Created
July 15, 2019 15:41
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Merge CSVs in Python
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# Merge CSV files from a folder and save a new merged csv file | |
import os # Handle directories | |
import pandas as pd # Handle dataframes | |
import time # Get datetime | |
csvsDirectory = 'csvs' | |
outputMergedDirectory = 'csvs' | |
mergedFilename = 'merged.csv' | |
fileList = [csvFile for csvFile in os.listdir(csvsDirectory) if csvFile.endswith(".csv")] | |
# merge all csv files | |
rows = [] | |
for csv in fileList: | |
if csv == 'merged.csv': | |
continue | |
df = pd.read_csv(os.path.join(csvsDirectory, csv), index_col=None, header=0, encoding='latin1') | |
rows.append(df) | |
os.remove(os.path.join(csvsDirectory, csv)) | |
bulkDF = pd.read_csv(os.path.join(csvsDirectory, mergedFilename), encoding='latin1') | |
merged = pd.concat(rows, axis=0, ignore_index=True) | |
merged = pd.concat([bulkDF, merged]) | |
merged.to_csv(os.path.join(outputMergedDirectory, mergedFilename), index=False) |
@sireenx, no pandas
, pure python: https://gist.github.com/fitoprincipe/67df15dfc7f57adb96c1c1de79ef210f
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can I merge several CSV files without using glob or pandas libraries ?
only using os