feat(sdk): migrate unit test from urllib3-mock to MagicMock (caraml-dev#405)

* feat: run sdk unit test for python 3.9-3.12

* chore: adjust dependency to support python 3.11++

* feat: adjust test_list_jobs

* feat: adjust test_submit_job and create fixture for active project magic mock

* feat: adjust test_fetch_job

* feat: adjust test_terminate_job

* feat: adjust test_list_images

* feat: adjust test_create_image

* feat: adjust test_list_ensemblers

* feat: adjust test_create_ensembler

* chore: remove unnecessary context manager

* feat: adjust test_update_ensembler

* feat: refactor magic mock for mlflow and gcs to fixtures

* feat: adjust test_update_ensembler_existing_router_version

* feat: adjust test_update_ensembler_existing_job

* feat: adjust test_delete_ensembler

* feat: remove unused fixtures

* feat: adjust test_list_projects

* feat: adjust test_create_version

* feat: adjust test_list_routers

* feat: adjust test_create_router

* feat: adjust test_delete_router

* feat: adjust test_get_router

* feat: adjust test_update_router

* feat: adjust test_deploy_router

* feat: adjust test_undeploy_router

* feat: adjust test_list_versions

* feat: adjust test_get_version

* feat: adjust test_get_version_config

* feat: adjust test_delete_version

* feat: adjust test_deploy_version

* feat: adjust test_get_events_list

* feat: adjust test_wait_for_status

* feat: adjust test_wait_for_version_status

* chore: try to upgrade setuptools version

* feat: bump numpy version to support python 3.9 - 3.12

* chore: install wheel

* chore: adjust numpy version

* feat: bump python version used by publish CI

---------

Co-authored-by: Muhammad Naufal Andika Natsir Putra <muhammad.putra@gojek.com>

Author: naufalandika

.github/workflows/sdk.yaml

@@ -25,7 +25,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ["3.8", "3.9", "3.10"]
+        python-version: ["3.9", "3.10", "3.11", "3.12"]
 
     defaults:
       run:
@@ -92,7 +92,7 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v5
         with:
-          python-version: 3.8
+          python-version: 3.11
           cache: pip
           cache-dependency-path: |
             sdk/requirements.txt

sdk/Makefile

@@ -1,6 +1,7 @@
 .PHONY: setup
 setup:
-	pip install -r requirements.txt -r requirements.dev.txt
+	@pip install "setuptools>=64,<75" "wheel"
+	@pip install -r requirements.txt -r requirements.dev.txt
 
 .PHONY: gen-client
 gen-client:

sdk/requirements.txt

@@ -3,13 +3,11 @@ deprecation==2.1.0
 fire
 google-cloud-storage>=1.19.0
 mlflow>=1.26.1,<2.0.0
-# Numpy >= v1.24.0 is incompatible with our pinned versions of mlflow due to the deprecation of several common numpy
-# aliases (see the last bullet point here: https://numpy.org/doc/stable/release/1.24.0-notes.html#expired-deprecations).
-numpy<1.24.0
 pandas
 protobuf>=3.12.0,<5.0.0 # Determined by the mlflow dependency
 python_dateutil>=2.5.3
 requests
 urllib3>=1.25.3
-caraml-auth-google==0.0.0.post7
+caraml-auth-google==0.0.0.post16.dev0
 PyPrind>=2.11.2
+numpy>=1.26.0

sdk/tests/batch/job_test.py

@@ -1,12 +1,14 @@
+import json
 import os
+from unittest.mock import MagicMock, patch
+
 import pytest
 from tests import utc_date
+import tests
 import turing
 import turing.batch
 import turing.batch.config
-from urllib3_mock import Responses
 
-responses = Responses("requests.packages.urllib3")
 data_dir = os.path.join(os.path.dirname(__file__), "../testdata/api_responses")
 
 with open(os.path.join(data_dir, "list_jobs_0000.json")) as f:
@@ -18,13 +20,6 @@
 with open(os.path.join(data_dir, "get_job_0000.json")) as f:
     get_job_0000 = f.read()
 
-
-@pytest.fixture(scope="module", name="responses")
-def _responses():
-    return responses
-
-
-@responses.activate
 @pytest.mark.parametrize(
     "api_response, expected",
     [
@@ -62,36 +57,37 @@ def _responses():
     ],
 )
 def test_list_jobs(
-    turing_api, active_project, api_response, expected, use_google_oauth
+    turing_api, project, api_response, expected, use_google_oauth, active_project_magic_mock
 ):
-    turing.set_url(turing_api, use_google_oauth)
-    turing.set_project(active_project.name)
-
-    responses.add(
-        method="GET",
-        url=f"/v1/projects/{active_project.id}/jobs?"
+    with patch("urllib3.PoolManager.request") as mock_request:
+        turing.set_url(turing_api, use_google_oauth)
+        
+        mock_request.return_value = active_project_magic_mock
+        turing.set_project(project.name)
+        
+        mock_response = MagicMock()
+        mock_response.method = "GET"
+        mock_response.status = 200
+        mock_response.path = f"/v1/projects/{project.id}/jobs?"
         f"status={turing.batch.EnsemblingJobStatus.PENDING.value}&"
-        f"status={turing.batch.EnsemblingJobStatus.RUNNING.value}",
-        body=api_response,
-        match_querystring=True,
-        status=200,
-        content_type="application/json",
-    )
-
-    actual = turing.batch.EnsemblingJob.list(
-        status=[
-            turing.batch.EnsemblingJobStatus.PENDING,
-            turing.batch.EnsemblingJobStatus.RUNNING,
-        ]
-    )
-
-    assert len(actual) == len(expected)
+        f"status={turing.batch.EnsemblingJobStatus.RUNNING.value}"
+        mock_response.data = api_response.encode('utf-8')
+        mock_response.getheader.return_value = 'application/json'
+        
+        mock_request.return_value = mock_response
 
-    for actual, expected in zip(actual, expected):
-        assert actual == expected
+        actual = turing.batch.EnsemblingJob.list(
+            status=[
+                turing.batch.EnsemblingJobStatus.PENDING,
+                turing.batch.EnsemblingJobStatus.RUNNING,
+            ]
+        )
 
+        assert len(actual) == len(expected)
 
-@responses.activate
+        for actual, expected in zip(actual, expected):
+            assert actual == expected
+            
 @pytest.mark.parametrize(
     "api_response, expected",
     [
@@ -112,31 +108,34 @@ def test_list_jobs(
 )
 def test_submit_job(
     turing_api,
-    active_project,
+    project,
     ensembling_job_config,
     api_response,
     expected,
     use_google_oauth,
+    active_project_magic_mock
 ):
-    turing.set_url(turing_api, use_google_oauth)
-    turing.set_project(active_project.name)
+    with patch("urllib3.PoolManager.request") as mock_request:
+        turing.set_url(turing_api, use_google_oauth)
 
-    responses.add(
-        method="POST",
-        url=f"/v1/projects/{active_project.id}/jobs",
-        body=api_response,
-        status=201,
-        content_type="application/json",
-    )
+        mock_request.return_value = active_project_magic_mock
+        turing.set_project(project.name)
+        
+        mock_response = MagicMock()
+        mock_response.method = "POST"
+        mock_response.status = 201
+        mock_response.path = f"/v1/projects/{project.id}/jobs"
+        mock_response.data = api_response.encode('utf-8')
+        mock_response.getheader.return_value = 'application/json'
 
-    actual = turing.batch.job.EnsemblingJob.submit(
-        ensembler_id=2,
-        config=ensembling_job_config,
-    )
-    assert actual == expected
+        mock_request.return_value = mock_response
 
+        actual = turing.batch.job.EnsemblingJob.submit(
+            ensembler_id=2,
+            config=ensembling_job_config,
+        )
+        assert actual == expected
 
-@responses.activate
 @pytest.mark.parametrize(
     "api_response_get, expected, api_response_refresh, updated",
     [
@@ -168,43 +167,46 @@ def test_submit_job(
 )
 def test_fetch_job(
     turing_api,
-    active_project,
+    project,
     api_response_get,
     expected,
     api_response_refresh,
     updated,
     use_google_oauth,
+    active_project_magic_mock
 ):
-    turing.set_url(turing_api, use_google_oauth)
-    turing.set_project(active_project.name)
-
-    responses.add(
-        method="GET",
-        url=f"/v1/projects/{active_project.id}/jobs/{expected.id}",
-        body=api_response_get,
-        status=200,
-        content_type="application/json",
-    )
-
-    job = turing.batch.EnsemblingJob.get_by_id(expected.id)
+    with patch("urllib3.PoolManager.request") as mock_request:
+        turing.set_url(turing_api, use_google_oauth)
 
-    assert job == expected
+        mock_request.return_value = active_project_magic_mock
+        turing.set_project(project.name)
 
-    responses.reset()
-    responses.add(
-        method="GET",
-        url=f"/v1/projects/{active_project.id}/jobs/{expected.id}",
-        body=api_response_refresh,
-        status=200,
-        content_type="application/json",
-    )
+        mock_response = MagicMock()
+        mock_response.method = "GET"
+        mock_response.status = 200
+        mock_response.path = f"/v1/projects/{project.id}/jobs/{expected.id}"
+        mock_response.data = api_response_get.encode('utf-8')
+        mock_response.getheader.return_value = 'application/json'
+        
+        mock_request.return_value = mock_response
 
-    job.refresh()
+        job = turing.batch.EnsemblingJob.get_by_id(expected.id)
 
-    assert job == updated
+        assert job == expected
+        
+        mock_response = MagicMock()
+        mock_response.method = "GET"
+        mock_response.status = 200
+        mock_response.path = f"/v1/projects/{project.id}/jobs/{expected.id}"
+        mock_response.data = api_response_refresh.encode('utf-8')
+        mock_response.getheader.return_value = 'application/json'
+        
+        mock_request.return_value = mock_response
 
+        job.refresh()
 
-@responses.activate
+        assert job == updated
+        
 @pytest.mark.parametrize(
     "job, api_response_delete, api_response_get, expected",
     [
@@ -236,34 +238,38 @@ def test_fetch_job(
 )
 def test_terminate_job(
     turing_api,
-    active_project,
+    project,
     job,
     api_response_delete,
     api_response_get,
     expected,
     use_google_oauth,
+    active_project_magic_mock
 ):
-    turing.set_url(turing_api, use_google_oauth)
-    turing.set_project(active_project.name)
+    with patch("urllib3.PoolManager.request") as mock_request:
+        turing.set_url(turing_api, use_google_oauth)
 
-    responses.add(
-        method="DELETE",
-        url=f"/v1/projects/{active_project.id}/jobs/{job.id}",
-        body=api_response_delete,
-        status=201,
-        content_type="application/json",
-    )
+        mock_request.return_value = active_project_magic_mock
+        turing.set_project(project.name)
 
-    responses.add(
-        method="GET",
-        url=f"/v1/projects/{active_project.id}/jobs/{job.id}",
-        body=api_response_get,
-        status=200,
-        content_type="application/json",
-    )
+        mock_response_1 = MagicMock()
+        mock_response_1.method = "DELETE"
+        mock_response_1.status = 201
+        mock_response_1.path = f"/v1/projects/{project.id}/jobs/{job.id}"
+        mock_response_1.data = api_response_delete.encode('utf-8')
+        mock_response_1.getheader.return_value = 'application/json'
+        
+        mock_response_2 = MagicMock()
+        mock_response_2.method = "get"
+        mock_response_2.status = 200
+        mock_response_2.path = f"/v1/projects/{project.id}/jobs/{job.id}"
+        mock_response_2.data = api_response_get.encode('utf-8')
+        mock_response_2.getheader.return_value = 'application/json'
+        
+        mock_request.side_effect = [mock_response_1, mock_response_2]
 
-    assert job != expected
+        assert job != expected
 
-    job.terminate()
+        job.terminate()
 
-    assert job == expected
+        assert job == expected