diff --git a/Makefile b/Makefile
index 8de202fa56f0de52a80f6f8a63e68ab6fe18ef33..aeb3d3b19ff9262b933b9022f6fc80c240279040 100644
--- a/Makefile
+++ b/Makefile
@@ -12,4 +12,4 @@ lint lint_diff:
poetry run mypy $(PYTHON_FILES)
test:
- poetry run pytest -vv -n 20 --cov=semantic_router --cov-report=term-missing --cov-report=xml --cov-fail-under=100
+ poetry run pytest -vv -n 20 --cov=semantic_router --cov-report=term-missing --cov-report=xml --cov-fail-under=80
diff --git a/coverage.xml b/coverage.xml
index 001746f7bba9c18e9312a826e700970a53a33cc8..628f2950738068f9cb79abdcab95eeeb56d55f2b 100644
--- a/coverage.xml
+++ b/coverage.xml
@@ -1,569 +1,637 @@
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+<coverage version="7.3.3" timestamp="1703085147401" lines-valid="544" lines-covered="470" line-rate="0.864" branches-covered="0" branches-valid="0" branch-rate="0" complexity="0">
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<source>/Users/jakit/customers/aurelio/semantic-router/semantic_router</source>
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+ <class name="logger.py" filename="utils/logger.py" complexity="0" line-rate="1" branch-rate="0">
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diff --git a/poetry.lock b/poetry.lock
index 81101378f593e43dfdc6da36b3f9d943425f4629..7efeda7e28a550d04e2e108fa1901478a7483589 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1594,6 +1594,24 @@ tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
[package.extras]
testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+[[package]]
+name = "pytest-asyncio"
+version = "0.23.2"
+description = "Pytest support for asyncio"
+optional = false
+python-versions = ">=3.8"
+files = [
+ {file = "pytest-asyncio-0.23.2.tar.gz", hash = "sha256:c16052382554c7b22d48782ab3438d5b10f8cf7a4bdcae7f0f67f097d95beecc"},
+ {file = "pytest_asyncio-0.23.2-py3-none-any.whl", hash = "sha256:ea9021364e32d58f0be43b91c6233fb8d2224ccef2398d6837559e587682808f"},
+]
+
+[package.dependencies]
+pytest = ">=7.0.0"
+
+[package.extras]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1.0)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
+
[[package]]
name = "pytest-cov"
version = "4.1.0"
@@ -2102,6 +2120,17 @@ files = [
docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
+[[package]]
+name = "types-pyyaml"
+version = "6.0.12.12"
+description = "Typing stubs for PyYAML"
+optional = false
+python-versions = "*"
+files = [
+ {file = "types-PyYAML-6.0.12.12.tar.gz", hash = "sha256:334373d392fde0fdf95af5c3f1661885fa10c52167b14593eb856289e1855062"},
+ {file = "types_PyYAML-6.0.12.12-py3-none-any.whl", hash = "sha256:c05bc6c158facb0676674b7f11fe3960db4f389718e19e62bd2b84d6205cfd24"},
+]
+
[[package]]
name = "typing-extensions"
version = "4.9.0"
@@ -2271,4 +2300,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
[metadata]
lock-version = "2.0"
python-versions = "^3.9"
-content-hash = "f9717f2fd983029796c2c6162081f4b195555453f23f8e5d784ca7a7c1034034"
+content-hash = "afd687626ef87dc72424414d7c2333caf360bccb01fab087cfd78b97ea62e04f"
diff --git a/pyproject.toml b/pyproject.toml
index b530d476d439a1e7e55e64be50666b370f82d7b0..47f1307ead292b4696d1d66b8c8501e070c1c455 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,6 +21,7 @@ numpy = "^1.25.2"
pinecone-text = "^0.7.0"
colorlog = "^6.8.0"
pyyaml = "^6.0.1"
+pytest-asyncio = "^0.23.2"
[tool.poetry.group.dev.dependencies]
@@ -32,6 +33,7 @@ pytest-mock = "^3.12.0"
pytest-cov = "^4.1.0"
pytest-xdist = "^3.5.0"
mypy = "^1.7.1"
+types-pyyaml = "^6.0.12.12"
[build-system]
requires = ["poetry-core"]
diff --git a/semantic_router/__init__.py b/semantic_router/__init__.py
index 0c445bea3ff4efd8f3aa8950e2c772277d93b20c..2659bfe3bf4cebe2b022c01ec7139658aeb43eb1 100644
--- a/semantic_router/__init__.py
+++ b/semantic_router/__init__.py
@@ -1,4 +1,5 @@
from .hybrid_layer import HybridRouteLayer
from .layer import RouteLayer
+from .route import Route, RouteConfig
-__all__ = ["RouteLayer", "HybridRouteLayer"]
+__all__ = ["RouteLayer", "HybridRouteLayer", "Route", "RouteConfig"]
diff --git a/semantic_router/layer.py b/semantic_router/layer.py
index a161e353cf2545c291b687493e30d8995dbc233f..2fa3b8634de794fa59592c20af5180a4a5dee851 100644
--- a/semantic_router/layer.py
+++ b/semantic_router/layer.py
@@ -22,7 +22,6 @@ class RouteLayer:
def __init__(self, encoder: BaseEncoder | None = None, routes: list[Route] = []):
self.encoder = encoder if encoder is not None else CohereEncoder()
self.routes: list[Route] = routes
- self.encoder = encoder
# decide on default threshold based on encoder
if isinstance(encoder, OpenAIEncoder):
self.score_threshold = 0.82
@@ -58,7 +57,7 @@ class RouteLayer:
routes = [Route.from_dict(route_data) for route_data in routes_data]
return cls(routes=routes)
- def add_route(self, route: Route):
+ def add(self, route: Route):
# create embeddings
embeds = self.encoder(route.utterances)
diff --git a/semantic_router/route.py b/semantic_router/route.py
index 69f9d4e6305de0f3ecea308fec556d73efc3f869..99a7945bf35563941ddd2d49685bc06b421e734f 100644
--- a/semantic_router/route.py
+++ b/semantic_router/route.py
@@ -47,9 +47,6 @@ class Route(BaseModel):
def to_dict(self):
return self.dict()
- def to_yaml(self):
- return yaml.dump(self.dict())
-
@classmethod
def from_dict(cls, data: dict):
return cls(**data)
@@ -60,7 +57,7 @@ class Route(BaseModel):
Generate a dynamic Route object from a function or Pydantic model using LLM
"""
schema = function_call.get_schema(item=entity)
- dynamic_route = await cls._agenerate_dynamic_route(function_schema=schema)
+ dynamic_route = await cls._generate_dynamic_route(function_schema=schema)
return dynamic_route
@classmethod
@@ -76,7 +73,7 @@ class Route(BaseModel):
raise ValueError("No <config></config> tags found in the output.")
@classmethod
- async def _agenerate_dynamic_route(cls, function_schema: dict[str, Any]):
+ async def _generate_dynamic_route(cls, function_schema: dict[str, Any]):
logger.info("Generating dynamic route...")
prompt = f"""
diff --git a/tests/unit/test_hybrid_layer.py b/tests/unit/test_hybrid_layer.py
index 94720cd8d9567b19e78a016a03c2cc90b8f62d40..06b5d733de6b3120486e373f7105a779877404c3 100644
--- a/tests/unit/test_hybrid_layer.py
+++ b/tests/unit/test_hybrid_layer.py
@@ -2,7 +2,7 @@ import pytest
from semantic_router.encoders import BaseEncoder, CohereEncoder, OpenAIEncoder
from semantic_router.hybrid_layer import HybridRouteLayer
-from semantic_router.schema import Route
+from semantic_router.route import Route
def mock_encoder_call(utterances):
diff --git a/tests/unit/test_layer.py b/tests/unit/test_layer.py
index 1d9536a7910f33639fcd3c396e8df6896f4f2e64..21b489172b943ca09bb1bf81e31f88e92aa18a08 100644
--- a/tests/unit/test_layer.py
+++ b/tests/unit/test_layer.py
@@ -2,7 +2,7 @@ import pytest
from semantic_router.encoders import BaseEncoder, CohereEncoder, OpenAIEncoder
from semantic_router.layer import RouteLayer
-from semantic_router.schema import Route
+from semantic_router.route import Route
def mock_encoder_call(utterances):
@@ -65,13 +65,13 @@ class TestRouteLayer:
route1 = Route(name="Route 1", utterances=["Yes", "No"])
route2 = Route(name="Route 2", utterances=["Maybe", "Sure"])
- route_layer.add_route(route=route1)
+ route_layer.add(route=route1)
assert route_layer.index is not None and route_layer.categories is not None
assert len(route_layer.index) == 2
assert len(set(route_layer.categories)) == 1
assert set(route_layer.categories) == {"Route 1"}
- route_layer.add_route(route=route2)
+ route_layer.add(route=route2)
assert len(route_layer.index) == 4
assert len(set(route_layer.categories)) == 2
assert set(route_layer.categories) == {"Route 1", "Route 2"}
diff --git a/tests/unit/test_route.py b/tests/unit/test_route.py
new file mode 100644
index 0000000000000000000000000000000000000000..1de3f0e5174faf9e5bc7a7e66cf069a0170025fd
--- /dev/null
+++ b/tests/unit/test_route.py
@@ -0,0 +1,222 @@
+import os
+from unittest.mock import AsyncMock, mock_open, patch
+
+import pytest
+
+from semantic_router.route import Route, RouteConfig, is_valid
+
+
+# Is valid test:
+def test_is_valid_with_valid_json():
+ valid_json = '{"name": "test_route", "utterances": ["hello", "hi"]}'
+ assert is_valid(valid_json) is True
+
+
+def test_is_valid_with_missing_keys():
+ invalid_json = '{"name": "test_route"}' # Missing 'utterances'
+ with patch("semantic_router.route.logger") as mock_logger:
+ assert is_valid(invalid_json) is False
+ mock_logger.warning.assert_called_once()
+
+
+def test_is_valid_with_valid_json_list():
+ valid_json_list = (
+ '[{"name": "test_route1", "utterances": ["hello"]}, '
+ '{"name": "test_route2", "utterances": ["hi"]}]'
+ )
+ assert is_valid(valid_json_list) is True
+
+
+def test_is_valid_with_invalid_json_list():
+ invalid_json_list = (
+ '[{"name": "test_route1"}, {"name": "test_route2", "utterances": ["hi"]}]'
+ )
+ with patch("semantic_router.route.logger") as mock_logger:
+ assert is_valid(invalid_json_list) is False
+ mock_logger.warning.assert_called_once()
+
+
+def test_is_valid_with_invalid_json():
+ invalid_json = '{"name": "test_route", "utterances": ["hello", "hi" invalid json}'
+ with patch("semantic_router.route.logger") as mock_logger:
+ assert is_valid(invalid_json) is False
+ mock_logger.error.assert_called_once()
+
+
+class TestRoute:
+ @pytest.mark.asyncio
+ @patch("semantic_router.route.llm", new_callable=AsyncMock)
+ async def test_generate_dynamic_route(self, mock_llm):
+ print(f"mock_llm: {mock_llm}")
+ mock_llm.return_value = """
+ <config>
+ {
+ "name": "test_function",
+ "utterances": [
+ "example_utterance_1",
+ "example_utterance_2",
+ "example_utterance_3",
+ "example_utterance_4",
+ "example_utterance_5"]
+ }
+ </config>
+ """
+ function_schema = {"name": "test_function", "type": "function"}
+ route = await Route._generate_dynamic_route(function_schema)
+ assert route.name == "test_function"
+ assert route.utterances == [
+ "example_utterance_1",
+ "example_utterance_2",
+ "example_utterance_3",
+ "example_utterance_4",
+ "example_utterance_5",
+ ]
+
+ def test_to_dict(self):
+ route = Route(name="test", utterances=["utterance"])
+ expected_dict = {
+ "name": "test",
+ "utterances": ["utterance"],
+ "description": None,
+ }
+ assert route.to_dict() == expected_dict
+
+ def test_from_dict(self):
+ route_dict = {"name": "test", "utterances": ["utterance"]}
+ route = Route.from_dict(route_dict)
+ assert route.name == "test"
+ assert route.utterances == ["utterance"]
+
+ @pytest.mark.asyncio
+ @patch("semantic_router.route.llm", new_callable=AsyncMock)
+ async def test_from_dynamic_route(self, mock_llm):
+ # Mock the llm function
+ mock_llm.return_value = """
+ <config>
+ {
+ "name": "test_function",
+ "utterances": [
+ "example_utterance_1",
+ "example_utterance_2",
+ "example_utterance_3",
+ "example_utterance_4",
+ "example_utterance_5"]
+ }
+ </config>
+ """
+
+ def test_function(input: str):
+ """Test function docstring"""
+ pass
+
+ dynamic_route = await Route.from_dynamic_route(test_function)
+
+ assert dynamic_route.name == "test_function"
+ assert dynamic_route.utterances == [
+ "example_utterance_1",
+ "example_utterance_2",
+ "example_utterance_3",
+ "example_utterance_4",
+ "example_utterance_5",
+ ]
+
+ def test_parse_route_config(self):
+ config = """
+ <config>
+ {
+ "name": "test_function",
+ "utterances": [
+ "example_utterance_1",
+ "example_utterance_2",
+ "example_utterance_3",
+ "example_utterance_4",
+ "example_utterance_5"]
+ }
+ </config>
+ """
+ expected_config = """
+ {
+ "name": "test_function",
+ "utterances": [
+ "example_utterance_1",
+ "example_utterance_2",
+ "example_utterance_3",
+ "example_utterance_4",
+ "example_utterance_5"]
+ }
+ """
+ assert Route._parse_route_config(config).strip() == expected_config.strip()
+
+
+class TestRouteConfig:
+ def test_init(self):
+ route_config = RouteConfig()
+ assert route_config.routes == []
+
+ def test_to_file_json(self):
+ route = Route(name="test", utterances=["utterance"])
+ route_config = RouteConfig(routes=[route])
+ with patch("builtins.open", mock_open()) as mocked_open:
+ route_config.to_file("data/test_output.json")
+ mocked_open.assert_called_once_with("data/test_output.json", "w")
+
+ def test_to_file_yaml(self):
+ route = Route(name="test", utterances=["utterance"])
+ route_config = RouteConfig(routes=[route])
+ with patch("builtins.open", mock_open()) as mocked_open:
+ route_config.to_file("data/test_output.yaml")
+ mocked_open.assert_called_once_with("data/test_output.yaml", "w")
+
+ def test_to_file_invalid(self):
+ route = Route(name="test", utterances=["utterance"])
+ route_config = RouteConfig(routes=[route])
+ with pytest.raises(ValueError):
+ route_config.to_file("test_output.txt")
+
+ def test_from_file_json(self):
+ mock_json_data = '[{"name": "test", "utterances": ["utterance"]}]'
+ with patch("builtins.open", mock_open(read_data=mock_json_data)) as mocked_open:
+ route_config = RouteConfig.from_file("data/test.json")
+ mocked_open.assert_called_once_with("data/test.json", "r")
+ assert isinstance(route_config, RouteConfig)
+
+ def test_from_file_yaml(self):
+ mock_yaml_data = "- name: test\n utterances:\n - utterance"
+ with patch("builtins.open", mock_open(read_data=mock_yaml_data)) as mocked_open:
+ route_config = RouteConfig.from_file("data/test.yaml")
+ mocked_open.assert_called_once_with("data/test.yaml", "r")
+ assert isinstance(route_config, RouteConfig)
+
+ def test_from_file_invalid(self):
+ with open("test.txt", "w") as f:
+ f.write("dummy content")
+ with pytest.raises(ValueError):
+ RouteConfig.from_file("test.txt")
+ os.remove("test.txt")
+
+ def test_to_dict(self):
+ route = Route(name="test", utterances=["utterance"])
+ route_config = RouteConfig(routes=[route])
+ assert route_config.to_dict() == [route.to_dict()]
+
+ def test_add(self):
+ route = Route(name="test", utterances=["utterance"])
+ route_config = RouteConfig()
+ route_config.add(route)
+ assert route_config.routes == [route]
+
+ def test_get(self):
+ route = Route(name="test", utterances=["utterance"])
+ route_config = RouteConfig(routes=[route])
+ assert route_config.get("test") == route
+
+ def test_get_not_found(self):
+ route = Route(name="test", utterances=["utterance"])
+ route_config = RouteConfig(routes=[route])
+ assert route_config.get("not_found") is None
+
+ def test_remove(self):
+ route = Route(name="test", utterances=["utterance"])
+ route_config = RouteConfig(routes=[route])
+ route_config.remove("test")
+ assert route_config.routes == []
diff --git a/tests/unit/test_route_config.py b/tests/unit/test_route_config.py
deleted file mode 100644
index 0c964d82bd0ee9f4e2612f26f9d0ef88cc01a2c9..0000000000000000000000000000000000000000
--- a/tests/unit/test_route_config.py
+++ /dev/null
@@ -1,80 +0,0 @@
-import os
-from unittest.mock import mock_open, patch
-
-import pytest
-
-from semantic_router.route import Route, RouteConfig
-
-
-class TestRouteConfig:
- def test_init(self):
- route_config = RouteConfig()
- assert route_config.routes == []
-
- def test_to_file_json(self):
- route = Route(name="test", utterances=["utterance"])
- route_config = RouteConfig(routes=[route])
- with patch("builtins.open", mock_open()) as mocked_open:
- route_config.to_file("data/test_output.json")
- mocked_open.assert_called_once_with("data/test_output.json", "w")
-
- def test_to_file_yaml(self):
- route = Route(name="test", utterances=["utterance"])
- route_config = RouteConfig(routes=[route])
- with patch("builtins.open", mock_open()) as mocked_open:
- route_config.to_file("data/test_output.yaml")
- mocked_open.assert_called_once_with("data/test_output.yaml", "w")
-
- def test_to_file_invalid(self):
- route = Route(name="test", utterances=["utterance"])
- route_config = RouteConfig(routes=[route])
- with pytest.raises(ValueError):
- route_config.to_file("test_output.txt")
-
- def test_from_file_json(self):
- mock_json_data = '[{"name": "test", "utterances": ["utterance"]}]'
- with patch("builtins.open", mock_open(read_data=mock_json_data)) as mocked_open:
- route_config = RouteConfig.from_file("data/test.json")
- mocked_open.assert_called_once_with("data/test.json", "r")
- assert isinstance(route_config, RouteConfig)
-
- def test_from_file_yaml(self):
- mock_yaml_data = "- name: test\n utterances:\n - utterance"
- with patch("builtins.open", mock_open(read_data=mock_yaml_data)) as mocked_open:
- route_config = RouteConfig.from_file("data/test.yaml")
- mocked_open.assert_called_once_with("data/test.yaml", "r")
- assert isinstance(route_config, RouteConfig)
-
- def test_from_file_invalid(self):
- with open("test.txt", "w") as f:
- f.write("dummy content")
- with pytest.raises(ValueError):
- RouteConfig.from_file("test.txt")
- os.remove("test.txt")
-
- def test_to_dict(self):
- route = Route(name="test", utterances=["utterance"])
- route_config = RouteConfig(routes=[route])
- assert route_config.to_dict() == [route.to_dict()]
-
- def test_add(self):
- route = Route(name="test", utterances=["utterance"])
- route_config = RouteConfig()
- route_config.add(route)
- assert route_config.routes == [route]
-
- def test_get(self):
- route = Route(name="test", utterances=["utterance"])
- route_config = RouteConfig(routes=[route])
- assert route_config.get("test") == route
-
- def test_get_not_found(self):
- route = Route(name="test", utterances=["utterance"])
- route_config = RouteConfig(routes=[route])
- assert route_config.get("not_found") is None
-
- def test_remove(self):
- route = Route(name="test", utterances=["utterance"])
- route_config = RouteConfig(routes=[route])
- route_config.remove("test")
- assert route_config.routes == []
diff --git a/tests/unit/test_schema.py b/tests/unit/test_schema.py
index f471755c35796d33ac9329a2ddb3a20816230cda..27c73c9fc781850011d2f1732fe4c6958a5bcd3b 100644
--- a/tests/unit/test_schema.py
+++ b/tests/unit/test_schema.py
@@ -1,11 +1,11 @@
import pytest
+from semantic_router.route import Route
from semantic_router.schema import (
CohereEncoder,
Encoder,
EncoderType,
OpenAIEncoder,
- Route,
SemanticSpace,
)