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-- preview the final etl data | |
SELECT * | |
FROM smart_hub_data_catalog.etl_output_parquet | |
LIMIT 10; | |
-- total cost in $'s for each device, at location 'b6a8d42425fde548' | |
-- from high to low, on December 21, 2019 | |
SELECT device, | |
concat('$', cast(cast(sum(cost) / 100 AS decimal(10, 2)) AS varchar)) AS total_cost | |
FROM smart_hub_data_catalog.etl_tmp_output_parquet | |
WHERE loc_id = 'b6a8d42425fde548' | |
AND date (cast(ts AS timestamp)) = date '2019-12-21' | |
GROUP BY device | |
ORDER BY total_cost DESC; | |
-- count of smart hub residential locations in Oregon and California, | |
-- grouped by zip code, sorted by count | |
SELECT DISTINCT postcode, upper(state), count(postcode) AS smart_hub_count | |
FROM smart_hub_data_catalog.smart_hub_locations_parquet | |
WHERE state IN ('or', 'ca') | |
AND length(cast(postcode AS varchar)) >= 5 | |
GROUP BY state, postcode | |
ORDER BY smart_hub_count DESC, postcode; | |
-- electrical usage for the clothes washer | |
-- over a 30-minute period, on December 21, 2019 | |
SELECT ts, device, location, type, cost | |
FROM smart_hub_data_catalog.etl_tmp_output_parquet | |
WHERE loc_id = 'b6a8d42425fde548' | |
AND device = 'Clothes Washer' | |
AND cast(ts AS timestamp) | |
BETWEEN timestamp '2019-12-21 08:45:00' | |
AND timestamp '2019-12-21 09:15:00' | |
ORDER BY ts; |
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