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import gradio as gr | |
import requests | |
import pandas as pd | |
import plotly.express as px | |
class DownloadsTracker: | |
def __init__(self): | |
self.all_packages = {} | |
def fetch_if_needed(self, packages): | |
errors = [] | |
for pkg in packages: | |
if pkg not in self.all_packages: | |
try: | |
response = requests.get(f"https://pypistats.org/api/packages/{pkg}/overall") | |
if response.status_code != 200: | |
errors.append(f"Package not found: {pkg}") | |
continue | |
data = response.json()["data"] | |
df = pd.DataFrame([ | |
{"date": d["date"], "downloads": d["downloads"]} | |
for d in data if d["category"] == "without_mirrors" | |
]) | |
df["date"] = pd.to_datetime(df["date"]) | |
df = df.sort_values("date") | |
df["cumulative_downloads"] = df["downloads"].cumsum() | |
self.all_packages[pkg] = df | |
except: | |
errors.append(f"Error fetching {pkg}") | |
if len(errors) > 0: | |
return "\n".join(errors) | |
return None | |
def plot(self, package_list): | |
package_list = [p.strip() for p in package_list.split(",") if p.strip()] | |
errors = self.fetch_if_needed(package_list) | |
fig = px.line(title="Cumulative Package Downloads") | |
for pkg in package_list: | |
if pkg in self.all_packages: | |
df = self.all_packages[pkg] | |
fig.add_scatter(x=df["date"], y=df["cumulative_downloads"], name=pkg) | |
return fig, errors | |
tracker = DownloadsTracker() | |
with gr.Blocks() as app: | |
packages = gr.Textbox("transformers", label="Package names (comma-separated)") | |
error_box = gr.Textbox(label="Errors:", interactive=False) | |
render_btn = gr.Button("Render") | |
plot = gr.Plot() | |
render_btn.click(tracker.plot, inputs=[packages], outputs=[plot, error_box]) | |
app.launch() |