better ux with search functionality

scripts/generate_dev_fixture.py

@@ -6,8 +6,12 @@ from pathlib import Path
 PREFIX = "dev_"
 PASSWORD = "socialvrlab"
 CLIENT_PREFIX = "DEV-CL-"
+SCALE = 5
 
-QUESTIONNAIRE_IDS = [
+# Newest questionnaire bundle (repo root); IDs are read from this file when present.
+BUNDLE_PATH = Path(__file__).resolve().parents[2] / "questionnaires_bundle_2026-05-28.json"
+
+FALLBACK_QUESTIONNAIRE_IDS = [
     "questionnaire_1_demographic_information",
     "questionnaire_2_rhs",
     "questionnaire_3_integration_index",
@@ -16,15 +20,29 @@ QUESTIONNAIRE_IDS = [
     "questionnaire_6_follow_up_survey",
 ]
 
-PER_QUESTIONNAIRE = 40
-NUM_ADMINS = 2
-NUM_SUPERVISORS = 3
-NUM_COACHES = 20
-NUM_CLIENTS = 100
-CLIENTS_WITHOUT_COMPLETIONS = 15  # DEV-CL-0086 .. 0100
+PER_QUESTIONNAIRE = 40 * SCALE
+NUM_ADMINS = 2 * SCALE
+NUM_SUPERVISORS = 3 * SCALE
+NUM_COACHES = 20 * SCALE
+NUM_CLIENTS = 100 * SCALE
+CLIENTS_WITHOUT_COMPLETIONS = 15 * SCALE
+
+
+def load_questionnaire_ids() -> list[str]:
+    if not BUNDLE_PATH.is_file():
+        return FALLBACK_QUESTIONNAIRE_IDS
+    bundle = json.loads(BUNDLE_PATH.read_text(encoding="utf-8"))
+    ids = [
+        item["questionnaire"]["questionnaireID"]
+        for item in bundle.get("questionnaires", [])
+        if item.get("questionnaire", {}).get("questionnaireID")
+    ]
+    return ids or FALLBACK_QUESTIONNAIRE_IDS
 
 
 def main():
+    questionnaire_ids = load_questionnaire_ids()
+
     admins = [
         {"username": f"{PREFIX}admin_{i}", "location": f"Dev Admin Standort {i}"}
         for i in range(1, NUM_ADMINS + 1)
@@ -59,7 +77,7 @@ def main():
 
     completions = []
     slot = 0
-    for qn_id in QUESTIONNAIRE_IDS:
+    for qn_id in questionnaire_ids:
         for _ in range(PER_QUESTIONNAIRE):
             client_code = clients_with_data[slot % len(clients_with_data)]
             completions.append({
@@ -68,17 +86,25 @@ def main():
             })
             slot += 1
 
+    bundle_note = BUNDLE_PATH.name if BUNDLE_PATH.is_file() else "fallback questionnaire list"
+
     fixture = {
         "fixtureVersion": 1,
-        "description": "Dev/test users, clients, and completed questionnaires. Skip-on-conflict import; password socialvrlab.",
+        "description": (
+            f"Dev/test users, clients, and completed questionnaires ({SCALE}x scale). "
+            f"Questionnaires aligned with {bundle_note}. Skip-on-conflict import; password socialvrlab."
+        ),
         "prefix": PREFIX,
         "defaultPassword": PASSWORD,
+        "sourceBundle": bundle_note,
+        "questionnaireIDs": questionnaire_ids,
         "admins": admins,
         "supervisors": supervisors,
         "coaches": coaches,
         "clients": clients,
         "completions": completions,
         "stats": {
+            "scale": SCALE,
             "admins": len(admins),
             "supervisors": len(supervisors),
             "coaches": len(coaches),
@@ -86,6 +112,7 @@ def main():
             "clientsWithoutCompletions": CLIENTS_WITHOUT_COMPLETIONS,
             "completions": len(completions),
             "perQuestionnaire": PER_QUESTIONNAIRE,
+            "questionnaires": len(questionnaire_ids),
         },
     }