import subprocess from typing import Dict, List, Any import os import json import logging import sys import tempfile import time from pathlib import Path import re import shutil import stat import subprocess import uuid from contextlib import contextmanager import requests logging.basicConfig(format="%(asctime)s - %(message)s", level=logging.INFO) # Git clone command git_clone_command = "git clone https://github.com/OpenPecha/tibetan-aligner" # Run the command using subprocess try: subprocess.run(git_clone_command, shell=True, check=True) print("Git clone successful!") except subprocess.CalledProcessError as e: print(f"Error while running Git clone command: {e}") ALIGNER_SCRIPT_DIR = Path("./tibetan-aligner").resolve() ALIGNER_SCRIPT_NAME = "align_tib_en.sh" ALIGNER_SCRIPT_PATH = ALIGNER_SCRIPT_DIR / ALIGNER_SCRIPT_NAME assert ALIGNER_SCRIPT_PATH.is_file() import requests GITHUB_USERNAME = "pechawa" GITHUB_ACCESS_TOKEN = "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" GITHUB_TOKEN = "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" GITHUB_EMAIL = "openpecha-bot@openpecha.org" GITHUB_ORG = "MonlamAI" MAI_TM_PUBLISH_TODO_REPO = "MonlamAI_TMs_Publish_TODO" GITHUB_API_ENDPOINT = f"https://api.github.com/orgs/{GITHUB_ORG}/repos" DEBUG = False quiet = "-q" if DEBUG else "" def make_dir_executable(dir_path: Path): for fn in dir_path.iterdir(): st = os.stat(fn) os.chmod(fn, st.st_mode | stat.S_IEXEC) st = os.stat(fn) os.chmod(fn, st.st_mode | stat.S_IXGRP) st = os.stat(fn) os.chmod(fn, st.st_mode | stat.S_IXOTH) make_dir_executable(ALIGNER_SCRIPT_DIR) def create_github_repo(repo_path: Path, repo_name: str): logging.info("[INFO] Creating GitHub repo...") # configure git users subprocess.run(f"git config --global user.name {GITHUB_USERNAME}".split()) subprocess.run(f"git config --global user.email {GITHUB_EMAIL}".split()) # Initialize a Git repository subprocess.run(f"git init {quiet}".split(), cwd=str(repo_path)) # Commit the changes subprocess.run("git add . ".split(), cwd=str(repo_path)) subprocess.run( f"git commit {quiet} -m".split() + ["Initial commit"], cwd=str(repo_path) ) # Create a new repository on GitHub response = requests.post( GITHUB_API_ENDPOINT, json={ "name": repo_name, "private": True, }, auth=(GITHUB_USERNAME, GITHUB_ACCESS_TOKEN), ) response.raise_for_status() time.sleep(3) # Add the GitHub remote to the local Git repository and push the changes remote_url = f"https://{GITHUB_ORG}:{GITHUB_ACCESS_TOKEN}@github.com/{GITHUB_ORG}/{repo_name}.git" subprocess.run( f"git remote add origin {remote_url}", cwd=str(repo_path), shell=True ) # rename default branch to main subprocess.run("git branch -M main".split(), cwd=str(repo_path)) subprocess.run(f"git push {quiet} -u origin main".split(), cwd=str(repo_path)) return response.json()["html_url"] def convert_raw_align_to_tm(align_fn: Path, tm_path: Path): if DEBUG: logging.debug("[INFO] Conerting raw alignment to TM repo...") def load_alignment(fn: Path): content = fn.read_text() print("Content !!! \n\n"+content) if not content: return [] for seg_pair in content.splitlines(): if not seg_pair: continue if "\t" in seg_pair: try: bo_seg, en_seg = seg_pair.split("\t", 1) except Exception as e: logging.error(f"{e} in {fn}") raise else: bo_seg = seg_pair en_seg = "\n" yield bo_seg, en_seg text_bo_fn = tm_path / f"{tm_path.name}-bo.txt" text_en_fn = tm_path / f"{tm_path.name}-en.txt" with open(text_bo_fn, "w", encoding="utf-8") as bo_file, open( text_en_fn, "w", encoding="utf-8" ) as en_file: for bo_seg, en_seg in load_alignment(align_fn): bo_file.write(bo_seg + "\n") en_file.write(en_seg + "\n") return tm_path def get_github_dev_url(raw_github_url: str) -> str: base_url = "https://github.dev" _, file_path = raw_github_url.split(".com") blob_file_path = file_path.replace("main", "blob/main") return base_url + blob_file_path def add_input_in_readme(input_dict: Dict[str, str], path: Path) -> Path: input_readme_fn = path / "README.md" text_id = input_dict["text_id"] bo_file_url = get_github_dev_url(input_dict["bo_file_url"]) en_file_url = get_github_dev_url(input_dict["en_file_url"]) input_string = "## Input\n- [BO{}]({})\n- [EN{}]({})".format( text_id, bo_file_url, text_id, en_file_url ) input_readme_fn.write_text(input_string) return path def add_to_publish_todo_repo(org, repo_name, file_path, access_token): base_url = f"https://api.github.com/repos/{org}/{repo_name}/contents/" headers = { "Authorization": f"Bearer {access_token}", "Accept": "application/vnd.github.v3+json", } url = base_url + file_path response = requests.get(url, headers=headers) if response.status_code == 200: print(f"[INFO] '{file_path}' already added.") return payload = {"message": f"Add {file_path}", "content": ""} response = requests.put(url, headers=headers, json=payload) if response.status_code == 201: print(f"[INFO] '{file_path}' added to publish todo") else: print(f"[ERROR] Failed to add '{file_path}'.") print(f"[ERROR] Response: {response.text}") def create_tm(align_fn: Path, text_pair: Dict[str, str]): align_fn = Path(align_fn) text_id = text_pair["text_id"] with tempfile.TemporaryDirectory() as tmp_dir: output_dir = Path(tmp_dir) repo_name = f"TM{text_id}" tm_path = output_dir / repo_name tm_path.mkdir(exist_ok=True, parents=True) repo_path = convert_raw_align_to_tm(align_fn, tm_path) repo_path = add_input_in_readme(text_pair, tm_path) repo_url = create_github_repo(repo_path, repo_name) logging.info(f"TM repo created: {repo_url}") add_to_publish_todo_repo(GITHUB_ORG, MAI_TM_PUBLISH_TODO_REPO, repo_name, GITHUB_ACCESS_TOKEN) return repo_url ##----------------------- MAIN -----------------------## @contextmanager def TemporaryDirectory(): tmpdir = Path("./output").resolve() / uuid.uuid4().hex[:8] tmpdir.mkdir(exist_ok=True, parents=True) try: yield tmpdir finally: shutil.rmtree(str(tmpdir)) def download_file(s3_public_url: str, output_fn) -> Path: """Download file from a public S3 bucket URL.""" with requests.get(s3_public_url, stream=True) as r: r.raise_for_status() with open(output_fn, "wb") as f: for chunk in r.iter_content(chunk_size=8192): f.write(chunk) return output_fn def _run_align_script(bo_fn, en_fn, output_dir): start = time.time() cmd = [str(ALIGNER_SCRIPT_PATH), str(bo_fn), str(en_fn), str(output_dir)] output = subprocess.run( cmd, check=True, capture_output=True, text=True, cwd=str(ALIGNER_SCRIPT_DIR), ) output_fn = re.search(r"\[OUTPUT\] (.*)", output.stdout).group(1) output_fn = "/" + output_fn.split("//")[-1] end = time.time() total_time = round((end - start) / 60, 2) logging.info(f"Total time taken for Aligning: {total_time} mins") return output_fn def align(text_pair): logging.info(f"Running aligner for TM{text_pair['text_id']}...") with TemporaryDirectory() as tmpdir: output_dir = Path(tmpdir) bo_fn = download_file(text_pair["bo_file_url"], output_fn=output_dir / "bo.tx") en_fn = download_file(text_pair["en_file_url"], output_fn=output_dir / "en.tx") print("bo_fn: ", bo_fn) print("en_fn: ", en_fn) aligned_fn = _run_align_script(bo_fn, en_fn, output_dir) print("aligned_fn: ", aligned_fn) repo_url = create_tm(aligned_fn, text_pair=text_pair) return {"tm_repo_url": repo_url} class EndpointHandler(): def __init__(self, path=""): self.path = path def __call__(self, data: Any) -> List[List[Dict[str, float]]]: """ Args: data (:obj:): includes the input data and the parameters for the inference. Return: A :obj:`list`:. The list contains the embeddings of the inference inputs """ return align(data)