Pyspark DataFrame 保存到MongoDB 数据库-昊天SEO

文章目录

1 导入用到的库 SparkSession
2 创建简单的DataFrame
3 保存到特定的数据库中
4 保存到不同的数据库中

导入用到的库 SparkSession

创建入口文件

# -*- coding: utf-8 -*-
"""
@Time: 2018/9/13
@Author: songhao
@微信公众号: zeropython
@File: 0801.py
"""
from <span class='wp_keywordlink_affiliate'><a href="https://www.168seo.cn/tag/pyspark" title="View all posts in pyspark" target="_blank">pyspark</a></span>.sql import SparkSession

my_spark = SparkSession \
    .builder \
    .appName("myApp") \
    .config("spark.mongodb.input.uri", "mongodb://127.0.0.1/test.coll") \
    .config("spark.mongodb.output.uri", "mongodb://127.0.0.1/test.collsss") \
    .getOrCreate()

# -*- coding: utf-8 -*-

"""

@Time: 2018/9/13

@Author: songhao

@微信公众号: zeropython

@File: 0801.py

"""

from pyspark.sql import SparkSession

my_spark = SparkSession \

.builder \

.appName("myApp") \

.config("spark.mongodb.input.uri", "mongodb://127.0.0.1/test.coll") \

.config("spark.mongodb.output.uri", "mongodb://127.0.0.1/test.collsss") \

.getOrCreate()

创建简单的DataFrame

people = my_spark.createDataFrame([("Bilbo Baggins",  50), ("Gandalf", 1000), ("Thorin", 195), ("Balin", 178), ("Kili", 77),
   ("Dwalin", 169), ("Oin", 167), ("Gloin", 158), ("Fili", 82), ("Bombur", None)], ["name", "age"])

people = my_spark.createDataFrame([("Bilbo Baggins", 50), ("Gandalf", 1000), ("Thorin", 195), ("Balin", 178), ("Kili", 77),

("Dwalin", 169), ("Oin", 167), ("Gloin", 158), ("Fili", 82), ("Bombur", None)], ["name", "age"])

保存到特定的数据库中

people.write.format("com.mongodb.spark.sql.DefaultSource").mode("append").save()

1 2	people.write.format("com.mongodb.spark.sql.DefaultSource").mode("append").save()

Pyspark DataFrame 保存到MongoDB 数据库-Python 技术分享 Java技术分享 Python 爬虫技术_微信公众号:zeropython—昊天博客

保存到不同的数据库中

people.write.format("com.mongodb.spark.sql.DefaultSource").mode("append").option("database",
"people").option("collection", "contacts").save()

people.write.format("com.mongodb.spark.sql.DefaultSource").mode("append").option("database",
"people1").option("collection", "contacts1").save()