Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
@@ -1,9 +1,10 @@
|
|
1 |
import streamlit as st
|
2 |
import ast
|
|
|
3 |
import streamlit.components.v1 as components
|
4 |
from transformers import pipeline
|
5 |
|
6 |
-
# ---
|
7 |
@st.cache_resource
|
8 |
def load_model():
|
9 |
summarizer = pipeline("summarization", model="philschmid/bart-large-cnn-samsum")
|
@@ -11,42 +12,41 @@ def load_model():
|
|
11 |
|
12 |
summarizer = load_model()
|
13 |
|
14 |
-
# --- Streamlit page config ---
|
15 |
st.set_page_config(page_title="AR/VR Code Visualizer", layout="wide")
|
16 |
st.title("π AR/VR Enhanced Code Visualizer")
|
17 |
|
18 |
-
# ---
|
19 |
uploaded_file = st.file_uploader("π Upload your Python file", type=["py"])
|
20 |
|
|
|
21 |
if uploaded_file is not None:
|
22 |
code = uploaded_file.read().decode('utf-8')
|
23 |
st.subheader("π Uploaded Code")
|
24 |
st.code(code, language='python')
|
25 |
|
26 |
-
#
|
27 |
tree = ast.parse(code)
|
28 |
functions = [node.name for node in ast.walk(tree) if isinstance(node, ast.FunctionDef)]
|
29 |
classes = [node.name for node in ast.walk(tree) if isinstance(node, ast.ClassDef)]
|
30 |
|
31 |
-
st.subheader("π
|
32 |
-
st.write(f"**Functions:** {functions
|
33 |
-
st.write(f"**Classes:** {classes
|
34 |
|
35 |
-
#
|
36 |
-
st.subheader("π§ Code Explanation")
|
37 |
-
prompt = f"This
|
38 |
try:
|
39 |
summary = summarizer(prompt, max_length=60, min_length=15, do_sample=False)
|
40 |
st.success(summary[0]['summary_text'])
|
41 |
except Exception as e:
|
42 |
st.error(f"Summarization failed: {e}")
|
43 |
|
44 |
-
#
|
45 |
-
|
46 |
-
|
|
|
47 |
|
48 |
-
|
49 |
-
|
50 |
-
|
51 |
-
else:
|
52 |
-
st.info("Upload a Python file to begin visualizing and explaining it.")
|
|
|
1 |
import streamlit as st
|
2 |
import ast
|
3 |
+
import base64
|
4 |
import streamlit.components.v1 as components
|
5 |
from transformers import pipeline
|
6 |
|
7 |
+
# --- Load summarizer model ---
|
8 |
@st.cache_resource
|
9 |
def load_model():
|
10 |
summarizer = pipeline("summarization", model="philschmid/bart-large-cnn-samsum")
|
|
|
12 |
|
13 |
summarizer = load_model()
|
14 |
|
|
|
15 |
st.set_page_config(page_title="AR/VR Code Visualizer", layout="wide")
|
16 |
st.title("π AR/VR Enhanced Code Visualizer")
|
17 |
|
18 |
+
# --- Upload Python file ---
|
19 |
uploaded_file = st.file_uploader("π Upload your Python file", type=["py"])
|
20 |
|
21 |
+
# --- Parse code and show output ---
|
22 |
if uploaded_file is not None:
|
23 |
code = uploaded_file.read().decode('utf-8')
|
24 |
st.subheader("π Uploaded Code")
|
25 |
st.code(code, language='python')
|
26 |
|
27 |
+
# Parse AST
|
28 |
tree = ast.parse(code)
|
29 |
functions = [node.name for node in ast.walk(tree) if isinstance(node, ast.FunctionDef)]
|
30 |
classes = [node.name for node in ast.walk(tree) if isinstance(node, ast.ClassDef)]
|
31 |
|
32 |
+
st.subheader("π Code Structure")
|
33 |
+
st.write(f"**Functions:** {functions or 'None'}")
|
34 |
+
st.write(f"**Classes:** {classes or 'None'}")
|
35 |
|
36 |
+
# Hugging Face Summarization
|
37 |
+
st.subheader("π§ Code Explanation (AI)")
|
38 |
+
prompt = f"This code contains functions: {functions} and classes: {classes}. Explain what this code does."
|
39 |
try:
|
40 |
summary = summarizer(prompt, max_length=60, min_length=15, do_sample=False)
|
41 |
st.success(summary[0]['summary_text'])
|
42 |
except Exception as e:
|
43 |
st.error(f"Summarization failed: {e}")
|
44 |
|
45 |
+
# Build dynamic A-Frame HTML
|
46 |
+
def generate_aframe_html(functions, classes):
|
47 |
+
elements = []
|
48 |
+
x_pos = -3
|
49 |
|
50 |
+
for fn in functions:
|
51 |
+
elements.append(f"""
|
52 |
+
<a-box
|
|
|
|