|
| 1 | +''' |
| 2 | + Copyright (c) 2022 Skyflow, Inc. |
| 3 | +''' |
| 4 | +import json |
| 5 | +import unittest |
| 6 | +import os |
| 7 | +from unittest import mock |
| 8 | +import requests |
| 9 | +from requests.models import Response |
| 10 | +from skyflow.vault._query import getQueryRequestBody, getQueryResponse |
| 11 | +from skyflow.errors._skyflow_errors import SkyflowError, SkyflowErrorCodes, SkyflowErrorMessages |
| 12 | +from skyflow.vault._client import Client |
| 13 | +from skyflow.vault._config import Configuration, QueryOptions |
| 14 | + |
| 15 | +class TestQuery(unittest.TestCase): |
| 16 | + |
| 17 | + def setUp(self) -> None: |
| 18 | + self.dataPath = os.path.join(os.getcwd(), 'tests/vault/data/') |
| 19 | + query = "SELECT * FROM pii_fields WHERE skyflow_id='3ea3861-x107-40w8-la98-106sp08ea83f'" |
| 20 | + self.data = {"query": query} |
| 21 | + self.mockRequest = {"records": [query]} |
| 22 | + |
| 23 | + self.mockResponse = { |
| 24 | + "records": [ |
| 25 | + { |
| 26 | + "fields": { |
| 27 | + "card_number": "XXXXXXXXXXXX1111", |
| 28 | + "card_pin": "*REDACTED*", |
| 29 | + "cvv": "", |
| 30 | + "expiration_date": "*REDACTED*", |
| 31 | + "expiration_month": "*REDACTED*", |
| 32 | + "expiration_year": "*REDACTED*", |
| 33 | + "name": "a***te", |
| 34 | + "skyflow_id": "3ea3861-x107-40w8-la98-106sp08ea83f", |
| 35 | + "ssn": "XXX-XX-6789", |
| 36 | + "zip_code": None |
| 37 | + }, |
| 38 | + "tokens": None |
| 39 | + } |
| 40 | + ] |
| 41 | + } |
| 42 | + |
| 43 | + self.requestId = '5d5d7e21-c789-9fcc-ba31-2a279d3a28ef' |
| 44 | + |
| 45 | + self.mockApiError = { |
| 46 | + "error": { |
| 47 | + "grpc_code": 13, |
| 48 | + "http_code": 500, |
| 49 | + "message": "ERROR (internal_error): Could not find Notebook Mapping Notebook Name was not found", |
| 50 | + "http_status": "Internal Server Error", |
| 51 | + "details": [] |
| 52 | + } |
| 53 | + } |
| 54 | + |
| 55 | + self.mockFailResponse = { |
| 56 | + "error": { |
| 57 | + "code": 500, |
| 58 | + "description": "ERROR (internal_error): Could not find Notebook Mapping Notebook Name was not found - request id: 5d5d7e21-c789-9fcc-ba31-2a279d3a28ef" |
| 59 | + } |
| 60 | + } |
| 61 | + |
| 62 | + self.queryOptions = QueryOptions() |
| 63 | + |
| 64 | + return super().setUp() |
| 65 | + |
| 66 | + def getDataPath(self, file): |
| 67 | + return self.dataPath + file + '.json' |
| 68 | + |
| 69 | + def testGetQueryRequestBodyWithValidBody(self): |
| 70 | + body = json.loads(getQueryRequestBody(self.data, self.queryOptions)) |
| 71 | + expectedOutput = { |
| 72 | + "query": "SELECT * FROM pii_fields WHERE skyflow_id='3ea3861-x107-40w8-la98-106sp08ea83f'", |
| 73 | + } |
| 74 | + self.assertEqual(body, expectedOutput) |
| 75 | + |
| 76 | + def testGetQueryRequestBodyNoQuery(self): |
| 77 | + invalidData = {"invalidKey": self.data["query"]} |
| 78 | + try: |
| 79 | + getQueryRequestBody(invalidData, self.queryOptions) |
| 80 | + self.fail('Should have thrown an error') |
| 81 | + except SkyflowError as e: |
| 82 | + self.assertEqual(e.code, SkyflowErrorCodes.INVALID_INPUT.value) |
| 83 | + self.assertEqual( |
| 84 | + e.message, SkyflowErrorMessages.QUERY_KEY_ERROR.value) |
| 85 | + |
| 86 | + def testGetQueryRequestBodyInvalidType(self): |
| 87 | + invalidData = {"query": ['SELECT * FROM table_name']} |
| 88 | + try: |
| 89 | + getQueryRequestBody(invalidData, self.queryOptions) |
| 90 | + self.fail('Should have thrown an error') |
| 91 | + except SkyflowError as e: |
| 92 | + self.assertEqual(e.code, SkyflowErrorCodes.INVALID_INPUT.value) |
| 93 | + self.assertEqual( |
| 94 | + e.message, SkyflowErrorMessages.INVALID_QUERY_TYPE.value % (str(type(invalidData["query"])))) |
| 95 | + |
| 96 | + def testGetQueryRequestBodyEmptyBody(self): |
| 97 | + invalidData = {"query": ''} |
| 98 | + try: |
| 99 | + getQueryRequestBody(invalidData, self.queryOptions) |
| 100 | + self.fail('Should have thrown an error') |
| 101 | + except SkyflowError as e: |
| 102 | + self.assertEqual(e.code, SkyflowErrorCodes.INVALID_INPUT.value) |
| 103 | + self.assertEqual( |
| 104 | + e.message, SkyflowErrorMessages.EMPTY_QUERY.value) |
| 105 | + |
| 106 | + def testGetQueryValidResponse(self): |
| 107 | + response = Response() |
| 108 | + response.status_code = 200 |
| 109 | + response._content = b'{"key": "value"}' |
| 110 | + try: |
| 111 | + responseDict = getQueryResponse(response) |
| 112 | + self.assertDictEqual(responseDict, {'key': 'value'}) |
| 113 | + except SkyflowError as e: |
| 114 | + self.fail() |
| 115 | + |
| 116 | + def testClientInit(self): |
| 117 | + config = Configuration( |
| 118 | + 'vaultid', 'https://skyflow.com', lambda: 'test') |
| 119 | + client = Client(config) |
| 120 | + self.assertEqual(client.vaultURL, 'https://skyflow.com') |
| 121 | + self.assertEqual(client.vaultID, 'vaultid') |
| 122 | + self.assertEqual(client.tokenProvider(), 'test') |
| 123 | + |
| 124 | + def testGetQueryResponseSuccessInvalidJson(self): |
| 125 | + invalid_response = Response() |
| 126 | + invalid_response.status_code = 200 |
| 127 | + invalid_response._content = b'invalid-json' |
| 128 | + try: |
| 129 | + getQueryResponse(invalid_response) |
| 130 | + self.fail('not failing on invalid json') |
| 131 | + except SkyflowError as se: |
| 132 | + self.assertEqual(se.code, 200) |
| 133 | + self.assertEqual( |
| 134 | + se.message, SkyflowErrorMessages.RESPONSE_NOT_JSON.value % 'invalid-json') |
| 135 | + |
| 136 | + def testGetQueryResponseFailInvalidJson(self): |
| 137 | + invalid_response = mock.Mock( |
| 138 | + spec=requests.Response, |
| 139 | + status_code=404, |
| 140 | + content=b'error' |
| 141 | + ) |
| 142 | + invalid_response.raise_for_status.side_effect = requests.exceptions.HTTPError("Not found") |
| 143 | + try: |
| 144 | + getQueryResponse(invalid_response) |
| 145 | + self.fail('Not failing on invalid error json') |
| 146 | + except SkyflowError as se: |
| 147 | + self.assertEqual(se.code, 404) |
| 148 | + self.assertEqual( |
| 149 | + se.message, SkyflowErrorMessages.RESPONSE_NOT_JSON.value % 'error') |
| 150 | + |
| 151 | + def testGetQueryResponseFail(self): |
| 152 | + response = mock.Mock( |
| 153 | + spec=requests.Response, |
| 154 | + status_code=500, |
| 155 | + content=json.dumps(self.mockApiError).encode('utf-8') |
| 156 | + ) |
| 157 | + response.headers = {"x-request-id": self.requestId} |
| 158 | + response.raise_for_status.side_effect = requests.exceptions.HTTPError("Server Error") |
| 159 | + try: |
| 160 | + getQueryResponse(response) |
| 161 | + self.fail('not throwing exception when error code is 500') |
| 162 | + except SkyflowError as e: |
| 163 | + self.assertEqual(e.code, 500) |
| 164 | + self.assertEqual(e.message, SkyflowErrorMessages.SERVER_ERROR.value) |
| 165 | + self.assertDictEqual(e.data, self.mockFailResponse) |
| 166 | + |
| 167 | + def testQueryInvalidToken(self): |
| 168 | + config = Configuration('id', 'url', lambda: 'invalid-token') |
| 169 | + try: |
| 170 | + Client(config).query({'query': 'SELECT * FROM table_name'}) |
| 171 | + self.fail() |
| 172 | + except SkyflowError as e: |
| 173 | + self.assertEqual(e.code, SkyflowErrorCodes.INVALID_INPUT.value) |
| 174 | + self.assertEqual( |
| 175 | + e.message, SkyflowErrorMessages.TOKEN_PROVIDER_INVALID_TOKEN.value) |
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