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200 lines
7.9 KiB
Python
200 lines
7.9 KiB
Python
import base64
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import json
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import secrets
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import click
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from flask import current_app
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from werkzeug.exceptions import NotFound
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from core.embedding.cached_embedding import CacheEmbedding
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from core.model_manager import ModelManager
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from core.model_runtime.entities.model_entities import ModelType
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from extensions.ext_database import db
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from libs.helper import email as email_validate
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from libs.password import hash_password, password_pattern, valid_password
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from libs.rsa import generate_key_pair
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from models.account import Tenant
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from models.dataset import Dataset
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from models.model import Account
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from models.provider import Provider, ProviderModel
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@click.command('reset-password', help='Reset the account password.')
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@click.option('--email', prompt=True, help='The email address of the account whose password you need to reset')
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@click.option('--new-password', prompt=True, help='the new password.')
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@click.option('--password-confirm', prompt=True, help='the new password confirm.')
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def reset_password(email, new_password, password_confirm):
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"""
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Reset password of owner account
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Only available in SELF_HOSTED mode
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"""
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if str(new_password).strip() != str(password_confirm).strip():
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click.echo(click.style('sorry. The two passwords do not match.', fg='red'))
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return
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account = db.session.query(Account). \
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filter(Account.email == email). \
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one_or_none()
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if not account:
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click.echo(click.style('sorry. the account: [{}] not exist .'.format(email), fg='red'))
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return
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try:
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valid_password(new_password)
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except:
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click.echo(
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click.style('sorry. The passwords must match {} '.format(password_pattern), fg='red'))
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return
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# generate password salt
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salt = secrets.token_bytes(16)
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base64_salt = base64.b64encode(salt).decode()
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# encrypt password with salt
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password_hashed = hash_password(new_password, salt)
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base64_password_hashed = base64.b64encode(password_hashed).decode()
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account.password = base64_password_hashed
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account.password_salt = base64_salt
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db.session.commit()
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click.echo(click.style('Congratulations!, password has been reset.', fg='green'))
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@click.command('reset-email', help='Reset the account email.')
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@click.option('--email', prompt=True, help='The old email address of the account whose email you need to reset')
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@click.option('--new-email', prompt=True, help='the new email.')
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@click.option('--email-confirm', prompt=True, help='the new email confirm.')
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def reset_email(email, new_email, email_confirm):
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"""
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Replace account email
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:return:
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"""
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if str(new_email).strip() != str(email_confirm).strip():
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click.echo(click.style('Sorry, new email and confirm email do not match.', fg='red'))
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return
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account = db.session.query(Account). \
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filter(Account.email == email). \
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one_or_none()
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if not account:
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click.echo(click.style('sorry. the account: [{}] not exist .'.format(email), fg='red'))
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return
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try:
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email_validate(new_email)
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except:
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click.echo(
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click.style('sorry. {} is not a valid email. '.format(email), fg='red'))
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return
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account.email = new_email
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db.session.commit()
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click.echo(click.style('Congratulations!, email has been reset.', fg='green'))
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@click.command('reset-encrypt-key-pair', help='Reset the asymmetric key pair of workspace for encrypt LLM credentials. '
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'After the reset, all LLM credentials will become invalid, '
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'requiring re-entry.'
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'Only support SELF_HOSTED mode.')
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@click.confirmation_option(prompt=click.style('Are you sure you want to reset encrypt key pair?'
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' this operation cannot be rolled back!', fg='red'))
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def reset_encrypt_key_pair():
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"""
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Reset the encrypted key pair of workspace for encrypt LLM credentials.
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After the reset, all LLM credentials will become invalid, requiring re-entry.
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Only support SELF_HOSTED mode.
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"""
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if current_app.config['EDITION'] != 'SELF_HOSTED':
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click.echo(click.style('Sorry, only support SELF_HOSTED mode.', fg='red'))
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return
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tenant = db.session.query(Tenant).first()
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if not tenant:
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click.echo(click.style('Sorry, no workspace found. Please enter /install to initialize.', fg='red'))
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return
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tenant.encrypt_public_key = generate_key_pair(tenant.id)
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db.session.query(Provider).filter(Provider.provider_type == 'custom').delete()
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db.session.query(ProviderModel).delete()
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db.session.commit()
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click.echo(click.style('Congratulations! '
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'the asymmetric key pair of workspace {} has been reset.'.format(tenant.id), fg='green'))
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@click.command('create-qdrant-indexes', help='Create qdrant indexes.')
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def create_qdrant_indexes():
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"""
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Migrate other vector database datas to Qdrant.
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"""
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click.echo(click.style('Start create qdrant indexes.', fg='green'))
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create_count = 0
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page = 1
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while True:
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try:
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datasets = db.session.query(Dataset).filter(Dataset.indexing_technique == 'high_quality') \
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.order_by(Dataset.created_at.desc()).paginate(page=page, per_page=50)
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except NotFound:
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break
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model_manager = ModelManager()
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page += 1
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for dataset in datasets:
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if dataset.index_struct_dict:
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if dataset.index_struct_dict['type'] != 'qdrant':
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try:
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click.echo('Create dataset qdrant index: {}'.format(dataset.id))
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try:
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embedding_model = model_manager.get_model_instance(
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tenant_id=dataset.tenant_id,
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provider=dataset.embedding_model_provider,
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model_type=ModelType.TEXT_EMBEDDING,
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model=dataset.embedding_model
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)
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except Exception:
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continue
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embeddings = CacheEmbedding(embedding_model)
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from core.index.vector_index.qdrant_vector_index import QdrantConfig, QdrantVectorIndex
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index = QdrantVectorIndex(
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dataset=dataset,
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config=QdrantConfig(
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endpoint=current_app.config.get('QDRANT_URL'),
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api_key=current_app.config.get('QDRANT_API_KEY'),
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root_path=current_app.root_path
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),
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embeddings=embeddings
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)
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if index:
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index.create_qdrant_dataset(dataset)
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index_struct = {
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"type": 'qdrant',
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"vector_store": {
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"class_prefix": dataset.index_struct_dict['vector_store']['class_prefix']}
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}
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dataset.index_struct = json.dumps(index_struct)
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db.session.commit()
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create_count += 1
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else:
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click.echo('passed.')
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except Exception as e:
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click.echo(
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click.style('Create dataset index error: {} {}'.format(e.__class__.__name__, str(e)),
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fg='red'))
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continue
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click.echo(click.style('Congratulations! Create {} dataset indexes.'.format(create_count), fg='green'))
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def register_commands(app):
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app.cli.add_command(reset_password)
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app.cli.add_command(reset_email)
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app.cli.add_command(reset_encrypt_key_pair)
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app.cli.add_command(create_qdrant_indexes)
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