chore: consolidate check helpers into resources/_check_helpers

src/giskard_hub/resources/_check_helpers.py

@@ -0,0 +1,62 @@
+"""Request-side helpers for converting `CheckConfigParam` into the wire format."""
+
+from typing import Any, Dict, Iterable, Optional, cast
+
+from .._models import BaseModel
+from ..types.check import CheckConfigParam
+
+# Maps a built-in check identifier to its `kind` discriminator.
+IDENTIFIER_TO_KIND: Dict[str, str] = {
+    "correctness": "hub_correctness",
+    "conformity": "hub_conformity",
+    "groundedness": "hub_groundedness",
+    "string_match": "string_matching",
+    "metadata": "hub_metadata",
+    "semantic_similarity": "semantic_similarity",
+}
+
+
+def check_param_to_spec(identifier: Optional[str], params: Any) -> Dict[str, Any]:
+    """Build a `spec` dict, deriving `kind` from `params["type"]` then `identifier`."""
+    if isinstance(params, BaseModel):
+        params_dict: Dict[str, Any] = params.model_dump(exclude_none=True)
+    elif isinstance(params, dict):
+        params_dict = dict(cast(Dict[str, Any], params))
+    else:
+        params_dict = {}
+    type_from_params = params_dict.pop("type", None)
+    type_str = type_from_params or identifier or ""
+    if not type_str:
+        raise ValueError(
+            "Cannot derive check kind: provide 'identifier' or include 'type' in 'params', "
+            "or pass 'spec' directly with an explicit 'kind'."
+        )
+    kind = IDENTIFIER_TO_KIND.get(type_str, type_str)
+    return {"kind": kind, **params_dict}
+
+
+def check_params_to_specs(
+    checks: Iterable[CheckConfigParam],
+    *,
+    flat: bool = False,
+) -> list[Dict[str, Any]]:
+    """Convert checks to the wire format.
+
+    `flat=False` (default) wraps params under a `spec` key:
+    `{identifier, enabled, spec: {kind, ...params}}`.
+
+    `flat=True` spreads params alongside `identifier`:
+    `{identifier, ...params}` (with the redundant `type` key stripped).
+    """
+    result: list[Dict[str, Any]] = []
+    for check in checks:
+        identifier = check["identifier"]
+        params = check.get("params") or {}
+        if flat:
+            result.append({"identifier": identifier, **{k: v for k, v in params.items() if k != "type"}})
+        else:
+            entry: Dict[str, Any] = {"identifier": identifier, "enabled": check.get("enabled", True)}
+            if params:
+                entry["spec"] = check_param_to_spec(identifier, params)
+            result.append(entry)
+    return result

src/giskard_hub/resources/checks.py

@@ -21,10 +21,10 @@
     CheckCreateParams,
     CheckUpdateParams,
     CheckBulkDeleteParams,
-    _check_param_to_spec,
 )
 from .._base_client import make_request_options
 from ..types.common import APIResponse
+from ._check_helpers import check_param_to_spec
 
 __all__ = ["ChecksResource", "AsyncChecksResource"]
 
@@ -113,7 +113,7 @@ def create(
         if not params_provided and not spec_provided:
             raise ValueError("Must provide either 'params' or 'spec'.")
 
-        api_spec = spec if spec_provided else _check_param_to_spec(identifier, params)
+        api_spec = spec if spec_provided else check_param_to_spec(identifier, params)
         response = self._post(
             "/v2/checks",
             body=maybe_transform(
@@ -256,7 +256,7 @@ def update(
                 api_spec = None
             else:
                 type_or_id = identifier if isinstance(identifier, str) else None
-                api_spec = _check_param_to_spec(type_or_id, params)
+                api_spec = check_param_to_spec(type_or_id, params)
         else:
             api_spec = omit
         response = self._patch(
@@ -509,7 +509,7 @@ async def create(
         if not params_provided and not spec_provided:
             raise ValueError("Must provide either 'params' or 'spec'.")
 
-        api_spec = spec if spec_provided else _check_param_to_spec(identifier, params)
+        api_spec = spec if spec_provided else check_param_to_spec(identifier, params)
         response = await self._post(
             "/v2/checks",
             body=await async_maybe_transform(
@@ -652,7 +652,7 @@ async def update(
                 api_spec = None
             else:
                 type_or_id = identifier if isinstance(identifier, str) else None
-                api_spec = _check_param_to_spec(type_or_id, params)
+                api_spec = check_param_to_spec(type_or_id, params)
         else:
             api_spec = omit
         response = await self._patch(

src/giskard_hub/resources/evaluations/evaluations.py

@@ -39,6 +39,7 @@
 from ..._base_client import make_request_options
 from ...types.common import APIResponse, APIResponseWithIncluded
 from ...types.dataset import DatasetSubsetParam
+from .._check_helpers import check_params_to_specs
 from ...types.evaluation import (
     Evaluation,
     EvaluationListParams,
@@ -70,20 +71,6 @@ def _validate_dataset_or_old_evaluation(
         raise ValueError("Exactly one of `dataset_id` or `old_evaluation_id` must be provided")
 
 
-def _check_params_to_api(
-    checks: Iterable[CheckConfigParam],
-) -> Iterable[dict[str, object]]:
-    # Flat shape for /v2/evaluations/run-single (FlatCheckSpec). `type` is stripped because it
-    # duplicates `identifier` and would leak into the spec extras.
-    return [
-        {
-            "identifier": check["identifier"],
-            **{k: v for k, v in check.get("params", {}).items() if k != "type"},
-        }
-        for check in checks
-    ]
-
-
 def _normalize_agent_output(
     agent_output: AgentOutputParam | str,
 ) -> AgentOutputParam:
@@ -721,7 +708,7 @@ def run_single(
         # Use input_data if provided, otherwise fall back to messages
         final_input_data = input_data if input_data_provided else messages
 
-        api_checks: Iterable[dict[str, object]] = _check_params_to_api(checks)
+        api_checks: Iterable[dict[str, object]] = check_params_to_specs(checks, flat=True)
 
         response = self._post(
             "/v2/evaluations/run-single",
@@ -1373,7 +1360,7 @@ async def run_single(
         # Use input_data if provided, otherwise fall back to messages
         final_input_data = input_data if input_data_provided else messages
 
-        api_checks: Iterable[dict[str, object]] = _check_params_to_api(checks)
+        api_checks: Iterable[dict[str, object]] = check_params_to_specs(checks, flat=True)
 
         response = await self._post(
             "/v2/evaluations/run-single",

src/giskard_hub/resources/test_cases/test_cases.py

@@ -33,9 +33,10 @@
     async_to_streamed_response_wrapper,
 )
 from ...types.chat import ChatMessageParam, ChatMessageWithMetadataParam
-from ...types.check import CheckConfigParam, _check_params_to_api
+from ...types.check import CheckConfigParam
 from ..._base_client import make_request_options
 from ...types.common import APIResponse
+from .._check_helpers import check_params_to_specs
 from ...types.test_case import (
     TestCase,
     TestCaseCreateParams,
@@ -159,7 +160,7 @@ def create(
         # Use input_data if provided, otherwise fall back to messages
         final_input_data = input_data if input_data_provided else messages
 
-        api_checks: Iterable[object] | Omit = _check_params_to_api(checks) if not isinstance(checks, Omit) else omit
+        api_checks: Iterable[object] | Omit = check_params_to_specs(checks) if not isinstance(checks, Omit) else omit
         api_demo_output = _normalize_demo_output(demo_output)
         response = self._post(
             "/v2/test-cases",
@@ -321,7 +322,7 @@ def update(
         if checks is None or isinstance(checks, Omit):
             api_checks = checks  # type: ignore[assignment]
         else:
-            api_checks = _check_params_to_api(checks)
+            api_checks = check_params_to_specs(checks)
         api_demo_output = _normalize_demo_output(demo_output)
         response = self._patch(
             f"/v2/test-cases/{test_case_id}",
@@ -683,7 +684,7 @@ async def create(
         # Use input_data if provided, otherwise fall back to messages
         final_input_data = input_data if input_data_provided else messages
 
-        api_checks: Iterable[object] | Omit = _check_params_to_api(checks) if not isinstance(checks, Omit) else omit
+        api_checks: Iterable[object] | Omit = check_params_to_specs(checks) if not isinstance(checks, Omit) else omit
         api_demo_output = _normalize_demo_output(demo_output)
         response = await self._post(
             "/v2/test-cases",
@@ -845,7 +846,7 @@ async def update(
         if checks is None or isinstance(checks, Omit):
             api_checks = checks  # type: ignore[assignment]
         else:
-            api_checks = _check_params_to_api(checks)
+            api_checks = check_params_to_specs(checks)
         api_demo_output = _normalize_demo_output(demo_output)
         response = await self._patch(
             f"/v2/test-cases/{test_case_id}",

src/giskard_hub/types/check.py

@@ -240,18 +240,8 @@ class TestCaseCheckConfigParam(TypedDict, total=False):
 # ---------------------------------------------------------------------------
 
 
-# Mirrors the backend
-_IDENTIFIER_TO_KIND: Dict[str, str] = {
-    "correctness": "hub_correctness",
-    "conformity": "hub_conformity",
-    "groundedness": "hub_groundedness",
-    "string_match": "string_matching",
-    "metadata": "hub_metadata",
-    "semantic_similarity": "semantic_similarity",
-}
-
-
 def _extract_check_params(check: Dict[str, Any]) -> Dict[str, Any]:
+    """Strip `kind` from `spec` to derive the user-facing `params` dict."""
     spec: Any = check.get("spec") or {}
     if isinstance(spec, BaseModel):
         return spec.model_dump(exclude={"kind"}, exclude_none=True)
@@ -260,25 +250,6 @@ def _extract_check_params(check: Dict[str, Any]) -> Dict[str, Any]:
     return {}
 
 
-def _check_param_to_spec(identifier: Optional[str], params: Any) -> Dict[str, Any]:
-    """Build a `spec` dict, deriving `kind` from `params["type"]` then `identifier`."""
-    if isinstance(params, BaseModel):
-        params_dict: Dict[str, Any] = params.model_dump(exclude_none=True)
-    elif isinstance(params, dict):
-        params_dict = dict(cast(Dict[str, Any], params))
-    else:
-        params_dict = {}
-    type_from_params = params_dict.pop("type", None)
-    type_str = type_from_params or identifier or ""
-    if not type_str:
-        raise ValueError(
-            "Cannot derive check kind: provide 'identifier' or include 'type' in 'params', "
-            "or pass 'spec' directly with an explicit 'kind'."
-        )
-    kind = _IDENTIFIER_TO_KIND.get(type_str, type_str)
-    return {"kind": kind, **params_dict}
-
-
 class CheckConfig(BaseModel):
     identifier: str
     enabled: Optional[bool] = None
@@ -303,23 +274,6 @@ class CheckConfigParam(TypedDict, total=False):
     params: Dict[str, Any]
 
 
-def _check_params_to_api(  # pyright: ignore[reportUnusedFunction]
-    checks: Iterable[CheckConfigParam],
-) -> list[Dict[str, Any]]:
-    return [
-        {
-            "identifier": check["identifier"],
-            "enabled": check.get("enabled", True),
-            **(
-                {"spec": _check_param_to_spec(check["identifier"], check.get("params", {}))}
-                if check.get("params")
-                else {}
-            ),
-        }
-        for check in checks
-    ]
-
-
 # ---------------------------------------------------------------------------
 # Check params
 # ---------------------------------------------------------------------------

tests/test_checks.py

@@ -15,11 +15,11 @@
     CorrectnessParams,
     JsonPathRuleParam,
 )
-from giskard_hub.types.check import (
-    _IDENTIFIER_TO_KIND,
-    _check_param_to_spec,
-    _check_params_to_api,
-    _extract_check_params,
+from giskard_hub.types.check import _extract_check_params
+from giskard_hub.resources._check_helpers import (
+    IDENTIFIER_TO_KIND,
+    check_param_to_spec,
+    check_params_to_specs,
 )
 
 # ---------------------------------------------------------------------------
@@ -28,7 +28,7 @@
 
 
 def test_identifier_to_kind_mapping() -> None:
-    assert _IDENTIFIER_TO_KIND == {
+    assert IDENTIFIER_TO_KIND == {
         "correctness": "hub_correctness",
         "conformity": "hub_conformity",
         "groundedness": "hub_groundedness",
@@ -39,27 +39,27 @@ def test_identifier_to_kind_mapping() -> None:
 
 
 def test_check_param_to_spec_prefers_params_type_over_identifier() -> None:
-    spec = _check_param_to_spec("custom_name", {"type": "conformity", "rules": ["r"]})
+    spec = check_param_to_spec("custom_name", {"type": "conformity", "rules": ["r"]})
     assert spec == {"kind": "hub_conformity", "rules": ["r"]}
 
 
 def test_check_param_to_spec_falls_back_to_identifier() -> None:
-    spec = _check_param_to_spec("correctness", {"reference": "x"})
+    spec = check_param_to_spec("correctness", {"reference": "x"})
     assert spec == {"kind": "hub_correctness", "reference": "x"}
 
 
 def test_check_param_to_spec_passes_through_unknown_kind() -> None:
-    spec = _check_param_to_spec("future_kind", {"foo": 1})
+    spec = check_param_to_spec("future_kind", {"foo": 1})
     assert spec == {"kind": "future_kind", "foo": 1}
 
 
 def test_check_param_to_spec_raises_when_no_kind_derivable() -> None:
     with pytest.raises(ValueError, match="Cannot derive check kind"):
-        _check_param_to_spec(None, {"reference": "x"})
+        check_param_to_spec(None, {"reference": "x"})
 
 
 def test_check_param_to_spec_accepts_basemodel() -> None:
-    spec = _check_param_to_spec("correctness", CorrectnessParams(reference="x"))
+    spec = check_param_to_spec("correctness", CorrectnessParams(reference="x"))
     assert spec == {"kind": "hub_correctness", "reference": "x"}
 
 
@@ -73,8 +73,8 @@ def test_extract_check_params_empty_when_no_spec() -> None:
     assert _extract_check_params({"spec": None}) == {}
 
 
-def test_check_params_to_api_emits_spec_with_kind() -> None:
-    api = _check_params_to_api([{"identifier": "correctness", "params": {"reference": "x"}}])
+def test_check_params_to_specs_emits_nested_with_kind() -> None:
+    api = check_params_to_specs([{"identifier": "correctness", "params": {"reference": "x"}}])
     assert api == [
         {
             "identifier": "correctness",
@@ -84,13 +84,13 @@ def test_check_params_to_api_emits_spec_with_kind() -> None:
     ]
 
 
-def test_check_params_to_api_omits_spec_when_no_params() -> None:
-    api = _check_params_to_api([{"identifier": "tone_pro_xyz"}])
+def test_check_params_to_specs_omits_spec_when_no_params() -> None:
+    api = check_params_to_specs([{"identifier": "tone_pro_xyz"}])
     assert api == [{"identifier": "tone_pro_xyz", "enabled": True}]
 
 
-def test_check_params_to_api_strips_redundant_type() -> None:
-    api = _check_params_to_api([{"identifier": "string_match", "params": {"type": "string_match", "keyword": "k"}}])
+def test_check_params_to_specs_strips_redundant_type() -> None:
+    api = check_params_to_specs([{"identifier": "string_match", "params": {"type": "string_match", "keyword": "k"}}])
     assert api == [
         {
             "identifier": "string_match",

tests/test_evaluations.py

@@ -5,24 +5,23 @@
 import pytest
 
 from giskard_hub import HubClient, AsyncHubClient
-from giskard_hub.resources.evaluations.evaluations import (
-    _check_params_to_api,
-    _normalize_agent_output,
-)
+from giskard_hub.resources._check_helpers import check_params_to_specs
+from giskard_hub.resources.evaluations.evaluations import _normalize_agent_output
 
 # ---------------------------------------------------------------------------
 # Helpers
 # ---------------------------------------------------------------------------
 
 
-def test_check_params_to_api_emits_flat_shape() -> None:
-    api = list(_check_params_to_api([{"identifier": "correctness", "params": {"reference": "x"}}]))
+def test_check_params_to_specs_emits_flat_shape() -> None:
+    api = check_params_to_specs([{"identifier": "correctness", "params": {"reference": "x"}}], flat=True)
     assert api == [{"identifier": "correctness", "reference": "x"}]
 
 
-def test_check_params_to_api_strips_redundant_type() -> None:
-    api = list(
-        _check_params_to_api([{"identifier": "string_match", "params": {"type": "string_match", "keyword": "k"}}])
+def test_check_params_to_specs_strips_redundant_type_when_flat() -> None:
+    api = check_params_to_specs(
+        [{"identifier": "string_match", "params": {"type": "string_match", "keyword": "k"}}],
+        flat=True,
     )
     assert api == [{"identifier": "string_match", "keyword": "k"}]