Yurii Motov
2 weeks ago
528 changed files with 24958 additions and 33189 deletions
@ -1,7 +0,0 @@ |
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FROM python:3.9 |
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|
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RUN pip install httpx PyGithub "pydantic==1.5.1" "pyyaml>=5.3.1,<6.0.0" |
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COPY ./app /app |
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CMD ["python", "/app/main.py"] |
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@ -1,10 +0,0 @@ |
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name: "Notify Translations" |
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description: "Notify in the issue for a translation when there's a new PR available" |
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author: "Sebastián Ramírez <tiangolo@gmail.com>" |
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inputs: |
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token: |
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description: 'Token, to read the GitHub API. Can be passed in using {{ secrets.GITHUB_TOKEN }}' |
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required: true |
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runs: |
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using: 'docker' |
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image: 'Dockerfile' |
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@ -1,7 +0,0 @@ |
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FROM python:3.9 |
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|
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RUN pip install httpx PyGithub "pydantic==2.0.2" pydantic-settings "pyyaml>=5.3.1,<6.0.0" |
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COPY ./app /app |
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CMD ["python", "/app/main.py"] |
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@ -1,10 +0,0 @@ |
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name: "Generate FastAPI People" |
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description: "Generate the data for the FastAPI People page" |
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author: "Sebastián Ramírez <tiangolo@gmail.com>" |
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inputs: |
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token: |
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description: 'User token, to read the GitHub API. Can be passed in using {{ secrets.FASTAPI_PEOPLE }}' |
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required: true |
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runs: |
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using: 'docker' |
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image: 'Dockerfile' |
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@ -1,682 +0,0 @@ |
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import logging |
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import subprocess |
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import sys |
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from collections import Counter, defaultdict |
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from datetime import datetime, timedelta, timezone |
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from pathlib import Path |
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from typing import Any, Container, DefaultDict, Dict, List, Set, Union |
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|
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import httpx |
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import yaml |
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from github import Github |
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from pydantic import BaseModel, SecretStr |
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from pydantic_settings import BaseSettings |
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github_graphql_url = "https://api.github.com/graphql" |
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questions_category_id = "MDE4OkRpc2N1c3Npb25DYXRlZ29yeTMyMDAxNDM0" |
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|
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discussions_query = """ |
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query Q($after: String, $category_id: ID) { |
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repository(name: "fastapi", owner: "fastapi") { |
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discussions(first: 100, after: $after, categoryId: $category_id) { |
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edges { |
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cursor |
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node { |
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number |
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author { |
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login |
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avatarUrl |
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url |
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} |
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title |
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createdAt |
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comments(first: 100) { |
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nodes { |
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createdAt |
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author { |
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login |
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avatarUrl |
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url |
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} |
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isAnswer |
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replies(first: 10) { |
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nodes { |
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createdAt |
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author { |
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login |
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avatarUrl |
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url |
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} |
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} |
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} |
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} |
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} |
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} |
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} |
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} |
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} |
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} |
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""" |
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prs_query = """ |
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query Q($after: String) { |
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repository(name: "fastapi", owner: "fastapi") { |
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pullRequests(first: 100, after: $after) { |
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edges { |
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cursor |
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node { |
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number |
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labels(first: 100) { |
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nodes { |
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name |
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} |
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} |
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author { |
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login |
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avatarUrl |
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url |
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} |
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title |
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createdAt |
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state |
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comments(first: 100) { |
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nodes { |
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createdAt |
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author { |
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login |
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avatarUrl |
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url |
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} |
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} |
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} |
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reviews(first:100) { |
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nodes { |
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author { |
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login |
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avatarUrl |
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url |
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} |
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state |
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} |
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} |
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} |
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} |
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} |
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} |
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} |
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""" |
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sponsors_query = """ |
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query Q($after: String) { |
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user(login: "fastapi") { |
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sponsorshipsAsMaintainer(first: 100, after: $after) { |
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edges { |
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cursor |
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node { |
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sponsorEntity { |
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... on Organization { |
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login |
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avatarUrl |
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url |
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} |
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... on User { |
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login |
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avatarUrl |
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url |
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} |
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} |
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tier { |
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name |
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monthlyPriceInDollars |
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} |
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} |
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} |
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} |
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} |
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} |
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""" |
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|
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|
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class Author(BaseModel): |
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login: str |
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avatarUrl: str |
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url: str |
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# Discussions |
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class CommentsNode(BaseModel): |
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createdAt: datetime |
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author: Union[Author, None] = None |
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class Replies(BaseModel): |
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nodes: List[CommentsNode] |
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class DiscussionsCommentsNode(CommentsNode): |
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replies: Replies |
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class Comments(BaseModel): |
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nodes: List[CommentsNode] |
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class DiscussionsComments(BaseModel): |
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nodes: List[DiscussionsCommentsNode] |
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class DiscussionsNode(BaseModel): |
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number: int |
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author: Union[Author, None] = None |
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title: str |
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createdAt: datetime |
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comments: DiscussionsComments |
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class DiscussionsEdge(BaseModel): |
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cursor: str |
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node: DiscussionsNode |
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class Discussions(BaseModel): |
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edges: List[DiscussionsEdge] |
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class DiscussionsRepository(BaseModel): |
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discussions: Discussions |
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class DiscussionsResponseData(BaseModel): |
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repository: DiscussionsRepository |
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class DiscussionsResponse(BaseModel): |
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data: DiscussionsResponseData |
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# PRs |
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class LabelNode(BaseModel): |
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name: str |
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class Labels(BaseModel): |
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nodes: List[LabelNode] |
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class ReviewNode(BaseModel): |
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author: Union[Author, None] = None |
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state: str |
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class Reviews(BaseModel): |
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nodes: List[ReviewNode] |
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class PullRequestNode(BaseModel): |
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number: int |
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labels: Labels |
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author: Union[Author, None] = None |
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title: str |
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createdAt: datetime |
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state: str |
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comments: Comments |
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reviews: Reviews |
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class PullRequestEdge(BaseModel): |
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cursor: str |
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node: PullRequestNode |
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class PullRequests(BaseModel): |
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edges: List[PullRequestEdge] |
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class PRsRepository(BaseModel): |
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pullRequests: PullRequests |
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class PRsResponseData(BaseModel): |
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repository: PRsRepository |
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class PRsResponse(BaseModel): |
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data: PRsResponseData |
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# Sponsors |
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class SponsorEntity(BaseModel): |
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login: str |
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avatarUrl: str |
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url: str |
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class Tier(BaseModel): |
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name: str |
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monthlyPriceInDollars: float |
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class SponsorshipAsMaintainerNode(BaseModel): |
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sponsorEntity: SponsorEntity |
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tier: Tier |
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class SponsorshipAsMaintainerEdge(BaseModel): |
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cursor: str |
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node: SponsorshipAsMaintainerNode |
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class SponsorshipAsMaintainer(BaseModel): |
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edges: List[SponsorshipAsMaintainerEdge] |
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class SponsorsUser(BaseModel): |
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sponsorshipsAsMaintainer: SponsorshipAsMaintainer |
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class SponsorsResponseData(BaseModel): |
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user: SponsorsUser |
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class SponsorsResponse(BaseModel): |
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data: SponsorsResponseData |
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class Settings(BaseSettings): |
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input_token: SecretStr |
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github_repository: str |
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httpx_timeout: int = 30 |
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|
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def get_graphql_response( |
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*, |
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settings: Settings, |
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query: str, |
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after: Union[str, None] = None, |
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category_id: Union[str, None] = None, |
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) -> Dict[str, Any]: |
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headers = {"Authorization": f"token {settings.input_token.get_secret_value()}"} |
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# category_id is only used by one query, but GraphQL allows unused variables, so |
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# keep it here for simplicity |
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variables = {"after": after, "category_id": category_id} |
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response = httpx.post( |
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github_graphql_url, |
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headers=headers, |
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timeout=settings.httpx_timeout, |
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json={"query": query, "variables": variables, "operationName": "Q"}, |
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) |
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if response.status_code != 200: |
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logging.error( |
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f"Response was not 200, after: {after}, category_id: {category_id}" |
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) |
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logging.error(response.text) |
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raise RuntimeError(response.text) |
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data = response.json() |
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if "errors" in data: |
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logging.error(f"Errors in response, after: {after}, category_id: {category_id}") |
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logging.error(data["errors"]) |
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logging.error(response.text) |
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raise RuntimeError(response.text) |
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return data |
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def get_graphql_question_discussion_edges( |
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*, |
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settings: Settings, |
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after: Union[str, None] = None, |
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): |
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data = get_graphql_response( |
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settings=settings, |
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query=discussions_query, |
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after=after, |
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category_id=questions_category_id, |
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) |
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graphql_response = DiscussionsResponse.model_validate(data) |
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return graphql_response.data.repository.discussions.edges |
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def get_graphql_pr_edges(*, settings: Settings, after: Union[str, None] = None): |
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data = get_graphql_response(settings=settings, query=prs_query, after=after) |
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graphql_response = PRsResponse.model_validate(data) |
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return graphql_response.data.repository.pullRequests.edges |
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def get_graphql_sponsor_edges(*, settings: Settings, after: Union[str, None] = None): |
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data = get_graphql_response(settings=settings, query=sponsors_query, after=after) |
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graphql_response = SponsorsResponse.model_validate(data) |
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return graphql_response.data.user.sponsorshipsAsMaintainer.edges |
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|
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class DiscussionExpertsResults(BaseModel): |
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commenters: Counter |
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last_month_commenters: Counter |
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three_months_commenters: Counter |
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six_months_commenters: Counter |
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one_year_commenters: Counter |
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authors: Dict[str, Author] |
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def get_discussion_nodes(settings: Settings) -> List[DiscussionsNode]: |
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discussion_nodes: List[DiscussionsNode] = [] |
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discussion_edges = get_graphql_question_discussion_edges(settings=settings) |
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|
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while discussion_edges: |
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for discussion_edge in discussion_edges: |
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discussion_nodes.append(discussion_edge.node) |
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last_edge = discussion_edges[-1] |
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discussion_edges = get_graphql_question_discussion_edges( |
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settings=settings, after=last_edge.cursor |
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) |
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return discussion_nodes |
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|
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def get_discussions_experts( |
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discussion_nodes: List[DiscussionsNode], |
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) -> DiscussionExpertsResults: |
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commenters = Counter() |
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last_month_commenters = Counter() |
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three_months_commenters = Counter() |
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six_months_commenters = Counter() |
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one_year_commenters = Counter() |
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authors: Dict[str, Author] = {} |
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now = datetime.now(tz=timezone.utc) |
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one_month_ago = now - timedelta(days=30) |
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three_months_ago = now - timedelta(days=90) |
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six_months_ago = now - timedelta(days=180) |
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one_year_ago = now - timedelta(days=365) |
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for discussion in discussion_nodes: |
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discussion_author_name = None |
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if discussion.author: |
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authors[discussion.author.login] = discussion.author |
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discussion_author_name = discussion.author.login |
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discussion_commentors: dict[str, datetime] = {} |
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for comment in discussion.comments.nodes: |
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if comment.author: |
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authors[comment.author.login] = comment.author |
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if comment.author.login != discussion_author_name: |
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author_time = discussion_commentors.get( |
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comment.author.login, comment.createdAt |
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) |
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discussion_commentors[comment.author.login] = max( |
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author_time, comment.createdAt |
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) |
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for reply in comment.replies.nodes: |
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if reply.author: |
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authors[reply.author.login] = reply.author |
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if reply.author.login != discussion_author_name: |
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author_time = discussion_commentors.get( |
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reply.author.login, reply.createdAt |
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) |
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discussion_commentors[reply.author.login] = max( |
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author_time, reply.createdAt |
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) |
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for author_name, author_time in discussion_commentors.items(): |
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commenters[author_name] += 1 |
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if author_time > one_month_ago: |
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last_month_commenters[author_name] += 1 |
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if author_time > three_months_ago: |
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three_months_commenters[author_name] += 1 |
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if author_time > six_months_ago: |
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six_months_commenters[author_name] += 1 |
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if author_time > one_year_ago: |
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one_year_commenters[author_name] += 1 |
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discussion_experts_results = DiscussionExpertsResults( |
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authors=authors, |
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commenters=commenters, |
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last_month_commenters=last_month_commenters, |
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three_months_commenters=three_months_commenters, |
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six_months_commenters=six_months_commenters, |
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one_year_commenters=one_year_commenters, |
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) |
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return discussion_experts_results |
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|
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def get_pr_nodes(settings: Settings) -> List[PullRequestNode]: |
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pr_nodes: List[PullRequestNode] = [] |
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pr_edges = get_graphql_pr_edges(settings=settings) |
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|
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while pr_edges: |
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for edge in pr_edges: |
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pr_nodes.append(edge.node) |
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last_edge = pr_edges[-1] |
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pr_edges = get_graphql_pr_edges(settings=settings, after=last_edge.cursor) |
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return pr_nodes |
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|
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|
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class ContributorsResults(BaseModel): |
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contributors: Counter |
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commenters: Counter |
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reviewers: Counter |
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translation_reviewers: Counter |
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authors: Dict[str, Author] |
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def get_contributors(pr_nodes: List[PullRequestNode]) -> ContributorsResults: |
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contributors = Counter() |
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commenters = Counter() |
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reviewers = Counter() |
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translation_reviewers = Counter() |
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authors: Dict[str, Author] = {} |
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|
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for pr in pr_nodes: |
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author_name = None |
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if pr.author: |
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authors[pr.author.login] = pr.author |
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author_name = pr.author.login |
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pr_commentors: Set[str] = set() |
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pr_reviewers: Set[str] = set() |
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for comment in pr.comments.nodes: |
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if comment.author: |
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authors[comment.author.login] = comment.author |
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if comment.author.login == author_name: |
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continue |
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pr_commentors.add(comment.author.login) |
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for author_name in pr_commentors: |
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commenters[author_name] += 1 |
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for review in pr.reviews.nodes: |
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if review.author: |
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authors[review.author.login] = review.author |
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pr_reviewers.add(review.author.login) |
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for label in pr.labels.nodes: |
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if label.name == "lang-all": |
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translation_reviewers[review.author.login] += 1 |
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break |
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for reviewer in pr_reviewers: |
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reviewers[reviewer] += 1 |
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if pr.state == "MERGED" and pr.author: |
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contributors[pr.author.login] += 1 |
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return ContributorsResults( |
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contributors=contributors, |
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commenters=commenters, |
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reviewers=reviewers, |
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translation_reviewers=translation_reviewers, |
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authors=authors, |
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) |
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|
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|
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def get_individual_sponsors(settings: Settings): |
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nodes: List[SponsorshipAsMaintainerNode] = [] |
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edges = get_graphql_sponsor_edges(settings=settings) |
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|
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while edges: |
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for edge in edges: |
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nodes.append(edge.node) |
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last_edge = edges[-1] |
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edges = get_graphql_sponsor_edges(settings=settings, after=last_edge.cursor) |
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|
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tiers: DefaultDict[float, Dict[str, SponsorEntity]] = defaultdict(dict) |
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for node in nodes: |
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tiers[node.tier.monthlyPriceInDollars][node.sponsorEntity.login] = ( |
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node.sponsorEntity |
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) |
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return tiers |
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|
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|
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def get_top_users( |
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*, |
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counter: Counter, |
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authors: Dict[str, Author], |
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skip_users: Container[str], |
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min_count: int = 2, |
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): |
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users = [] |
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for commenter, count in counter.most_common(50): |
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if commenter in skip_users: |
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continue |
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if count >= min_count: |
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author = authors[commenter] |
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users.append( |
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{ |
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"login": commenter, |
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"count": count, |
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"avatarUrl": author.avatarUrl, |
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"url": author.url, |
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} |
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) |
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return users |
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|
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|
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if __name__ == "__main__": |
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logging.basicConfig(level=logging.INFO) |
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settings = Settings() |
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logging.info(f"Using config: {settings.model_dump_json()}") |
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g = Github(settings.input_token.get_secret_value()) |
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repo = g.get_repo(settings.github_repository) |
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discussion_nodes = get_discussion_nodes(settings=settings) |
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experts_results = get_discussions_experts(discussion_nodes=discussion_nodes) |
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pr_nodes = get_pr_nodes(settings=settings) |
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contributors_results = get_contributors(pr_nodes=pr_nodes) |
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authors = {**experts_results.authors, **contributors_results.authors} |
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maintainers_logins = {"tiangolo"} |
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bot_names = {"codecov", "github-actions", "pre-commit-ci", "dependabot"} |
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maintainers = [] |
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for login in maintainers_logins: |
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user = authors[login] |
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maintainers.append( |
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{ |
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"login": login, |
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"answers": experts_results.commenters[login], |
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"prs": contributors_results.contributors[login], |
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"avatarUrl": user.avatarUrl, |
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"url": user.url, |
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} |
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) |
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|
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skip_users = maintainers_logins | bot_names |
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experts = get_top_users( |
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counter=experts_results.commenters, |
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authors=authors, |
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skip_users=skip_users, |
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) |
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last_month_experts = get_top_users( |
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counter=experts_results.last_month_commenters, |
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authors=authors, |
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skip_users=skip_users, |
|||
) |
|||
three_months_experts = get_top_users( |
|||
counter=experts_results.three_months_commenters, |
|||
authors=authors, |
|||
skip_users=skip_users, |
|||
) |
|||
six_months_experts = get_top_users( |
|||
counter=experts_results.six_months_commenters, |
|||
authors=authors, |
|||
skip_users=skip_users, |
|||
) |
|||
one_year_experts = get_top_users( |
|||
counter=experts_results.one_year_commenters, |
|||
authors=authors, |
|||
skip_users=skip_users, |
|||
) |
|||
top_contributors = get_top_users( |
|||
counter=contributors_results.contributors, |
|||
authors=authors, |
|||
skip_users=skip_users, |
|||
) |
|||
top_reviewers = get_top_users( |
|||
counter=contributors_results.reviewers, |
|||
authors=authors, |
|||
skip_users=skip_users, |
|||
) |
|||
top_translations_reviewers = get_top_users( |
|||
counter=contributors_results.translation_reviewers, |
|||
authors=authors, |
|||
skip_users=skip_users, |
|||
) |
|||
|
|||
tiers = get_individual_sponsors(settings=settings) |
|||
keys = list(tiers.keys()) |
|||
keys.sort(reverse=True) |
|||
sponsors = [] |
|||
for key in keys: |
|||
sponsor_group = [] |
|||
for login, sponsor in tiers[key].items(): |
|||
sponsor_group.append( |
|||
{"login": login, "avatarUrl": sponsor.avatarUrl, "url": sponsor.url} |
|||
) |
|||
sponsors.append(sponsor_group) |
|||
|
|||
people = { |
|||
"maintainers": maintainers, |
|||
"experts": experts, |
|||
"last_month_experts": last_month_experts, |
|||
"three_months_experts": three_months_experts, |
|||
"six_months_experts": six_months_experts, |
|||
"one_year_experts": one_year_experts, |
|||
"top_contributors": top_contributors, |
|||
"top_reviewers": top_reviewers, |
|||
"top_translations_reviewers": top_translations_reviewers, |
|||
} |
|||
github_sponsors = { |
|||
"sponsors": sponsors, |
|||
} |
|||
# For local development |
|||
# people_path = Path("../../../../docs/en/data/people.yml") |
|||
people_path = Path("./docs/en/data/people.yml") |
|||
github_sponsors_path = Path("./docs/en/data/github_sponsors.yml") |
|||
people_old_content = people_path.read_text(encoding="utf-8") |
|||
github_sponsors_old_content = github_sponsors_path.read_text(encoding="utf-8") |
|||
new_people_content = yaml.dump( |
|||
people, sort_keys=False, width=200, allow_unicode=True |
|||
) |
|||
new_github_sponsors_content = yaml.dump( |
|||
github_sponsors, sort_keys=False, width=200, allow_unicode=True |
|||
) |
|||
if ( |
|||
people_old_content == new_people_content |
|||
and github_sponsors_old_content == new_github_sponsors_content |
|||
): |
|||
logging.info("The FastAPI People data hasn't changed, finishing.") |
|||
sys.exit(0) |
|||
people_path.write_text(new_people_content, encoding="utf-8") |
|||
github_sponsors_path.write_text(new_github_sponsors_content, encoding="utf-8") |
|||
logging.info("Setting up GitHub Actions git user") |
|||
subprocess.run(["git", "config", "user.name", "github-actions"], check=True) |
|||
subprocess.run( |
|||
["git", "config", "user.email", "github-actions@github.com"], check=True |
|||
) |
|||
branch_name = "fastapi-people" |
|||
logging.info(f"Creating a new branch {branch_name}") |
|||
subprocess.run(["git", "checkout", "-b", branch_name], check=True) |
|||
logging.info("Adding updated file") |
|||
subprocess.run( |
|||
["git", "add", str(people_path), str(github_sponsors_path)], check=True |
|||
) |
|||
logging.info("Committing updated file") |
|||
message = "👥 Update FastAPI People" |
|||
result = subprocess.run(["git", "commit", "-m", message], check=True) |
|||
logging.info("Pushing branch") |
|||
subprocess.run(["git", "push", "origin", branch_name], check=True) |
|||
logging.info("Creating PR") |
|||
pr = repo.create_pull(title=message, body=message, base="master", head=branch_name) |
|||
logging.info(f"Created PR: {pr.number}") |
|||
logging.info("Finished") |
|||
@ -0,0 +1,52 @@ |
|||
name: FastAPI People Sponsors |
|||
|
|||
on: |
|||
schedule: |
|||
- cron: "0 6 1 * *" |
|||
workflow_dispatch: |
|||
inputs: |
|||
debug_enabled: |
|||
description: "Run the build with tmate debugging enabled (https://github.com/marketplace/actions/debugging-with-tmate)" |
|||
required: false |
|||
default: "false" |
|||
|
|||
env: |
|||
UV_SYSTEM_PYTHON: 1 |
|||
|
|||
jobs: |
|||
job: |
|||
if: github.repository_owner == 'fastapi' |
|||
runs-on: ubuntu-latest |
|||
permissions: |
|||
contents: write |
|||
steps: |
|||
- name: Dump GitHub context |
|||
env: |
|||
GITHUB_CONTEXT: ${{ toJson(github) }} |
|||
run: echo "$GITHUB_CONTEXT" |
|||
- uses: actions/checkout@v4 |
|||
- name: Set up Python |
|||
uses: actions/setup-python@v5 |
|||
with: |
|||
python-version: "3.11" |
|||
- name: Setup uv |
|||
uses: astral-sh/setup-uv@v6 |
|||
with: |
|||
version: "0.4.15" |
|||
enable-cache: true |
|||
cache-dependency-glob: | |
|||
requirements**.txt |
|||
pyproject.toml |
|||
- name: Install Dependencies |
|||
run: uv pip install -r requirements-github-actions.txt |
|||
# Allow debugging with tmate |
|||
- name: Setup tmate session |
|||
uses: mxschmitt/action-tmate@v3 |
|||
if: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.debug_enabled == 'true' }} |
|||
with: |
|||
limit-access-to-actor: true |
|||
- name: FastAPI People Sponsors |
|||
run: python ./scripts/sponsors.py |
|||
env: |
|||
SPONSORS_TOKEN: ${{ secrets.SPONSORS_TOKEN }} |
|||
PR_TOKEN: ${{ secrets.FASTAPI_PR_TOKEN }} |
|||
@ -0,0 +1,3 @@ |
|||
# সম্পর্কে |
|||
|
|||
**FastAPI** সম্পর্কে বিস্তারিত — এর ডিজাইন, অনুপ্রেরণা ও আরও অনেক কিছু। 🤓 |
|||
@ -0,0 +1,298 @@ |
|||
# এনভায়রনমেন্ট ভেরিয়েবলস |
|||
|
|||
/// tip |
|||
|
|||
আপনি যদি "এনভায়রনমেন্ট ভেরিয়েবলস" কী এবং সেগুলো কীভাবে ব্যবহার করতে হয় সেটা জানেন, তাহলে এই অংশটি স্কিপ করে যেতে পারেন। |
|||
|
|||
/// |
|||
|
|||
এনভায়রনমেন্ট ভেরিয়েবল (সংক্ষেপে "**env var**" নামেও পরিচিত) হলো এমন একটি ভেরিয়েবল যা পাইথন কোডের **বাইরে**, **অপারেটিং সিস্টেমে** থাকে এবং আপনার পাইথন কোড (বা অন্যান্য প্রোগ্রাম) দ্বারা যাকে রিড করা যায়। |
|||
|
|||
এনভায়রনমেন্ট ভেরিয়েবলস অ্যাপ্লিকেশনের **সেটিংস** পরিচালনা করতে, পাইথনের **ইনস্টলেশন** প্রক্রিয়ার অংশ হিসেবে, ইত্যাদি কাজে উপযোগী হতে পারে। |
|||
|
|||
## Env Vars তৈরী এবং ব্যবহার |
|||
|
|||
আপনি **শেল (টার্মিনাল)**-এ, পাইথনের প্রয়োজন ছাড়াই, এনভায়রনমেন্ট ভেরিয়েবলস **তৈরি** এবং ব্যবহার করতে পারবেনঃ |
|||
|
|||
//// tab | লিনাক্স, ম্যাকওএস, উইন্ডোজ Bash |
|||
|
|||
<div class="termy"> |
|||
|
|||
```console |
|||
// আপনি চাইলে MY_NAME নামে একটি env var তৈরি করতে পারেন |
|||
$ export MY_NAME="Wade Wilson" |
|||
|
|||
// তারপরে এটিকে চাইলে অন্যান্য প্রোগ্রামে ব্যবহার করতে পারেন |
|||
$ echo "Hello $MY_NAME" |
|||
|
|||
Hello Wade Wilson |
|||
``` |
|||
|
|||
</div> |
|||
|
|||
//// |
|||
|
|||
//// tab | উইন্ডোজ পাওয়ারশেল |
|||
|
|||
<div class="termy"> |
|||
|
|||
```console |
|||
// MY_NAME নামে env var তৈরি |
|||
$ $Env:MY_NAME = "Wade Wilson" |
|||
|
|||
// অন্যান্য প্রোগ্রামে এটিকে ব্যবহার |
|||
$ echo "Hello $Env:MY_NAME" |
|||
|
|||
Hello Wade Wilson |
|||
``` |
|||
|
|||
</div> |
|||
|
|||
//// |
|||
|
|||
## পাইথনে env vars রিড করা |
|||
|
|||
আপনি চাইলে পাইথনের **বাইরে**, টার্মিনালে (বা অন্য কোনো উপায়ে) এনভায়রনমেন্ট ভেরিয়েবলস তৈরি করতে পারেন, এবং পরে সেগুলো **পাইথনে রিড** (অ্যাক্সেস করতে) পারেন। |
|||
|
|||
উদাহরণস্বরূপ, আপনার `main.py` নামে একটি ফাইল থাকতে পারেঃ |
|||
|
|||
```Python hl_lines="3" |
|||
import os |
|||
|
|||
name = os.getenv("MY_NAME", "World") |
|||
print(f"Hello {name} from Python") |
|||
``` |
|||
|
|||
/// tip |
|||
|
|||
<a href="https://docs.python.org/3.8/library/os.html#os.getenv" class="external-link" target="_blank">`os.getenv()`</a> এর দ্বিতীয় আর্গুমেন্টটি হলো এর ডিফল্ট ভ্যালু যা রিটার্ন করা হবে। |
|||
|
|||
যদি এটি দেওয়া না হয়, ডিফল্টভাবে `None` ব্যবহৃত হবে, এখানে আমরা ডিফল্ট ভ্যালু হিসেবে `"World"` ব্যবহার করেছি। |
|||
|
|||
/// |
|||
|
|||
তারপরে পাইথন প্রোগ্রামটিকে নিম্নোক্তভাবে কল করা যাবেঃ |
|||
|
|||
//// tab | লিনাক্স, ম্যাকওএস, উইন্ডোজ Bash |
|||
|
|||
<div class="termy"> |
|||
|
|||
```console |
|||
// এখনো আমরা এনভায়রনমেন্ট ভেরিয়েবল সেট করিনি |
|||
$ python main.py |
|||
|
|||
// যেহেতু env var সেট করা হয়নি, তাই আমরা ডিফল্ট ভ্যালু পাচ্ছি |
|||
|
|||
Hello World from Python |
|||
|
|||
// কিন্তু আমরা প্রথমে যদি একটা এনভায়রনমেন্ট ভারিয়েবল তৈরি করে নেই |
|||
$ export MY_NAME="Wade Wilson" |
|||
|
|||
// এবং তারপর আবার প্রোগ্রাটিকে কল করি |
|||
$ python main.py |
|||
|
|||
// এখন এটি এনভায়রনমেন্ট ভেরিয়েবল রিড করতে পারবে |
|||
|
|||
Hello Wade Wilson from Python |
|||
``` |
|||
|
|||
</div> |
|||
|
|||
//// |
|||
|
|||
//// tab | উইন্ডোজ পাওয়ারশেল |
|||
|
|||
<div class="termy"> |
|||
|
|||
```console |
|||
// এখনো আমরা এনভায়রনমেন্ট ভেরিয়েবল সেট করিনি |
|||
$ python main.py |
|||
|
|||
// যেহেতু env var সেট করা হয়নি, তাই আমরা ডিফল্ট ভ্যালু পাচ্ছি |
|||
|
|||
Hello World from Python |
|||
|
|||
// কিন্তু আমরা প্রথমে যদি একটা এনভায়রনমেন্ট ভারিয়েবল তৈরি করে নেই |
|||
$ $Env:MY_NAME = "Wade Wilson" |
|||
|
|||
// এবং তারপর আবার প্রোগ্রাটিকে কল করি |
|||
$ python main.py |
|||
|
|||
// এখন এটি এনভায়রনমেন্ট ভেরিয়েবল রিড করতে পারবে |
|||
|
|||
Hello Wade Wilson from Python |
|||
``` |
|||
|
|||
</div> |
|||
|
|||
//// |
|||
|
|||
যেহেতু এনভায়রনমেন্ট ভেরিয়েবলস কোডের বাইরে সেট করা যায়, কিন্তু পরবর্তীতে কোড দ্বারা রিড করা যায়, এবং বাকি ফাইলগুলোর সাথে রাখতে (`git` এ কমিট) হয় না, তাই কনফিগারেশনস বা **সেটিংস** এর জন্য এগুলো সাধারণত ব্যবহৃত হয়ে থাকে। |
|||
|
|||
আপনি একটি এনভায়রনমেন্ট ভেরিয়েবল শুধুমাত্র একটি **নির্দিষ্ট প্রোগ্রাম ইনভোকেশনের** জন্যও তৈরি করতে পারেন, যা শুধুমাত্র সেই প্রোগ্রামের জন্যই এভেইলেবল থাকবে এবং শুধুমাত্র তার চলাকালীন সময় পর্যন্তই সক্রিয় থাকবে। |
|||
|
|||
এটি করতে, প্রোগ্রামটি রান করার ঠিক আগেই, একই লাইনে এনভায়রনমেন্ট ভেরিয়েবল তৈরি করুন: |
|||
|
|||
<div class="termy"> |
|||
|
|||
```console |
|||
// প্রোগ্রামটি কল করার সময় একই লাইনে MY_NAME এনভায়রনমেন্ট ভেরিয়েবল তৈরি করুন |
|||
$ MY_NAME="Wade Wilson" python main.py |
|||
|
|||
// এখন এটি এনভায়রনমেন্ট ভ্যরিয়েবলটিকে রিড করতে পারবে |
|||
|
|||
Hello Wade Wilson from Python |
|||
|
|||
// পরবর্তীতে এনভায়রনমেন্ট ভেরিয়েবলটিকে আর ব্যবহার করা যাচ্ছে না |
|||
$ python main.py |
|||
|
|||
Hello World from Python |
|||
``` |
|||
|
|||
</div> |
|||
|
|||
/// tip |
|||
|
|||
এটি নিয়ে আরো বিস্তারিত পড়তে পারেন এখানে <a href="https://12factor.net/config" class="external-link" target="_blank">The Twelve-Factor App: Config</a>। |
|||
|
|||
/// |
|||
|
|||
## টাইপস এবং ভ্যালিডেশন |
|||
|
|||
এই এনভায়রনমেন্ট ভেরিয়েবলগুলো শুধুমাত্র **টেক্সট স্ট্রিংস** হ্যান্ডেল করতে পারে, যেহেতু এগুলো পাইথনের বাইরে অবস্থিত এবং অন্যান্য প্রোগ্রাম এবং সিস্টেমের বাকি অংশের (এমনকি বিভিন্ন অপারেটিং সিস্টেম যেমন লিনাক্স, উইন্ডোজ, ম্যাকওএস) সাথে সামঞ্জস্যপূর্ণ হতে হয়। |
|||
|
|||
এর অর্থ হচ্ছে পাইথনে এনভায়রনমেন্ট ভেরিয়েবল থেকে রিড করা **যেকোনো ভ্যালু** একটি `str` হবে, এবং অন্য কোনো টাইপে কনভার্সন বা যেকোনো ভেলিডেশন কোডে আলাদাভাবে করতে হবে। |
|||
|
|||
এনভায়রনমেন্ট ভেরিয়েবল ব্যবহার করে **এপ্লিকেশন সেটিংস** হ্যান্ডেল করা নিয়ে আরো বিস্তারিত জানা যাবে [Advanced User Guide - Settings and Environment Variables](./advanced/settings.md){.internal-link target=_blank}. |
|||
|
|||
## `PATH` এনভায়রনমেন্ট ভেরিয়েবল |
|||
|
|||
**`PATH`** নামে একটি **বিশেষ** এনভায়রনমেন্ট ভেরিয়েবল রয়েছে, যেটি প্রোগ্রাম রান করার জন্য অপারেটিং সিস্টেমস (লিনাক্স, ম্যাকওএস, উইন্ডোজ) দ্বারা ব্যবহৃত হয়। |
|||
|
|||
`PATH` ভেরিয়েবল এর ভ্যালু হচ্ছে একটি বিশাল স্ট্রিং যা ডিরেক্টরিকে কোলন `:` দিয়ে আলাদা করার মাধ্যমে লিনাক্সে ও ম্যাকওএস এ, এবং সেমিকোলন `;` এর মাধ্যমে উইন্ডোজ এ তৈরি করা থাকে। |
|||
|
|||
উদাহরণস্বরূপ, `PATH` ভেরিয়েবল নিচের মতো দেখতে হতে পারেঃ |
|||
|
|||
//// tab | লিনাক্স, ম্যাকওএস |
|||
|
|||
```plaintext |
|||
/usr/local/bin:/usr/bin:/bin:/usr/sbin:/sbin |
|||
``` |
|||
|
|||
তারমানে হলো সিস্টেম প্রোগ্রামগুলোকে নিচের ডিরেক্টরিগুলোতে খুঁজবেঃ |
|||
|
|||
* `/usr/local/bin` |
|||
* `/usr/bin` |
|||
* `/bin` |
|||
* `/usr/sbin` |
|||
* `/sbin` |
|||
|
|||
//// |
|||
|
|||
//// tab | উইন্ডোজ |
|||
|
|||
```plaintext |
|||
C:\Program Files\Python312\Scripts;C:\Program Files\Python312;C:\Windows\System32 |
|||
``` |
|||
|
|||
তারমানে হলো সিস্টেম প্রোগ্রামগুলোকে নিচের ডিরেক্টরিগুলোতে খুঁজবেঃ |
|||
|
|||
* `C:\Program Files\Python312\Scripts` |
|||
* `C:\Program Files\Python312` |
|||
* `C:\Windows\System32` |
|||
|
|||
//// |
|||
|
|||
যখন আপনি টার্মিনালে কোনো **কমান্ড** লিখবেন, অপারেটিং সিস্টেম **প্রত্যেকটি ডিরেক্টরিতে** প্রোগ্রামটি **খুঁজবে** যেগুলো `PATH` এনভায়রনমেন্ট ভেরিয়েবল এ লিস্ট করা আছে। |
|||
|
|||
উদাহরণস্বরূপ, যখন আপনি টার্মিনালে `python` টাইপ করবেন, অপারেটিং সিস্টেম এই লিস্ট এর **প্রথম ডিরেক্টরিতে** `python` নামের একটি প্রোগ্রাম খুঁজবে। |
|||
|
|||
যদি এটি খুঁজে পায়, তাহলে এটি প্রোগ্রামটিকে ব্যবহার করবে। অন্যথায় এটি **অন্যান্য ডিরেক্টরিগুলোতে** এটিকে খুঁজতে থাকবে। |
|||
|
|||
### পাইথন ইনস্টল এবং `PATH` আপডেট |
|||
|
|||
যখন আপনি পাইথন ইনস্টল করেন, আপনি `PATH` এনভায়রনমেন্ট ভেরিয়েবল আপডেট করতে চান কিনা সেটা জিজ্ঞেস করা হতে পারে। |
|||
|
|||
//// tab | লিনাক্স, ম্যাকওএস |
|||
|
|||
ধরা যাক আপনি পাইথন ইনস্টল করলেন এবং এটি `/opt/custompython/bin` ডিরেক্টরিতে ইনস্টল হচ্ছে। |
|||
|
|||
যদি আপনি "Yes" সিলেক্ট করে `PATH` এনভায়রনমেন্ট ভেরিয়েবল আপডেট করতে চান, তাহলে ইনস্টলার `/opt/custompython/bin` কে `PATH` এনভায়রনমেন্ট ভেরিয়েবল এ এড করে দিবে। |
|||
|
|||
এটা দেখতে এমনটা হতে পারেঃ |
|||
|
|||
```plaintext |
|||
/usr/local/bin:/usr/bin:/bin:/usr/sbin:/sbin:/opt/custompython/bin |
|||
``` |
|||
|
|||
এইভাবে, আপনি যখন টার্মিনালে `python` টাইপ করেন, সিস্টেম পাইথন প্রোগ্রামটিকে `/opt/custompython/bin` (সর্বশেষ ডিরেক্টরি) তে খুঁজে পাবে এবং এটাকে ব্যবহার করবে। |
|||
|
|||
//// |
|||
|
|||
//// tab | উইন্ডোজ |
|||
|
|||
ধরা যাক আপনি পাইথন ইনস্টল করলেন এবং এটি `C:\opt\custompython\bin` ডিরেক্টরিতে ইনস্টল হচ্ছে। |
|||
|
|||
যদি আপনি "Yes" সিলেক্ট করে `PATH` এনভায়রনমেন্ট ভেরিয়েবল আপডেট করতে চান, তাহলে ইনস্টলার `C:\opt\custompython\bin` কে `PATH` এনভায়রনমেন্ট ভেরিয়েবল এ এড করে দিবে। |
|||
|
|||
```plaintext |
|||
C:\Program Files\Python312\Scripts;C:\Program Files\Python312;C:\Windows\System32;C:\opt\custompython\bin |
|||
``` |
|||
|
|||
এইভাবে, আপনি যখন টার্মিনালে `python` টাইপ করেন, সিস্টেম পাইথন প্রোগ্রামটিকে `C:\opt\custompython\bin` (সর্বশেষ ডিরেক্টরি) তে খুঁজে পাবে এবং এটাকে ব্যবহার করবে। |
|||
|
|||
//// |
|||
|
|||
তাই, আপনি যদি টাইপ করেনঃ |
|||
|
|||
<div class="termy"> |
|||
|
|||
```console |
|||
$ python |
|||
``` |
|||
|
|||
</div> |
|||
|
|||
//// tab | লিনাক্স, ম্যাকওএস |
|||
|
|||
সিস্টেম `python` প্রোগ্রামকে `/opt/custompython/bin` এ **খুঁজে পাবে** এবং এটাকে রান করবে। |
|||
|
|||
এটা মোটামুটিভাবে নিচের মতো করে লেখার সমান হবেঃ |
|||
|
|||
<div class="termy"> |
|||
|
|||
```console |
|||
$ /opt/custompython/bin/python |
|||
``` |
|||
|
|||
</div> |
|||
|
|||
//// |
|||
|
|||
//// tab | উইন্ডোজ |
|||
|
|||
সিস্টেম `python` প্রোগ্রামকে `C:\opt\custompython\bin\python` এ **খুঁজে পাবে** এবং এটাকে রান করবে। |
|||
|
|||
এটা মোটামুটিভাবে নিচের মতো করে লেখার সমান হবেঃ |
|||
|
|||
<div class="termy"> |
|||
|
|||
```console |
|||
$ C:\opt\custompython\bin\python |
|||
``` |
|||
|
|||
</div> |
|||
|
|||
//// |
|||
|
|||
এই তথ্যগুলো [ভার্চুয়াল এনভায়রনমেন্টস](virtual-environments.md){.internal-link target=_blank} শেখার ক্ষেত্রে সহায়ক হবে। |
|||
|
|||
## উপসংহার |
|||
|
|||
এর মাধ্যমে আপনি **এনভায়রনমেন্ট ভেরিয়েবলস** কি এবং এটিকে পাইথনে কিভাবে ব্যবহার করতে হয় তার সম্পর্কে বেসিক ধারনা পেলেন। |
|||
|
|||
চাইলে এই সম্পর্কে আরো বিস্তারিত পড়তে পারেন <a href="https://en.wikipedia.org/wiki/Environment_variable" class="external-link" target="_blank">Wikipedia for Environment Variable</a> এ। |
|||
|
|||
অনেক ক্ষেত্রে, দেখা মাত্রই এনভায়রনমেন্ট ভেরিয়েবল কীভাবে প্রয়োজন হবে তা স্পষ্ট হয় না। কিন্তু ডেভেলপমেন্টের সময় আপনি নানা রকম পরিস্থিতিতে এগুলোর সম্মুখীন হবেন, তাই এগুলো সম্পর্কে জেনে রাখা ভালো। |
|||
|
|||
উদাহরণস্বরূপ, আপনার এই ইনফরমেশনটি পরবর্তী, [ভার্চুয়াল এনভায়রনমেন্টস](virtual-environments.md) অংশে দরকার হবে। |
|||
File diff suppressed because it is too large
@ -1,495 +1,495 @@ |
|||
- name: full-stack-fastapi-template |
|||
html_url: https://github.com/fastapi/full-stack-fastapi-template |
|||
stars: 28796 |
|||
stars: 34156 |
|||
owner_login: fastapi |
|||
owner_html_url: https://github.com/fastapi |
|||
- name: Hello-Python |
|||
html_url: https://github.com/mouredev/Hello-Python |
|||
stars: 27554 |
|||
stars: 30835 |
|||
owner_login: mouredev |
|||
owner_html_url: https://github.com/mouredev |
|||
- name: serve |
|||
html_url: https://github.com/jina-ai/serve |
|||
stars: 21225 |
|||
stars: 21631 |
|||
owner_login: jina-ai |
|||
owner_html_url: https://github.com/jina-ai |
|||
- name: sqlmodel |
|||
html_url: https://github.com/fastapi/sqlmodel |
|||
stars: 14921 |
|||
owner_login: fastapi |
|||
owner_html_url: https://github.com/fastapi |
|||
- name: HivisionIDPhotos |
|||
html_url: https://github.com/Zeyi-Lin/HivisionIDPhotos |
|||
stars: 14025 |
|||
stars: 18125 |
|||
owner_login: Zeyi-Lin |
|||
owner_html_url: https://github.com/Zeyi-Lin |
|||
- name: sqlmodel |
|||
html_url: https://github.com/fastapi/sqlmodel |
|||
stars: 16249 |
|||
owner_login: fastapi |
|||
owner_html_url: https://github.com/fastapi |
|||
- name: Douyin_TikTok_Download_API |
|||
html_url: https://github.com/Evil0ctal/Douyin_TikTok_Download_API |
|||
stars: 10001 |
|||
stars: 13279 |
|||
owner_login: Evil0ctal |
|||
owner_html_url: https://github.com/Evil0ctal |
|||
- name: fastapi-best-practices |
|||
html_url: https://github.com/zhanymkanov/fastapi-best-practices |
|||
stars: 9820 |
|||
stars: 12334 |
|||
owner_login: zhanymkanov |
|||
owner_html_url: https://github.com/zhanymkanov |
|||
- name: awesome-fastapi |
|||
html_url: https://github.com/mjhea0/awesome-fastapi |
|||
stars: 8899 |
|||
stars: 9934 |
|||
owner_login: mjhea0 |
|||
owner_html_url: https://github.com/mjhea0 |
|||
- name: FastUI |
|||
html_url: https://github.com/pydantic/FastUI |
|||
stars: 8400 |
|||
stars: 8838 |
|||
owner_login: pydantic |
|||
owner_html_url: https://github.com/pydantic |
|||
- name: XHS-Downloader |
|||
html_url: https://github.com/JoeanAmier/XHS-Downloader |
|||
stars: 7962 |
|||
owner_login: JoeanAmier |
|||
owner_html_url: https://github.com/JoeanAmier |
|||
- name: nonebot2 |
|||
html_url: https://github.com/nonebot/nonebot2 |
|||
stars: 6235 |
|||
stars: 6834 |
|||
owner_login: nonebot |
|||
owner_html_url: https://github.com/nonebot |
|||
- name: serge |
|||
html_url: https://github.com/serge-chat/serge |
|||
stars: 5685 |
|||
owner_login: serge-chat |
|||
owner_html_url: https://github.com/serge-chat |
|||
- name: fastapi-users |
|||
html_url: https://github.com/fastapi-users/fastapi-users |
|||
stars: 4787 |
|||
owner_login: fastapi-users |
|||
owner_html_url: https://github.com/fastapi-users |
|||
- name: FileCodeBox |
|||
html_url: https://github.com/vastsa/FileCodeBox |
|||
stars: 4479 |
|||
stars: 6783 |
|||
owner_login: vastsa |
|||
owner_html_url: https://github.com/vastsa |
|||
- name: fastapi_mcp |
|||
html_url: https://github.com/tadata-org/fastapi_mcp |
|||
stars: 5846 |
|||
owner_login: tadata-org |
|||
owner_html_url: https://github.com/tadata-org |
|||
- name: hatchet |
|||
html_url: https://github.com/hatchet-dev/hatchet |
|||
stars: 4413 |
|||
stars: 5773 |
|||
owner_login: hatchet-dev |
|||
owner_html_url: https://github.com/hatchet-dev |
|||
- name: serge |
|||
html_url: https://github.com/serge-chat/serge |
|||
stars: 5728 |
|||
owner_login: serge-chat |
|||
owner_html_url: https://github.com/serge-chat |
|||
- name: polar |
|||
html_url: https://github.com/polarsource/polar |
|||
stars: 5709 |
|||
owner_login: polarsource |
|||
owner_html_url: https://github.com/polarsource |
|||
- name: fastapi-users |
|||
html_url: https://github.com/fastapi-users/fastapi-users |
|||
stars: 5336 |
|||
owner_login: fastapi-users |
|||
owner_html_url: https://github.com/fastapi-users |
|||
- name: strawberry |
|||
html_url: https://github.com/strawberry-graphql/strawberry |
|||
stars: 4317 |
|||
owner_login: strawberry-graphql |
|||
owner_html_url: https://github.com/strawberry-graphql |
|||
- name: chatgpt-web-share |
|||
html_url: https://github.com/chatpire/chatgpt-web-share |
|||
stars: 4322 |
|||
stars: 4301 |
|||
owner_login: chatpire |
|||
owner_html_url: https://github.com/chatpire |
|||
- name: atrilabs-engine |
|||
html_url: https://github.com/Atri-Labs/atrilabs-engine |
|||
stars: 4115 |
|||
stars: 4106 |
|||
owner_login: Atri-Labs |
|||
owner_html_url: https://github.com/Atri-Labs |
|||
- name: strawberry |
|||
html_url: https://github.com/strawberry-graphql/strawberry |
|||
stars: 4084 |
|||
owner_login: strawberry-graphql |
|||
owner_html_url: https://github.com/strawberry-graphql |
|||
- name: dynaconf |
|||
html_url: https://github.com/dynaconf/dynaconf |
|||
stars: 3844 |
|||
stars: 4045 |
|||
owner_login: dynaconf |
|||
owner_html_url: https://github.com/dynaconf |
|||
- name: poem |
|||
html_url: https://github.com/poem-web/poem |
|||
stars: 3698 |
|||
stars: 4037 |
|||
owner_login: poem-web |
|||
owner_html_url: https://github.com/poem-web |
|||
- name: polar |
|||
html_url: https://github.com/polarsource/polar |
|||
stars: 3355 |
|||
owner_login: polarsource |
|||
owner_html_url: https://github.com/polarsource |
|||
- name: opyrator |
|||
html_url: https://github.com/ml-tooling/opyrator |
|||
stars: 3114 |
|||
owner_login: ml-tooling |
|||
owner_html_url: https://github.com/ml-tooling |
|||
- name: farfalle |
|||
html_url: https://github.com/rashadphz/farfalle |
|||
stars: 3022 |
|||
stars: 3348 |
|||
owner_login: rashadphz |
|||
owner_html_url: https://github.com/rashadphz |
|||
- name: LitServe |
|||
html_url: https://github.com/Lightning-AI/LitServe |
|||
stars: 3347 |
|||
owner_login: Lightning-AI |
|||
owner_html_url: https://github.com/Lightning-AI |
|||
- name: fastapi-admin |
|||
html_url: https://github.com/fastapi-admin/fastapi-admin |
|||
stars: 3002 |
|||
stars: 3309 |
|||
owner_login: fastapi-admin |
|||
owner_html_url: https://github.com/fastapi-admin |
|||
- name: docarray |
|||
html_url: https://github.com/docarray/docarray |
|||
stars: 2998 |
|||
owner_login: docarray |
|||
owner_html_url: https://github.com/docarray |
|||
- name: datamodel-code-generator |
|||
html_url: https://github.com/koxudaxi/datamodel-code-generator |
|||
stars: 2845 |
|||
stars: 3291 |
|||
owner_login: koxudaxi |
|||
owner_html_url: https://github.com/koxudaxi |
|||
- name: fastapi-realworld-example-app |
|||
html_url: https://github.com/nsidnev/fastapi-realworld-example-app |
|||
stars: 2832 |
|||
owner_login: nsidnev |
|||
owner_html_url: https://github.com/nsidnev |
|||
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|||
html_url: https://github.com/tiangolo/uvicorn-gunicorn-fastapi-docker |
|||
stars: 2727 |
|||
owner_login: tiangolo |
|||
owner_html_url: https://github.com/tiangolo |
|||
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|||
html_url: https://github.com/Canner/WrenAI |
|||
stars: 2699 |
|||
owner_login: Canner |
|||
owner_html_url: https://github.com/Canner |
|||
- name: LitServe |
|||
html_url: https://github.com/Lightning-AI/LitServe |
|||
stars: 2664 |
|||
owner_login: Lightning-AI |
|||
owner_html_url: https://github.com/Lightning-AI |
|||
- name: logfire |
|||
html_url: https://github.com/pydantic/logfire |
|||
stars: 2495 |
|||
stars: 3288 |
|||
owner_login: pydantic |
|||
owner_html_url: https://github.com/pydantic |
|||
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|||
html_url: https://github.com/danielgtaylor/huma |
|||
stars: 2479 |
|||
stars: 3201 |
|||
owner_login: danielgtaylor |
|||
owner_html_url: https://github.com/danielgtaylor |
|||
- name: opyrator |
|||
html_url: https://github.com/ml-tooling/opyrator |
|||
stars: 3132 |
|||
owner_login: ml-tooling |
|||
owner_html_url: https://github.com/ml-tooling |
|||
- name: Kokoro-FastAPI |
|||
html_url: https://github.com/remsky/Kokoro-FastAPI |
|||
stars: 3099 |
|||
owner_login: remsky |
|||
owner_html_url: https://github.com/remsky |
|||
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|||
html_url: https://github.com/docarray/docarray |
|||
stars: 3075 |
|||
owner_login: docarray |
|||
owner_html_url: https://github.com/docarray |
|||
- name: fastapi-realworld-example-app |
|||
html_url: https://github.com/nsidnev/fastapi-realworld-example-app |
|||
stars: 2902 |
|||
owner_login: nsidnev |
|||
owner_html_url: https://github.com/nsidnev |
|||
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|||
html_url: https://github.com/TracecatHQ/tracecat |
|||
stars: 2446 |
|||
stars: 2888 |
|||
owner_login: TracecatHQ |
|||
owner_html_url: https://github.com/TracecatHQ |
|||
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|||
html_url: https://github.com/paulpierre/RasaGPT |
|||
stars: 2378 |
|||
owner_login: paulpierre |
|||
owner_html_url: https://github.com/paulpierre |
|||
- name: uvicorn-gunicorn-fastapi-docker |
|||
html_url: https://github.com/tiangolo/uvicorn-gunicorn-fastapi-docker |
|||
stars: 2775 |
|||
owner_login: tiangolo |
|||
owner_html_url: https://github.com/tiangolo |
|||
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|||
html_url: https://github.com/ml-tooling/best-of-web-python |
|||
stars: 2374 |
|||
stars: 2537 |
|||
owner_login: ml-tooling |
|||
owner_html_url: https://github.com/ml-tooling |
|||
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|||
html_url: https://github.com/paulpierre/RasaGPT |
|||
stars: 2427 |
|||
owner_login: paulpierre |
|||
owner_html_url: https://github.com/paulpierre |
|||
- name: fastapi-react |
|||
html_url: https://github.com/Buuntu/fastapi-react |
|||
stars: 2274 |
|||
stars: 2397 |
|||
owner_login: Buuntu |
|||
owner_html_url: https://github.com/Buuntu |
|||
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|||
html_url: https://github.com/s3rius/FastAPI-template |
|||
stars: 2334 |
|||
owner_login: s3rius |
|||
owner_html_url: https://github.com/s3rius |
|||
- name: nextpy |
|||
html_url: https://github.com/dot-agent/nextpy |
|||
stars: 2244 |
|||
stars: 2295 |
|||
owner_login: dot-agent |
|||
owner_html_url: https://github.com/dot-agent |
|||
- name: sqladmin |
|||
html_url: https://github.com/aminalaee/sqladmin |
|||
stars: 2235 |
|||
owner_login: aminalaee |
|||
owner_html_url: https://github.com/aminalaee |
|||
- name: 30-Days-of-Python |
|||
html_url: https://github.com/codingforentrepreneurs/30-Days-of-Python |
|||
stars: 2154 |
|||
stars: 2181 |
|||
owner_login: codingforentrepreneurs |
|||
owner_html_url: https://github.com/codingforentrepreneurs |
|||
- name: FastAPI-template |
|||
html_url: https://github.com/s3rius/FastAPI-template |
|||
stars: 2067 |
|||
owner_login: s3rius |
|||
owner_html_url: https://github.com/s3rius |
|||
- name: langserve |
|||
html_url: https://github.com/langchain-ai/langserve |
|||
stars: 1980 |
|||
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|||
owner_login: langchain-ai |
|||
owner_html_url: https://github.com/langchain-ai |
|||
- name: sqladmin |
|||
html_url: https://github.com/aminalaee/sqladmin |
|||
stars: 1980 |
|||
owner_login: aminalaee |
|||
owner_html_url: https://github.com/aminalaee |
|||
- name: fastapi-utils |
|||
html_url: https://github.com/fastapiutils/fastapi-utils |
|||
stars: 1970 |
|||
stars: 2100 |
|||
owner_login: fastapiutils |
|||
owner_html_url: https://github.com/fastapiutils |
|||
- name: solara |
|||
html_url: https://github.com/widgetti/solara |
|||
stars: 1950 |
|||
owner_login: widgetti |
|||
owner_html_url: https://github.com/widgetti |
|||
- name: python-week-2022 |
|||
html_url: https://github.com/rochacbruno/python-week-2022 |
|||
stars: 1836 |
|||
owner_login: rochacbruno |
|||
owner_html_url: https://github.com/rochacbruno |
|||
- name: supabase-py |
|||
html_url: https://github.com/supabase/supabase-py |
|||
stars: 1803 |
|||
stars: 2084 |
|||
owner_login: supabase |
|||
owner_html_url: https://github.com/supabase |
|||
- name: solara |
|||
html_url: https://github.com/widgetti/solara |
|||
stars: 2056 |
|||
owner_login: widgetti |
|||
owner_html_url: https://github.com/widgetti |
|||
- name: mangum |
|||
html_url: https://github.com/Kludex/mangum |
|||
stars: 1760 |
|||
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|||
owner_login: Kludex |
|||
owner_html_url: https://github.com/Kludex |
|||
- name: python-week-2022 |
|||
html_url: https://github.com/rochacbruno/python-week-2022 |
|||
stars: 1821 |
|||
owner_login: rochacbruno |
|||
owner_html_url: https://github.com/rochacbruno |
|||
- name: agentkit |
|||
html_url: https://github.com/BCG-X-Official/agentkit |
|||
stars: 1765 |
|||
owner_login: BCG-X-Official |
|||
owner_html_url: https://github.com/BCG-X-Official |
|||
- name: manage-fastapi |
|||
html_url: https://github.com/ycd/manage-fastapi |
|||
stars: 1704 |
|||
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|||
owner_login: ycd |
|||
owner_html_url: https://github.com/ycd |
|||
- name: ormar |
|||
html_url: https://github.com/collerek/ormar |
|||
stars: 1688 |
|||
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|||
owner_login: collerek |
|||
owner_html_url: https://github.com/collerek |
|||
- name: agentkit |
|||
html_url: https://github.com/BCG-X-Official/agentkit |
|||
stars: 1615 |
|||
owner_login: BCG-X-Official |
|||
owner_html_url: https://github.com/BCG-X-Official |
|||
- name: langchain-serve |
|||
html_url: https://github.com/jina-ai/langchain-serve |
|||
stars: 1615 |
|||
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|||
owner_login: jina-ai |
|||
owner_html_url: https://github.com/jina-ai |
|||
- name: piccolo |
|||
html_url: https://github.com/piccolo-orm/piccolo |
|||
stars: 1629 |
|||
owner_login: piccolo-orm |
|||
owner_html_url: https://github.com/piccolo-orm |
|||
- name: termpair |
|||
html_url: https://github.com/cs01/termpair |
|||
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|||
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|||
owner_login: cs01 |
|||
owner_html_url: https://github.com/cs01 |
|||
- name: openapi-python-client |
|||
html_url: https://github.com/openapi-generators/openapi-python-client |
|||
stars: 1603 |
|||
owner_login: openapi-generators |
|||
owner_html_url: https://github.com/openapi-generators |
|||
- name: fastapi-cache |
|||
html_url: https://github.com/long2ice/fastapi-cache |
|||
stars: 1589 |
|||
owner_login: long2ice |
|||
owner_html_url: https://github.com/long2ice |
|||
- name: coronavirus-tracker-api |
|||
html_url: https://github.com/ExpDev07/coronavirus-tracker-api |
|||
stars: 1591 |
|||
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|||
owner_login: ExpDev07 |
|||
owner_html_url: https://github.com/ExpDev07 |
|||
- name: piccolo |
|||
html_url: https://github.com/piccolo-orm/piccolo |
|||
stars: 1477 |
|||
owner_login: piccolo-orm |
|||
owner_html_url: https://github.com/piccolo-orm |
|||
- name: slowapi |
|||
html_url: https://github.com/laurentS/slowapi |
|||
stars: 1533 |
|||
owner_login: laurentS |
|||
owner_html_url: https://github.com/laurentS |
|||
- name: fastapi-crudrouter |
|||
html_url: https://github.com/awtkns/fastapi-crudrouter |
|||
stars: 1435 |
|||
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|||
owner_login: awtkns |
|||
owner_html_url: https://github.com/awtkns |
|||
- name: fastapi-cache |
|||
html_url: https://github.com/long2ice/fastapi-cache |
|||
stars: 1412 |
|||
owner_login: long2ice |
|||
owner_html_url: https://github.com/long2ice |
|||
- name: openapi-python-client |
|||
html_url: https://github.com/openapi-generators/openapi-python-client |
|||
stars: 1398 |
|||
owner_login: openapi-generators |
|||
owner_html_url: https://github.com/openapi-generators |
|||
- name: awesome-fastapi-projects |
|||
html_url: https://github.com/Kludex/awesome-fastapi-projects |
|||
stars: 1386 |
|||
stars: 1461 |
|||
owner_login: Kludex |
|||
owner_html_url: https://github.com/Kludex |
|||
- name: vue-fastapi-admin |
|||
html_url: https://github.com/mizhexiaoxiao/vue-fastapi-admin |
|||
stars: 1409 |
|||
owner_login: mizhexiaoxiao |
|||
owner_html_url: https://github.com/mizhexiaoxiao |
|||
- name: awesome-python-resources |
|||
html_url: https://github.com/DjangoEx/awesome-python-resources |
|||
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|||
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|||
owner_login: DjangoEx |
|||
owner_html_url: https://github.com/DjangoEx |
|||
- name: budgetml |
|||
html_url: https://github.com/ebhy/budgetml |
|||
stars: 1342 |
|||
owner_login: ebhy |
|||
owner_html_url: https://github.com/ebhy |
|||
- name: slowapi |
|||
html_url: https://github.com/laurentS/slowapi |
|||
stars: 1289 |
|||
owner_login: laurentS |
|||
owner_html_url: https://github.com/laurentS |
|||
- name: fastapi-pagination |
|||
html_url: https://github.com/uriyyo/fastapi-pagination |
|||
stars: 1240 |
|||
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|||
owner_login: uriyyo |
|||
owner_html_url: https://github.com/uriyyo |
|||
- name: fastapi-boilerplate |
|||
html_url: https://github.com/teamhide/fastapi-boilerplate |
|||
stars: 1173 |
|||
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|||
owner_login: teamhide |
|||
owner_html_url: https://github.com/teamhide |
|||
- name: fastapi-tutorial |
|||
html_url: https://github.com/liaogx/fastapi-tutorial |
|||
stars: 1162 |
|||
owner_login: liaogx |
|||
owner_html_url: https://github.com/liaogx |
|||
- name: budgetml |
|||
html_url: https://github.com/ebhy/budgetml |
|||
stars: 1344 |
|||
owner_login: ebhy |
|||
owner_html_url: https://github.com/ebhy |
|||
- name: fastapi-amis-admin |
|||
html_url: https://github.com/amisadmin/fastapi-amis-admin |
|||
stars: 1118 |
|||
stars: 1284 |
|||
owner_login: amisadmin |
|||
owner_html_url: https://github.com/amisadmin |
|||
- name: bracket |
|||
html_url: https://github.com/evroon/bracket |
|||
stars: 1274 |
|||
owner_login: evroon |
|||
owner_html_url: https://github.com/evroon |
|||
- name: fastapi-tutorial |
|||
html_url: https://github.com/liaogx/fastapi-tutorial |
|||
stars: 1265 |
|||
owner_login: liaogx |
|||
owner_html_url: https://github.com/liaogx |
|||
- name: fastapi-code-generator |
|||
html_url: https://github.com/koxudaxi/fastapi-code-generator |
|||
stars: 1095 |
|||
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|||
owner_login: koxudaxi |
|||
owner_html_url: https://github.com/koxudaxi |
|||
- name: bolt-python |
|||
html_url: https://github.com/slackapi/bolt-python |
|||
stars: 1086 |
|||
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|||
owner_login: slackapi |
|||
owner_html_url: https://github.com/slackapi |
|||
- name: odmantic |
|||
html_url: https://github.com/art049/odmantic |
|||
stars: 1085 |
|||
owner_login: art049 |
|||
owner_html_url: https://github.com/art049 |
|||
- name: langchain-extract |
|||
html_url: https://github.com/langchain-ai/langchain-extract |
|||
stars: 1068 |
|||
owner_login: langchain-ai |
|||
owner_html_url: https://github.com/langchain-ai |
|||
- name: fastcrud |
|||
html_url: https://github.com/benavlabs/fastcrud |
|||
stars: 1169 |
|||
owner_login: benavlabs |
|||
owner_html_url: https://github.com/benavlabs |
|||
- name: prometheus-fastapi-instrumentator |
|||
html_url: https://github.com/trallnag/prometheus-fastapi-instrumentator |
|||
stars: 1167 |
|||
owner_login: trallnag |
|||
owner_html_url: https://github.com/trallnag |
|||
- name: fastapi_production_template |
|||
html_url: https://github.com/zhanymkanov/fastapi_production_template |
|||
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|||
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|||
owner_login: zhanymkanov |
|||
owner_html_url: https://github.com/zhanymkanov |
|||
- name: bedrock-chat |
|||
html_url: https://github.com/aws-samples/bedrock-chat |
|||
stars: 1163 |
|||
owner_login: aws-samples |
|||
owner_html_url: https://github.com/aws-samples |
|||
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|||
html_url: https://github.com/langchain-ai/langchain-extract |
|||
stars: 1142 |
|||
owner_login: langchain-ai |
|||
owner_html_url: https://github.com/langchain-ai |
|||
- name: odmantic |
|||
html_url: https://github.com/art049/odmantic |
|||
stars: 1121 |
|||
owner_login: art049 |
|||
owner_html_url: https://github.com/art049 |
|||
- name: fastapi_best_architecture |
|||
html_url: https://github.com/fastapi-practices/fastapi_best_architecture |
|||
stars: 1118 |
|||
owner_login: fastapi-practices |
|||
owner_html_url: https://github.com/fastapi-practices |
|||
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|||
html_url: https://github.com/jonra1993/fastapi-alembic-sqlmodel-async |
|||
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|||
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|||
owner_login: jonra1993 |
|||
owner_html_url: https://github.com/jonra1993 |
|||
- name: prometheus-fastapi-instrumentator |
|||
html_url: https://github.com/trallnag/prometheus-fastapi-instrumentator |
|||
stars: 1013 |
|||
owner_login: trallnag |
|||
owner_html_url: https://github.com/trallnag |
|||
- name: FastAPI-boilerplate |
|||
html_url: https://github.com/benavlabs/FastAPI-boilerplate |
|||
stars: 1070 |
|||
owner_login: benavlabs |
|||
owner_html_url: https://github.com/benavlabs |
|||
- name: restish |
|||
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|||
stars: 1069 |
|||
owner_login: rest-sh |
|||
owner_html_url: https://github.com/rest-sh |
|||
- name: runhouse |
|||
html_url: https://github.com/run-house/runhouse |
|||
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|||
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|||
owner_login: run-house |
|||
owner_html_url: https://github.com/run-house |
|||
- name: lanarky |
|||
html_url: https://github.com/ajndkr/lanarky |
|||
stars: 982 |
|||
owner_login: ajndkr |
|||
owner_html_url: https://github.com/ajndkr |
|||
- name: autollm |
|||
html_url: https://github.com/viddexa/autollm |
|||
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|||
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|||
owner_login: viddexa |
|||
owner_html_url: https://github.com/viddexa |
|||
- name: bedrock-claude-chat |
|||
html_url: https://github.com/aws-samples/bedrock-claude-chat |
|||
stars: 977 |
|||
owner_login: aws-samples |
|||
owner_html_url: https://github.com/aws-samples |
|||
- name: SurfSense |
|||
html_url: https://github.com/MODSetter/SurfSense |
|||
stars: 971 |
|||
owner_login: MODSetter |
|||
owner_html_url: https://github.com/MODSetter |
|||
- name: restish |
|||
html_url: https://github.com/danielgtaylor/restish |
|||
stars: 954 |
|||
owner_login: danielgtaylor |
|||
owner_html_url: https://github.com/danielgtaylor |
|||
- name: lanarky |
|||
html_url: https://github.com/ajndkr/lanarky |
|||
stars: 992 |
|||
owner_login: ajndkr |
|||
owner_html_url: https://github.com/ajndkr |
|||
- name: authx |
|||
html_url: https://github.com/yezz123/authx |
|||
stars: 953 |
|||
owner_login: yezz123 |
|||
owner_html_url: https://github.com/yezz123 |
|||
- name: secure |
|||
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|||
stars: 911 |
|||
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|||
owner_login: TypeError |
|||
owner_html_url: https://github.com/TypeError |
|||
- name: langcorn |
|||
html_url: https://github.com/msoedov/langcorn |
|||
stars: 909 |
|||
owner_login: msoedov |
|||
owner_html_url: https://github.com/msoedov |
|||
- name: energy-forecasting |
|||
html_url: https://github.com/iusztinpaul/energy-forecasting |
|||
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|||
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|||
owner_login: iusztinpaul |
|||
owner_html_url: https://github.com/iusztinpaul |
|||
- name: vue-fastapi-admin |
|||
html_url: https://github.com/mizhexiaoxiao/vue-fastapi-admin |
|||
stars: 863 |
|||
owner_login: mizhexiaoxiao |
|||
owner_html_url: https://github.com/mizhexiaoxiao |
|||
- name: authx |
|||
html_url: https://github.com/yezz123/authx |
|||
stars: 850 |
|||
owner_login: yezz123 |
|||
owner_html_url: https://github.com/yezz123 |
|||
- name: langcorn |
|||
html_url: https://github.com/msoedov/langcorn |
|||
stars: 927 |
|||
owner_login: msoedov |
|||
owner_html_url: https://github.com/msoedov |
|||
- name: titiler |
|||
html_url: https://github.com/developmentseed/titiler |
|||
stars: 809 |
|||
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|||
owner_login: developmentseed |
|||
owner_html_url: https://github.com/developmentseed |
|||
- name: flock |
|||
html_url: https://github.com/Onelevenvy/flock |
|||
stars: 896 |
|||
owner_login: Onelevenvy |
|||
owner_html_url: https://github.com/Onelevenvy |
|||
- name: fastapi-langgraph-agent-production-ready-template |
|||
html_url: https://github.com/wassim249/fastapi-langgraph-agent-production-ready-template |
|||
stars: 896 |
|||
owner_login: wassim249 |
|||
owner_html_url: https://github.com/wassim249 |
|||
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|||
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After Width: | Height: | Size: 24 KiB |
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<mxCell id="18" value="<span style="font-family: &#34;roboto&#34; ; font-size: 24px">Module app.routers.users</span><br style="font-family: &#34;roboto&#34; ; font-size: 24px"><span style="font-family: &#34;roboto&#34; ; font-size: 24px">app/routers/users.py</span>" style="shape=hexagon;perimeter=hexagonPerimeter2;whiteSpace=wrap;html=1;fixedSize=1;strokeWidth=3;" parent="1" vertex="1"> |
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After Width: | Height: | Size: 604 KiB |
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Before Width: | Height: | Size: 14 KiB |
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