Add json validate

model-optimizer/automation/package_BOM.txt

@@ -1077,6 +1077,7 @@ mo/utils/logger.py
 mo/utils/model_analysis.py
 mo/utils/pipeline_config.py
 mo/utils/replacement_pattern.py
+mo/utils/schema.json
 mo/utils/shape.py
 mo/utils/simple_proto_parser.py
 mo/utils/str_to.py

model-optimizer/mo/utils/custom_replacement_config.py

@@ -6,6 +6,8 @@
 import os
 from re import compile, match
 
+import fastjsonschema as json_validate
+
 from mo.graph.graph import Node, Graph
 from mo.utils.error import Error
 from mo.utils.graph import nodes_matching_name_pattern, sub_graph_between_nodes
@@ -349,6 +351,17 @@ def parse_custom_replacement_config_file(file_name: str):
         raise Error("Failed to parse custom replacements configuration file '{}': {}. ".format(file_name, exc) +
                     refer_to_faq_msg(70)) from exc
 
+    try:
+        base_dir = os.path.dirname(__file__)
+        schema_file = os.path.join(base_dir, "schema.json")
+        with open(schema_file, 'r') as f:
+            schema = json.load(f)
+            validator = json_validate.compile(schema)
+            validator(data)
+    except Exception as exc:
+        raise Error("Failed to validate custom replacements configuration file '{}': {}. ".format(file_name, exc) +
+                    refer_to_faq_msg(70)) from exc
+
     result = list()
     validation_errors = list()
     for attrs in data:

model-optimizer/mo/utils/schema.json

@@ -0,0 +1,111 @@
+{
+	"definitions": {},
+	"$schema": "http://json-schema.org/draft-07/schema#", 
+	"$id": "https://example.com/object1624983563.json", 
+	"title": "Root", 
+	"type": "array",
+	"default": [],
+	"items":{
+		"$id": "#root/items", 
+		"title": "Items", 
+		"type": "object",
+		"properties": {
+			"custom_attributes": {
+				"$id": "#root/items/custom_attributes", 
+				"title": "Custom_attributes", 
+				"type": "object",
+				"properties": {
+				}
+			}
+,
+			"id": {
+				"$id": "#root/items/id", 
+				"title": "Id", 
+				"type": "string",
+				"default": "",
+				"pattern": "^.*$"
+			},
+			"inputs": {
+				"$id": "#root/items/inputs", 
+				"title": "Inputs", 
+				"type": "array",
+				"default": [],
+				"items":{
+					"$id": "#root/items/inputs/items", 
+					"title": "Items", 
+					"type": "array",
+					"default": [],
+					"items":{
+						"$id": "#root/items/inputs/items/items", 
+						"title": "Items", 
+						"type": "object",
+						"properties": {
+							"node": {
+								"$id": "#root/items/inputs/items/items/node", 
+								"title": "Node", 
+								"type": "string",
+								"default": "",
+								"pattern": "^.*$"
+							},
+							"port": {
+								"$id": "#root/items/inputs/items/items/port", 
+								"title": "Port", 
+								"type": "integer",
+								"default": 0
+							}
+						}
+					}
+
+				}
+			},
+			"instances": {
+				"$id": "#root/items/instances", 
+				"title": "Instances", 
+				"type": ["array", "object"],
+				"default": [],
+				"items":{
+					"$id": "#root/items/instances/items", 
+					"title": "Items", 
+					"type": "string",
+					"default": "",
+					"pattern": "^.*$"
+				}
+			},
+			"match_kind": {
+				"$id": "#root/items/match_kind", 
+				"title": "Match_kind", 
+				"type": "string",
+				"default": "",
+				"pattern": "^.*$"
+			},
+			"outputs": {
+				"$id": "#root/items/outputs", 
+				"title": "Outputs", 
+				"type": "array",
+				"default": [],
+				"items":{
+					"$id": "#root/items/outputs/items", 
+					"title": "Items", 
+					"type": "object",
+					"properties": {
+						"node": {
+							"$id": "#root/items/outputs/items/node", 
+							"title": "Node", 
+							"type": "string",
+							"default": "",
+							"pattern": "^.*$"
+						},
+						"port": {
+							"$id": "#root/items/outputs/items/port", 
+							"title": "Port", 
+							"type": "integer",
+							"default": 0
+						}
+					}
+				}
+
+			}
+		}
+	}
+
+}

model-optimizer/requirements.txt

@@ -8,3 +8,4 @@ onnx>=1.8.1
 defusedxml>=0.7.1
 urllib3>=1.26.4
 requests>=2.25.1
+fastjsonschema~=2.15.1

model-optimizer/requirements_caffe.txt

@@ -3,3 +3,4 @@ numpy>=1.16.6,<1.20
 protobuf>=3.15.6
 defusedxml>=0.7.1
 requests>=2.25.1
+fastjsonschema~=2.15.1

model-optimizer/requirements_kaldi.txt

@@ -2,3 +2,4 @@ networkx~=2.5
 numpy>=1.16.6,<1.20
 defusedxml>=0.7.1
 requests>=2.25.1
+fastjsonschema~=2.15.1

model-optimizer/requirements_mxnet.txt

@@ -5,3 +5,4 @@ numpy>=1.16.6,<1.20
 defusedxml>=0.7.1
 urllib3>=1.26.4
 requests>=2.25.1
+fastjsonschema~=2.15.1

model-optimizer/requirements_onnx.txt

@@ -3,3 +3,4 @@ networkx~=2.5
 numpy>=1.16.6,<1.20
 defusedxml>=0.7.1
 requests>=2.25.1
+fastjsonschema~=2.15.1

model-optimizer/requirements_tf.txt

@@ -4,3 +4,4 @@ networkx~=2.5
 numpy>=1.16.6,<1.19
 defusedxml>=0.7.1
 requests>=2.25.1
+fastjsonschema~=2.15.1

model-optimizer/requirements_tf2.txt

@@ -3,3 +3,4 @@ networkx~=2.5
 numpy>=1.16.6,<1.20
 defusedxml>=0.7.1
 requests>=2.25.1
+fastjsonschema~=2.15.1

model-optimizer/unit_tests/mo/utils/schema_test.py

@@ -0,0 +1,65 @@
+# Copyright (C) 2018-2021 Intel Corporation
+# SPDX-License-Identifier: Apache-2.0
+
+import json
+import os
+import unittest
+
+import fastjsonschema as json_validate
+from generator import generator, generate
+
+path = os.path.join(os.path.dirname(__file__), '..', '..', '..', 'extensions', 'front',)
+schema_file = os.path.join(os.path.dirname(__file__), '..', '..', '..', 'mo', 'utils', 'schema.json')
+
+@generator
+class TestSchema(unittest.TestCase):
+    @generate(*[('tf', 'efficient_det_support_api_v2.0.json'),
+                ('tf', 'efficient_det_support_api_v2.4.json'),
+                ('tf', 'faster_rcnn_support_api_v1.7.json'),
+                ('tf', 'faster_rcnn_support_api_v1.10.json'),
+                ('tf', 'faster_rcnn_support_api_v1.13.json'),
+                ('tf', 'faster_rcnn_support_api_v1.14.json'),
+                ('tf', 'faster_rcnn_support_api_v1.15.json'),
+                ('tf', 'faster_rcnn_support_api_v2.0.json'),
+                ('tf', 'faster_rcnn_support_api_v2.4.json'),
+                ('tf', 'mask_rcnn_support.json'),
+                ('tf', 'mask_rcnn_support_api_v1.7.json'),
+                ('tf', 'mask_rcnn_support_api_v1.11.json'),
+                ('tf', 'mask_rcnn_support_api_v1.13.json'),
+                ('tf', 'mask_rcnn_support_api_v1.14.json'),
+                ('tf', 'mask_rcnn_support_api_v1.15.json'),
+                ('tf', 'mask_rcnn_support_api_v2.0.json'),
+                ('tf', 'retinanet.json'),
+                ('tf', 'rfcn_support.json'),
+                ('tf', 'rfcn_support_api_v1.10.json'),
+                ('tf', 'rfcn_support_api_v1.13.json'),
+                ('tf', 'rfcn_support_api_v1.14.json'),
+                ('tf', 'ssd_support.json'),
+                ('tf', 'ssd_support_api_v1.14.json'),
+                ('tf', 'ssd_support_api_v1.15.json'),
+                ('tf', 'ssd_support_api_v2.0.json'),
+                ('tf', 'ssd_support_api_v2.4.json'),
+                ('tf', 'ssd_toolbox_detection_output.json'),
+                ('tf', 'ssd_toolbox_multihead_detection_output.json'),
+                ('tf', 'ssd_v2_support.json'),
+                ('tf', 'yolo_v1.json'),
+                ('tf', 'yolo_v1_tiny.json'),
+                ('tf', 'yolo_v2.json'),
+                ('tf', 'yolo_v2_tiny.json'),
+                ('tf', 'yolo_v2_tiny_voc.json'),
+                ('tf', 'yolo_v3.json'),
+                ('tf', 'yolo_v3_tiny.json'),
+                ('tf', 'yolo_v3_voc.json'),
+                ('onnx', 'faster_rcnn.json'),
+                ('onnx', 'person_detection_crossroad.json'),
+                ('mxnet', 'yolo_v3_mobilenet1_voc.json'),
+                ])
+    def test_schema_file(self, config_path, transformation_config):
+        transformation_file = os.path.join(path, config_path, transformation_config)
+        with open(transformation_file, 'r') as f:
+            data = json.load(f)
+
+        with open(schema_file, 'r') as f:
+            schema = json.load(f)
+            validator = json_validate.compile(schema)
+            validator(data)