├── .github ├── release-drafter.yml └── workflows │ └── release-drafter.yml ├── .gitignore ├── README.md ├── docs ├── .nojekyll ├── README.md ├── _config.yml ├── _coverpage.md ├── _sidebar.md ├── ch01-bigdata-introduction.md ├── ch02-Hadoop.md ├── ch03-HDFS.md ├── ch04-HBase.md ├── ch05-MapReduce.md ├── ch06-Homework01.md ├── ch07-Hive.md ├── ch08-Spark.md ├── ch09-bigdata-summary.md ├── ch10-Homework02.md ├── images │ ├── ch01 │ │ ├── ch1.1.png │ │ └── ch1.2.png │ ├── ch02 │ │ ├── ch2.0.1.png │ │ ├── ch2.0.10.png │ │ ├── ch2.0.11.png │ │ ├── ch2.0.12.png │ │ ├── ch2.0.2.png │ │ ├── ch2.0.3.png │ │ ├── ch2.0.4.png │ │ ├── ch2.0.5.png │ │ ├── ch2.0.6.png │ │ ├── ch2.0.7.png │ │ ├── ch2.0.8.png │ │ ├── ch2.0.9.png │ │ ├── ch2.2.png │ │ └── ch2.3.png │ ├── ch03 │ │ ├── ch3.0.png │ │ ├── ch3.1.1.png │ │ ├── ch3.1.1_namenode.png │ │ ├── ch3.2.png │ │ ├── ch3.3.1.png │ │ ├── ch3.3.2.png │ │ ├── ch3.4.1.png │ │ ├── ch3.4.1_emoij.png │ │ ├── ch3.4.1_read.png │ │ ├── ch3.4.2.png │ │ ├── ch3.4.2_write.png │ │ ├── ch3.4.3_1.png │ │ ├── ch3.4.3_2.png │ │ ├── ch3.4.3_3.png │ │ ├── ch3.4.3_4.png │ │ ├── ch3.5.png │ │ ├── ch3_ex1.1.png │ │ ├── ch3_ex1.10.png │ │ ├── ch3_ex1.11.png │ │ ├── ch3_ex1.12.png │ │ ├── ch3_ex1.13.png │ │ ├── ch3_ex1.14.png │ │ ├── ch3_ex1.15.png │ │ ├── ch3_ex1.16.png │ │ ├── ch3_ex1.17.png │ │ ├── ch3_ex1.18.png │ │ ├── ch3_ex1.19.png │ │ ├── ch3_ex1.2.png │ │ ├── ch3_ex1.20.png │ │ ├── ch3_ex1.21.png │ │ ├── ch3_ex1.3.png │ │ ├── ch3_ex1.4.png │ │ ├── ch3_ex1.5.png │ │ ├── ch3_ex1.6.png │ │ ├── ch3_ex1.7.png │ │ ├── ch3_ex1.8.png │ │ ├── ch3_ex1.8_emoji.png │ │ └── ch3_ex1.9.png │ ├── ch04 │ │ ├── ch4.0.png │ │ ├── ch4.1.1.png │ │ ├── ch4.2.2.png │ │ ├── ch4.2.3.png │ │ ├── ch4.2.4.png │ │ ├── ch4.2.5.png │ │ ├── ch4.2.6.png │ │ ├── ch4.2_emoji.png │ │ ├── ch4.3.2_1.png │ │ ├── ch4.3.2_2.png │ │ ├── ch4.3.3.png │ │ ├── ch4.4.1.png │ │ ├── ch4.4.1_zookeeper.png │ │ ├── ch4.4.3.png │ │ ├── ch4.6.1.png │ │ ├── ch4.6.2.png │ │ ├── ch4_ex1.1.png │ │ ├── ch4_ex1.10.png │ │ ├── ch4_ex1.11.png │ │ ├── ch4_ex1.2.png │ │ ├── ch4_ex1.2_emoji.png │ │ ├── ch4_ex1.3.png │ │ ├── ch4_ex1.4.png │ │ ├── ch4_ex1.5.png │ │ ├── ch4_ex1.6.png │ │ ├── ch4_ex1.7.png │ │ ├── ch4_ex1.8.png │ │ ├── ch4_ex1.9.png │ │ ├── ch4_ex2.1.1.png │ │ ├── ch4_ex2.1.2.png │ │ ├── ch4_ex2.1.3_add.png │ │ ├── ch4_ex2.1.3_del.png │ │ ├── ch4_ex2.1.4.png │ │ ├── ch4_ex2.1.5.png │ │ ├── ch4_ex2.2_SC.png │ │ ├── ch4_ex2.2_SC_answer.png │ │ ├── ch4_ex2.2_course.png │ │ ├── ch4_ex2.2_course_answer.png │ │ ├── ch4_ex2.2_stu.png │ │ └── ch4_ex2.2_stu_answer.png │ ├── ch05 │ │ ├── ch5.0.1.png │ │ ├── ch5.0.2.png │ │ ├── ch5.0.2_3.png │ │ ├── ch5.0.3.png │ │ ├── ch5.0.4.png │ │ ├── ch5.0.5.png │ │ ├── ch5.1.1.png │ │ ├── ch5.1.2.png │ │ ├── ch5.1.3.png │ │ ├── ch5.1.4.png │ │ ├── ch5.1.5.png │ │ ├── ch5.2.0.png │ │ ├── ch5.2.1.png │ │ ├── ch5.2.2.png │ │ ├── ch5.2.2_emoji.png │ │ ├── ch5.2.3.1.1.png │ │ ├── ch5.2.3.1.2.png │ │ ├── ch5.2.3.3.1.png │ │ ├── ch5.2.3.3.2.png │ │ ├── ch5.2.3.png │ │ ├── ch5.2.3_emoji1.png │ │ ├── ch5.2.3_emoji2.png │ │ ├── ch5.2.4.png │ │ ├── ch5.3.1.png │ │ ├── ch5.3.10.png │ │ ├── ch5.3.11.png │ │ ├── ch5.3.12.png │ │ ├── ch5.3.13.png │ │ ├── ch5.3.2.png │ │ ├── ch5.3.3.png │ │ ├── ch5.3.4.png │ │ ├── ch5.3.5.png │ │ ├── ch5.3.6.png │ │ ├── ch5.3.7.png │ │ ├── ch5.3.8.png │ │ ├── ch5.3.9.png │ │ ├── ch5_ex1.1.png │ │ ├── ch5_ex1.10.png │ │ ├── ch5_ex1.11.png │ │ ├── ch5_ex1.12.png │ │ ├── ch5_ex1.13.png │ │ ├── ch5_ex1.14.png │ │ ├── ch5_ex1.15.png │ │ ├── ch5_ex1.16.png │ │ ├── ch5_ex1.17.png │ │ ├── ch5_ex1.18.png │ │ ├── ch5_ex1.19.png │ │ ├── ch5_ex1.2.png │ │ ├── ch5_ex1.20.png │ │ ├── ch5_ex1.21.png │ │ ├── ch5_ex1.22.png │ │ ├── ch5_ex1.23.png │ │ ├── ch5_ex1.3.png │ │ ├── ch5_ex1.4.png │ │ ├── ch5_ex1.5.png │ │ ├── ch5_ex1.6.png │ │ ├── ch5_ex1.7.png │ │ ├── ch5_ex1.8.png │ │ └── ch5_ex1.9.png │ ├── ch06 │ │ ├── ch6.0.1.png │ │ ├── ch6.0.2_1.png │ │ ├── ch6.0.2_2.png │ │ ├── ch6.0.2_3.png │ │ ├── ch6.0.3.png │ │ ├── ch6.0.png │ │ ├── ch6.1.1.png │ │ ├── ch6.1.2.png │ │ ├── ch6.1.2_emoji.png │ │ ├── ch6.1.3.png │ │ ├── ch6.1.4.png │ │ ├── ch6.1.png │ │ ├── ch6.2.1.png │ │ ├── ch6.3.3_1.png │ │ ├── ch6.3.3_2.png │ │ ├── ch6.3.3_3.png │ │ ├── ch6.3.3_4.png │ │ ├── ch6.3.png │ │ ├── ch6.5.png │ │ ├── ch6_ex1.1.png │ │ ├── ch6_ex1.2.png │ │ ├── ch6_ex1.3.png │ │ ├── ch6_ex1.4.png │ │ ├── ch6_ex1.5.png │ │ ├── ch6_ex1.6.png │ │ ├── ch6_ex2.1.png │ │ ├── ch6_ex2.10.png │ │ ├── ch6_ex2.11.png │ │ ├── ch6_ex2.12.png │ │ ├── ch6_ex2.13.png │ │ ├── ch6_ex2.14.png │ │ ├── ch6_ex2.15.png │ │ ├── ch6_ex2.16.png │ │ ├── ch6_ex2.17.png │ │ ├── ch6_ex2.18.png │ │ ├── ch6_ex2.19.png │ │ ├── ch6_ex2.2.png │ │ ├── ch6_ex2.20.png │ │ ├── ch6_ex2.21.png │ │ ├── ch6_ex2.3.png │ │ ├── ch6_ex2.4.png │ │ ├── ch6_ex2.5.png │ │ ├── ch6_ex2.6.png │ │ ├── ch6_ex2.7.png │ │ ├── ch6_ex2.8.png │ │ └── ch6_ex2.9.png │ ├── ch07 │ │ ├── ch7.0_1.png │ │ ├── ch7.0_2.png │ │ ├── ch7.0_3.png │ │ ├── ch7.1.1.png │ │ ├── ch7.1.2_1.png │ │ ├── ch7.1.3_1.png │ │ ├── ch7.2.3_1.jpg │ │ ├── ch7.2.4_1.jpg │ │ ├── ch7.2.5_1.jpg │ │ ├── ch7.2.5_2.png │ │ ├── ch7.2.5_3.png │ │ ├── ch7.3.1_1.png │ │ ├── ch7.3.2_1.png │ │ ├── ch7.3.2_2.png │ │ ├── ch7.3.4_1.png │ │ ├── ch7.4.2.3_1.png │ │ ├── ch7.4.2.3_2.png │ │ ├── ch7.4.2.3_3.png │ │ ├── ch7.4.2.3_4.png │ │ ├── ch7.4.2.4_1.png │ │ ├── ch7.4.2.4_2.png │ │ ├── ch7.4.2.4_3.png │ │ ├── ch7.4.2.4_4.png │ │ ├── ch7_ex1.1.png │ │ ├── ch7_ex1.2.png │ │ ├── ch7_sp2.1.png │ │ ├── ch7_sp2.2.png │ │ ├── ch7_sp2.3.png │ │ ├── ch7_sp2.4.png │ │ ├── ch7_sp3.1.png │ │ ├── ch7_sp3.2.png │ │ ├── ch7_sp3.3.png │ │ ├── ch7_sp3.4.png │ │ ├── ch7_sp3.5.png │ │ ├── ch7_sp3.6.png │ │ ├── ch7_sp3.7.png │ │ └── ch7_sp3.8.png │ ├── ch08 │ │ ├── ch8.1.png │ │ └── ch8.2.png │ ├── datawhale_qrcode.jpeg │ └── logo.png └── index.html ├── experiments ├── ch02-Hadoop │ ├── Hadoop配置.md │ ├── Hadoop集群模式安装.md │ └── Hadoop集群模式安装节点.md ├── ch03-HDFS │ ├── HDFS API操作.md │ ├── HDFS 的使用和管理.md │ └── HDFS命令操作.md ├── ch04-HBase │ ├── HBase的安装部署和使用.md │ └── 熟悉常用的HBase操作.md ├── ch05-MapReduce │ ├── MapReduce的个人理解.md │ ├── Mapreduce实例_wordcount.md │ └── Mapreduce实例_排序.md ├── ch06-期中大作业 │ ├── ch6 期中大作业.md │ ├── proj_template1.py │ ├── proj_template2.py │ ├── readme.txt │ ├── test_case.zip │ ├── tiny-data.res.txt │ └── tiny-data.txt ├── ch07-Hive │ ├── Hive数仓：使用桶表.md │ ├── Hive数仓：导入、导出表数据.md │ ├── Hive数仓：操作分区表.md │ └── Hive的安装部署和管理.md ├── ch08-Spark │ ├── MLlib 二分类问题.md │ ├── PySpark中的RDD创建.md │ ├── PySpark中的RDD基本操作.md │ ├── PySpark中的SQL.md │ ├── Spark SQL的基本使用.md │ ├── Spark SQL编程开发.md │ ├── Spark中Scala、Python和R的Shell操作.md │ ├── Spark的Scala API介绍.md │ └── Spark的Scala API的使用.md └── ch10-期末大作业 │ ├── ch10 期末大作业.md │ ├── project_df_template.py │ ├── project_rdd_template.py │ ├── readme.txt │ ├── stopwords.txt │ ├── testcase_top20.zip │ └── tiny-doc.txt ├── images ├── datawhale_qrcode.jpeg └── logo.png └── resources └── 环境安装.txt /.github/release-drafter.yml: 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