Add Feature mapping, additional test and documentation.

dockerfile

@@ -51,7 +51,8 @@ RUN mkdir -p /${MELTANO_PROJ_ROOT}/data/dev/ \
 && mkdir -p /${MELTANO_PROJ_ROOT}/data/prod/ \
 && /${MELTANO_PROJ_ROOT}/${DUCKDB_CLI_FOLDER}/duckdb /${MELTANO_PROJ_ROOT}/data/dev/data.duckdb "select * from pg_tables;"  \
 && /${MELTANO_PROJ_ROOT}/${DUCKDB_CLI_FOLDER}/duckdb /${MELTANO_PROJ_ROOT}/data/test/data.duckdb "select * from pg_tables;" \
-&& /${MELTANO_PROJ_ROOT}/${DUCKDB_CLI_FOLDER}/duckdb /${MELTANO_PROJ_ROOT}/data/prod/data.duckdb "select * from pg_tables;"
+&& /${MELTANO_PROJ_ROOT}/${DUCKDB_CLI_FOLDER}/duckdb /${MELTANO_PROJ_ROOT}/data/prod/data.duckdb "select * from pg_tables;" \
+&& meltano invoke dbt-duckdb:deps
 
 
 ###RUN chmod -R u+x /project/data/

meltano.yml

@@ -60,6 +60,18 @@ plugins:
       params:
         date: $ENV_DATE_GIE
         #date: '2023-02-15'
+      stream_maps:
+        stg_gie_storage:
+          key_hash: md5(config['hash_seed'] + (gasDayStart + code))
+          #__alias__: stg_gie_storage_vX
+        stg_gie_company:
+          key_hash: md5(config['hash_seed'] + (gasDayStart + code))
+        stg_gie_country:
+          key_hash: md5(config['hash_seed'] + (gasDayStart + code))
+        stg_gie_region:
+          key_hash: md5(config['hash_seed'] + (gasDayStart + code))
+      stream_map_config:
+        hash_seed: 01AWZh7A6DzGm6iJZZ2T          
       streams:
       - name: stg_gie_storage
         path: /api
@@ -132,15 +144,13 @@ plugins:
     pip_url: target-duckdb~=0.4
     config:
       add_metadata_columns: true
-      #default_target_schema: gie_stage
       default_target_schema: main
       filepath: $DB_LOCATION
       data_flattening_max_level: 10
   - name: target-duckdb-usgs
     inherit_from: target-duckdb
     config:
       add_metadata_columns: true
-      #default_target_schema: usgs_stage
       default_target_schema: main
       filepath: $DB_LOCATION
       data_flattening_max_level: 10
@@ -149,7 +159,6 @@ plugins:
     inherit_from: target-duckdb
     config:
       add_metadata_columns: true
-      #default_target_schema: gie
       default_target_schema: main
       filepath: $DB_LOCATION
       data_flattening_max_level: 10
@@ -158,24 +167,18 @@ plugins:
   - name: airflow
     variant: apache
     pip_url: apache-airflow==2.1.2 --constraint https://raw.githubusercontent.com/apache/airflow/constraints-2.1.2/constraints-${MELTANO__PYTHON_VERSION}.txt
-#  transformers:
-#  - name: dbt-duckdb
-#    variant: jwills
-#    pip_url: dbt-core~=1.2.0 dbt-duckdb~=1.2.0
   files:
   - name: files-airflow
     variant: meltano
     pip_url: git+https://github.com/meltano/files-airflow.git --constraint https://raw.githubusercontent.com/apache/airflow/constraints-2.1.2/constraints-${MELTANO__PYTHON_VERSION}.txt
   utilities:
   - name: superset
     variant: apache
-    #pip_url: apache-superset==1.5.0 markupsafe==2.0.1 duckdb-engine==0.6.4
     pip_url: apache-superset==2.0.0 flask==2.0.3 werkzeug==2.0.3 jinja2==3.0.1 wtforms==2.3.3
       git+https://github.com/meltano/superset-ext.git@main cryptography==3.4.7 markupsafe==2.0.1 
       duckdb-engine==0.7.0
   - name: dbt-duckdb
     variant: jwills
-    #pip_url: dbt-core~=1.3.0 dbt-duckdb~=1.3.0 git+https://github.com/meltano/dbt-ext.git@main
     pip_url: dbt-core~=1.4.0 dbt-duckdb~=1.4.0 git+https://github.com/meltano/dbt-ext.git@main
     commands:
       usgs:
@@ -188,12 +191,6 @@ jobs:
   tasks:
   - stg_usgs target-duckdb-usgs dbt-duckdb:usgs
 schedules:
-#- name: USGS-Earthquake
-#  interval: 35 */1 * * *
-#  extractor: stg_usgs
-#  loader: target-duckdb-usgs
-#  transform: skip
-#  start_date: 2023-01-01 15:40:21.295936
 - name: USGS-Earthquake
   interval: 35 */1 * * *
   job: usgs-to-duckdb-rpt

meltano_transform/models/gie_rpt/rpt_gie_storage.sql

@@ -6,6 +6,7 @@ SSO AS
         gasdaystart::DATE gasdaystart,
         split_part(url, '/', 2) as country,
         split_part(url, '/', 3) as company_eic,
+        key_hash,
         code as sso_eic,
         name as sso_name,
         status,
@@ -36,6 +37,7 @@ FROM
 select 
         _sdc_batched_at,
         _sdc_extracted_at,
+        key_hash,
         sso.gasdaystart,
         country,
         SSO.company_eic,

meltano_transform/models/gie_rpt/rpt_gie_storage.yml

@@ -6,13 +6,25 @@ models:
     +tags: 
       - gie
 
+    tests:
+      - dbt_utils.unique_combination_of_columns:
+          combination_of_columns:
+            - sso_eic
+            - gasdaystart      
+
     columns:
       - name: _sdc_batched_at
         description: Timestamp when the data was captured in the database.
 
       - name: _sdc_extracted_at
         description: Timestamp when the data was retrieved from the REST API.
 
+      - name: key_hash
+        description: Has of sso_eic and gasdaystart.
+        tests:
+          - unique
+          - not_null
+
       - name: gasdaystart
         description: Date of the observation. Ex. the injection field refers to the injection on this date. gasinstorage as per end of the gasdaystart.
         tests:

meltano_transform/models/overview.md

@@ -2,6 +2,10 @@
 
 ![mimodast Logo](https://github.com/EJOOSTEROP/mimodast/blob/master/assets/hatchful/logo_transparent.png)
 
+<a href="https://github.com/EJOOSTEROP/mimodast">
+    <img src="assets/hatchful/logo_transparent.png" alt="Logo" width="180" height="180">
+</a>
+
 # Mimodast dbt Project
 Mimodast is a minimal modern data stack with working data pipelines in a single Docker container.
 

meltano_transform/packages.yml

@@ -0,0 +1,3 @@
+packages:
+  - package: dbt-labs/dbt_utils
+    version: 1.0.0

meltano_transform/tests/richter_max.sql

@@ -0,0 +1,3 @@
+SELECT *
+FROM {{ ref('rpt_usgs_events')}}
+WHERE magnitude > 10

meltano_transform/tests/stage_timing.sql → meltano_transform/tests/storage_max.sql

@@ -1,3 +1,3 @@
 SELECT *
 FROM {{ ref('rpt_gie_storage')}}
-WHERE _sdc_batched_at < _sdc_extracted_at
+WHERE gasinstorage - workinggasvolume > 1

meltano_transform/tests/stage_timing.yml → meltano_transform/tests/storage_max.yml

@@ -2,5 +2,5 @@ version: 2
 
 # NOTE: THIS DOES NOT WORK. UNCLEAR IF YOU CAN DOCUMENT A TEST AT THIS STAGE.
 tests:
-  - name: stage_timing
+  - name: storage_max
     description: Data needs to be extracted before it can be stored in the database.