mirror of https://github.com/milvus-io/milvus.git
751 lines
27 KiB
Python
751 lines
27 KiB
Python
import json
|
|
import requests
|
|
import time
|
|
import uuid
|
|
from utils.util_log import test_log as logger
|
|
from minio import Minio
|
|
from minio.error import S3Error
|
|
|
|
|
|
def logger_request_response(response, url, tt, headers, data, str_data, str_response, method):
|
|
if len(data) > 2000:
|
|
data = data[:1000] + "..." + data[-1000:]
|
|
try:
|
|
if response.status_code == 200:
|
|
if ('code' in response.json() and response.json()["code"] == 200) or (
|
|
'Code' in response.json() and response.json()["Code"] == 0):
|
|
logger.debug(
|
|
f"\nmethod: {method}, \nurl: {url}, \ncost time: {tt}, \nheader: {headers}, \npayload: {str_data}, \nresponse: {str_response}")
|
|
else:
|
|
logger.debug(
|
|
f"\nmethod: {method}, \nurl: {url}, \ncost time: {tt}, \nheader: {headers}, \npayload: {data}, \nresponse: {response.text}")
|
|
else:
|
|
logger.debug(
|
|
f"method: \nmethod: {method}, \nurl: {url}, \ncost time: {tt}, \nheader: {headers}, \npayload: {data}, \nresponse: {response.text}")
|
|
except Exception as e:
|
|
logger.debug(
|
|
f"method: \nmethod: {method}, \nurl: {url}, \ncost time: {tt}, \nheader: {headers}, \npayload: {data}, \nresponse: {response.text}, \nerror: {e}")
|
|
|
|
|
|
class Requests:
|
|
def __init__(self, url=None, api_key=None):
|
|
self.url = url
|
|
self.api_key = api_key
|
|
self.headers = {
|
|
'Content-Type': 'application/json',
|
|
'Authorization': f'Bearer {self.api_key}',
|
|
'RequestId': str(uuid.uuid1())
|
|
}
|
|
|
|
def update_headers(self):
|
|
headers = {
|
|
'Content-Type': 'application/json',
|
|
'Authorization': f'Bearer {self.api_key}',
|
|
'RequestId': str(uuid.uuid1())
|
|
}
|
|
return headers
|
|
|
|
def post(self, url, headers=None, data=None, params=None):
|
|
headers = headers if headers is not None else self.update_headers()
|
|
data = json.dumps(data)
|
|
str_data = data[:200] + '...' + data[-200:] if len(data) > 400 else data
|
|
t0 = time.time()
|
|
response = requests.post(url, headers=headers, data=data, params=params)
|
|
tt = time.time() - t0
|
|
str_response = response.text[:200] + '...' + response.text[-200:] if len(response.text) > 400 else response.text
|
|
logger_request_response(response, url, tt, headers, data, str_data, str_response, "post")
|
|
return response
|
|
|
|
def get(self, url, headers=None, params=None, data=None):
|
|
headers = headers if headers is not None else self.update_headers()
|
|
data = json.dumps(data)
|
|
str_data = data[:200] + '...' + data[-200:] if len(data) > 400 else data
|
|
t0 = time.time()
|
|
if data is None or data == "null":
|
|
response = requests.get(url, headers=headers, params=params)
|
|
else:
|
|
response = requests.get(url, headers=headers, params=params, data=data)
|
|
tt = time.time() - t0
|
|
str_response = response.text[:200] + '...' + response.text[-200:] if len(response.text) > 400 else response.text
|
|
logger_request_response(response, url, tt, headers, data, str_data, str_response, "get")
|
|
return response
|
|
|
|
def put(self, url, headers=None, data=None):
|
|
headers = headers if headers is not None else self.update_headers()
|
|
data = json.dumps(data)
|
|
str_data = data[:200] + '...' + data[-200:] if len(data) > 400 else data
|
|
t0 = time.time()
|
|
response = requests.put(url, headers=headers, data=data)
|
|
tt = time.time() - t0
|
|
str_response = response.text[:200] + '...' + response.text[-200:] if len(response.text) > 400 else response.text
|
|
logger_request_response(response, url, tt, headers, data, str_data, str_response, "put")
|
|
return response
|
|
|
|
def delete(self, url, headers=None, data=None):
|
|
headers = headers if headers is not None else self.update_headers()
|
|
data = json.dumps(data)
|
|
str_data = data[:200] + '...' + data[-200:] if len(data) > 400 else data
|
|
t0 = time.time()
|
|
response = requests.delete(url, headers=headers, data=data)
|
|
tt = time.time() - t0
|
|
str_response = response.text[:200] + '...' + response.text[-200:] if len(response.text) > 400 else response.text
|
|
logger_request_response(response, url, tt, headers, data, str_data, str_response, "delete")
|
|
return response
|
|
|
|
|
|
class VectorClient(Requests):
|
|
def __init__(self, endpoint, token):
|
|
super().__init__(url=endpoint, api_key=token)
|
|
self.endpoint = endpoint
|
|
self.token = token
|
|
self.api_key = token
|
|
self.db_name = None
|
|
self.headers = self.update_headers()
|
|
|
|
def update_headers(self):
|
|
headers = {
|
|
'Content-Type': 'application/json',
|
|
'Authorization': f'Bearer {self.api_key}',
|
|
'Accept-Type-Allow-Int64': "true",
|
|
'RequestId': str(uuid.uuid1())
|
|
}
|
|
return headers
|
|
|
|
def vector_search(self, payload, db_name="default", timeout=10):
|
|
time.sleep(1)
|
|
url = f'{self.endpoint}/v2/vectordb/entities/search'
|
|
if self.db_name is not None:
|
|
payload["dbName"] = self.db_name
|
|
if db_name != "default":
|
|
payload["dbName"] = db_name
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
rsp = response.json()
|
|
if "data" in rsp and len(rsp["data"]) == 0:
|
|
t0 = time.time()
|
|
while time.time() - t0 < timeout:
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
rsp = response.json()
|
|
if len(rsp["data"]) > 0:
|
|
break
|
|
time.sleep(1)
|
|
else:
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
rsp = response.json()
|
|
if "data" in rsp and len(rsp["data"]) == 0:
|
|
logger.info(f"after {timeout}s, still no data")
|
|
|
|
return response.json()
|
|
|
|
def vector_query(self, payload, db_name="default", timeout=10):
|
|
time.sleep(1)
|
|
url = f'{self.endpoint}/v2/vectordb/entities/query'
|
|
if self.db_name is not None:
|
|
payload["dbName"] = self.db_name
|
|
if db_name != "default":
|
|
payload["dbName"] = db_name
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
rsp = response.json()
|
|
if "data" in rsp and len(rsp["data"]) == 0:
|
|
t0 = time.time()
|
|
while time.time() - t0 < timeout:
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
rsp = response.json()
|
|
if len(rsp["data"]) > 0:
|
|
break
|
|
time.sleep(1)
|
|
else:
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
rsp = response.json()
|
|
if "data" in rsp and len(rsp["data"]) == 0:
|
|
logger.info(f"after {timeout}s, still no data")
|
|
|
|
return response.json()
|
|
|
|
def vector_get(self, payload, db_name="default"):
|
|
time.sleep(1)
|
|
url = f'{self.endpoint}/v2/vectordb/entities/get'
|
|
if self.db_name is not None:
|
|
payload["dbName"] = self.db_name
|
|
if db_name != "default":
|
|
payload["dbName"] = db_name
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
return response.json()
|
|
|
|
def vector_delete(self, payload, db_name="default"):
|
|
url = f'{self.endpoint}/v2/vectordb/entities/delete'
|
|
if self.db_name is not None:
|
|
payload["dbName"] = self.db_name
|
|
if db_name != "default":
|
|
payload["dbName"] = db_name
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
return response.json()
|
|
|
|
def vector_insert(self, payload, db_name="default"):
|
|
url = f'{self.endpoint}/v2/vectordb/entities/insert'
|
|
if self.db_name is not None:
|
|
payload["dbName"] = self.db_name
|
|
if db_name != "default":
|
|
payload["dbName"] = db_name
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
return response.json()
|
|
|
|
def vector_upsert(self, payload, db_name="default"):
|
|
url = f'{self.endpoint}/v2/vectordb/entities/upsert'
|
|
if self.db_name is not None:
|
|
payload["dbName"] = self.db_name
|
|
if db_name != "default":
|
|
payload["dbName"] = db_name
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
return response.json()
|
|
|
|
|
|
class CollectionClient(Requests):
|
|
|
|
def __init__(self, endpoint, token):
|
|
super().__init__(url=endpoint, api_key=token)
|
|
self.endpoint = endpoint
|
|
self.api_key = token
|
|
self.db_name = None
|
|
self.headers = self.update_headers()
|
|
|
|
def update_headers(self, headers=None):
|
|
if headers is not None:
|
|
return headers
|
|
headers = {
|
|
'Content-Type': 'application/json',
|
|
'Authorization': f'Bearer {self.api_key}',
|
|
'RequestId': str(uuid.uuid1())
|
|
}
|
|
return headers
|
|
|
|
def collection_has(self, db_name="default", collection_name=None):
|
|
url = f'{self.endpoint}/v2/vectordb/collections/has'
|
|
if self.db_name is not None:
|
|
db_name = self.db_name
|
|
data = {
|
|
"dbName": db_name,
|
|
"collectionName": collection_name
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), data=data)
|
|
res = response.json()
|
|
return res
|
|
|
|
def collection_rename(self, payload, db_name="default"):
|
|
url = f'{self.endpoint}/v2/vectordb/collections/rename'
|
|
if self.db_name is not None:
|
|
payload["dbName"] = self.db_name
|
|
if db_name != "default":
|
|
payload["dbName"] = db_name
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
return response.json()
|
|
|
|
def collection_stats(self, db_name="default", collection_name=None):
|
|
url = f'{self.endpoint}/v2/vectordb/collections/get_stats'
|
|
if self.db_name is not None:
|
|
db_name = self.db_name
|
|
data = {
|
|
"dbName": db_name,
|
|
"collectionName": collection_name
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), data=data)
|
|
res = response.json()
|
|
return res
|
|
|
|
def collection_load(self, db_name="default", collection_name=None):
|
|
url = f'{self.endpoint}/v2/vectordb/collections/load'
|
|
if self.db_name is not None:
|
|
db_name = self.db_name
|
|
payload = {
|
|
"dbName": db_name,
|
|
"collectionName": collection_name
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
def collection_release(self, db_name="default", collection_name=None):
|
|
url = f'{self.endpoint}/v2/vectordb/collections/release'
|
|
if self.db_name is not None:
|
|
db_name = self.db_name
|
|
payload = {
|
|
"dbName": db_name,
|
|
"collectionName": collection_name
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
def collection_load_state(self, db_name="default", collection_name=None, partition_names=None):
|
|
url = f'{self.endpoint}/v2/vectordb/collections/get_load_state'
|
|
if self.db_name is not None:
|
|
db_name = self.db_name
|
|
data = {
|
|
"dbName": db_name,
|
|
"collectionName": collection_name,
|
|
}
|
|
if partition_names is not None:
|
|
data["partitionNames"] = partition_names
|
|
response = self.post(url, headers=self.update_headers(), data=data)
|
|
res = response.json()
|
|
return res
|
|
|
|
def collection_list(self, db_name="default"):
|
|
url = f'{self.endpoint}/v2/vectordb/collections/list'
|
|
params = {}
|
|
if self.db_name is not None:
|
|
params = {
|
|
"dbName": self.db_name
|
|
}
|
|
if db_name != "default":
|
|
params = {
|
|
"dbName": db_name
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), params=params)
|
|
res = response.json()
|
|
return res
|
|
|
|
def collection_create(self, payload, db_name="default"):
|
|
time.sleep(1) # wait for collection created and in case of rate limit
|
|
url = f'{self.endpoint}/v2/vectordb/collections/create'
|
|
if self.db_name is not None:
|
|
payload["dbName"] = self.db_name
|
|
if db_name != "default":
|
|
payload["dbName"] = db_name
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
return response.json()
|
|
|
|
def collection_describe(self, collection_name, db_name="default"):
|
|
url = f'{self.endpoint}/v2/vectordb/collections/describe'
|
|
data = {"collectionName": collection_name}
|
|
if self.db_name is not None:
|
|
data = {
|
|
"collectionName": collection_name,
|
|
"dbName": self.db_name
|
|
}
|
|
if db_name != "default":
|
|
data = {
|
|
"collectionName": collection_name,
|
|
"dbName": db_name
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), data=data)
|
|
return response.json()
|
|
|
|
def collection_drop(self, payload, db_name="default"):
|
|
time.sleep(1) # wait for collection drop and in case of rate limit
|
|
url = f'{self.endpoint}/v2/vectordb/collections/drop'
|
|
if self.db_name is not None:
|
|
payload["dbName"] = self.db_name
|
|
if db_name != "default":
|
|
payload["dbName"] = db_name
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
return response.json()
|
|
|
|
|
|
class PartitionClient(Requests):
|
|
|
|
def __init__(self, endpoint, token):
|
|
super().__init__(url=endpoint, api_key=token)
|
|
self.endpoint = endpoint
|
|
self.api_key = token
|
|
self.db_name = None
|
|
self.headers = self.update_headers()
|
|
|
|
def update_headers(self):
|
|
headers = {
|
|
'Content-Type': 'application/json',
|
|
'Authorization': f'Bearer {self.api_key}',
|
|
'RequestId': str(uuid.uuid1())
|
|
}
|
|
return headers
|
|
|
|
def partition_list(self, db_name="default", collection_name=None):
|
|
url = f'{self.endpoint}/v2/vectordb/partitions/list'
|
|
data = {
|
|
"collectionName": collection_name
|
|
}
|
|
if self.db_name is not None:
|
|
data = {
|
|
"dbName": self.db_name,
|
|
"collectionName": collection_name
|
|
}
|
|
if db_name != "default":
|
|
data = {
|
|
"dbName": db_name,
|
|
"collectionName": collection_name
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), data=data)
|
|
res = response.json()
|
|
return res
|
|
|
|
def partition_create(self, db_name="default", collection_name=None, partition_name=None):
|
|
url = f'{self.endpoint}/v2/vectordb/partitions/create'
|
|
if self.db_name is not None:
|
|
db_name = self.db_name
|
|
payload = {
|
|
"dbName": db_name,
|
|
"collectionName": collection_name,
|
|
"partitionName": partition_name
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
def partition_drop(self, db_name="default", collection_name=None, partition_name=None):
|
|
url = f'{self.endpoint}/v2/vectordb/partitions/drop'
|
|
if self.db_name is not None:
|
|
db_name = self.db_name
|
|
payload = {
|
|
"dbName": db_name,
|
|
"collectionName": collection_name,
|
|
"partitionName": partition_name
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
def partition_load(self, db_name="default", collection_name=None, partition_names=None):
|
|
url = f'{self.endpoint}/v2/vectordb/partitions/load'
|
|
if self.db_name is not None:
|
|
db_name = self.db_name
|
|
payload = {
|
|
"dbName": db_name,
|
|
"collectionName": collection_name,
|
|
"partitionNames": partition_names
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
def partition_release(self, db_name="default", collection_name=None, partition_names=None):
|
|
url = f'{self.endpoint}/v2/vectordb/partitions/release'
|
|
if self.db_name is not None:
|
|
db_name = self.db_name
|
|
payload = {
|
|
"dbName": db_name,
|
|
"collectionName": collection_name,
|
|
"partitionNames": partition_names
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
def partition_has(self, db_name="default", collection_name=None, partition_name=None):
|
|
url = f'{self.endpoint}/v2/vectordb/partitions/has'
|
|
if self.db_name is not None:
|
|
db_name = self.db_name
|
|
data = {
|
|
"dbName": db_name,
|
|
"collectionName": collection_name,
|
|
"partitionName": partition_name
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), data=data)
|
|
res = response.json()
|
|
return res
|
|
|
|
def partition_stats(self, db_name="default", collection_name=None, partition_name=None):
|
|
url = f'{self.endpoint}/v2/vectordb/partitions/get_stats'
|
|
if self.db_name is not None:
|
|
db_name = self.db_name
|
|
data = {
|
|
"dbName": db_name,
|
|
"collectionName": collection_name,
|
|
"partitionName": partition_name
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), data=data)
|
|
res = response.json()
|
|
return res
|
|
|
|
|
|
class UserClient(Requests):
|
|
|
|
def __init__(self, endpoint, token):
|
|
super().__init__(url=endpoint, api_key=token)
|
|
self.endpoint = endpoint
|
|
self.api_key = token
|
|
self.db_name = None
|
|
self.headers = self.update_headers()
|
|
|
|
def update_headers(self):
|
|
headers = {
|
|
'Content-Type': 'application/json',
|
|
'Authorization': f'Bearer {self.api_key}',
|
|
'RequestId': str(uuid.uuid1())
|
|
}
|
|
return headers
|
|
|
|
def user_list(self):
|
|
url = f'{self.endpoint}/v2/vectordb/users/list'
|
|
response = self.post(url, headers=self.update_headers())
|
|
res = response.json()
|
|
return res
|
|
|
|
def user_create(self, payload):
|
|
url = f'{self.endpoint}/v2/vectordb/users/create'
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
def user_password_update(self, payload):
|
|
url = f'{self.endpoint}/v2/vectordb/users/update_password'
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
def user_describe(self, user_name):
|
|
url = f'{self.endpoint}/v2/vectordb/users/describe'
|
|
data = {
|
|
"userName": user_name
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), data=data)
|
|
res = response.json()
|
|
return res
|
|
|
|
def user_drop(self, payload):
|
|
url = f'{self.endpoint}/v2/vectordb/users/drop'
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
def user_grant(self, payload):
|
|
url = f'{self.endpoint}/v2/vectordb/users/grant_role'
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
def user_revoke(self, payload):
|
|
url = f'{self.endpoint}/v2/vectordb/users/revoke_role'
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
|
|
class RoleClient(Requests):
|
|
|
|
def __init__(self, endpoint, token):
|
|
super().__init__(url=endpoint, api_key=token)
|
|
self.endpoint = endpoint
|
|
self.api_key = token
|
|
self.db_name = None
|
|
self.headers = self.update_headers()
|
|
|
|
def update_headers(self):
|
|
headers = {
|
|
'Content-Type': 'application/json',
|
|
'Authorization': f'Bearer {self.api_key}',
|
|
'RequestId': str(uuid.uuid1())
|
|
}
|
|
return headers
|
|
|
|
def role_list(self):
|
|
url = f'{self.endpoint}/v2/vectordb/roles/list'
|
|
response = self.post(url, headers=self.update_headers())
|
|
res = response.json()
|
|
return res
|
|
|
|
def role_create(self, payload):
|
|
url = f'{self.endpoint}/v2/vectordb/roles/create'
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
def role_describe(self, role_name):
|
|
url = f'{self.endpoint}/v2/vectordb/roles/describe'
|
|
data = {
|
|
"roleName": role_name
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), data=data)
|
|
res = response.json()
|
|
return res
|
|
|
|
def role_drop(self, payload):
|
|
url = f'{self.endpoint}/v2/vectordb/roles/drop'
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
def role_grant(self, payload):
|
|
url = f'{self.endpoint}/v2/vectordb/roles/grant_privilege'
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
def role_revoke(self, payload):
|
|
url = f'{self.endpoint}/v2/vectordb/roles/revoke_privilege'
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
|
|
class IndexClient(Requests):
|
|
|
|
def __init__(self, endpoint, token):
|
|
super().__init__(url=endpoint, api_key=token)
|
|
self.endpoint = endpoint
|
|
self.api_key = token
|
|
self.db_name = None
|
|
self.headers = self.update_headers()
|
|
|
|
def update_headers(self):
|
|
headers = {
|
|
'Content-Type': 'application/json',
|
|
'Authorization': f'Bearer {self.api_key}',
|
|
'RequestId': str(uuid.uuid1())
|
|
}
|
|
return headers
|
|
|
|
def index_create(self, payload, db_name="default"):
|
|
url = f'{self.endpoint}/v2/vectordb/indexes/create'
|
|
if self.db_name is not None:
|
|
db_name = self.db_name
|
|
payload["dbName"] = db_name
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
def index_describe(self, db_name="default", collection_name=None, index_name=None):
|
|
url = f'{self.endpoint}/v2/vectordb/indexes/describe'
|
|
if self.db_name is not None:
|
|
db_name = self.db_name
|
|
data = {
|
|
"dbName": db_name,
|
|
"collectionName": collection_name,
|
|
"indexName": index_name
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), data=data)
|
|
res = response.json()
|
|
return res
|
|
|
|
def index_list(self, collection_name=None, db_name="default"):
|
|
url = f'{self.endpoint}/v2/vectordb/indexes/list'
|
|
if self.db_name is not None:
|
|
db_name = self.db_name
|
|
data = {
|
|
"dbName": db_name,
|
|
"collectionName": collection_name
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), data=data)
|
|
res = response.json()
|
|
return res
|
|
|
|
def index_drop(self, payload, db_name="default"):
|
|
url = f'{self.endpoint}/v2/vectordb/indexes/drop'
|
|
if self.db_name is not None:
|
|
db_name = self.db_name
|
|
payload["dbName"] = db_name
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
|
|
class AliasClient(Requests):
|
|
|
|
def __init__(self, endpoint, token):
|
|
super().__init__(url=endpoint, api_key=token)
|
|
self.endpoint = endpoint
|
|
self.api_key = token
|
|
self.db_name = None
|
|
self.headers = self.update_headers()
|
|
|
|
def update_headers(self):
|
|
headers = {
|
|
'Content-Type': 'application/json',
|
|
'Authorization': f'Bearer {self.api_key}',
|
|
'RequestId': str(uuid.uuid1())
|
|
}
|
|
return headers
|
|
|
|
def list_alias(self):
|
|
url = f'{self.endpoint}/v2/vectordb/aliases/list'
|
|
response = self.post(url, headers=self.update_headers())
|
|
res = response.json()
|
|
return res
|
|
|
|
def describe_alias(self, alias_name):
|
|
url = f'{self.endpoint}/v2/vectordb/aliases/describe'
|
|
data = {
|
|
"aliasName": alias_name
|
|
}
|
|
response = self.post(url, headers=self.update_headers(), data=data)
|
|
res = response.json()
|
|
return res
|
|
|
|
def alter_alias(self, payload):
|
|
url = f'{self.endpoint}/v2/vectordb/aliases/alter'
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
def drop_alias(self, payload):
|
|
url = f'{self.endpoint}/v2/vectordb/aliases/drop'
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
def create_alias(self, payload):
|
|
url = f'{self.endpoint}/v2/vectordb/aliases/create'
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
|
|
class ImportJobClient(Requests):
|
|
|
|
def __init__(self, endpoint, token):
|
|
super().__init__(url=endpoint, api_key=token)
|
|
self.endpoint = endpoint
|
|
self.api_key = token
|
|
self.db_name = None
|
|
self.headers = self.update_headers()
|
|
|
|
def update_headers(self):
|
|
headers = {
|
|
'Content-Type': 'application/json',
|
|
'Authorization': f'Bearer {self.api_key}',
|
|
'RequestId': str(uuid.uuid1())
|
|
}
|
|
return headers
|
|
|
|
def list_import_jobs(self, payload, db_name="default"):
|
|
payload["dbName"] = db_name
|
|
data = payload
|
|
url = f'{self.endpoint}/v2/vectordb/jobs/import/list'
|
|
response = self.post(url, headers=self.update_headers(), data=data)
|
|
res = response.json()
|
|
return res
|
|
|
|
def create_import_jobs(self, payload):
|
|
url = f'{self.endpoint}/v2/vectordb/jobs/import/create'
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
def get_import_job_progress(self, task_id):
|
|
payload = {
|
|
"taskID": task_id
|
|
}
|
|
url = f'{self.endpoint}/v2/vectordb/jobs/import/get_progress'
|
|
response = self.post(url, headers=self.update_headers(), data=payload)
|
|
res = response.json()
|
|
return res
|
|
|
|
|
|
class StorageClient():
|
|
|
|
def __init__(self, endpoint, access_key, secret_key, bucket_name):
|
|
self.endpoint = endpoint
|
|
self.access_key = access_key
|
|
self.secret_key = secret_key
|
|
self.bucket_name = bucket_name
|
|
self.client = Minio(
|
|
self.endpoint,
|
|
access_key=access_key,
|
|
secret_key=secret_key,
|
|
secure=False,
|
|
)
|
|
|
|
def upload_file(self, file_path, object_name):
|
|
try:
|
|
self.client.fput_object(self.bucket_name, object_name, file_path)
|
|
except S3Error as exc:
|
|
logger.error("fail to copy files to minio", exc)
|