#!/usr/bin/env python3

# PEP 723 metadata
# /// script
# requires-python = ">=3.10"
# dependencies = [
#   "nltk",
#   "huggingface-hub"
# ]
# ///

# This script downloads every artifact that the `infiniflow/ragflow_deps`
# Docker image bakes in. Run it from anywhere — the `__main__` block
# chdir's into this file's own directory, so all outputs land under
# `ragflow_deps/` regardless of the caller's CWD.
#
# Build-context relationship: `ragflow_deps/Dockerfile` is built with
# `ragflow_deps/` as its build context, so the files written here MUST
# sit at the top of `ragflow_deps/`. The Dockerfile's COPY lines assume
# top-level paths (`huggingface.co`, `nltk_data`, `cl100k_base.tiktoken`,
# `*.deb`, `*.jar`, `*.tar.gz`, `stagehand-server-v3-linux-<arch>`).
#
# Typical workflow:
#
#   uv run ragflow_deps/download_deps.py            # download
#   cd ragflow_deps
#   docker build -f Dockerfile -t infiniflow/ragflow_deps .
#
# The main `Dockerfile` (built from the project root) pulls this image
# via `--mount=type=bind,from=infiniflow/ragflow_deps:latest,...` and
# is unaffected by where these files live locally.

import argparse
import os
import urllib.request
from typing import Union

import nltk
from huggingface_hub import snapshot_download


def get_urls(use_china_mirrors=False) -> list[Union[str, list[str]]]:
    if use_china_mirrors:
        return [
            "http://mirrors.tuna.tsinghua.edu.cn/ubuntu/pool/main/o/openssl/libssl1.1_1.1.1f-1ubuntu2_amd64.deb",
            "http://mirrors.tuna.tsinghua.edu.cn/ubuntu-ports/pool/main/o/openssl/libssl1.1_1.1.1f-1ubuntu2_arm64.deb",
            "https://repo.huaweicloud.com/repository/maven/org/apache/tika/tika-server-standard/3.3.0/tika-server-standard-3.3.0.jar",
            "https://repo.huaweicloud.com/repository/maven/org/apache/tika/tika-server-standard/3.3.0/tika-server-standard-3.3.0.jar.md5",
            "https://openaipublic.blob.core.windows.net/encodings/cl100k_base.tiktoken",
            ["https://registry.npmmirror.com/-/binary/chrome-for-testing/121.0.6167.85/linux64/chrome-linux64.zip", "chrome-linux64-121-0-6167-85"],
            ["https://registry.npmmirror.com/-/binary/chrome-for-testing/121.0.6167.85/linux64/chromedriver-linux64.zip", "chromedriver-linux64-121-0-6167-85"],
            "https://github.com/astral-sh/uv/releases/download/0.9.16/uv-x86_64-unknown-linux-gnu.tar.gz",
            "https://github.com/astral-sh/uv/releases/download/0.9.16/uv-aarch64-unknown-linux-gnu.tar.gz",
            # stagehand-server-v3 Node.js SEA binaries (used by Browser
            # component in local mode).
            #
            # The stagehand-go Go module (pinned in go.mod) and the
            # stagehand-server binary (this release) are LOOSELY
            # MATCHED — both stay on the v3.x line and remain
            # protocol-compatible. The two version numbers do NOT
            # track each other: the Go SDK is at v3.21.0 while the
            # current latest server release is v3.7.2.
            #
            # On every go.mod bump, refresh this URL to the current
            # latest server release. There is no version
            # correspondence to maintain; "both on v3.x" is the
            # compatibility contract.
            "https://github.com/browserbase/stagehand/releases/download/stagehand-server-v3/v3.7.2/stagehand-server-v3-linux-x64",
            "https://github.com/browserbase/stagehand/releases/download/stagehand-server-v3/v3.7.2/stagehand-server-v3-linux-arm64",
        ]
    else:
        return [
            "http://archive.ubuntu.com/ubuntu/pool/main/o/openssl/libssl1.1_1.1.1f-1ubuntu2_amd64.deb",
            "http://ports.ubuntu.com/pool/main/o/openssl/libssl1.1_1.1.1f-1ubuntu2_arm64.deb",
            "https://repo1.maven.org/maven2/org/apache/tika/tika-server-standard/3.3.0/tika-server-standard-3.3.0.jar",
            "https://repo1.maven.org/maven2/org/apache/tika/tika-server-standard/3.3.0/tika-server-standard-3.3.0.jar.md5",
            "https://openaipublic.blob.core.windows.net/encodings/cl100k_base.tiktoken",
            ["https://storage.googleapis.com/chrome-for-testing-public/121.0.6167.85/linux64/chrome-linux64.zip", "chrome-linux64-121-0-6167-85"],
            ["https://storage.googleapis.com/chrome-for-testing-public/121.0.6167.85/linux64/chromedriver-linux64.zip", "chromedriver-linux64-121-0-6167-85"],
            "https://github.com/astral-sh/uv/releases/download/0.9.16/uv-x86_64-unknown-linux-gnu.tar.gz",
            "https://github.com/astral-sh/uv/releases/download/0.9.16/uv-aarch64-unknown-linux-gnu.tar.gz",
            # stagehand-server-v3 Node.js SEA binaries (used by Browser
            # component in local mode).
            #
            # The stagehand-go Go module (pinned in go.mod) and the
            # stagehand-server binary (this release) are LOOSELY
            # MATCHED — both stay on the v3.x line and remain
            # protocol-compatible. The two version numbers do NOT
            # track each other: the Go SDK is at v3.21.0 while the
            # current latest server release is v3.7.2.
            #
            # On every go.mod bump, refresh this URL to the current
            # latest server release. There is no version
            # correspondence to maintain; "both on v3.x" is the
            # compatibility contract.
            "https://github.com/browserbase/stagehand/releases/download/stagehand-server-v3/v3.7.2/stagehand-server-v3-linux-x64",
            "https://github.com/browserbase/stagehand/releases/download/stagehand-server-v3/v3.7.2/stagehand-server-v3-linux-arm64",
        ]


repos = [
    "InfiniFlow/text_concat_xgb_v1.0",
    "InfiniFlow/deepdoc",
]


def download_model(repository_id):
    local_directory = os.path.abspath(os.path.join("huggingface.co", repository_id))
    os.makedirs(local_directory, exist_ok=True)
    snapshot_download(repo_id=repository_id, local_dir=local_directory)


if __name__ == "__main__":
    # Anchor CWD to this file's directory so all relative outputs
    # (huggingface.co/, nltk_data/, *.deb, *.jar, *.tar.gz, etc.) land
    # at the top of ragflow_deps/ regardless of where the user invokes
    # the script from. This is the build context for `ragflow_deps/Dockerfile`.
    os.chdir(os.path.dirname(os.path.abspath(__file__)))

    parser = argparse.ArgumentParser(description="Download dependencies with optional China mirror support")
    parser.add_argument("--china-mirrors", action="store_true", help="Use China-accessible mirrors for downloads")
    args = parser.parse_args()

    urls = get_urls(args.china_mirrors)

    # Some mirrors (e.g. archive.ubuntu.com) reject the default urllib
    # User-Agent with HTTP 403, so install an opener with a browser-like UA.
    opener = urllib.request.build_opener()
    opener.addheaders = [("User-Agent", "Mozilla/5.0")]
    urllib.request.install_opener(opener)

    for url in urls:
        download_url = url[0] if isinstance(url, list) else url
        filename = url[1] if isinstance(url, list) else url.split("/")[-1]
        print(f"Downloading {filename} from {download_url}...")
        if not os.path.exists(filename):
            urllib.request.urlretrieve(download_url, filename)

    local_dir = os.path.abspath("nltk_data")
    for data in ["wordnet", "punkt", "punkt_tab"]:
        print(f"Downloading nltk {data}...")
        nltk.download(data, download_dir=local_dir)

    for repo_id in repos:
        print(f"Downloading huggingface repo {repo_id}...")
        download_model(repo_id)
