├── LICENSE.md ├── README.md ├── data └── foxdata.txt ├── howto ├── README.md ├── download_install_run_spark.md └── minimize_verbosity.md ├── images ├── Data-Algorithms-with-Spark_mech2.pdf ├── Data-Algorithms-with-Spark_mech2.png ├── Data_Algorithms_with_Spark_COVER_9781492082385.png ├── data_algorithms_image.jpg ├── data_algorithms_with_spark.jpg └── pyspark_algorithms2.jpg └── tutorial ├── .DS_Store ├── add-indices └── add-indices.txt ├── basic-average └── basic-average.txt ├── basic-filter └── basic-filter.txt ├── basic-join └── basicjoin.txt ├── basic-map └── basic-map.txt ├── basic-multiply └── basic-multiply.txt ├── basic-sort └── sort-by-key.txt ├── basic-sum └── basic-sum.txt ├── basic-union └── basic-union.txt ├── bigrams └── bigrams.txt ├── cartesian └── cartesian.txt ├── combine-by-key ├── README.md ├── combine-by-key.txt ├── distributed_computing_with_spark_by_Javier_Santos_Paniego.pdf ├── spark-combineByKey.md ├── spark-combineByKey.txt └── standard_deviation_by_combineByKey.md ├── dna-basecount ├── README.md ├── basemapper.py ├── dna-basecount.md ├── dna-basecount2.md ├── dna-basecount3.md └── dna_seq.txt ├── map-partitions └── README.md ├── pyspark-examples ├── dataframes │ ├── VIDEO-DataFrames.txt │ ├── dataframe-examples.md │ ├── dataframe-session-2018-04-26.txt │ ├── dataframe-session-2018-05-15.txt │ ├── dataframe-session-2018-10-30.txt │ ├── dataframe-session-2019-02-14.txt │ ├── dataframe-session-2020-11-04.txt │ ├── dataframe-session-2021-05-12-intro.txt │ ├── dataframe-session-2022-05-12.txt │ └── dataframe-session-2022-05-19-Converting-DataFrame-to-RDD.txt └── rdds │ ├── combineByKey_example.py │ ├── count_min_max.py │ ├── groupbykey_and_reducebykey_example.ipynb │ ├── pyspark-session-2015-02-23.txt │ ├── pyspark-session-2015-03-13.txt │ ├── pyspark-session-2015-04-10.txt │ ├── pyspark-session-2018-01-18.txt │ ├── pyspark-session-2018-04-12.txt │ ├── pyspark-session-2018-10-02.txt │ ├── pyspark-session-2018-10-09.txt │ ├── pyspark-session-2019-01-22.txt │ ├── pyspark-session-2019-01-30.txt │ ├── pyspark-session-2019-04-16.txt │ ├── pyspark-session-2019-04-18.txt │ ├── pyspark-session-2019-04-26.txt │ ├── pyspark-session-2019-05-09.txt │ ├── pyspark-session-2019-10-09.txt │ ├── pyspark-session-2019-10-16.txt │ ├── pyspark-session-2020-01-22.txt │ ├── pyspark-session-2020-01-24.txt │ ├── pyspark-session-2020-02-03.txt │ ├── pyspark-session-2020-04-16.txt │ ├── pyspark-session-2020-04-23.txt │ ├── pyspark-session-2020-07-06-word-count.txt │ ├── pyspark-session-2020-10-05.txt │ ├── pyspark-session-2020-10-07.txt │ ├── pyspark-session-2020-10-12.txt │ ├── pyspark-session-2020-10-15.txt │ ├── pyspark-session-2020-10-19.txt │ ├── pyspark-session-2021-01-19.txt │ ├── pyspark-session-2021-01-21.ipynb │ ├── pyspark-session-2021-01-26.txt │ ├── pyspark-session-2021-04-12.txt │ ├── pyspark-session-2021-04-14.txt │ ├── pyspark-session-2021-04-19.txt │ ├── pyspark-session-2021-04-21-mapPartitions.txt │ ├── pyspark-session-2021-04-29-min-max-avg.txt │ ├── pyspark-session-2021-05-05-join.txt │ ├── pyspark-session-2021-10-06.txt │ ├── pyspark-session-2021-10-11-filter-map-flatMap.txt │ ├── pyspark-session-2021-10-20-understanding-partitions.txt │ ├── pyspark-session-2021-10-25-RDD-join.txt │ ├── pyspark-session-2022-04-12.txt │ ├── pyspark-session-2022-04-14-mappers-and-filters-and-reduce.txt │ ├── pyspark-session-2022-04-19-read-text-groupbykey-mapvalues-filter.txt │ ├── pyspark-session_2019-10-07.txt │ ├── pyspark-session_2020-07-01.txt │ └── understanding_partitions.txt ├── pyspark-udf └── pyspark_udf_maptype.txt ├── ranking ├── README.md └── ranking_functions_in_pyspark.md ├── split-function └── README.md ├── top-N └── top-N.txt └── wordcount ├── README.md ├── run_word_count.sh ├── run_word_count_ver2.sh ├── word_count.py ├── word_count_ver2.py ├── wordcount-shorthand.txt └── wordcount.txt /LICENSE.md: 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