clean your CSVs!
This command line tool cleans CSV files by:
- converting encoding to utf-8
- detecting the delimiter and safely converting it to a comma
- casting all variables to json form, i.e. integers, floats, booleans, string or null.
- install
pip install csv-bleach - and run like
python -m csv_bleach my-data.csv
The only option is the output file name, by default it will be your original file name with .scsv extension.
You will now be able to parse your CSV safely with a simple script like:
import json
def parse_row(text):
return json.loads(f"[{text}]")
def parse_file(file):
rows = map(parse_row, file)
header = next(rows)
for row in rows:
yield dict(zip(header, row))
with open("my-data.scsv") as f:
for item in parse_file(f):
print(item)
1 maintainer
Metadata
1 maintainer
Release files for csv_bleach 2.4.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
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| csv_bleach-2.4.0.tar.gz | 4.3 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| csv_bleach-2.4.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 10.7 kB
Release files / csv_bleach-2.4.0.tar.gz
| Download URL | csv_bleach-2.4.0.tar.gz |
|---|---|
| Size | 4.3 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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| Uploaded via |
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Release files / csv_bleach-2.4.0-py3-none-any.whl
| Download URL | csv_bleach-2.4.0-py3-none-any.whl |
|---|---|
| Size | 6.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
poetry/1.7.1 CPython/3.11.0 Linux/6.2.0-1018-azure
|
Security for csv_bleach 2.4.0
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