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CODE EXAMPLE FOR PYTHON

dataframe pandas to spark


from pyspark.sql import SparkSession
#Create PySpark SparkSession
spark = SparkSession.builder 
    .master("local[1]") 
    .appName("SparkByExamples.com") 
    .getOrCreate()
#Create PySpark DataFrame from Pandas
sparkDF=spark.createDataFrame(pandasDF) 
sparkDF.printSchema()
sparkDF.show()

#Outputs below schema & DataFrame

root
 |-- Name: string (nullable = true)
 |-- Age: long (nullable = true)

+------+---+
|  Name|Age|
+------+---+
| Scott| 50|
|  Jeff| 45|
|Thomas| 54|
|   Ann| 34|
+------+---+
Source by sparkbyexamples.com #
 
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Tagged: #dataframe #pandas #spark
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