iamaziz

from subprocess import check_output
from glob import glob

notebooks = glob('./**/*.ipynb', recursive=True)
for n in notebooks:
    cmd = f'jupyter nbconvert --to html {n}'
    check_output(cmd.split())

iamaziz

# -- read csv files from tar.gz in S3 with S3FS and tarfile (https://s3fs.readthedocs.io/en/latest/)

bucket = 'mybucket'
key = 'mycompressed_csv_files.tar.gz'

import s3fs
import tarfile
import io
import pandas as pd

iamaziz

import tensorflow as tf
import numpy as np

corpus_raw = 'He is the king . The king is royal . She is the royal  queen '

# convert to lower case
corpus_raw = corpus_raw.lower()

words = []
for word in corpus_raw.split():

iamaziz

iamaziz

# how to use *args and **kwargs with wrapper

def main_function(a: int, b: int):
    print(f'a: {a} + b: {b} = {a+b}')

def my_wrapper(*args, **kwargs):
    print(f'wrapper recieved: {len(args)} args and {len(kwargs)} kwargs')
    if 'a' not in kwargs: kwargs.update({'a': 6})

iamaziz

iamaziz

iamaziz

def case_insensitive(s1, s2):
    """
    returns True if both s1 and s2 
    contain the same letters and letters in the same order,
    regardless of letters case.
    In other words, 
    this is an implementation for either 
        s1.upper() == s2.upper() 
    or  s1.lower() == s2.lower()
    """

iamaziz

iamaziz