imports.py

%load_ext autoreload
%autoreload 1
%config InlineBackend.figure_format = 'retina'
%load_ext rich
import datetime
import hashlib
import json
import os
import re
import sys
import time
import warnings

import ipywidgets as widgets
import matplotlib as mpl
import matplotlib.pyplot as plt
import numpy as np
import pyarrow as pa
import pandas as pd
import requests
import seaborn as sns
from IPython.display import Markdown, display
from matplotlib.ticker import FuncFormatter
from pandas.plotting import register_matplotlib_converters
from ydata_profiling import ProfileReport

register_matplotlib_converters()
sns.set()
sns.set_context("notebook")
plt.rcParams["figure.figsize"] = 10, 6
pd.options.display.max_columns = None
pd.options.display.max_rows = None
pd.options.display.precision = 4
warnings.simplefilter(action="ignore", category=FutureWarning)

dollar_formatter = FuncFormatter(lambda x, pos: f"${x:,.0f}")
thousands_formatter = FuncFormatter(lambda x, pos: f"{x:,.0f}")

string_pa = pd.ArrowDtype(pa.string())