good job. All encountered problems have been solved

app.py

@@ -23,6 +23,7 @@ def modify_and_download_model():
     node_states = json.loads(request.get_json())
     
     # print(node_states)
+    onnx_modifier.reload()   # allow for downloading for multiple times
     onnx_modifier.remove_node_by_node_states(node_states)
     onnx_modifier.check_and_save_model()
     

onnx_modifier.py

@@ -2,14 +2,30 @@
 # https://github.com/saurabh-shandilya/onnx-utils
 # https://stackoverflow.com/questions/52402448/how-to-read-individual-layers-weight-bias-values-from-onnx-model
 
-import io
 import os
+import copy
 import onnx
 
 class onnxModifier:
     def __init__(self, model_name, model_proto):
         self.model_name = model_name
-        self.model_proto = model_proto
+        self.model_proto_backup = model_proto
+
+    @classmethod
+    def from_model_path(cls, model_path):
+        model_name = os.path.basename(model_path)
+        model_proto = onnx.load(model_path)
+        return cls(model_name, model_proto)
+
+    @classmethod
+    def from_name_stream(cls, name, stream):
+        # https://leimao.github.io/blog/ONNX-IO-Stream/
+        stream.seek(0)
+        model_proto = onnx.load_model(stream, onnx.ModelProto)
+        return cls(name, model_proto)
+
+    def reload(self):
+        self.model_proto = copy.deepcopy(self.model_proto_backup)
         self.graph = self.model_proto.graph
         self.initializer = self.model_proto.graph.initializer
         
@@ -34,20 +50,7 @@ class onnxModifier:
         self.initilizer_name2module = dict()
         for initializer in self.initializer:
             self.initilizer_name2module[initializer.name] = initializer
-            
-    @classmethod
-    def from_model_path(cls, model_path):
-        model_name = os.path.basename(model_path)
-        model_proto = onnx.load(model_path)
-        return cls(model_name, model_proto)
-
-    @classmethod
-    def from_name_stream(cls, name, stream):
-        # https://leimao.github.io/blog/ONNX-IO-Stream/
-        stream.seek(0)
-        model_proto = onnx.load_model(stream, onnx.ModelProto)
-        return cls(name, model_proto)
-
+                   
     def remove_node_by_name(self, node_name):
         # remove node in graph
         self.graph.node.remove(self.node_name2module[node_name])        

static/index.js

@@ -201,8 +201,8 @@ host.BrowserHost = class {
             click: () => this._about()
         });
 
-        const refreshButton = this.document.getElementById('refresh-graph');
-        refreshButton.addEventListener('click', () => {
+        const previewButton = this.document.getElementById('preview-graph');
+        previewButton.addEventListener('click', () => {
             this._view._updateGraph();
         })
 

templates/index.html

@@ -46,7 +46,7 @@ button { font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI"
 .toolbar-back-button:hover { background: #000000; border-color: #000000; }
 .toolbar-name-button { float: left; background: rgba(255, 255, 255, 0.95); border-top-right-radius: 6px; border-bottom-right-radius: 6px; border: 1px solid #777; color: #777; border-left: 1px; border-left-color: #ffffff; margin: 2px 0 2px 0; padding: 0 12px 0 6px; cursor: pointer; width: auto; height: 20px; font-size: 11px; line-height: 0; transition: 0.1s; }
 .toolbar-name-button:hover { color: #000000; }
-.graph-op-button-refresh {
+.graph-op-button-preview {
     cursor: pointer;
     background-color: white;
     border: 1px solid grey;
@@ -58,7 +58,7 @@ button { font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI"
     left: 2px;
     top: 30px;
 }
-.graph-op-button-refresh:active {  background: #e7e7e7; }
+.graph-op-button-preview:active {  background: #e7e7e7; }
 .graph-op-button-reset {
     cursor: pointer;
     background-color: white;
@@ -251,7 +251,7 @@ button { font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI"
         </svg>
     </button>
 
-    <button id="refresh-graph" class="graph-op-button-refresh">Refresh</button>
+    <button id="preview-graph" class="graph-op-button-preview">Preview</button>
     <button id="reset-graph" class="graph-op-button-reset">Reset</button>
     <button id="download-graph" class="graph-op-button-download">Download</button>