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| from io import BytesIO | |
| import matplotlib.pyplot as plt | |
| import base64 | |
| b = BytesIO() | |
| plt.plot([1,2,3]) | |
| plt.savefig(b) | |
| b64_img_str = base64.encodebytes(b.getvalue()).decode() | |
| # In js | |
| # $("#graph1").attr("src", "data:image/png;base64, ".concat(b64_img_str)); |
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| import numpy as np | |
| 1/(0 or np.nan) # Avoid ZeroDivisionError | |
| def get_odds(bet, profit): | |
| _ = lambda x: x + min(-(x % 5), 5 - (x % 5), key=abs) | |
| return round(_(100*(max(profit, bet) / min(bet, -profit, key=abs)))) | |
| assert get_odds(1, 1.25) == 125 | |
| assert get_odds(1, 1.32) == 130 | |
| assert get_odds(1, 0.8) == -125 |
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| watch -d -n 0.5 free -m | |
| tail -lf /var/log/log.txt | |
| sudo service service@{1..10} restart |
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| # Based on https://github.com/miketheman/pytest-socket/blob/master/pytest_socket.py | |
| import socket | |
| import requests | |
| _true_socket = socket.socket | |
| def _blank(*args, **kwargs): | |
| raise ValueError('socket') |
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| import random | |
| import tempfile | |
| import os | |
| import numpy as np | |
| import matplotlib.pyplot as plt | |
| def r_sqr(yi, fi): | |
| ss_res = np.sum((yi - fi) ** 2) | |
| ss_tot = np.sum((yi - np.mean(yi)) ** 2) | |
| if ss_tot == 0: |
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| https://cvxopt.org/examples/index.html |
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| pts = [(-1, 1), (0, 1), (1, 0), (2, 2), (3, 3), (4, 2)] | |
| def fd(*points, values=None): | |
| if values is None: | |
| values = [] | |
| if len(points) == 2: | |
| x0, y0 = points[0] | |
| x1, y1 = points[1] | |
| val = (y1 - y0) / (x1 - x0) | |
| values.append(val) |
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| from scipy.spatial import cKDTree | |
| import time | |
| import numpy as np | |
| np.random.seed(42) | |
| st = time.time() | |
| a = np.random.rand(40000, 25) | |
| b = np.random.rand(40000, 25) | |
| t0 = cKDTree(a) |
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| # Automatically sets upstream tracking | |
| git config --global push.default current | |
| # Autocomplete | |
| brew install git bash-completion | |
| # Create local branch which tracks existing remote branch | |
| # https://stackoverflow.com/a/9537923/8927098 | |
| git checkout --track origin/<branch_name> |
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| wget http://ftp.wayne.edu/apache/spark/spark-2.4.4/spark-2.4.4-bin-hadoop2.7.tgz | |
| # or another mirror from https://www.apache.org/dyn/closer.lua/spark/spark-2.4.4/spark-2.4.4-bin-hadoop2.7.tgz | |
| tar -xzf spark-2.4.4-bin-hadoop2.7.tgz | |
| export SPARK_HOME=/vagrant/spark-2.4.4-bin-hadoop2.7 | |
| export PATH=$SPARK_HOME/bin:$PATH |