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I built a mini columnar storage engine in pure Python — and finally understood why Parquet is so fast
Haji Rufai
Haji Rufai
Haji Rufai
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Jun 7
I built a mini columnar storage engine in pure Python — and finally understood why Parquet is so fast
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dataengineering
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python
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database
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performance
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6 min read
Hitting the Iceberg REST Catalog Directly: Understanding the Differences Between Glue Data Catalog and S3 Tables
Aki
Aki
Aki
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AWS Community Builders
Jul 10
Hitting the Iceberg REST Catalog Directly: Understanding the Differences Between Glue Data Catalog and S3 Tables
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aws
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iceberg
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dataengineering
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2
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17 min read
Why I Don’t Let the LLM Decide Issue State
Ahmad Humayun
Ahmad Humayun
Ahmad Humayun
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Jun 6
Why I Don’t Let the LLM Decide Issue State
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ai
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python
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dataengineering
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marketinganalytics
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5 min read
The customer_id that isn't a customer
Gaur Data
Gaur Data
Gaur Data
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Jun 29
The customer_id that isn't a customer
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agents
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analytics
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dataengineering
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sql
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8 min read
Your Scraper Collected 50 Rows. There Were 4,000.
Alex Spinov
Alex Spinov
Alex Spinov
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Jun 6
Your Scraper Collected 50 Rows. There Were 4,000.
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webscraping
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python
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dataengineering
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pagination
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7 min read
Deeper into Dataform 3: Auditing Dataform
Ben Watson
Ben Watson
Ben Watson
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Jun 6
Deeper into Dataform 3: Auditing Dataform
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dataform
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dataengineering
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gcp
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bigquery
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2 min read
How I Broke Down My ETL Pipeline Project Into Smaller Engineering Exercises
Tanmay
Tanmay
Tanmay
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Jun 6
How I Broke Down My ETL Pipeline Project Into Smaller Engineering Exercises
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dataengineering
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database
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etl
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sql
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2 min read
Apache Data Lakehouse Weekly: July 1 to July 8, 2026
Alex Merced
Alex Merced
Alex Merced
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Jul 9
Apache Data Lakehouse Weekly: July 1 to July 8, 2026
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news
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data
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dataengineering
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opensource
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24 min read
I built a data-contract validator in pure Python (no pandas, no PyYAML) and it caught a 30% revenue ghost
Haji Rufai
Haji Rufai
Haji Rufai
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Jun 6
I built a data-contract validator in pure Python (no pandas, no PyYAML) and it caught a 30% revenue ghost
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python
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dataengineering
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datascience
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opensource
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6 min read
A practical pipeline for turning messy business documents into spreadsheets
alex zheng
alex zheng
alex zheng
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Jun 6
A practical pipeline for turning messy business documents into spreadsheets
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dataengineering
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ai
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productivity
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2 min read
How Delta Lake Brings ACID to a Data Lake
RONI DAS
RONI DAS
RONI DAS
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Jul 10
How Delta Lake Brings ACID to a Data Lake
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systemdesign
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dataengineering
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bigdata
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database
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3 min read
A Fair Coin Isn't Enough: When a Perfectly Randomized Experiment Is Impossible to Analyze
John
John
John
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Jul 10
A Fair Coin Isn't Enough: When a Perfectly Randomized Experiment Is Impossible to Analyze
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analytics
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data
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dataengineering
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datascience
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2
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6 min read
gold 숫자가 이상할 때 source_hash, quality, lineage로 원인 좁히기
박준현
박준현
박준현
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Jul 10
gold 숫자가 이상할 때 source_hash, quality, lineage로 원인 좁히기
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dataengineering
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python
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etl
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learning
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2 min read
Designing an API-First Value-Based Care Analytics Stack for MA Payers
VBC Risk Analytics
VBC Risk Analytics
VBC Risk Analytics
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Jul 10
Designing an API-First Value-Based Care Analytics Stack for MA Payers
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analytics
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api
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dataengineering
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systemdesign
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3 min read
How do I answer "what did my data look like last month" in Postgres?
Wonder-David Efe
Wonder-David Efe
Wonder-David Efe
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Jul 9
How do I answer "what did my data look like last month" in Postgres?
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ai
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dataengineering
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sql
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temporalqueries
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2
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4 min read
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