diff --git a/.talismanrc b/.talismanrc index 9eaf512c6..c8f2fe9c5 100644 --- a/.talismanrc +++ b/.talismanrc @@ -5,6 +5,8 @@ fileignoreconfig: checksum: df312ccb4c75fc4c2441a1f7f2c7817ee98ffb3065c78d5d7d6addf6ab129176 - filename: analytics/.env.example checksum: 8b09617118ef02245d361673d661fdee62b71a683a58d344dd09354f9c144c37 +- filename: analytics/dagster/src/assets/populate_edited_owners_ban_addresses.py + checksum: c3a27f2457d2c1cd5f01ef1940c78bc40f8dedb0aff7a5edbc0d1b1e5000f5d3 - filename: analytics/dagster/src/assets/populate_housings_ban_addresses.py checksum: 66b41821bccc209598ed3d082e5666102edf52ae854b41db3f0b3fe3640657b7 - filename: analytics/dagster/src/assets/populate_owners_ban_addresses.py diff --git a/analytics/.gitignore b/analytics/.gitignore index 6df9b9869..1cfef89d5 100644 --- a/analytics/.gitignore +++ b/analytics/.gitignore @@ -4,4 +4,5 @@ .ipynb_checkpoints/ *.csv .tmp -.log \ No newline at end of file +.log +dagster/logs/event.log diff --git a/analytics/dagster/Dockerfile b/analytics/dagster/Dockerfile index 094260146..011e65c9e 100644 --- a/analytics/dagster/Dockerfile +++ b/analytics/dagster/Dockerfile @@ -33,7 +33,7 @@ COPY src/ $DAGSTER_HOME # Définir le répertoire de travail WORKDIR $DAGSTER_HOME -RUN dbt deps +# RUN dbt deps # Configurer l'authentification basique pour Nginx RUN htpasswd -cb /etc/nginx/.htpasswd $ZLV_HTTP_USERNAME $ZLV_HTTP_PASSWORD diff --git a/analytics/dagster/logs/event.log b/analytics/dagster/logs/event.log deleted file mode 100644 index d09b63e70..000000000 --- a/analytics/dagster/logs/event.log +++ /dev/null @@ -1,170 +0,0 @@ -{"action": "GRAPHQL_QUERY_COMPLETED", "client_time": "2025-01-22 09:55:44.461000", "event_id": "a66ed092-1271-4477-ad83-6e0d10fefec4", "elapsed_time": "None", "instance_id": "3535e14f-e2a7-4b35-a902-c2e428480e12", "metadata": {"client_id": "05fdde35-9a31-4bf4-a851-823d66198481", "operationName": "PipelineExplorerRootQuery", "elapsedTime": "134.89999997615814"}, 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MetadataValue, AssetExecutionContext, Output, op +import requests +import pandas as pd +from io import StringIO + +@asset( + description="Return edited owners (score = 1).", + required_resource_keys={"psycopg2_connection"} +) +def owners_with_edited_address(context: AssetExecutionContext): + query = """ + SELECT + o.id as owner_id, + array_to_string(o.address_dgfip, ' ') as address_dgfip + FROM owners o + LEFT JOIN ban_addresses ba ON o.id = ba.ref_id + WHERE ba.ref_id IS NOT NULL AND ba.score = 1; -- Propriétaires avec adresse éditée par Stéphanie + """ + + try: + with context.resources.psycopg2_connection as conn: + df = pd.read_sql(query, conn) + except Exception as e: + context.log.error(f"Error executing query: {e}") + raise + + return df + +@asset( + description="Split the owners DataFrame into multiple CSV files (chunks), store them to disk, and return the file paths as metadata.", + required_resource_keys={"ban_config"} +) +def create_csv_chunks_from_owners(context: AssetExecutionContext, owners_with_edited_address): + config = context.resources.ban_config + + chunk_size = config.chunk_size + max_files = config.max_files + disable_max_files = config.disable_max_files + + num_chunks = len(owners_with_edited_address) // chunk_size + 1 + + if not disable_max_files: + num_chunks = min(num_chunks, max_files) + + file_paths = [] + + for i in range(num_chunks): + start_idx = i * chunk_size + end_idx = (i + 1) * chunk_size + chunk = owners_with_edited_address.iloc[start_idx:end_idx] + + chunk_file_path = f"{config.csv_file_path}_part_{i+1}.csv" + file_paths.append(chunk_file_path) + + chunk.to_csv(chunk_file_path, index=False, columns=["owner_id", "address_dgfip"]) + + context.log.info(f"CSV file created: {chunk_file_path}") + context.log.info(f"Preview of the CSV file:\n{chunk.head()}") + context.log.info(f"Generated {i + 1} out of {num_chunks} files") + + return Output(value=file_paths, metadata={"file_paths": MetadataValue.text(", ".join(file_paths))}) + + +@asset( + description="Send each CSV chunk to the BAN address API, aggregate valid responses into a single CSV, and return the path to the aggregated CSV file.", + required_resource_keys={"ban_config"} +) +def send_csv_chunks_to_api(context: AssetExecutionContext, create_csv_chunks_from_owners): + config = context.resources.ban_config + + aggregated_file_path = f"{config.csv_file_path}_aggregated.csv" + + with open(aggregated_file_path, 'w') as aggregated_file: + first_file = True + + for file_path in create_csv_chunks_from_owners: + files = {'data': open(file_path, 'rb')} + data = {'columns': 'address_dgfip', 'citycode': 'geo_code'} + + response = requests.post(config.api_url, files=files, data=data) + + if response.status_code == 200: + api_data = pd.read_csv(StringIO(response.text)) + api_data.to_csv(aggregated_file, mode='a', index=False, header=first_file) + first_file = False + + context.log.info(f"Processed file: {file_path}") + else: + raise Exception(f"API request failed with status code {response.status_code}") + + return aggregated_file_path + +@asset( + description="Parse the aggregated CSV from the BAN address API, insert valid owners' addresses into `ban_addresses`, and return the count of processed records.", + required_resource_keys={"psycopg2_connection"} +) +def parse_api_response_and_insert_owners_addresses(context: AssetExecutionContext, send_csv_chunks_to_api): + api_df = pd.read_csv(send_csv_chunks_to_api) + + filtered_df = api_df[api_df['result_status'] == 'ok'] + failed_rows = api_df[api_df['result_status'] != 'ok'] + context.log.warning(f"Number of owners with failed API results: {len(failed_rows)}") + + filtered_df = filtered_df.applymap(lambda x: None if pd.isna(x) else x) + filtered_df['address_kind'] = "Owner" + + with context.resources.psycopg2_connection as conn: + with conn.cursor() as cursor: + cursor.execute(""" + CREATE TEMP TABLE temp_ban_addresses ( + ref_id TEXT, + house_number TEXT, + address TEXT, + street TEXT, + postal_code TEXT, + city TEXT, + latitude FLOAT, + longitude FLOAT, + score FLOAT, + ban_id TEXT, + address_kind TEXT + ); + """) + + buffer = StringIO() + filtered_df.to_csv(buffer, sep='\t', header=False, index=False) + buffer.seek(0) + cursor.copy_from(buffer, 'temp_ban_addresses', sep='\t') + + cursor.execute(""" + UPDATE ban_addresses AS ba + SET ban_id = tba.ban_id + FROM temp_ban_addresses AS tba + WHERE ba.ref_id = tba.ref_id + AND ba.address_kind = tba.address_kind; + """) + cursor.execute("DROP TABLE temp_ban_addresses;") + + conn.commit() + + context.log.info(f"{len(filtered_df)} valid records inserted successfully.") + + return { + "metadata": {"num_records": MetadataValue.text(f"{len(filtered_df)} records inserted")} + } diff --git a/analytics/dagster/src/definitions.py b/analytics/dagster/src/definitions.py index a3e46537b..5ff0bc382 100644 --- a/analytics/dagster/src/definitions.py +++ b/analytics/dagster/src/definitions.py @@ -25,6 +25,7 @@ from .assets import production_dbt from .assets.populate_owners_ban_addresses import owners_without_address, create_csv_chunks_from_owners, send_csv_chunks_to_api, parse_api_response_and_insert_owners_addresses +from .assets.populate_edited_owners_ban_addresses import owners_with_edited_address, create_csv_chunks_from_owners, send_csv_chunks_to_api, parse_api_response_and_insert_owners_addresses from .assets.populate_housings_ban_addresses import housings_without_address, create_csv_from_housings, send_csv_to_api, parse_api_response_and_insert_housing_addresses from .resources.ban_config import ban_config_resource from .resources.database_resources import psycopg2_connection_resource @@ -100,6 +101,16 @@ ), ) +edited_owners_asset_job = define_asset_job( + name="populate_edited_owners_addresses", + selection=AssetSelection.assets( + "owners_with_edited_address", + "create_csv_chunks_from_owners", + "send_csv_chunks_to_api", + "parse_api_response_and_insert_owners_addresses", + ), +) + housings_asset_job = define_asset_job( name="populate_housings_addresses", selection=AssetSelection.assets( @@ -117,6 +128,7 @@ # dagster_notion_assets, # dagster_notion_assets, owners_without_address, create_csv_chunks_from_owners, send_csv_chunks_to_api, parse_api_response_and_insert_owners_addresses, + owners_with_edited_address, create_csv_chunks_from_owners, send_csv_chunks_to_api, parse_api_response_and_insert_owners_addresses, housings_without_address, create_csv_from_housings, send_csv_to_api, parse_api_response_and_insert_housing_addresses, *dwh_assets, *dbt_analytics_assets, @@ -139,5 +151,5 @@ "sqlalchemy_engine": sqlalchemy_engine_resource, }, schedules=[daily_refresh_schedule, yearly_ff_refresh_schedule], - jobs=[owners_asset_job, housings_asset_job], + jobs=[owners_asset_job, edited_owners_asset_job, housings_asset_job], ) diff --git a/analytics/dagster/src/jobs/edited_owners_ban_addresses_job.py b/analytics/dagster/src/jobs/edited_owners_ban_addresses_job.py new file mode 100644 index 000000000..97d087fd0 --- /dev/null +++ b/analytics/dagster/src/jobs/edited_owners_ban_addresses_job.py @@ -0,0 +1,14 @@ +from dagster import job +from dagster.src.assets.populate_edited_owners_ban_addresses import owners_with_edited_address +from dagster.src.resources.ban_config import ban_config_resource +from dagster.src.resources import sqlalchemy_engine_resource, psycopg2_connection_resource + +@job( + resource_defs={ + "ban_config": ban_config_resource, + "sqlalchemy_engine": sqlalchemy_engine_resource, + "psycopg2_connection": psycopg2_connection_resource, + } +) +def edited_owners_ban_addresses_job(): + owners_with_edited_address() diff --git a/analytics/dagster/src/jobs/housings_ban_addresses_job.py b/analytics/dagster/src/jobs/housings_ban_addresses_job.py index 027b4a0d1..3341958b6 100644 --- a/analytics/dagster/src/jobs/housings_ban_addresses_job.py +++ b/analytics/dagster/src/jobs/housings_ban_addresses_job.py @@ -1,5 +1,5 @@ from dagster import job -from dagster.src.assets.populate_owners_ban_addresses import housings_without_address +from dagster.src.assets.populate_owners_ban_addresses import owners_without_address from dagster.src.resources.ban_config import ban_config_resource from dagster.src.resources import sqlalchemy_engine_resource, psycopg2_connection_resource @@ -11,4 +11,4 @@ } ) def housings_ban_addresses_job(): - housings_without_address() + owners_without_address() diff --git a/analytics/docker-compose.yml b/analytics/docker-compose.yml index e5dbdc466..c4aaf101c 100644 --- a/analytics/docker-compose.yml +++ b/analytics/docker-compose.yml @@ -8,14 +8,14 @@ services: - ./dbt:/opt/dagster/dbt env_file: - .env - expose: + expose: - 3000 ports: - 3000:3000 - + postgres: image: postgres:latest - expose: + expose: - 54322 ports: - 54322:5432