tyleha

A Simple Python Timing Function

Overview

# What this gist provides:

tic()
'''code to be timed'''
toc()

tyleha

# Check out the full post at http://beneathdata.com/how-to/visualizing-my-location-history/
# to utilize the code below

# We'll only use a handful of distinct colors for our choropleth. So pick where
# you want your cutoffs to occur. Leave zero and ~infinity alone.
breaks = [0.] + [4., 24., 64., 135.] + [1e20]
def self_categorize(entry, breaks):
    for i in range(len(breaks)-1):
        if entry > breaks[i] and entry <= breaks[i+1]:
            return i

tyleha

"""PLOT A HEXBIN MAP OF LOCATION
"""
figwidth = 14
fig = plt.figure(figsize=(figwidth, figwidth*h/w))
ax = fig.add_subplot(111, axisbg='w', frame_on=False)

# draw neighborhood patches from polygons
df_map['patches'] = df_map['poly'].map(lambda x: PolygonPatch(
    x, fc='#555555', ec='#555555', lw=1, alpha=1, zorder=0))
# plot neighborhoods by adding the PatchCollection to the axes instance

tyleha

fig = plt.figure(figsize=(18,12))

# Plotting across the international dateline is tough. One option is to break up flights
# by hemisphere. Otherwise, you'd need to plot using a different projection like 'robin' 
# and potentially center on the Int'l Dateline (lon_0=-180)
# flights = flights[(flights.startlon < 0) & (flights.endlon < 0)]# Western Hemisphere Flights
# flights = flights[(flights.startlon > 0) & (flights.endlon > 0)] # Eastern Hemisphere Flights

xbuf = 0.2
ybuf = 0.35

tyleha

from imaplib import IMAP4_SSL
import email as em
from email.utils import parsedate, parsedate_tz
from email.parser import HeaderParser

class GmailAccount(object):
    def __init__(self, username=None, password=None, folder=None):
        self.username = username
        self.password = password
        self.folder = folder

tyleha

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import matplotlib.dates as dates
import matplotlib.gridspec as gridspec
from datetime import timedelta, datetime, date

import GmailAccount # my package

gmail = GmailAccount(username='[email protected]', password=password)