Nearle/Analytical_engine_backend
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Gokul
2026-05-11 12:36:20 +05:30
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[2026-03-19 17:56:53] DuckDB ready with view 'deliveries' from s3://nearle/parquet/deliveries/*.parquet
[2026-03-19 17:56:55] NODE: Semantic Column Selector - Who is the top revenue tenant?
[2026-03-19 17:56:55] Selected Columns: ['tenantname', 'orderamount', 'deliveryamt', 'tenantid', 'tenantcontactno', 'tenanttoken', 'tenantsuburb', 'tenantcity', 'tenantaddress', 'othercharges']
[2026-03-19 17:56:55] NODE: Intent Detection - Who is the top revenue tenant?
[2026-03-19 17:56:55] NODE: Metric Selection (Semantic Layer)
[2026-03-19 17:56:55] Semantic Match Found: revenue -> SUM(deliveryamount)
[2026-03-19 17:56:55] NODE: Chart Planning
[2026-03-19 17:57:31] NODE: SQL Generation (Reduced Schema)
[2026-03-19 17:58:29] GEN SQL: Top Performance Comparison -> SELECT
DATE(deliverydate) AS day,
COUNT(deliveryid) AS delivery_count
FROM deliveries
WHERE
deliverydate >= (
SELECT
MAX(deliverydate)
FROM deliveries
) - INTERVAL '30 days'
GROUP BY
day
ORDER BY
SUM(deliveryamount) DESC
LIMIT 10
[2026-03-19 17:58:29] NODE: Batch Execute SQL with Fallback
[2026-03-19 17:58:29] Initializing DuckDB with live S3 data
[2026-03-19 17:58:31] DuckDB ready with view 'deliveries' from s3://nearle/parquet/deliveries/*.parquet
[2026-03-19 17:58:31] EXECUTING SQL for 'Top Performance Comparison':
SELECT
DATE(deliverydate) AS day,
COUNT(deliveryid) AS delivery_count
FROM deliveries
WHERE
deliverydate >= (
SELECT
MAX(deliverydate)
FROM deliveries
) - INTERVAL '30 days'
GROUP BY
day
ORDER BY
SUM(deliveryamount) DESC
LIMIT 10
[2026-03-19 17:58:33] EXEC DONE: Top Performance Comparison found 10 rows
[2026-03-19 17:58:33] NODE: Forecasting Layer
[2026-03-19 17:58:33] NODE: Anomaly Detection
[2026-03-19 17:58:33] NODE: Batch Validation & Smart Suggestions
[2026-03-19 17:58:33] NODE: Results Analysis
[2026-03-19 17:58:57] NODE: Business Insights
[2026-03-19 17:59:50] NODE: Dashboard Assembly
[2026-03-19 19:00:02] NODE: Dataset Summary
[2026-03-19 19:00:02] Initializing DuckDB with live S3 data
[2026-03-19 19:00:03] DuckDB ready with view 'deliveries' from s3://nearle/parquet/deliveries/*.parquet
[2026-03-19 19:00:06] NODE: Semantic Column Selector - Who is the top revenue tenant?
[2026-03-19 19:00:06] Selected Columns: ['tenantname', 'orderamount', 'deliveryamt', 'tenantid', 'tenantcontactno', 'tenanttoken', 'tenantsuburb', 'tenantcity', 'tenantaddress', 'othercharges']
[2026-03-19 19:00:06] NODE: Intent Detection - Who is the top revenue tenant?
[2026-03-19 19:00:06] NODE: Metric Selection (Semantic Layer)
[2026-03-19 19:00:06] Semantic Match Found: revenue -> SUM(deliveryamount)
[2026-03-19 19:00:06] NODE: Chart Planning
[2026-03-19 19:00:43] NODE: SQL Generation (Reduced Schema)
[2026-03-19 19:01:39] GEN SQL: Top Performance Comparison -> SELECT
DATE(deliverydate) AS day,
COUNT(deliveryid) AS delivery_count
FROM deliveries
WHERE
deliverydate >= (
SELECT
MAX(deliverydate)
FROM deliveries
) - INTERVAL '30 days'
GROUP BY
day
ORDER BY
SUM(deliveryamount) DESC
LIMIT 10
[2026-03-19 19:01:39] NODE: Batch Execute SQL with Fallback
[2026-03-19 19:01:39] Initializing DuckDB with live S3 data
[2026-03-19 19:01:40] DuckDB ready with view 'deliveries' from s3://nearle/parquet/deliveries/*.parquet
[2026-03-19 19:01:40] EXECUTING SQL for 'Top Performance Comparison':
SELECT
DATE(deliverydate) AS day,
COUNT(deliveryid) AS delivery_count
FROM deliveries
WHERE
deliverydate >= (
SELECT
MAX(deliverydate)
FROM deliveries
) - INTERVAL '30 days'
GROUP BY
day
ORDER BY
SUM(deliveryamount) DESC
LIMIT 10
[2026-03-19 19:01:42] EXEC DONE: Top Performance Comparison found 10 rows
[2026-03-19 19:01:42] NODE: Forecasting Layer
[2026-03-19 19:01:42] NODE: Anomaly Detection
[2026-03-19 19:01:42] NODE: Batch Validation & Smart Suggestions
[2026-03-19 19:01:42] NODE: Results Analysis
[2026-03-19 19:02:07] NODE: Business Insights
[2026-03-19 19:02:59] NODE: Dashboard Assembly