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|
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License
import io
import json
import os
import uuid
from pathlib import Path
from unittest.mock import patch
import pytest
import responses
from azure.kusto.data.data_format import DataFormat
from azure.kusto.ingest import QueuedIngestClient, IngestionProperties, IngestionStatus, _resource_manager
from azure.kusto.ingest.exceptions import KustoInvalidEndpointError, KustoQueueError
from azure.kusto.ingest.managed_streaming_ingest_client import ManagedStreamingIngestClient
pandas_installed = False
try:
import pandas
pandas_installed = True
except:
pass
UUID_REGEX = "[0-9a-f]{8}-[0-9a-f]{4}-4[0-9a-f]{3}-[89ab][0-9a-f]{3}-[0-9a-f]{12}"
BLOB_NAME_REGEX = "database__table__" + UUID_REGEX + "__dataset.csv.gz"
BLOB_URL_REGEX = "https://storageaccount.blob.core.windows.net/tempstorage/database__table__" + UUID_REGEX + "__dataset.csv.gz[?]sas"
STORAGE_QUEUE_URL = "https://storageaccount.queue.core.windows.net/readyforaggregation-secured?sp=rl&st=2020-05-20T13:38:37Z&se=2020-05-21T13:38:37Z&sv=2019-10-10&sr=c&sig=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
TEMP_STORAGE_URL = "https://storageaccount.blob.core.windows.net/tempstorage?sp=rl&st=2020-05-20T13:38:37Z&se=2020-05-21T13:38:37Z&sv=2019-10-10&sr=c&sig=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
TEMP_STORAGE2_URL = "https://storageaccount2.blob.core.windows.net/tempstorage2?sp=2"
TEMP_STORAGE3_URL = "https://storageaccount2.blob.core.windows.net/tempstorage2?sp=3"
TEMP_STORAGE4_URL = "https://storageaccount2.blob.core.windows.net/tempstorage2?sp=4"
TEMP_STORAGE5_URL = "https://storageaccount2.blob.core.windows.net/tempstorage2?sp=5"
TEMP_STORAGE6_URL = "https://storageaccount3.blob.core.windows.net/tempstorage3?sp=6"
TEMP_STORAGE7_URL = "https://storageaccount3.blob.core.windows.net/tempstorage3?sp=7"
TEMP_STORAGE8_URL = "https://storageaccount3.blob.core.windows.net/tempstorage3?sp=8"
TEMP_STORAGE9_URL = "https://storageaccount3.blob.core.windows.net/tempstorage4?sp=9"
STORAGE_QUEUE2_URL = "https://storageaccount3.queue.core.windows.net/readyforaggregation-secured?2"
STORAGE_QUEUE3_URL = "https://storageaccount3.queue.core.windows.net/readyforaggregation-secured?3"
STORAGE_QUEUE4_URL = "https://storageaccount2.queue.core.windows.net/readyforaggregation-secured?4"
STORAGE_QUEUE5_URL = "https://storageaccount2.queue.core.windows.net/readyforaggregation-secured?5"
def request_callback_throw_transient(request):
response_status = 400
response_body = {
"error": {
"code": "BadRequest",
"message": "Request is invalid and cannot be executed.",
"@type": "Kusto.Common.Svc.Exceptions.AdminCommandWrongEndpointException",
"@message": "Cannot get ingestion resources from this service endpoint. The appropriate endpoint is most likely "
"'https://ingest-somecluster.kusto.windows.net/'.",
"@context": {
"timestamp": "2021-10-12T06:05:35.6602087Z",
"serviceAlias": "SomeCluster",
"machineName": "KEngine000000",
"processName": "Kusto.WinSvc.Svc",
"processId": 2648,
"threadId": 472,
"appDomainName": "Kusto.WinSvc.Svc.exe",
"clientRequestId": "KPC.execute;a3dfb878-9d2b-49d6-89a5-e9b3a9f1f674",
"activityId": "87eb8fc9-78b3-4580-bcc8-6c90482f9118",
"subActivityId": "bbfb038b-4467-4f96-afd4-945904fc6278",
"activityType": "DN.AdminCommand.IngestionResourcesGetCommand",
"parentActivityId": "00e678e9-4204-4143-8c94-6afd94c27430",
"activityStack": "(Activity stack: CRID=KPC.execute;a3dfb878-9d2b-49d6-89a5-e9b3a9f1f674 ARID=87eb8fc9-78b3-4580-bcc8-6c90482f9118 > DN.Admin.Client.ExecuteControlCommand/833dfb85-5d67-44b7-882d-eb2283e65780 > P.WCF.Service.ExecuteControlCommand..IInterNodeCommunicationAdminContract/3784e74f-1d89-4c15-adef-0a360c4c431e > DN.FE.ExecuteControlCommand/00e678e9-4204-4143-8c94-6afd94c27430 > DN.AdminCommand.IngestionResourcesGetCommand/bbfb038b-4467-4f96-afd4-945904fc6278)",
},
"@permanent": False,
}
}
return response_status, {}, json.dumps(response_body)
def request_callback(request):
body = json.loads(request.body.decode()) if type(request.body) == bytes else json.loads(request.body)
response_status = 400
response_headers = dict()
response_body = {}
if ".get ingestion resources" in body["csl"]:
response_status = 200
response_body = {
"Tables": [
{
"TableName": "Table_0",
"Columns": [{"ColumnName": "ResourceTypeName", "DataType": "String"}, {"ColumnName": "StorageRoot", "DataType": "String"}],
"Rows": [
[
"SecuredReadyForAggregationQueue",
STORAGE_QUEUE_URL,
],
[
"SecuredReadyForAggregationQueue",
STORAGE_QUEUE_URL,
],
[
"SecuredReadyForAggregationQueue",
STORAGE_QUEUE_URL,
],
[
"SecuredReadyForAggregationQueue",
STORAGE_QUEUE_URL,
],
[
"SecuredReadyForAggregationQueue",
STORAGE_QUEUE_URL,
],
[
"FailedIngestionsQueue",
"https://storageaccount.queue.core.windows.net/failedingestions?sp=rl&st=2020-05-20T13:38:37Z&se=2020-05-21T13:38:37Z&sv=2019-10-10&sr=c&sig=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
],
[
"SuccessfulIngestionsQueue",
"https://storageaccount.queue.core.windows.net/successfulingestions?sp=rl&st=2020-05-20T13:38:37Z&se=2020-05-21T13:38:37Z&sv=2019-10-10&sr=c&sig=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
],
[
"TempStorage",
TEMP_STORAGE_URL,
],
[
"TempStorage",
TEMP_STORAGE_URL,
],
[
"TempStorage",
TEMP_STORAGE_URL,
],
[
"TempStorage",
TEMP_STORAGE_URL,
],
[
"TempStorage",
TEMP_STORAGE_URL,
],
[
"IngestionsStatusTable",
"https://storageaccount.table.core.windows.net/ingestionsstatus?sp=rl&st=2020-05-20T13:38:37Z&se=2020-05-21T13:38:37Z&sv=2019-10-10&sr=c&sig=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
],
],
}
]
}
if ".get kusto identity token" in body["csl"]:
response_status = 200
response_body = {
"Tables": [{"TableName": "Table_0", "Columns": [{"ColumnName": "AuthorizationContext", "DataType": "String"}], "Rows": [["authorization_context"]]}]
}
return response_status, response_headers, json.dumps(response_body)
def request_callback_check_retries(request):
body = json.loads(request.body.decode()) if type(request.body) == bytes else json.loads(request.body)
response_status = 400
response_headers = dict()
response_body = {}
if ".get ingestion resources" in body["csl"]:
response_status = 200
response_body = {
"Tables": [
{
"TableName": "Table_0",
"Columns": [{"ColumnName": "ResourceTypeName", "DataType": "String"}, {"ColumnName": "StorageRoot", "DataType": "String"}],
"Rows": [
[
"SecuredReadyForAggregationQueue",
STORAGE_QUEUE2_URL,
],
[
"SecuredReadyForAggregationQueue",
STORAGE_QUEUE3_URL,
],
[
"SecuredReadyForAggregationQueue",
STORAGE_QUEUE_URL,
],
[
"SecuredReadyForAggregationQueue",
STORAGE_QUEUE4_URL,
],
[
"SecuredReadyForAggregationQueue",
STORAGE_QUEUE5_URL,
],
[
"FailedIngestionsQueue",
"https://storageaccount.queue.core.windows.net/failedingestions?sp=rl&st=2020-05-20T13:38:37Z&se=2020-05-21T13:38:37Z&sv=2019-10-10&sr=c&sig=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
],
[
"SuccessfulIngestionsQueue",
"https://storageaccount.queue.core.windows.net/successfulingestions?sp=rl&st=2020-05-20T13:38:37Z&se=2020-05-21T13:38:37Z&sv=2019-10-10&sr=c&sig=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
],
[
"TempStorage",
TEMP_STORAGE_URL,
],
[
"TempStorage",
TEMP_STORAGE2_URL,
],
[
"TempStorage",
TEMP_STORAGE3_URL,
],
[
"TempStorage",
TEMP_STORAGE4_URL,
],
[
"TempStorage",
TEMP_STORAGE5_URL,
],
[
"TempStorage",
TEMP_STORAGE6_URL,
],
[
"IngestionsStatusTable",
"https://storageaccount.table.core.windows.net/ingestionsstatus?sp=rl&st=2020-05-20T13:38:37Z&se=2020-05-21T13:38:37Z&sv=2019-10-10&sr=c&sig=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
],
],
}
]
}
if ".get kusto identity token" in body["csl"]:
response_status = 200
response_body = {
"Tables": [{"TableName": "Table_0", "Columns": [{"ColumnName": "AuthorizationContext", "DataType": "String"}], "Rows": [["authorization_context"]]}]
}
return response_status, response_headers, json.dumps(response_body)
def request_callback_all_retries_failed(request):
body = json.loads(request.body.decode()) if type(request.body) == bytes else json.loads(request.body)
response_status = 400
response_headers = dict()
response_body = {}
if ".get ingestion resources" in body["csl"]:
response_status = 200
response_body = {
"Tables": [
{
"TableName": "Table_0",
"Columns": [{"ColumnName": "ResourceTypeName", "DataType": "String"}, {"ColumnName": "StorageRoot", "DataType": "String"}],
"Rows": [
[
"SecuredReadyForAggregationQueue",
STORAGE_QUEUE2_URL,
],
[
"FailedIngestionsQueue",
"https://storageaccount.queue.core.windows.net/failedingestions?sp=rl&st=2020-05-20T13:38:37Z&se=2020-05-21T13:38:37Z&sv=2019-10-10&sr=c&sig=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
],
[
"SuccessfulIngestionsQueue",
"https://storageaccount.queue.core.windows.net/successfulingestions?sp=rl&st=2020-05-20T13:38:37Z&se=2020-05-21T13:38:37Z&sv=2019-10-10&sr=c&sig=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
],
[
"TempStorage",
TEMP_STORAGE6_URL,
],
[
"IngestionsStatusTable",
"https://storageaccount.table.core.windows.net/ingestionsstatus?sp=rl&st=2020-05-20T13:38:37Z&se=2020-05-21T13:38:37Z&sv=2019-10-10&sr=c&sig=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
],
],
}
]
}
if ".get kusto identity token" in body["csl"]:
response_status = 200
response_body = {
"Tables": [{"TableName": "Table_0", "Columns": [{"ColumnName": "AuthorizationContext", "DataType": "String"}], "Rows": [["authorization_context"]]}]
}
return response_status, response_headers, json.dumps(response_body)
def request_callback_containers(request):
body = json.loads(request.body.decode()) if type(request.body) == bytes else json.loads(request.body)
response_headers = dict()
if ".get ingestion resources" in body["csl"]:
response_status = 200
response_body = {
"Tables": [
{
"TableName": "Table_0",
"Columns": [{"ColumnName": "ResourceTypeName", "DataType": "String"}, {"ColumnName": "StorageRoot", "DataType": "String"}],
"Rows": [
[
"TempStorage",
TEMP_STORAGE2_URL,
],
[
"TempStorage",
TEMP_STORAGE3_URL,
],
[
"TempStorage",
TEMP_STORAGE6_URL,
],
[
"TempStorage",
TEMP_STORAGE7_URL,
],
],
}
]
}
return response_status, response_headers, json.dumps(response_body)
def request_error_callback(request):
body = json.loads(request.body.decode()) if type(request.body) == bytes else json.loads(request.body)
response_status = 400
response_headers = dict()
response_body = {}
if ".get ingestion resources" in body["csl"]:
response_status = 400
response_body = {
"error": {
"code": "BadRequest",
"message": "Request is invalid and cannot be executed.",
"@type": "Kusto.Common.Svc.Exceptions.AdminCommandWrongEndpointException",
"@message": "Cannot get ingestion resources from this service endpoint. The appropriate endpoint is most likely "
"'https://ingest-somecluster.kusto.windows.net/'.",
"@context": {
"timestamp": "2021-10-12T06:05:35.6602087Z",
"serviceAlias": "SomeCluster",
"machineName": "KEngine000000",
"processName": "Kusto.WinSvc.Svc",
"processId": 2648,
"threadId": 472,
"appDomainName": "Kusto.WinSvc.Svc.exe",
"clientRequestId": "KPC.execute;a3dfb878-9d2b-49d6-89a5-e9b3a9f1f674",
"activityId": "87eb8fc9-78b3-4580-bcc8-6c90482f9118",
"subActivityId": "bbfb038b-4467-4f96-afd4-945904fc6278",
"activityType": "DN.AdminCommand.IngestionResourcesGetCommand",
"parentActivityId": "00e678e9-4204-4143-8c94-6afd94c27430",
"activityStack": "(Activity stack: CRID=KPC.execute;a3dfb878-9d2b-49d6-89a5-e9b3a9f1f674 ARID=87eb8fc9-78b3-4580-bcc8-6c90482f9118 > DN.Admin.Client.ExecuteControlCommand/833dfb85-5d67-44b7-882d-eb2283e65780 > P.WCF.Service.ExecuteControlCommand..IInterNodeCommunicationAdminContract/3784e74f-1d89-4c15-adef-0a360c4c431e > DN.FE.ExecuteControlCommand/00e678e9-4204-4143-8c94-6afd94c27430 > DN.AdminCommand.IngestionResourcesGetCommand/bbfb038b-4467-4f96-afd4-945904fc6278)",
},
"@permanent": True,
}
}
if ".show version" in body["csl"]:
response_status = 200
response_body = {
"Tables": [
{
"TableName": "Table_0",
"Columns": [
{"ColumnName": "BuildVersion", "DataType": "String"},
{"ColumnName": "BuildTime", "DataType": "DateTime"},
{"ColumnName": "ServiceType", "DataType": "String"},
{"ColumnName": "ProductVersion", "DataType": "String"},
],
"Rows": [["1.0.0.0", "2000-01-01T00:00:00Z", "Engine", "2020-09-07 12-09-22"]],
}
]
}
return response_status, response_headers, json.dumps(response_body)
def assert_queued_upload(mock_put_message_in_queue, mock_upload_blob_from_stream, expected_url: str, check_raw_data: bool = True, format: str = "csv"):
# mock_put_message_in_queue
assert mock_put_message_in_queue.call_count == 1
put_message_in_queue_mock_kwargs = mock_put_message_in_queue.call_args_list[0][1]
queued_message_json = json.loads(put_message_in_queue_mock_kwargs["content"])
# mock_upload_blob_from_stream
# not checking the query string because it can change order, just checking it's there
assert queued_message_json["BlobPath"].startswith(expected_url) is True
assert len(queued_message_json["BlobPath"]) > len(expected_url)
assert queued_message_json["DatabaseName"] == "database"
assert queued_message_json["IgnoreSizeLimit"] is False
assert queued_message_json["AdditionalProperties"]["format"] == format
assert queued_message_json["FlushImmediately"] is False
assert queued_message_json["TableName"] == "table"
if check_raw_data:
assert queued_message_json["RawDataSize"] > 0
assert queued_message_json["RetainBlobOnSuccess"] is True
if mock_upload_blob_from_stream is not None:
upload_blob_kwargs = mock_upload_blob_from_stream.call_args_list[0][1]
assert issubclass(type(upload_blob_kwargs["data"]), io.BufferedIOBase)
@pytest.fixture(params=[QueuedIngestClient, ManagedStreamingIngestClient])
def ingest_client_class(request):
if request.param == ManagedStreamingIngestClient:
return ManagedStreamingIngestClient
return request.param
class TestQueuedIngestClient:
MOCKED_UUID_4 = uuid.UUID("11111111-1111-1111-1111-111111111111")
MOCKED_PID = 64
MOCKED_TIME = 100
@responses.activate
@patch(
"azure.kusto.ingest.managed_streaming_ingest_client.ManagedStreamingIngestClient.MAX_STREAMING_SIZE_IN_BYTES", new=0
) # Trick to always fallback to queued ingest
@patch("azure.kusto.data.security._AadHelper.acquire_authorization_header", return_value=None)
@patch("azure.storage.blob.BlobClient.upload_blob")
@patch("azure.storage.queue.QueueClient.send_message")
@patch("uuid.uuid4", return_value=MOCKED_UUID_4)
def test_sanity_ingest_from_file(self, mock_uuid, mock_put_message_in_queue, mock_upload_blob_from_stream, mock_aad, ingest_client_class):
responses.add_callback(
responses.POST, "https://ingest-somecluster.kusto.windows.net/v1/rest/mgmt", callback=request_callback, content_type="application/json"
)
ingest_client = ingest_client_class("https://ingest-somecluster.kusto.windows.net")
ingestion_properties = IngestionProperties(database="database", table="table", data_format=DataFormat.CSV)
# ensure test can work when executed from within directories
current_dir = os.getcwd()
path_parts = ["azure-kusto-ingest", "tests", "input", "dataset.csv"]
missing_path_parts = []
for path_part in path_parts:
if path_part not in current_dir:
missing_path_parts.append(path_part)
file_path = os.path.join(current_dir, *missing_path_parts)
result = ingest_client.ingest_from_file(file_path, ingestion_properties=ingestion_properties)
assert result.status == IngestionStatus.QUEUED
assert_queued_upload(
mock_put_message_in_queue,
mock_upload_blob_from_stream,
"https://storageaccount.blob.core.windows.net/tempstorage/database__table__11111111-1111-1111-1111-111111111111__dataset.csv.gz?",
)
ingest_client.close()
@responses.activate
@patch(
"azure.kusto.ingest.managed_streaming_ingest_client.ManagedStreamingIngestClient.MAX_STREAMING_SIZE_IN_BYTES", new=0
) # Trick to always fallback to queued ingest
@patch("azure.kusto.data.security._AadHelper.acquire_authorization_header", return_value=None)
@patch("azure.storage.blob.BlobClient.upload_blob")
@patch("azure.storage.queue.QueueClient.send_message")
def test_sanity_ingest_from_file_when_different_storage_accounts(
self, mock_put_message_in_queue, mock_upload_blob_from_stream, mock_aad, ingest_client_class
):
responses.add_callback(
responses.POST,
"https://ingest-somecluster.kusto.windows.net/v1/rest/mgmt",
callback=request_callback_check_retries,
content_type="application/json",
)
ingest_client = ingest_client_class("https://ingest-somecluster.kusto.windows.net")
ingestion_properties = IngestionProperties(database="database", table="table", data_format=DataFormat.CSV)
# ensure test can work when executed from within directories
current_dir = os.getcwd()
path_parts = ["azure-kusto-ingest", "tests", "input", "dataset.csv"]
missing_path_parts = []
for path_part in path_parts:
if path_part not in current_dir:
missing_path_parts.append(path_part)
file_path = os.path.join(current_dir, *missing_path_parts)
result = ingest_client.ingest_from_file(file_path, ingestion_properties=ingestion_properties)
assert result.status == IngestionStatus.QUEUED
assert_queued_upload(
mock_put_message_in_queue,
mock_upload_blob_from_stream,
"https://storageaccount",
)
ingest_client.close()
@responses.activate
@pytest.mark.skipif(not pandas_installed, reason="requires pandas")
@patch("azure.kusto.ingest.managed_streaming_ingest_client.ManagedStreamingIngestClient.MAX_STREAMING_SIZE_IN_BYTES", new=0)
@patch("azure.storage.blob.BlobClient.upload_blob")
@patch("azure.storage.queue.QueueClient.send_message")
@patch("uuid.uuid4", return_value=MOCKED_UUID_4)
@patch("time.time", return_value=MOCKED_TIME)
@patch("os.getpid", return_value=MOCKED_PID)
def test_simple_ingest_from_dataframe(self, mock_pid, mock_time, mock_uuid, mock_put_message_in_queue, mock_upload_blob_from_stream, ingest_client_class):
responses.add_callback(
responses.POST, "https://ingest-somecluster.kusto.windows.net/v1/rest/mgmt", callback=request_callback, content_type="application/json"
)
ingest_client = ingest_client_class("https://ingest-somecluster.kusto.windows.net")
ingestion_properties = IngestionProperties(database="database", table="table")
from pandas import DataFrame
fields = ["id", "name", "value"]
rows = [[1, "abc", 15.3], [2, "cde", 99.9]]
df = DataFrame(data=rows, columns=fields)
result = ingest_client.ingest_from_dataframe(df, ingestion_properties=ingestion_properties)
assert result.status == IngestionStatus.QUEUED
expected_url = "https://storageaccount.blob.core.windows.net/tempstorage/database__table__11111111-1111-1111-1111-111111111111__df_{0}_100_11111111-1111-1111-1111-111111111111.json.gz?".format(
id(df)
)
assert_queued_upload(mock_put_message_in_queue, mock_upload_blob_from_stream, expected_url, format="json")
@responses.activate
@patch("azure.kusto.ingest.managed_streaming_ingest_client.ManagedStreamingIngestClient.MAX_STREAMING_SIZE_IN_BYTES", new=0)
@patch("azure.kusto.data.security._AadHelper.acquire_authorization_header", return_value=None)
@patch("azure.storage.blob.BlobClient.upload_blob")
@patch("azure.storage.queue.QueueClient.send_message")
@patch("uuid.uuid4", return_value=MOCKED_UUID_4)
def test_sanity_ingest_from_stream(self, mock_uuid, mock_put_message_in_queue, mock_upload_blob_from_stream, mock_aad, ingest_client_class):
responses.add_callback(
responses.POST, "https://ingest-somecluster.kusto.windows.net/v1/rest/mgmt", callback=request_callback, content_type="application/json"
)
ingest_client = ingest_client_class("https://ingest-somecluster.kusto.windows.net")
ingestion_properties = IngestionProperties(database="database", table="table", data_format=DataFormat.CSV)
# ensure test can work when executed from within directories
current_dir = os.getcwd()
path_parts = ["azure-kusto-ingest", "tests", "input", "dataset.csv"]
missing_path_parts = []
for path_part in path_parts:
if path_part not in current_dir:
missing_path_parts.append(path_part)
file_path = os.path.join(current_dir, *missing_path_parts)
result = ingest_client.ingest_from_stream(io.StringIO(Path(file_path).read_text()), ingestion_properties=ingestion_properties)
assert result.status == IngestionStatus.QUEUED
assert_queued_upload(
mock_put_message_in_queue,
mock_upload_blob_from_stream,
"https://storageaccount.blob.core.windows.net/tempstorage/database__table__11111111-1111-1111-1111-111111111111__stream.gz?",
check_raw_data=False,
)
@responses.activate
def test_containers(self):
responses.add_callback(
responses.POST, "https://ingest-somecluster.kusto.windows.net/v1/rest/mgmt", callback=request_callback_containers, content_type="application/json"
)
kustoClient = _resource_manager.KustoClient("https://ingest-somecluster.kusto.windows.net")
ResourceManager = _resource_manager._ResourceManager(kustoClient)
containers_selected_with_round_robin = ResourceManager.get_containers()
# Verify correct number of containers
assert len(containers_selected_with_round_robin) == 4
# Verify correct distribution of containers
assert containers_selected_with_round_robin[0].storage_account_name == containers_selected_with_round_robin[2].storage_account_name
assert containers_selected_with_round_robin[1].storage_account_name == containers_selected_with_round_robin[3].storage_account_name
assert containers_selected_with_round_robin[1].storage_account_name != containers_selected_with_round_robin[2].storage_account_name
@responses.activate
@patch(
"azure.kusto.ingest.managed_streaming_ingest_client.ManagedStreamingIngestClient.MAX_STREAMING_SIZE_IN_BYTES", new=0
) # Trick to always fallback to queued ingest
@patch("azure.kusto.data.security._AadHelper.acquire_authorization_header", return_value=None)
@patch("azure.storage.blob.BlobClient.upload_blob")
def test_queue_all_retries_failed(self, mock_upload_blob_from_stream, mock_aad, ingest_client_class):
responses.add_callback(
responses.POST,
"https://ingest-somecluster.kusto.windows.net/v1/rest/mgmt",
callback=request_callback_all_retries_failed,
content_type="application/json",
)
ingest_client = ingest_client_class("https://ingest-somecluster.kusto.windows.net")
ingestion_properties = IngestionProperties(database="database", table="table", data_format=DataFormat.CSV)
# ensure test can work when executed from within directories
current_dir = os.getcwd()
path_parts = ["azure-kusto-ingest", "tests", "input", "dataset.csv"]
missing_path_parts = []
for path_part in path_parts:
if path_part not in current_dir:
missing_path_parts.append(path_part)
file_path = os.path.join(current_dir, *missing_path_parts)
with pytest.raises(KustoQueueError):
ingest_client.ingest_from_file(file_path, ingestion_properties=ingestion_properties)
ingest_client.close()
def test_client_uri_from_query_endpoint(self):
client = QueuedIngestClient("https://somecluster.kusto.windows.net")
assert client._connection_datasource == "https://ingest-somecluster.kusto.windows.net", "Client URI was not extracted correctly from query endpoint"
assert client._resource_manager._kusto_client._kusto_cluster == "https://ingest-somecluster.kusto.windows.net/"
def test_client_uri_from_ingestion_endpoint(self):
client = QueuedIngestClient("https://ingest-somecluster.kusto.windows.net")
assert client._connection_datasource == "https://ingest-somecluster.kusto.windows.net", "Client URI was not extracted correctly from query endpoint"
assert client._resource_manager._kusto_client._kusto_cluster == "https://ingest-somecluster.kusto.windows.net/"
def test_from_ingestion_endpoint_reserved_hostname(self):
client = QueuedIngestClient("https://localhost:8080")
assert client._connection_datasource == "https://localhost:8080", "Client URI was not extracted correctly from query endpoint"
assert client._resource_manager._kusto_client._kusto_cluster == "https://localhost:8080/"
client = QueuedIngestClient("https://192.168.14.4")
assert client._connection_datasource == "https://192.168.14.4", "Client URI was not extracted correctly from query endpoint"
assert client._resource_manager._kusto_client._kusto_cluster == "https://192.168.14.4/"
client = QueuedIngestClient("https://onebox.dev.kusto.windows.net")
assert client._connection_datasource == "https://onebox.dev.kusto.windows.net", "Client URI was not extracted correctly from query endpoint"
assert client._resource_manager._kusto_client._kusto_cluster == "https://onebox.dev.kusto.windows.net/"
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