hermes / tests /agent /test_models_dev.py
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initial upload: v2026.3.23 with HF Spaces deployment
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"""Tests for agent.models_dev — models.dev registry integration."""
import json
from unittest.mock import patch, MagicMock
import pytest
from agent.models_dev import (
PROVIDER_TO_MODELS_DEV,
_extract_context,
fetch_models_dev,
lookup_models_dev_context,
)
SAMPLE_REGISTRY = {
"anthropic": {
"id": "anthropic",
"name": "Anthropic",
"models": {
"claude-opus-4-6": {
"id": "claude-opus-4-6",
"limit": {"context": 1000000, "output": 128000},
},
"claude-sonnet-4-6": {
"id": "claude-sonnet-4-6",
"limit": {"context": 1000000, "output": 64000},
},
"claude-sonnet-4-0": {
"id": "claude-sonnet-4-0",
"limit": {"context": 200000, "output": 64000},
},
},
},
"github-copilot": {
"id": "github-copilot",
"name": "GitHub Copilot",
"models": {
"claude-opus-4.6": {
"id": "claude-opus-4.6",
"limit": {"context": 128000, "output": 32000},
},
},
},
"kilo": {
"id": "kilo",
"name": "Kilo Gateway",
"models": {
"anthropic/claude-sonnet-4.6": {
"id": "anthropic/claude-sonnet-4.6",
"limit": {"context": 1000000, "output": 128000},
},
},
},
"deepseek": {
"id": "deepseek",
"name": "DeepSeek",
"models": {
"deepseek-chat": {
"id": "deepseek-chat",
"limit": {"context": 128000, "output": 8192},
},
},
},
"audio-only": {
"id": "audio-only",
"models": {
"tts-model": {
"id": "tts-model",
"limit": {"context": 0, "output": 0},
},
},
},
}
class TestProviderMapping:
def test_all_mapped_providers_are_strings(self):
for hermes_id, mdev_id in PROVIDER_TO_MODELS_DEV.items():
assert isinstance(hermes_id, str)
assert isinstance(mdev_id, str)
def test_known_providers_mapped(self):
assert PROVIDER_TO_MODELS_DEV["anthropic"] == "anthropic"
assert PROVIDER_TO_MODELS_DEV["copilot"] == "github-copilot"
assert PROVIDER_TO_MODELS_DEV["kilocode"] == "kilo"
assert PROVIDER_TO_MODELS_DEV["ai-gateway"] == "vercel"
def test_unmapped_provider_not_in_dict(self):
assert "nous" not in PROVIDER_TO_MODELS_DEV
assert "openai-codex" not in PROVIDER_TO_MODELS_DEV
class TestExtractContext:
def test_valid_entry(self):
assert _extract_context({"limit": {"context": 128000}}) == 128000
def test_zero_context_returns_none(self):
assert _extract_context({"limit": {"context": 0}}) is None
def test_missing_limit_returns_none(self):
assert _extract_context({"id": "test"}) is None
def test_missing_context_returns_none(self):
assert _extract_context({"limit": {"output": 8192}}) is None
def test_non_dict_returns_none(self):
assert _extract_context("not a dict") is None
def test_float_context_coerced_to_int(self):
assert _extract_context({"limit": {"context": 131072.0}}) == 131072
class TestLookupModelsDevContext:
@patch("agent.models_dev.fetch_models_dev")
def test_exact_match(self, mock_fetch):
mock_fetch.return_value = SAMPLE_REGISTRY
assert lookup_models_dev_context("anthropic", "claude-opus-4-6") == 1000000
@patch("agent.models_dev.fetch_models_dev")
def test_case_insensitive_match(self, mock_fetch):
mock_fetch.return_value = SAMPLE_REGISTRY
assert lookup_models_dev_context("anthropic", "Claude-Opus-4-6") == 1000000
@patch("agent.models_dev.fetch_models_dev")
def test_provider_not_mapped(self, mock_fetch):
mock_fetch.return_value = SAMPLE_REGISTRY
assert lookup_models_dev_context("nous", "some-model") is None
@patch("agent.models_dev.fetch_models_dev")
def test_model_not_found(self, mock_fetch):
mock_fetch.return_value = SAMPLE_REGISTRY
assert lookup_models_dev_context("anthropic", "nonexistent-model") is None
@patch("agent.models_dev.fetch_models_dev")
def test_provider_aware_context(self, mock_fetch):
"""Same model, different context per provider."""
mock_fetch.return_value = SAMPLE_REGISTRY
# Anthropic direct: 1M
assert lookup_models_dev_context("anthropic", "claude-opus-4-6") == 1000000
# GitHub Copilot: only 128K for same model
assert lookup_models_dev_context("copilot", "claude-opus-4.6") == 128000
@patch("agent.models_dev.fetch_models_dev")
def test_zero_context_filtered(self, mock_fetch):
mock_fetch.return_value = SAMPLE_REGISTRY
# audio-only is not a mapped provider, but test the filtering directly
data = SAMPLE_REGISTRY["audio-only"]["models"]["tts-model"]
assert _extract_context(data) is None
@patch("agent.models_dev.fetch_models_dev")
def test_empty_registry(self, mock_fetch):
mock_fetch.return_value = {}
assert lookup_models_dev_context("anthropic", "claude-opus-4-6") is None
class TestFetchModelsDev:
@patch("agent.models_dev.requests.get")
def test_fetch_success(self, mock_get):
mock_resp = MagicMock()
mock_resp.status_code = 200
mock_resp.json.return_value = SAMPLE_REGISTRY
mock_resp.raise_for_status = MagicMock()
mock_get.return_value = mock_resp
# Clear caches
import agent.models_dev as md
md._models_dev_cache = {}
md._models_dev_cache_time = 0
with patch.object(md, "_save_disk_cache"):
result = fetch_models_dev(force_refresh=True)
assert "anthropic" in result
assert len(result) == len(SAMPLE_REGISTRY)
@patch("agent.models_dev.requests.get")
def test_fetch_failure_returns_stale_cache(self, mock_get):
mock_get.side_effect = Exception("network error")
import agent.models_dev as md
md._models_dev_cache = SAMPLE_REGISTRY
md._models_dev_cache_time = 0 # expired
with patch.object(md, "_load_disk_cache", return_value=SAMPLE_REGISTRY):
result = fetch_models_dev(force_refresh=True)
assert "anthropic" in result
@patch("agent.models_dev.requests.get")
def test_in_memory_cache_used(self, mock_get):
import agent.models_dev as md
import time
md._models_dev_cache = SAMPLE_REGISTRY
md._models_dev_cache_time = time.time() # fresh
result = fetch_models_dev()
mock_get.assert_not_called()
assert result == SAMPLE_REGISTRY