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[FreeCoursesOnline.Me] [Packtpub.Com] Apache Spark Tips, Tricks, & Techniques - [FCO]

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视频 2019-2-6 20:57 2024-12-22 04:49 189 550.65 MB 36
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文件列表
  1. 01.Transformations and Actions/0101.The Course Overview.mp47.61MB
  2. 01.Transformations and Actions/0102.Using Spark Transformations to Defer Computations to a Later Time.mp417.34MB
  3. 01.Transformations and Actions/0103.Avoiding Transformations.mp414.04MB
  4. 01.Transformations and Actions/0104.Using reduce and reduceByKey to Calculate Results.mp418.4MB
  5. 01.Transformations and Actions/0105.Performing Actions That Trigger Computations.mp416.87MB
  6. 01.Transformations and Actions/0106.Reusing the Same RDD for Different Actions.mp413.36MB
  7. 02.Immutable Design/0201.Delve into Spark RDDs ParentChild Chain.mp422.29MB
  8. 02.Immutable Design/0202.Using RDD in an Immutable Way.mp412.1MB
  9. 02.Immutable Design/0203.Using DataFrame Operations to Transform It.mp413.57MB
  10. 02.Immutable Design/0204.Immutability in the Highly Concurrent Environment.mp416.9MB
  11. 02.Immutable Design/0205.Using Dataset API in an Immutable Way.mp411.82MB
  12. 03.Avoid Shuffle and Reduce Operational Expenses/0301.Detecting a Shuffle in a Processing.mp416.85MB
  13. 03.Avoid Shuffle and Reduce Operational Expenses/0302.Testing Operations That Cause Shuffle in Apache Spark.mp415MB
  14. 03.Avoid Shuffle and Reduce Operational Expenses/0303.Changing Design of Jobs with Wide Dependencies.mp411.67MB
  15. 03.Avoid Shuffle and Reduce Operational Expenses/0304.Using keyBy() Operations to Reduce Shuffle.mp415.32MB
  16. 03.Avoid Shuffle and Reduce Operational Expenses/0305.Using Custom Partitioner to Reduce Shuffle.mp412.9MB
  17. 04.Saving Data in the Correct Format/0401.Saving Data in Plain Text.mp420.85MB
  18. 04.Saving Data in the Correct Format/0402.Leveraging JSON as a Data Format.mp415.29MB
  19. 04.Saving Data in the Correct Format/0403.Tabular Formats – CSV.mp413.23MB
  20. 04.Saving Data in the Correct Format/0404.Using Avro with Spark.mp415.59MB
  21. 04.Saving Data in the Correct Format/0405.Columnar Formats – Parquet.mp413.6MB
  22. 05.Working with Spark KeyValue API/0501.Available Transformations on KeyValue Pairs.mp418.02MB
  23. 05.Working with Spark KeyValue API/0502.Using aggregateByKey Instead of groupBy().mp417.77MB
  24. 05.Working with Spark KeyValue API/0503.Actions on KeyValue Pairs.mp413.17MB
  25. 05.Working with Spark KeyValue API/0504.Available Partitioners on KeyValue Data.mp423.05MB
  26. 05.Working with Spark KeyValue API/0505.Implementing Custom Partitioner.mp418.31MB
  27. 06.Testing Apache Spark Jobs/0601.Separating Logic from Spark Engine – Unit Testing.mp417.37MB
  28. 06.Testing Apache Spark Jobs/0602.Integration Testing Using SparkSession.mp412.48MB
  29. 06.Testing Apache Spark Jobs/0603.Mocking Data Sources Using Partial Functions.mp415.39MB
  30. 06.Testing Apache Spark Jobs/0604.Using ScalaCheck for Property-Based Testing.mp414.33MB
  31. 06.Testing Apache Spark Jobs/0605.Testing in Different Versions of Spark.mp412.7MB
  32. 07.Leveraging Spark GraphX API/0701.Creating Graph from Datasource.mp413.4MB
  33. 07.Leveraging Spark GraphX API/0702.Using Vertex API.mp417.97MB
  34. 07.Leveraging Spark GraphX API/0703.Using Edge API.mp410.68MB
  35. 07.Leveraging Spark GraphX API/0704.Calculate Degree of Vertex.mp414.21MB
  36. 07.Leveraging Spark GraphX API/0705.Calculate Page Rank.mp417.18MB
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