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Data Developer & Engineer

With Terraform

korawica/ddedocs

Data Developer & Engineer

korawica/ddedocs

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Tools
Tools
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- Orchestration
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- Ingestion
  Ingestion
  - Airbyte
    
    Airbyte
    
    With Terraform
  - DltHub
    
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- Extract & Transform & Load
  Extract & Transform & Load
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    Connections
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    To DeltaLake
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    Connections
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    Media Files
    
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    Avoid These at Any Cost
    
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    Read Files
    
    Multi Query
    
    ForEach Batch
    
    Deploy
    Deploy
    
    On Local
    
    On Docker
    
    On Kubernetes
    
    On Local with DataProc Serverless
    
    Updated
    Updated
    
    Spark 3.4
    Spark 3.4
    
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    DuckDB
    
    Database
    
    Connections
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    To DeltaLake
- Streaming
  Streaming
  - Kafka
    
    Kafka
    
    With Zookeeper
    
    Use-Cases
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    Agoda
  - Flink
    
    Flink
- Open Table
  Open Table
  - DeltaLake
    
    DeltaLake
    
    Deletion Vector
    
    Liquid Clustering
    
    Partition Z-Order Cluster
    
    Universal Format
    
    Merge
    
    Pyspark API
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    Auto Schema Evolution
    
    Image Files
    
    SCD2
    
    Star Schema
    
    Keeping Fast & Clean
    
    Best Practice
    
    Handling Concurrent Write
    
    Stream Data
  - Iceberg
    
    Iceberg
    
    Reduce Full Scan
    
    Small Files
    
    Concurrent Write
    
    With Pyspark
  - Hudi
    
    Hudi
- Storage
  Storage
  - Hadoop
    
    Hadoop
    
    On Mac
  - MinIO
    
    MinIO
- Quality
  Quality
  - Great Expectations
    
    Great Expectations
    
    With Databricks
    
    With Spark
- CICD & Monitoring
  CICD & Monitoring
  - Jenkins
    
    Jenkins
  - Jira
    
    Jira
  - Vault
    
    Vault
- ML & BI
  ML & BI
  - MLflow
    
    MLflow
  - Pinot
    
    Pinot
  - Trino
    
    Trino
- Programing Languages
  Programing Languages
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  - Python
    
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    Threading
    
    Libraries
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    Functional Programing
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    Monad
    
    Toolz
    
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    Rust
    
    With Rust
    
    Migration
    
    Versions
    Versions
    
    Python 3.12
  - GO
    
    GO
    
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    Collection
    
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  - Rust
    
    Rust
    
    Learning
    
    From Python
    
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Blogs
Blogs
- Datetime

Airbyte: With Terraform

https://medium.com/@jeremysrgt/manage-airbyte-with-code-a-guide-to-using-the-terraform-provider-347f73e132eb