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Read sample CSV file as dataframe

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Jeff Moe 2023-01-29 16:11:49 -07:00
parent eeaad6bb23
commit 51afbfc867
2 changed files with 35 additions and 3 deletions

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@ -78,6 +78,8 @@ rx_tools
# Upstream
Sections of code and clues from Cees Bassa.
* https://github.com/cbassa
Primary author and errors in code from Jeff Moe.

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@ -2,7 +2,7 @@
#
# polar-plot
#
# Copyright (C) 2023, Jeff Moe
# Copyright (C) 2022, 2023, Jeff Moe
# Copyright (C) 2023, Cees Bassa
#
# This program is free software: you can redistribute it and/or modify
@ -22,15 +22,45 @@
# Generate graphical plot of radio interference.
#
# Usage:
# polar_plot
# polar_plot [filename]
#
# Example:
# polar_plot
# ./polar-plot data/sample.csv
# ./polar-plot data/rtl_power-sample.csv
import numpy as np
import matplotlib.pyplot as plt
import pandas as pd
import sys
import re
if __name__ == "__main__":
# Determine what type of file to load to dataframe
datafile = sys.argv[1]
with open(datafile) as f:
firstline = f.readline().rstrip()
if firstline == "1, -38.93":
print("Test data from sample.csv")
df = pd.read_csv(
datafile, skiprows=0, usecols=[0, 1], names=("Azimuth", "Energy")
)
elif re.match(re.compile("20*"), firstline):
print("rtl_power CSV file. Not yet supported.")
exit()
else:
print("Unknown file type.")
exit()
# Print the Dataframe loaded from CSV
with pd.option_context("display.max_rows", None, "display.max_columns", None):
print(df)
# (Empty) Plot here
fig = plt.figure(figsize=(8, 8))
ax = fig.add_subplot(111, projection="polar")