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A Green Spark Job Isn't Enough: Building a Fail-Closed Pipeline Health Monitor in Python
Rupak Kulkarni
Rupak Kulkarni
Rupak Kulkarni
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Nov 2
A Green Spark Job Isn't Enough: Building a Fail-Closed Pipeline Health Monitor in Python
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python
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dataengineering
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devops
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testing
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6 min read
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How Much Does a Custom Web Scraper Cost to Build?
Aqib Javaid
Aqib Javaid
Aqib Javaid
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Nov 2
How Much Does a Custom Web Scraper Cost to Build?
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webscraping
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dataengineering
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datapipelines
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softwareestimation
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6 min read
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Web Scraping vs Official API: Which Should You Use?
Aqib Javaid
Aqib Javaid
Aqib Javaid
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Nov 2
Web Scraping vs Official API: Which Should You Use?
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webscraping
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apiintegration
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dataengineering
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architecture
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6 min read
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Equality deletes have no address, and that's why your Iceberg reads crawl
Kennedy Njoroge
Kennedy Njoroge
Kennedy Njoroge
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Nov 2
Equality deletes have no address, and that's why your Iceberg reads crawl
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dataengineering
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iceberg
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sql
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flink
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7 min read
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Iceberg vs Parquet: do you need a table format?
Mohammed Arshad Ansari
Mohammed Arshad Ansari
Mohammed Arshad Ansari
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Nov 2
Iceberg vs Parquet: do you need a table format?
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dataengineering
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database
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data
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analytics
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3 min read
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Proving exactly-once by killing the stream mid-backlog
Tan Tran
Tan Tran
Tan Tran
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Nov 1
Proving exactly-once by killing the stream mid-backlog
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dataengineering
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spark
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iceberg
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kafka
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8 min read
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Spark Is Lazy, and That One Fact Explains Most Beginner Confusion
K HUNNURJI RAO
K HUNNURJI RAO
K HUNNURJI RAO
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Nov 1
Spark Is Lazy, and That One Fact Explains Most Beginner Confusion
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pyspark
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dataengineering
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beginners
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python
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reaction
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5 min read
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Your premium preview audit may be measuring a probe cap
Dataspryva
Dataspryva
Dataspryva
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Nov 1
Your premium preview audit may be measuring a probe cap
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datascience
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python
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analytics
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dataengineering
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7 min read
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Un pipeline de clima del Perú con dbt, DuckDB y GitHub Actions, sin AWS
Abel Fernando PACOMPIA ORTIZ
Abel Fernando PACOMPIA ORTIZ
Abel Fernando PACOMPIA ORTIZ
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Nov 1
Un pipeline de clima del Perú con dbt, DuckDB y GitHub Actions, sin AWS
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dataengineering
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python
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dbt
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githubactions
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6 min read
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CDC Schema Changes: What Breaks and How to Ship Them
Pipeline Whiteboard
Pipeline Whiteboard
Pipeline Whiteboard
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Oct 31
CDC Schema Changes: What Breaks and How to Ship Them
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dataengineering
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kafka
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snowflake
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database
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7 min read
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Bridging Python and Rust: Building Type-Safe Data Quality Pipelines with PyO3 and JSON Schema 2020-12 #rust #python #pyo3 #jsonschema
Raj Gahoi
Raj Gahoi
Raj Gahoi
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Oct 31
Bridging Python and Rust: Building Type-Safe Data Quality Pipelines with PyO3 and JSON Schema 2020-12 #rust #python #pyo3 #jsonschema
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dataengineering
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performance
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python
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rust
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9 min read
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Bridging the Lakehouse: Ingesting Databricks Unity Catalog into Cognee Knowledge Graphs
Pranjul Chaurasiya
Pranjul Chaurasiya
Pranjul Chaurasiya
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Oct 31
Bridging the Lakehouse: Ingesting Databricks Unity Catalog into Cognee Knowledge Graphs
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databricks
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ai
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dataengineering
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python
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4 min read
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Don't treat Fabric data ingestion as a one-size-fits-all problem
Aniket Abhishek Soni
Aniket Abhishek Soni
Aniket Abhishek Soni
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Oct 31
Don't treat Fabric data ingestion as a one-size-fits-all problem
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microsoftfabric
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dataengineering
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analytics
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azure
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5 min read
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AWS + Snowflake: Building Modern Data and AI Workflows with Glue, S3, Iceberg, and Cortex
Muhammad Umair Ashraf
Muhammad Umair Ashraf
Muhammad Umair Ashraf
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Oct 31
AWS + Snowflake: Building Modern Data and AI Workflows with Glue, S3, Iceberg, and Cortex
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aws
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snowflake
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dataengineering
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cloud
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7 min read
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CDC Deletes, Tombstones and the Idempotent MERGE
Pipeline Whiteboard
Pipeline Whiteboard
Pipeline Whiteboard
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Oct 30
CDC Deletes, Tombstones and the Idempotent MERGE
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dataengineering
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kafka
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snowflake
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sql
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7 min read
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