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| 1 | +#!/usr/bin/env python3 |
| 2 | +"""Tests for providers/gpu_catalog.py""" |
| 3 | + |
| 4 | +import pytest |
| 5 | +from terradev_cli.providers.gpu_catalog import ( |
| 6 | + normalize, |
| 7 | + get_canonical_name, |
| 8 | + list_all_canonical_gpus, |
| 9 | + list_providers_for_gpu, |
| 10 | + GPU_ALIASES, |
| 11 | + GPU_SPECS, |
| 12 | +) |
| 13 | +from terradev_cli.providers.types import GPUVendor |
| 14 | + |
| 15 | + |
| 16 | +class TestNormalize: |
| 17 | + """Test normalize function""" |
| 18 | + |
| 19 | + def test_normalize_h100_variants(self): |
| 20 | + """Normalize H100 variants""" |
| 21 | + assert normalize("H100").name == "H100-80GB" |
| 22 | + assert normalize("NVIDIA_H100_80G").name == "H100-80GB" |
| 23 | + assert normalize("h100").name == "H100-80GB" |
| 24 | + assert normalize("H100-80GB").name == "H100-80GB" |
| 25 | + |
| 26 | + def test_normalize_a100_variants(self): |
| 27 | + """Normalize A100 variants""" |
| 28 | + assert normalize("A100").name == "A100-80GB" |
| 29 | + assert normalize("NVIDIA_A100_80G").name == "A100-80GB" |
| 30 | + assert normalize("A100-40GB").name == "A100-40GB" |
| 31 | + assert normalize("NVIDIA_A100_PCIe_40G").name == "A100-40GB" |
| 32 | + |
| 33 | + def test_normalize_rtx_variants(self): |
| 34 | + """Normalize RTX variants""" |
| 35 | + assert normalize("RTX4090").name == "RTX-4090" |
| 36 | + assert normalize("RTX 4090").name == "RTX-4090" |
| 37 | + assert normalize("RTX3090").name == "RTX-3090" |
| 38 | + |
| 39 | + def test_normalize_case_insensitive(self): |
| 40 | + """Normalize is case-insensitive""" |
| 41 | + assert normalize("h100").name == "H100-80GB" |
| 42 | + assert normalize("H100").name == "H100-80GB" |
| 43 | + assert normalize("a100").name == "A100-80GB" |
| 44 | + assert normalize("A100").name == "A100-80GB" |
| 45 | + |
| 46 | + def test_normalize_aws_instance_types(self): |
| 47 | + """Normalize AWS instance types""" |
| 48 | + assert normalize("p5.48xlarge").name == "H100-80GB" |
| 49 | + assert normalize("p4d.24xlarge").name == "A100-80GB" |
| 50 | + assert normalize("g4dn.xlarge").name == "T4-16GB" |
| 51 | + |
| 52 | + def test_normalize_gcp_instance_types(self): |
| 53 | + """Normalize GCP instance types""" |
| 54 | + assert normalize("a2-highgpu-1g").name == "A100-80GB" |
| 55 | + assert normalize("g2-standard-4").name == "L4-24GB" |
| 56 | + |
| 57 | + def test_normalize_azure_instance_types(self): |
| 58 | + """Normalize Azure instance types""" |
| 59 | + assert normalize("Standard_ND96amsr_A100_v4").name == "A100-80GB" |
| 60 | + assert normalize("Standard_ND96isr_H100_v5").name == "H100-80GB" |
| 61 | + |
| 62 | + def test_normalize_unknown_gpu(self): |
| 63 | + """Normalize unknown GPU returns None""" |
| 64 | + assert normalize("UNKNOWN_GPU") is None |
| 65 | + assert normalize("") is None |
| 66 | + assert normalize(None) is None |
| 67 | + |
| 68 | + def test_normalize_with_variations(self): |
| 69 | + """Normalize with space/hyphen/underscore variations""" |
| 70 | + assert normalize("RTX 4090").name == "RTX-4090" |
| 71 | + assert normalize("RTX-4090").name == "RTX-4090" |
| 72 | + assert normalize("RTX_4090").name == "RTX-4090" |
| 73 | + |
| 74 | + |
| 75 | +class TestGetCanonicalName: |
| 76 | + """Test get_canonical_name function""" |
| 77 | + |
| 78 | + def test_get_canonical_name_h100(self): |
| 79 | + """Get canonical name for H100""" |
| 80 | + assert get_canonical_name("H100") == "H100-80GB" |
| 81 | + assert get_canonical_name("NVIDIA_H100_80G") == "H100-80GB" |
| 82 | + |
| 83 | + def test_get_canonical_name_a100(self): |
| 84 | + """Get canonical name for A100""" |
| 85 | + assert get_canonical_name("A100") == "A100-80GB" |
| 86 | + assert get_canonical_name("A100-40GB") == "A100-40GB" |
| 87 | + |
| 88 | + def test_get_canonical_name_unknown(self): |
| 89 | + """Get canonical name for unknown GPU returns None""" |
| 90 | + assert get_canonical_name("UNKNOWN_GPU") is None |
| 91 | + assert get_canonical_name("") is None |
| 92 | + |
| 93 | + |
| 94 | +class TestListAllCanonicalGpus: |
| 95 | + """Test list_all_canonical_gpus function""" |
| 96 | + |
| 97 | + def test_list_all_canonical_gpus(self): |
| 98 | + """List all canonical GPUs""" |
| 99 | + gpus = list_all_canonical_gpus() |
| 100 | + assert isinstance(gpus, list) |
| 101 | + assert len(gpus) > 0 |
| 102 | + assert "H100-80GB" in gpus |
| 103 | + assert "A100-80GB" in gpus |
| 104 | + assert "RTX-4090" in gpus |
| 105 | + |
| 106 | + def test_list_all_canonical_gpus_sorted(self): |
| 107 | + """List all canonical GPUs is sorted""" |
| 108 | + gpus = list_all_canonical_gpus() |
| 109 | + assert gpus == sorted(gpus) |
| 110 | + |
| 111 | + |
| 112 | +class TestListProvidersForGpu: |
| 113 | + """Test list_providers_for_gpu function""" |
| 114 | + |
| 115 | + def test_list_providers_for_h100(self): |
| 116 | + """List provider names for H100""" |
| 117 | + providers = list_providers_for_gpu("H100-80GB") |
| 118 | + assert isinstance(providers, list) |
| 119 | + assert "H100" in providers |
| 120 | + assert "NVIDIA_H100_80G" in providers |
| 121 | + assert "h100" in providers |
| 122 | + |
| 123 | + def test_list_providers_for_a100(self): |
| 124 | + """List provider names for A100""" |
| 125 | + providers = list_providers_for_gpu("A100-80GB") |
| 126 | + assert isinstance(providers, list) |
| 127 | + assert "A100" in providers |
| 128 | + assert "NVIDIA_A100_80G" in providers |
| 129 | + |
| 130 | + def test_list_providers_for_unknown(self): |
| 131 | + """List provider names for unknown GPU returns empty list""" |
| 132 | + providers = list_providers_for_gpu("UNKNOWN_GPU") |
| 133 | + assert providers == [] |
| 134 | + |
| 135 | + |
| 136 | +class TestGPUAliases: |
| 137 | + """Test GPU_ALIASES dictionary""" |
| 138 | + |
| 139 | + def test_gpu_aliases_has_entries(self): |
| 140 | + """GPU_ALIASES has entries""" |
| 141 | + assert len(GPU_ALIASES) > 0 |
| 142 | + |
| 143 | + def test_gpu_aliases_keys_are_strings(self): |
| 144 | + """GPU_ALIASES keys are strings""" |
| 145 | + for key in GPU_ALIASES.keys(): |
| 146 | + assert isinstance(key, str) |
| 147 | + |
| 148 | + def test_gpu_aliases_values_are_strings(self): |
| 149 | + """GPU_ALIASES values are strings""" |
| 150 | + for value in GPU_ALIASES.values(): |
| 151 | + assert isinstance(value, str) |
| 152 | + |
| 153 | + |
| 154 | +class TestGPUSpecs: |
| 155 | + """Test GPU_SPECS dictionary""" |
| 156 | + |
| 157 | + def test_gpu_specs_has_entries(self): |
| 158 | + """GPU_SPECS has entries""" |
| 159 | + assert len(GPU_SPECS) > 0 |
| 160 | + |
| 161 | + def test_gpu_specs_h100_structure(self): |
| 162 | + """H100 GPU spec has correct structure""" |
| 163 | + spec = GPU_SPECS["H100-80GB"] |
| 164 | + assert spec.name == "H100-80GB" |
| 165 | + assert spec.vendor == GPUVendor.NVIDIA |
| 166 | + assert spec.vram_gb == 80 |
| 167 | + assert spec.nvlink is True |
| 168 | + assert spec.compute_capability == "9.0" |
| 169 | + |
| 170 | + def test_gpu_specs_a100_structure(self): |
| 171 | + """A100 GPU spec has correct structure""" |
| 172 | + spec = GPU_SPECS["A100-80GB"] |
| 173 | + assert spec.name == "A100-80GB" |
| 174 | + assert spec.vendor == GPUVendor.NVIDIA |
| 175 | + assert spec.vram_gb == 80 |
| 176 | + assert spec.nvlink is True |
| 177 | + assert spec.compute_capability == "8.0" |
| 178 | + |
| 179 | + def test_gpu_specs_rtx4090_structure(self): |
| 180 | + """RTX-4090 GPU spec has correct structure""" |
| 181 | + spec = GPU_SPECS["RTX-4090"] |
| 182 | + assert spec.name == "RTX-4090" |
| 183 | + assert spec.vendor == GPUVendor.NVIDIA |
| 184 | + assert spec.vram_gb == 24 |
| 185 | + assert spec.nvlink is False |
| 186 | + assert spec.compute_capability == "8.9" |
| 187 | + |
| 188 | + def test_gpu_specs_amd_mi300x(self): |
| 189 | + """AMD MI300X GPU spec has correct structure""" |
| 190 | + spec = GPU_SPECS["MI300X-192GB"] |
| 191 | + assert spec.name == "MI300X-192GB" |
| 192 | + assert spec.vendor == GPUVendor.AMD |
| 193 | + assert spec.vram_gb == 192 |
| 194 | + assert spec.nvlink is False |
| 195 | + |
| 196 | + def test_gpu_specs_intel_gaudi2(self): |
| 197 | + """Intel Gaudi2 GPU spec has correct structure""" |
| 198 | + spec = GPU_SPECS["Gaudi2-96GB"] |
| 199 | + assert spec.name == "Gaudi2-96GB" |
| 200 | + assert spec.vendor == GPUVendor.INTEL |
| 201 | + assert spec.vram_gb == 96 |
| 202 | + assert spec.nvlink is False |
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