DeastinY

#!/usr/bin/python3
import logging
# log levels are debug, info, warning, error and critical. Setting e.g. info logs info and above (warning, error, critical)

# logging.basicConfig(level=logging.INFO, filename="logging_sample.log") 

# Basic logging is probably not sufficient. You can and should create your own Logger like this
logger = logging.getLogger('logging_sample')  # Use this name to get the same logger from different submodules
FORMAT = "[%(filename)s:%(lineno)s - %(funcName)5s() ] %(message)s"
logging.basicConfig(format=FORMAT, filename="logging_sample.log", filemode="w")  # default for filemode is append, w = (over)write

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import timeit
import numpy as np
import pandas as pd
from pathlib import Path

def create_test_data(large=False, small=False):
    # Note that a large_number by 1 dataframe is not really representative.
    root = Path("tmp")
    root.mkdir(exist_ok=True)
    if large:

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def calculate_horowitz(df):
    """calculates the Horowitz index, defined as PaO2/FIO2.
    300-450: all fine (depending on age)
    200-300: moderately severe lung damage
    <200: severe lung damage"""
    paO2 = df["paO2"]
    if len(paO2) == 0:
        return [np.nan] * len(df)
    fiO2 = df["FiO2"]
    if len(fiO2) == 0:

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        try:
            df_a = pd.merge(x, y)
        except pd.errors.MergeError: # occurs if only interventionids are used
            df_a = None
        try:
            df_b = pd.merge(x, y)
        except pd.errors.MergeError: # occurs if only attributeids are used
            df_b = None
            
        if df_a is None and df_b is None:

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import time
from multiprocessing import Pool, cpu_count


def my_func(i):
    time.sleep(1)
    return i

print(cpu_count())
with Pool(cpu_count()) as pool:

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width, height = 18, 14
plt.figure()
mydata.plot.bar(color='C0', figsize=(width, height))
ax = plt.gca()
ax.set_title("Title", size=28)
ax.set_ylabel("YLabel", size=24)
ax.set_xlabel("XLabel", size=24)
ax.grid(True)
ax.tick_params(axis="both", which="major", labelsize=18)
plt.tight_layout()

DeastinY

### Keybase proof

I hereby claim:

  * I am deastiny on github.
  * I am deastiny (https://keybase.io/deastiny) on keybase.
  * I have a public key ASAA-92XOq0rTDS7myuZwjwZ4mTNCkmYN9tBpuQmoDsWmgo

To claim this, I am signing this object:

DeastinY

O Come, All Ye Faithful

O come, all ye faithful, joyful and triumphant,
Come ye, O come ye, to Bethlehem.
Come and behold Him, born the King of angels;

Refrain

O come, let us adore Him,
O come, let us adore Him,

DeastinY

➜  ~ echo "test test" >> somefile.txt
➜  ~ gpg --symmetric somefile.txt
➜  ~ cat somefile.txt
test test
➜  ~ cat somefile.txt.gpg
���6,�f��I��	؞�i���݇h��͡�~	�Nv�-�&��Z'�i�r57�"�˜vp��	���\��jzuZT�8�_|➜  ~ rm somefile.txt
➜  ~ gpg -d somefile.txt.gpg
gpg: AES encrypted data
gpg: encrypted with 1 passphrase
test test

DeastinY

Keybase proof

I hereby claim:

• I am deastiny on github.
• I am deastiny (https://keybase.io/deastiny) on keybase.
• I have a public key ASAVxM4gPtS-5S-2j0JZqeOTDMp3oKwPcGTV787VPlUWbwo

To claim this, I am signing this object: