stable-diffusion-aws-extension/middleware_api/libs/utils.py

323 lines
9.7 KiB
Python

import base64
import json
import logging
import os
import boto3
from aws_lambda_powertools import Tracer
from boto3.dynamodb.conditions import Key
from botocore.exceptions import ClientError
from common.ddb_service.client import DynamoDbUtilsService
from common.excepts import ForbiddenException, UnauthorizedException, NotFoundException, BadRequestException
from common.response import unauthorized, forbidden, not_found, bad_request
from libs.data_types import PARTITION_KEYS, User, Role, Endpoint, Workflow
tracer = Tracer()
logger = logging.getLogger(__name__)
logger.setLevel(os.environ.get('LOG_LEVEL') or logging.ERROR)
user_table = os.environ.get('MULTI_USER_TABLE')
s3_bucket_name = os.environ.get('S3_BUCKET_NAME')
ddb_service = DynamoDbUtilsService(logger=logger)
encode_type = "utf-8"
s3 = boto3.client('s3')
ddb = boto3.resource('dynamodb')
endpoint_table = ddb.Table(os.environ.get('ENDPOINT_TABLE_NAME'))
dynamodb = boto3.client('dynamodb')
@tracer.capture_method
def check_file_exists(key):
try:
s3.head_object(Bucket=s3_bucket_name, Key=key)
return True
except Exception as e:
logger.error(e, exc_info=True)
if e.response['Error']['Code'] == '404':
return False
else:
raise e
@tracer.capture_method
def update_table_by_pk(table: str, pk_name: str, pk_value: str, key: str, value):
logger.info(f"Update {table} with {pk_name}: {id}, key: {key}, value: {value}")
try:
ddb_client = boto3.resource('dynamodb')
ddb_table = ddb_client.Table(table)
ddb_table.update_item(
Key={
pk_name: pk_value,
},
UpdateExpression=f"set #k = :v",
ExpressionAttributeNames={'#pk_name': pk_name, '#k': key},
ExpressionAttributeValues={':v': value},
ConditionExpression=f"attribute_exists(#pk_name)",
ReturnValues="UPDATED_NEW"
)
except Exception as e:
logger.error(f"Update {table} error: {e}")
raise e
def get_endpoint_name_by_workflow_name(name: str, endpoint_type: str = 'async'):
return f"comfy-{endpoint_type}-{name}"
@tracer.capture_method
def get_workflow_by_name(workflow_name: str):
tracer.put_annotation(key="workflow_name", value=workflow_name)
table_name = os.environ.get('WORKFLOWS_TABLE')
response = dynamodb.get_item(
TableName=table_name,
Key={
'name': {'S': workflow_name}
}
)
logger.info(response)
tracer.put_metadata(key="workflow_name", value=response)
item = response.get('Item', None)
if item is None:
raise NotFoundException(f'workflow {workflow_name} not found')
return Workflow(
name=item['name']['S'],
status=item['status']['S'],
s3_location=item['s3_location']['S'],
image_uri=item['image_uri']['S'],
payload_json=item['payload_json']['S'],
create_time=item['create_time']['S'],
)
@tracer.capture_method
def get_endpoint_by_name(endpoint_name: str):
tracer.put_annotation(key="endpoint_name", value=endpoint_name)
scan_kwargs = {
'IndexName': "endpoint_name-startTime-index",
'KeyConditionExpression': Key('endpoint_name').eq(endpoint_name),
}
logger.info(scan_kwargs)
response = endpoint_table.query(**scan_kwargs)
tracer.put_metadata(key="endpoint_name", value=response)
items = response.get('Items', [])
if len(items) == 0:
raise NotFoundException(f'endpoint with name {endpoint_name} not found')
return Endpoint(**items[0])
def log_json(title, payload: any = None):
logger.info(f"{title}: ")
if payload:
logger.info(json.dumps(payload, default=str))
class KeyEncryptService:
def __init__(self, logging_level=logging.INFO):
self.kms_client = boto3.client('kms')
self.logger = logging.getLogger('boto3')
self.logger.setLevel(logging_level)
def encrypt(self, key_id: str, text: str) -> bytes:
"""
Encrypts text by using the specified key.
:param key_id: The ARN or ID of the key to use for encryption.
:param text: The text need to be encrypted
:return: The encrypted version of the text.
"""
try:
cipher_text = self.kms_client.encrypt(
KeyId=key_id, Plaintext=text.encode())['CiphertextBlob']
except ClientError as err:
self.logger.error(
"Couldn't encrypt text. Here's why: %s", err.response['Error']['Message'])
else:
self.logger.debug(f"Your ciphertext is: {cipher_text}")
return cipher_text
def decrypt(self, key_id: str, cipher_text: bytes) -> bytes:
"""
Decrypts text previously encrypted with a key.
:param key_id: The ARN or ID of the key used to decrypt the data.
:param cipher_text: The encrypted text to decrypt.
"""
try:
text = self.kms_client.decrypt(KeyId=key_id, CiphertextBlob=cipher_text)['Plaintext']
except ClientError as err:
self.logger.error("Couldn't decrypt your ciphertext. Here's why: %s",
err.response['Error']['Message'])
else:
self.logger.debug(f"Your plaintext is {text.decode()}")
return text
@tracer.capture_method
def check_user_existence(ddb_service, user_table, username):
creator = ddb_service.query_items(table=user_table, key_values={
'kind': PARTITION_KEYS.user,
'sort_key': username,
})
return not creator or len(creator) == 0
@tracer.capture_method
def get_user_by_username(ddb_service, user_table, username):
user_raw = ddb_service.query_items(table=user_table, key_values={
'kind': PARTITION_KEYS.user,
'sort_key': username,
})
if not user_raw or len(user_raw) == 0:
return None
return User(**(ddb_service.deserialize(user_raw[0])))
@tracer.capture_method
def get_user_roles(ddb_service, user_table_name, username):
tracer.put_annotation(key="username", value=username)
user = ddb_service.query_items(table=user_table_name, key_values={
'kind': PARTITION_KEYS.user,
'sort_key': username,
})
if not user or len(user) == 0:
raise Exception(f'user: "{username}" not exist')
user = User(**ddb_service.deserialize(user[0]))
return user.roles
def response_error(e):
try:
logger.error(e, exc_info=True)
raise e
except UnauthorizedException as e:
return unauthorized(message=str(e))
except ForbiddenException as e:
return forbidden(message=str(e))
except NotFoundException as e:
return not_found(message=str(e))
except Exception as e:
return bad_request(message=str(e))
def get_user_name(event: any):
if 'headers' not in event:
raise BadRequestException('Not found headers in event')
username = None
if 'username' in event['headers']:
username = event['headers']['username']
elif 'Authorization' in event['headers']:
# todo compatibility with 1.4.0, will be removed
authorization = event['headers']['Authorization']
if authorization:
username = base64.b16decode(authorization.replace('Bearer ', '').encode(encode_type)).decode(
encode_type)
if not username:
raise UnauthorizedException("Unauthorized")
return username
@tracer.capture_method
def permissions_check(event: any, permissions: [str]):
username = get_user_name(event)
tracer.put_annotation(key="username", value=username)
if not user_table:
raise Exception("MULTI_USER_TABLE not set")
user = ddb_service.query_items(table=user_table, key_values={
'kind': PARTITION_KEYS.user,
'sort_key': username,
})
if not user or len(user) == 0:
raise UnauthorizedException("Unauthorized")
user = User(**ddb_service.deserialize(user[0]))
logger.info(f'user: {user}')
roles = ddb_service.scan(table=user_table, filters={
'kind': PARTITION_KEYS.role,
'sort_key': user.roles,
})
for role_raw in roles:
role = Role(**(ddb_service.deserialize(role_raw)))
logger.info(f'role: {role}')
for permission in permissions:
if permission in role.permissions:
return username
raise ForbiddenException(f"User {username} has no permissions: {permissions}")
def check_user_permissions(checkpoint_owners: [str], user_roles: [str], user_name: str) -> bool:
if not checkpoint_owners or user_name in checkpoint_owners or '*' in checkpoint_owners:
return True
for user_role in user_roles:
if user_role in checkpoint_owners:
return True
return False
@tracer.capture_method
def get_permissions_by_username(ddb_service, user_table, username):
creator_roles = get_user_roles(ddb_service, user_table, username)
roles = ddb_service.scan(table=user_table, filters={
'kind': PARTITION_KEYS.role,
'sort_key': creator_roles,
})
permissions = {}
for role_raw in roles:
role = Role(**(ddb_service.deserialize(role_raw)))
for permission in role.permissions:
permission_parts = permission.split(':')
resource = permission_parts[0]
action = permission_parts[1]
if resource not in permissions:
permissions[resource] = set()
permissions[resource].add(action)
return permissions
def encode_last_key(last_evaluated_key):
if not last_evaluated_key:
return None
return base64.b64encode(json.dumps(last_evaluated_key).encode(encode_type)).decode(encode_type)
def decode_last_key(last_evaluated_key):
if not last_evaluated_key:
return None
return json.loads(base64.b64decode(last_evaluated_key.encode(encode_type)).decode(encode_type))