mindnet/app/frontend/ui_graph_cytoscape.py

260 lines
12 KiB
Python

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
# Getrennter State für Inspektion (Gelber Rahmen) vs. Navigation (Roter Rahmen)
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"<span style='color:{v}'>●</span> {k}", unsafe_allow_html=True)
# --- RECHTES PANEL: GRAPH & INSPECTOR ---
with col_graph:
center_id = st.session_state.graph_center_id
# Initialisierung falls leer
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 die Inspektion)
inspected_data = graph_service.get_note_with_full_content(inspected_id)
# --- ACTION BAR ---
action_container = st.container()
with action_container:
# Info Zeile
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: Nur wenn Inspiziert != Zentrum
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
# WICHTIG: Beim Navigieren (Zentrumswechsel) wird neu gerendert
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")
# --- INSPECTOR (Standard: Geschlossen) ---
with st.expander("🕵️ Data Inspector (Details)", 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_str = inspected_data.get('path') or inspected_data.get('file_path') or "N/A"
st.markdown(f"**Pfad:** `{path_str}`")
st.divider()
content_preview = inspected_data.get('fulltext', '')[:600]
st.text_area("Inhalt (Vorschau)", content_preview + "...", height=150, disabled=True)
else:
st.warning("Keine Daten für Auswahl geladen.")
# --- GRAPH PREPARATION ---
cy_elements = []
# Nodes
for n in nodes_data:
is_center = (n.id == center_id)
# Nur der aktuell inspizierte Knoten bekommt 'selected: True'.
# Alle anderen bekommen automatisch False. Das löst das "Abwahl"-Problem.
is_inspected = (n.id == inspected_id)
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
},
"selected": is_inspected,
"classes": "center" if is_center else ""
}
cy_elements.append(cy_node)
# Edges
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
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)"
}
},
{
"selector": "node:selected",
"style": {
"border-width": 6,
"border-color": "#FFC300", # Gelb = Inspektion
"width": "50px", "height": "50px",
"font-weight": "bold",
"z-index": 999
}
},
{
"selector": ".center",
"style": {
"border-width": 4,
"border-color": "#FF5733", # Rot = Zentrum
"width": "40px", "height": "40px"
}
},
{
"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"
}
}
]
# --- RENDERING (STABLE KEY) ---
# WICHTIG: Der Key darf NICHT 'inspected_id' enthalten!
# Nur wenn sich das ZENTRUM oder das LAYOUT ändert, darf die Komponente
# neu initialisiert werden. Bei reiner Selektion bleibt der Key gleich.
graph_key = f"cy_{center_id}_{st.session_state.cy_depth}_{st.session_state.cy_ideal_edge_len}_{st.session_state.cy_node_repulsion}"
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, "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
},
key=graph_key,
height="700px"
)
# --- SELECTION HANDLING ---
if clicked_elements:
clicked_nodes = clicked_elements.get("nodes", [])
if clicked_nodes:
clicked_id = clicked_nodes[0]
# Wenn auf einen neuen Knoten geklickt wurde:
if clicked_id != st.session_state.graph_inspected_id:
# 1. State aktualisieren (Inspektion verschieben)
st.session_state.graph_inspected_id = clicked_id
# 2. Rerun triggern, um UI (Inspector/Buttons) zu aktualisieren
# Da der graph_key sich NICHT ändert, bleibt der Graph stabil!
st.rerun()
else:
st.info("👈 Bitte wähle links eine Notiz aus.")