_hashid,
+    tmp.*
+from {{ ref('admin_tags_ab2') }} tmp
+-- admin_tags
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/cash_flows_ab1.sql

@@ -0,0 +1,32 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_cash_flows') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['hash'], ['hash']) }} as hash,
+    {{ json_extract_scalar('_airbyte_data', ['user'], ['user']) }} as {{ adapter.quote('user') }},
+    {{ json_extract_scalar('_airbyte_data', ['value'], ['value']) }} as {{ adapter.quote('value') }},
+    {{ json_extract_scalar('_airbyte_data', ['action'], ['action']) }} as {{ adapter.quote('action') }},
+    {{ json_extract_scalar('_airbyte_data', ['options'], ['options']) }} as {{ adapter.quote('options') }},
+    {{ json_extract_scalar('_airbyte_data', ['category'], ['category']) }} as category,
+    {{ json_extract_scalar('_airbyte_data', ['targetId'], ['targetId']) }} as targetid,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['isAudited'], ['isAudited']) }} as isaudited,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['newBalance'], ['newBalance']) }} as newbalance,
+    {{ json_extract_scalar('_airbyte_data', ['oldBalance'], ['oldBalance']) }} as oldbalance,
+    {{ json_extract_scalar('_airbyte_data', ['targetType'], ['targetType']) }} as targettype,
+    {{ json_extract_scalar('_airbyte_data', ['isProcessed'], ['isProcessed']) }} as isprocessed,
+    {{ json_extract_scalar('_airbyte_data', ['processStatus'], ['processStatus']) }} as processstatus,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_cash_flows') }} as table_alias
+-- cash_flows
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/cash_flows_ab2.sql

@@ -0,0 +1,32 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('cash_flows_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast(hash as {{ dbt_utils.type_string() }}) as hash,
+    cast({{ adapter.quote('user') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('user') }},
+    cast({{ adapter.quote('value') }} as {{ dbt_utils.type_float() }}) as {{ adapter.quote('value') }},
+    cast({{ adapter.quote('action') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('action') }},
+    cast({{ adapter.quote('options') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('options') }},
+    cast(category as {{ dbt_utils.type_string() }}) as category,
+    cast(targetid as {{ dbt_utils.type_string() }}) as targetid,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    {{ cast_to_boolean('isaudited') }} as isaudited,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    cast(newbalance as {{ dbt_utils.type_float() }}) as newbalance,
+    cast(oldbalance as {{ dbt_utils.type_float() }}) as oldbalance,
+    cast(targettype as {{ dbt_utils.type_string() }}) as targettype,
+    {{ cast_to_boolean('isprocessed') }} as isprocessed,
+    cast(processstatus as {{ dbt_utils.type_string() }}) as processstatus,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('cash_flows_ab1') }}
+-- cash_flows
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/cash_flows_ab3.sql

@@ -0,0 +1,32 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('cash_flows_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        'hash',
+        adapter.quote('user'),
+        adapter.quote('value'),
+        adapter.quote('action'),
+        adapter.quote('options'),
+        'category',
+        'targetid',
+        'createdat',
+        boolean_to_string('isaudited'),
+        'updatedat',
+        'newbalance',
+        'oldbalance',
+        'targettype',
+        boolean_to_string('isprocessed'),
+        'processstatus',
+    ]) }} as _airbyte_cash_flows_hashid,
+    tmp.*
+from {{ ref('cash_flows_ab2') }} tmp
+-- cash_flows
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/cities_ab1.sql

@@ -0,0 +1,29 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_cities') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['code'], ['code']) }} as code,
+    {{ json_extract_scalar('_airbyte_data', ['name'], ['name']) }} as {{ adapter.quote('name') }},
+    {{ json_extract_scalar('_airbyte_data', ['slug'], ['slug']) }} as slug,
+    {{ json_extract_scalar('_airbyte_data', ['order'], ['order']) }} as {{ adapter.quote('order') }},
+    {{ json_extract_scalar('_airbyte_data', ['tncId'], ['tncId']) }} as tncid,
+    {{ json_extract_scalar('_airbyte_data', ['region'], ['region']) }} as region,
+    {{ json_extract_scalar('_airbyte_data', ['source'], ['source']) }} as {{ adapter.quote('source') }},
+    {{ json_extract_scalar('_airbyte_data', ['tempId'], ['tempId']) }} as tempid,
+    {{ json_extract_scalar('_airbyte_data', ['tncCode'], ['tncCode']) }} as tnccode,
+    {{ json_extract_scalar('_airbyte_data', ['osirisId'], ['osirisId']) }} as osirisid,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['searchString'], ['searchString']) }} as searchstring,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_cities') }} as table_alias
+-- cities
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/cities_ab2.sql

@@ -0,0 +1,29 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('cities_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast(code as {{ dbt_utils.type_float() }}) as code,
+    cast({{ adapter.quote('name') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('name') }},
+    cast(slug as {{ dbt_utils.type_string() }}) as slug,
+    cast({{ adapter.quote('order') }} as {{ dbt_utils.type_float() }}) as {{ adapter.quote('order') }},
+    cast(tncid as {{ dbt_utils.type_float() }}) as tncid,
+    cast(region as {{ dbt_utils.type_string() }}) as region,
+    cast({{ adapter.quote('source') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('source') }},
+    cast(tempid as {{ dbt_utils.type_float() }}) as tempid,
+    cast(tnccode as {{ dbt_utils.type_string() }}) as tnccode,
+    cast(osirisid as {{ dbt_utils.type_float() }}) as osirisid,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    cast(searchstring as {{ dbt_utils.type_string() }}) as searchstring,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('cities_ab1') }}
+-- cities
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/cities_ab3.sql

@@ -0,0 +1,29 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('cities_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        'code',
+        adapter.quote('name'),
+        'slug',
+        adapter.quote('order'),
+        'tncid',
+        'region',
+        adapter.quote('source'),
+        'tempid',
+        'tnccode',
+        'osirisid',
+        'updatedat',
+        'searchstring',
+    ]) }} as _airbyte_cities_hashid,
+    tmp.*
+from {{ ref('cities_ab2') }} tmp
+-- cities
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/customers_ab1.sql

@@ -0,0 +1,29 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_customers') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['info'], ['info']) }} as info,
+    {{ json_extract_scalar('_airbyte_data', ['name'], ['name']) }} as {{ adapter.quote('name') }},
+    {{ json_extract_scalar('_airbyte_data', ['user'], ['user']) }} as {{ adapter.quote('user') }},
+    {{ json_extract_scalar('_airbyte_data', ['email'], ['email']) }} as email,
+    {{ json_extract_scalar('_airbyte_data', ['phone'], ['phone']) }} as phone,
+    {{ json_extract_scalar('_airbyte_data', ['source'], ['source']) }} as {{ adapter.quote('source') }},
+    {{ json_extract_array('_airbyte_data', ['location'], ['location']) }} as {{ adapter.quote('location') }},
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['isDeleted'], ['isDeleted']) }} as isdeleted,
+    {{ json_extract_scalar('_airbyte_data', ['statistic'], ['statistic']) }} as statistic,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['searchString'], ['searchString']) }} as searchstring,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_customers') }} as table_alias
+-- customers
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/customers_ab2.sql

@@ -0,0 +1,29 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('customers_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast(info as {{ dbt_utils.type_string() }}) as info,
+    cast({{ adapter.quote('name') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('name') }},
+    cast({{ adapter.quote('user') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('user') }},
+    cast(email as {{ dbt_utils.type_string() }}) as email,
+    cast(phone as {{ dbt_utils.type_string() }}) as phone,
+    cast({{ adapter.quote('source') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('source') }},
+    {{ adapter.quote('location') }},
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    {{ cast_to_boolean('isdeleted') }} as isdeleted,
+    cast(statistic as {{ dbt_utils.type_string() }}) as statistic,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    cast(searchstring as {{ dbt_utils.type_string() }}) as searchstring,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('customers_ab1') }}
+-- customers
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/customers_ab3.sql

@@ -0,0 +1,29 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('customers_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        'info',
+        adapter.quote('name'),
+        adapter.quote('user'),
+        'email',
+        'phone',
+        adapter.quote('source'),
+        array_to_string(adapter.quote('location')),
+        'createdat',
+        boolean_to_string('isdeleted'),
+        'statistic',
+        'updatedat',
+        'searchstring',
+    ]) }} as _airbyte_customers_hashid,
+    tmp.*
+from {{ ref('customers_ab2') }} tmp
+-- customers
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/districts_ab1.sql

@@ -0,0 +1,29 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_districts') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['city'], ['city']) }} as city,
+    {{ json_extract_scalar('_airbyte_data', ['code'], ['code']) }} as code,
+    {{ json_extract_scalar('_airbyte_data', ['name'], ['name']) }} as {{ adapter.quote('name') }},
+    {{ json_extract_scalar('_airbyte_data', ['slug'], ['slug']) }} as slug,
+    {{ json_extract_scalar('_airbyte_data', ['tncId'], ['tncId']) }} as tncid,
+    {{ json_extract_scalar('_airbyte_data', ['cityId'], ['cityId']) }} as cityid,
+    {{ json_extract_scalar('_airbyte_data', ['source'], ['source']) }} as {{ adapter.quote('source') }},
+    {{ json_extract_scalar('_airbyte_data', ['tncCode'], ['tncCode']) }} as tnccode,
+    {{ json_extract_scalar('_airbyte_data', ['gidoCode'], ['gidoCode']) }} as gidocode,
+    {{ json_extract_scalar('_airbyte_data', ['osirisId'], ['osirisId']) }} as osirisid,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['searchString'], ['searchString']) }} as searchstring,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_districts') }} as table_alias
+-- districts
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/districts_ab2.sql

@@ -0,0 +1,29 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('districts_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast(city as {{ dbt_utils.type_string() }}) as city,
+    cast(code as {{ dbt_utils.type_float() }}) as code,
+    cast({{ adapter.quote('name') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('name') }},
+    cast(slug as {{ dbt_utils.type_string() }}) as slug,
+    cast(tncid as {{ dbt_utils.type_float() }}) as tncid,
+    cast(cityid as {{ dbt_utils.type_float() }}) as cityid,
+    cast({{ adapter.quote('source') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('source') }},
+    cast(tnccode as {{ dbt_utils.type_string() }}) as tnccode,
+    cast(gidocode as {{ dbt_utils.type_float() }}) as gidocode,
+    cast(osirisid as {{ dbt_utils.type_float() }}) as osirisid,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    cast(searchstring as {{ dbt_utils.type_string() }}) as searchstring,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('districts_ab1') }}
+-- districts
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/districts_ab3.sql

@@ -0,0 +1,29 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('districts_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        'city',
+        'code',
+        adapter.quote('name'),
+        'slug',
+        'tncid',
+        'cityid',
+        adapter.quote('source'),
+        'tnccode',
+        'gidocode',
+        'osirisid',
+        'updatedat',
+        'searchstring',
+    ]) }} as _airbyte_districts_hashid,
+    tmp.*
+from {{ ref('districts_ab2') }} tmp
+-- districts
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/event_rewards_ab1.sql

@@ -0,0 +1,25 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_event_rewards') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['cash'], ['cash']) }} as cash,
+    {{ json_extract_scalar('_airbyte_data', ['type'], ['type']) }} as {{ adapter.quote('type') }},
+    {{ json_extract_scalar('_airbyte_data', ['user'], ['user']) }} as {{ adapter.quote('user') }},
+    {{ json_extract_scalar('_airbyte_data', ['event'], ['event']) }} as {{ adapter.quote('event') }},
+    {{ json_extract_scalar('_airbyte_data', ['status'], ['status']) }} as status,
+    {{ json_extract_scalar('_airbyte_data', ['options'], ['options']) }} as {{ adapter.quote('options') }},
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['updatedat'], ['updatedat']) }} as updatedat,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_event_rewards') }} as table_alias
+-- event_rewards
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/event_rewards_ab2.sql

@@ -0,0 +1,25 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('event_rewards_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast(cash as {{ dbt_utils.type_float() }}) as cash,
+    cast({{ adapter.quote('type') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('type') }},
+    cast({{ adapter.quote('user') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('user') }},
+    cast({{ adapter.quote('event') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('event') }},
+    cast(status as {{ dbt_utils.type_string() }}) as status,
+    cast({{ adapter.quote('options') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('options') }},
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('event_rewards_ab1') }}
+-- event_rewards
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/event_rewards_ab3.sql

@@ -0,0 +1,25 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('event_rewards_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        'cash',
+        adapter.quote('type'),
+        adapter.quote('user'),
+        adapter.quote('event'),
+        'status',
+        adapter.quote('options'),
+        'createdat',
+        'updatedat',
+    ]) }} as _airbyte_event_rewards_hashid,
+    tmp.*
+from {{ ref('event_rewards_ab2') }} tmp
+-- event_rewards
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/events_ab1.sql

@@ -0,0 +1,38 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_events') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['desc'], ['desc']) }} as {{ adapter.quote('desc') }},
+    {{ json_extract_scalar('_airbyte_data', ['icon'], ['icon']) }} as icon,
+    {{ json_extract_scalar('_airbyte_data', ['name'], ['name']) }} as {{ adapter.quote('name') }},
+    {{ json_extract_scalar('_airbyte_data', ['type'], ['type']) }} as {{ adapter.quote('type') }},
+    {{ json_extract_scalar('_airbyte_data', ['cover'], ['cover']) }} as cover,
+    {{ json_extract_scalar('_airbyte_data', ['endAt'], ['endAt']) }} as endat,
+    {{ json_extract_scalar('_airbyte_data', ['active'], ['active']) }} as active,
+    {{ json_extract_scalar('_airbyte_data', ['notice'], ['notice']) }} as notice,
+    {{ json_extract_scalar('_airbyte_data', ['screen'], ['screen']) }} as screen,
+    {{ json_extract_scalar('_airbyte_data', ['article'], ['article']) }} as article,
+    {{ json_extract_scalar('_airbyte_data', ['options'], ['options']) }} as {{ adapter.quote('options') }},
+    {{ json_extract_scalar('_airbyte_data', ['startAt'], ['startAt']) }} as startat,
+    {{ json_extract_scalar('_airbyte_data', ['segments'], ['segments']) }} as segments,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['groupType'], ['groupType']) }} as grouptype,
+    {{ json_extract_array('_airbyte_data', ['suppliers'], ['suppliers']) }} as suppliers,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_array('_airbyte_data', ['information'], ['information']) }} as information,
+    {{ json_extract_scalar('_airbyte_data', ['displayEndAt'], ['displayEndAt']) }} as displayendat,
+    {{ json_extract_scalar('_airbyte_data', ['isApplyForAll'], ['isApplyForAll']) }} as isapplyforall,
+    {{ json_extract_scalar('_airbyte_data', ['displayStartAt'], ['displayStartAt']) }} as displaystartat,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_events') }} as table_alias
+-- events
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/events_ab2.sql

@@ -0,0 +1,38 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('events_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast({{ adapter.quote('desc') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('desc') }},
+    cast(icon as {{ dbt_utils.type_string() }}) as icon,
+    cast({{ adapter.quote('name') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('name') }},
+    cast({{ adapter.quote('type') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('type') }},
+    cast(cover as {{ dbt_utils.type_string() }}) as cover,
+    cast(endat as {{ dbt_utils.type_string() }}) as endat,
+    {{ cast_to_boolean('active') }} as active,
+    cast(notice as {{ dbt_utils.type_string() }}) as notice,
+    cast(screen as {{ dbt_utils.type_string() }}) as screen,
+    cast(article as {{ dbt_utils.type_string() }}) as article,
+    cast({{ adapter.quote('options') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('options') }},
+    cast(startat as {{ dbt_utils.type_string() }}) as startat,
+    cast(segments as {{ dbt_utils.type_string() }}) as segments,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast(grouptype as {{ dbt_utils.type_string() }}) as grouptype,
+    suppliers,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    information,
+    cast(displayendat as {{ dbt_utils.type_string() }}) as displayendat,
+    {{ cast_to_boolean('isapplyforall') }} as isapplyforall,
+    cast(displaystartat as {{ dbt_utils.type_string() }}) as displaystartat,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('events_ab1') }}
+-- events
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/events_ab3.sql

@@ -0,0 +1,38 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('events_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        adapter.quote('desc'),
+        'icon',
+        adapter.quote('name'),
+        adapter.quote('type'),
+        'cover',
+        'endat',
+        boolean_to_string('active'),
+        'notice',
+        'screen',
+        'article',
+        adapter.quote('options'),
+        'startat',
+        'segments',
+        'createdat',
+        'grouptype',
+        array_to_string('suppliers'),
+        'updatedat',
+        array_to_string('information'),
+        'displayendat',
+        boolean_to_string('isapplyforall'),
+        'displaystartat',
+    ]) }} as _airbyte_events_hashid,
+    tmp.*
+from {{ ref('events_ab2') }} tmp
+-- events
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/inventories_ab1.sql

@@ -0,0 +1,38 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_inventories') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['id'], ['id']) }} as {{ adapter.quote('id') }},
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['code'], ['code']) }} as code,
+    {{ json_extract_scalar('_airbyte_data', ['name'], ['name']) }} as {{ adapter.quote('name') }},
+    {{ json_extract_scalar('_airbyte_data', ['slug'], ['slug']) }} as slug,
+    {{ json_extract_scalar('_airbyte_data', ['active'], ['active']) }} as active,
+    {{ json_extract_scalar('_airbyte_data', ['contact'], ['contact']) }} as contact,
+    {{ json_extract_scalar('_airbyte_data', ['partner'], ['partner']) }} as partner,
+    {{ json_extract_scalar('_airbyte_data', ['checksum'], ['checksum']) }} as checksum,
+    {{ json_extract_scalar('_airbyte_data', ['location'], ['location']) }} as {{ adapter.quote('location') }},
+    {{ json_extract_scalar('_airbyte_data', ['supplier'], ['supplier']) }} as supplier,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['minimumValue'], ['minimumValue']) }} as minimumvalue,
+    {{ json_extract_scalar('_airbyte_data', ['searchString'], ['searchString']) }} as searchstring,
+    {{ json_extract_scalar('_airbyte_data', ['paymentMethods'], ['paymentMethods']) }} as paymentmethods,
+    {{ json_extract_scalar('_airbyte_data', ['canIssueInvoice'], ['canIssueInvoice']) }} as canissueinvoice,
+    {{ json_extract_array('_airbyte_data', ['deliveryMethods'], ['deliveryMethods']) }} as deliverymethods,
+    {{ json_extract_scalar('_airbyte_data', ['canAutoSendEmail'], ['canAutoSendEmail']) }} as canautosendemail,
+    {{ json_extract_scalar('_airbyte_data', ['invoiceDeliveryMethod'], ['invoiceDeliveryMethod']) }} as invoicedeliverymethod,
+    {{ json_extract_scalar('_airbyte_data', ['doesSupportSellyExpress'], ['doesSupportSellyExpress']) }} as doessupportsellyexpress,
+    {{ json_extract_array('_airbyte_data', ['priorityDeliveryServiceCodes'], ['priorityDeliveryServiceCodes']) }} as prioritydeliveryservicecodes,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_inventories') }} as table_alias
+-- inventories
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/inventories_ab2.sql

@@ -0,0 +1,38 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('inventories_ab1') }}
+select
+    cast({{ adapter.quote('id') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('id') }},
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast(code as {{ dbt_utils.type_float() }}) as code,
+    cast({{ adapter.quote('name') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('name') }},
+    cast(slug as {{ dbt_utils.type_string() }}) as slug,
+    {{ cast_to_boolean('active') }} as active,
+    cast(contact as {{ dbt_utils.type_string() }}) as contact,
+    cast(partner as {{ dbt_utils.type_string() }}) as partner,
+    cast(checksum as {{ dbt_utils.type_string() }}) as checksum,
+    cast({{ adapter.quote('location') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('location') }},
+    cast(supplier as {{ dbt_utils.type_string() }}) as supplier,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    cast(minimumvalue as {{ dbt_utils.type_float() }}) as minimumvalue,
+    cast(searchstring as {{ dbt_utils.type_string() }}) as searchstring,
+    cast(paymentmethods as {{ dbt_utils.type_string() }}) as paymentmethods,
+    {{ cast_to_boolean('canissueinvoice') }} as canissueinvoice,
+    deliverymethods,
+    {{ cast_to_boolean('canautosendemail') }} as canautosendemail,
+    cast(invoicedeliverymethod as {{ dbt_utils.type_string() }}) as invoicedeliverymethod,
+    {{ cast_to_boolean('doessupportsellyexpress') }} as doessupportsellyexpress,
+    prioritydeliveryservicecodes,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('inventories_ab1') }}
+-- inventories
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/inventories_ab3.sql

@@ -0,0 +1,38 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('inventories_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        adapter.quote('id'),
+        '_id',
+        'code',
+        adapter.quote('name'),
+        'slug',
+        boolean_to_string('active'),
+        'contact',
+        'partner',
+        'checksum',
+        adapter.quote('location'),
+        'supplier',
+        'createdat',
+        'updatedat',
+        'minimumvalue',
+        'searchstring',
+        'paymentmethods',
+        boolean_to_string('canissueinvoice'),
+        array_to_string('deliverymethods'),
+        boolean_to_string('canautosendemail'),
+        'invoicedeliverymethod',
+        boolean_to_string('doessupportsellyexpress'),
+        array_to_string('prioritydeliveryservicecodes'),
+    ]) }} as _airbyte_inventories_hashid,
+    tmp.*
+from {{ ref('inventories_ab2') }} tmp
+-- inventories
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/membership_ab1.sql

@@ -0,0 +1,30 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_membership') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['name'], ['name']) }} as {{ adapter.quote('name') }},
+    {{ json_extract_scalar('_airbyte_data', ['color'], ['color']) }} as color,
+    {{ json_extract_scalar('_airbyte_data', ['guide'], ['guide']) }} as guide,
+    {{ json_extract_scalar('_airbyte_data', ['level'], ['level']) }} as {{ adapter.quote('level') }},
+    {{ json_extract_scalar('_airbyte_data', ['sales'], ['sales']) }} as sales,
+    {{ json_extract_scalar('_airbyte_data', ['active'], ['active']) }} as active,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['updatedat'], ['updatedat']) }} as updatedat_1,
+    {{ json_extract_scalar('_airbyte_data', ['transaction'], ['transaction']) }} as {{ adapter.quote('transaction') }},
+    {{ json_extract_scalar('_airbyte_data', ['bonusPercent'], ['bonusPercent']) }} as bonuspercent,
+    {{ json_extract_scalar('_airbyte_data', ['bonuspercent'], ['bonuspercent']) }} as bonuspercent_1,
+    {{ json_extract_scalar('_airbyte_data', ['transactionMinValue'], ['transactionMinValue']) }} as transactionminvalue,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_membership') }} as table_alias
+-- membership
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/membership_ab2.sql

@@ -0,0 +1,30 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('membership_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast({{ adapter.quote('name') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('name') }},
+    cast(color as {{ dbt_utils.type_string() }}) as color,
+    cast(guide as {{ dbt_utils.type_string() }}) as guide,
+    cast({{ adapter.quote('level') }} as {{ dbt_utils.type_float() }}) as {{ adapter.quote('level') }},
+    cast(sales as {{ dbt_utils.type_float() }}) as sales,
+    {{ cast_to_boolean('active') }} as active,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    cast(updatedat_1 as {{ dbt_utils.type_string() }}) as updatedat_1,
+    cast({{ adapter.quote('transaction') }} as {{ dbt_utils.type_float() }}) as {{ adapter.quote('transaction') }},
+    cast(bonuspercent as {{ dbt_utils.type_float() }}) as bonuspercent,
+    cast(bonuspercent_1 as {{ dbt_utils.type_float() }}) as bonuspercent_1,
+    cast(transactionminvalue as {{ dbt_utils.type_float() }}) as transactionminvalue,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('membership_ab1') }}
+-- membership
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/membership_ab3.sql

@@ -0,0 +1,30 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('membership_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        adapter.quote('name'),
+        'color',
+        'guide',
+        adapter.quote('level'),
+        'sales',
+        boolean_to_string('active'),
+        'createdat',
+        'updatedat',
+        'updatedat_1',
+        adapter.quote('transaction'),
+        'bonuspercent',
+        'bonuspercent_1',
+        'transactionminvalue',
+    ]) }} as _airbyte_membership_hashid,
+    tmp.*
+from {{ ref('membership_ab2') }} tmp
+-- membership
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/membership_histories_ab1.sql

@@ -0,0 +1,22 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_membership_histories') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['new'], ['new']) }} as {{ adapter.quote('new') }},
+    {{ json_extract_scalar('_airbyte_data', ['old'], ['old']) }} as {{ adapter.quote('old') }},
+    {{ json_extract_scalar('_airbyte_data', ['type'], ['type']) }} as {{ adapter.quote('type') }},
+    {{ json_extract_scalar('_airbyte_data', ['user'], ['user']) }} as {{ adapter.quote('user') }},
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_membership_histories') }} as table_alias
+-- membership_histories
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/membership_histories_ab2.sql

@@ -0,0 +1,22 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('membership_histories_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast({{ adapter.quote('new') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('new') }},
+    cast({{ adapter.quote('old') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('old') }},
+    cast({{ adapter.quote('type') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('type') }},
+    cast({{ adapter.quote('user') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('user') }},
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('membership_histories_ab1') }}
+-- membership_histories
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/membership_histories_ab3.sql

@@ -0,0 +1,22 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('membership_histories_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        adapter.quote('new'),
+        adapter.quote('old'),
+        adapter.quote('type'),
+        adapter.quote('user'),
+        'createdat',
+    ]) }} as _airbyte_membership_histories_hashid,
+    tmp.*
+from {{ ref('membership_histories_ab2') }} tmp
+-- membership_histories
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/membership_orders_ab1.sql

@@ -0,0 +1,28 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_membership_orders') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['user'], ['user']) }} as {{ adapter.quote('user') }},
+    {{ json_extract_scalar('_airbyte_data', ['status'], ['status']) }} as status,
+    {{ json_extract_scalar('_airbyte_data', ['percent'], ['percent']) }} as {{ adapter.quote('percent') }},
+    {{ json_extract_scalar('_airbyte_data', ['targetID'], ['targetID']) }} as targetid,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['commission'], ['commission']) }} as commission,
+    {{ json_extract_scalar('_airbyte_data', ['isRejected'], ['isRejected']) }} as isrejected,
+    {{ json_extract_scalar('_airbyte_data', ['membershipName'], ['membershipName']) }} as membershipname,
+    {{ json_extract_scalar('_airbyte_data', ['membershipLevel'], ['membershipLevel']) }} as membershiplevel,
+    {{ json_extract_scalar('_airbyte_data', ['membershipPromotion'], ['membershipPromotion']) }} as membershippromotion,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_membership_orders') }} as table_alias
+-- membership_orders
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/membership_orders_ab2.sql

@@ -0,0 +1,28 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('membership_orders_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast({{ adapter.quote('user') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('user') }},
+    cast(status as {{ dbt_utils.type_string() }}) as status,
+    cast({{ adapter.quote('percent') }} as {{ dbt_utils.type_float() }}) as {{ adapter.quote('percent') }},
+    cast(targetid as {{ dbt_utils.type_string() }}) as targetid,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    cast(commission as {{ dbt_utils.type_float() }}) as commission,
+    {{ cast_to_boolean('isrejected') }} as isrejected,
+    cast(membershipname as {{ dbt_utils.type_string() }}) as membershipname,
+    cast(membershiplevel as {{ dbt_utils.type_float() }}) as membershiplevel,
+    cast({{ adapter.quote('membershippromotion') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('membershippromotion') }},
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('membership_orders_ab1') }}
+-- membership_orders
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/membership_orders_ab3.sql

@@ -0,0 +1,28 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('membership_orders_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        adapter.quote('user'),
+        'status',
+        adapter.quote('percent'),
+        'targetid',
+        'createdat',
+        'updatedat',
+        'commission',
+        boolean_to_string('isrejected'),
+        'membershipname',
+        'membershiplevel',
+        'membershippromotion'
+    ]) }} as _airbyte_membership_orders_hashid,
+    tmp.*
+from {{ ref('membership_orders_ab2') }} tmp
+-- membership_orders
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/order_deliveries_ab1.sql

@@ -0,0 +1,32 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_order_deliveries') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['code'], ['code']) }} as code,
+    {{ json_extract_scalar('_airbyte_data', ['order'], ['order']) }} as {{ adapter.quote('order') }},
+    {{ json_extract_scalar('_airbyte_data', ['title'], ['title']) }} as title,
+    {{ json_extract_scalar('_airbyte_data', ['status'], ['status']) }} as status,
+    {{ json_extract_scalar('_airbyte_data', ['service'], ['service']) }} as service,
+    {{ json_extract_scalar('_airbyte_data', ['customer'], ['customer']) }} as customer,
+    {{ json_extract_scalar('_airbyte_data', ['delivery'], ['delivery']) }} as delivery,
+    {{ json_extract_scalar('_airbyte_data', ['location'], ['location']) }} as {{ adapter.quote('location') }},
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['promotion'], ['promotion']) }} as promotion,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['trackingCode'], ['trackingCode']) }} as trackingcode,
+    {{ json_extract_scalar('_airbyte_data', ['trackingTime'], ['trackingTime']) }} as trackingtime,
+    {{ json_extract_scalar('_airbyte_data', ['isAdminChange'], ['isAdminChange']) }} as isadminchange,
+    {{ json_extract_scalar('_airbyte_data', ['trackingOrderCode'], ['trackingOrderCode']) }} as trackingordercode,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_order_deliveries') }} as table_alias
+-- order_deliveries
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/order_deliveries_ab2.sql

@@ -0,0 +1,32 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('order_deliveries_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast(code as {{ dbt_utils.type_string() }}) as code,
+    cast({{ adapter.quote('order') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('order') }},
+    cast(title as {{ dbt_utils.type_string() }}) as title,
+    cast(status as {{ dbt_utils.type_string() }}) as status,
+    cast(service as {{ dbt_utils.type_string() }}) as service,
+    cast(customer as {{ dbt_utils.type_string() }}) as customer,
+    cast(delivery as {{ dbt_utils.type_string() }}) as delivery,
+    cast({{ adapter.quote('location') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('location') }},
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast(promotion as {{ dbt_utils.type_string() }}) as promotion,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    cast(trackingcode as {{ dbt_utils.type_string() }}) as trackingcode,
+    cast(trackingtime as {{ dbt_utils.type_string() }}) as trackingtime,
+    {{ cast_to_boolean('isadminchange') }} as isadminchange,
+    cast(trackingordercode as {{ dbt_utils.type_string() }}) as trackingordercode,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('order_deliveries_ab1') }}
+-- order_deliveries
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/order_deliveries_ab3.sql

@@ -0,0 +1,32 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('order_deliveries_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        'code',
+        adapter.quote('order'),
+        'title',
+        'status',
+        'service',
+        'customer',
+        'delivery',
+        adapter.quote('location'),
+        'createdat',
+        'promotion',
+        'updatedat',
+        'trackingcode',
+        'trackingtime',
+        boolean_to_string('isadminchange'),
+        'trackingordercode',
+    ]) }} as _airbyte_order_deliveries_hashid,
+    tmp.*
+from {{ ref('order_deliveries_ab2') }} tmp
+-- order_deliveries
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/order_histories_ab1.sql

@@ -0,0 +1,22 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_order_histories') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['order'], ['order']) }} as {{ adapter.quote('order') }},
+    {{ json_extract_scalar('_airbyte_data', ['status'], ['status']) }} as status,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['timestamp'], ['timestamp']) }} as {{ adapter.quote('timestamp') }},
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_order_histories') }} as table_alias
+-- order_histories
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/order_histories_ab2.sql

@@ -0,0 +1,22 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('order_histories_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast({{ adapter.quote('order') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('order') }},
+    cast(status as {{ dbt_utils.type_string() }}) as status,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast({{ adapter.quote('timestamp') }} as {{ dbt_utils.type_float() }}) as {{ adapter.quote('timestamp') }},
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('order_histories_ab1') }}
+-- order_histories
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/order_histories_ab3.sql

@@ -0,0 +1,22 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('order_histories_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        adapter.quote('order'),
+        'status',
+        'createdat',
+        adapter.quote('timestamp'),
+        'updatedat',
+    ]) }} as _airbyte_order_histories_hashid,
+    tmp.*
+from {{ ref('order_histories_ab2') }} tmp
+-- order_histories
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/order_items_ab1.sql

@@ -0,0 +1,45 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_order_items') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['sku'], ['sku']) }} as sku,
+    {{ json_extract_scalar('_airbyte_data', ['date'], ['date']) }} as {{ adapter.quote('date') }},
+    {{ json_extract_scalar('_airbyte_data', ['user'], ['user']) }} as {{ adapter.quote('user') }},
+    {{ json_extract_scalar('_airbyte_data', ['brand'], ['brand']) }} as brand,
+    {{ json_extract_scalar('_airbyte_data', ['order'], ['order']) }} as {{ adapter.quote('order') }},
+    {{ json_extract_scalar('_airbyte_data', ['price'], ['price']) }} as price,
+    {{ json_extract_scalar('_airbyte_data', ['status'], ['status']) }} as status,
+    {{ json_extract_scalar('_airbyte_data', ['teamId'], ['teamId']) }} as teamid,
+    {{ json_extract_scalar('_airbyte_data', ['product'], ['product']) }} as product,
+    {{ json_extract_scalar('_airbyte_data', ['voucher'], ['voucher']) }} as voucher,
+    {{ json_extract_scalar('_airbyte_data', ['customer'], ['customer']) }} as customer,
+    {{ json_extract_scalar('_airbyte_data', ['quantity'], ['quantity']) }} as quantity,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['inventory'], ['inventory']) }} as inventory,
+    {{ json_extract_scalar('_airbyte_data', ['totalSell'], ['totalSell']) }} as totalsell,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['cashbackAt'], ['cashbackAt']) }} as cashbackat,
+    {{ json_extract_array('_airbyte_data', ['promotions'], ['promotions']) }} as promotions,
+    {{ json_extract_scalar('_airbyte_data', ['totalPrice'], ['totalPrice']) }} as totalprice,
+    {{ json_extract_scalar('_airbyte_data', ['deliveredAt'], ['deliveredAt']) }} as deliveredat,
+    {{ json_extract_scalar('_airbyte_data', ['teamMemberId'], ['teamMemberId']) }} as teammemberid,
+    {{ json_extract_scalar('_airbyte_data', ['isAssignCoupon'], ['isAssignCoupon']) }} as isassigncoupon,
+    {{ json_extract_scalar('_airbyte_data', ['totalPromotion'], ['totalPromotion']) }} as totalpromotion,
+    {{ json_extract_scalar('_airbyte_data', ['inWholesaleRange'], ['inWholesaleRange']) }} as inwholesalerange,
+    {{ json_extract_scalar('_airbyte_data', ['voucherCashTotal'], ['voucherCashTotal']) }} as vouchercashtotal,
+    {{ json_extract_scalar('_airbyte_data', ['wholesaleRangeId'], ['wholesaleRangeId']) }} as wholesalerangeid,
+    {{ json_extract_scalar('_airbyte_data', ['totalWholesaleBonus'], ['totalWholesaleBonus']) }} as totalwholesalebonus,
+    {{ json_extract_scalar('_airbyte_data', ['totalSellyWholesaleBonus'], ['totalSellyWholesaleBonus']) }} as totalsellywholesalebonus,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_order_items') }} as table_alias
+-- order_items
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/order_items_ab2.sql

@@ -0,0 +1,45 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('order_items_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast(sku as {{ dbt_utils.type_string() }}) as sku,
+    cast({{ adapter.quote('date') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('date') }},
+    cast({{ adapter.quote('user') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('user') }},
+    cast(brand as {{ dbt_utils.type_string() }}) as brand,
+    cast({{ adapter.quote('order') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('order') }},
+    cast(price as {{ dbt_utils.type_string() }}) as price,
+    cast(status as {{ dbt_utils.type_string() }}) as status,
+    cast(teamid as {{ dbt_utils.type_string() }}) as teamid,
+    cast(product as {{ dbt_utils.type_string() }}) as product,
+    cast(voucher as {{ dbt_utils.type_string() }}) as voucher,
+    cast(customer as {{ dbt_utils.type_string() }}) as customer,
+    cast(quantity as {{ dbt_utils.type_float() }}) as quantity,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast(inventory as {{ dbt_utils.type_string() }}) as inventory,
+    cast(totalsell as {{ dbt_utils.type_float() }}) as totalsell,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    cast(cashbackat as {{ dbt_utils.type_string() }}) as cashbackat,
+    promotions,
+    cast(totalprice as {{ dbt_utils.type_float() }}) as totalprice,
+    cast(deliveredat as {{ dbt_utils.type_string() }}) as deliveredat,
+    cast(teammemberid as {{ dbt_utils.type_string() }}) as teammemberid,
+    {{ cast_to_boolean('isassigncoupon') }} as isassigncoupon,
+    cast(totalpromotion as {{ dbt_utils.type_float() }}) as totalpromotion,
+    {{ cast_to_boolean('inwholesalerange') }} as inwholesalerange,
+    cast(vouchercashtotal as {{ dbt_utils.type_float() }}) as vouchercashtotal,
+    cast(wholesalerangeid as {{ dbt_utils.type_string() }}) as wholesalerangeid,
+    cast(totalwholesalebonus as {{ dbt_utils.type_float() }}) as totalwholesalebonus,
+    cast(totalsellywholesalebonus as {{ dbt_utils.type_float() }}) as totalsellywholesalebonus,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('order_items_ab1') }}
+-- order_items
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/order_items_ab3.sql

@@ -0,0 +1,45 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('order_items_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        'sku',
+        adapter.quote('date'),
+        adapter.quote('user'),
+        'brand',
+        adapter.quote('order'),
+        'price',
+        'status',
+        'teamid',
+        'product',
+        'voucher',
+        'customer',
+        'quantity',
+        'createdat',
+        'inventory',
+        'totalsell',
+        'updatedat',
+        'cashbackat',
+        array_to_string('promotions'),
+        'totalprice',
+        'deliveredat',
+        'teammemberid',
+        boolean_to_string('isassigncoupon'),
+        'totalpromotion',
+        boolean_to_string('inwholesalerange'),
+        'vouchercashtotal',
+        'wholesalerangeid',
+        'totalwholesalebonus',
+        'totalsellywholesalebonus',
+    ]) }} as _airbyte_order_items_hashid,
+    tmp.*
+from {{ ref('order_items_ab2') }} tmp
+-- order_items
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/orders_ab1.sql

@@ -0,0 +1,74 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_orders') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['code'], ['code']) }} as code,
+    {{ json_extract_scalar('_airbyte_data', ['date'], ['date']) }} as {{ adapter.quote('date') }},
+    {{ json_extract_scalar('_airbyte_data', ['hour'], ['hour']) }} as {{ adapter.quote('hour') }},
+    {{ json_extract_scalar('_airbyte_data', ['note'], ['note']) }} as note,
+    {{ json_extract_array('_airbyte_data', ['tags'], ['tags']) }} as tags,
+    {{ json_extract_scalar('_airbyte_data', ['user'], ['user']) }} as {{ adapter.quote('user') }},
+    {{ json_extract_scalar('_airbyte_data', ['price'], ['price']) }} as price,
+    {{ json_extract_scalar('_airbyte_data', ['banned'], ['banned']) }} as banned,
+    {{ json_extract_scalar('_airbyte_data', ['reason'], ['reason']) }} as reason,
+    {{ json_extract_scalar('_airbyte_data', ['source'], ['source']) }} as {{ adapter.quote('source') }},
+    {{ json_extract_scalar('_airbyte_data', ['status'], ['status']) }} as status,
+    {{ json_extract_scalar('_airbyte_data', ['teamId'], ['teamId']) }} as teamid,
+    {{ json_extract_scalar('_airbyte_data', ['payment'], ['payment']) }} as payment,
+    {{ json_extract_scalar('_airbyte_data', ['remarks'], ['remarks']) }} as remarks,
+    {{ json_extract_scalar('_airbyte_data', ['customer'], ['customer']) }} as customer,
+    {{ json_extract_scalar('_airbyte_data', ['delivery'], ['delivery']) }} as delivery,
+    {{ json_extract_scalar('_airbyte_data', ['isCalled'], ['isCalled']) }} as iscalled,
+    {{ json_extract_scalar('_airbyte_data', ['merchant'], ['merchant']) }} as merchant,
+    {{ json_extract_scalar('_airbyte_data', ['pickupAt'], ['pickupAt']) }} as pickupat,
+    {{ json_extract_scalar('_airbyte_data', ['supplier'], ['supplier']) }} as supplier,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['inventory'], ['inventory']) }} as inventory,
+    {{ json_extract_scalar('_airbyte_data', ['invoiceId'], ['invoiceId']) }} as invoiceid,
+    {{ json_extract_scalar('_airbyte_data', ['isDeleted'], ['isDeleted']) }} as isdeleted,
+    {{ json_extract_scalar('_airbyte_data', ['promotion'], ['promotion']) }} as promotion,
+    {{ json_extract_scalar('_airbyte_data', ['requestId'], ['requestId']) }} as requestid,
+    {{ json_extract_scalar('_airbyte_data', ['restockAt'], ['restockAt']) }} as restockat,
+    {{ json_extract_scalar('_airbyte_data', ['sendEmail'], ['sendEmail']) }} as sendemail,
+    {{ json_extract_scalar('_airbyte_data', ['totalItem'], ['totalItem']) }} as totalitem,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['userAgent'], ['userAgent']) }} as useragent,
+    {{ json_extract_scalar('_airbyte_data', ['wholesale'], ['wholesale']) }} as wholesale,
+    {{ json_extract_scalar('_airbyte_data', ['approvedAt'], ['approvedAt']) }} as approvedat,
+    {{ json_extract_scalar('_airbyte_data', ['cashbackAt'], ['cashbackAt']) }} as cashbackat,
+    {{ json_extract_scalar('_airbyte_data', ['isPreorder'], ['isPreorder']) }} as ispreorder,
+    {{ json_extract_scalar('_airbyte_data', ['isReviewed'], ['isReviewed']) }} as isreviewed,
+    {{ json_extract_scalar('_airbyte_data', ['rejectedAt'], ['rejectedAt']) }} as rejectedat,
+    {{ json_extract_scalar('_airbyte_data', ['deliveredAt'], ['deliveredAt']) }} as deliveredat,
+    {{ json_extract_scalar('_airbyte_data', ['deliveringAt'], ['deliveringAt']) }} as deliveringat,
+    {{ json_extract_scalar('_airbyte_data', ['deliveryCode'], ['deliveryCode']) }} as deliverycode,
+    {{ json_extract_scalar('_airbyte_data', ['searchString'], ['searchString']) }} as searchstring,
+    {{ json_extract_scalar('_airbyte_data', ['staffApprove'], ['staffApprove']) }} as staffapprove,
+    {{ json_extract_scalar('_airbyte_data', ['teamMemberId'], ['teamMemberId']) }} as teammemberid,
+    {{ json_extract_scalar('_airbyte_data', ['processStatus'], ['processStatus']) }} as processstatus,
+    {{ json_extract_scalar('_airbyte_data', ['hookTimeLastAt'], ['hookTimeLastAt']) }} as hooktimelastat,
+    {{ json_extract_scalar('_airbyte_data', ['isAssignCoupon'], ['isAssignCoupon']) }} as isassigncoupon,
+    {{ json_extract_scalar('_airbyte_data', ['isAutoApproved'], ['isAutoApproved']) }} as isautoapproved,
+    {{ json_extract_scalar('_airbyte_data', ['outboundRequest'], ['outboundRequest']) }} as outboundrequest,
+    {{ json_extract_scalar('_airbyte_data', ['trackingCodeURL'], ['trackingCodeURL']) }} as trackingcodeurl,
+    {{ json_extract_scalar('_airbyte_data', ['trackingCode'], ['trackingcode']) }} as trackingCode,
+    {{ json_extract_scalar('_airbyte_data', ['waitingCancelBy'], ['waitingCancelBy']) }} as waitingcancelby,
+    {{ json_extract_scalar('_airbyte_data', ['isChangeDelivery'], ['isChangeDelivery']) }} as ischangedelivery,
+    {{ json_extract_scalar('_airbyte_data', ['estimateCashbackAt'], ['estimateCashbackAt']) }} as estimatecashbackat,
+    {{ json_extract_scalar('_airbyte_data', ['fromNewActiveBuyer'], ['fromNewActiveBuyer']) }} as fromnewactivebuyer,
+    {{ json_extract_scalar('_airbyte_data', ['isWaitingCancelled'], ['isWaitingCancelled']) }} as iswaitingcancelled,
+    {{ json_extract_scalar('_airbyte_data', ['fromNewActiveSeller'], ['fromNewActiveSeller']) }} as fromnewactiveseller,
+    {{ json_extract_scalar('_airbyte_data', ['waitingCancelReason'], ['waitingCancelReason']) }} as waitingcancelreason,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_orders') }} as table_alias
+-- orders
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/orders_ab2.sql

@@ -0,0 +1,74 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('orders_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast(code as {{ dbt_utils.type_string() }}) as code,
+    cast({{ adapter.quote('date') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('date') }},
+    cast({{ adapter.quote('hour') }} as {{ dbt_utils.type_float() }}) as {{ adapter.quote('hour') }},
+    cast(note as {{ dbt_utils.type_string() }}) as note,
+    tags,
+    cast({{ adapter.quote('user') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('user') }},
+    cast(price as {{ dbt_utils.type_string() }}) as price,
+    {{ cast_to_boolean('banned') }} as banned,
+    cast(reason as {{ dbt_utils.type_string() }}) as reason,
+    cast({{ adapter.quote('source') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('source') }},
+    cast(status as {{ dbt_utils.type_string() }}) as status,
+    cast(teamid as {{ dbt_utils.type_string() }}) as teamid,
+    cast(payment as {{ dbt_utils.type_string() }}) as payment,
+    cast(remarks as {{ dbt_utils.type_string() }}) as remarks,
+    cast(customer as {{ dbt_utils.type_string() }}) as customer,
+    cast(delivery as {{ dbt_utils.type_string() }}) as delivery,
+    {{ cast_to_boolean('iscalled') }} as iscalled,
+    cast(merchant as {{ dbt_utils.type_string() }}) as merchant,
+    cast(pickupat as {{ dbt_utils.type_string() }}) as pickupat,
+    cast(supplier as {{ dbt_utils.type_string() }}) as supplier,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast(inventory as {{ dbt_utils.type_string() }}) as inventory,
+    cast(invoiceid as {{ dbt_utils.type_string() }}) as invoiceid,
+    {{ cast_to_boolean('isdeleted') }} as isdeleted,
+    cast(promotion as {{ dbt_utils.type_string() }}) as promotion,
+    cast(requestid as {{ dbt_utils.type_string() }}) as requestid,
+    cast(restockat as {{ dbt_utils.type_string() }}) as restockat,
+    cast(sendemail as {{ dbt_utils.type_string() }}) as sendemail,
+    cast(totalitem as {{ dbt_utils.type_float() }}) as totalitem,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    cast(useragent as {{ dbt_utils.type_string() }}) as useragent,
+    {{ cast_to_boolean('wholesale') }} as wholesale,
+    cast(approvedat as {{ dbt_utils.type_string() }}) as approvedat,
+    cast(cashbackat as {{ dbt_utils.type_string() }}) as cashbackat,
+    {{ cast_to_boolean('ispreorder') }} as ispreorder,
+    {{ cast_to_boolean('isreviewed') }} as isreviewed,
+    cast(rejectedat as {{ dbt_utils.type_string() }}) as rejectedat,
+    cast(deliveredat as {{ dbt_utils.type_string() }}) as deliveredat,
+    cast(deliveringat as {{ dbt_utils.type_string() }}) as deliveringat,
+    cast(deliverycode as {{ dbt_utils.type_string() }}) as deliverycode,
+    cast(searchstring as {{ dbt_utils.type_string() }}) as searchstring,
+    cast(staffapprove as {{ dbt_utils.type_string() }}) as staffapprove,
+    cast(teammemberid as {{ dbt_utils.type_string() }}) as teammemberid,
+    cast(processstatus as {{ dbt_utils.type_string() }}) as processstatus,
+    cast(hooktimelastat as {{ dbt_utils.type_string() }}) as hooktimelastat,
+    {{ cast_to_boolean('isassigncoupon') }} as isassigncoupon,
+    {{ cast_to_boolean('isautoapproved') }} as isautoapproved,
+    cast(outboundrequest as {{ dbt_utils.type_string() }}) as outboundrequest,
+    cast(trackingcodeurl as {{ dbt_utils.type_string() }}) as trackingcodeurl,
+    cast(trackingcode as {{ dbt_utils.type_string() }}) as trackingcode,
+    cast(waitingcancelby as {{ dbt_utils.type_string() }}) as waitingcancelby,
+    {{ cast_to_boolean('ischangedelivery') }} as ischangedelivery,
+    cast(estimatecashbackat as {{ dbt_utils.type_string() }}) as estimatecashbackat,
+    {{ cast_to_boolean('fromnewactivebuyer') }} as fromnewactivebuyer,
+    {{ cast_to_boolean('iswaitingcancelled') }} as iswaitingcancelled,
+    {{ cast_to_boolean('fromnewactiveseller') }} as fromnewactiveseller,
+    cast(waitingcancelreason as {{ dbt_utils.type_string() }}) as waitingcancelreason,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('orders_ab1') }}
+-- orders
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/orders_ab3.sql

@@ -0,0 +1,74 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('orders_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        'code',
+        adapter.quote('date'),
+        adapter.quote('hour'),
+        'note',
+        array_to_string('tags'),
+        adapter.quote('user'),
+        'price',
+        boolean_to_string('banned'),
+        'reason',
+        adapter.quote('source'),
+        'status',
+        'teamid',
+        'payment',
+        'remarks',
+        'customer',
+        'delivery',
+        boolean_to_string('iscalled'),
+        'merchant',
+        'pickupat',
+        'supplier',
+        'createdat',
+        'inventory',
+        'invoiceid',
+        boolean_to_string('isdeleted'),
+        'promotion',
+        'requestid',
+        'restockat',
+        'sendemail',
+        'totalitem',
+        'updatedat',
+        'useragent',
+        boolean_to_string('wholesale'),
+        'approvedat',
+        'cashbackat',
+        boolean_to_string('ispreorder'),
+        boolean_to_string('isreviewed'),
+        'rejectedat',
+        'deliveredat',
+        'deliveringat',
+        'deliverycode',
+        'searchstring',
+        'staffapprove',
+        'teammemberid',
+        'processstatus',
+        'hooktimelastat',
+        boolean_to_string('isassigncoupon'),
+        boolean_to_string('isautoapproved'),
+        'outboundrequest',
+        'trackingcodeurl',
+        'trackingcode',
+        'waitingcancelby',
+        boolean_to_string('ischangedelivery'),
+        'estimatecashbackat',
+        boolean_to_string('fromnewactivebuyer'),
+        boolean_to_string('iswaitingcancelled'),
+        boolean_to_string('fromnewactiveseller'),
+        'waitingcancelreason',
+    ]) }} as _airbyte_orders_hashid,
+    tmp.*
+from {{ ref('orders_ab2') }} tmp
+-- orders
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/product_categories_ab1.sql

@@ -0,0 +1,27 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_product_categories') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['icon'], ['icon']) }} as icon,
+    {{ json_extract_scalar('_airbyte_data', ['name'], ['name']) }} as {{ adapter.quote('name') }},
+    {{ json_extract_scalar('_airbyte_data', ['color'], ['color']) }} as color,
+    {{ json_extract_scalar('_airbyte_data', ['order'], ['order']) }} as {{ adapter.quote('order') }},
+    {{ json_extract_scalar('_airbyte_data', ['active'], ['active']) }} as active,
+    {{ json_extract_array('_airbyte_data', ['covers'], ['covers']) }} as covers,
+    {{ json_extract_scalar('_airbyte_data', ['featured'], ['featured']) }} as featured,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['totalProduct'], ['totalProduct']) }} as totalproduct,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_product_categories') }} as table_alias
+-- product_categories
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/product_categories_ab2.sql

@@ -0,0 +1,27 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('product_categories_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast(icon as {{ dbt_utils.type_string() }}) as icon,
+    cast({{ adapter.quote('name') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('name') }},
+    cast(color as {{ dbt_utils.type_string() }}) as color,
+    cast({{ adapter.quote('order') }} as {{ dbt_utils.type_float() }}) as {{ adapter.quote('order') }},
+    {{ cast_to_boolean('active') }} as active,
+    covers,
+    {{ cast_to_boolean('featured') }} as featured,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    cast(totalproduct as {{ dbt_utils.type_float() }}) as totalproduct,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('product_categories_ab1') }}
+-- product_categories
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/product_categories_ab3.sql

@@ -0,0 +1,27 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('product_categories_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        'icon',
+        adapter.quote('name'),
+        'color',
+        adapter.quote('order'),
+        boolean_to_string('active'),
+        array_to_string('covers'),
+        boolean_to_string('featured'),
+        'createdat',
+        'updatedat',
+        'totalproduct',
+    ]) }} as _airbyte_product_categories_hashid,
+    tmp.*
+from {{ ref('product_categories_ab2') }} tmp
+-- product_categories
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/product_sku_ab1.sql

@@ -0,0 +1,48 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_product_sku') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['sku'], ['sku']) }} as sku,
+    {{ json_extract_scalar('_airbyte_data', ['info'], ['info']) }} as info,
+    {{ json_extract_scalar('_airbyte_data', ['name'], ['name']) }} as {{ adapter.quote('name') }},
+    {{ json_extract_scalar('_airbyte_data', ['type'], ['type']) }} as {{ adapter.quote('type') }},
+    {{ json_extract_scalar('_airbyte_data', ['brand'], ['brand']) }} as brand,
+    {{ json_extract_scalar('_airbyte_data', ['cover'], ['cover']) }} as cover,
+    {{ json_extract_scalar('_airbyte_data', ['price'], ['price']) }} as price,
+    {{ json_extract_scalar('_airbyte_data', ['active'], ['active']) }} as active,
+    {{ json_extract_scalar('_airbyte_data', ['author'], ['author']) }} as author,
+    {{ json_extract_scalar('_airbyte_data', ['source'], ['source']) }} as {{ adapter.quote('source') }},
+    {{ json_extract_scalar('_airbyte_data', ['display'], ['display']) }} as display,
+    {{ json_extract_scalar('_airbyte_data', ['picture'], ['picture']) }} as picture,
+    {{ json_extract_scalar('_airbyte_data', ['product'], ['product']) }} as product,
+    {{ json_extract_scalar('_airbyte_data', ['version'], ['version']) }} as {{ adapter.quote('version') }},
+    {{ json_extract_scalar('_airbyte_data', ['groupSku'], ['groupSku']) }} as groupsku,
+    {{ json_extract_scalar('_airbyte_data', ['unitCode'], ['unitCode']) }} as unitcode,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['restockAt'], ['restockAt']) }} as restockat,
+    {{ json_extract_scalar('_airbyte_data', ['statistic'], ['statistic']) }} as statistic,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['couponInfo'], ['couponInfo']) }} as couponinfo,
+    {{ json_extract_array('_airbyte_data', ['properties'], ['properties']) }} as properties,
+    {{ json_extract_scalar('_airbyte_data', ['canPreorder'], ['canPreorder']) }} as canpreorder,
+    {{ json_extract_scalar('_airbyte_data', ['supplierSku'], ['supplierSku']) }} as suppliersku,
+    {{ json_extract_scalar('_airbyte_data', ['isOutOfStock'], ['isOutOfStock']) }} as isoutofstock,
+    {{ json_extract_scalar('_airbyte_data', ['pricePercent'], ['pricePercent']) }} as pricepercent,
+    {{ json_extract_scalar('_airbyte_data', ['searchString'], ['searchString']) }} as searchstring,
+    {{ json_extract_scalar('_airbyte_data', ['quantity'], ['quantity']) }} as quantity,
+    {{ json_extract_scalar('_airbyte_data', ['displayInventory'], ['displayInventory']) }} as displayinventory,
+    {{ json_extract_scalar('_airbyte_data', ['showRemainingQuantity'], ['showRemainingQuantity']) }} as showremainingquantity,
+    {{ json_extract_scalar('_airbyte_data', ['quantity_aibyte_transform'], ['quantity_aibyte_transform']) }} as quantity_aibyte_transform,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_product_sku') }} as table_alias
+-- product_sku
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/product_sku_ab2.sql

@@ -0,0 +1,48 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('product_sku_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast(sku as {{ dbt_utils.type_string() }}) as sku,
+    cast(info as {{ dbt_utils.type_string() }}) as info,
+    cast({{ adapter.quote('name') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('name') }},
+    cast({{ adapter.quote('type') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('type') }},
+    cast(brand as {{ dbt_utils.type_string() }}) as brand,
+    cast(cover as {{ dbt_utils.type_string() }}) as cover,
+    cast(price as {{ dbt_utils.type_string() }}) as price,
+    {{ cast_to_boolean('active') }} as active,
+    cast(author as {{ dbt_utils.type_string() }}) as author,
+    cast({{ adapter.quote('source') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('source') }},
+    {{ cast_to_boolean('display') }} as display,
+    cast(picture as {{ dbt_utils.type_string() }}) as picture,
+    cast(product as {{ dbt_utils.type_string() }}) as product,
+    cast({{ adapter.quote('version') }} as {{ dbt_utils.type_float() }}) as {{ adapter.quote('version') }},
+    cast(groupsku as {{ dbt_utils.type_string() }}) as groupsku,
+    cast(unitcode as {{ dbt_utils.type_string() }}) as unitcode,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast(restockat as {{ dbt_utils.type_string() }}) as restockat,
+    cast(statistic as {{ dbt_utils.type_string() }}) as statistic,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    cast(couponinfo as {{ dbt_utils.type_string() }}) as couponinfo,
+    properties,
+    {{ cast_to_boolean('canpreorder') }} as canpreorder,
+    cast(suppliersku as {{ dbt_utils.type_string() }}) as suppliersku,
+    {{ cast_to_boolean('isoutofstock') }} as isoutofstock,
+    cast(pricepercent as {{ dbt_utils.type_string() }}) as pricepercent,
+    cast(searchstring as {{ dbt_utils.type_string() }}) as searchstring,
+    {{ cast_to_boolean('displayinventory') }} as displayinventory,
+    {{ cast_to_boolean('showremainingquantity') }} as showremainingquantity,
+    cast(quantity as {{ dbt_utils.type_string() }}) as quantity,
+    cast(quantity_aibyte_transform as {{ dbt_utils.type_string() }}) as quantity_aibyte_transform,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('product_sku_ab1') }}
+-- product_sku
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/product_sku_ab3.sql

@@ -0,0 +1,48 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('product_sku_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        'sku',
+        'info',
+        adapter.quote('name'),
+        adapter.quote('type'),
+        'brand',
+        'cover',
+        'price',
+        boolean_to_string('active'),
+        'author',
+        adapter.quote('source'),
+        boolean_to_string('display'),
+        'picture',
+        'product',
+        adapter.quote('version'),
+        'groupsku',
+        'unitcode',
+        'createdat',
+        'restockat',
+        'statistic',
+        'updatedat',
+        'couponinfo',
+        array_to_string('properties'),
+        boolean_to_string('canpreorder'),
+        'suppliersku',
+        boolean_to_string('isoutofstock'),
+        'pricepercent',
+        'searchstring',
+        'quantity',
+        boolean_to_string('displayinventory'),
+        boolean_to_string('showremainingquantity'),
+        'quantity_aibyte_transform',
+    ]) }} as _airbyte_product_sku_hashid,
+    tmp.*
+from {{ ref('product_sku_ab2') }} tmp
+-- product_sku
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/product_sku_versions_ab1.sql

@@ -0,0 +1,30 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_product_sku_versions') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['sku'], ['sku']) }} as sku,
+    {{ json_extract_scalar('_airbyte_data', ['info'], ['info']) }} as info,
+    {{ json_extract_scalar('_airbyte_data', ['name'], ['name']) }} as {{ adapter.quote('name') }},
+    {{ json_extract_scalar('_airbyte_data', ['price'], ['price']) }} as price,
+    {{ json_extract_scalar('_airbyte_data', ['source'], ['source']) }} as {{ adapter.quote('source') }},
+    {{ json_extract_scalar('_airbyte_data', ['codeSku'], ['codeSku']) }} as codesku,
+    {{ json_extract_scalar('_airbyte_data', ['picture'], ['picture']) }} as picture,
+    {{ json_extract_scalar('_airbyte_data', ['product'], ['product']) }} as product,
+    {{ json_extract_scalar('_airbyte_data', ['statistic'], ['statistic']) }} as statistic,
+    {{ json_extract_scalar('_airbyte_data', ['version'], ['version']) }} as {{ adapter.quote('version') }},
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_array('_airbyte_data', ['properties'], ['properties']) }} as properties,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_product_sku_versions') }} as table_alias
+-- product_sku_versions
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/product_sku_versions_ab2.sql

@@ -0,0 +1,30 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('product_sku_versions_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast(sku as {{ dbt_utils.type_string() }}) as sku,
+    cast(info as {{ dbt_utils.type_string() }}) as info,
+    cast({{ adapter.quote('name') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('name') }},
+    cast(price as {{ dbt_utils.type_string() }}) as price,
+    cast({{ adapter.quote('source') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('source') }},
+    cast(codesku as {{ dbt_utils.type_string() }}) as codesku,
+    cast(picture as {{ dbt_utils.type_string() }}) as picture,
+    cast(product as {{ dbt_utils.type_string() }}) as product,
+    cast({{ adapter.quote('version') }} as {{ dbt_utils.type_float() }}) as {{ adapter.quote('version') }},
+    cast(statistic as {{ dbt_utils.type_string() }}) as statistic,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    properties,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('product_sku_versions_ab1') }}
+-- product_sku_versions
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/product_sku_versions_ab3.sql

@@ -0,0 +1,30 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('product_sku_versions_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        'sku',
+        'info',
+        adapter.quote('name'),
+        'price',
+        adapter.quote('source'),
+        'codesku',
+        'picture',
+        'product',
+        'statistic',
+        adapter.quote('version'),
+        'createdat',
+        'updatedat',
+        array_to_string('properties'),
+    ]) }} as _airbyte_product_sku_versions_hashid,
+    tmp.*
+from {{ ref('product_sku_versions_ab2') }} tmp
+-- product_sku_versions
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/product_sub_categories_ab1.sql

@@ -0,0 +1,25 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_product_sub_categories') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['name'], ['name']) }} as {{ adapter.quote('name') }},
+    {{ json_extract_scalar('_airbyte_data', ['order'], ['order']) }} as {{ adapter.quote('order') }},
+    {{ json_extract_scalar('_airbyte_data', ['active'], ['active']) }} as active,
+    {{ json_extract_scalar('_airbyte_data', ['parent'], ['parent']) }} as parent,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['searchString'], ['searchString']) }} as searchstring,
+    {{ json_extract_scalar('_airbyte_data', ['totalProduct'], ['totalProduct']) }} as totalproduct,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_product_sub_categories') }} as table_alias
+-- product_sub_categories
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/product_sub_categories_ab2.sql

@@ -0,0 +1,25 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('product_sub_categories_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast({{ adapter.quote('name') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('name') }},
+    cast({{ adapter.quote('order') }} as {{ dbt_utils.type_float() }}) as {{ adapter.quote('order') }},
+    {{ cast_to_boolean('active') }} as active,
+    cast(parent as {{ dbt_utils.type_string() }}) as parent,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    cast(searchstring as {{ dbt_utils.type_string() }}) as searchstring,
+    cast(totalproduct as {{ dbt_utils.type_float() }}) as totalproduct,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('product_sub_categories_ab1') }}
+-- product_sub_categories
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/product_sub_categories_ab3.sql

@@ -0,0 +1,25 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('product_sub_categories_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        adapter.quote('name'),
+        adapter.quote('order'),
+        boolean_to_string('active'),
+        'parent',
+        'createdat',
+        'updatedat',
+        'searchstring',
+        'totalproduct',
+    ]) }} as _airbyte_product_sub_categories_hashid,
+    tmp.*
+from {{ ref('product_sub_categories_ab2') }} tmp
+-- product_sub_categories
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/products_ab1.sql

@@ -0,0 +1,52 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_products') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['desc'], ['desc']) }} as {{ adapter.quote('desc') }},
+    {{ json_extract_scalar('_airbyte_data', ['info'], ['info']) }} as info,
+    {{ json_extract_scalar('_airbyte_data', ['name'], ['name']) }} as {{ adapter.quote('name') }},
+    {{ json_extract_scalar('_airbyte_data', ['temp'], ['temp']) }} as {{ adapter.quote('temp') }},
+    {{ json_extract_scalar('_airbyte_data', ['brand'], ['brand']) }} as brand,
+    {{ json_extract_scalar('_airbyte_data', ['order'], ['order']) }} as {{ adapter.quote('order') }},
+    {{ json_extract_scalar('_airbyte_data', ['price'], ['price']) }} as price,
+    {{ json_extract_scalar('_airbyte_data', ['score'], ['score']) }} as score,
+    {{ json_extract_scalar('_airbyte_data', ['active'], ['active']) }} as active,
+    {{ json_extract_scalar('_airbyte_data', ['author'], ['author']) }} as author,
+    {{ json_extract_array('_airbyte_data', ['guides'], ['guides']) }} as guides,
+    {{ json_extract_array('_airbyte_data', ['photos'], ['photos']) }} as photos,
+    {{ json_extract_array('_airbyte_data', ['videos'], ['videos']) }} as videos,
+    {{ json_extract_scalar('_airbyte_data', ['quantity'], ['quantity']) }} as quantity,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_array('_airbyte_data', ['documents'], ['documents']) }} as documents,
+    {{ json_extract_scalar('_airbyte_data', ['shareDesc'], ['shareDesc']) }} as sharedesc,
+    {{ json_extract_scalar('_airbyte_data', ['statistic'], ['statistic']) }} as statistic,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_array('_airbyte_data', ['categories'], ['categories']) }} as categories,
+    {{ json_extract_array('_airbyte_data', ['properties'], ['properties']) }} as properties,
+    {{ json_extract_scalar('_airbyte_data', ['reActiveAt'], ['reActiveAt']) }} as reactiveat,
+    {{ json_extract_array('_airbyte_data', ['inventories'], ['inventories']) }} as inventories,
+    {{ json_extract_scalar('_airbyte_data', ['isOutOfStock'], ['isOutOfStock']) }} as isoutofstock,
+    {{ json_extract_scalar('_airbyte_data', ['pricePercent'], ['pricePercent']) }} as pricepercent,
+    {{ json_extract_scalar('_airbyte_data', ['searchString'], ['searchString']) }} as searchstring,
+    {{ json_extract_array('_airbyte_data', ['subCategories'], ['subCategories']) }} as subcategories,
+    {{ json_extract_scalar('_airbyte_data', ['inactiveReason'], ['inactiveReason']) }} as inactivereason,
+    {{ json_extract_scalar('_airbyte_data', ['propertiesMain'], ['propertiesMain']) }} as propertiesmain,
+    {{ json_extract_scalar('_airbyte_data', ['shareStatistic'], ['shareStatistic']) }} as sharestatistic,
+    {{ json_extract_scalar('_airbyte_data', ['canIssueInvoice'], ['canIssueInvoice']) }} as canissueinvoice,
+    {{ json_extract_scalar('_airbyte_data', ['pendingInactive'], ['pendingInactive']) }} as pendinginactive,
+    {{ json_extract_scalar('_airbyte_data', ['reviewStatistic'], ['reviewStatistic']) }} as reviewstatistic,
+    {{ json_extract_scalar('_airbyte_data', ['pendingInactiveAt'], ['pendingInactiveAt']) }} as pendinginactiveat,
+    {{ json_extract_array('_airbyte_data', ['highlightProperties'], ['highlightProperties']) }} as highlightproperties,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_products') }} as table_alias
+-- products
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/products_ab2.sql

@@ -0,0 +1,52 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('products_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast({{ adapter.quote('desc') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('desc') }},
+    cast(info as {{ dbt_utils.type_string() }}) as info,
+    cast({{ adapter.quote('name') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('name') }},
+    cast({{ adapter.quote('temp') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('temp') }},
+    cast(brand as {{ dbt_utils.type_string() }}) as brand,
+    cast({{ adapter.quote('order') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('order') }},
+    cast(price as {{ dbt_utils.type_string() }}) as price,
+    cast(score as {{ dbt_utils.type_string() }}) as score,
+    {{ cast_to_boolean('active') }} as active,
+    cast(author as {{ dbt_utils.type_string() }}) as author,
+    guides,
+    photos,
+    videos,
+    cast(quantity as {{ dbt_utils.type_float() }}) as quantity,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    documents,
+    cast(sharedesc as {{ dbt_utils.type_string() }}) as sharedesc,
+    cast(statistic as {{ dbt_utils.type_string() }}) as statistic,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    categories,
+    properties,
+    cast(reactiveat as {{ dbt_utils.type_string() }}) as reactiveat,
+    inventories,
+    {{ cast_to_boolean('isoutofstock') }} as isoutofstock,
+    cast(pricepercent as {{ dbt_utils.type_string() }}) as pricepercent,
+    cast(searchstring as {{ dbt_utils.type_string() }}) as searchstring,
+    subcategories,
+    cast(inactivereason as {{ dbt_utils.type_string() }}) as inactivereason,
+    cast(propertiesmain as {{ dbt_utils.type_string() }}) as propertiesmain,
+    cast(sharestatistic as {{ dbt_utils.type_string() }}) as sharestatistic,
+    {{ cast_to_boolean('canissueinvoice') }} as canissueinvoice,
+    {{ cast_to_boolean('pendinginactive') }} as pendinginactive,
+    cast(reviewstatistic as {{ dbt_utils.type_string() }}) as reviewstatistic,
+    cast(pendinginactiveat as {{ dbt_utils.type_string() }}) as pendinginactiveat,
+    highlightproperties,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('products_ab1') }}
+-- products
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/products_ab3.sql

@@ -0,0 +1,52 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('products_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        adapter.quote('desc'),
+        'info',
+        adapter.quote('name'),
+        adapter.quote('temp'),
+        'brand',
+        adapter.quote('order'),
+        'price',
+        'score',
+        boolean_to_string('active'),
+        'author',
+        array_to_string('guides'),
+        array_to_string('photos'),
+        array_to_string('videos'),
+        'quantity',
+        'createdat',
+        array_to_string('documents'),
+        'sharedesc',
+        'statistic',
+        'updatedat',
+        array_to_string('categories'),
+        array_to_string('properties'),
+        'reactiveat',
+        array_to_string('inventories'),
+        boolean_to_string('isoutofstock'),
+        'pricepercent',
+        'searchstring',
+        array_to_string('subcategories'),
+        'inactivereason',
+        'propertiesmain',
+        'sharestatistic',
+        boolean_to_string('canissueinvoice'),
+        boolean_to_string('pendinginactive'),
+        'reviewstatistic',
+        'pendinginactiveat',
+        array_to_string('highlightproperties'),
+    ]) }} as _airbyte_products_hashid,
+    tmp.*
+from {{ ref('products_ab2') }} tmp
+-- products
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/promotion_orders_ab1.sql

@@ -0,0 +1,29 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_promotion_orders') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['user'], ['user']) }} as {{ adapter.quote('user') }},
+    {{ json_extract_scalar('_airbyte_data', ['order'], ['order']) }} as {{ adapter.quote('order') }},
+    {{ json_extract_scalar('_airbyte_data', ['title'], ['title']) }} as title,
+    {{ json_extract_scalar('_airbyte_data', ['status'], ['status']) }} as status,
+    {{ json_extract_scalar('_airbyte_data', ['supplier'], ['supplier']) }} as supplier,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['promotion'], ['promotion']) }} as promotion,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['cashbackAt'], ['cashbackAt']) }} as cashbackat,
+    {{ json_extract_scalar('_airbyte_data', ['commission'], ['commission']) }} as commission,
+    {{ json_extract_scalar('_airbyte_data', ['isRejected'], ['isRejected']) }} as isrejected,
+    {{ json_extract_scalar('_airbyte_data', ['quantityPromotion'], ['quantityPromotion']) }} as quantitypromotion,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_promotion_orders') }} as table_alias
+-- promotion_orders
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/promotion_orders_ab2.sql

@@ -0,0 +1,29 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('promotion_orders_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast({{ adapter.quote('user') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('user') }},
+    cast({{ adapter.quote('order') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('order') }},
+    cast(title as {{ dbt_utils.type_string() }}) as title,
+    cast(status as {{ dbt_utils.type_string() }}) as status,
+    cast(supplier as {{ dbt_utils.type_string() }}) as supplier,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast(promotion as {{ dbt_utils.type_string() }}) as promotion,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    cast(cashbackat as {{ dbt_utils.type_string() }}) as cashbackat,
+    cast(commission as {{ dbt_utils.type_float() }}) as commission,
+    {{ cast_to_boolean('isrejected') }} as isrejected,
+    cast(quantitypromotion as {{ dbt_utils.type_float() }}) as quantitypromotion,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('promotion_orders_ab1') }}
+-- promotion_orders
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/promotion_orders_ab3.sql

@@ -0,0 +1,29 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('promotion_orders_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        adapter.quote('user'),
+        adapter.quote('order'),
+        'title',
+        'status',
+        'supplier',
+        'createdat',
+        'promotion',
+        'updatedat',
+        'cashbackat',
+        'commission',
+        boolean_to_string('isrejected'),
+        'quantitypromotion',
+    ]) }} as _airbyte_promotion_orders_hashid,
+    tmp.*
+from {{ ref('promotion_orders_ab2') }} tmp
+-- promotion_orders
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/promotions_ab1.sql

@@ -0,0 +1,34 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_promotions') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['rest'], ['rest']) }} as rest,
+    {{ json_extract_scalar('_airbyte_data', ['type'], ['type']) }} as {{ adapter.quote('type') }},
+    {{ json_extract_scalar('_airbyte_data', ['endAt'], ['endAt']) }} as endat,
+    {{ json_extract_scalar('_airbyte_data', ['title'], ['title']) }} as title,
+    {{ json_extract_scalar('_airbyte_data', ['active'], ['active']) }} as active,
+    {{ json_extract_scalar('_airbyte_data', ['options'], ['options']) }} as {{ adapter.quote('options') }},
+    {{ json_extract_scalar('_airbyte_data', ['startAt'], ['startAt']) }} as startat,
+    {{ json_extract_scalar('_airbyte_data', ['applyFor'], ['applyFor']) }} as applyfor,
+    {{ json_extract_scalar('_airbyte_data', ['quantity'], ['quantity']) }} as quantity,
+    {{ json_extract_scalar('_airbyte_data', ['articleID'], ['articleID']) }} as articleid,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['searchString'], ['searchString']) }} as searchstring,
+    {{ json_extract_scalar('_airbyte_data', ['sharePercent'], ['sharePercent']) }} as sharepercent,
+    {{ json_extract_scalar('_airbyte_data', ['conditionForUser'], ['conditionForUser']) }} as conditionforuser,
+    {{ json_extract_scalar('_airbyte_data', ['isUnlimitedQuantity'], ['isUnlimitedQuantity']) }} as isunlimitedquantity,
+    {{ json_extract_scalar('_airbyte_data', ['isApplyForOrderWholesale'], ['isApplyForOrderWholesale']) }} as isapplyfororderwholesale,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_promotions') }} as table_alias
+-- promotions
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/promotions_ab2.sql

@@ -0,0 +1,34 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('promotions_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast(rest as {{ dbt_utils.type_float() }}) as rest,
+    cast({{ adapter.quote('type') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('type') }},
+    cast(endat as {{ dbt_utils.type_string() }}) as endat,
+    cast(title as {{ dbt_utils.type_string() }}) as title,
+    {{ cast_to_boolean('active') }} as active,
+    cast({{ adapter.quote('options') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('options') }},
+    cast(startat as {{ dbt_utils.type_string() }}) as startat,
+    cast(applyfor as {{ dbt_utils.type_string() }}) as applyfor,
+    cast(quantity as {{ dbt_utils.type_float() }}) as quantity,
+    cast(articleid as {{ dbt_utils.type_string() }}) as articleid,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    cast(searchstring as {{ dbt_utils.type_string() }}) as searchstring,
+    cast(sharepercent as {{ dbt_utils.type_string() }}) as sharepercent,
+    cast(conditionforuser as {{ dbt_utils.type_string() }}) as conditionforuser,
+    {{ cast_to_boolean('isunlimitedquantity') }} as isunlimitedquantity,
+    {{ cast_to_boolean('isapplyfororderwholesale') }} as isapplyfororderwholesale,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('promotions_ab1') }}
+-- promotions
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/promotions_ab3.sql

@@ -0,0 +1,34 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('promotions_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        'rest',
+        adapter.quote('type'),
+        'endat',
+        'title',
+        boolean_to_string('active'),
+        adapter.quote('options'),
+        'startat',
+        'applyfor',
+        'quantity',
+        'articleid',
+        'createdat',
+        'updatedat',
+        'searchstring',
+        'sharepercent',
+        'conditionforuser',
+        boolean_to_string('isunlimitedquantity'),
+        boolean_to_string('isapplyfororderwholesale'),
+    ]) }} as _airbyte_promotions_hashid,
+    tmp.*
+from {{ ref('promotions_ab2') }} tmp
+-- promotions
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/referrals_ab1.sql

@@ -0,0 +1,21 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_referrals') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['user'], ['user']) }} as {{ adapter.quote('user') }},
+    {{ json_extract_scalar('_airbyte_data', ['invitee'], ['invitee']) }} as invitee,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['fromSystem'], ['fromSystem']) }} as fromsystem,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_referrals') }} as table_alias
+-- referrals
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/referrals_ab2.sql

@@ -0,0 +1,21 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('referrals_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast({{ adapter.quote('user') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('user') }},
+    cast(invitee as {{ dbt_utils.type_string() }}) as invitee,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    {{ cast_to_boolean('fromsystem') }} as fromsystem,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('referrals_ab1') }}
+-- referrals
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/referrals_ab3.sql

@@ -0,0 +1,21 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('referrals_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        adapter.quote('user'),
+        'invitee',
+        'createdat',
+        boolean_to_string('fromsystem'),
+    ]) }} as _airbyte_referrals_hashid,
+    tmp.*
+from {{ ref('referrals_ab2') }} tmp
+-- referrals
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/suppliers_ab1.sql

@@ -0,0 +1,40 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_suppliers') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['tax'], ['tax']) }} as tax,
+    {{ json_extract_scalar('_airbyte_data', ['bank'], ['bank']) }} as bank,
+    {{ json_extract_scalar('_airbyte_data', ['logo'], ['logo']) }} as logo,
+    {{ json_extract_scalar('_airbyte_data', ['name'], ['name']) }} as {{ adapter.quote('name') }},
+    {{ json_extract_scalar('_airbyte_data', ['active'], ['active']) }} as active,
+    {{ json_extract_scalar('_airbyte_data', ['checkSum'], ['checkSum']) }} as checksum,
+    {{ json_extract_scalar('_airbyte_data', ['checksum'], ['checksum']) }} as checksum_1,
+    {{ json_extract_scalar('_airbyte_data', ['location'], ['location']) }} as {{ adapter.quote('location') }},
+    {{ json_extract_array('_airbyte_data', ['contracts'], ['contracts']) }} as contracts,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_array('_airbyte_data', ['documents'], ['documents']) }} as documents,
+    {{ json_extract_scalar('_airbyte_data', ['statistic'], ['statistic']) }} as statistic,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_array('_airbyte_data', ['categories'], ['categories']) }} as categories,
+    {{ json_extract_array('_airbyte_data', ['inventories'], ['inventories']) }} as inventories,
+    {{ json_extract_scalar('_airbyte_data', ['identifyCode'], ['identifyCode']) }} as identifycode,
+    {{ json_extract_scalar('_airbyte_data', ['searchString'], ['searchString']) }} as searchstring,
+    {{ json_extract_scalar('_airbyte_data', ['contractNumber'], ['contractNumber']) }} as contractnumber,
+    {{ json_extract_scalar('_airbyte_data', ['reviewStatistic'], ['reviewStatistic']) }} as reviewstatistic,
+    {{ json_extract_scalar('_airbyte_data', ['contractSignedAt'], ['contractSignedAt']) }} as contractsignedat,
+    {{ json_extract_array('_airbyte_data', ['emailForInvoices'], ['emailForInvoices']) }} as emailforinvoices,
+    {{ json_extract_scalar('_airbyte_data', ['contractExpiredAt'], ['contractExpiredAt']) }} as contractexpiredat,
+    {{ json_extract_scalar('_airbyte_data', ['sendInvoiceRequestEveryDay'], ['sendInvoiceRequestEveryDay']) }} as sendinvoicerequesteveryday,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_suppliers') }} as table_alias
+-- suppliers
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/suppliers_ab2.sql

@@ -0,0 +1,40 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('suppliers_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast(tax as {{ dbt_utils.type_string() }}) as tax,
+    cast(bank as {{ dbt_utils.type_string() }}) as bank,
+    cast(logo as {{ dbt_utils.type_string() }}) as logo,
+    cast({{ adapter.quote('name') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('name') }},
+    {{ cast_to_boolean('active') }} as active,
+    cast(checksum as {{ dbt_utils.type_string() }}) as checksum,
+    cast(checksum_1 as {{ dbt_utils.type_string() }}) as checksum_1,
+    cast({{ adapter.quote('location') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('location') }},
+    contracts,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    documents,
+    cast(statistic as {{ dbt_utils.type_string() }}) as statistic,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    categories,
+    inventories,
+    cast(identifycode as {{ dbt_utils.type_float() }}) as identifycode,
+    cast(searchstring as {{ dbt_utils.type_string() }}) as searchstring,
+    cast(contractnumber as {{ dbt_utils.type_string() }}) as contractnumber,
+    cast(reviewstatistic as {{ dbt_utils.type_string() }}) as reviewstatistic,
+    cast(contractsignedat as {{ dbt_utils.type_string() }}) as contractsignedat,
+    emailforinvoices,
+    cast(contractexpiredat as {{ dbt_utils.type_string() }}) as contractexpiredat,
+    {{ cast_to_boolean('sendinvoicerequesteveryday') }} as sendinvoicerequesteveryday,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('suppliers_ab1') }}
+-- suppliers
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/suppliers_ab3.sql

@@ -0,0 +1,40 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('suppliers_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        'tax',
+        'bank',
+        'logo',
+        adapter.quote('name'),
+        boolean_to_string('active'),
+        'checksum',
+        'checksum_1',
+        adapter.quote('location'),
+        array_to_string('contracts'),
+        'createdat',
+        array_to_string('documents'),
+        'statistic',
+        'updatedat',
+        array_to_string('categories'),
+        array_to_string('inventories'),
+        'identifycode',
+        'searchstring',
+        'contractnumber',
+        'reviewstatistic',
+        'contractsignedat',
+        array_to_string('emailforinvoices'),
+        'contractexpiredat',
+        boolean_to_string('sendinvoicerequesteveryday'),
+    ]) }} as _airbyte_suppliers_hashid,
+    tmp.*
+from {{ ref('suppliers_ab2') }} tmp
+-- suppliers
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/team_activities_ab1.sql

@@ -0,0 +1,23 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_team_activities') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['team'], ['team']) }} as team,
+    {{ json_extract_scalar('_airbyte_data', ['action'], ['action']) }} as {{ adapter.quote('action') }},
+    {{ json_extract_scalar('_airbyte_data', ['options'], ['options']) }} as {{ adapter.quote('options') }},
+    {{ json_extract_scalar('_airbyte_data', ['targetId'], ['targetId']) }} as targetid,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['createdBy'], ['createdBy']) }} as createdby,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_team_activities') }} as table_alias
+-- team_activities
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/team_activities_ab2.sql

@@ -0,0 +1,23 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('team_activities_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast(team as {{ dbt_utils.type_string() }}) as team,
+    cast({{ adapter.quote('action') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('action') }},
+    cast({{ adapter.quote('options') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('options') }},
+    cast(targetid as {{ dbt_utils.type_string() }}) as targetid,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast(createdby as {{ dbt_utils.type_string() }}) as createdby,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('team_activities_ab1') }}
+-- team_activities
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/team_activities_ab3.sql

@@ -0,0 +1,23 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('team_activities_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        'team',
+        adapter.quote('action'),
+        adapter.quote('options'),
+        'targetid',
+        'createdat',
+        'createdby',
+    ]) }} as _airbyte_team_activities_hashid,
+    tmp.*
+from {{ ref('team_activities_ab2') }} tmp
+-- team_activities
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/team_bonus_ab1.sql

@@ -0,0 +1,29 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_team_bonus') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['team'], ['team']) }} as team,
+    {{ json_extract_scalar('_airbyte_data', ['user'], ['user']) }} as {{ adapter.quote('user') }},
+    {{ json_extract_scalar('_airbyte_data', ['status'], ['status']) }} as status,
+    {{ json_extract_scalar('_airbyte_data', ['percent'], ['percent']) }} as {{ adapter.quote('percent') }},
+    {{ json_extract_scalar('_airbyte_data', ['targetId'], ['targetId']) }} as targetid,
+    {{ json_extract_scalar('_airbyte_data', ['teamName'], ['teamName']) }} as teamname,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['teamLevel'], ['teamLevel']) }} as teamlevel,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['commission'], ['commission']) }} as commission,
+    {{ json_extract_scalar('_airbyte_data', ['teamMember'], ['teamMember']) }} as teammember,
+    {{ json_extract_scalar('_airbyte_data', ['teamPromotion'], ['teamPromotion']) }} as teampromotion,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_team_bonus') }} as table_alias
+-- team_bonus
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/team_bonus_ab2.sql

@@ -0,0 +1,29 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to cast each column to its adequate SQL type converted from the JSON schema type
+-- depends_on: {{ ref('team_bonus_ab1') }}
+select
+    cast(_id as {{ dbt_utils.type_string() }}) as _id,
+    cast(team as {{ dbt_utils.type_string() }}) as team,
+    cast({{ adapter.quote('user') }} as {{ dbt_utils.type_string() }}) as {{ adapter.quote('user') }},
+    cast(status as {{ dbt_utils.type_string() }}) as status,
+    cast({{ adapter.quote('percent') }} as {{ dbt_utils.type_float() }}) as {{ adapter.quote('percent') }},
+    cast(targetid as {{ dbt_utils.type_string() }}) as targetid,
+    cast(teamname as {{ dbt_utils.type_string() }}) as teamname,
+    cast(createdat as {{ dbt_utils.type_string() }}) as createdat,
+    cast(teamlevel as {{ dbt_utils.type_float() }}) as teamlevel,
+    cast(updatedat as {{ dbt_utils.type_string() }}) as updatedat,
+    cast(commission as {{ dbt_utils.type_float() }}) as commission,
+    cast(teammember as {{ dbt_utils.type_string() }}) as teammember,
+    cast(teampromotion as {{ dbt_utils.type_string() }}) as teampromotion,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ ref('team_bonus_ab1') }}
+-- team_bonus
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/team_bonus_ab3.sql

@@ -0,0 +1,29 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to build a hash column based on the values of this record
+-- depends_on: {{ ref('team_bonus_ab2') }}
+select
+    {{ dbt_utils.surrogate_key([
+        '_id',
+        'team',
+        adapter.quote('user'),
+        'status',
+        adapter.quote('percent'),
+        'targetid',
+        'teamname',
+        'createdat',
+        'teamlevel',
+        'updatedat',
+        'commission',
+        'teammember',
+        'teampromotion',
+    ]) }} as _airbyte_team_bonus_hashid,
+    tmp.*
+from {{ ref('team_bonus_ab2') }} tmp
+-- team_bonus
+where 1 = 1
+

models/generated/airbyte_ctes/unibag/team_members_ab1.sql

@@ -0,0 +1,31 @@
+{{ config(
+    indexes = [{'columns':['_airbyte_emitted_at'],'type':'btree'}],
+    unique_key = '_airbyte_ab_id',
+    schema = "_airbyte_unibag",
+    tags = [ "top-level-intermediate" ]
+) }}
+-- SQL model to parse JSON blob stored in a single column and extract into separated field columns as described by the JSON Schema
+-- depends_on: {{ source('unibag', '_airbyte_raw_team_members') }}
+select
+    {{ json_extract_scalar('_airbyte_data', ['_id'], ['_id']) }} as _id,
+    {{ json_extract_scalar('_airbyte_data', ['role'], ['role']) }} as {{ adapter.quote('role') }},
+    {{ json_extract_scalar('_airbyte_data', ['team'], ['team']) }} as team,
+    {{ json_extract_scalar('_airbyte_data', ['user'], ['user']) }} as {{ adapter.quote('user') }},
+    {{ json_extract_scalar('_airbyte_data', ['isLeft'], ['isLeft']) }} as isleft,
+    {{ json_extract_scalar('_airbyte_data', ['leftAt'], ['leftAt']) }} as leftat,
+    {{ json_extract_scalar('_airbyte_data', ['joinedAt'], ['joinedAt']) }} as joinedat,
+    {{ json_extract_scalar('_airbyte_data', ['roleCode'], ['roleCode']) }} as rolecode,
+    {{ json_extract_scalar('_airbyte_data', ['createdAt'], ['createdAt']) }} as createdat,
+    {{ json_extract_scalar('_airbyte_data', ['statistic'], ['statistic']) }} as statistic,
+    {{ json_extract_scalar('_airbyte_data', ['updatedAt'], ['updatedAt']) }} as updatedat,
+    {{ json_extract_scalar('_airbyte_data', ['isRemovedBy'], ['isRemovedBy']) }} as isremovedby,
+    {{ json_extract_scalar('_airbyte_data', ['firstOrderAt'], ['firstOrderAt']) }} as firstorderat,
+    {{ json_extract_scalar('_airbyte_data', ['searchString'], ['searchString']) }} as searchstring,
+    {{ json_extract_scalar('_airbyte_data', ['isMemberHomegrown'], ['isMemberHomegrown']) }} as ismemberhomegrown,
+    _airbyte_ab_id,
+    _airbyte_emitted_at,
+    {{ current_timestamp() }} as _airbyte_normalized_at
+from {{ source('unibag', '_airbyte_raw_team_members') }} as table_alias
+-- team_members
+where 1 = 1
+