file_io
Project description
file_io
Deterministic File Lib to make working with Files across Object Storage easier
Quickstart
!pip install --upgrade git+https://github.com/trisongz/file_io.git
!pip install --upgrade file-io
from fileio import File, Auth
# Auth object is for setting ADC if needed
Auth(adc='/path/to/adc.json')
'''
Recognized File Extensions
.json - json
.jsonl/.jsonlines - jsonlines
.csv - csv
.tsv - tsv with "\t" seperator
.txt - txtlines
.pkl - pickle
.pt - pytorch
.tfrecords - tensorflow
'''
# Main auto classes
File.open(filename, mode='r', auto=True, device=None) # device is specific to pytorch. Set auto=False to get a barebones Posix via Gfile
File.save(data, filename, overwrite=False) # if not overwrite, will attempt to append for newline files
File.load(filenames, device=None) # yields generators per file, meaning you can have different file types
File.download(url, dirpath=None, filename=None, overwrite=False) # Downloads a single url
File.gdown(url, extract=True, verbose=False) # uses gdown lib to grab a google drive drive
# Main i/o classes (Not Binary)
File.read(filename) # 'r'
File.write(filename) # 'w'
File.append(filename) # 'a'
# Binary
File.wb(filename) # 'wb'
File.rb(filename) # 'rb'
# Batch downloaders
File.batch_download(urls, directory=None, overwrite=False) # downloads all urls into a directory, skipping if overwrite = True and exists
File.batch_gdown(urls, directory=None, extract=True, verbose=False) # downloads all gdrive urls to a directory
# Extension Specific
# .json
File.jsonload(filename)
File.jsondump(dict, filename)
# .jsonl/.jsonlines (Single File)
File.jg(filename)
File.jlw(data, filename, mode='auto', verbose=True)
# Multifile Readers
# .jsonl/.jsonlines
File.jgs(filenames)
To be continued
Project details
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