Hugging Face's logo

Spaces:
Yashk0618
/
projectY_Classifier_Regressor
Sleeping

App Files Community
Yashk0618 commited on
Commit
febc52d
·
1 Parent(s): fc8b5b5

added google colab

Browse files
Files changed (3) hide show
  1. ProjectYFinal.ipynb +0 -0
  2. index.html +86 -0
  3. test_hf_api.py +36 -0
ProjectYFinal.ipynb ADDED
The diff for this file is too large to render. See raw diff
 
index.html ADDED
@@ -0,0 +1,86 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ <!DOCTYPE html>
2
+ <html>
3
+ <head>
4
+ <meta charset="UTF-8" />
5
+ <title>ProjectY API Tester</title>
6
+ <style>
7
+ body { font-family: Arial, sans-serif; padding: 20px; max-width: 700px; }
8
+ input { width: 100%; padding: 10px; font-size: 14px; }
9
+ button { padding: 10px 14px; margin-top: 10px; margin-right: 8px; cursor: pointer; }
10
+ pre { background: #111; color: #0f0; padding: 12px; border-radius: 8px; overflow:auto; }
11
+ .row { margin: 12px 0; }
12
+ </style>
13
+ </head>
14
+ <body>
15
+ <h2>ProjectY Hugging Face API Tester</h2>
16
+
17
+ <div class="row">
18
+ <div><b>API Base URL</b></div>
19
+ <input id="baseUrl" value="https://Yashk0618-projecty-classifier-regressor.hf.space" />
20
+ <small>Leave this as-is unless your Space URL is different.</small>
21
+ </div>
22
+
23
+ <div class="row">
24
+ <div><b>Features (comma-separated numbers)</b></div>
25
+ <input id="features" value="1,2,3,4,5" />
26
+ <small>Important: the count must match what your model expects.</small>
27
+ </div>
28
+
29
+ <div class="row">
30
+ <button onclick="testHealth()">Test GET /</button>
31
+ <button onclick="predictWastage()">POST /predict/wastage</button>
32
+ <button onclick="predictStockout()">POST /predict/stockout</button>
33
+ </div>
34
+
35
+ <h3>Result</h3>
36
+ <pre id="out">Click a button to test…</pre>
37
+
38
+ <script>
39
+ function parseFeatures() {
40
+ const raw = document.getElementById("features").value.trim();
41
+ if (!raw) return [];
42
+ return raw.split(",").map(x => Number(x.trim()));
43
+ }
44
+
45
+ async function testHealth() {
46
+ const base = document.getElementById("baseUrl").value.trim();
47
+ const out = document.getElementById("out");
48
+ out.textContent = "Loading...";
49
+ try {
50
+ const res = await fetch(`${base}/`);
51
+ const text = await res.text();
52
+ out.textContent = `Status: ${res.status}\n\n${text}`;
53
+ } catch (e) {
54
+ out.textContent = "Error:\n" + e;
55
+ }
56
+ }
57
+
58
+ async function predictWastage() {
59
+ await postPredict("/predict/wastage");
60
+ }
61
+
62
+ async function predictStockout() {
63
+ await postPredict("/predict/stockout");
64
+ }
65
+
66
+ async function postPredict(path) {
67
+ const base = document.getElementById("baseUrl").value.trim();
68
+ const feats = parseFeatures();
69
+ const out = document.getElementById("out");
70
+ out.textContent = "Loading...";
71
+ try {
72
+ const res = await fetch(`${base}${path}`, {
73
+ method: "POST",
74
+ headers: { "Content-Type": "application/json" },
75
+ body: JSON.stringify({ features: feats })
76
+ });
77
+
78
+ const text = await res.text(); // handles JSON or error text
79
+ out.textContent = `POST ${path}\nStatus: ${res.status}\n\n${text}`;
80
+ } catch (e) {
81
+ out.textContent = "Error:\n" + e;
82
+ }
83
+ }
84
+ </script>
85
+ </body>
86
+ </html>
test_hf_api.py ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import requests
2
+ import random
3
+
4
+ BASE = "https://yashk0618-projecty-classifier-regressor.hf.space"
5
+
6
+ def predict_wastage(features):
7
+ url = f"{BASE}/predict/wastage"
8
+ payload = {"features": features}
9
+
10
+ r = requests.post(url, json=payload)
11
+ if not r.ok:
12
+ raise Exception(f"HF error {r.status_code}: {r.text}")
13
+
14
+ return r.json()
15
+
16
+ def predict_stockout(features):
17
+ url = f"{BASE}/predict/stockout"
18
+ payload = {"features": features}
19
+
20
+ r = requests.post(url, json=payload)
21
+ if not r.ok:
22
+ raise Exception(f"HF error {r.status_code}: {r.text}")
23
+
24
+ return r.json()
25
+
26
+ if __name__ == "__main__":
27
+ # 20 random feature values (match your JS test)
28
+ features = [round(random.random() * 10, 2) for _ in range(20)]
29
+
30
+ print("Features:", features)
31
+
32
+ wastage_result = predict_wastage(features)
33
+ stockout_result = predict_stockout(features)
34
+
35
+ print("Wastage result:", wastage_result)
36
+ print("Stockout result:", stockout_result)