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[ TutGator com ] PluralSight - Processing Streaming Data With Apache Spark On Databricks
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01. Course Overview
01. Course Overview.mp4
02. Overview of the Streaming Architecture in Apache Spark
02. Prerequisites and Course Outline.mp4
03. Batch Processing vs. Stream Processing.mp4
04. Micro-batch and Continuous Processing.mp4
05. Stream Processing in Apache Spark.mp4
06. Continuous Applications in Spark.mp4
07. Demo-Reading Batch and Streaming Data.mp4
08. Demo-Running a Simple Streaming Query.mp4
09. Demo-Processing and Visualizing Streams.mp4
10. Triggers.mp4
11. Demo-Configuring Triggers.mp4
12. Module Summary.mp4
03. Applying Transformations on Streaming Data
13. Streaming Sources and Sinks.mp4
14. Auto Loader.mp4
15. Demo-Auto Loader and Rescued Data.mp4
16. Demo Writing Streams to File Sinks.mp4
17. Demo-Performing Transformations on Streams.mp4
18. Demo-Stream Processing.mp4
19. Output Modes.mp4
20. Demo-Append Mode.mp4
21. Demo-Complete Mode.mp4
22. Demo-Update Mode.mp4
04. Executing SQL Queries on Streaming Data
23. Demo-Executing SQL Queries to Process Streams.mp4
24. Demo-Creating an AWS User and S3 Bucket.mp4
25. Demo-Mounting an S3 Bucket to DBFS.mp4
26. Demo-Auto Loader to Read from an S3 Bucket Source.mp4
27. Demo-Applying UDFs on Streaming Data.mp4
28. Checkpointing.mp4
29. Demo-Checkpointing.mp4
30. Demo-Running a Streaming Job on a Cluster.mp4
31. Demo-Viewing Job Results.mp4
32. Summary and Further Study.mp4
Bonus Resources.txt
Exercise Files
02
demos
demo-01
.DS_Store
.ipynb_checkpoints
demo_01_StreamingData-checkpoint.ipynb
datasets
laptops.csv
laptops_01.csv
laptops_02.csv
laptops_03.csv
laptops_04.csv
laptops_05.csv
laptops_06.csv
laptops_07.csv
laptops_08.csv
laptops_09.csv
laptops_10.csv
demo_01_StreamingData.html
demo_01_StreamingData.ipynb
demo-02
.DS_Store
.ipynb_checkpoints
demo_02_AutoLoader-checkpoint.ipynb
datasets
.DS_Store
laptops_01.csv
laptops_02.csv
laptops_03_extracol.csv
laptops_04_rearrangedcols.csv
laptops_05.csv
laptops_06.csv
demo_02_AutoLoader.html
demo_02_AutoLoader.ipynb
demo-03
.DS_Store
.ipynb_checkpoints
demo_03_StreamingTransformations-checkpoint.ipynb
datasets
car_ad_01.csv
car_ad_02.csv
car_ad_03.csv
car_ad_04.csv
car_ad_05.csv
car_ad_06.csv
car_ad_07.csv
car_ad_08.csv
car_ad_09.csv
car_ad_10.csv
demo_03_StreamingTransformations.html
demo_03_StreamingTransformations.ipynb
demo-04
.DS_Store
datasets
car_ad_01.csv
car_ad_02.csv
car_ad_03.csv
car_ad_04.csv
car_ad_05.csv
car_ad_06.csv
car_ad_07.csv
demo_04_OutputModes.html
demo_04_OutputModes.ipynb
demo-05
.DS_Store
datasets
attrition_01.csv
attrition_02.csv
attrition_03.csv
attrition_04.csv
attrition_05.csv
attrition_06.csv
attrition_07.csv
attrition_08.csv
attrition_09.csv
attrition_10.csv
demo_05_StreamingSqlCommands.html
demo_05_StreamingSqlCommands.ipynb
demo-06
.DS_Store
datasets
car_ad_01.csv
car_ad_02.csv
car_ad_03.csv
car_ad_04.csv
car_ad_05.csv
car_ad_06.csv
car_ad_07.csv
demo_06_StreamingFromS3bucket.html
demo_06_StreamingFromS3bucket.ipynb
demo-07
.DS_Store
datasets
.DS_Store
attrition_01.csv
attrition_02.csv
attrition_03.csv
attrition_04.csv
attrition_05.csv
attrition_06.csv
attrition_07.csv
attrition_08.csv
attrition_09.csv
attrition_10.csv
demo_07_Checkpointing.html
demo_07_Checkpointing.ipynb
demo-08
.DS_Store
datasets
.DS_Store
attrition_01.csv
attrition_02.csv
attrition_03.csv
attrition_04.csv
attrition_05.csv
attrition_06.csv
attrition_07.csv
attrition_08.csv
attrition_09.csv
attrition_10.csv
demo_08_StreamingJob.html
demo_08_StreamingJob.ipynb
streaming_job.py
overview-of-the-streaming-architecture-in-apache-spark-slides.pdf
03
applying-transformations-on-streaming-data-slides.pdf
04
executing-sql-queries-on-streaming-data-slides.pdf
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