Spaces:
Running
Running
import React, { useState, useEffect } from 'react'; | |
import ActivityCalendar from "react-activity-calendar"; | |
import { Tooltip } from '@mui/material'; | |
import { generateCalendarData } from "../utils/calendar"; | |
import { OpenSourceHeatmapProps, ProviderInfo, ModelData } from "../types/heatmap"; | |
const PROVIDERS_MAP: Record<string, ProviderInfo> = { | |
"Mistral AI": { color: "#ff7000", authors: ["mistralai"] }, | |
"Meta": { color: "#1877F2", authors: ["facebook", "meta-llama"] }, | |
"OpenAI": { color: "#10A37F", authors: ["openai"] }, | |
"Anthropic": { color: "#cc785c", authors: ["Anthropic"] }, | |
"Google": { color: "#DB4437", authors: ["google"] }, | |
"Allen Institute for AI": { color: "#5E35B1", authors: ["allenai"] }, | |
"Apple": { color: "#0088cc", authors: ["apple"] }, | |
"Microsoft": { color: "#FEB800", authors: ["microsoft"] }, | |
"NVIDIA": { color: "#76B900", authors: ["nvidia"] }, | |
"DeepSeek": { color: "#0088cc", authors: ["deepseek-ai"] }, | |
"Qwen": { color: "#0088cc", authors: ["Qwen"] }, | |
"Cohere For AI": { color: "#4C6EE6", authors: ["CohereForAI"] }, | |
"IBM": { color: "#4C6EE6", authors: ["ibm-granite"] }, | |
"Stability AI": { color: "#A020F0", authors: ["stabilityai"] }, | |
}; | |
export async function getStaticProps() { | |
try { | |
const allAuthors = Object.values(PROVIDERS_MAP).flatMap(({ authors }) => authors); | |
const uniqueAuthors = Array.from(new Set(allAuthors)); | |
const allModelData = await Promise.all( | |
uniqueAuthors.map(async (author) => { | |
const response = await fetch(`https://huggingface.co/api/models?author=${author}&sort=createdAt&direction=-1`); | |
const data = await response.json(); | |
return data.map((item: any) => ({ | |
createdAt: item.createdAt, | |
id: item.id, | |
})); | |
}) | |
); | |
const flatModelData: ModelData[] = allModelData.flat(); | |
const calendarData = generateCalendarData(flatModelData, PROVIDERS_MAP); | |
return { | |
props: { | |
calendarData, | |
providers: PROVIDERS_MAP, | |
}, | |
revalidate: 3600, // regenerate every hour | |
}; | |
} catch (error) { | |
console.error("Error fetching data:", error); | |
return { | |
props: { | |
calendarData: {}, | |
providers: PROVIDERS_MAP, | |
}, | |
revalidate: 60, // retry after 1 minute if there was an error | |
}; | |
} | |
} | |
const OpenSourceHeatmap: React.FC<OpenSourceHeatmapProps> = ({ calendarData, providers }) => { | |
const [isLoading, setIsLoading] = useState(true); | |
useEffect(() => { | |
if (calendarData && Object.keys(calendarData).length > 0) { | |
setIsLoading(false); | |
} | |
}, [calendarData]); | |
return ( | |
<div className="w-full max-w-screen-lg mx-auto p-4"> | |
<h1 className="text-3xl lg:text-5xl mt-16 font-bold text-center mb-2">Hugging Face Heatmap 🤗</h1> | |
<p className="text-center text-sm mb-8"> | |
The top AI labs and model releases. <br /> | |
Request more heatmaps by{' '} | |
<a | |
href="https://huggingface.co/spaces/cfahlgren1/model-release-heatmap/discussions/new" | |
target="_blank" | |
rel="noopener noreferrer" | |
className="text-blue-500 hover:underline" | |
> | |
opening a discussion | |
</a> | |
. | |
</p> | |
{isLoading ? ( | |
<p className="text-center">Loading...</p> | |
) : ( | |
<div className="space-y-8"> | |
{Object.entries(providers) | |
.sort(([keyA], [keyB]) => | |
calendarData[keyB].reduce((sum, day) => sum + day.count, 0) - | |
calendarData[keyA].reduce((sum, day) => sum + day.count, 0) | |
) | |
.map(([providerName, { color }]) => ( | |
<div key={providerName} className="flex flex-col items-center"> | |
<h2 className="text-xl font-bold mb-4">{providerName}</h2> | |
<div className="w-full overflow-x-auto flex justify-center"> | |
<ActivityCalendar | |
data={calendarData[providerName]} | |
theme={{ | |
dark: ['#161b22', color], | |
light: ['#e0e0e0', color], | |
}} | |
hideTotalCount | |
renderBlock={(block, activity) => ( | |
<Tooltip | |
title={`${activity.count} models created on ${activity.date}`} | |
arrow | |
> | |
{block} | |
</Tooltip> | |
)} | |
/> | |
</div> | |
</div> | |
)) | |
} | |
</div> | |
)} | |
</div> | |
); | |
} | |
export default OpenSourceHeatmap; |