Adding test for Azure cloud instances

.gitignore

@@ -139,3 +139,5 @@ dmypy.json
 # Serverless
 .serverless
 node_modules
+
+boaviztAPI

Pipfile

@@ -0,0 +1,39 @@
+[[source]]
+url = "https://pypi.org/simple"
+verify_ssl = true
+name = "pypi"
+
+[packages]
+aiofile = "==3.8.7"
+anyio = "==3.7.0"
+caio = "==0.9.12"
+click = "==8.1.3"
+colorama = "==0.4.6"
+exceptiongroup = "==1.1.1"
+fastapi = "==0.95.2"
+h11 = "==0.14.0"
+idna = "==3.4"
+importlib-metadata = "==6.6.0"
+mangum = "==0.17.0"
+markdown = "==3.4.3"
+numpy = "==1.24.3"
+pandas = "==2.0.2"
+pydantic = "==1.10.9"
+python-dateutil = "==2.8.2"
+pytz = "==2023.3"
+pyyaml = "==6.0"
+rapidfuzz = "==3.1.1"
+scipy = "==1.9.3"
+six = "==1.16.0"
+sniffio = "==1.3.0"
+starlette = "==0.27.0"
+toml = "==0.10.2"
+typing-extensions = "==4.6.3"
+tzdata = "==2023.3"
+uvicorn = "==0.22.0"
+zipp = "==3.15.0"
+
+[dev-packages]
+
+[requires]
+python_version = "3.12"

tests/api/test_cloud.py

@@ -915,3 +915,55 @@ async def test_verbose_output_with_empty_usage():
     )
 
     await test.check_result()
+
+
+@pytest.mark.asyncio
+async def test_empty_usage_e8ads_v5():
+    test = CloudTest(
+        CloudInstanceRequest("azure", "e8ads_v5"),
+        ADPImpact(
+            ImpactOutput(0.02211, 0.0127, 0.0163, END_OF_LIFE_WARNING),
+            ImpactOutput(0.0006984, 2.603e-05, 0.00014),
+        ),
+        GWPImpact(
+            ImpactOutput(291.7, 108.2, 170.0, END_OF_LIFE_WARNING),
+            ImpactOutput(2367.0, 45.36, 800.0),
+        ),
+        PEImpact(
+            ImpactOutput(3713.0, 1400.0, 2200.0, END_OF_LIFE_WARNING),
+            ImpactOutput(1231000.0, 25.64, 30000.0, UNCERTAINTY_WARNING),
+        ),
+    )
+
+    await test.check_result()
+
+
+@pytest.mark.asyncio
+async def test_usage_with_complex_time_workload_e8ads_v5():
+    test = CloudTest(
+        CloudInstanceRequest(
+            "azure",
+            "e8ads_v5",
+            usage={
+                "time_workload": [
+                    {"time_percentage": 50, "load_percentage": 0},
+                    {"time_percentage": 25, "load_percentage": 60},
+                    {"time_percentage": 25, "load_percentage": 100},
+                ]
+            },
+        ),
+        ADPImpact(
+            ImpactOutput(0.02211, 0.0127, 0.0163, END_OF_LIFE_WARNING),
+            ImpactOutput(0.0006088, 2.269e-05, 0.00012),
+        ),
+        GWPImpact(
+            ImpactOutput(291.7, 108.2, 170.0, END_OF_LIFE_WARNING),
+            ImpactOutput(2063.0, 39.54, 700.0),
+        ),
+        PEImpact(
+            ImpactOutput(3713.0, 1400.0, 2200.0, END_OF_LIFE_WARNING),
+            ImpactOutput(1073000.0, 22.35, 20000.0, UNCERTAINTY_WARNING),
+        ),
+    )
+
+    await test.check_result()

tests/data/archetypes/cloud/providers.csv

@@ -1,2 +1,3 @@
 provider.name,provider.description
-aws,Amazon Web Services
+aws,Amazon Web Services
+azure,Azure

tests/data/crowdsourcing/cpu_specs.csv

@@ -400,7 +400,7 @@ AMD EPYC 7702P,AMD,Rome,EPYC,2000 MHz,200.0,64.0,,74.0,io_die_size () + die_size
 AMD EPYC 7713,AMD,Milan,EPYC,2000 MHz,225.0,64.0,,1064.0,io_die_size (416 mm²) + die_size (8x 81 mm²),https://www.techpowerup.com/cpu-specs/epyc-7713.c2374
 AMD EPYC 7713P,AMD,Milan,EPYC,2000 MHz,225.0,64.0,,1064.0,io_die_size (416 mm²) + die_size (8x 81 mm²),https://www.techpowerup.com/cpu-specs/epyc-7713p.c2375
 AMD EPYC 7742,AMD,Rome,EPYC,2.25 GHz,225.0,64.0,,74.0,io_die_size () + die_size (74 mm²),https://www.techpowerup.com/cpu-specs/epyc-7742.c2245
-AMD EPYC 7763,AMD,Milan,EPYC,2.45 GHz,280.0,64.0,,1064.0,io_die_size (416 mm²) + die_size (8x 81 mm²),https://www.techpowerup.com/cpu-specs/epyc-7763.c2373
+AMD EPYC 7763,AMD,Milan,EPYC,2.45 GHz,280.0,64.0,128.0,1064.0,io_die_size (416 mm²) + die_size (8x 81 mm²),https://www.techpowerup.com/cpu-specs/epyc-7763.c2373
 AMD EPYC 7773X,AMD,Milan-X,EPYC,2.2 GHz,280.0,64.0,,1064.0,io_die_size (416 mm²) + die_size (8x 81 mm²),https://www.techpowerup.com/cpu-specs/epyc-7773x.c2759
 AMD EPYC 7F32,AMD,Rome,EPYC,3.7 GHz,180.0,8.0,,74.0,io_die_size () + die_size (74 mm²),https://www.techpowerup.com/cpu-specs/epyc-7f32.c2300
 AMD EPYC 7F52,AMD,Rome,EPYC,3.5 GHz,155.0,16.0,,74.0,io_die_size () + die_size (74 mm²),https://www.techpowerup.com/cpu-specs/epyc-7f52.c2301

tests/unit/test_archetype.py

@@ -16,29 +16,25 @@ async def test_get_server_archetype_none():
 @pytest.mark.asyncio
 async def test_get_server_archetype_dellr740():
     assert get_archetype("dellR740", csv_path=os.path.join(data_dir, "archetypes/server.csv")) == {
-        'CASE': {'case_type': {'default': 'rack'}},
-        'CPU': {'core_units': {'default': 24.0},
-                'die_size_per_core': {'default': 24.5},
-                'family': {},
-                'manufacturer': {},
-                'model_range': {},
-                'name': {},
-                'tdp': {},
-                'threads':{},
-                'units': {'default': 2.0}},
-        'HDD': {'capacity': {}, 'units': {}},
-        'POWER_SUPPLY': {'unit_weight': {'default': 2.99, 'max': 5.0, 'min': 1.0},
-                         'units': {'default': 2.0, 'max': 2.0, 'min': 1.0}},
-        'RAM': {'capacity': {'default': 32.0},
-                'density': {'default': 1.79},
-                'units': {'default': 12.0}},
-        'GPU': {'memory_capacity': {}, 'name': {}, 'units': {}},
-        'SSD': {'capacity': {'default': 400.0},
-                'density': {'default': 50.6},
-                'units': {'default': 1.0}},
-        'USAGE': {'hours_life_time': {'default': 26280.0},
-                  'other_consumption_ratio': {'default': 0.33},
-                  'time_workload': {'default': 50.0, 'max': 100.0, 'min': 0.0},
-                  'use_time_ratio': {'default': 1.0}},
-        'WARNINGS': {},
-        'manufacturer': {'default': 'Dell'}}
+    'CASE': {'case_type': {'default': 'rack'}},
+    'CPU': {'core_units': {'default': 24.0},
+             'die_size_per_core': {'default': 24.5},
+             'name': {},
+             'units': {'default': 2.0},
+             'vcpu': {}},
+    'GPU': {'memory_capacity': {}, 'name': {}, 'units': {}},
+    'HDD': {'capacity': {}, 'units': {}},
+    'POWER_SUPPLY': {'unit_weight': {'default': 2.99, 'max': 5.0, 'min': 1.0},
+                      'units': {'default': 2.0, 'max': 2.0, 'min': 1.0}},
+    'RAM': {'capacity': {'default': 32.0},
+             'density': {'default': 1.79},
+             'units': {'default': 12.0}},
+    'SSD': {'capacity': {'default': 400.0},
+             'density': {'default': 50.6},
+             'units': {'default': 1.0}},
+    'USAGE': {'hours_life_time': {'default': 26280.0},
+               'other_consumption_ratio': {'default': 0.33},
+               'time_workload': {'default': 50.0, 'max': 100.0, 'min': 0.0},
+               'use_time_ratio': {'default': 1.0}},
+    'WARNINGS': {},
+    'manufacturer': {'default': 'Dell'}}