create spark dataframe from pandas

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showing results for - "create spark dataframe from pandas"
Giorgio
12 Jun 2019
1spark.createDataFrame(["10","11","13"], "string").toDF("age")
2
Layana
22 Sep 2018
1import numpy as np
2import pandas as pd
3
4# Enable Arrow-based columnar data transfers
5spark.conf.set("spark.sql.execution.arrow.enabled", "true")
6
7# Generate a pandas DataFrame
8pdf = pd.DataFrame(np.random.rand(100, 3))
9
10# Create a Spark DataFrame from a pandas DataFrame using Arrow
11df = spark.createDataFrame(pdf)
David
08 Apr 2017
1pandas_df = some_df.toPandas()
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