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_client.py
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'''
Copyright (c) 2022 Skyflow, Inc.
'''
import json
import types
import requests
import asyncio
from requests.adapters import HTTPAdapter
from skyflow.vault._insert import getInsertRequestBody, processResponse, convertResponse
from skyflow.vault._update import sendUpdateRequests, createUpdateResponseBody
from skyflow.vault._config import Configuration, ConnectionConfig, DeleteOptions, DetokenizeOptions, GetOptions, InsertOptions, UpdateOptions, QueryOptions
from skyflow.vault._connection import createRequest
from skyflow.vault._detokenize import sendDetokenizeRequests, createDetokenizeResponseBody
from skyflow.vault._get_by_id import sendGetByIdRequests, createGetResponseBody
from skyflow.vault._get import sendGetRequests
from skyflow.vault._delete import deleteProcessResponse
from skyflow.vault._query import getQueryRequestBody, getQueryResponse
from skyflow.errors._skyflow_errors import SkyflowError, SkyflowErrorCodes, SkyflowErrorMessages
from skyflow._utils import log_info, log_error, InfoMessages, InterfaceName, getMetrics
from skyflow.vault._token import tokenProviderWrapper
class Client:
def __init__(self, config: Configuration):
interface = InterfaceName.CLIENT.value
log_info(InfoMessages.INITIALIZE_CLIENT.value, interface=interface)
if not isinstance(config.vaultID, str):
raise SkyflowError(SkyflowErrorCodes.INVALID_INPUT, SkyflowErrorMessages.VAULT_ID_INVALID_TYPE.value % (
str(type(config.vaultID))), interface=interface)
if not isinstance(config.vaultURL, str):
raise SkyflowError(SkyflowErrorCodes.INVALID_INPUT, SkyflowErrorMessages.VAULT_URL_INVALID_TYPE.value % (
str(type(config.vaultURL))), interface=interface)
if not isinstance(config.tokenProvider, types.FunctionType):
raise SkyflowError(SkyflowErrorCodes.INVALID_INPUT, SkyflowErrorMessages.TOKEN_PROVIDER_ERROR.value % (
str(type(config.tokenProvider))), interface=interface)
self._create_session()
self.vaultID = config.vaultID
self.vaultURL = config.vaultURL.rstrip('/')
self.tokenProvider = config.tokenProvider
self.storedToken = ''
log_info(InfoMessages.CLIENT_INITIALIZED.value, interface=interface)
def _create_session(self):
self.session = requests.Session()
adapter = HTTPAdapter(pool_connections=1, pool_maxsize=25, pool_block=True)
self.session.mount("https://", adapter)
def __del__(self):
if (self.session is not None):
log_info(InfoMessages.CLOSING_SESSION.value, interface=InterfaceName.CLIENT.value)
self.session.close()
self.session = None
def _get_session(self):
if (self.session is None):
self._create_session()
return self.session
def insert(self, records: dict, options: InsertOptions = InsertOptions()):
max_retries = 1
interface = InterfaceName.INSERT.value
log_info(InfoMessages.INSERT_TRIGGERED.value, interface=interface)
self._checkConfig(interface)
jsonBody = getInsertRequestBody(records, options)
requestURL = self._get_complete_vault_url()
for attempt in range(max_retries + 1):
try:
self.storedToken = tokenProviderWrapper(
self.storedToken, self.tokenProvider, interface)
headers = {
"Authorization": "Bearer " + self.storedToken,
"sky-metadata": json.dumps(getMetrics()),
}
response = self._get_session().post(
requestURL,
data=jsonBody,
headers=headers,
)
processedResponse = processResponse(response)
result, partial = convertResponse(records, processedResponse, options)
if partial:
log_error(SkyflowErrorMessages.BATCH_INSERT_PARTIAL_SUCCESS.value, interface)
elif 'records' not in result:
log_error(SkyflowErrorMessages.BATCH_INSERT_FAILURE.value, interface)
else:
log_info(InfoMessages.INSERT_DATA_SUCCESS.value, interface)
return result
except requests.exceptions.ConnectionError as err:
if attempt < max_retries:
continue
raise SkyflowError(
SkyflowErrorCodes.SERVER_ERROR,
SkyflowErrorMessages.NETWORK_ERROR.value % str(err),
interface=interface
)
except SkyflowError as err:
if err.code != SkyflowErrorCodes.SERVER_ERROR or attempt >= max_retries:
raise err
continue
def detokenize(self, records: dict, options: DetokenizeOptions = DetokenizeOptions()):
interface = InterfaceName.DETOKENIZE.value
log_info(InfoMessages.DETOKENIZE_TRIGGERED.value, interface)
self._checkConfig(interface)
self.storedToken = tokenProviderWrapper(
self.storedToken, self.tokenProvider, interface)
url = self._get_complete_vault_url() + '/detokenize'
responses = asyncio.run(sendDetokenizeRequests(
records, url, self.storedToken, options))
result, partial = createDetokenizeResponseBody(records, responses, options)
if partial:
raise SkyflowError(SkyflowErrorCodes.PARTIAL_SUCCESS, SkyflowErrorMessages.PARTIAL_SUCCESS, result, interface=interface)
elif 'records' not in result:
raise SkyflowError(SkyflowErrorCodes.SERVER_ERROR, SkyflowErrorMessages.SERVER_ERROR, result, interface=interface)
else:
log_info(InfoMessages.DETOKENIZE_SUCCESS.value, interface)
return result
def get(self, records, options: GetOptions = GetOptions()):
interface = InterfaceName.GET.value
log_info(InfoMessages.GET_TRIGGERED.value, interface)
self._checkConfig(interface)
self.storedToken = tokenProviderWrapper(
self.storedToken, self.tokenProvider, interface)
url = self._get_complete_vault_url()
responses = asyncio.run(sendGetRequests(
records, options, url, self.storedToken))
result, partial = createGetResponseBody(responses)
if partial:
raise SkyflowError(SkyflowErrorCodes.PARTIAL_SUCCESS,
SkyflowErrorMessages.PARTIAL_SUCCESS, result, interface=interface)
else:
log_info(InfoMessages.GET_SUCCESS.value, interface)
return result
def get_by_id(self, records):
interface = InterfaceName.GET_BY_ID.value
log_info(InfoMessages.GET_BY_ID_TRIGGERED.value, interface)
self._checkConfig(interface)
self.storedToken = tokenProviderWrapper(
self.storedToken, self.tokenProvider, interface)
url = self._get_complete_vault_url()
responses = asyncio.run(sendGetByIdRequests(
records, url, self.storedToken))
result, partial = createGetResponseBody(responses)
if partial:
raise SkyflowError(SkyflowErrorCodes.PARTIAL_SUCCESS,
SkyflowErrorMessages.PARTIAL_SUCCESS, result, interface=interface)
else:
log_info(InfoMessages.GET_BY_ID_SUCCESS.value, interface)
return result
def invoke_connection(self, config: ConnectionConfig):
interface = InterfaceName.INVOKE_CONNECTION.value
log_info(InfoMessages.INVOKE_CONNECTION_TRIGGERED.value, interface)
session = requests.Session()
self.storedToken = tokenProviderWrapper(
self.storedToken, self.tokenProvider, interface)
request = createRequest(config)
if not 'X-Skyflow-Authorization'.lower() in request.headers:
request.headers['x-skyflow-authorization'] = self.storedToken
request.headers['sky-metadata'] = json.dumps(getMetrics())
response = session.send(request)
session.close()
return processResponse(response, interface=interface)
def query(self, queryInput, options: QueryOptions = QueryOptions()):
interface = InterfaceName.QUERY.value
log_info(InfoMessages.QUERY_TRIGGERED.value, interface=interface)
self._checkConfig(interface)
jsonBody = getQueryRequestBody(queryInput, options)
requestURL = self._get_complete_vault_url() + "/query"
self.storedToken = tokenProviderWrapper(
self.storedToken, self.tokenProvider, interface)
headers = {
"Content-Type": "application/json",
"Authorization": "Bearer " + self.storedToken,
"sky-metadata": json.dumps(getMetrics())
}
response = requests.post(requestURL, data=jsonBody, headers=headers)
result = getQueryResponse(response)
log_info(InfoMessages.QUERY_SUCCESS.value, interface)
return result
def _checkConfig(self, interface):
'''
Performs basic check on the given client config
'''
if not len(self.vaultID) > 0:
raise SkyflowError(SkyflowErrorCodes.INVALID_INPUT,
SkyflowErrorMessages.EMPTY_VAULT_ID, interface=interface)
if not len(self.vaultURL) > 0:
raise SkyflowError(SkyflowErrorCodes.INVALID_INPUT,
SkyflowErrorMessages.EMPTY_VAULT_URL, interface=interface)
def _get_complete_vault_url(self):
'''
Get the complete vault url from given vault url and vault id
'''
return self.vaultURL + "/v1/vaults/" + self.vaultID
def update(self, updateInput, options: UpdateOptions = UpdateOptions()):
interface = InterfaceName.UPDATE.value
log_info(InfoMessages.UPDATE_TRIGGERED.value, interface=interface)
self._checkConfig(interface)
self.storedToken = tokenProviderWrapper(
self.storedToken, self.tokenProvider, interface)
url = self._get_complete_vault_url()
responses = asyncio.run(sendUpdateRequests(
updateInput, options, url, self.storedToken))
result, partial = createUpdateResponseBody(responses)
if partial:
raise SkyflowError(SkyflowErrorCodes.PARTIAL_SUCCESS,
SkyflowErrorMessages.PARTIAL_SUCCESS, result, interface=interface)
else:
log_info(InfoMessages.UPDATE_DATA_SUCCESS.value, interface)
return result
def delete(self, records: dict, options: DeleteOptions = DeleteOptions()):
interface = InterfaceName.DELETE.value
log_info(InfoMessages.DELETE_TRIGGERED.value, interface=interface)
self._checkConfig(interface)
self.storedToken = tokenProviderWrapper(
self.storedToken, self.tokenProvider, interface)
headers = {
"Authorization": "Bearer " + self.storedToken,
"sky-metadata": json.dumps(getMetrics())
}
error_list = []
result_list = []
errors = {}
result = {}
try:
record = records["records"]
if not isinstance(record, list):
recordsType = str(type(record))
raise SkyflowError(SkyflowErrorCodes.INVALID_INPUT, SkyflowErrorMessages.INVALID_RECORDS_TYPE.value % (
recordsType), interface=interface)
if len(record) == 0:
raise SkyflowError(SkyflowErrorCodes.INVALID_INPUT,
SkyflowErrorMessages.EMPTY_RECORDS_IN_DELETE, interface=interface)
except KeyError:
raise SkyflowError(SkyflowErrorCodes.INVALID_INPUT,
SkyflowErrorMessages.RECORDS_KEY_ERROR, interface=interface)
try:
for record in records["records"]:
id = record["id"]
if not isinstance(id, str):
idType = str(type(id))
raise SkyflowError(SkyflowErrorCodes.INVALID_INPUT,
SkyflowErrorMessages.INVALID_ID_TYPE.value % (idType), interface=interface)
if id == "":
raise SkyflowError(SkyflowErrorCodes.INVALID_INPUT,
SkyflowErrorMessages.EMPTY_ID_IN_DELETE, interface=interface)
except KeyError:
raise SkyflowError(SkyflowErrorCodes.INVALID_INPUT,
SkyflowErrorMessages.IDS_KEY_ERROR, interface=interface)
try:
for record in records["records"]:
table = record["table"]
if not isinstance(table, str):
tableType = str(type(table))
raise SkyflowError(SkyflowErrorCodes.INVALID_INPUT,
SkyflowErrorMessages.INVALID_TABLE_TYPE.value % (
tableType), interface=interface)
if table == "":
raise SkyflowError(SkyflowErrorCodes.INVALID_INPUT,
SkyflowErrorMessages.EMPTY_TABLE_IN_DELETE, interface=interface)
except KeyError:
raise SkyflowError(SkyflowErrorCodes.INVALID_INPUT,
SkyflowErrorMessages.TABLE_KEY_ERROR, interface=interface)
partial=None
for record in records["records"]:
request_url = self._get_complete_vault_url() + "/" + record["table"] + "/" + record["id"]
response = requests.delete(request_url, headers=headers)
partial,processed_response = deleteProcessResponse(response, records)
if processed_response is not None and processed_response.get('code') == 404:
errors.update({'id': record["id"], 'error': processed_response})
error_list.append(errors)
else:
result_list.append(processed_response)
if result_list:
result.update({'records': result_list})
if errors:
result.update({'errors': error_list})
if partial:
raise SkyflowError(SkyflowErrorCodes.PARTIAL_SUCCESS,
SkyflowErrorMessages.PARTIAL_SUCCESS, result, interface=interface)
else:
log_info(InfoMessages.DELETE_DATA_SUCCESS.value, interface)
return result