diff --git a/CHANGELOG.md b/CHANGELOG.md index 01663f5..78fde07 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,6 +2,7 @@ * Remove screenshot tool * Improve width of bug report dialog + * Add Tag relationship visualisation tool # 0.3.2 diff --git a/bouquin/db.py b/bouquin/db.py index 25d7527..ff744ba 100644 --- a/bouquin/db.py +++ b/bouquin/db.py @@ -746,6 +746,49 @@ class DBManager: revisions_by_date, ) + def get_tag_cooccurrences(self): + """ + Compute tag–tag co-occurrence across pages. + + Returns: + tags_by_id: dict[int, TagRow] # id -> (id, name, color) + edges: list[(int, int, int)] # (tag_id1, tag_id2, page_count) + tag_page_counts: dict[int, int] # tag_id -> number of pages it appears on + """ + cur = self.conn.cursor() + + # 1) All tags (reuse existing helper) + all_tags: list[TagRow] = self.list_tags() + tags_by_id: dict[int, TagRow] = {t[0]: t for t in all_tags} + + # 2) How many pages each tag appears on (for node sizing) + rows = cur.execute( + """ + SELECT tag_id, COUNT(DISTINCT page_date) AS c + FROM page_tags + GROUP BY tag_id; + """ + ).fetchall() + tag_page_counts = {r["tag_id"]: r["c"] for r in rows} + + # 3) Co-occurrence of tag pairs on the same page + rows = cur.execute( + """ + SELECT + pt1.tag_id AS tag1, + pt2.tag_id AS tag2, + COUNT(DISTINCT pt1.page_date) AS c + FROM page_tags AS pt1 + JOIN page_tags AS pt2 + ON pt1.page_date = pt2.page_date + AND pt1.tag_id < pt2.tag_id + GROUP BY pt1.tag_id, pt2.tag_id; + """, + ).fetchall() + + edges = [(r["tag1"], r["tag2"], r["c"]) for r in rows] + return tags_by_id, edges, tag_page_counts + def close(self) -> None: if self.conn is not None: self.conn.close() diff --git a/bouquin/locales/en.json b/bouquin/locales/en.json index 6cd9270..19cf85d 100644 --- a/bouquin/locales/en.json +++ b/bouquin/locales/en.json @@ -135,6 +135,7 @@ "delete_tag": "Delete tag", "delete_tag_confirm": "Are you sure you want to delete the tag '{name}'? This will remove it from all pages.", "tag_already_exists_with_that_name": "A tag already exists with that name", + "tag_graph": "Tag relationship graph", "statistics": "Statistics", "main_window_statistics_accessible_flag": "Stat&istics", "stats_pages_with_content": "Pages with content (current version)", diff --git a/bouquin/tag_browser.py b/bouquin/tag_browser.py index 1e21bd1..c3163b6 100644 --- a/bouquin/tag_browser.py +++ b/bouquin/tag_browser.py @@ -14,8 +14,9 @@ from PySide6.QtWidgets import ( ) from .db import DBManager -from sqlcipher3.dbapi2 import IntegrityError +from .tag_graph_dialog import TagGraphDialog from . import strings +from sqlcipher3.dbapi2 import IntegrityError class TagBrowserDialog(QDialog): @@ -71,6 +72,10 @@ class TagBrowserDialog(QDialog): self.delete_btn.setEnabled(False) btn_row.addWidget(self.delete_btn) + self.tag_graph_btn = QPushButton(strings._("tag_graph")) + self.tag_graph_btn.clicked.connect(self._open_tag_graph) + btn_row.addWidget(self.tag_graph_btn) + btn_row.addStretch(1) layout.addLayout(btn_row) @@ -251,3 +256,9 @@ class TagBrowserDialog(QDialog): self._db.delete_tag(tag_id) self._populate(None) self.tagsModified.emit() + + # ------------ Tag graph handler --------------- # + def _open_tag_graph(self): + dlg = TagGraphDialog(self._db, self) + dlg.resize(800, 600) + dlg.exec() diff --git a/bouquin/tag_graph_dialog.py b/bouquin/tag_graph_dialog.py new file mode 100644 index 0000000..ef2d0cc --- /dev/null +++ b/bouquin/tag_graph_dialog.py @@ -0,0 +1,309 @@ +import networkx as nx +import numpy as np +import pyqtgraph as pg +from pyqtgraph.Qt import QtCore + +from PySide6.QtWidgets import QDialog, QVBoxLayout, QToolTip +from PySide6.QtGui import QFont, QCursor, QColor + +from .db import DBManager +from . import strings + + +class DraggableGraphItem(pg.GraphItem): + """GraphItem where individual nodes can be dragged with the left mouse button, + and hover events can be reported back to the owning dialog. + """ + + def __init__(self, on_position_changed=None, on_hover=None, **kwds): + # Our own fields MUST be set before super().__init__ because + # GraphItem.__init__ will call self.setData(...) + self._drag_index = None + self._drag_offset = None + self._on_position_changed = on_position_changed + self._on_hover = on_hover + self.pos = None + self._data_kwargs = {} # cache of last setData kwargs + + super().__init__(**kwds) + self.setAcceptHoverEvents(True) + + def setData(self, **kwds): + """Cache kwargs so we don't lose size/adj/brush on drag.""" + if "pos" in kwds: + self.pos = kwds["pos"] + self._data_kwargs.update(kwds) + super().setData(**self._data_kwargs) + + def mouseDragEvent(self, ev): + # --- start of drag --- + if ev.isStart(): + if ev.button() != QtCore.Qt.MouseButton.LeftButton: + ev.ignore() + return + + pos = ev.buttonDownPos() + pts = self.scatter.pointsAt(pos) + + # pointsAt may return an empty list/array + if pts is None or len(pts) == 0: + ev.ignore() + return + + spot = pts[0] + self._drag_index = spot.index() + + node_pos = np.array(self.pos[self._drag_index], dtype=float) + + if hasattr(pos, "x"): + mouse = np.array([pos.x(), pos.y()], dtype=float) + else: + mouse = np.array(pos, dtype=float) + + self._drag_offset = node_pos - mouse + ev.accept() + return + + # --- end of drag --- + if ev.isFinish(): + self._drag_index = None + self._drag_offset = None + ev.accept() + return + + # --- drag in progress --- + if self._drag_index is None: + ev.ignore() + return + + pos = ev.pos() + if hasattr(pos, "x"): + mouse = np.array([pos.x(), pos.y()], dtype=float) + else: + mouse = np.array(pos, dtype=float) + + new_pos = mouse + self._drag_offset + self.pos[self._drag_index] = new_pos # mutate in-place + + # Repaint graph, preserving all the other kwargs (size, adj, colours, ...) + self.setData(pos=self.pos) + + if self._on_position_changed is not None: + self._on_position_changed(self.pos) + + ev.accept() + + def hoverEvent(self, ev): + """Report which node (if any) is under the mouse while hovering.""" + # Leaving the item entirely + if ev.isExit(): + if self._on_hover is not None: + self._on_hover(None, ev) + return + + pos = ev.pos() + pts = self.scatter.pointsAt(pos) + + if pts is None or len(pts) == 0: + if self._on_hover is not None: + self._on_hover(None, ev) + return + + idx = pts[0].index() + if self._on_hover is not None: + self._on_hover(idx, ev) + + +class TagGraphDialog(QDialog): + def __init__(self, db: DBManager, parent=None): + super().__init__(parent) + self.setWindowTitle(strings._("tag_graph")) + + layout = QVBoxLayout(self) + self.view = pg.GraphicsLayoutWidget() + layout.addWidget(self.view) + + self.plot = self.view.addPlot() + self.plot.hideAxis("bottom") + self.plot.hideAxis("left") + + # Dark-ish background, Grafana / neon style + self.view.setBackground("#050816") + self.plot.setMouseEnabled(x=True, y=True) + self.plot.getViewBox().setDefaultPadding(0.15) + + # State for tags / edges / labels / halo + self._label_items = [] + self._tag_ids = [] + self._tag_names = {} + self._tag_page_counts = {} + + self._halo_sizes = [] + self._halo_brushes = [] + + self.graph_item = DraggableGraphItem( + on_position_changed=self._on_positions_changed, + on_hover=self._on_hover_index, + ) + self.plot.addItem(self.graph_item) + + # Separate scatter for "halo" glow behind nodes + self._halo_item = pg.ScatterPlotItem(pxMode=True) + self._halo_item.setZValue(-1) # draw behind nodes/labels + self.plot.addItem(self._halo_item) + + self._populate_graph(db) + + def _populate_graph(self, db: DBManager): + tags_by_id, edges, tag_page_counts = db.get_tag_cooccurrences() + + if not tags_by_id: + return + + # Map tag_id -> index + tag_ids = list(tags_by_id.keys()) + self._tag_ids = tag_ids + self._tag_page_counts = dict(tag_page_counts) + self._tag_names = {tid: tags_by_id[tid][1] for tid in tag_ids} + + idx_of = {tid: i for i, tid in enumerate(tag_ids)} + N = len(tag_ids) + + # ---- Layout: prefer a weighted spring layout via networkx (topic islands) + if edges: + G = nx.Graph() + for tid in tag_ids: + G.add_node(tid) + for t1, t2, w in edges: + G.add_edge(t1, t2, weight=w) + + pos_dict = nx.spring_layout(G, weight="weight", k=1.2, iterations=80) + pos = np.array([pos_dict[tid] for tid in tag_ids], dtype=float) + else: + # Fallback: random-ish blob + pos = np.random.normal(size=(N, 2)) + + # Adjacency (edges) + adj = np.array([[idx_of[t1], idx_of[t2]] for t1, t2, _ in edges], dtype=int) + + # Node sizes: proportional to how often tag is used + max_pages = max(tag_page_counts.values() or [1]) + sizes = np.array( + [10 + 20 * (tag_page_counts.get(tid, 0) / max_pages) for tid in tag_ids], + dtype=float, + ) + + # ---- Neon-style nodes ---- + # Inner fill: dark; outline: tag hex colour + node_brushes = [] + node_pens = [] + + dark_fill = (5, 8, 22, 230) # almost background, slightly lighter + + # For halo + halo_sizes = [] + halo_brushes = [] + + for i, tid in enumerate(tag_ids): + _id, name, color = tags_by_id[tid] + + # node interior (dark) + bright outline + node_brushes.append(pg.mkBrush(dark_fill)) + node_pens.append(pg.mkPen(color, width=2.5)) + + # halo: semi-transparent version of DB colour, larger than node + qcol = QColor(color) + qcol.setAlpha(90) + halo_brushes.append(pg.mkBrush(qcol)) + halo_sizes.append(sizes[i] * 1.8) + + self._halo_sizes = halo_sizes + self._halo_brushes = halo_brushes + + # ---- Edges: softer neon-ish lines with opacity / width based on co-occurrence ---- + if edges: + weights = np.array([w for _, _, w in edges], dtype=float) + max_w = weights.max() if weights.size else 1.0 + weight_factors = (weights / max_w).clip(0.0, 1.0) + + # bright cyan-ish neon + base_color = (56, 189, 248) # tailwind-ish cyan-400 + edge_pens = [] + + for wf in weight_factors: + alpha = int(40 + 160 * wf) # 40–200 + width = 0.7 + 2.3 * wf # 0.7–3.0 + edge_pens.append(pg.mkPen((*base_color, alpha), width=width)) + else: + edge_pens = None + + # Assign data to GraphItem (this will set self.graph_item.pos) + self.graph_item.setData( + pos=pos, + adj=adj, + size=sizes, + symbolBrush=node_brushes, + symbolPen=node_pens, + edgePen=edge_pens, + pxMode=True, + ) + + # ---- Neon halo layer (behind nodes) ---- + xs = [p[0] for p in pos] + ys = [p[1] for p in pos] + self._halo_item.setData( + x=xs, + y=ys, + size=self._halo_sizes, + brush=self._halo_brushes, + pen=None, + ) + + # ---- Add text labels for each tag ---- + self._label_items = [] # reset + font = QFont() + font.setPointSize(8) + + for i, tid in enumerate(tag_ids): + _id, name, color = tags_by_id[tid] + label = pg.TextItem(text=name, color=color, anchor=(0.5, 0.5)) + label.setFont(font) + self.plot.addItem(label) + self._label_items.append(label) + + # Initial placement of labels + self._on_positions_changed(pos) + + def _on_positions_changed(self, pos): + """Called by DraggableGraphItem whenever node positions change.""" + if not self._label_items: + return + + # Update labels + for i, label in enumerate(self._label_items): + label.setPos(float(pos[i, 0]), float(pos[i, 1]) + 0.30) + + # Update halo positions to match nodes + if self._halo_sizes and self._halo_brushes: + xs = [p[0] for p in pos] + ys = [p[1] for p in pos] + self._halo_item.setData( + x=xs, + y=ys, + size=self._halo_sizes, + brush=self._halo_brushes, + pen=None, + ) + + def _on_hover_index(self, index, ev): + """Show ': N pages' when hovering a node.""" + if index is None or not self._tag_ids: + QToolTip.hideText() + return + + tag_id = self._tag_ids[index] + name = self._tag_names.get(tag_id, "") + count = self._tag_page_counts.get(tag_id, 0) + text = f"{name}: {count} page{'s' if count != 1 else ''}" + + QToolTip.showText(QCursor.pos(), text, self) diff --git a/poetry.lock b/poetry.lock index 5f6ec39..4fa328d 100644 --- a/poetry.lock +++ b/poetry.lock @@ -257,9 +257,6 @@ files = [ {file = "coverage-7.10.7.tar.gz", hash = "sha256:f4ab143ab113be368a3e9b795f9cd7906c5ef407d6173fe9675a902e1fffc239"}, ] 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