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| Author | SHA1 | Date | |
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e62aad148b |
@@ -3,11 +3,7 @@
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-- Broad coverage (140K+ locations) enables Gemeinde-level market intelligence.
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-- One row per geoname_id (GeoNames stable numeric identifier).
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--
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-- Supports two landing formats (UNION ALL during migration):
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-- New: cities_global.jsonl.gz — one city per line, columns directly accessible
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-- Old: cities_global.json.gz — {"rows": [...]} blob (UNNEST required)
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--
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-- Source: data/landing/geonames/{year}/{month}/cities_global.{jsonl,json}.gz
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-- Source: data/landing/geonames/{year}/{month}/cities_global.jsonl.gz
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MODEL (
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name staging.stg_population_geonames,
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@@ -16,21 +12,18 @@ MODEL (
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grain geoname_id
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);
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WITH
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-- New format: one city per JSONL line
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jsonl_rows AS (
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SELECT
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SELECT
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TRY_CAST(geoname_id AS INTEGER) AS geoname_id,
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city_name,
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country_code,
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TRIM(city_name) AS city_name,
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UPPER(country_code) AS country_code,
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TRY_CAST(lat AS DOUBLE) AS lat,
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TRY_CAST(lon AS DOUBLE) AS lon,
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admin1_code,
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admin2_code,
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NULLIF(TRIM(admin1_code), '') AS admin1_code,
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NULLIF(TRIM(admin2_code), '') AS admin2_code,
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TRY_CAST(population AS BIGINT) AS population,
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TRY_CAST(ref_year AS INTEGER) AS ref_year,
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CURRENT_DATE AS extracted_date
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FROM read_json(
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FROM read_json(
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@LANDING_DIR || '/geonames/*/*/cities_global.jsonl.gz',
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format = 'newline_delimited',
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columns = {
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@@ -38,52 +31,10 @@ jsonl_rows AS (
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lat: 'DOUBLE', lon: 'DOUBLE', admin1_code: 'VARCHAR', admin2_code: 'VARCHAR',
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population: 'BIGINT', ref_year: 'INTEGER'
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}
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)
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WHERE geoname_id IS NOT NULL
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),
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-- Old format: {"rows": [...]} blob — kept for transition
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blob_rows AS (
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SELECT
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TRY_CAST(row ->> 'geoname_id' AS INTEGER) AS geoname_id,
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row ->> 'city_name' AS city_name,
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row ->> 'country_code' AS country_code,
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TRY_CAST(row ->> 'lat' AS DOUBLE) AS lat,
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TRY_CAST(row ->> 'lon' AS DOUBLE) AS lon,
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row ->> 'admin1_code' AS admin1_code,
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row ->> 'admin2_code' AS admin2_code,
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TRY_CAST(row ->> 'population' AS BIGINT) AS population,
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TRY_CAST(row ->> 'ref_year' AS INTEGER) AS ref_year,
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CURRENT_DATE AS extracted_date
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FROM (
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SELECT UNNEST(rows) AS row
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FROM read_json(
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@LANDING_DIR || '/geonames/*/*/cities_global.json.gz',
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auto_detect = true,
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maximum_object_size = 40000000
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)
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)
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WHERE (row ->> 'geoname_id') IS NOT NULL
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),
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all_rows AS (
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SELECT * FROM jsonl_rows
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UNION ALL
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SELECT * FROM blob_rows
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)
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SELECT
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geoname_id,
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TRIM(city_name) AS city_name,
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UPPER(country_code) AS country_code,
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lat,
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lon,
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NULLIF(TRIM(admin1_code), '') AS admin1_code,
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NULLIF(TRIM(admin2_code), '') AS admin2_code,
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population,
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ref_year,
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extracted_date
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FROM all_rows
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WHERE population IS NOT NULL
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WHERE geoname_id IS NOT NULL
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AND population IS NOT NULL
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AND population > 0
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AND geoname_id IS NOT NULL
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AND city_name IS NOT NULL
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AND lat IS NOT NULL
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AND lon IS NOT NULL
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