Script for runnning required autotests

llama_stack/providers/tests/inference/ci_test.py

@@ -0,0 +1,79 @@
+import os
+import re
+import signal
+import subprocess
+import time
+
+import pytest
+
+
+# Inference provider and the required environment arg for running integration tests
+INFERENCE_PROVIDER_ENV_KEY = {
+    "ollama": None,
+    "fireworks": "FIREWORKS_API_KEY",
+    "together": "TOGETHER_API_KEY",
+}
+
+# Model category and the keywords of the corresponding functionality tests
+CATEGORY_FUNCTIONALITY_TESTS = {
+    "text": ["streaming", "tool_calling", "structured_output"],
+    "vision": [
+        "streaming",
+    ],
+}
+
+
+def generate_pytest_args(category, provider, env_key):
+    test_path = (
+        "./llama_stack/providers/tests/inference/test_{model_type}_inference.py".format(
+            model_type=category
+        )
+    )
+    pytest_args = [
+        test_path,
+        "-v",
+        "-s",
+        "-k",
+        provider,
+    ]
+    if env_key is not None:
+        pytest_args.extend(
+            [
+                "--env",
+                "{key_name}={key_value}".format(
+                    key_name=env_key, key_value=os.getenv(env_key)
+                ),
+            ]
+        )
+    return pytest_args
+
+
+def main():
+    test_result = []
+
+    for model_category, functionality_tests in CATEGORY_FUNCTIONALITY_TESTS.items():
+        for provider, env_key in INFERENCE_PROVIDER_ENV_KEY.items():
+            if provider == "ollama":
+                proc = subprocess.Popen(
+                    [
+                        "ollama",
+                        "run",
+                        (
+                            "llama3.1:8b-instruct-fp16"
+                            if model_category == "text"
+                            else "llama3.2-vision"
+                        ),
+                    ]
+                )
+                retcode = pytest.main(
+                    generate_pytest_args(model_category, provider, env_key)
+                )
+                proc.terminate()
+            else:
+                retcode = pytest.main(
+                    generate_pytest_args(model_category, provider, env_key)
+                )
+
+
+if __name__ == "__main__":
+    main()