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