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https://github.com/meta-llama/llama-stack.git
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Merge branch 'main' into responses-and-safety
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commit
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-0.07618361,
|
||||
0.03505914,
|
||||
0.10363578,
|
||||
-0.0280213,
|
||||
0.012769872,
|
||||
-0.076482065,
|
||||
-0.018743375,
|
||||
0.024961015,
|
||||
0.08152011,
|
||||
0.06866303,
|
||||
-0.06411612,
|
||||
-0.08387694,
|
||||
0.061479986,
|
||||
-0.03345598,
|
||||
-0.10615398,
|
||||
-0.040166635,
|
||||
0.032536518,
|
||||
0.076652974,
|
||||
-0.07297006,
|
||||
0.00039833272,
|
||||
-0.0409393,
|
||||
-0.07580284,
|
||||
0.027465926,
|
||||
0.07468789,
|
||||
0.017779494,
|
||||
0.09106629,
|
||||
0.11033428,
|
||||
0.00065298256,
|
||||
0.051472265,
|
||||
-0.01461242,
|
||||
0.033237122,
|
||||
0.023671487,
|
||||
-0.022980422,
|
||||
0.038988944,
|
||||
0.030206418
|
||||
],
|
||||
"index": 0,
|
||||
"object": "embedding"
|
||||
}
|
||||
],
|
||||
"model": "all-minilm:l6-v2",
|
||||
"object": "list",
|
||||
"usage": {
|
||||
"prompt_tokens": 2,
|
||||
"total_tokens": 2
|
||||
}
|
||||
}
|
||||
},
|
||||
"is_streaming": false
|
||||
},
|
||||
"id_normalization_mapping": {}
|
||||
}
|
|
@ -323,3 +323,92 @@ class TestBatchesIntegration:
|
|||
if final_batch.error_file_id is not None:
|
||||
deleted_error_file = openai_client.files.delete(final_batch.error_file_id)
|
||||
assert deleted_error_file.deleted
|
||||
|
||||
def test_batch_e2e_embeddings(self, openai_client, batch_helper, embedding_model_id):
|
||||
"""Run an end-to-end batch with embeddings requests including both string and list inputs."""
|
||||
batch_requests = [
|
||||
{
|
||||
"custom_id": "success-1",
|
||||
"method": "POST",
|
||||
"url": "/v1/embeddings",
|
||||
"body": {"model": embedding_model_id, "input": "Hello world", "encoding_format": "float"},
|
||||
},
|
||||
{
|
||||
"custom_id": "success-2",
|
||||
"method": "POST",
|
||||
"url": "/v1/embeddings",
|
||||
"body": {
|
||||
"model": embedding_model_id,
|
||||
"input": ["How are you?", "Good morning", "Have a great day"],
|
||||
"encoding_format": "float",
|
||||
},
|
||||
},
|
||||
]
|
||||
|
||||
with batch_helper.create_file(batch_requests) as uploaded_file:
|
||||
batch = openai_client.batches.create(
|
||||
input_file_id=uploaded_file.id,
|
||||
endpoint="/v1/embeddings",
|
||||
completion_window="24h",
|
||||
metadata={"test": "e2e_embeddings_success"},
|
||||
)
|
||||
|
||||
final_batch = batch_helper.wait_for(
|
||||
batch.id,
|
||||
max_wait_time=3 * 60,
|
||||
expected_statuses={"completed"},
|
||||
timeout_action="skip",
|
||||
)
|
||||
|
||||
assert final_batch.status == "completed"
|
||||
assert final_batch.request_counts is not None
|
||||
assert final_batch.request_counts.total == 2
|
||||
assert final_batch.request_counts.completed == 2
|
||||
assert final_batch.output_file_id is not None
|
||||
|
||||
output_content = openai_client.files.content(final_batch.output_file_id)
|
||||
if isinstance(output_content, str):
|
||||
output_text = output_content
|
||||
else:
|
||||
output_text = output_content.content.decode("utf-8")
|
||||
|
||||
output_lines = output_text.strip().split("\n")
|
||||
assert len(output_lines) == 2
|
||||
|
||||
# Check first result (string input)
|
||||
result1 = json.loads(output_lines[0])
|
||||
assert result1["custom_id"] in ["success-1", "success-2"]
|
||||
assert "response" in result1
|
||||
assert result1["response"]["status_code"] == 200
|
||||
|
||||
# Verify the response body contains embeddings data
|
||||
response_body1 = json.loads(result1["response"]["body"])
|
||||
assert response_body1["object"] == "list"
|
||||
assert "data" in response_body1
|
||||
assert len(response_body1["data"]) == 1
|
||||
assert "embedding" in response_body1["data"][0]
|
||||
assert "index" in response_body1["data"][0]
|
||||
assert response_body1["data"][0]["index"] == 0
|
||||
|
||||
# Check second result (list input)
|
||||
result2 = json.loads(output_lines[1])
|
||||
assert result2["custom_id"] in ["success-1", "success-2"]
|
||||
assert "response" in result2
|
||||
assert result2["response"]["status_code"] == 200
|
||||
|
||||
# Verify the response body contains embeddings data for list input
|
||||
response_body2 = json.loads(result2["response"]["body"])
|
||||
assert response_body2["object"] == "list"
|
||||
assert "data" in response_body2
|
||||
assert len(response_body2["data"]) == 3 # Three strings in the list
|
||||
for i, embedding_data in enumerate(response_body2["data"]):
|
||||
assert "embedding" in embedding_data
|
||||
assert "index" in embedding_data
|
||||
assert embedding_data["index"] == i
|
||||
|
||||
deleted_output_file = openai_client.files.delete(final_batch.output_file_id)
|
||||
assert deleted_output_file.deleted
|
||||
|
||||
if final_batch.error_file_id is not None:
|
||||
deleted_error_file = openai_client.files.delete(final_batch.error_file_id)
|
||||
assert deleted_error_file.deleted
|
||||
|
|
|
@ -12,28 +12,10 @@
|
|||
"body": {
|
||||
"__type__": "ollama._types.ProcessResponse",
|
||||
"__data__": {
|
||||
"models": [
|
||||
{
|
||||
"model": "llama3.2-vision:11b",
|
||||
"name": "llama3.2-vision:11b",
|
||||
"digest": "6f2f9757ae97e8a3f8ea33d6adb2b11d93d9a35bef277cd2c0b1b5af8e8d0b1e",
|
||||
"expires_at": "2025-10-08T12:40:47.430429-07:00",
|
||||
"size": 11765236384,
|
||||
"size_vram": 11765236384,
|
||||
"details": {
|
||||
"parent_model": "",
|
||||
"format": "gguf",
|
||||
"family": "mllama",
|
||||
"families": [
|
||||
"mllama"
|
||||
],
|
||||
"parameter_size": "10.7B",
|
||||
"quantization_level": "Q4_K_M"
|
||||
}
|
||||
}
|
||||
]
|
||||
"models": []
|
||||
}
|
||||
},
|
||||
"is_streaming": false
|
||||
}
|
||||
},
|
||||
"id_normalization_mapping": {}
|
||||
}
|
||||
|
|
|
@ -93,5 +93,6 @@
|
|||
}
|
||||
],
|
||||
"is_streaming": false
|
||||
}
|
||||
},
|
||||
"id_normalization_mapping": {}
|
||||
}
|
||||
|
|
|
@ -0,0 +1,273 @@
|
|||
{
|
||||
"test_id": "tests/integration/responses/test_basic_responses.py::test_response_streaming_basic[client_with_models-txt=openai/gpt-4o-earth]",
|
||||
"request": {
|
||||
"method": "POST",
|
||||
"url": "https://api.openai.com/v1/v1/chat/completions",
|
||||
"headers": {},
|
||||
"body": {
|
||||
"model": "gpt-4o",
|
||||
"messages": [
|
||||
{
|
||||
"role": "user",
|
||||
"content": "Which planet do humans live on?"
|
||||
}
|
||||
],
|
||||
"stream": true,
|
||||
"stream_options": {
|
||||
"include_usage": true
|
||||
}
|
||||
},
|
||||
"endpoint": "/v1/chat/completions",
|
||||
"model": "gpt-4o"
|
||||
},
|
||||
"response": {
|
||||
"body": [
|
||||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
||||
"id": "rec-56a01bed56ba",
|
||||
"choices": [
|
||||
{
|
||||
"delta": {
|
||||
"content": "",
|
||||
"function_call": null,
|
||||
"refusal": null,
|
||||
"role": "assistant",
|
||||
"tool_calls": null
|
||||
},
|
||||
"finish_reason": null,
|
||||
"index": 0,
|
||||
"logprobs": null
|
||||
}
|
||||
],
|
||||
"created": 0,
|
||||
"model": "gpt-4o-2024-08-06",
|
||||
"object": "chat.completion.chunk",
|
||||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_1827dd0c55",
|
||||
"usage": null,
|
||||
"obfuscation": "hA9E1EFNDdppk3"
|
||||
}
|
||||
},
|
||||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
||||
"id": "rec-56a01bed56ba",
|
||||
"choices": [
|
||||
{
|
||||
"delta": {
|
||||
"content": "Hum",
|
||||
"function_call": null,
|
||||
"refusal": null,
|
||||
"role": null,
|
||||
"tool_calls": null
|
||||
},
|
||||
"finish_reason": null,
|
||||
"index": 0,
|
||||
"logprobs": null
|
||||
}
|
||||
],
|
||||
"created": 0,
|
||||
"model": "gpt-4o-2024-08-06",
|
||||
"object": "chat.completion.chunk",
|
||||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_1827dd0c55",
|
||||
"usage": null,
|
||||
"obfuscation": "waalMD9oTwIyd"
|
||||
}
|
||||
},
|
||||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
||||
"id": "rec-56a01bed56ba",
|
||||
"choices": [
|
||||
{
|
||||
"delta": {
|
||||
"content": "ans",
|
||||
"function_call": null,
|
||||
"refusal": null,
|
||||
"role": null,
|
||||
"tool_calls": null
|
||||
},
|
||||
"finish_reason": null,
|
||||
"index": 0,
|
||||
"logprobs": null
|
||||
}
|
||||
],
|
||||
"created": 0,
|
||||
"model": "gpt-4o-2024-08-06",
|
||||
"object": "chat.completion.chunk",
|
||||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_1827dd0c55",
|
||||
"usage": null,
|
||||
"obfuscation": "vyTLO6JSApar2"
|
||||
}
|
||||
},
|
||||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
||||
"id": "rec-56a01bed56ba",
|
||||
"choices": [
|
||||
{
|
||||
"delta": {
|
||||
"content": " live",
|
||||
"function_call": null,
|
||||
"refusal": null,
|
||||
"role": null,
|
||||
"tool_calls": null
|
||||
},
|
||||
"finish_reason": null,
|
||||
"index": 0,
|
||||
"logprobs": null
|
||||
}
|
||||
],
|
||||
"created": 0,
|
||||
"model": "gpt-4o-2024-08-06",
|
||||
"object": "chat.completion.chunk",
|
||||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_1827dd0c55",
|
||||
"usage": null,
|
||||
"obfuscation": "KQU8fOkg5R6"
|
||||
}
|
||||
},
|
||||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
||||
"id": "rec-56a01bed56ba",
|
||||
"choices": [
|
||||
{
|
||||
"delta": {
|
||||
"content": " on",
|
||||
"function_call": null,
|
||||
"refusal": null,
|
||||
"role": null,
|
||||
"tool_calls": null
|
||||
},
|
||||
"finish_reason": null,
|
||||
"index": 0,
|
||||
"logprobs": null
|
||||
}
|
||||
],
|
||||
"created": 0,
|
||||
"model": "gpt-4o-2024-08-06",
|
||||
"object": "chat.completion.chunk",
|
||||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_1827dd0c55",
|
||||
"usage": null,
|
||||
"obfuscation": "j7D1acmtXVxh1"
|
||||
}
|
||||
},
|
||||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
||||
"id": "rec-56a01bed56ba",
|
||||
"choices": [
|
||||
{
|
||||
"delta": {
|
||||
"content": " Earth",
|
||||
"function_call": null,
|
||||
"refusal": null,
|
||||
"role": null,
|
||||
"tool_calls": null
|
||||
},
|
||||
"finish_reason": null,
|
||||
"index": 0,
|
||||
"logprobs": null
|
||||
}
|
||||
],
|
||||
"created": 0,
|
||||
"model": "gpt-4o-2024-08-06",
|
||||
"object": "chat.completion.chunk",
|
||||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_1827dd0c55",
|
||||
"usage": null,
|
||||
"obfuscation": "F4dwv7pOew"
|
||||
}
|
||||
},
|
||||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
||||
"id": "rec-56a01bed56ba",
|
||||
"choices": [
|
||||
{
|
||||
"delta": {
|
||||
"content": ".",
|
||||
"function_call": null,
|
||||
"refusal": null,
|
||||
"role": null,
|
||||
"tool_calls": null
|
||||
},
|
||||
"finish_reason": null,
|
||||
"index": 0,
|
||||
"logprobs": null
|
||||
}
|
||||
],
|
||||
"created": 0,
|
||||
"model": "gpt-4o-2024-08-06",
|
||||
"object": "chat.completion.chunk",
|
||||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_1827dd0c55",
|
||||
"usage": null,
|
||||
"obfuscation": "4xPS4mauTagzkxj"
|
||||
}
|
||||
},
|
||||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
||||
"id": "rec-56a01bed56ba",
|
||||
"choices": [
|
||||
{
|
||||
"delta": {
|
||||
"content": null,
|
||||
"function_call": null,
|
||||
"refusal": null,
|
||||
"role": null,
|
||||
"tool_calls": null
|
||||
},
|
||||
"finish_reason": "stop",
|
||||
"index": 0,
|
||||
"logprobs": null
|
||||
}
|
||||
],
|
||||
"created": 0,
|
||||
"model": "gpt-4o-2024-08-06",
|
||||
"object": "chat.completion.chunk",
|
||||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_1827dd0c55",
|
||||
"usage": null,
|
||||
"obfuscation": "pjCVonxRXx"
|
||||
}
|
||||
},
|
||||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
||||
"id": "rec-56a01bed56ba",
|
||||
"choices": [],
|
||||
"created": 0,
|
||||
"model": "gpt-4o-2024-08-06",
|
||||
"object": "chat.completion.chunk",
|
||||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_1827dd0c55",
|
||||
"usage": {
|
||||
"completion_tokens": 6,
|
||||
"prompt_tokens": 14,
|
||||
"total_tokens": 20,
|
||||
"completion_tokens_details": {
|
||||
"accepted_prediction_tokens": 0,
|
||||
"audio_tokens": 0,
|
||||
"reasoning_tokens": 0,
|
||||
"rejected_prediction_tokens": 0
|
||||
},
|
||||
"prompt_tokens_details": {
|
||||
"audio_tokens": 0,
|
||||
"cached_tokens": 0
|
||||
}
|
||||
},
|
||||
"obfuscation": ""
|
||||
}
|
||||
}
|
||||
],
|
||||
"is_streaming": true
|
||||
},
|
||||
"id_normalization_mapping": {}
|
||||
}
|
|
@ -0,0 +1,948 @@
|
|||
{
|
||||
"test_id": "tests/integration/responses/test_basic_responses.py::test_response_streaming_basic[client_with_models-txt=openai/gpt-4o-saturn]",
|
||||
"request": {
|
||||
"method": "POST",
|
||||
"url": "https://api.openai.com/v1/v1/chat/completions",
|
||||
"headers": {},
|
||||
"body": {
|
||||
"model": "gpt-4o",
|
||||
"messages": [
|
||||
{
|
||||
"role": "user",
|
||||
"content": "Which planet has rings around it with a name starting with letter S?"
|
||||
}
|
||||
],
|
||||
"stream": true,
|
||||
"stream_options": {
|
||||
"include_usage": true
|
||||
}
|
||||
},
|
||||
"endpoint": "/v1/chat/completions",
|
||||
"model": "gpt-4o"
|
||||
},
|
||||
"response": {
|
||||
"body": [
|
||||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
||||
"id": "rec-5a1a11d0b498",
|
||||
"choices": [
|
||||
{
|
||||
"delta": {
|
||||
"content": "",
|
||||
"function_call": null,
|
||||
"refusal": null,
|
||||
"role": "assistant",
|
||||
"tool_calls": null
|
||||
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"prompt_tokens": 21,
|
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"total_tokens": 50,
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"rejected_prediction_tokens": 0
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},
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"cached_tokens": 0
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}
|
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},
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"obfuscation": "FXirZrSNkvTrASR"
|
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}
|
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}
|
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],
|
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"is_streaming": true
|
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},
|
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"id_normalization_mapping": {}
|
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}
|
|
@ -0,0 +1,273 @@
|
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{
|
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"test_id": "tests/integration/responses/test_basic_responses.py::test_response_non_streaming_basic[client_with_models-txt=openai/gpt-4o-earth]",
|
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"request": {
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"method": "POST",
|
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"url": "https://api.openai.com/v1/v1/chat/completions",
|
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"headers": {},
|
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"body": {
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"model": "gpt-4o",
|
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"messages": [
|
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{
|
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"role": "user",
|
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"content": "Which planet do humans live on?"
|
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}
|
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],
|
||||
"stream": true,
|
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"stream_options": {
|
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"include_usage": true
|
||||
}
|
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},
|
||||
"endpoint": "/v1/chat/completions",
|
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"model": "gpt-4o"
|
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},
|
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"response": {
|
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"body": [
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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],
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"object": "chat.completion.chunk",
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"service_tier": "default",
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}
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],
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"system_fingerprint": "fp_cbf1785567",
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"usage": null,
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}
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"id": "rec-dca42c8244f7",
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{
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}
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],
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"model": "gpt-4o-2024-08-06",
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"object": "chat.completion.chunk",
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"service_tier": "default",
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"system_fingerprint": "fp_cbf1785567",
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"usage": null,
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}
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},
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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}
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],
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"model": "gpt-4o-2024-08-06",
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"object": "chat.completion.chunk",
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"service_tier": "default",
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"system_fingerprint": "fp_cbf1785567",
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"usage": null,
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"obfuscation": "2fzicdQg1s2C8"
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}
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},
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "rec-dca42c8244f7",
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"choices": [
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{
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}
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],
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"created": 0,
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"model": "gpt-4o-2024-08-06",
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"object": "chat.completion.chunk",
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"service_tier": "default",
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"system_fingerprint": "fp_cbf1785567",
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"usage": null,
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"obfuscation": "saIKgW0kJK"
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}
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},
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "rec-dca42c8244f7",
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"choices": [
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{
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"content": ".",
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"function_call": null,
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}
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],
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"created": 0,
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"model": "gpt-4o-2024-08-06",
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"object": "chat.completion.chunk",
|
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"service_tier": "default",
|
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"system_fingerprint": "fp_cbf1785567",
|
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"usage": null,
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"obfuscation": "y4Bq9fWigLsde0J"
|
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}
|
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},
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{
|
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "rec-dca42c8244f7",
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"choices": [
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{
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"delta": {
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"content": null,
|
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"function_call": null,
|
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"refusal": null,
|
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"role": null,
|
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"tool_calls": null
|
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},
|
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"finish_reason": "stop",
|
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"index": 0,
|
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"logprobs": null
|
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}
|
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],
|
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"created": 0,
|
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"model": "gpt-4o-2024-08-06",
|
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"object": "chat.completion.chunk",
|
||||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_cbf1785567",
|
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"usage": null,
|
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"obfuscation": "5VaLcoYLcc"
|
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}
|
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},
|
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{
|
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
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"__data__": {
|
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"id": "rec-dca42c8244f7",
|
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"choices": [],
|
||||
"created": 0,
|
||||
"model": "gpt-4o-2024-08-06",
|
||||
"object": "chat.completion.chunk",
|
||||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_cbf1785567",
|
||||
"usage": {
|
||||
"completion_tokens": 6,
|
||||
"prompt_tokens": 14,
|
||||
"total_tokens": 20,
|
||||
"completion_tokens_details": {
|
||||
"accepted_prediction_tokens": 0,
|
||||
"audio_tokens": 0,
|
||||
"reasoning_tokens": 0,
|
||||
"rejected_prediction_tokens": 0
|
||||
},
|
||||
"prompt_tokens_details": {
|
||||
"audio_tokens": 0,
|
||||
"cached_tokens": 0
|
||||
}
|
||||
},
|
||||
"obfuscation": ""
|
||||
}
|
||||
}
|
||||
],
|
||||
"is_streaming": true
|
||||
},
|
||||
"id_normalization_mapping": {}
|
||||
}
|
|
@ -43,7 +43,7 @@
|
|||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_f33640a400",
|
||||
"usage": null,
|
||||
"obfuscation": "zz0dWhiq9Lc"
|
||||
"obfuscation": "zV8s7dKVA0e"
|
||||
}
|
||||
},
|
||||
{
|
||||
|
@ -70,7 +70,7 @@
|
|||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_f33640a400",
|
||||
"usage": null,
|
||||
"obfuscation": "apZyVste9l"
|
||||
"obfuscation": "DoxBbL71uu"
|
||||
}
|
||||
},
|
||||
{
|
||||
|
@ -97,7 +97,7 @@
|
|||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_f33640a400",
|
||||
"usage": null,
|
||||
"obfuscation": "bKzudmyiZd"
|
||||
"obfuscation": "3kPw1tJtBy"
|
||||
}
|
||||
},
|
||||
{
|
||||
|
@ -124,7 +124,7 @@
|
|||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_f33640a400",
|
||||
"usage": null,
|
||||
"obfuscation": "OgfYmGnf"
|
||||
"obfuscation": "GYMVbcCI"
|
||||
}
|
||||
},
|
||||
{
|
||||
|
@ -151,7 +151,7 @@
|
|||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_f33640a400",
|
||||
"usage": null,
|
||||
"obfuscation": "nWM9P08zaL"
|
||||
"obfuscation": "0alfiwg16c"
|
||||
}
|
||||
},
|
||||
{
|
||||
|
@ -178,7 +178,7 @@
|
|||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_f33640a400",
|
||||
"usage": null,
|
||||
"obfuscation": "gno9CMj"
|
||||
"obfuscation": "Wug4Phl"
|
||||
}
|
||||
},
|
||||
{
|
||||
|
@ -205,7 +205,7 @@
|
|||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_f33640a400",
|
||||
"usage": null,
|
||||
"obfuscation": "iheIwJKTdAVV"
|
||||
"obfuscation": "cIZ0eTIUOj4x"
|
||||
}
|
||||
},
|
||||
{
|
||||
|
@ -232,10 +232,11 @@
|
|||
"service_tier": "default",
|
||||
"system_fingerprint": "fp_f33640a400",
|
||||
"usage": null,
|
||||
"obfuscation": "X6N8Z47"
|
||||
"obfuscation": "FbdywkT"
|
||||
}
|
||||
}
|
||||
],
|
||||
"is_streaming": true
|
||||
}
|
||||
},
|
||||
"id_normalization_mapping": {}
|
||||
}
|
||||
|
|
|
@ -23,6 +23,14 @@ def test_response_non_streaming_basic(compat_client, text_model_id, case):
|
|||
assert len(output_text) > 0
|
||||
assert case.expected.lower() in output_text
|
||||
|
||||
# Verify usage is reported
|
||||
assert response.usage is not None, "Response should include usage information"
|
||||
assert response.usage.input_tokens > 0, "Input tokens should be greater than 0"
|
||||
assert response.usage.output_tokens > 0, "Output tokens should be greater than 0"
|
||||
assert response.usage.total_tokens == response.usage.input_tokens + response.usage.output_tokens, (
|
||||
"Total tokens should equal input + output tokens"
|
||||
)
|
||||
|
||||
retrieved_response = compat_client.responses.retrieve(response_id=response.id)
|
||||
assert retrieved_response.output_text == response.output_text
|
||||
|
||||
|
@ -73,6 +81,15 @@ def test_response_streaming_basic(compat_client, text_model_id, case):
|
|||
assert len(output_text) > 0, "Response should have content"
|
||||
assert case.expected.lower() in output_text, f"Expected '{case.expected}' in response"
|
||||
|
||||
# Verify usage is reported in final response
|
||||
assert chunk.response.usage is not None, "Completed response should include usage information"
|
||||
assert chunk.response.usage.input_tokens > 0, "Input tokens should be greater than 0"
|
||||
assert chunk.response.usage.output_tokens > 0, "Output tokens should be greater than 0"
|
||||
assert (
|
||||
chunk.response.usage.total_tokens
|
||||
== chunk.response.usage.input_tokens + chunk.response.usage.output_tokens
|
||||
), "Total tokens should equal input + output tokens"
|
||||
|
||||
# Use validator for common checks
|
||||
validator = StreamingValidator(events)
|
||||
validator.assert_basic_event_sequence()
|
||||
|
|
|
@ -175,6 +175,9 @@ async def test_create_openai_response_with_string_input(openai_responses_impl, m
|
|||
tools=None,
|
||||
stream=True,
|
||||
temperature=0.1,
|
||||
stream_options={
|
||||
"include_usage": True,
|
||||
},
|
||||
)
|
||||
|
||||
# Should have content part events for text streaming
|
||||
|
|
|
@ -213,7 +213,6 @@ class TestReferenceBatchesImpl:
|
|||
@pytest.mark.parametrize(
|
||||
"endpoint",
|
||||
[
|
||||
"/v1/embeddings",
|
||||
"/v1/invalid/endpoint",
|
||||
"",
|
||||
],
|
||||
|
@ -765,3 +764,12 @@ class TestReferenceBatchesImpl:
|
|||
await asyncio.sleep(0.042) # let tasks start
|
||||
|
||||
assert active_batches == 2, f"Expected 2 active batches, got {active_batches}"
|
||||
|
||||
async def test_create_batch_embeddings_endpoint(self, provider):
|
||||
"""Test that batch creation succeeds with embeddings endpoint."""
|
||||
batch = await provider.create_batch(
|
||||
input_file_id="file_123",
|
||||
endpoint="/v1/embeddings",
|
||||
completion_window="24h",
|
||||
)
|
||||
assert batch.endpoint == "/v1/embeddings"
|
||||
|
|
|
@ -122,7 +122,7 @@ def mock_impls():
|
|||
|
||||
|
||||
@pytest.fixture
|
||||
def scope_middleware_with_mocks(mock_auth_endpoint):
|
||||
def middleware_with_mocks(mock_auth_endpoint):
|
||||
"""Create AuthenticationMiddleware with mocked route implementations"""
|
||||
mock_app = AsyncMock()
|
||||
auth_config = AuthenticationConfig(
|
||||
|
@ -137,18 +137,20 @@ def scope_middleware_with_mocks(mock_auth_endpoint):
|
|||
# Mock the route_impls to simulate finding routes with required scopes
|
||||
from llama_stack.schema_utils import WebMethod
|
||||
|
||||
scoped_webmethod = WebMethod(route="/test/scoped", method="POST", required_scope="test.read")
|
||||
|
||||
public_webmethod = WebMethod(route="/test/public", method="GET")
|
||||
routes = {
|
||||
("POST", "/test/scoped"): WebMethod(route="/test/scoped", method="POST", required_scope="test.read"),
|
||||
("GET", "/test/public"): WebMethod(route="/test/public", method="GET"),
|
||||
("GET", "/health"): WebMethod(route="/health", method="GET", require_authentication=False),
|
||||
("GET", "/version"): WebMethod(route="/version", method="GET", require_authentication=False),
|
||||
("GET", "/models/list"): WebMethod(route="/models/list", method="GET", require_authentication=True),
|
||||
}
|
||||
|
||||
# Mock the route finding logic
|
||||
def mock_find_matching_route(method, path, route_impls):
|
||||
if method == "POST" and path == "/test/scoped":
|
||||
return None, {}, "/test/scoped", scoped_webmethod
|
||||
elif method == "GET" and path == "/test/public":
|
||||
return None, {}, "/test/public", public_webmethod
|
||||
else:
|
||||
raise ValueError("No matching route")
|
||||
webmethod = routes.get((method, path))
|
||||
if webmethod:
|
||||
return None, {}, path, webmethod
|
||||
raise ValueError("No matching route")
|
||||
|
||||
import llama_stack.core.server.auth
|
||||
|
||||
|
@ -659,9 +661,9 @@ def test_valid_introspection_with_custom_mapping_authentication(
|
|||
|
||||
# Scope-based authorization tests
|
||||
@patch("httpx.AsyncClient.post", new=mock_post_success_with_scope)
|
||||
async def test_scope_authorization_success(scope_middleware_with_mocks, valid_api_key):
|
||||
async def test_scope_authorization_success(middleware_with_mocks, valid_api_key):
|
||||
"""Test that user with required scope can access protected endpoint"""
|
||||
middleware, mock_app = scope_middleware_with_mocks
|
||||
middleware, mock_app = middleware_with_mocks
|
||||
mock_receive = AsyncMock()
|
||||
mock_send = AsyncMock()
|
||||
|
||||
|
@ -680,9 +682,9 @@ async def test_scope_authorization_success(scope_middleware_with_mocks, valid_ap
|
|||
|
||||
|
||||
@patch("httpx.AsyncClient.post", new=mock_post_success_no_scope)
|
||||
async def test_scope_authorization_denied(scope_middleware_with_mocks, valid_api_key):
|
||||
async def test_scope_authorization_denied(middleware_with_mocks, valid_api_key):
|
||||
"""Test that user without required scope gets 403 access denied"""
|
||||
middleware, mock_app = scope_middleware_with_mocks
|
||||
middleware, mock_app = middleware_with_mocks
|
||||
mock_receive = AsyncMock()
|
||||
mock_send = AsyncMock()
|
||||
|
||||
|
@ -710,9 +712,9 @@ async def test_scope_authorization_denied(scope_middleware_with_mocks, valid_api
|
|||
|
||||
|
||||
@patch("httpx.AsyncClient.post", new=mock_post_success_no_scope)
|
||||
async def test_public_endpoint_no_scope_required(scope_middleware_with_mocks, valid_api_key):
|
||||
async def test_public_endpoint_no_scope_required(middleware_with_mocks, valid_api_key):
|
||||
"""Test that public endpoints work without specific scopes"""
|
||||
middleware, mock_app = scope_middleware_with_mocks
|
||||
middleware, mock_app = middleware_with_mocks
|
||||
mock_receive = AsyncMock()
|
||||
mock_send = AsyncMock()
|
||||
|
||||
|
@ -730,9 +732,9 @@ async def test_public_endpoint_no_scope_required(scope_middleware_with_mocks, va
|
|||
mock_send.assert_not_called()
|
||||
|
||||
|
||||
async def test_scope_authorization_no_auth_disabled(scope_middleware_with_mocks):
|
||||
async def test_scope_authorization_no_auth_disabled(middleware_with_mocks):
|
||||
"""Test that when auth is disabled (no user), scope checks are bypassed"""
|
||||
middleware, mock_app = scope_middleware_with_mocks
|
||||
middleware, mock_app = middleware_with_mocks
|
||||
mock_receive = AsyncMock()
|
||||
mock_send = AsyncMock()
|
||||
|
||||
|
@ -907,3 +909,41 @@ def test_kubernetes_auth_request_payload(kubernetes_auth_client, valid_token, mo
|
|||
request_body = call_args[1]["json"]
|
||||
assert request_body["apiVersion"] == "authentication.k8s.io/v1"
|
||||
assert request_body["kind"] == "SelfSubjectReview"
|
||||
|
||||
|
||||
async def test_unauthenticated_endpoint_access_health(middleware_with_mocks):
|
||||
"""Test that /health endpoints can be accessed without authentication"""
|
||||
middleware, mock_app = middleware_with_mocks
|
||||
|
||||
# Test request to /health without auth header (level prefix v1 is added by router)
|
||||
scope = {"type": "http", "path": "/health", "headers": [], "method": "GET"}
|
||||
receive = AsyncMock()
|
||||
send = AsyncMock()
|
||||
|
||||
# Should allow the request to proceed without authentication
|
||||
await middleware(scope, receive, send)
|
||||
|
||||
# Verify that the request was passed to the app
|
||||
mock_app.assert_called_once_with(scope, receive, send)
|
||||
|
||||
# Verify that no error response was sent
|
||||
assert not any(call[0][0].get("status") == 401 for call in send.call_args_list)
|
||||
|
||||
|
||||
async def test_unauthenticated_endpoint_denied_for_other_paths(middleware_with_mocks):
|
||||
"""Test that endpoints other than /health and /version require authentication"""
|
||||
middleware, mock_app = middleware_with_mocks
|
||||
|
||||
# Test request to /models/list without auth header
|
||||
scope = {"type": "http", "path": "/models/list", "headers": [], "method": "GET"}
|
||||
receive = AsyncMock()
|
||||
send = AsyncMock()
|
||||
|
||||
# Should return 401 error
|
||||
await middleware(scope, receive, send)
|
||||
|
||||
# Verify that the app was NOT called
|
||||
mock_app.assert_not_called()
|
||||
|
||||
# Verify that a 401 error response was sent
|
||||
assert any(call[0][0].get("status") == 401 for call in send.call_args_list)
|
||||
|
|
Loading…
Add table
Add a link
Reference in a new issue