{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "4394a872",
   "metadata": {},
   "source": [
    "# Huawei OBS File\n",
    "The following code demonstrates how to load an object from the Huawei OBS (Object Storage Service) as document."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c43d811b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Install the required package\n",
    "# pip install esdk-obs-python"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "5e16bae6",
   "metadata": {},
   "outputs": [],
   "source": [
    "from langchain.document_loaders.obs_file import OBSFileLoader"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "75cc7e7c",
   "metadata": {},
   "outputs": [],
   "source": [
    "endpoint = \"your-endpoint\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f9816984",
   "metadata": {},
   "outputs": [],
   "source": [
    "from obs import ObsClient\n",
    "obs_client = ObsClient(access_key_id=\"your-access-key\", secret_access_key=\"your-secret-key\", server=endpoint)\n",
    "loader = OBSFileLoader(\"your-bucket-name\", \"your-object-key\", client=obs_client)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6143b39b",
   "metadata": {},
   "outputs": [],
   "source": [
    "loader.load()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "633e05ca",
   "metadata": {},
   "source": [
    "## Each Loader with Separate Authentication Information\n",
    "If you don't need to reuse OBS connections between different loaders, you can directly configure the `config`. The loader will use the config information to initialize its own OBS client."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "a5dd6a5d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Configure your access credentials\\n\n",
    "config = {\n",
    "    \"ak\": \"your-access-key\",\n",
    "    \"sk\": \"your-secret-key\"\n",
    "}\n",
    "loader = OBSFileLoader(\"your-bucket-name\", \"your-object-key\",endpoint=endpoint, config=config)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9a741f1c",
   "metadata": {},
   "outputs": [],
   "source": [
    "loader.load()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1e2e611c",
   "metadata": {},
   "source": [
    "## Get Authentication Information from ECS\n",
    "If your langchain is deployed on Huawei Cloud ECS and [Agency is set up](https://support.huaweicloud.com/intl/en-us/usermanual-ecs/ecs_03_0166.html#section7), the loader can directly get the security token from ECS without needing access key and secret key. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "338fafef",
   "metadata": {},
   "outputs": [],
   "source": [
    "config = {\"get_token_from_ecs\": True}\n",
    "loader = OBSFileLoader(\"your-bucket-name\", \"your-object-key\", endpoint=endpoint, config=config)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "73976c55",
   "metadata": {},
   "outputs": [],
   "source": [
    "loader.load()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b77aa18c",
   "metadata": {},
   "source": [
    "## Access a Publicly Accessible Object\n",
    "If the object you want to access allows anonymous user access (anonymous users have `GetObject` permission), you can directly load the object without configuring the `config` parameter."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "df83d121",
   "metadata": {},
   "outputs": [],
   "source": [
    "loader = OBSFileLoader(\"your-bucket-name\", \"your-object-key\", endpoint=endpoint)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "82a844ba",
   "metadata": {},
   "outputs": [],
   "source": [
    "loader.load()"
   ]
  }
 ],
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