├── .gitignore ├── .ipynb_checkpoints └── 1.PySpark测试-checkpoint.ipynb ├── 1.PySpark测试.ipynb ├── 1.PySpark测试.md ├── 1.windows模拟开发环境搭建 ├── .ipynb_checkpoints │ ├── Untitled-checkpoint.ipynb │ └── windows模拟开发环境搭建-checkpoint.md ├── img │ ├── 1.jpg │ ├── 10.jpg │ ├── 11.jpg │ ├── 12.jpg │ ├── 13.jpg │ ├── 14.jpg │ ├── 15.jpg │ ├── 16.jpg │ ├── 17.jpg │ ├── 18.jpg │ ├── 19.jpg │ ├── 2.jpg │ ├── 3.jpg │ ├── 4.jpg │ ├── 5.jpg │ ├── 6.jpg │ ├── 7.jpg │ ├── 8.jpg │ └── 9.jpg ├── readme.md └── windows模拟开发环境搭建.md ├── 10.map算子解析（1） ├── map数据结构示例.ipynb └── map示例：数据集构造.ipynb ├── 11.Map算子解析(2) ├── data │ ├── cn.CPG │ ├── cn.dbf │ ├── cn.prj │ ├── cn.sbn │ ├── cn.sbx │ ├── cn.shp │ ├── cn.shp.xml │ ├── cn.shx │ ├── eq2013.csv │ └── schema.ini └── 地震点分区统计.ipynb ├── 12.geoPandas空间索引 ├── GeoPandas示例.ipynb ├── PySpark利用GeoPandas.ipynb ├── data │ ├── cn.CPG │ ├── cn.dbf │ ├── cn.prj │ ├── cn.sbn │ ├── cn.sbx │ ├── cn.shp │ ├── cn.shp.GODXIA.13764.1240.sr.lock │ ├── cn.shp.xml │ ├── cn.shx │ ├── eq2013.csv │ └── schema.ini ├── img │ ├── 1.jpg │ ├── 2.jpg │ ├── 31.jpg │ ├── 32.jpg │ ├── 41.jpg │ └── 42.jpg └── readme.md ├── 13.geohash编码 ├── data │ ├── eq2013.csv │ └── world.png ├── geohash实现聚合地震密度分析.ipynb ├── geohash示例.ipynb ├── img │ ├── 1.jpg │ ├── 10.jpg │ ├── 2.jpg │ ├── 3.jpg │ ├── 4.jpg │ ├── 5.jpg │ ├── 6.jpg │ ├── 7.jpg │ ├── 8.jpg │ └── 9.jpg └── readme.md ├── 14.Uber H3蜂窝多边形聚合统计 ├── PySpark_h3.ipynb ├── data │ ├── eq2013.csv │ └── world.png ├── img │ └── world.jpg ├── img2 │ ├── 1.jpg │ ├── 2.jpg │ ├── 31.jpg │ ├── 32.jpg │ ├── 41.jpg │ └── 42.jpg ├── matplotlib蜂窝多边形hexbin示例.ipynb ├── readme.md └── 地址数据百度网盘地址.txt ├── 15.Map算子精确裁切面要素 ├── data │ └── dltb.tsv ├── img │ ├── 1.jpg │ ├── 2.jpg │ ├── 3.jpg │ ├── 4.jpg │ ├── 5.jpg │ ├── 6.jpg │ ├── 7.jpg │ ├── 8.jpg │ └── 9.jpg ├── map算子实现面裁剪.ipynb └── readme.md ├── 16.reduceByKey算子 ├── ReduceByKey示例.ipynb ├── data │ └── dltb.tsv ├── img │ ├── 1.jpg │ ├── 2.jpg │ ├── 3.jpg │ ├── 4.jpg │ ├── 5.jpg │ ├── 6.jpg │ ├── 7.jpg │ └── 8.jpg ├── readme.md ├── reduceByKey精确裁切统计.ipynb └── reduceByKey进行属性统计.ipynb ├── 17.groupbyKey算子简介 ├── groupByKey示例.ipynb ├── img │ ├── 1.jpg │ ├── 2.jpg │ ├── 3.jpg │ ├── 4.jpg │ ├── 5.jpg │ ├── 6.jpg │ └── 7.jpg ├── readme.md ├── 平均数计算.ipynb └── 每类数据取前十条.ipynb ├── 18.OD矩阵 ├── LBS数据统计性描述.ipynb ├── PySpark分析LBS数据做OD流向图.ipynb ├── data │ ├── bj.cpg │ ├── bj.dbf │ ├── bj.prj │ ├── bj.sbn │ ├── bj.sbx │ ├── bj.shp │ ├── bj.shx │ └── readme.md ├── img │ ├── 0.jpg │ ├── 01.jpg │ ├── 1.jpg │ ├── 2.jpg │ ├── 3.jpg │ ├── 4.jpg │ ├── 5.jpg │ ├── 6.jpg │ ├── 7.jpg │ └── 8.jpg └── readme.md ├── 19.OD矩阵2 ├── data │ ├── bj.cpg │ ├── bj.dbf │ ├── bj.prj │ ├── bj.sbn │ ├── bj.sbx │ ├── bj.shp │ ├── bj.shx │ └── readme.md ├── geohash聚合OD流向.ipynb └── 起讫区域统计.ipynb ├── 2.啥是算子（1） ├── img │ ├── 1.jpg │ ├── 10.jpg │ ├── 11.jpg │ ├── 2.jpg │ ├── 3.jpg │ ├── 4.jpg │ ├── 5.jpg │ ├── 6.jpg │ ├── 7.jpg │ ├── 8.jpg │ └── 9.jpg ├── readme.md └── 啥是算子.md ├── 3.啥是算子（2） ├── .ipynb_checkpoints │ ├── 3.1 啥是算子（2）Transformation和Action-checkpoint.ipynb │ ├── 3.2 啥是算子（2）函数链的执行-checkpoint.ipynb │ └── 3.3 啥是算子（2）缓存-checkpoint.ipynb ├── 3.1 啥是算子（2）Transformation和Action.ipynb ├── 3.2 啥是算子（2）函数链的执行.ipynb ├── 3.3 啥是算子（2）缓存.ipynb ├── 3.啥是算子（2）.md ├── img │ ├── 1.jpg │ ├── 3.jpg │ ├── 4.jpg │ ├── 5.jpg │ ├── 6.jpg │ └── 7.jpg └── readme.md ├── 4.先说说空间运算 ├── GDAL空间计算示例.ipynb ├── img │ ├── 1.jpg │ ├── 10.jpg │ ├── 11.jpg │ ├── 12.jpg │ ├── 2.jpg │ ├── 3.jpg │ ├── 4.jpg │ ├── 5.jpg │ ├── 6.jpg │ ├── 7.jpg │ ├── 8.jpg │ └── 9.jpg └── readme.md ├── 5.如何在PySpark里面使用空间运算接口 ├── img │ ├── 1.jpg │ ├── 2.jpg │ ├── 3.jpg │ ├── 4.jpg │ ├── 5.jpg │ ├── 6.jpg │ ├── 7.jpg │ ├── 8.jpg │ └── 9.jpg ├── readme.md └── 在PySpark里面利用GDAL计算点包含.ipynb ├── 6.数据生成算子 ├── 1.数据转换为RDD.ipynb ├── data │ ├── eq2013.csv │ └── postgresql-42.2.4.jar ├── img │ ├── 1.jpg │ ├── 2.jpg │ ├── 3.jpg │ ├── 4.jpg │ ├── 5.jpg │ └── 6.jpg └── readme.md ├── 7.构造空间数据的RDD ├── GDAL数据转换空间数据为文本模式.ipynb ├── data │ ├── dltb.cpg │ ├── dltb.dbf │ ├── 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