@ -1,7 +0,0 @@ |
|||||
FROM python:3.9 |
|
||||
|
|
||||
RUN pip install httpx PyGithub "pydantic==1.5.1" "pyyaml>=5.3.1,<6.0.0" |
|
||||
|
|
||||
COPY ./app /app |
|
||||
|
|
||||
CMD ["python", "/app/main.py"] |
|
@ -1,10 +0,0 @@ |
|||||
name: "Notify Translations" |
|
||||
description: "Notify in the issue for a translation when there's a new PR available" |
|
||||
author: "Sebastián Ramírez <tiangolo@gmail.com>" |
|
||||
inputs: |
|
||||
token: |
|
||||
description: 'Token, to read the GitHub API. Can be passed in using {{ secrets.GITHUB_TOKEN }}' |
|
||||
required: true |
|
||||
runs: |
|
||||
using: 'docker' |
|
||||
image: 'Dockerfile' |
|
@ -1,7 +0,0 @@ |
|||||
FROM python:3.9 |
|
||||
|
|
||||
RUN pip install httpx PyGithub "pydantic==2.0.2" pydantic-settings "pyyaml>=5.3.1,<6.0.0" |
|
||||
|
|
||||
COPY ./app /app |
|
||||
|
|
||||
CMD ["python", "/app/main.py"] |
|
@ -1,10 +0,0 @@ |
|||||
name: "Generate FastAPI People" |
|
||||
description: "Generate the data for the FastAPI People page" |
|
||||
author: "Sebastián Ramírez <tiangolo@gmail.com>" |
|
||||
inputs: |
|
||||
token: |
|
||||
description: 'User token, to read the GitHub API. Can be passed in using {{ secrets.FASTAPI_PEOPLE }}' |
|
||||
required: true |
|
||||
runs: |
|
||||
using: 'docker' |
|
||||
image: 'Dockerfile' |
|
@ -1,682 +0,0 @@ |
|||||
import logging |
|
||||
import subprocess |
|
||||
import sys |
|
||||
from collections import Counter, defaultdict |
|
||||
from datetime import datetime, timedelta, timezone |
|
||||
from pathlib import Path |
|
||||
from typing import Any, Container, DefaultDict, Dict, List, Set, Union |
|
||||
|
|
||||
import httpx |
|
||||
import yaml |
|
||||
from github import Github |
|
||||
from pydantic import BaseModel, SecretStr |
|
||||
from pydantic_settings import BaseSettings |
|
||||
|
|
||||
github_graphql_url = "https://api.github.com/graphql" |
|
||||
questions_category_id = "MDE4OkRpc2N1c3Npb25DYXRlZ29yeTMyMDAxNDM0" |
|
||||
|
|
||||
discussions_query = """ |
|
||||
query Q($after: String, $category_id: ID) { |
|
||||
repository(name: "fastapi", owner: "fastapi") { |
|
||||
discussions(first: 100, after: $after, categoryId: $category_id) { |
|
||||
edges { |
|
||||
cursor |
|
||||
node { |
|
||||
number |
|
||||
author { |
|
||||
login |
|
||||
avatarUrl |
|
||||
url |
|
||||
} |
|
||||
title |
|
||||
createdAt |
|
||||
comments(first: 100) { |
|
||||
nodes { |
|
||||
createdAt |
|
||||
author { |
|
||||
login |
|
||||
avatarUrl |
|
||||
url |
|
||||
} |
|
||||
isAnswer |
|
||||
replies(first: 10) { |
|
||||
nodes { |
|
||||
createdAt |
|
||||
author { |
|
||||
login |
|
||||
avatarUrl |
|
||||
url |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
""" |
|
||||
|
|
||||
|
|
||||
prs_query = """ |
|
||||
query Q($after: String) { |
|
||||
repository(name: "fastapi", owner: "fastapi") { |
|
||||
pullRequests(first: 100, after: $after) { |
|
||||
edges { |
|
||||
cursor |
|
||||
node { |
|
||||
number |
|
||||
labels(first: 100) { |
|
||||
nodes { |
|
||||
name |
|
||||
} |
|
||||
} |
|
||||
author { |
|
||||
login |
|
||||
avatarUrl |
|
||||
url |
|
||||
} |
|
||||
title |
|
||||
createdAt |
|
||||
state |
|
||||
comments(first: 100) { |
|
||||
nodes { |
|
||||
createdAt |
|
||||
author { |
|
||||
login |
|
||||
avatarUrl |
|
||||
url |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
reviews(first:100) { |
|
||||
nodes { |
|
||||
author { |
|
||||
login |
|
||||
avatarUrl |
|
||||
url |
|
||||
} |
|
||||
state |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
""" |
|
||||
|
|
||||
sponsors_query = """ |
|
||||
query Q($after: String) { |
|
||||
user(login: "fastapi") { |
|
||||
sponsorshipsAsMaintainer(first: 100, after: $after) { |
|
||||
edges { |
|
||||
cursor |
|
||||
node { |
|
||||
sponsorEntity { |
|
||||
... on Organization { |
|
||||
login |
|
||||
avatarUrl |
|
||||
url |
|
||||
} |
|
||||
... on User { |
|
||||
login |
|
||||
avatarUrl |
|
||||
url |
|
||||
} |
|
||||
} |
|
||||
tier { |
|
||||
name |
|
||||
monthlyPriceInDollars |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
} |
|
||||
""" |
|
||||
|
|
||||
|
|
||||
class Author(BaseModel): |
|
||||
login: str |
|
||||
avatarUrl: str |
|
||||
url: str |
|
||||
|
|
||||
|
|
||||
# Discussions |
|
||||
|
|
||||
|
|
||||
class CommentsNode(BaseModel): |
|
||||
createdAt: datetime |
|
||||
author: Union[Author, None] = None |
|
||||
|
|
||||
|
|
||||
class Replies(BaseModel): |
|
||||
nodes: List[CommentsNode] |
|
||||
|
|
||||
|
|
||||
class DiscussionsCommentsNode(CommentsNode): |
|
||||
replies: Replies |
|
||||
|
|
||||
|
|
||||
class Comments(BaseModel): |
|
||||
nodes: List[CommentsNode] |
|
||||
|
|
||||
|
|
||||
class DiscussionsComments(BaseModel): |
|
||||
nodes: List[DiscussionsCommentsNode] |
|
||||
|
|
||||
|
|
||||
class DiscussionsNode(BaseModel): |
|
||||
number: int |
|
||||
author: Union[Author, None] = None |
|
||||
title: str |
|
||||
createdAt: datetime |
|
||||
comments: DiscussionsComments |
|
||||
|
|
||||
|
|
||||
class DiscussionsEdge(BaseModel): |
|
||||
cursor: str |
|
||||
node: DiscussionsNode |
|
||||
|
|
||||
|
|
||||
class Discussions(BaseModel): |
|
||||
edges: List[DiscussionsEdge] |
|
||||
|
|
||||
|
|
||||
class DiscussionsRepository(BaseModel): |
|
||||
discussions: Discussions |
|
||||
|
|
||||
|
|
||||
class DiscussionsResponseData(BaseModel): |
|
||||
repository: DiscussionsRepository |
|
||||
|
|
||||
|
|
||||
class DiscussionsResponse(BaseModel): |
|
||||
data: DiscussionsResponseData |
|
||||
|
|
||||
|
|
||||
# PRs |
|
||||
|
|
||||
|
|
||||
class LabelNode(BaseModel): |
|
||||
name: str |
|
||||
|
|
||||
|
|
||||
class Labels(BaseModel): |
|
||||
nodes: List[LabelNode] |
|
||||
|
|
||||
|
|
||||
class ReviewNode(BaseModel): |
|
||||
author: Union[Author, None] = None |
|
||||
state: str |
|
||||
|
|
||||
|
|
||||
class Reviews(BaseModel): |
|
||||
nodes: List[ReviewNode] |
|
||||
|
|
||||
|
|
||||
class PullRequestNode(BaseModel): |
|
||||
number: int |
|
||||
labels: Labels |
|
||||
author: Union[Author, None] = None |
|
||||
title: str |
|
||||
createdAt: datetime |
|
||||
state: str |
|
||||
comments: Comments |
|
||||
reviews: Reviews |
|
||||
|
|
||||
|
|
||||
class PullRequestEdge(BaseModel): |
|
||||
cursor: str |
|
||||
node: PullRequestNode |
|
||||
|
|
||||
|
|
||||
class PullRequests(BaseModel): |
|
||||
edges: List[PullRequestEdge] |
|
||||
|
|
||||
|
|
||||
class PRsRepository(BaseModel): |
|
||||
pullRequests: PullRequests |
|
||||
|
|
||||
|
|
||||
class PRsResponseData(BaseModel): |
|
||||
repository: PRsRepository |
|
||||
|
|
||||
|
|
||||
class PRsResponse(BaseModel): |
|
||||
data: PRsResponseData |
|
||||
|
|
||||
|
|
||||
# Sponsors |
|
||||
|
|
||||
|
|
||||
class SponsorEntity(BaseModel): |
|
||||
login: str |
|
||||
avatarUrl: str |
|
||||
url: str |
|
||||
|
|
||||
|
|
||||
class Tier(BaseModel): |
|
||||
name: str |
|
||||
monthlyPriceInDollars: float |
|
||||
|
|
||||
|
|
||||
class SponsorshipAsMaintainerNode(BaseModel): |
|
||||
sponsorEntity: SponsorEntity |
|
||||
tier: Tier |
|
||||
|
|
||||
|
|
||||
class SponsorshipAsMaintainerEdge(BaseModel): |
|
||||
cursor: str |
|
||||
node: SponsorshipAsMaintainerNode |
|
||||
|
|
||||
|
|
||||
class SponsorshipAsMaintainer(BaseModel): |
|
||||
edges: List[SponsorshipAsMaintainerEdge] |
|
||||
|
|
||||
|
|
||||
class SponsorsUser(BaseModel): |
|
||||
sponsorshipsAsMaintainer: SponsorshipAsMaintainer |
|
||||
|
|
||||
|
|
||||
class SponsorsResponseData(BaseModel): |
|
||||
user: SponsorsUser |
|
||||
|
|
||||
|
|
||||
class SponsorsResponse(BaseModel): |
|
||||
data: SponsorsResponseData |
|
||||
|
|
||||
|
|
||||
class Settings(BaseSettings): |
|
||||
input_token: SecretStr |
|
||||
github_repository: str |
|
||||
httpx_timeout: int = 30 |
|
||||
|
|
||||
|
|
||||
def get_graphql_response( |
|
||||
*, |
|
||||
settings: Settings, |
|
||||
query: str, |
|
||||
after: Union[str, None] = None, |
|
||||
category_id: Union[str, None] = None, |
|
||||
) -> Dict[str, Any]: |
|
||||
headers = {"Authorization": f"token {settings.input_token.get_secret_value()}"} |
|
||||
# category_id is only used by one query, but GraphQL allows unused variables, so |
|
||||
# keep it here for simplicity |
|
||||
variables = {"after": after, "category_id": category_id} |
|
||||
response = httpx.post( |
|
||||
github_graphql_url, |
|
||||
headers=headers, |
|
||||
timeout=settings.httpx_timeout, |
|
||||
json={"query": query, "variables": variables, "operationName": "Q"}, |
|
||||
) |
|
||||
if response.status_code != 200: |
|
||||
logging.error( |
|
||||
f"Response was not 200, after: {after}, category_id: {category_id}" |
|
||||
) |
|
||||
logging.error(response.text) |
|
||||
raise RuntimeError(response.text) |
|
||||
data = response.json() |
|
||||
if "errors" in data: |
|
||||
logging.error(f"Errors in response, after: {after}, category_id: {category_id}") |
|
||||
logging.error(data["errors"]) |
|
||||
logging.error(response.text) |
|
||||
raise RuntimeError(response.text) |
|
||||
return data |
|
||||
|
|
||||
|
|
||||
def get_graphql_question_discussion_edges( |
|
||||
*, |
|
||||
settings: Settings, |
|
||||
after: Union[str, None] = None, |
|
||||
): |
|
||||
data = get_graphql_response( |
|
||||
settings=settings, |
|
||||
query=discussions_query, |
|
||||
after=after, |
|
||||
category_id=questions_category_id, |
|
||||
) |
|
||||
graphql_response = DiscussionsResponse.model_validate(data) |
|
||||
return graphql_response.data.repository.discussions.edges |
|
||||
|
|
||||
|
|
||||
def get_graphql_pr_edges(*, settings: Settings, after: Union[str, None] = None): |
|
||||
data = get_graphql_response(settings=settings, query=prs_query, after=after) |
|
||||
graphql_response = PRsResponse.model_validate(data) |
|
||||
return graphql_response.data.repository.pullRequests.edges |
|
||||
|
|
||||
|
|
||||
def get_graphql_sponsor_edges(*, settings: Settings, after: Union[str, None] = None): |
|
||||
data = get_graphql_response(settings=settings, query=sponsors_query, after=after) |
|
||||
graphql_response = SponsorsResponse.model_validate(data) |
|
||||
return graphql_response.data.user.sponsorshipsAsMaintainer.edges |
|
||||
|
|
||||
|
|
||||
class DiscussionExpertsResults(BaseModel): |
|
||||
commenters: Counter |
|
||||
last_month_commenters: Counter |
|
||||
three_months_commenters: Counter |
|
||||
six_months_commenters: Counter |
|
||||
one_year_commenters: Counter |
|
||||
authors: Dict[str, Author] |
|
||||
|
|
||||
|
|
||||
def get_discussion_nodes(settings: Settings) -> List[DiscussionsNode]: |
|
||||
discussion_nodes: List[DiscussionsNode] = [] |
|
||||
discussion_edges = get_graphql_question_discussion_edges(settings=settings) |
|
||||
|
|
||||
while discussion_edges: |
|
||||
for discussion_edge in discussion_edges: |
|
||||
discussion_nodes.append(discussion_edge.node) |
|
||||
last_edge = discussion_edges[-1] |
|
||||
discussion_edges = get_graphql_question_discussion_edges( |
|
||||
settings=settings, after=last_edge.cursor |
|
||||
) |
|
||||
return discussion_nodes |
|
||||
|
|
||||
|
|
||||
def get_discussions_experts( |
|
||||
discussion_nodes: List[DiscussionsNode], |
|
||||
) -> DiscussionExpertsResults: |
|
||||
commenters = Counter() |
|
||||
last_month_commenters = Counter() |
|
||||
three_months_commenters = Counter() |
|
||||
six_months_commenters = Counter() |
|
||||
one_year_commenters = Counter() |
|
||||
authors: Dict[str, Author] = {} |
|
||||
|
|
||||
now = datetime.now(tz=timezone.utc) |
|
||||
one_month_ago = now - timedelta(days=30) |
|
||||
three_months_ago = now - timedelta(days=90) |
|
||||
six_months_ago = now - timedelta(days=180) |
|
||||
one_year_ago = now - timedelta(days=365) |
|
||||
|
|
||||
for discussion in discussion_nodes: |
|
||||
discussion_author_name = None |
|
||||
if discussion.author: |
|
||||
authors[discussion.author.login] = discussion.author |
|
||||
discussion_author_name = discussion.author.login |
|
||||
discussion_commentors: dict[str, datetime] = {} |
|
||||
for comment in discussion.comments.nodes: |
|
||||
if comment.author: |
|
||||
authors[comment.author.login] = comment.author |
|
||||
if comment.author.login != discussion_author_name: |
|
||||
author_time = discussion_commentors.get( |
|
||||
comment.author.login, comment.createdAt |
|
||||
) |
|
||||
discussion_commentors[comment.author.login] = max( |
|
||||
author_time, comment.createdAt |
|
||||
) |
|
||||
for reply in comment.replies.nodes: |
|
||||
if reply.author: |
|
||||
authors[reply.author.login] = reply.author |
|
||||
if reply.author.login != discussion_author_name: |
|
||||
author_time = discussion_commentors.get( |
|
||||
reply.author.login, reply.createdAt |
|
||||
) |
|
||||
discussion_commentors[reply.author.login] = max( |
|
||||
author_time, reply.createdAt |
|
||||
) |
|
||||
for author_name, author_time in discussion_commentors.items(): |
|
||||
commenters[author_name] += 1 |
|
||||
if author_time > one_month_ago: |
|
||||
last_month_commenters[author_name] += 1 |
|
||||
if author_time > three_months_ago: |
|
||||
three_months_commenters[author_name] += 1 |
|
||||
if author_time > six_months_ago: |
|
||||
six_months_commenters[author_name] += 1 |
|
||||
if author_time > one_year_ago: |
|
||||
one_year_commenters[author_name] += 1 |
|
||||
discussion_experts_results = DiscussionExpertsResults( |
|
||||
authors=authors, |
|
||||
commenters=commenters, |
|
||||
last_month_commenters=last_month_commenters, |
|
||||
three_months_commenters=three_months_commenters, |
|
||||
six_months_commenters=six_months_commenters, |
|
||||
one_year_commenters=one_year_commenters, |
|
||||
) |
|
||||
return discussion_experts_results |
|
||||
|
|
||||
|
|
||||
def get_pr_nodes(settings: Settings) -> List[PullRequestNode]: |
|
||||
pr_nodes: List[PullRequestNode] = [] |
|
||||
pr_edges = get_graphql_pr_edges(settings=settings) |
|
||||
|
|
||||
while pr_edges: |
|
||||
for edge in pr_edges: |
|
||||
pr_nodes.append(edge.node) |
|
||||
last_edge = pr_edges[-1] |
|
||||
pr_edges = get_graphql_pr_edges(settings=settings, after=last_edge.cursor) |
|
||||
return pr_nodes |
|
||||
|
|
||||
|
|
||||
class ContributorsResults(BaseModel): |
|
||||
contributors: Counter |
|
||||
commenters: Counter |
|
||||
reviewers: Counter |
|
||||
translation_reviewers: Counter |
|
||||
authors: Dict[str, Author] |
|
||||
|
|
||||
|
|
||||
def get_contributors(pr_nodes: List[PullRequestNode]) -> ContributorsResults: |
|
||||
contributors = Counter() |
|
||||
commenters = Counter() |
|
||||
reviewers = Counter() |
|
||||
translation_reviewers = Counter() |
|
||||
authors: Dict[str, Author] = {} |
|
||||
|
|
||||
for pr in pr_nodes: |
|
||||
author_name = None |
|
||||
if pr.author: |
|
||||
authors[pr.author.login] = pr.author |
|
||||
author_name = pr.author.login |
|
||||
pr_commentors: Set[str] = set() |
|
||||
pr_reviewers: Set[str] = set() |
|
||||
for comment in pr.comments.nodes: |
|
||||
if comment.author: |
|
||||
authors[comment.author.login] = comment.author |
|
||||
if comment.author.login == author_name: |
|
||||
continue |
|
||||
pr_commentors.add(comment.author.login) |
|
||||
for author_name in pr_commentors: |
|
||||
commenters[author_name] += 1 |
|
||||
for review in pr.reviews.nodes: |
|
||||
if review.author: |
|
||||
authors[review.author.login] = review.author |
|
||||
pr_reviewers.add(review.author.login) |
|
||||
for label in pr.labels.nodes: |
|
||||
if label.name == "lang-all": |
|
||||
translation_reviewers[review.author.login] += 1 |
|
||||
break |
|
||||
for reviewer in pr_reviewers: |
|
||||
reviewers[reviewer] += 1 |
|
||||
if pr.state == "MERGED" and pr.author: |
|
||||
contributors[pr.author.login] += 1 |
|
||||
return ContributorsResults( |
|
||||
contributors=contributors, |
|
||||
commenters=commenters, |
|
||||
reviewers=reviewers, |
|
||||
translation_reviewers=translation_reviewers, |
|
||||
authors=authors, |
|
||||
) |
|
||||
|
|
||||
|
|
||||
def get_individual_sponsors(settings: Settings): |
|
||||
nodes: List[SponsorshipAsMaintainerNode] = [] |
|
||||
edges = get_graphql_sponsor_edges(settings=settings) |
|
||||
|
|
||||
while edges: |
|
||||
for edge in edges: |
|
||||
nodes.append(edge.node) |
|
||||
last_edge = edges[-1] |
|
||||
edges = get_graphql_sponsor_edges(settings=settings, after=last_edge.cursor) |
|
||||
|
|
||||
tiers: DefaultDict[float, Dict[str, SponsorEntity]] = defaultdict(dict) |
|
||||
for node in nodes: |
|
||||
tiers[node.tier.monthlyPriceInDollars][node.sponsorEntity.login] = ( |
|
||||
node.sponsorEntity |
|
||||
) |
|
||||
return tiers |
|
||||
|
|
||||
|
|
||||
def get_top_users( |
|
||||
*, |
|
||||
counter: Counter, |
|
||||
authors: Dict[str, Author], |
|
||||
skip_users: Container[str], |
|
||||
min_count: int = 2, |
|
||||
): |
|
||||
users = [] |
|
||||
for commenter, count in counter.most_common(50): |
|
||||
if commenter in skip_users: |
|
||||
continue |
|
||||
if count >= min_count: |
|
||||
author = authors[commenter] |
|
||||
users.append( |
|
||||
{ |
|
||||
"login": commenter, |
|
||||
"count": count, |
|
||||
"avatarUrl": author.avatarUrl, |
|
||||
"url": author.url, |
|
||||
} |
|
||||
) |
|
||||
return users |
|
||||
|
|
||||
|
|
||||
if __name__ == "__main__": |
|
||||
logging.basicConfig(level=logging.INFO) |
|
||||
settings = Settings() |
|
||||
logging.info(f"Using config: {settings.model_dump_json()}") |
|
||||
g = Github(settings.input_token.get_secret_value()) |
|
||||
repo = g.get_repo(settings.github_repository) |
|
||||
discussion_nodes = get_discussion_nodes(settings=settings) |
|
||||
experts_results = get_discussions_experts(discussion_nodes=discussion_nodes) |
|
||||
pr_nodes = get_pr_nodes(settings=settings) |
|
||||
contributors_results = get_contributors(pr_nodes=pr_nodes) |
|
||||
authors = {**experts_results.authors, **contributors_results.authors} |
|
||||
maintainers_logins = {"tiangolo"} |
|
||||
bot_names = {"codecov", "github-actions", "pre-commit-ci", "dependabot"} |
|
||||
maintainers = [] |
|
||||
for login in maintainers_logins: |
|
||||
user = authors[login] |
|
||||
maintainers.append( |
|
||||
{ |
|
||||
"login": login, |
|
||||
"answers": experts_results.commenters[login], |
|
||||
"prs": contributors_results.contributors[login], |
|
||||
"avatarUrl": user.avatarUrl, |
|
||||
"url": user.url, |
|
||||
} |
|
||||
) |
|
||||
|
|
||||
skip_users = maintainers_logins | bot_names |
|
||||
experts = get_top_users( |
|
||||
counter=experts_results.commenters, |
|
||||
authors=authors, |
|
||||
skip_users=skip_users, |
|
||||
) |
|
||||
last_month_experts = get_top_users( |
|
||||
counter=experts_results.last_month_commenters, |
|
||||
authors=authors, |
|
||||
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। |
@ -1,495 +1,495 @@ |
|||||
- name: full-stack-fastapi-template |
- name: full-stack-fastapi-template |
||||
html_url: https://github.com/fastapi/full-stack-fastapi-template |
html_url: https://github.com/fastapi/full-stack-fastapi-template |
||||
stars: 28796 |
stars: 34156 |
||||
owner_login: fastapi |
owner_login: fastapi |
||||
owner_html_url: https://github.com/fastapi |
owner_html_url: https://github.com/fastapi |
||||
- name: Hello-Python |
- name: Hello-Python |
||||
html_url: https://github.com/mouredev/Hello-Python |
html_url: https://github.com/mouredev/Hello-Python |
||||
stars: 27554 |
stars: 30835 |
||||
owner_login: mouredev |
owner_login: mouredev |
||||
owner_html_url: https://github.com/mouredev |
owner_html_url: https://github.com/mouredev |
||||
- name: serve |
- name: serve |
||||
html_url: https://github.com/jina-ai/serve |
html_url: https://github.com/jina-ai/serve |
||||
stars: 21225 |
stars: 21631 |
||||
owner_login: jina-ai |
owner_login: jina-ai |
||||
owner_html_url: https://github.com/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 |
- name: HivisionIDPhotos |
||||
html_url: https://github.com/Zeyi-Lin/HivisionIDPhotos |
html_url: https://github.com/Zeyi-Lin/HivisionIDPhotos |
||||
stars: 14025 |
stars: 18125 |
||||
owner_login: Zeyi-Lin |
owner_login: Zeyi-Lin |
||||
owner_html_url: https://github.com/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 |
- name: Douyin_TikTok_Download_API |
||||
html_url: https://github.com/Evil0ctal/Douyin_TikTok_Download_API |
html_url: https://github.com/Evil0ctal/Douyin_TikTok_Download_API |
||||
stars: 10001 |
stars: 13279 |
||||
owner_login: Evil0ctal |
owner_login: Evil0ctal |
||||
owner_html_url: https://github.com/Evil0ctal |
owner_html_url: https://github.com/Evil0ctal |
||||
- name: fastapi-best-practices |
- name: fastapi-best-practices |
||||
html_url: https://github.com/zhanymkanov/fastapi-best-practices |
html_url: https://github.com/zhanymkanov/fastapi-best-practices |
||||
stars: 9820 |
stars: 12334 |
||||
owner_login: zhanymkanov |
owner_login: zhanymkanov |
||||
owner_html_url: https://github.com/zhanymkanov |
owner_html_url: https://github.com/zhanymkanov |
||||
- name: awesome-fastapi |
- name: awesome-fastapi |
||||
html_url: https://github.com/mjhea0/awesome-fastapi |
html_url: https://github.com/mjhea0/awesome-fastapi |
||||
stars: 8899 |
stars: 9934 |
||||
owner_login: mjhea0 |
owner_login: mjhea0 |
||||
owner_html_url: https://github.com/mjhea0 |
owner_html_url: https://github.com/mjhea0 |
||||
- name: FastUI |
- name: FastUI |
||||
html_url: https://github.com/pydantic/FastUI |
html_url: https://github.com/pydantic/FastUI |
||||
stars: 8400 |
stars: 8838 |
||||
owner_login: pydantic |
owner_login: pydantic |
||||
owner_html_url: https://github.com/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 |
- name: nonebot2 |
||||
html_url: https://github.com/nonebot/nonebot2 |
html_url: https://github.com/nonebot/nonebot2 |
||||
stars: 6235 |
stars: 6834 |
||||
owner_login: nonebot |
owner_login: nonebot |
||||
owner_html_url: https://github.com/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 |
- name: FileCodeBox |
||||
html_url: https://github.com/vastsa/FileCodeBox |
html_url: https://github.com/vastsa/FileCodeBox |
||||
stars: 4479 |
stars: 6783 |
||||
owner_login: vastsa |
owner_login: vastsa |
||||
owner_html_url: https://github.com/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 |
- name: hatchet |
||||
html_url: https://github.com/hatchet-dev/hatchet |
html_url: https://github.com/hatchet-dev/hatchet |
||||
stars: 4413 |
stars: 5773 |
||||
owner_login: hatchet-dev |
owner_login: hatchet-dev |
||||
owner_html_url: https://github.com/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 |
- name: chatgpt-web-share |
||||
html_url: https://github.com/chatpire/chatgpt-web-share |
html_url: https://github.com/chatpire/chatgpt-web-share |
||||
stars: 4322 |
stars: 4301 |
||||
owner_login: chatpire |
owner_login: chatpire |
||||
owner_html_url: https://github.com/chatpire |
owner_html_url: https://github.com/chatpire |
||||
- name: atrilabs-engine |
- name: atrilabs-engine |
||||
html_url: https://github.com/Atri-Labs/atrilabs-engine |
html_url: https://github.com/Atri-Labs/atrilabs-engine |
||||
stars: 4115 |
stars: 4106 |
||||
owner_login: Atri-Labs |
owner_login: Atri-Labs |
||||
owner_html_url: https://github.com/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 |
- name: dynaconf |
||||
html_url: https://github.com/dynaconf/dynaconf |
html_url: https://github.com/dynaconf/dynaconf |
||||
stars: 3844 |
stars: 4045 |
||||
owner_login: dynaconf |
owner_login: dynaconf |
||||
owner_html_url: https://github.com/dynaconf |
owner_html_url: https://github.com/dynaconf |
||||
- name: poem |
- name: poem |
||||
html_url: https://github.com/poem-web/poem |
html_url: https://github.com/poem-web/poem |
||||
stars: 3698 |
stars: 4037 |
||||
owner_login: poem-web |
owner_login: poem-web |
||||
owner_html_url: https://github.com/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 |
- name: farfalle |
||||
html_url: https://github.com/rashadphz/farfalle |
html_url: https://github.com/rashadphz/farfalle |
||||
stars: 3022 |
stars: 3348 |
||||
owner_login: rashadphz |
owner_login: rashadphz |
||||
owner_html_url: https://github.com/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 |
- name: fastapi-admin |
||||
html_url: https://github.com/fastapi-admin/fastapi-admin |
html_url: https://github.com/fastapi-admin/fastapi-admin |
||||
stars: 3002 |
stars: 3309 |
||||
owner_login: fastapi-admin |
owner_login: fastapi-admin |
||||
owner_html_url: https://github.com/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 |
- name: datamodel-code-generator |
||||
html_url: https://github.com/koxudaxi/datamodel-code-generator |
html_url: https://github.com/koxudaxi/datamodel-code-generator |
||||
stars: 2845 |
stars: 3291 |
||||
owner_login: koxudaxi |
owner_login: koxudaxi |
||||
owner_html_url: https://github.com/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 |
|
||||
- name: uvicorn-gunicorn-fastapi-docker |
|
||||
html_url: https://github.com/tiangolo/uvicorn-gunicorn-fastapi-docker |
|
||||
stars: 2727 |
|
||||
owner_login: tiangolo |
|
||||
owner_html_url: https://github.com/tiangolo |
|
||||
- name: WrenAI |
|
||||
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 |
- name: logfire |
||||
html_url: https://github.com/pydantic/logfire |
html_url: https://github.com/pydantic/logfire |
||||
stars: 2495 |
stars: 3288 |
||||
owner_login: pydantic |
owner_login: pydantic |
||||
owner_html_url: https://github.com/pydantic |
owner_html_url: https://github.com/pydantic |
||||
- name: huma |
- name: huma |
||||
html_url: https://github.com/danielgtaylor/huma |
html_url: https://github.com/danielgtaylor/huma |
||||
stars: 2479 |
stars: 3201 |
||||
owner_login: danielgtaylor |
owner_login: danielgtaylor |
||||
owner_html_url: https://github.com/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 |
||||
|
- name: docarray |
||||
|
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 |
||||
- name: tracecat |
- name: tracecat |
||||
html_url: https://github.com/TracecatHQ/tracecat |
html_url: https://github.com/TracecatHQ/tracecat |
||||
stars: 2446 |
stars: 2888 |
||||
owner_login: TracecatHQ |
owner_login: TracecatHQ |
||||
owner_html_url: https://github.com/TracecatHQ |
owner_html_url: https://github.com/TracecatHQ |
||||
- name: RasaGPT |
- name: uvicorn-gunicorn-fastapi-docker |
||||
html_url: https://github.com/paulpierre/RasaGPT |
html_url: https://github.com/tiangolo/uvicorn-gunicorn-fastapi-docker |
||||
stars: 2378 |
stars: 2775 |
||||
owner_login: paulpierre |
owner_login: tiangolo |
||||
owner_html_url: https://github.com/paulpierre |
owner_html_url: https://github.com/tiangolo |
||||
- name: best-of-web-python |
- name: best-of-web-python |
||||
html_url: https://github.com/ml-tooling/best-of-web-python |
html_url: https://github.com/ml-tooling/best-of-web-python |
||||
stars: 2374 |
stars: 2537 |
||||
owner_login: ml-tooling |
owner_login: ml-tooling |
||||
owner_html_url: https://github.com/ml-tooling |
owner_html_url: https://github.com/ml-tooling |
||||
|
- name: RasaGPT |
||||
|
html_url: https://github.com/paulpierre/RasaGPT |
||||
|
stars: 2427 |
||||
|
owner_login: paulpierre |
||||
|
owner_html_url: https://github.com/paulpierre |
||||
- name: fastapi-react |
- name: fastapi-react |
||||
html_url: https://github.com/Buuntu/fastapi-react |
html_url: https://github.com/Buuntu/fastapi-react |
||||
stars: 2274 |
stars: 2397 |
||||
owner_login: Buuntu |
owner_login: Buuntu |
||||
owner_html_url: https://github.com/Buuntu |
owner_html_url: https://github.com/Buuntu |
||||
|
- name: FastAPI-template |
||||
|
html_url: https://github.com/s3rius/FastAPI-template |
||||
|
stars: 2334 |
||||
|
owner_login: s3rius |
||||
|
owner_html_url: https://github.com/s3rius |
||||
- name: nextpy |
- name: nextpy |
||||
html_url: https://github.com/dot-agent/nextpy |
html_url: https://github.com/dot-agent/nextpy |
||||
stars: 2244 |
stars: 2295 |
||||
owner_login: dot-agent |
owner_login: dot-agent |
||||
owner_html_url: https://github.com/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 |
- name: 30-Days-of-Python |
||||
html_url: https://github.com/codingforentrepreneurs/30-Days-of-Python |
html_url: https://github.com/codingforentrepreneurs/30-Days-of-Python |
||||
stars: 2154 |
stars: 2181 |
||||
owner_login: codingforentrepreneurs |
owner_login: codingforentrepreneurs |
||||
owner_html_url: https://github.com/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 |
- name: langserve |
||||
html_url: https://github.com/langchain-ai/langserve |
html_url: https://github.com/langchain-ai/langserve |
||||
stars: 1980 |
stars: 2119 |
||||
owner_login: langchain-ai |
owner_login: langchain-ai |
||||
owner_html_url: https://github.com/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 |
- name: fastapi-utils |
||||
html_url: https://github.com/fastapiutils/fastapi-utils |
html_url: https://github.com/fastapiutils/fastapi-utils |
||||
stars: 1970 |
stars: 2100 |
||||
owner_login: fastapiutils |
owner_login: fastapiutils |
||||
owner_html_url: https://github.com/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 |
- name: supabase-py |
||||
html_url: https://github.com/supabase/supabase-py |
html_url: https://github.com/supabase/supabase-py |
||||
stars: 1803 |
stars: 2084 |
||||
owner_login: supabase |
owner_login: supabase |
||||
owner_html_url: https://github.com/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 |
- name: mangum |
||||
html_url: https://github.com/Kludex/mangum |
html_url: https://github.com/Kludex/mangum |
||||
stars: 1760 |
stars: 1923 |
||||
owner_login: Kludex |
owner_login: Kludex |
||||
owner_html_url: https://github.com/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 |
- name: manage-fastapi |
||||
html_url: https://github.com/ycd/manage-fastapi |
html_url: https://github.com/ycd/manage-fastapi |
||||
stars: 1704 |
stars: 1756 |
||||
owner_login: ycd |
owner_login: ycd |
||||
owner_html_url: https://github.com/ycd |
owner_html_url: https://github.com/ycd |
||||
- name: ormar |
- name: ormar |
||||
html_url: https://github.com/collerek/ormar |
html_url: https://github.com/collerek/ormar |
||||
stars: 1688 |
stars: 1755 |
||||
owner_login: collerek |
owner_login: collerek |
||||
owner_html_url: https://github.com/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 |
- name: langchain-serve |
||||
html_url: https://github.com/jina-ai/langchain-serve |
html_url: https://github.com/jina-ai/langchain-serve |
||||
stars: 1615 |
stars: 1631 |
||||
owner_login: jina-ai |
owner_login: jina-ai |
||||
owner_html_url: https://github.com/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 |
- name: termpair |
||||
html_url: https://github.com/cs01/termpair |
html_url: https://github.com/cs01/termpair |
||||
stars: 1613 |
stars: 1616 |
||||
owner_login: cs01 |
owner_login: cs01 |
||||
owner_html_url: https://github.com/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 |
- name: coronavirus-tracker-api |
||||
html_url: https://github.com/ExpDev07/coronavirus-tracker-api |
html_url: https://github.com/ExpDev07/coronavirus-tracker-api |
||||
stars: 1591 |
stars: 1580 |
||||
owner_login: ExpDev07 |
owner_login: ExpDev07 |
||||
owner_html_url: https://github.com/ExpDev07 |
owner_html_url: https://github.com/ExpDev07 |
||||
- name: piccolo |
- name: slowapi |
||||
html_url: https://github.com/piccolo-orm/piccolo |
html_url: https://github.com/laurentS/slowapi |
||||
stars: 1477 |
stars: 1533 |
||||
owner_login: piccolo-orm |
owner_login: laurentS |
||||
owner_html_url: https://github.com/piccolo-orm |
owner_html_url: https://github.com/laurentS |
||||
- name: fastapi-crudrouter |
- name: fastapi-crudrouter |
||||
html_url: https://github.com/awtkns/fastapi-crudrouter |
html_url: https://github.com/awtkns/fastapi-crudrouter |
||||
stars: 1435 |
stars: 1518 |
||||
owner_login: awtkns |
owner_login: awtkns |
||||
owner_html_url: https://github.com/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 |
- name: awesome-fastapi-projects |
||||
html_url: https://github.com/Kludex/awesome-fastapi-projects |
html_url: https://github.com/Kludex/awesome-fastapi-projects |
||||
stars: 1386 |
stars: 1461 |
||||
owner_login: Kludex |
owner_login: Kludex |
||||
owner_html_url: https://github.com/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 |
- name: awesome-python-resources |
||||
html_url: https://github.com/DjangoEx/awesome-python-resources |
html_url: https://github.com/DjangoEx/awesome-python-resources |
||||
stars: 1371 |
stars: 1393 |
||||
owner_login: DjangoEx |
owner_login: DjangoEx |
||||
owner_html_url: https://github.com/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 |
- name: fastapi-pagination |
||||
html_url: https://github.com/uriyyo/fastapi-pagination |
html_url: https://github.com/uriyyo/fastapi-pagination |
||||
stars: 1240 |
stars: 1378 |
||||
owner_login: uriyyo |
owner_login: uriyyo |
||||
owner_html_url: https://github.com/uriyyo |
owner_html_url: https://github.com/uriyyo |
||||
- name: fastapi-boilerplate |
- name: fastapi-boilerplate |
||||
html_url: https://github.com/teamhide/fastapi-boilerplate |
html_url: https://github.com/teamhide/fastapi-boilerplate |
||||
stars: 1173 |
stars: 1348 |
||||
owner_login: teamhide |
owner_login: teamhide |
||||
owner_html_url: https://github.com/teamhide |
owner_html_url: https://github.com/teamhide |
||||
- name: fastapi-tutorial |
- name: budgetml |
||||
html_url: https://github.com/liaogx/fastapi-tutorial |
html_url: https://github.com/ebhy/budgetml |
||||
stars: 1162 |
stars: 1344 |
||||
owner_login: liaogx |
owner_login: ebhy |
||||
owner_html_url: https://github.com/liaogx |
owner_html_url: https://github.com/ebhy |
||||
- name: fastapi-amis-admin |
- name: fastapi-amis-admin |
||||
html_url: https://github.com/amisadmin/fastapi-amis-admin |
html_url: https://github.com/amisadmin/fastapi-amis-admin |
||||
stars: 1118 |
stars: 1284 |
||||
owner_login: amisadmin |
owner_login: amisadmin |
||||
owner_html_url: https://github.com/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 |
- name: fastapi-code-generator |
||||
html_url: https://github.com/koxudaxi/fastapi-code-generator |
html_url: https://github.com/koxudaxi/fastapi-code-generator |
||||
stars: 1095 |
stars: 1216 |
||||
owner_login: koxudaxi |
owner_login: koxudaxi |
||||
owner_html_url: https://github.com/koxudaxi |
owner_html_url: https://github.com/koxudaxi |
||||
- name: bolt-python |
- name: bolt-python |
||||
html_url: https://github.com/slackapi/bolt-python |
html_url: https://github.com/slackapi/bolt-python |
||||
stars: 1086 |
stars: 1190 |
||||
owner_login: slackapi |
owner_login: slackapi |
||||
owner_html_url: https://github.com/slackapi |
owner_html_url: https://github.com/slackapi |
||||
- name: odmantic |
- name: fastcrud |
||||
html_url: https://github.com/art049/odmantic |
html_url: https://github.com/benavlabs/fastcrud |
||||
stars: 1085 |
stars: 1169 |
||||
owner_login: art049 |
owner_login: benavlabs |
||||
owner_html_url: https://github.com/art049 |
owner_html_url: https://github.com/benavlabs |
||||
- name: langchain-extract |
- name: prometheus-fastapi-instrumentator |
||||
html_url: https://github.com/langchain-ai/langchain-extract |
html_url: https://github.com/trallnag/prometheus-fastapi-instrumentator |
||||
stars: 1068 |
stars: 1167 |
||||
owner_login: langchain-ai |
owner_login: trallnag |
||||
owner_html_url: https://github.com/langchain-ai |
owner_html_url: https://github.com/trallnag |
||||
- name: fastapi_production_template |
- name: fastapi_production_template |
||||
html_url: https://github.com/zhanymkanov/fastapi_production_template |
html_url: https://github.com/zhanymkanov/fastapi_production_template |
||||
stars: 1059 |
stars: 1165 |
||||
owner_login: zhanymkanov |
owner_login: zhanymkanov |
||||
owner_html_url: https://github.com/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 |
||||
|
- name: langchain-extract |
||||
|
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 |
||||
- name: fastapi-alembic-sqlmodel-async |
- name: fastapi-alembic-sqlmodel-async |
||||
html_url: https://github.com/jonra1993/fastapi-alembic-sqlmodel-async |
html_url: https://github.com/jonra1993/fastapi-alembic-sqlmodel-async |
||||
stars: 1031 |
stars: 1116 |
||||
owner_login: jonra1993 |
owner_login: jonra1993 |
||||
owner_html_url: https://github.com/jonra1993 |
owner_html_url: https://github.com/jonra1993 |
||||
- name: prometheus-fastapi-instrumentator |
- name: FastAPI-boilerplate |
||||
html_url: https://github.com/trallnag/prometheus-fastapi-instrumentator |
html_url: https://github.com/benavlabs/FastAPI-boilerplate |
||||
stars: 1013 |
stars: 1070 |
||||
owner_login: trallnag |
owner_login: benavlabs |
||||
owner_html_url: https://github.com/trallnag |
owner_html_url: https://github.com/benavlabs |
||||
|
- name: restish |
||||
|
html_url: https://github.com/rest-sh/restish |
||||
|
stars: 1069 |
||||
|
owner_login: rest-sh |
||||
|
owner_html_url: https://github.com/rest-sh |
||||
- name: runhouse |
- name: runhouse |
||||
html_url: https://github.com/run-house/runhouse |
html_url: https://github.com/run-house/runhouse |
||||
stars: 988 |
stars: 1037 |
||||
owner_login: run-house |
owner_login: run-house |
||||
owner_html_url: https://github.com/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 |
- name: autollm |
||||
html_url: https://github.com/viddexa/autollm |
html_url: https://github.com/viddexa/autollm |
||||
stars: 981 |
stars: 994 |
||||
owner_login: viddexa |
owner_login: viddexa |
||||
owner_html_url: https://github.com/viddexa |
owner_html_url: https://github.com/viddexa |
||||
- name: bedrock-claude-chat |
- name: lanarky |
||||
html_url: https://github.com/aws-samples/bedrock-claude-chat |
html_url: https://github.com/ajndkr/lanarky |
||||
stars: 977 |
stars: 992 |
||||
owner_login: aws-samples |
owner_login: ajndkr |
||||
owner_html_url: https://github.com/aws-samples |
owner_html_url: https://github.com/ajndkr |
||||
- name: SurfSense |
- name: authx |
||||
html_url: https://github.com/MODSetter/SurfSense |
html_url: https://github.com/yezz123/authx |
||||
stars: 971 |
stars: 953 |
||||
owner_login: MODSetter |
owner_login: yezz123 |
||||
owner_html_url: https://github.com/MODSetter |
owner_html_url: https://github.com/yezz123 |
||||
- name: restish |
|
||||
html_url: https://github.com/danielgtaylor/restish |
|
||||
stars: 954 |
|
||||
owner_login: danielgtaylor |
|
||||
owner_html_url: https://github.com/danielgtaylor |
|
||||
- name: secure |
- name: secure |
||||
html_url: https://github.com/TypeError/secure |
html_url: https://github.com/TypeError/secure |
||||
stars: 911 |
stars: 941 |
||||
owner_login: TypeError |
owner_login: TypeError |
||||
owner_html_url: https://github.com/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 |
- name: energy-forecasting |
||||
html_url: https://github.com/iusztinpaul/energy-forecasting |
html_url: https://github.com/iusztinpaul/energy-forecasting |
||||
stars: 884 |
stars: 928 |
||||
owner_login: iusztinpaul |
owner_login: iusztinpaul |
||||
owner_html_url: https://github.com/iusztinpaul |
owner_html_url: https://github.com/iusztinpaul |
||||
- name: vue-fastapi-admin |
- name: langcorn |
||||
html_url: https://github.com/mizhexiaoxiao/vue-fastapi-admin |
html_url: https://github.com/msoedov/langcorn |
||||
stars: 863 |
stars: 927 |
||||
owner_login: mizhexiaoxiao |
owner_login: msoedov |
||||
owner_html_url: https://github.com/mizhexiaoxiao |
owner_html_url: https://github.com/msoedov |
||||
- name: authx |
|
||||
html_url: https://github.com/yezz123/authx |
|
||||
stars: 850 |
|
||||
owner_login: yezz123 |
|
||||
owner_html_url: https://github.com/yezz123 |
|
||||
- name: titiler |
- name: titiler |
||||
html_url: https://github.com/developmentseed/titiler |
html_url: https://github.com/developmentseed/titiler |
||||
stars: 809 |
stars: 901 |
||||
owner_login: developmentseed |
owner_login: developmentseed |
||||
owner_html_url: https://github.com/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 |
||||
- name: marker-api |
- name: marker-api |
||||
html_url: https://github.com/adithya-s-k/marker-api |
html_url: https://github.com/adithya-s-k/marker-api |
||||
stars: 792 |
stars: 875 |
||||
owner_login: adithya-s-k |
owner_login: adithya-s-k |
||||
owner_html_url: https://github.com/adithya-s-k |
owner_html_url: https://github.com/adithya-s-k |
||||
- name: fastapi_best_architecture |
- name: httpdbg |
||||
html_url: https://github.com/fastapi-practices/fastapi_best_architecture |
html_url: https://github.com/cle-b/httpdbg |
||||
stars: 742 |
stars: 870 |
||||
owner_login: fastapi-practices |
owner_login: cle-b |
||||
owner_html_url: https://github.com/fastapi-practices |
owner_html_url: https://github.com/cle-b |
||||
- name: fastapi-mail |
|
||||
html_url: https://github.com/sabuhish/fastapi-mail |
|
||||
stars: 728 |
|
||||
owner_login: sabuhish |
|
||||
owner_html_url: https://github.com/sabuhish |
|
||||
- name: fastcrud |
|
||||
html_url: https://github.com/igorbenav/fastcrud |
|
||||
stars: 727 |
|
||||
owner_login: igorbenav |
|
||||
owner_html_url: https://github.com/igorbenav |
|
||||
- name: annotated-py-projects |
|
||||
html_url: https://github.com/hhstore/annotated-py-projects |
|
||||
stars: 722 |
|
||||
owner_login: hhstore |
|
||||
owner_html_url: https://github.com/hhstore |
|
||||
- name: FastAPI-boilerplate |
|
||||
html_url: https://github.com/igorbenav/FastAPI-boilerplate |
|
||||
stars: 716 |
|
||||
owner_login: igorbenav |
|
||||
owner_html_url: https://github.com/igorbenav |
|
||||
- name: lccn_predictor |
|
||||
html_url: https://github.com/baoliay2008/lccn_predictor |
|
||||
stars: 707 |
|
||||
owner_login: baoliay2008 |
|
||||
owner_html_url: https://github.com/baoliay2008 |
|
||||
- name: chatGPT-web |
|
||||
html_url: https://github.com/mic1on/chatGPT-web |
|
||||
stars: 706 |
|
||||
owner_login: mic1on |
|
||||
owner_html_url: https://github.com/mic1on |
|
||||
- name: fastapi-do-zero |
- name: fastapi-do-zero |
||||
html_url: https://github.com/dunossauro/fastapi-do-zero |
html_url: https://github.com/dunossauro/fastapi-do-zero |
||||
stars: 702 |
stars: 855 |
||||
owner_login: dunossauro |
owner_login: dunossauro |
||||
owner_html_url: https://github.com/dunossauro |
owner_html_url: https://github.com/dunossauro |
||||
- name: linbing |
- name: ludic |
||||
html_url: https://github.com/taomujian/linbing |
html_url: https://github.com/getludic/ludic |
||||
stars: 699 |
stars: 849 |
||||
owner_login: taomujian |
owner_login: getludic |
||||
owner_html_url: https://github.com/taomujian |
owner_html_url: https://github.com/getludic |
||||
- name: fastapi-observability |
- name: fastapi-observability |
||||
html_url: https://github.com/blueswen/fastapi-observability |
html_url: https://github.com/blueswen/fastapi-observability |
||||
stars: 698 |
stars: 837 |
||||
owner_login: blueswen |
owner_login: blueswen |
||||
owner_html_url: https://github.com/blueswen |
owner_html_url: https://github.com/blueswen |
||||
- name: FastAPI-Backend-Template |
- name: fastapi-scaf |
||||
html_url: https://github.com/Aeternalis-Ingenium/FastAPI-Backend-Template |
html_url: https://github.com/atpuxiner/fastapi-scaf |
||||
stars: 682 |
stars: 821 |
||||
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<mxCell id="51" value="<font face="Roboto" data-font-src="https://fonts.googleapis.com/css?family=Roboto"><span style="font-size: 24px">someapp.example.com</span><br></font>" style="rounded=0;whiteSpace=wrap;html=1;strokeColor=#000000;strokeWidth=3;" parent="1" vertex="1"> |
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