diff --git a/docs/examples.md b/docs/examples.md index a642080..265f1bb 100644 --- a/docs/examples.md +++ b/docs/examples.md @@ -196,7 +196,7 @@ pn.Column(metric, pn.bind(plot, metric)) ## Panel dashboard -A multi-component layout with a sidebar and reactive widgets. Use `method="panel"` and +A multi-component layout with a sidebar and reactive widgets. Use `method="server"` and call `.servable()` on the objects you want displayed. ```python @@ -237,7 +237,7 @@ pn.template.FastListTemplate( ## DataFrame table An interactive, sortable and filterable table using `pn.widgets.Tabulator`. -Use `method="panel"`. +Use `method="server"`. ```python import panel as pn diff --git a/pixi.lock b/pixi.lock index 3941cb9..97941b4 100644 --- a/pixi.lock +++ b/pixi.lock @@ -18,6 +18,8 @@ environments: - conda: https://conda.anaconda.org/conda-forge/noarch/backports.zstd-1.3.0-py314h680f03e_0.conda - conda: https://conda.anaconda.org/conda-forge/noarch/bleach-6.3.0-pyhcf101f3_1.conda - conda: https://conda.anaconda.org/conda-forge/noarch/bokeh-3.8.2-pyhd8ed1ab_0.conda + - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-1.2.0-hed03a55_1.conda + - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-bin-1.2.0-hb03c661_1.conda - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.2.0-py314h3de4e8d_1.conda - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_9.conda - 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md5: 1ab0237036bfb14e923d6107473b0021 - depends: - - vc >=14.3,<15 - - vc14_runtime >=14.44.35208 - - ucrt >=10.0.20348.0 - - libsodium >=1.0.21,<1.0.22.0a0 - - krb5 >=1.22.2,<1.23.0a0 - license: MPL-2.0 - license_family: MOZILLA - purls: [] - size: 265665 - timestamp: 1772476832995 - conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda sha256: b4533f7d9efc976511a73ef7d4a2473406d7f4c750884be8e8620b0ce70f4dae md5: 30cd29cb87d819caead4d55184c1d115 diff --git a/pixi.toml b/pixi.toml index 9e92171..915a262 100644 --- a/pixi.toml +++ b/pixi.toml @@ -16,6 +16,8 @@ pip = "*" hatchling = "*" hatch-vcs = "*" panel = ">=1.5.0" +holoviews = ">=1.19" +hvplot = ">=0.10" setuptools = ">=61" setuptools-scm = "*" diff --git a/pyproject.toml b/pyproject.toml index b2af271..a4f3956 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -33,6 +33,8 @@ classifiers = [ dependencies = [ "packaging", "panel >=1.5.0", + "holoviews >=1.19", + "hvplot >=0.10", "panel-material-ui", "psutil", "requests", diff --git a/src/panel_live_server/app.py b/src/panel_live_server/app.py index e976bd1..fa855d5 100644 --- a/src/panel_live_server/app.py +++ b/src/panel_live_server/app.py @@ -8,6 +8,7 @@ from urllib.parse import urlparse from panel_live_server.config import get_config +from panel_live_server.endpoints import EmbedEndpoint from panel_live_server.endpoints import HealthEndpoint from panel_live_server.endpoints import SnippetEndpoint @@ -90,6 +91,7 @@ def main(address: str = "localhost", port: int = 5077, show: bool = True) -> Non # Configure extra patterns for Tornado handlers (REST API endpoints) extra_patterns = [ (r"/api/snippet", SnippetEndpoint), + (r"/api/embed", EmbedEndpoint), (r"/api/health", HealthEndpoint), ] diff --git a/src/panel_live_server/client.py b/src/panel_live_server/client.py index 5dad659..51da8c5 100644 --- a/src/panel_live_server/client.py +++ b/src/panel_live_server/client.py @@ -95,6 +95,28 @@ def create_snippet(self, code: str, name: str = "", description: str = "", metho logger.exception(f"Error creating visualization: {e}") raise RuntimeError(f"Failed to create visualization: {e}") from e + def get_embed_html(self, snippet_id: str) -> str | None: + """Fetch self-contained static HTML for an inline-method snippet. + + Returns ``None`` on failure so the caller can degrade gracefully. + """ + try: + response = self.session.get( + f"{self.base_url}/api/embed", + params={"id": snippet_id}, + timeout=self.timeout, + ) + if response.status_code != 200: + logger.warning("Embed render failed (HTTP %s) for snippet %s", response.status_code, snippet_id) + return None + if "text/html" not in response.headers.get("Content-Type", ""): + logger.warning("Embed render returned non-HTML content-type for snippet %s", snippet_id) + return None + return response.text + except requests.RequestException as e: + logger.warning("Embed render request error for snippet %s: %s", snippet_id, e) + return None + def close(self) -> None: """Close the HTTP session and cleanup resources.""" if self.session: diff --git a/src/panel_live_server/endpoints.py b/src/panel_live_server/endpoints.py index b3af981..eb6e349 100644 --- a/src/panel_live_server/endpoints.py +++ b/src/panel_live_server/endpoints.py @@ -4,6 +4,7 @@ HTTP endpoints for creating visualizations and checking server health. """ +import ast import json import logging import traceback @@ -19,6 +20,31 @@ logger = logging.getLogger(__name__) +def _has_python_callbacks(code: str) -> bool: + """Return True if code uses Panel/param Python callbacks that require a live server. + + Detects .on_click(), .on_change(), .watch(), pn.bind(), and @pn.depends patterns. + These callbacks are not captured by Panel's embed mode and won't work in a srcdoc iframe. + """ + try: + tree = ast.parse(code) + except SyntaxError: + return False + for node in ast.walk(tree): + if isinstance(node, ast.Call) and isinstance(node.func, ast.Attribute): + attr = node.func.attr + if attr in ("on_click", "on_change", "on_edit", "watch"): + return True + if attr == "bind" and isinstance(node.func.value, ast.Name) and node.func.value.id in ("pn", "panel"): + return True + if isinstance(node, (ast.FunctionDef, ast.AsyncFunctionDef)): + for dec in node.decorator_list: + check = dec.func if isinstance(dec, ast.Call) else dec + if isinstance(check, ast.Attribute) and check.attr == "depends": + return True + return False + + def _get_external_base_url(request_host: str) -> str | None: """Get external base URL for links returned to clients. @@ -101,6 +127,94 @@ def post(self): ) +class EmbedEndpoint(RequestHandler): + """Render a snippet to self-contained HTML via GET /api/embed?id=... + + Used for ``method="inline"`` visualizations (hvplot, holoviews, bokeh, + matplotlib, plotly). Returns a complete HTML document with CDN-loaded + Bokeh/Panel resources suitable for embedding via ``iframe.srcdoc``. + JS-side interactivity (CustomJS, jslink, hover/zoom) is preserved; + Python callbacks are not. + """ + + def get(self): + """Render the snippet identified by ``?id=`` as static HTML.""" + import io + import sys + + import panel as pn + + from panel_live_server.utils import execute_in_module + from panel_live_server.utils import extract_last_expression + from panel_live_server.utils import find_extensions + + snippet_id = self.get_argument("id", "") + if not snippet_id: + self.set_status(400) + self.set_header("Content-Type", "application/json") + self.write({"error": "Missing 'id' parameter"}) + return + + db = get_db() + snippet = db.get_snippet(snippet_id) + if not snippet: + self.set_status(404) + self.set_header("Content-Type", "application/json") + self.write({"error": f"Snippet {snippet_id} not found"}) + return + + if _has_python_callbacks(snippet.app): + # Python callbacks (on_click, pn.bind, etc.) are not captured by Panel's embed + # mode — the button/widget renders but clicking/interacting does nothing in a + # srcdoc iframe without a live server. Return empty so the caller falls back to + # the live-server placeholder. + self.set_status(200) + self.set_header("Content-Type", "text/html; charset=utf-8") + self.write("") + return + + try: + extensions = list({"bokeh"} | set(find_extensions(snippet.app))) + pn.extension(*extensions) + + preamble = "import panel as pn\n\npn.config.design = None\n\n" + app = preamble + snippet.app + module_name = f"bokeh_app_embed_{snippet.id.replace('-', '_')}" + result = None + + statements, last_expr = extract_last_expression(app) + namespace = execute_in_module(statements, module_name=module_name, cleanup=False) + try: + result = eval(last_expr, namespace) if last_expr else None # noqa: S307 + finally: + sys.modules.pop(module_name, None) + + if result is None: + self.set_status(200) + self.set_header("Content-Type", "text/html; charset=utf-8") + self.write( + "" + "

Code executed successfully (no output to display).

" + "" + ) + return + + obj = pn.panel(result, sizing_mode="stretch_width") + buf = io.StringIO() + obj.save(buf, resources="cdn", embed=True, max_states=500) + html = buf.getvalue() + + self.set_status(200) + self.set_header("Content-Type", "text/html; charset=utf-8") + self.write(html) + + except Exception as e: + logger.exception(f"Error rendering embed for snippet {snippet_id}") + self.set_status(500) + self.set_header("Content-Type", "application/json") + self.write({"error": str(e), "traceback": traceback.format_exc()}) + + class HealthEndpoint(RequestHandler): """Tornado RequestHandler for /api/health endpoint.""" diff --git a/src/panel_live_server/server.py b/src/panel_live_server/server.py index 778f4f9..d58dc9e 100644 --- a/src/panel_live_server/server.py +++ b/src/panel_live_server/server.py @@ -6,6 +6,8 @@ import asyncio import atexit +import base64 +import gzip import json import logging import os @@ -140,6 +142,17 @@ def _externalize_url(url: str) -> str: return f"{external_url.rstrip('/')}{path}{query}" +def _get_mcp_client_name(ctx: Context | None) -> str: + """Return the MCP client name from the initialize handshake (lowercased). + + Claude Desktop sends ``'claude-ai'``. Returns empty string if unavailable. + """ + try: + return ctx.request_context.session.client_params.clientInfo.name.lower() # type: ignore[union-attr] + except Exception: + return "" + + def _start_panel_server() -> tuple[PanelServerManager | None, DisplayClient | None]: """Start the Panel server subprocess and create a client.""" config = get_config() @@ -218,6 +231,24 @@ async def app_lifespan(app): _cleanup() +_CLAUDE_DESKTOP_INSTRUCTIONS = ( + "IF YOU ARE CLAUDE DESKTOP\n" + "Visualizations are embedded inline in the chat via srcdoc — no live server connection. " + "Follow these rules strictly:\n" + "- For ANY interactive visualization (sliders, dropdowns, buttons): use Bokeh widgets " + " (Slider, Select, CheckboxGroup) with jslink or CustomJS. " + " Do NOT use pn.bind, @pn.depends, param.watch, or .servable() — " + " these require a live Python server and will NOT work inline.\n" + "- Use method='inline' for all plots, static or interactive.\n" + "- Use method='server' ONLY for complex Panel dashboards that truly need a running Python server " + " (e.g. FastListTemplate, real-time streaming, database queries). " + " The user will need to open these via the 'Show Visualization' link.\n\n" + "IF YOU ARE ANY OTHER CLIENT (Cursor, VS Code, etc.)\n" + "Visualizations load via iframe.src — the live server is always reachable. " + "Use Panel reactive patterns (pn.bind, @pn.depends) freely. " + "Use method='server' for any interactive Panel app.\n\n" +) + mcp = FastMCP( "Panel Live Server", instructions=( @@ -240,14 +271,13 @@ async def app_lifespan(app): "LIBRARY SELECTION (prefer in this order when suitable):\n" "- hvPlot: quick interactive plots from DataFrames (.plot API)\n" "- HoloViews: advanced composable, interactive visualizations\n" - "- Panel: dashboards, data apps, complex layouts (use method='panel')\n" + "- Panel: dashboards, data apps, complex layouts (use method='server')\n" "- Matplotlib: publication-quality static plots\n" "- Plotly: interactive charts with 3D, hover\n" "- ECharts (pn.pane.ECharts): modern business-quality charts with data transitions and animations\n" "- Bokeh: low-level interactive web plots\n" "- deck.gl (pn.pane.DeckGL): large-scale geospatial and 3D data visualization\n" - "Always verify the library is installed via `list_packages` first.\n\n" - "OUTPUT\n" + "Always verify the library is installed via `list_packages` first.\n\n" + _CLAUDE_DESKTOP_INSTRUCTIONS + "OUTPUT\n" "After calling `show`, ALWAYS present the returned URL to the user as a " "clickable Markdown link: [Show Visualization](url)\n\n" "ERRORS\n" @@ -292,6 +322,10 @@ def _build_frame_domains() -> list[str]: resource_domains=[ "'unsafe-inline'", "https://unpkg.com", + "https://cdn.bokeh.org", + "https://cdn.holoviz.org", + "https://cdn.jsdelivr.net", + "https://cdn.plot.ly", ], frame_domains=_build_frame_domains(), ) @@ -557,6 +591,9 @@ async def show( """ global _manager, _client + client_name = _get_mcp_client_name(ctx) + is_claude = client_name == "claude-ai" + # Clamp zoom to nearest valid level _valid_zooms = [25, 50, 75, 100] zoom = min(_valid_zooms, key=lambda z: abs(z - zoom)) @@ -623,6 +660,26 @@ async def show( # clear text error instead of a blank App pane. raise ToolError(f"Visualization created but failed at runtime:\n{error_message}\nFix the code and try again.") + snippet_id = response.get("id", "") + + if is_claude: + # Embed as srcdoc to bypass Claude Desktop's frame-src CSP. + # If embed is empty (e.g. pn.bind / DynamicMap need a live server), fall back to placeholder. + _EMBED_SIZE_CAP = 150_000 + if snippet_id: + embed_html = await asyncio.to_thread(_client.get_embed_html, snippet_id) + if embed_html: + compressed = gzip.compress(embed_html.encode("utf-8")) + encoded = base64.b64encode(compressed).decode("ascii") + if len(encoded) <= _EMBED_SIZE_CAP: + payload["embed_html_gz"] = encoded + else: + payload["panel_server"] = True + else: + # Empty string (Python callbacks detected) or None (embed failed): + # in either case the live-server URL will be CSP-blocked in Claude Desktop. + payload["panel_server"] = True + payload["status"] = "success" payload["message"] = "Visualization created successfully." return json.dumps(payload) diff --git a/src/panel_live_server/templates/show.html b/src/panel_live_server/templates/show.html index 80ad61a..5e078a4 100644 --- a/src/panel_live_server/templates/show.html +++ b/src/panel_live_server/templates/show.html @@ -205,6 +205,32 @@ .error-panel.visible { display: block; } + + /* Panel-server placeholder — just a centered button, no chrome */ + .panel-placeholder { + display: none; + position: absolute; + inset: 0; + align-items: center; + justify-content: center; + } + + .panel-placeholder.visible { display: flex; } + + .panel-placeholder a[role="button"] { + font-size: 1rem; + font-weight: 700; + padding: 9px 24px; + opacity: 1; + background: #1a1a1a; + color: #fff; + border-color: #1a1a1a; + } + + .panel-placeholder a[role="button"]:hover { + background: #333; + border-color: #333; + } @@ -229,6 +255,9 @@
✗ Validation Error
+
+

+
@@ -241,6 +270,7 @@ const loadingOverlay = document.getElementById("loading-overlay"); const errorPanel = document.getElementById("error-panel"); const errorBody = document.getElementById("error-body"); + const panelPlaceholder = document.getElementById("panel-placeholder"); const copyCodeButton = document.getElementById("copy-code"); const shareUrlButton = document.getElementById("share-url"); const zoomButtons = [ @@ -268,8 +298,16 @@ let currentUrl = ""; let currentCode = ""; + let currentEmbedHtmlGz = ""; + let renderToken = 0; let loadTimer = null; + async function decompressGzipBase64(b64) { + const bytes = Uint8Array.from(atob(b64), (c) => c.charCodeAt(0)); + const stream = new Blob([bytes]).stream().pipeThrough(new DecompressionStream("gzip")); + return await new Response(stream).text(); + } + function hideSpinner() { clearTimeout(loadTimer); loadTimer = null; @@ -289,9 +327,9 @@ : ""); } - // Hide spinner when iframe finishes loading + // Hide spinner when iframe finishes loading (srcdoc path keeps src="about:blank") iframe.addEventListener("load", () => { - if (iframe.src && iframe.src !== "about:blank") { + if ((iframe.src && iframe.src !== "about:blank") || iframe.srcdoc) { hideSpinner(); } }); @@ -370,6 +408,7 @@ messageEl.classList.add(`status-${status}`); currentUrl = typeof parsedPayload.url === "string" ? parsedPayload.url : ""; currentCode = typeof parsedPayload.code === "string" ? parsedPayload.code : ""; + currentEmbedHtmlGz = typeof parsedPayload.embed_html_gz === "string" ? parsedPayload.embed_html_gz : ""; // Update tab title with visualization name if available if (parsedPayload.name) { @@ -400,15 +439,61 @@ const match = rawText.match(urlRegex); currentUrl = match ? match[1] : ""; currentCode = ""; + currentEmbedHtmlGz = ""; } - // Load iframe or show error panel - if (currentUrl) { - errorPanel.classList.remove("visible"); + const isPanelServer = parsedPayload && parsedPayload.panel_server === true; + + // Reset all panels + errorPanel.classList.remove("visible"); + panelPlaceholder.classList.remove("visible"); + zoomButtons.forEach(({ btn }) => btn.style.display = ""); + + if (currentEmbedHtmlGz) { + loadingOverlay.classList.remove("hidden"); + loadingOverlay.innerHTML = + '
Decompressing visualization…'; + const token = ++renderToken; + decompressGzipBase64(currentEmbedHtmlGz) + .then((html) => { + if (token !== renderToken) return; + loadingOverlay.innerHTML = + '
Rendering visualization…'; + iframe.srcdoc = html; + }) + .catch((err) => { + if (token !== renderToken) return; + hideSpinner(); + iframe.removeAttribute("srcdoc"); + iframe.src = "about:blank"; + iframe.style.display = "none"; + errorPanel.querySelector(".error-header").textContent = "✗ Decompression Error"; + errorBody.textContent = `Failed to decompress inline visualization: ${err?.message || err}`; + errorPanel.classList.add("visible"); + }); + } else if (isPanelServer) { + hideSpinner(); + iframe.removeAttribute("srcdoc"); + iframe.src = "about:blank"; + zoomButtons.forEach(({ btn }) => btn.style.display = "none"); + if (currentUrl) { + const btn = document.createElement("a"); + btn.href = currentUrl; + btn.role = "button"; + btn.textContent = "Open in browser ↗"; + btn.addEventListener("click", (e) => { + e.preventDefault(); + app.openLink({ url: currentUrl }); + }); + panelPlaceholder.querySelector(".placeholder-sub").replaceChildren(btn); + } + panelPlaceholder.classList.add("visible"); + } else if (currentUrl) { iframe.style.display = ""; - loadingOverlay.classList.remove("hidden", "blocked"); + loadingOverlay.classList.remove("hidden"); loadingOverlay.innerHTML = '
Loading visualization…'; + iframe.removeAttribute("srcdoc"); iframe.src = currentUrl; startLoadTimer(); } else { diff --git a/tests/test_database.py b/tests/test_database.py index 2891f00..faeb347 100644 --- a/tests/test_database.py +++ b/tests/test_database.py @@ -174,7 +174,7 @@ def test_jupyter_method_skips_extension_validation(self, temp_db): assert "plotly" in snippet.extensions def test_panel_method_still_enforces_extension_validation(self, temp_db): - """Same code must raise ExtensionError for method='panel'.""" + """Same code must raise ExtensionError for method='server'.""" from panel_live_server.utils import ExtensionError with pytest.raises(ExtensionError, match="plotly"):