From 59de73d7b09f2f398d8e043ffcb8b586e1d50bc5 Mon Sep 17 00:00:00 2001
From: Pjotr Prins
Date: Sun, 5 Apr 2026 17:55:47 +0200
Subject: Show page when calling GEMINI API
---
server.py | 28 ++++++++++++++++++++--------
1 file changed, 20 insertions(+), 8 deletions(-)
(limited to 'server.py')
diff --git a/server.py b/server.py
index cb9d009..eea6487 100755
--- a/server.py
+++ b/server.py
@@ -1506,12 +1506,27 @@ def sentences():
if not GEMINI_API_KEY:
print("Gemini API key not configured. Skipping batch classification.")
else:
- try:
- # Create the batched prompt
- sentences_to_classify_str = ""
- for i, s_obj in enumerate(all_stress_sentences):
- sentences_to_classify_str += f'Sentence {i}: "{s_obj["raw_text"]}"\n'
+ # Build cache key early to check if we need the loading page
+ sentences_to_classify_str = ""
+ for i, s_obj in enumerate(all_stress_sentences):
+ sentences_to_classify_str += f'Sentence {i}: "{s_obj["raw_text"]}"\n'
+ import hashlib
+ batch_cache_key = hashlib.sha256(sentences_to_classify_str.encode()).hexdigest()
+
+ # Show loading page if not cached and not yet asked to classify
+ if batch_cache_key not in _gemini_cache and not request.args.get('classify'):
+ loading_url = request.url + ('&' if '?' in request.url else '?') + 'classify=1'
+ return f'''
+
+
+
+
+Calling Gemini API...
+Classifying {len(all_stress_sentences)} sentences as cellular/organismal stress.
+Please wait, this page will refresh automatically.
+'''
+ try:
batched_prompt = f"""For each sentence below, classify it as describing "Cellular Stress" or "Organismal Stress".
Return your response as a valid JSON object where keys are the sentence numbers (e.g., "0", "1", "2") and values are the classification ("Cellular Stress" or "Organismal Stress").
@@ -1520,9 +1535,6 @@ Example format: {{"0": "Cellular Stress", "1": "Organismal Stress"}}
Here are the sentences to classify:
{sentences_to_classify_str}
"""
- # Check cache (keyed on the batch of sentences)
- import hashlib
- batch_cache_key = hashlib.sha256(sentences_to_classify_str.encode()).hexdigest()
if batch_cache_key in _gemini_cache:
print(f" Gemini batch cache hit ({len(all_stress_sentences)} sentences)")
classifications = _gemini_cache[batch_cache_key]
--
cgit 1.4.1