improve sql
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@@ -109,6 +109,7 @@ def deals(context):
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@asset(deps=[deals], io_manager_key="polars_parquet_io_manager")
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def new_deals(context: OpExecutionContext) -> pl.DataFrame:
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"""Combine deals from Plato and Sounds into a single DataFrame."""
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ic()
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storage_dir = context.resources.polars_parquet_io_manager.base_dir
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asset_key = "deals"
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@@ -126,26 +127,34 @@ def new_deals(context: OpExecutionContext) -> pl.DataFrame:
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LOWER(title) AS title,
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CAST(_date AS DATE) AS release,
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CAST(_price AS FLOAT) AS price,
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CONCAT('https://www.platomania.nl', url) AS url,
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FROM read_parquet('{storage_dir}/{asset_key}/*/plato.parquet', union_by_name = true)
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), tmp_sounds AS (
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CONCAT('https://www.platomania.nl', url) AS url
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FROM read_parquet(
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'{storage_dir}/{asset_key}/*/plato.parquet',
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union_by_name = true
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)
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),
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tmp_sounds AS (
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SELECT
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source,
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date,
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id,
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LOWER(TRIM(COALESCE(artist, SPLIT(name, '-')[1]))) AS artist,
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LOWER(TRIM(COALESCE(title, ARRAY_TO_STRING(split(name, '-')[2:], '-')))) AS title,
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LOWER(TRIM(COALESCE(
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title,
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ARRAY_TO_STRING(SPLIT(name, '-')[2:], '-')
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))) AS title,
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PARSE_DATE(release) AS release,
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CAST(price AS FLOAT) AS price,
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CONCAT('https://www.sounds.nl/detail/', id) AS url
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FROM read_parquet('{storage_dir}/{asset_key}/*/sounds.parquet', union_by_name = true)
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), tmp_both AS (
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SELECT * FROM tmp_plato UNION ALL SELECT * FROM tmp_sounds
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), tmp_rn AS (
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SELECT
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*,
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ROW_NUMBER() OVER(PARTITION BY source, id, artist, title, price ORDER BY date DESC) as rn
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FROM tmp_both
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FROM read_parquet(
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'{storage_dir}/{asset_key}/*/sounds.parquet',
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union_by_name = true
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)
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),
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tmp_both AS (
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SELECT * FROM tmp_plato
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UNION ALL
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SELECT * FROM tmp_sounds
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)
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SELECT
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source,
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@@ -156,8 +165,11 @@ def new_deals(context: OpExecutionContext) -> pl.DataFrame:
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release,
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price,
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url
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FROM tmp_rn
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WHERE rn = 1
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FROM tmp_both
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QUALIFY ROW_NUMBER() OVER (
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PARTITION BY source, id, artist, title, price
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ORDER BY date DESC
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) = 1
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ORDER BY date ASC
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"""
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).pl()
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