import streamlit as st from st_cytoscape import cytoscape from qdrant_client import models from ui_config import COLLECTION_PREFIX, GRAPH_COLORS from ui_callbacks import switch_to_editor_callback def render_graph_explorer_cytoscape(graph_service): st.header("🕸️ Graph Explorer (Cytoscape)") # --- STATE INITIALISIERUNG --- if "graph_center_id" not in st.session_state: st.session_state.graph_center_id = None if "graph_inspected_id" not in st.session_state: st.session_state.graph_inspected_id = None # Defaults für Layout st.session_state.setdefault("cy_node_repulsion", 1000000) st.session_state.setdefault("cy_ideal_edge_len", 150) st.session_state.setdefault("cy_depth", 2) col_ctrl, col_graph = st.columns([1, 4]) # --- LINKES PANEL: SUCHE & SETTINGS --- with col_ctrl: st.subheader("Fokus") search_term = st.text_input("Suche Notiz", placeholder="Titel eingeben...", key="cy_search") if search_term: hits, _ = graph_service.client.scroll( collection_name=f"{COLLECTION_PREFIX}_notes", limit=10, scroll_filter=models.Filter(must=[models.FieldCondition(key="title", match=models.MatchText(text=search_term))]) ) options = {h.payload['title']: h.payload['note_id'] for h in hits} if options: selected_title = st.selectbox("Ergebnisse:", list(options.keys()), key="cy_select") if st.button("Laden", use_container_width=True, key="cy_load"): new_id = options[selected_title] st.session_state.graph_center_id = new_id st.session_state.graph_inspected_id = new_id st.rerun() st.divider() with st.expander("👁️ Layout Einstellungen", expanded=True): st.session_state.cy_depth = st.slider("Tiefe (Tier)", 1, 3, st.session_state.cy_depth, key="cy_depth_slider") st.markdown("**COSE Layout**") st.session_state.cy_ideal_edge_len = st.slider("Kantenlänge", 50, 600, st.session_state.cy_ideal_edge_len, key="cy_len_slider") st.session_state.cy_node_repulsion = st.slider("Knoten-Abstoßung", 100000, 5000000, st.session_state.cy_node_repulsion, step=100000, key="cy_rep_slider") if st.button("Neu berechnen", key="cy_rerun"): st.rerun() st.divider() st.caption("Legende") for k, v in list(GRAPH_COLORS.items())[:8]: st.markdown(f"● {k}", unsafe_allow_html=True) # --- RECHTES PANEL: GRAPH & INSPECTOR --- with col_graph: center_id = st.session_state.graph_center_id # Init Fallback if not center_id and st.session_state.graph_inspected_id: center_id = st.session_state.graph_inspected_id st.session_state.graph_center_id = center_id if center_id: # Sync: Wenn Inspection None ist, setze auf Center if not st.session_state.graph_inspected_id: st.session_state.graph_inspected_id = center_id inspected_id = st.session_state.graph_inspected_id # --- DATEN LADEN --- with st.spinner(f"Lade Graph (Tiefe {st.session_state.cy_depth})..."): # 1. Graph Daten nodes_data, edges_data = graph_service.get_ego_graph( center_id, depth=st.session_state.cy_depth ) # 2. Detail Daten (nur für den Inspector) inspected_data = graph_service.get_note_with_full_content(inspected_id) # --- ACTION BAR --- action_container = st.container() with action_container: c1, c2, c3 = st.columns([2, 1, 1]) with c1: title_show = inspected_data.get('title', inspected_id) if inspected_data else inspected_id st.info(f"**Ausgewählt:** {title_show}") with c2: # NAVIGATION if inspected_id != center_id: if st.button("🎯 Als Zentrum setzen", use_container_width=True, key="cy_nav_btn"): st.session_state.graph_center_id = inspected_id st.rerun() else: st.caption("_(Ist aktuelles Zentrum)_") with c3: # EDITIEREN if inspected_data: st.button("📝 Bearbeiten", use_container_width=True, on_click=switch_to_editor_callback, args=(inspected_data,), key="cy_edit_btn") # --- DATA INSPECTOR (Eingeklappt) --- with st.expander("🕵️ Data Inspector", expanded=False): if inspected_data: col_i1, col_i2 = st.columns(2) with col_i1: st.markdown(f"**ID:** `{inspected_data.get('note_id')}`") st.markdown(f"**Typ:** `{inspected_data.get('type')}`") with col_i2: st.markdown(f"**Tags:** {', '.join(inspected_data.get('tags', []))}") path_check = "✅" if inspected_data.get('path') else "❌" st.markdown(f"**Pfad:** {path_check}") st.text_area("Inhalt", inspected_data.get('fulltext', '')[:1000], height=200, disabled=True) else: st.warning("Keine Daten geladen.") # --- GRAPH ELEMENTS --- cy_elements = [] for n in nodes_data: # Logik: Wir vergeben Klassen statt Selection-State classes = [] if n.id == center_id: classes.append("center") if n.id == inspected_id: classes.append("inspected") tooltip_text = n.title if n.title else n.label display_label = n.label if len(display_label) > 15 and " " in display_label: display_label = display_label.replace(" ", "\n", 1) cy_node = { "data": { "id": n.id, "label": display_label, "bg_color": n.color, "tooltip": tooltip_text }, "classes": " ".join(classes), "selected": False # Wir deaktivieren die interne Selektion beim Init } cy_elements.append(cy_node) for e in edges_data: target_id = getattr(e, "to", getattr(e, "target", None)) if target_id: cy_edge = { "data": { "source": e.source, "target": target_id, "label": e.label, "line_color": e.color } } cy_elements.append(cy_edge) # --- STYLESHEET (Klassen-basiert) --- stylesheet = [ { "selector": "node", "style": { "label": "data(label)", "width": "30px", "height": "30px", "background-color": "data(bg_color)", "color": "#333", "font-size": "12px", "text-valign": "center", "text-halign": "center", "text-wrap": "wrap", "text-max-width": "90px", "border-width": 2, "border-color": "#fff", "title": "data(tooltip)" } }, # Klasse .inspected = Gelber Rahmen (Ersetzt :selected) { "selector": ".inspected", "style": { "border-width": 6, "border-color": "#FFC300", # Gelb/Gold "width": "50px", "height": "50px", "font-weight": "bold", "z-index": 999 } }, # Klasse .center = Roter Rahmen { "selector": ".center", "style": { "border-width": 4, "border-color": "#FF5733", # Rot "width": "40px", "height": "40px" } }, # Wenn beides zutrifft (Zentrum ist inspiziert) { "selector": ".center.inspected", "style": { "border-width": 6, "border-color": "#FF5733", # Rot gewinnt oder Mix "width": "55px", "height": "55px" } }, # Interne Selektion unsichtbar machen oder angleichen { "selector": "node:selected", "style": { "overlay-opacity": 0, # Kein blauer Schleier "border-width": 6, "border-color": "#FFC300" # Feedback beim Klick } }, { "selector": "edge", "style": { "width": 2, "line-color": "data(line_color)", "target-arrow-color": "data(line_color)", "target-arrow-shape": "triangle", "curve-style": "bezier", "label": "data(label)", "font-size": "10px", "color": "#666", "text-background-opacity": 0.8, "text-background-color": "#fff" } } ] # --- RENDER --- # KEY-STRATEGIE: # Der Key hängt NUR vom Zentrum und den Settings ab. # Wenn sich inspected_id ändert, bleibt der Key GLEICH -> Kein Re-Layout, nur Style-Update. graph_key = f"cy_{center_id}_{st.session_state.cy_depth}_{st.session_state.cy_ideal_edge_len}" clicked_elements = cytoscape( elements=cy_elements, stylesheet=stylesheet, layout={ "name": "cose", "idealEdgeLength": st.session_state.cy_ideal_edge_len, "nodeOverlap": 20, "refresh": 20, "fit": True, "padding": 50, "randomize": False, # WICHTIG gegen Springen "componentSpacing": 100, "nodeRepulsion": st.session_state.cy_node_repulsion, "edgeElasticity": 100, "nestingFactor": 5, "gravity": 80, "numIter": 1000, "initialTemp": 200, "coolingFactor": 0.95, "minTemp": 1.0, "animate": False }, key=graph_key, height="700px" ) # --- EVENT HANDLING --- if clicked_elements: clicked_nodes = clicked_elements.get("nodes", []) # Wir suchen nach der Node, die neu angeklickt wurde if clicked_nodes: # Wir nehmen die letzte Node in der Liste (meistens die neu geklickte) # oder filtern nach der, die nicht schon inspected ist candidate_id = None # Strategie: Wenn Liste > 1, nimm die ID die NICHT inspected_id ist if len(clicked_nodes) > 1: for nid in clicked_nodes: if nid != st.session_state.graph_inspected_id: candidate_id = nid break else: candidate_id = clicked_nodes[0] if candidate_id and candidate_id != st.session_state.graph_inspected_id: st.session_state.graph_inspected_id = candidate_id st.rerun() else: st.info("👈 Bitte wähle links eine Notiz aus.")