├── .gitbook └── assets │ ├── 1Qb5RmfVt6XYVYGonYoBiuA.png │ ├── Databricks Shell - Details for Query 48 (1) (1).png │ ├── Databricks Shell - Details for Query 48 (1).png │ ├── Databricks Shell - Details for Query 48 (2).png │ ├── Databricks Shell - Details for Query 48.png │ ├── broadcast.gif │ ├── image (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (1) (1) (1) (1) (1) (1) (1).png │ ├── image (1) (1) (1) (1) (1) (1).png │ ├── image (1) (1) (1) (1) (1).png │ ├── image (1) (1) (1) (1).png │ ├── image (1) (1) (1).png │ ├── image (1) (1).png │ ├── image (1).png │ ├── image (10) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (10) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (10) (1) (1) (1) (1) (1) (1).png │ ├── image (10) (1) (1) (1) (1) (1).png │ ├── image (10) (1) (1) (1) (1).png │ ├── image (10) (1) (1) (1).png │ ├── image (10) (1) (1).png │ ├── image (10) (1).png │ ├── image (10).png │ ├── image (11) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (11) (1) (1) (1) (1) (1) (1).png │ ├── image (11) (1) (1) (1) (1) (1).png │ ├── image (11) (1) (1) (1) (1).png │ ├── image (11) (1) (1) (1).png │ ├── image (11) (1) (1).png │ ├── image (11) (1).png │ ├── image (11).png │ ├── image (12) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (12) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (12) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (12) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (12) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (12) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (12) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (12) (1) (1) (1) (1) (1) (1).png │ ├── image (12) (1) (1) (1) (1) (1).png │ ├── image (12) (1) (1) (1) (1).png │ ├── image (12) (1) (1) (1).png │ ├── image (12) (1) (1).png │ ├── image (12) (1).png │ ├── image (12).png │ ├── image (13) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (13) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (13) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (13) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (13) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (13) (1) (1) (1) (1) (1) (1).png │ ├── image (13) (1) (1) (1) (1) (1).png │ ├── image (13) (1) (1) (1) (1).png │ ├── image (13) (1) (1) (1).png │ ├── image (13) (1) (1).png │ ├── image (13) (1).png │ ├── image (13).png │ ├── image (14) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (14) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (14) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (14) (1) (1) (1) (1) (1) (1).png │ ├── image (14) (1) (1) (1) (1) (1).png │ ├── image (14) (1) (1) (1) (1).png │ ├── image (14) (1) (1) (1).png │ ├── image (14) (1) (1).png │ ├── image (14) (1).png │ ├── image (14).png │ ├── image (15) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (15) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (15) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (15) (1) (1) (1) (1) (1) (1).png │ ├── image (15) (1) (1) (1) (1) (1).png │ ├── image (15) (1) (1) (1) (1).png │ ├── image (15) (1) (1) (1).png │ ├── image (15) (1) (1).png │ ├── image (15) (1).png │ ├── image (15).png │ ├── image (16) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (16) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (16) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (16) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (16) (1) (1) (1) (1) (1) (1).png │ ├── image (16) (1) (1) (1) (1) (1).png │ ├── image (16) (1) (1) (1) (1).png │ ├── image (16) (1) (1) (1).png │ ├── image (16) (1) (1).png │ ├── image (16) (1).png │ ├── image (16).png │ ├── image (17) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (17) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (17) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (17) (1) (1) (1) (1) (1) (1).png │ ├── image (17) (1) (1) (1) (1) (1).png │ ├── image (17) (1) (1) (1) (1).png │ ├── image (17) (1) (1) (1).png │ ├── image (17) (1) (1).png │ ├── image (17) 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├── image (2) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (2) (1) (1) (1) (1) (1) (1).png │ ├── image (2) (1) (1) (1) (1) (1).png │ ├── image (2) (1) (1) (1) (1).png │ ├── image (2) (1) (1) (1).png │ ├── image (2) (1) (1).png │ ├── image (2) (1).png │ ├── image (2).png │ ├── image (20) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (20) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (20) (1) (1) (1) (1) (1) (1).png │ ├── image (20) (1) (1) (1) (1) (1).png │ ├── image (20) (1) (1) (1) (1).png │ ├── image (20) (1) (1) (1).png │ ├── image (20) (1) (1).png │ ├── image (20) (1).png │ ├── image (20).png │ ├── image (21) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (21) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (21) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (21) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (21) (1) (1) (1) (1) (1) (1).png │ ├── image (21) (1) (1) (1) (1) (1).png │ ├── image (21) (1) (1) (1) (1).png │ ├── image (21) (1) (1) (1).png │ ├── image (21) (1) 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image (24) (1) (1).png │ ├── image (24) (1).png │ ├── image (24).png │ ├── image (25) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (25) (1) (1) (1) (1) (1) (1).png │ ├── image (25) (1) (1) (1) (1) (1).png │ ├── image (25) (1) (1) (1) (1).png │ ├── image (25) (1) (1) (1).png │ ├── image (25) (1) (1).png │ ├── image (25) (1).png │ ├── image (25).png │ ├── image (26) (1) (1) (1) (1) (1) (1).png │ ├── image (26) (1) (1) (1) (1) (1).png │ ├── image (26) (1) (1) (1) (1).png │ ├── image (26) (1) (1) (1).png │ ├── image (26) (1) (1).png │ ├── image (26) (1).png │ ├── image (26).png │ ├── image (27) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (27) (1) (1) (1) (1) (1) (1).png │ ├── image (27) (1) (1) (1) (1) (1).png │ ├── image (27) (1) (1) (1) (1).png │ ├── image (27) (1) (1) (1).png │ ├── image (27) (1) (1).png │ ├── image (27) (1).png │ ├── image (27).png │ ├── image (28) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (28) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (28) (1) (1) (1) (1) (1) (1).png │ ├── image (28) (1) (1) (1) (1) (1).png │ ├── image (28) (1) (1) (1) (1).png │ ├── image (28) (1) (1) (1).png │ ├── image (28) (1) (1).png │ ├── image (28) (1).png │ ├── image (28).png │ ├── image (29) (1) (1) (1) (1) (1) (1).png │ ├── image (29) (1) (1) (1) (1) (1).png │ ├── image (29) (1) (1) (1) (1).png │ ├── image (29) (1) (1) (1).png │ ├── image (29) (1) (1).png │ ├── image (29) (1).png │ ├── image (29).png │ ├── image (3) (1) (1) (1) (1) (1).png │ ├── image (3) (1) (1) (1) (1).png │ ├── image (3) (1) (1) (1).png │ ├── image (3) (1) (1).png │ ├── image (3) (1).png │ ├── image (3).png │ ├── image (30) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (30) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (30) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (30) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (30) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (30) (1) (1) (1) (1) (1) (1).png │ ├── image (30) (1) (1) (1) (1) (1).png │ ├── image (30) (1) (1) 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├── image (40).png │ ├── image (41).png │ ├── image (42).png │ ├── image (5) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (5) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (5) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (5) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (5) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (5) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (5) (1) (1) (1) (1) (1) (1).png │ ├── image (5) (1) (1) (1) (1) (1).png │ ├── image (5) (1) (1) (1) (1).png │ ├── image (5) (1) (1) (1).png │ ├── image (5) (1) (1).png │ ├── image (5) (1).png │ ├── image (5).png │ ├── image (6) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (6) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (6) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (6) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (6) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (6) (1) (1) (1) (1) (1) (1).png │ ├── image (6) (1) (1) (1) (1) (1).png │ 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├── image (8).png │ ├── image (9) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (9) (1) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (9) (1) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (9) (1) (1) (1) (1) (1) (1) (1).png │ ├── image (9) (1) (1) (1) (1) (1) (1).png │ ├── image (9) (1) (1) (1) (1) (1).png │ ├── image (9) (1) (1) (1) (1).png │ ├── image (9) (1) (1) (1).png │ ├── image (9) (1) (1).png │ ├── image (9) (1).png │ ├── image (9).png │ ├── image.png │ └── shuffle.gif ├── 01-data-infra ├── 1.1.md ├── 1.2-processing.md ├── 1.2.md ├── 1.3-storage.md └── 1.3.md ├── 02-processing ├── 2.1.md ├── 2.1 │ ├── README.md │ └── untitled.md ├── 2.2-batch.md ├── 2.2-batch │ ├── 2.1.1-spark-intro.md │ ├── 2.1.2-spark-architecture.md │ ├── 2.1.3-spark-concept.md │ ├── 2.1.4-spark-architecture.md │ ├── 2.1.5-spark-memory-management.md │ ├── 2.1.x-spark-cache.md │ ├── 2.1.x-spark-dataframe.md │ ├── 2.1.x-spark-join.md │ ├── 2.1.x-spark-persistence.md │ ├── 2.1.x-spark-sql-and-table.md │ ├── 2.2.2-spark-versions.md │ └── README.md ├── 2.3-workflow.md └── 2.4-stream │ ├── 2.4.1-kafka-intro.md │ ├── 2.4.2-kafka-advanced.md │ ├── 2.4.3-spark-streaming.md │ ├── 2.4.4-streaming-window.md │ ├── 2.4.5-streaming-state.md │ ├── 2.4.6-streaming-sink.md │ └── README.md ├── 04-data-storage ├── 4.2.md ├── 4.3-rdb-mysql.md ├── 4.4.md ├── 4.5-kv-storage-dynamodb.md ├── 4.6-druid.md └── untitled │ ├── 4.1-kafka-concept.md │ ├── 4.2-kafka-advanced.md │ ├── 4.3-kafka-versions.md │ └── README.md ├── 05-data-application ├── 5.2.md ├── 5.3.md ├── 5.4.md └── untitled.md ├── 08-case-study ├── week-1-data-pipeline.md ├── week-2-emr-and-kubernetes.md ├── week-3-metastore.md ├── week-4-kv-and-delta-storage.md ├── week-5-kafka-rebalancing.md └── week-6-ml-pipeline.md ├── 09-installation ├── druid.md ├── dynamodb.md ├── elasticsearch.md ├── flink.md ├── kafka.md ├── mysql.md ├── presto.md └── spark │ ├── README.md │ ├── spark-databricks-saas.md │ ├── spark-emr.md │ ├── spark-kubernetes.md │ ├── 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-------------------------------------------------------------------------------- 1 | # 4.3 RDB (MySQL) 2 | 3 | Practical AWS Pipeline 의 이론 과정입니다. 4 | -------------------------------------------------------------------------------- /04-data-storage/4.4.md: -------------------------------------------------------------------------------- 1 | # 4.4 ElasticSearch 2 | 3 | Practical AWS Pipeline 의 이론 과정입니다. 4 | -------------------------------------------------------------------------------- /04-data-storage/4.5-kv-storage-dynamodb.md: -------------------------------------------------------------------------------- 1 | # 4.5 KV Storage (DynamoDB) 2 | 3 | Practical AWS Pipeline 의 이론 과정입니다. 4 | -------------------------------------------------------------------------------- /04-data-storage/4.6-druid.md: -------------------------------------------------------------------------------- 1 | # 4.6 Druid 2 | 3 | Practical AWS Pipeline 의 이론 과정입니다. 4 | 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/04-data-storage/untitled/README.md: -------------------------------------------------------------------------------- 1 | # 4.1 Kafka 2 | 3 | Practical AWS Pipeline 의 이론 과정입니다. 4 | -------------------------------------------------------------------------------- /05-data-application/5.2.md: -------------------------------------------------------------------------------- 1 | # 5.2 통계 서비스 2 | 3 | Practical Spark 의 실습 과정입니다. 4 | -------------------------------------------------------------------------------- /05-data-application/5.3.md: -------------------------------------------------------------------------------- 1 | # 5.3 추천 서비스 2 | 3 | Practical Spark 의 실습 과정입니다. 4 | -------------------------------------------------------------------------------- /05-data-application/5.4.md: -------------------------------------------------------------------------------- 1 | # 5.4 A/B 테스팅 2 | 3 | Practical AWS Pipeline 의 이론 과정입니다. 4 | -------------------------------------------------------------------------------- /05-data-application/untitled.md: -------------------------------------------------------------------------------- 1 | # 5.1 데이터 서비스 2 | 3 | -------------------------------------------------------------------------------- /08-case-study/week-1-data-pipeline.md: -------------------------------------------------------------------------------- 1 | # Week 1 - Data Pipeline 2 | 3 | Practical Spark 의 이론 과정입니다. 4 | -------------------------------------------------------------------------------- /08-case-study/week-2-emr-and-kubernetes.md: -------------------------------------------------------------------------------- 1 | # Week 2 - EMR & Kubernetes 2 | 3 | Practical Spark 의 이론 과정입니다. 4 | -------------------------------------------------------------------------------- /08-case-study/week-3-metastore.md: -------------------------------------------------------------------------------- 1 | # Week 3 - Metastore 2 | 3 | Practical Spark 의 이론 과정입니다. 4 | -------------------------------------------------------------------------------- /08-case-study/week-4-kv-and-delta-storage.md: -------------------------------------------------------------------------------- 1 | # Week 4 - KV & Delta Storage 2 | 3 | Practical Spark 의 이론 과정입니다. 4 | -------------------------------------------------------------------------------- /08-case-study/week-5-kafka-rebalancing.md: -------------------------------------------------------------------------------- 1 | # Week 5 - Kafka Rebalancing 2 | 3 | Practical Spark 의 이론 과정입니다. 4 | -------------------------------------------------------------------------------- /08-case-study/week-6-ml-pipeline.md: -------------------------------------------------------------------------------- 1 | # Week 6 - ML Pipeline 2 | 3 | Practical Spark 의 이론 과정입니다. 4 | -------------------------------------------------------------------------------- /09-installation/druid.md: -------------------------------------------------------------------------------- 1 | # Druid 설치 및 환경 구성 2 | 3 | -------------------------------------------------------------------------------- /09-installation/dynamodb.md: -------------------------------------------------------------------------------- 1 | # DynamoDB 사용을 위한 환경 구성 2 | 3 | -------------------------------------------------------------------------------- /09-installation/elasticsearch.md: -------------------------------------------------------------------------------- 1 | # ElasticSearch 설치 및 환경 구성 2 | 3 | -------------------------------------------------------------------------------- /09-installation/flink.md: -------------------------------------------------------------------------------- 1 | # Flink 설치 및 환경 구성 2 | 3 | -------------------------------------------------------------------------------- /09-installation/kafka.md: -------------------------------------------------------------------------------- 1 | # Kafka 설치 및 환경 구성 2 | 3 | -------------------------------------------------------------------------------- /09-installation/mysql.md: -------------------------------------------------------------------------------- 1 | # MySQL 설치 및 환경 구성 2 | 3 | -------------------------------------------------------------------------------- /09-installation/presto.md: -------------------------------------------------------------------------------- 1 | # Presto 설치 및 환경 구성 2 | 3 | -------------------------------------------------------------------------------- /09-installation/spark/README.md: -------------------------------------------------------------------------------- 1 | # Spark 설치 및 환경 구성 2 | 3 | -------------------------------------------------------------------------------- /09-installation/spark/spark-databricks-saas.md: -------------------------------------------------------------------------------- 1 | # Spark - Databricks 환경 (SaaS) 2 | 3 | -------------------------------------------------------------------------------- /09-installation/spark/spark-emr.md: -------------------------------------------------------------------------------- 1 | # Spark - EMR 환경 2 | 3 | 작성중입니다 4 | -------------------------------------------------------------------------------- /09-installation/spark/spark-kubernetes.md: -------------------------------------------------------------------------------- 1 | # Spark - Kubernetes 환경 2 | 3 | 작성중입니다 4 | -------------------------------------------------------------------------------- /09-installation/spark/spark-local-jupyter.md: -------------------------------------------------------------------------------- 1 | # Spark - Local Jupyter 환경 2 | 3 | 작성중입니다 4 | -------------------------------------------------------------------------------- /09-installation/spark/spark-local-shell.md: -------------------------------------------------------------------------------- 1 | # Spark - Local Shell 환경 2 | 3 | 작성중입니다 4 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1ambda/practical-data-pipeline/HEAD/README.md -------------------------------------------------------------------------------- /SUMMARY.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1ambda/practical-data-pipeline/HEAD/SUMMARY.md -------------------------------------------------------------------------------- /undefined.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1ambda/practical-data-pipeline/HEAD/undefined.md --------------------------------------------------------------------------------