chore(specs): setup revised predict model spec

specs/predict/common/schemas/modelsParams.yml

@@ -9,10 +9,10 @@ activateModelParams:
       $ref: '#/sourceID'
     index:
       $ref: '#/index'
-    affinities:
+    modelAttributes:
       type: array
       items:
-        $ref: '#/affinities'
+        $ref: '#/modelAttributes'
     contentAttributes:
       type: array
       items:
@@ -28,20 +28,16 @@ updateModelParams:
   properties:
     name:
       $ref: '#/name'
-    affinities:
+    modelAttributes:
       type: array
       items:
-        $ref: '#/affinities'
+        $ref: '#/modelAttributes'
     contentAttributes:
       type: array
       items:
         $ref: '#/contentAttributes'
-    status:
-      $ref: '#/status'
-  required:
-    - modelID
-    - sourceID
-    - index
+    modelStatus:
+      $ref: '#/modelStatus'
 
 type:
   type: string
@@ -60,15 +56,15 @@ index:
   type: string
   description: The index name.
 
-affinities:
+modelAttributes:
   type: string
-  description: List of items attributes that will be used as affinities. This param is required if `type=affinities`.
+  description: List of items attributes that will be used in the model. This param is required if the model `type` needs it (e.g. `affinities`, `funnel_stage`).
 
 contentAttributes:
   type: string
   description: List of items attributes that will be used for embeddings, for ex. titles or descriptions.
 
-status:
+modelStatus:
   type: string
   enum: [active, inactive]
   description: |

specs/predict/paths/models/models.yml

@@ -28,7 +28,7 @@ post:
   summary: Activate a model instance.
   description: >
     Activate an existing model template. This action triggers the training and inference pipelines for the selected model. 
-    The model is added with `status=pending`.
+    The model is added with `modelStatus=pending`.
     If a model with the exact same source & index already exists, the API endpoint returns an error.
   requestBody:
     required: true

specs/predict/responses/Models.yml

@@ -15,11 +15,8 @@ modelInstance:
       type: string
     index:
       type: string
-    affinities:
-      type: array
-      items:
-        type: string
-        description: Affinities within this model instance.
+    modelAttributes:
+      $ref: '#/modelAttributes'
     contentAttributes:
       type: array
       items:
@@ -41,11 +38,11 @@ modelInstance:
     - type
     - sourceID
     - index
-    - affinities
+    - modelAttributes
     - contentAttributes
     - lastTrained
     - lastInference
-    - status
+    - modelStatus
 
 getModelInstanceConfigStatus:
   type: string
@@ -77,3 +74,16 @@ modelMetrics:
       format: double
     updatedAt:
       $ref: '../../common/responses/common.yml#/updatedAt'
+
+modelAttributes:
+  type: object
+  additionalProperties: false
+  properties:
+    name:
+      type: string
+    values:
+      type: array
+      items:
+        type: string
+  required:
+    - name

tests/CTS/methods/requests/predict/activateModelInstance.json

@@ -6,7 +6,7 @@
       "name": "Shopping stage for EU users",
       "sourceID": "0200030-129930",
       "index": "Products Production",
-      "affinities": [],
+      "modelAttributes": [],
       "contentAttributes": [
         "title",
         "description"
@@ -20,7 +20,7 @@
         "name": "Shopping stage for EU users",
         "sourceID": "0200030-129930",
         "index": "Products Production",
-        "affinities": [],
+        "modelAttributes": [],
         "contentAttributes": [
           "title",
           "description"

tests/CTS/methods/requests/predict/updateModelInstance.json

@@ -5,7 +5,7 @@
       "modelID": "model1",
       "updateModelParams": {
         "name": "Shopping stage for EU users",
-        "affinities": [
+        "modelAttributes": [
           "brand",
           "color",
           "category_level0",
@@ -15,15 +15,15 @@
           "title",
           "description"
         ],
-        "status": "inactive"
+        "modelStatus": "inactive"
       }
     },
     "request": {
       "path": "/1/predict/models/model1",
       "method": "POST",
       "body": {
         "name": "Shopping stage for EU users",
-        "affinities": [
+        "modelAttributes": [
           "brand",
           "color",
           "category_level0",
@@ -33,7 +33,7 @@
           "title",
           "description"
         ],
-        "status": "inactive"
+        "modelStatus": "inactive"
       }
     }
   }