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b/python-versions.py index 02e23ca..0b98f07 100644 --- a/python-versions.py +++ b/python-versions.py @@ -11,6 +11,9 @@ from pypinfo.fields import PythonVersion from pypinfo.core import build_query, create_client, create_config, parse_query_result from pypinfo.db import get_credentials import matplotlib.pyplot as plt +from matplotlib.dates import date2num +from scipy.interpolate import make_interp_spline +import numpy as np class DB: @@ -98,13 +101,30 @@ def fetch_main(): ) +def mean_date(a: datetime, b: datetime) -> datetime: + return a + (b - a) / 2 + + def plot_main(): db = DB() - by_version = defaultdict(dict) - for row in db.fetch_python_version(): - by_version[row["python_version"]][row["start_date"]] = row["download_count"] - for version, data_points in by_version.items(): - plt.plot(data_points.keys(), data_points.values(), label=version) + by_version = defaultdict(lambda: [[], []]) + versions = db.fetch_python_version() + biggest_value = max(version["download_count"] for version in versions) + for row in versions: + if row["download_count"] > biggest_value / 20: + by_version[row["python_version"]][0].append( + mean_date(row["start_date"], row["end_date"]) + ) + by_version[row["python_version"]][1].append(row["download_count"]) + plt.figure(figsize=(16, 8)) + for version, (x, y) in by_version.items(): + if len(x) <= 2: + plt.plot(x, y) + continue + smooth_x = np.linspace(date2num(min(x)), date2num(max(x)), 200) + spline = make_interp_spline([date2num(d) for d in x], y, k=2) + smooth_y = spline(smooth_x) + plt.plot(smooth_x, smooth_y, label=version) plt.xlabel("Date") plt.ylabel("PyPI downloads") plt.legend()