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Project description
spark-plot
- Simplifies plotting Spark DataFrames by making calculations for plots inside Spark
- Plot types: Histogram
- Generates Matplotlib plots with a similar Pandas Plotting API
TODO:
- Raster plots (2D Histograms)
- Supports multiple Python plotting frontends (Altair, Plotly and more)
Installation
pip install spark-plot
Usage
A simple example using Matplotlib
# Create an Spark DataFrame
from nycflights13 import flights as flights_pd
flights = spark.createDataFrame(flights_pd)
# Make a Histogram
from spark_plot import mpl
mpl.hist(flights, "distance", color="#474747")
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