Matplotlib: Check for empty plot

2024/11/17 18:52:58

I have a loop which loads and plots some data, something like this:

import os
import numpy as np
import matplotlib.pyplot as pltfor filename in filenames:plt.figure()if os.path.exists(filename):x, y = np.loadtxt(filename, unpack=True)plt.plot(x, y)plt.savefig(filename + '.png')plt.close()

Now, if the file does not exist, the data is not loaded or plotted but an (empty) figure is still saved. In the above example I could correct for this simply by including all of the plt calls inside of the if statement. My real use case is somewhat more involved, and so I am in search for a way to ask matplotlib/plt/the figure/the axis whether or not the figure/axis is completely empty or not. Something like

for filename in filenames:plt.figure()if os.path.exists(filename):x, y = np.loadtxt(filename, unpack=True)plt.plot(x, y)if not plt.figure_empty():  # <-- new lineplt.savefig(filename + '.png')plt.close()
Answer

To check if an ax has data drawn using plot():

if ax.lines:

If they were drawn using scatter() instead:

if ax.collections:
https://en.xdnf.cn/q/71155.html

Related Q&A

Hyperlink in Streamlit dataframe

I am attempting to display a clickable hyperlink inside a dataframe containing filtered results on Streamlit. This is my code so far: import pandas as pd import streamlit as st import openpyxl import n…

Best way to detect if checkbox is ticked

My work:Scan the paper Check horizontal and vertical line Detect checkbox How to know checkbox is ticked or notAt this point, I thought I could find it by using Hierarchical and Contours: Below is my w…

ResultSet object has no attribute find_all

i always met one problem, when I scraping one web page.AttributeError: ResultSet object has no attribute find. Youre probably treating a list of items like a single item. Did you call find_all() when y…

How can I set path to load data from CSV file into PostgreSQL database in Docker container?

I would like to load data from CSV file into PostgreSQL database in Docker. I run:docker exec -ti my project_db_1 psql -U postgresThen I select my database:\c myDatabaseNow I try to load data from myfi…

Why is this simple Spark program not utlizing multiple cores?

So, Im running this simple program on a 16 core multicore system. I run it by issuing the following.spark-submit --master local[*] pi.pyAnd the code of that program is the following. #"""…

How to get python dictionaries into a pandas time series dataframe where key is date object

I have a python dictionaries where the key is a dateobject and the value is the timeseires.timeseries = {datetime.datetime(2013, 3, 17, 18, 19): {t2: 400, t1: 1000},datetime.datetime(2013, 3, 17, 18, 2…

Changing the color of an image based on RGB value

Situation:You have an image with 1 main color and you need to convert it to another based on a given rgb value.Problem:There are a number of different, but similar shades of that color that also need …

Python NumPy - FFT and Inverse FFT?

Ive been working with FFT, and Im currently trying to get a sound waveform from a file with FFT, (modify it eventually), but then output that modified waveform back to a file. Ive gotten the FFT of the…

Tools to help developers reading class hierarchy faster

I mostly spend time on Python/Django and Objective-C/CocoaTouch and js/jQuery in the course of my daily work.My editor of choice is vim for Python/Django and js/jQuery and xcode for Objective-C/CocoaTo…

Python Last Iteration in For Loop [duplicate]

This question already has answers here:What is the pythonic way to detect the last element in a for loop?(34 answers)How do I read and write CSV files?(7 answers)Closed 9 months ago.Is there any simp…