from collections.abc import Callable import pytest from wire import KEY, Wire, Client, reply from hanzo_kai import Model, Pricing, RetryPolicy, AuthenticationError, APIResponseValidationError Build = Callable[..., Client] # Rows as GET https://api.hanzo.ai/v1/models serves them, and the shapes around them. LISTING = { "object": "list", "data": [ { "id": "aion-labs/aion-2.0", "object": "model", "created": 1790629327, "owned_by": "aion-labs", "premium": True, "context_window": 131072, "outputs": ["text"], "pricing": { "prompt": "0.00000096", "completion": "0.00000192", "input_per_million": 0.96, "output_per_million": 1.92, }, }, { "id": "hanzo/kai", "object": "model", "created": 1790629327, "owned_by": "hanzo", "premium": False, "outputs": ["decision"], "pricing": { "prompt": "0.000000021", "completion": "0", "input_per_million": 0.021, "output_per_million": 0, }, }, { "id": "kai", "object": "model", "created": 1790629327, "owned_by": "hanzo", "premium": False, "outputs": ["decision"], "pricing": { "prompt": "0.000000021", "completion": "0", "input_per_million": 0.021, "output_per_million": 0, }, }, { "id": "no-outputs", "object": "model", "outputs": None, "pricing": {"input_per_million": -1200000, "output_per_million": -1200000}, }, {"id": "no-field", "object": "model"}, "not a row", ], } def test_lists_the_decision_models(client: Build) -> None: wire = Wire(reply(json_body=LISTING)) found = client(wire).models() request = wire.requests[0] assert request.method == "GET" and str(request.url) == "https://api.hanzo.ai/v1/models" assert request.headers["authorization"] == f"Bearer {KEY}" and not request.content assert [model.id for model in found] == ["hanzo/kai", "kai"] kai = found[1] assert isinstance(kai, Model) and isinstance(kai.pricing, Pricing) assert (kai.owned_by, kai.created, kai.pricing.input_per_million, kai.pricing.output_per_million) == ( "hanzo", 1790629327, 0.021, 0, ) assert (kai.pricing.prompt, kai.pricing.completion) == ("0.000000021", "0") assert kai.model_extra == {"object": "model", "premium": False, "outputs": ["decision"]} def test_listing_that_does_not_fit(client: Build) -> None: with pytest.raises(APIResponseValidationError) as caught: client(Wire(reply(json_body={"models": []}))).models() assert caught.value.field_path == "data" with pytest.raises(APIResponseValidationError) as caught: client(Wire(reply(json_body={"data": [{"outputs": ["decision"]}]}))).models() assert caught.value.field_path == "data.0.id" def test_listing_errors(client: Build) -> None: refusal = {"status": "error", "msg": "authentication required"} with pytest.raises(AuthenticationError) as caught: client(Wire(reply(401, refusal))).models(retry=RetryPolicy(max_retries=0), extra_headers={"X-Team": "ops"}) assert caught.value.message == "authentication required" assert caught.value.endpoint == "GET https://api.hanzo.ai/v1/models"