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If 2fa is enabled on github switch to ssh instead of https on linux

1. generate an ssh keypair on your linux box
ssh-keygen -t {rsa|dsa} 

2. add the public key to github: profile - settings - ssh keys

3. switch from https to ssh

Check your repo remote:

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import time
import requests
import zlib
# pip install lz4 pylzma
import lz4
import pylzma as lzma


def analysis_ratios(source):
    time_before_zip = time.time()

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from tqdm import tqdm
import requests

# file url
url = 'https://dumps.wikimedia.org/enwiki/latest/enwiki-latest-stub-meta-history.xml.gz' #file size is '70.5GB'
# stream true is required
response = requests.get(url, stream=True)
# total file size
t = int(response.headers.get('content-length', 0))
block_size = 1024**2 #1 Mbit

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Latency Comparison Numbers (~2012)
----------------------------------
L1 cache reference                           0.5 ns
Branch mispredict                            5   ns
L2 cache reference                           7   ns                      14x L1 cache
Mutex lock/unlock                           25   ns
Main memory reference                      100   ns                      20x L2 cache, 200x L1 cache
Compress 1K bytes with Zippy             3,000   ns        3 us
Send 1K bytes over 1 Gbps network       10,000   ns       10 us
Read 4K randomly from SSD*             150,000   ns      150 us          ~1GB/sec SSD

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import functools
import inspect


def kwarg_filter():
    def decorator(fn):
        keys = inspect.getfullargspec(fn).args  # <-- This reads the signature of the function.

        @functools.wraps(fn)
        def inner(*args, **kwargs):

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def adder(a,b):  # function to test.
    """ adds a to b"""
    return a+b

options = [9, 9.0, [9], "9"]  # options for test function


test_template = """

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import functools
import time

class Stack(object):
    hits = {}
    times = {}

    @classmethod
    def register(cls, func_name, call_time):
        if func_name not in Stack.hits:

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# requires python 3.2.3 or higher
import concurrent.futures

def f(x):
    print ("working on task: %s" %{x})
    if x-1 > 0 :
        return x-1 # I want this task back in the queue.

def main():
    Queue = [x for x in range(4)]