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import datetime | |
import os | |
import shutil | |
import gradio as gr | |
import requests | |
from utils import build_issue_dict | |
from utils import build_embeddings | |
from utils.defaults import OWNER, REPO | |
from utils.fetch import get_issues | |
from utils.find_similar_issues import get_similar_issues | |
from utils.update_stored_issues import update_issues | |
def get_query_issue_information(issue_no, token): | |
headers = { | |
"Accept": "application/vnd.github+json", | |
"Authorization": f"{token}", | |
"X-GitHub-Api-Version": "2022-11-28", | |
"User-Agent": "amyeroberts", | |
} | |
request = requests.get( | |
f"https://api.github.com/repos/{OWNER}/{REPO}/issues/{issue_no}", | |
headers=headers, | |
) | |
if request.status_code != 200: | |
raise ValueError(f"Request failed with status code {request.status_code} and message {request.text}") | |
return request.json() | |
def run_find_similar_issues(token, n_issues, issue_no, query, issue_types): | |
if issue_no == "": | |
issue_no = None | |
if query == "": | |
query = None | |
if len(issue_types) == 0: | |
raise ValueError("At least one issue type must be selected") | |
similar_issues = [] | |
similar_pulls = [] | |
if "Issue" in issue_types: | |
similar_issues = get_similar_issues(issue_no=issue_no, query=query, token=token, top_k=n_issues, issue_type="issue") | |
if "Pull Request" in issue_types: | |
similar_pulls = get_similar_issues(issue_no=issue_no, query=query, token=token, top_k=n_issues, issue_type="pull") | |
issues_html = [f"<a href='{issue['html_url']}' target='_blank'>#{issue['number']} - {issue['title']}</a>" for issue in similar_issues] | |
issues_html = "<br>".join(issues_html) | |
pulls_html = [f"<a href='{issue['html_url']}' target='_blank'>#{issue['number']} - {issue['title']}</a>" for issue in similar_pulls] | |
pulls_html = "<br>".join(pulls_html) | |
final = "" | |
if len(issues_html) > 0: | |
final += f"<h2>Issues</h2>{issues_html}" | |
if len(pulls_html) > 0: | |
final += f"<h2>Pull Requests</h2>{pulls_html}" | |
# return issues_html | |
return final | |
def update(token): | |
# Archive the stored issues | |
if os.path.exists("issues.json"): | |
date_time = datetime.datetime.now().strftime("%Y-%m-%d_%H-%M-%S") | |
shutil.copy("issues.json", f"{date_time}_issues.json") | |
# Retrieve new issues | |
get_issues(overwrite=False, update=True, output_filename="issues.json", token=token) | |
# Update any issues that have been updated since the last update | |
update_issues(token=token) | |
# Update the dictionary of issues | |
build_issue_dict.build_json_file("issues.json", "issues_dict.json") | |
# Update the embeddings | |
build_embeddings.embed_issues( | |
input_filename="issues_dict.json", | |
issue_type="issue", | |
model_id="all-mpnet-base-v2", | |
update=True | |
) | |
build_embeddings.embed_issues( | |
input_filename="issues_dict.json", | |
issue_type="pull", | |
model_id="all-mpnet-base-v2", | |
update=True | |
) | |
with gr.Blocks(title="Github Bot") as demo: | |
with gr.Tab("Find similar issues"): | |
with gr.Row(): | |
gr.Markdown("## Query settings") | |
with gr.Row(): | |
gr.Markdown("Configure the settings for the query. You can either search for similar issues to a given issue or search for issues based on a query.") | |
with gr.Row(): | |
with gr.Column(): | |
gr.Markdown("Find similar issues to a given issue or query") | |
issue_no = gr.Textbox(label="Github Issue", placeholder="Github issue you want to find similar issues to") | |
query = gr.Textbox(label="Query", placeholder="Search for issues") | |
with gr.Column(): | |
token = gr.Textbox(label="Github Token", placeholder="Your github token for authentication. This is not stored anywhere.") | |
n_issues = gr.Slider(1, 50, value=5, step=1, label="Number of similar issues", info="Choose between 1 and 50") | |
issue_types = gr.CheckboxGroup(["Issue", "Pull Request"], label="Issue types") | |
with gr.Row(): | |
submit_button = gr.Button(value="Submit") | |
with gr.Row(): | |
with gr.Row(): | |
issues_html = gr.HTML(label="Issue text", elem_id="issue_html") | |
submit_button.click(run_find_similar_issues, outputs=[issues_html], inputs=[token, n_issues, issue_no, query, issue_types]) | |
with gr.Row(): | |
with gr.Column(): | |
gr.Markdown("Press `Update Button` to update the stored issues. This will take a few minutes.") | |
update_button = gr.Button(value="Update issues") | |
update_button.click(update, outputs=[], inputs=[token], trigger_mode="once") | |
with gr.Column(): | |
pass | |
with gr.Tab("Find maintainers to ping"): | |
gr.Markdown("Find maintainers to ping for a given issue or pull request - DO NOT CURRENTLY HAVE FUNCTIONALITY") | |
with gr.Row(): | |
issue = gr.Textbox(label="Github Issue / PR", placeholder="Issue or PR you want to find maintainers to ping for") | |
with gr.Row(): | |
token = gr.Textbox(label="Github Token", placeholder="Your github token for authentication. This is not stored anywhere.") | |
if __name__ == "__main__": | |
demo.launch() | |