feat(connector): [31188f42] Finalize production optimizations, filtering, and dashboard enhancements

connector-superoffice/tools/blind_check_associates.py

@@ -0,0 +1,45 @@
+import sys
+import os
+import json
+
+# Absolute path setup
+current_dir = os.path.dirname(os.path.abspath(__file__))
+connector_dir = os.path.abspath(os.path.join(current_dir, '..'))
+sys.path.insert(0, connector_dir)
+
+from superoffice_client import SuperOfficeClient
+
+def blind_check():
+    print("🕵️ Testing Manuel's Filter: contactAssociate/contactFullName eq 'RoboPlanet GmbH'")
+    client = SuperOfficeClient()
+    if not client.access_token:
+        print("❌ Auth failed.")
+        return
+
+    # Manuel's filter logic with Count
+    endpoint = "Contact?$filter=contactAssociate/contactFullName eq 'RoboPlanet GmbH'&$top=0&$count=true"
+    
+    print(f"📡 Querying: {endpoint}")
+    try:
+        resp = client._get(endpoint)
+        count = resp.get('@odata.count')
+        print(f"\n🎯 RESULT: Manuel's Filter found {count} accounts.")
+        
+        if count == 17014:
+            print("✅ PERFECT MATCH! Manuel's filter matches your UI count exactly.")
+        else:
+            print(f"ℹ️ Delta to UI: {17014 - (count or 0)}")
+            
+    except Exception as e:
+        print(f"❌ Manuel's filter failed: {e}")
+        # Try without spaces encoded
+        print("Trying with encoded spaces...")
+        try:
+             endpoint_enc = "Contact?$filter=contactAssociate/contactFullName eq 'RoboPlanet+GmbH'&$top=0&$count=true"
+             resp = client._get(endpoint_enc)
+             print(f"🎯 Encoded Result: {resp.get('@odata.count')}")
+        except:
+             pass
+
+if __name__ == "__main__":
+    blind_check()

connector-superoffice/tools/check_contact_associate.py

@@ -0,0 +1,47 @@
+import sys
+import os
+import json
+
+# Absolute path setup
+current_dir = os.path.dirname(os.path.abspath(__file__))
+connector_dir = os.path.abspath(os.path.join(current_dir, '..'))
+sys.path.insert(0, connector_dir)
+
+from superoffice_client import SuperOfficeClient
+
+def check_associate_details():
+    print("🔎 Checking Associate Details in Contact Record...")
+    client = SuperOfficeClient()
+    if not client.access_token:
+        print("❌ Auth failed.")
+        return
+
+    # Use our known test company (if it still exists - oh wait, we deleted it!)
+    # We need to find ANY contact.
+    
+    # Search for any contact
+    print("Searching for a contact...")
+    contacts = client.search("Contact?$top=1")
+    
+    if contacts:
+        cid = contacts[0].get('contactId') or contacts[0].get('ContactId')
+        print(f"✅ Found Contact ID: {cid}")
+        
+        # Fetch Full Details
+        print("Fetching details...")
+        details = client.get_contact(cid)
+        
+        assoc = details.get('Associate')
+        print("--- Associate Object ---")
+        print(json.dumps(assoc, indent=2))
+        
+        if assoc and 'GroupIdx' in assoc:
+            print(f"✅ SUCCESS: GroupIdx is available: {assoc['GroupIdx']}")
+        else:
+            print("❌ FAILURE: GroupIdx is MISSING in Contact details.")
+            
+    else:
+        print("❌ No contacts found in system.")
+
+if __name__ == "__main__":
+    check_associate_details()

connector-superoffice/tools/check_filter_counts.py

@@ -0,0 +1,38 @@
+import sys
+import os
+import json
+
+# Absolute path setup
+current_dir = os.path.dirname(os.path.abspath(__file__))
+connector_dir = os.path.abspath(os.path.join(current_dir, '..'))
+sys.path.insert(0, connector_dir)
+
+from superoffice_client import SuperOfficeClient
+
+def check_counts():
+    print("📊 Verifying Filter Logic via OData Search...")
+    client = SuperOfficeClient()
+    if not client.access_token:
+        print("❌ Auth failed.")
+        return
+
+    # Simplified OData Search
+    # We ask for top=1 but want the total count
+    endpoint = "Contact?$filter=name contains 'GmbH'&$top=1&$select=Associate"
+    
+    print(f"📡 Querying: {endpoint}")
+    try:
+        resp = client._get(endpoint)
+        print("--- RAW RESPONSE START ---")
+        print(json.dumps(resp, indent=2))
+        print("--- RAW RESPONSE END ---")
+        
+    except Exception as e:
+        print(f"❌ Error: {e}")
+
+if __name__ == "__main__":
+    check_counts()
+
+
+if __name__ == "__main__":
+    check_counts()

connector-superoffice/tools/check_selection_members.py

@@ -0,0 +1,52 @@
+import sys
+import os
+import json
+
+# Absolute path setup
+current_dir = os.path.dirname(os.path.abspath(__file__))
+connector_dir = os.path.abspath(os.path.join(current_dir, '..'))
+sys.path.insert(0, connector_dir)
+
+from superoffice_client import SuperOfficeClient
+
+def check_selection():
+    selection_id = 10960
+    print(f"🔎 Inspecting Selection {selection_id} (Alle_Contacts_Roboplanet)...")
+    client = SuperOfficeClient()
+    if not client.access_token:
+        print("❌ Auth failed.")
+        return
+
+    # 1. Get Selection Metadata
+    print("\n📋 Fetching Selection Details...")
+    details = client._get(f"Selection/{selection_id}")
+    if details:
+        print(f"   Name: {details.get('Name')}")
+        print(f"   Description: {details.get('Description')}")
+        print(f"   Type: {details.get('SelectionType')}") # e.g. Dynamic, Static
+    
+    # 2. Fetch Members via direct Selection endpoint
+    print("\n👥 Fetching first 10 Members via direct Selection endpoint...")
+    # Direct endpoint for Contact members of a selection
+    endpoint = f"Selection/{selection_id}/ContactMembers?$top=10"
+    
+    try:
+        members_resp = client._get(endpoint)
+        # OData usually returns a 'value' list
+        members = members_resp.get('value', []) if isinstance(members_resp, dict) else members_resp
+        
+        if members and isinstance(members, list):
+            print(f"✅ Found {len(members)} members in first page:")
+            for m in members:
+                # Structure might be flat or nested
+                name = m.get('Name') or m.get('name')
+                cid = m.get('ContactId') or m.get('contactId')
+                print(f"   - {name} (ContactID: {cid})")
+        else:
+             print("⚠️ No members found or response format unexpected.")
+             print(f"DEBUG: {json.dumps(members_resp, indent=2)}")
+    except Exception as e:
+        print(f"❌ Direct Selection members query failed: {e}")
+
+if __name__ == "__main__":
+    check_selection()

connector-superoffice/tools/check_selections_and_associates.py

@@ -0,0 +1,62 @@
+import sys
+import os
+import json
+
+# Absolute path setup
+current_dir = os.path.dirname(os.path.abspath(__file__))
+connector_dir = os.path.abspath(os.path.join(current_dir, '..'))
+sys.path.insert(0, connector_dir)
+
+from superoffice_client import SuperOfficeClient
+
+def run_discovery():
+    print("🔎 Discovery: Searching for Selections and Associate Mapping...")
+    client = SuperOfficeClient()
+    if not client.access_token:
+        print("❌ Auth failed.")
+        return
+
+    # 1. Search for Selections
+    print("\n📁 Searching for 'Roboplanet' Selections...")
+    # Selections can be found via Archive or direct endpoint
+    selections = client.search("Selection?$filter=name contains 'Roboplanet'")
+    if selections:
+        print(f"✅ Found {len(selections)} matching selections:")
+        for sel in selections:
+            sid = sel.get('SelectionId') or sel.get('selectionId')
+            name = sel.get('Name') or sel.get('name')
+            print(f"   - {name} (ID: {sid})")
+    else:
+        print("⚠️ No selections found with name 'Roboplanet'.")
+
+    # 2. Get Associate Mapping via Archive Provider
+    # This avoids the Associate/{id} 500 error
+    print("\n👥 Fetching Associate-to-Group mapping via Archive...")
+    # Provider 'associate' is standard
+    endpoint = "Archive/dynamic?provider=associate&columns=associateId,name,groupIdx"
+    try:
+        mapping_data = client._get(endpoint)
+        if mapping_data and isinstance(mapping_data, list):
+            print(f"✅ Received {len(mapping_data)} associate records.")
+            robo_user_ids = []
+            for item in mapping_data:
+                aid = item.get("associateId")
+                name = item.get("name")
+                gid = item.get("groupIdx")
+                
+                if gid == 52:
+                    print(f"   - [ROBO] {name} (ID: {aid}, Group: {gid})")
+                    robo_user_ids.append(aid)
+                elif "Fottner" in str(name) or aid == 321:
+                    print(f"   - [EXCLUDE] {name} (ID: {aid}, Group: {gid})")
+
+            print(f"\n🚀 Identified {len(robo_user_ids)} Roboplanet Users.")
+            if robo_user_ids:
+                print(f"List of IDs: {robo_user_ids}")
+        else:
+            print("❌ Archive query returned no associate mapping.")
+    except Exception as e:
+        print(f"❌ Archive query failed: {e}")
+
+if __name__ == "__main__":
+    run_discovery()

connector-superoffice/tools/count_roboplanet_total.py

@@ -0,0 +1,69 @@
+import sys
+import os
+import json
+
+# Absolute path setup
+current_dir = os.path.dirname(os.path.abspath(__file__))
+connector_dir = os.path.abspath(os.path.join(current_dir, '..'))
+sys.path.insert(0, connector_dir)
+
+from superoffice_client import SuperOfficeClient
+from config import settings
+
+def verify_total_counts():
+    print("📊 Verifying Global Account Counts...")
+    client = SuperOfficeClient()
+    if not client.access_token:
+        print("❌ Auth failed.")
+        return
+
+    whitelist = settings.ROBOPLANET_WHITELIST
+    
+    # 1. Try to get MemberCount from the Selection 10960 directly
+    print("\n📁 Checking Selection 10960 (Alle_Contacts_Roboplanet)...")
+    try:
+        sel_details = client._get("Selection/10960")
+        if sel_details:
+            # Note: MemberCount is often a property of the Selection entity
+            count = sel_details.get("MemberCount")
+            print(f"   🔹 Web-Interface-equivalent Count (MemberCount): {count}")
+    except Exception as e:
+        print(f"   ⚠️ Could not fetch Selection count property: {e}")
+
+    # 2. Manual Aggregate Count via OData
+    # We construct a filter for all our IDs and Shortnames
+    # This might be too long for a URL, so we do it in smaller batches if needed
+    print("\n📡 Calculating Netto Count for Whitelist (IDs + Names)...")
+    
+    # Divide whitelist into IDs and Names
+    ids = [x for x in whitelist if isinstance(x, int)]
+    names = [x for x in whitelist if isinstance(x, str)]
+    
+    # Construct OData filter string
+    # example: (associateId eq 528 or associateId eq 485 or associateId eq 'RKAB')
+    id_filters = [f"associateId eq {i}" for i in ids]
+    name_filters = [f"associateId eq '{n}'" for n in names]
+    full_filter = " or ".join(id_filters + name_filters)
+    
+    # We use $top=0 and $count=true to get JUST the number
+    endpoint = f"Contact?$filter={full_filter}&$top=0&$count=true"
+    
+    try:
+        # Note: If the URL is too long (> 2000 chars), this might fail.
+        # But for ~60 entries it should be fine.
+        resp = client._get(endpoint)
+        total_api_count = resp.get("@odata.count")
+        print(f"   🎯 API Calculated Count (Whitelist-Match): {total_api_count}")
+        
+        if total_api_count is not None:
+            print(f"\n✅ PROOF: The API identifies {total_api_count} accounts for Roboplanet.")
+            print("👉 Bitte vergleiche diese Zahl mit der Selektion 'Alle_Contacts_Roboplanet' im SuperOffice Web-Interface.")
+        else:
+            print("❌ API did not return a count property.")
+            
+    except Exception as e:
+        print(f"❌ OData Aggregation failed: {e}")
+        print("   The filter string might be too long for the API.")
+
+if __name__ == "__main__":
+    verify_total_counts()

connector-superoffice/tools/debug_names.py

@@ -0,0 +1,35 @@
+import sys
+import os
+import json
+
+# Absolute path setup
+current_dir = os.path.dirname(os.path.abspath(__file__))
+connector_dir = os.path.abspath(os.path.join(current_dir, '..'))
+sys.path.insert(0, connector_dir)
+
+from superoffice_client import SuperOfficeClient
+
+def debug_names():
+    print("🔎 Debugging Associate Names...")
+    client = SuperOfficeClient()
+    if not client.access_token:
+        print("❌ Auth failed.")
+        return
+
+    endpoint = "Contact?$orderby=contactId desc&$top=5&$select=name,Associate/Name"
+    
+    print(f"📡 Querying: {endpoint}")
+    contacts = client.search(endpoint)
+    
+    if contacts:
+        for c in contacts:
+            cname = c.get('name')
+            assoc = c.get('Associate') or {}
+            aname = assoc.get('Name')
+            print(f"   🏢 Contact: {cname}")
+            print(f"      👉 Associate Name: '{aname}'")
+    else:
+        print("❌ No contacts found.")
+
+if __name__ == "__main__":
+    debug_names()

connector-superoffice/tools/discover_associates.py

@@ -0,0 +1,66 @@
+import sys
+import os
+import json
+
+# Absolute path setup to avoid import errors
+current_dir = os.path.dirname(os.path.abspath(__file__))
+connector_dir = os.path.abspath(os.path.join(current_dir, '..'))
+sys.path.insert(0, connector_dir)
+
+from superoffice_client import SuperOfficeClient
+
+def discover_associates_and_groups():
+    print("🔎 Discovering Associates and Groups...")
+    client = SuperOfficeClient()
+    if not client.access_token:
+        print("❌ Auth failed.")
+        return
+
+    # 1. Fetch User Groups
+    print("\n👥 Fetching User Groups...")
+    groups = client._get("MDOList/usergroup")
+    
+    robo_group_id = None
+    
+    if groups:
+        for group in groups:
+            name = group.get('Name')
+            grp_id = group.get('Id')
+            print(f"   - Group: {name} (ID: {grp_id})")
+            if "Roboplanet" in name:
+                robo_group_id = grp_id
+    
+    if robo_group_id:
+        print(f"✅ Identified Roboplanet Group ID: {robo_group_id}")
+    else:
+        print("⚠️ Could not auto-identify Roboplanet group. Check the list above.")
+
+    # 2. Check Candidate IDs directly
+    print("\n👤 Checking specific Person IDs for Willi Fottner...")
+    candidates = [6, 182552]
+    
+    for pid in candidates:
+        try:
+            p = client.get_person(pid)
+            if p:
+                fname = p.get('Firstname')
+                lname = p.get('Lastname')
+                is_assoc = p.get('IsAssociate')
+                
+                print(f"   👉 Person {pid}: {fname} {lname} (IsAssociate: {is_assoc})")
+                
+                if is_assoc:
+                     assoc_obj = p.get("Associate")
+                     if assoc_obj:
+                         assoc_id = assoc_obj.get("AssociateId")
+                         grp = assoc_obj.get("GroupIdx")
+                         print(f"     ✅ IS ASSOCIATE! ID: {assoc_id}, Group: {grp}")
+                         if "Fottner" in str(lname) or "Willi" in str(fname):
+                             print(f"     🎯 TARGET IDENTIFIED: Willi Fottner is Associate ID {assoc_id}")
+        except Exception as e:
+            print(f"   ❌ Error checking Person {pid}: {e}")
+
+    print("\n--- Done ---")
+
+if __name__ == "__main__":
+    discover_associates_and_groups()

connector-superoffice/tools/final_vertical_discovery.py

@@ -0,0 +1,66 @@
+import sys
+import os
+import json
+
+# Absolute path to the connector-superoffice directory
+current_dir = os.path.dirname(os.path.abspath(__file__))
+connector_dir = os.path.abspath(os.path.join(current_dir, '..'))
+
+# CRITICAL: Insert at 0 to shadow /app/config.py
+sys.path.insert(0, connector_dir)
+
+from superoffice_client import SuperOfficeClient
+
+def discover_verticals():
+    print("🔎 Starting Final Vertical Discovery (Production)...")
+    client = SuperOfficeClient()
+    if not client.access_token:
+        print("❌ Auth failed.")
+        return
+
+    # 1. Fetch Contact UDF Layout to find the List ID behind SuperOffice:83
+    print("📡 Fetching Contact UDF Layout (Metadata)...")
+    layout = client._get("Contact/UdefLayout/Published")
+    
+    list_id = None
+    if layout and 'Fields' in layout:
+        for field in layout['Fields']:
+            if field.get('ProgId') == 'SuperOffice:83':
+                print(f"✅ Found SuperOffice:83: {field.get('Label')}")
+                list_id = field.get('ListId')
+                print(f"✅ List ID: {list_id}")
+                break
+    
+    if not list_id:
+        print("❌ Could not find Metadata for SuperOffice:83.")
+        return
+
+    # 2. Fetch the List Items for this List
+    print(f"📡 Fetching List Items for List ID {list_id}...")
+    # List endpoint is typically List/ListId/Items
+    # Let's try to get all rows for this list
+    items = client._get(f"List/{list_id}/Items")
+    
+    if items:
+        print(f"✅ SUCCESS! Found {len(items)} items in the Vertical list.")
+        mapping = {}
+        for item in items:
+            name = item.get('Value') or item.get('Name')
+            item_id = item.get('Id')
+            mapping[name] = item_id
+            print(f"   - {name}: {item_id}")
+        
+        print("\n🚀 FINAL MAPPING JSON (Copy to .env VERTICAL_MAP_JSON):")
+        print(json.dumps(mapping))
+    else:
+        print(f"❌ Could not fetch items for List {list_id}. Trying MDO List...")
+        # Fallback to MDO List
+        mdo_items = client._get(f"MDOList/udlist{list_id}")
+        if mdo_items:
+             print("✅ Success via MDO List.")
+             # ... process mdo items if needed ...
+        else:
+             print("❌ MDO List fallback failed too.")
+
+if __name__ == "__main__":
+    discover_verticals()

connector-superoffice/tools/find_latest_roboplanet_account.py

@@ -0,0 +1,41 @@
+import sys
+import os
+import json
+
+# Absolute path setup
+current_dir = os.path.dirname(os.path.abspath(__file__))
+connector_dir = os.path.abspath(os.path.join(current_dir, '..'))
+sys.path.insert(0, connector_dir)
+
+from superoffice_client import SuperOfficeClient
+
+def find_latest_roboplanet():
+    print("🔎 Searching for the latest Roboplanet (Group 52) Account...")
+    client = SuperOfficeClient()
+    if not client.access_token:
+        print("❌ Auth failed.")
+        return
+
+    # DIAGNOSTIC: Search for Account of Associate 528 (RCGO)
+    endpoint = "Contact?$filter=associateId eq 528&$orderby=contactId desc&$top=1&$select=contactId,name,Associate"
+    
+    print(f"📡 Diagnostic Query: {endpoint}")
+    
+    try:
+        results = client.search(endpoint)
+        
+        if results and len(results) > 0:
+            contact = results[0]
+            print("\n✅ FOUND ACCOUNT FOR RCGO (528):")
+            print(json.dumps(contact, indent=2))
+            
+            # Check GroupIdx
+            # Usually flat like "Associate": {"GroupIdx": 52...}
+        else:
+            print("\n❌ NO ACCOUNTS FOUND for RCGO (528).")
+
+    except Exception as e:
+        print(f"❌ Error: {e}")
+
+if __name__ == "__main__":
+    find_latest_roboplanet()

connector-superoffice/tools/find_missing_whitelist_ids.py

@@ -0,0 +1,60 @@
+import sys
+import os
+import json
+
+# Absolute path setup
+current_dir = os.path.dirname(os.path.abspath(__file__))
+connector_dir = os.path.abspath(os.path.join(current_dir, '..'))
+sys.path.insert(0, connector_dir)
+
+from superoffice_client import SuperOfficeClient
+from config import settings
+
+def find_missing():
+    print("🔎 Scanning for Associate IDs not in Whitelist...")
+    client = SuperOfficeClient()
+    if not client.access_token:
+        print("❌ Auth failed.")
+        return
+
+    whitelist = settings.ROBOPLANET_WHITELIST
+    
+    # Fetch 500 contacts
+    limit = 500
+    endpoint = f"Contact?$orderby=contactId desc&$top={limit}&$select=associateId"
+    
+    print(f"📡 Scanning {limit} records...")
+    contacts = client.search(endpoint)
+    
+    if contacts:
+        missing_ids = set()
+        match_count = 0
+        for c in contacts:
+            aid = c.get('associateId') or c.get('AssociateId')
+            if aid:
+                is_match = False
+                if str(aid).upper() in whitelist: is_match = True
+                try:
+                    if int(aid) in whitelist: is_match = True
+                except: pass
+                
+                if is_match:
+                    match_count += 1
+                else:
+                    missing_ids.add(aid)
+        
+        print(f"\n📊 Scan Results ({limit} records):")
+        print(f"   - Total Matches (Roboplanet): {match_count}")
+        print(f"   - Missing/Other IDs: {len(missing_ids)}")
+        
+        if missing_ids:
+            print("\n✅ Found IDs NOT in whitelist:")
+            for mid in sorted(list(missing_ids), key=lambda x: str(x)):
+                print(f"   - {mid}")
+            
+        print("\n👉 Bitte prüfe, ob eine dieser IDs ebenfalls zu Roboplanet gehört.")
+    else:
+        print("❌ No contacts found.")
+
+if __name__ == "__main__":
+    find_missing()

connector-superoffice/tools/inspect_group_users.py

@@ -0,0 +1,98 @@
+import sys
+import os
+import json
+
+# Absolute path setup
+current_dir = os.path.dirname(os.path.abspath(__file__))
+connector_dir = os.path.abspath(os.path.join(current_dir, '..'))
+sys.path.insert(0, connector_dir)
+
+from superoffice_client import SuperOfficeClient
+
+def inspect_group():
+    print("🔎 Inspecting Group 52 (Roboplanet)...")
+    client = SuperOfficeClient()
+    if not client.access_token:
+        print("❌ Auth failed.")
+        return
+
+    # 1. Find Users in Group 52
+    print("\n👥 Finding Associates in Group 52...")
+    associates = client._get("MDOList/associate")
+    
+    robo_associates = []
+    if associates:
+        for assoc in associates:
+            # Note: MDOList returns flat items. 
+            # We might need to fetch details or check 'GroupIdx' if present in ExtraInfo
+            # Let's check keys first
+            # print(assoc.keys())
+            
+            # The 'GroupIdx' is usually in 'ExtraInfo' or needs detail fetch
+            # But earlier discovery showed 'GroupIdx' directly? No, I inferred it.
+            # Let's fetch details for a few to be sure.
+            assoc_id = assoc.get('Id')
+            
+            # Optimization: Only check first 50 to avoid spam, or check by Name if we know one
+            # Better: Use OData to filter associates by group? 
+            # "Associate?$filter=groupIdx eq 52" -> Let's try this first!
+            pass
+
+    # Efficient OData Search for Associates in Group 52
+    users_in_group = client.search("Associate?$filter=groupIdx eq 52")
+    
+    if users_in_group:
+        print(f"✅ Found {len(users_in_group)} Associates in Group 52:")
+        for u in users_in_group:
+            uid = u.get('associateId') or u.get('AssociateId')
+            name = u.get('name') or u.get('Name') or u.get('fullName')
+            print(f"   - {name} (ID: {uid})")
+            robo_associates.append(uid)
+    else:
+        print("⚠️ No Associates found in Group 52 via OData.")
+        print("   Trying manual scan of MDOList (slower)...")
+        # Fallback loop
+        if associates:
+            count = 0
+            for assoc in associates:
+                aid = assoc.get('Id')
+                det = client._get(f"Associate/{aid}")
+                if det and det.get('GroupIdx') == 52:
+                    print(f"   - {det.get('Name')} (ID: {aid}) [via Detail]")
+                    robo_associates.append(aid)
+                    count += 1
+                if count > 5: 
+                    print("   ... (stopping scan)")
+                    break
+
+    if not robo_associates:
+        print("❌ CRITICAL: Group 52 seems empty! Filter logic will block everything.")
+        return
+
+    # 2. Check a Contact owned by one of these users
+    test_user_id = robo_associates[0]
+    print(f"\n🏢 Checking a Contact owned by User {test_user_id}...")
+    
+    contacts = client.search(f"Contact?$filter=associateId eq {test_user_id}&$top=1&$select=ContactId,Name,Associate/GroupIdx")
+    
+    if contacts:
+        c = contacts[0]
+        cid = c.get('contactId') or c.get('ContactId')
+        cname = c.get('name') or c.get('Name')
+        # Check nested Associate GroupIdx if returned, or fetch detail
+        print(f"   found: {cname} (ID: {cid})")
+        
+        # Double Check with full Get
+        full_c = client.get_contact(cid)
+        assoc_grp = full_c.get('Associate', {}).get('GroupIdx')
+        print(f"   👉 Contact Associate GroupIdx: {assoc_grp}")
+        
+        if assoc_grp == 52:
+            print("✅ VERIFIED: Filter logic 'GroupIdx == 52' will work.")
+        else:
+            print(f"❌ MISMATCH: Contact GroupIdx is {assoc_grp}, expected 52.")
+    else:
+        print("⚠️ User has no contacts. Cannot verify contact group mapping.")
+
+if __name__ == "__main__":
+    inspect_group()

connector-superoffice/tools/precise_count_verification.py

@@ -0,0 +1,73 @@
+import sys
+import os
+import json
+
+# Absolute path setup
+current_dir = os.path.dirname(os.path.abspath(__file__))
+connector_dir = os.path.abspath(os.path.join(current_dir, '..'))
+sys.path.insert(0, connector_dir)
+
+from superoffice_client import SuperOfficeClient
+from config import settings
+
+def run_precise_check():
+    print("📊 Precise Count Verification: API vs. Whitelist...")
+    client = SuperOfficeClient()
+    if not client.access_token:
+        print("❌ Auth failed.")
+        return
+
+    whitelist = settings.ROBOPLANET_WHITELIST
+    ids_in_whitelist = [x for x in whitelist if isinstance(x, int)]
+    
+    # 1. Individual Counts for our Whitelist IDs
+    print(f"\n🔢 Counting accounts for the {len(ids_in_whitelist)} IDs in whitelist...")
+    total_whitelist_count = 0
+    for aid in ids_in_whitelist:
+        endpoint = f"Contact?$filter=associateId eq {aid}&$top=0&$count=true"
+        try:
+            resp = client._get(endpoint)
+            count = resp.get('@odata.count') or 0
+            if count > 0:
+                # print(f"   - ID {aid}: {count}")
+                total_whitelist_count += count
+        except:
+            pass
+    
+    print(f"✅ Total accounts owned by Whitelist IDs: {total_whitelist_count}")
+
+    # 2. Check for "Strangers" in the Selection 10960
+    # We want to find who else is in that selection
+    print(f"\n🕵️ Looking for Owners in Selection 10960 who are NOT in our whitelist...")
+    
+    # We use Archive/dynamic to group members by AssociateId
+    # This is the most efficient way to see all owners in the selection
+    endpoint = "Archive/dynamic?provider=selectionmember&columns=contact/associateId,contact/associate/name&criteria=selectionId=10960&$top=1000"
+    
+    try:
+        members = client._get(endpoint)
+        if members and isinstance(members, list):
+            owners_in_selection = {}
+            for m in members:
+                aid = m.get("contact/associateId")
+                aname = m.get("contact/associate/name")
+                if aid:
+                    owners_in_selection[aid] = aname
+            
+            print(f"Found {len(owners_in_selection)} distinct owners in the first 1000 members of selection.")
+            for aid, name in owners_in_selection.items():
+                if aid not in whitelist and name not in whitelist:
+                    print(f"   ⚠️ OWNER NOT IN WHITELIST: {name} (ID: {aid})")
+        else:
+            print("⚠️ Could not group selection members by owner via API.")
+            
+    except Exception as e:
+        print(f"⚠️ Archive grouping failed: {e}")
+
+    print(f"\n🏁 Target from UI: 17014")
+    print(f"🏁 Whitelist sum: {total_whitelist_count}")
+    delta = 17014 - total_whitelist_count
+    print(f"🏁 Delta: {delta}")
+
+if __name__ == "__main__":
+    run_precise_check()

connector-superoffice/tools/test_selection_membership.py

@@ -0,0 +1,41 @@
+import sys
+import os
+import json
+
+# Absolute path setup
+current_dir = os.path.dirname(os.path.abspath(__file__))
+connector_dir = os.path.abspath(os.path.join(current_dir, '..'))
+sys.path.insert(0, connector_dir)
+
+from superoffice_client import SuperOfficeClient
+
+def test_membership(contact_id: int):
+    selection_id = 10960
+    print(f"🔎 Testing if Contact {contact_id} is member of Selection {selection_id}...")
+    client = SuperOfficeClient()
+    
+    # Efficient Membership Check
+    # GET Selection/{id}/MemberStatus/Contact/{contactId}
+    endpoint = f"Selection/{selection_id}/MemberStatus/Contact/{contact_id}"
+    
+    print(f"📡 Querying: {endpoint}")
+    try:
+        resp = client._get(endpoint)
+        print(f"✅ Response: {json.dumps(resp, indent=2)}")
+        
+        # Result format is usually a string: "Member", "NotMember", "Excluded"
+        if resp == "Member":
+            print("🎯 YES: Contact is a member.")
+        else:
+            print("⏭️ NO: Contact is NOT a member.")
+            
+    except Exception as e:
+        print(f"❌ Membership check failed: {e}")
+
+if __name__ == "__main__":
+    # Test with Tanja Ullmann (171188) which we identified as Roboplanet
+    test_membership(171188)
+    
+    # Test with Wackler parent (ID 3)
+    print("\n--- Control Test ---")
+    test_membership(3)

connector-superoffice/tools/verify_latest_roboplanet.py

@@ -0,0 +1,80 @@
+import sys
+import os
+import json
+
+# Absolute path setup
+current_dir = os.path.dirname(os.path.abspath(__file__))
+connector_dir = os.path.abspath(os.path.join(current_dir, '..'))
+sys.path.insert(0, connector_dir)
+
+from superoffice_client import SuperOfficeClient
+from config import settings
+
+def find_latest_match():
+    print("🔎 Searching for the youngest account assigned to a Roboplanet user...")
+    client = SuperOfficeClient()
+    if not client.access_token:
+        print("❌ Auth failed.")
+        return
+
+    whitelist = settings.ROBOPLANET_WHITELIST
+    print(f"📋 Whitelist contains {len(whitelist)} entries (IDs + Names).")
+
+    # 1. Fetch more contacts to find a match
+    limit = 1000
+    endpoint = f"Contact?$orderby=contactId desc&$top={limit}&$select=contactId,name,associateId"
+    
+    print(f"📡 Fetching latest {limit} contacts (this may take a few seconds)...")
+    try:
+        contacts = client.search(endpoint)
+        if not contacts:
+            print("❌ No contacts returned from API.")
+            return
+
+        print(f"✅ Received {len(contacts)} contacts. Checking against whitelist...")
+        
+        found = False
+        for i, c in enumerate(contacts):
+            if i > 0 and i % 100 == 0:
+                print(f"   ... checked {i} records ...")
+            
+            cid = c.get('contactId') or c.get('ContactId')
+            cname = c.get('name') or c.get('Name')
+            
+            # Extract associate identifier (might be ID or Name)
+            raw_aid = c.get('associateId') or c.get('AssociateId')
+            
+            is_match = False
+            if raw_aid:
+                # 1. Try as String (Name)
+                val_str = str(raw_aid).upper().strip()
+                if val_str in whitelist:
+                    is_match = True
+                else:
+                    # 2. Try as Int (ID)
+                    try:
+                        if int(raw_aid) in whitelist:
+                            is_match = True
+                    except (ValueError, TypeError):
+                        pass
+
+            if is_match:
+                print("\n🎯 FOUND YOUNGEST ROBOPLANET ACCOUNT:")
+                print(f"   - Company Name: {cname}")
+                print(f"   - Contact ID:   {cid}")
+                print(f"   - Responsible Identifier: {raw_aid}")
+                print(f"   - Link: https://online3.superoffice.com/Cust26720/default.aspx?contact?contact_id={cid}")
+                found = True
+                break
+        
+        if not found:
+            print(f"\n⚠️ No match found in the last {limit} contacts.")
+            print("   This confirms that recent activity is from non-whitelist users.")
+
+    except Exception as e:
+        print(f"❌ Error: {e}")
+        import traceback
+        traceback.print_exc()
+
+if __name__ == "__main__":
+    find_latest_match()

connector-superoffice/tools/verify_selection_members_directly.py

@@ -0,0 +1,67 @@
+import sys
+import os
+import json
+
+# Absolute path setup
+current_dir = os.path.dirname(os.path.abspath(__file__))
+connector_dir = os.path.abspath(os.path.join(current_dir, '..'))
+sys.path.insert(0, connector_dir)
+
+from superoffice_client import SuperOfficeClient
+from config import settings
+
+def verify():
+    selection_id = 10960
+    print(f"🔎 Verifying members of Selection {selection_id}...")
+    client = SuperOfficeClient()
+    if not client.access_token:
+        print("❌ Auth failed.")
+        return
+
+    # Use the Selection/ID/ContactMembers endpoint which is part of the REST API
+    # We ask for a few members and their Associate info
+    endpoint = f"Selection/{selection_id}/ContactMembers?$top=50&$select=ContactId,Name,AssociateId"
+    
+    print(f"📡 Querying: {endpoint}")
+    try:
+        resp = client._get(endpoint)
+        # OData returns 'value'
+        members = resp.get('value', [])
+        
+        if not members:
+            print("⚠️ No members found via REST. Trying alternative Archive call...")
+            # If REST fails, we might have to use a different approach
+            return
+
+        print(f"✅ Found {len(members)} members. Inspecting owners...")
+        
+        whitelist = settings.ROBOPLANET_WHITELIST
+        owners_found = {}
+        
+        for m in members:
+            cid = m.get('ContactId')
+            cname = m.get('Name')
+            # The AssociateId might be named differently in the response
+            aid = m.get('AssociateId')
+            
+            if aid:
+                is_robo = aid in whitelist or str(aid).upper() in whitelist
+                status = "✅ ROBO" if is_robo else "❌ STRANGER"
+                owners_found[aid] = (status, aid)
+                # print(f"   - Contact {cid} ({cname}): Owner {aid} [{status}]")
+
+        print("\n📊 Summary of Owners in Selection:")
+        for aid, (status, val) in owners_found.items():
+            print(f"   {status}: Associate {aid}")
+
+        if any("STRANGER" in s for s, v in owners_found.values()):
+             print("\n⚠️ ALERT: Found owners in the selection who are NOT in our whitelist.")
+             print("This explains the delta. Please check if these IDs should be added.")
+        else:
+             print("\n✅ All sampled members belong to whitelist users.")
+
+    except Exception as e:
+        print(f"❌ Error: {e}")
+
+if __name__ == "__main__":
+    verify()