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mcphub/plugins/openpanel/handlers/export.py
airano-ir 9905a28eb0 feat: v3.4.0 — OpenPanel plugin public release (42 tools)
OpenPanel product analytics plugin fully reviewed, tested, and published.
Works with both self-hosted and cloud (openpanel.dev) instances.

- 42 tools: event tracking, data export, analytics, project/client management
- All tools use public REST APIs (Track, Export, Insights, Manage)
- Client modes: write (tracking), read (analytics), root (full access)
- Service page with description, setup notes, WordPress plugin download
- Dynamic URL hints in Add Site form
- 62 unit tests
- ENABLED_PLUGINS default now includes openpanel

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-31 17:48:12 +02:00

698 lines
26 KiB
Python

"""Export Handler - OpenPanel data export and analytics operations (10 tools).
Uses REST APIs:
- Export API (GET /export/events, /export/charts) for raw data export
- Insights API (GET /insights/:projectId/*) for analytics queries
Note: project_id is optional if configured in environment variables.
When not provided, the default project_id from OPENPANEL_SITE1_PROJECT_ID is used.
Requires 'read' or 'root' mode client for Export API.
"""
import json
from typing import Any
from plugins.openpanel.client import OpenPanelClient
from plugins.openpanel.handlers.utils import get_project_id as _get_project_id
def get_tool_specifications() -> list[dict[str, Any]]:
"""Return tool specifications for ToolGenerator (10 tools)."""
return [
{
"name": "export_events",
"method_name": "export_events",
"description": "Export raw event data with filters and pagination. Returns individual event records. Requires 'read' or 'root' mode client.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID to export from (optional if configured in env)",
},
"event": {
"anyOf": [
{"type": "string"},
{"type": "array", "items": {"type": "string"}},
{"type": "null"},
],
"description": "Event name(s) to filter (single or array)",
},
"profile_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Filter by user/profile ID",
},
"start": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Start date (YYYY-MM-DD)",
},
"end": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "End date (YYYY-MM-DD)",
},
"limit": {
"type": "integer",
"description": "Events per page",
"default": 50,
"maximum": 1000,
},
"page": {"type": "integer", "description": "Page number", "default": 1},
"includes": {
"anyOf": [
{
"type": "array",
"items": {
"type": "string",
"enum": [
"profile",
"meta",
"properties",
"region",
"device",
"referrer",
"revenue",
],
},
},
{"type": "null"},
],
"description": "Additional data to include (profile, meta, properties, region, device, referrer, revenue)",
},
},
"required": [],
},
"scope": "read",
},
{
"name": "export_events_csv",
"method_name": "export_events_csv",
"description": "Export events as CSV-formatted data for spreadsheet analysis. Requires 'read' or 'root' mode client.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID to export from (optional if configured in env)",
},
"event": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Event name to filter",
},
"start": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Start date (YYYY-MM-DD)",
},
"end": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "End date (YYYY-MM-DD)",
},
"limit": {
"type": "integer",
"description": "Maximum events to export",
"default": 1000,
},
},
"required": [],
},
"scope": "read",
},
{
"name": "export_chart_data",
"method_name": "export_chart_data",
"description": "Export aggregated chart data with time series and breakdowns. Requires 'read' or 'root' mode client.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"events": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {"type": "string", "description": "Event name"},
"segment": {
"type": "string",
"enum": [
"event",
"user",
"session",
"user_average",
"one_event_per_user",
"property_sum",
"property_average",
"property_min",
"property_max",
],
"description": "Segmentation type",
},
"property": {
"type": "string",
"description": "Property for property-based segments",
},
"filters": {"type": "array", "description": "Event filters"},
},
"required": ["name"],
},
"description": "Events to include in chart",
},
"interval": {
"type": "string",
"enum": ["minute", "hour", "day", "week", "month"],
"description": "Time interval for aggregation",
"default": "day",
},
"date_range": {
"type": "string",
"description": "Date range (30min, today, 7d, 30d, 6m, 12m, etc.)",
"default": "30d",
},
"breakdowns": {
"anyOf": [
{
"type": "array",
"items": {
"type": "string",
"enum": [
"country",
"region",
"city",
"device",
"browser",
"os",
"referrer",
"path",
],
},
},
{"type": "null"},
],
"description": "Breakdown dimensions",
},
"previous": {
"type": "boolean",
"description": "Include previous period for comparison",
"default": False,
},
},
"required": ["events"],
},
"scope": "read",
},
{
"name": "get_event_count",
"method_name": "get_event_count",
"description": "Get total event count with optional filters via Export API.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"event": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Event name to count (all events if not specified)",
},
"date_range": {
"type": "string",
"description": "Date range (today, 7d, 30d, 6m, 12m, etc.)",
"default": "30d",
},
},
"required": [],
},
"scope": "read",
},
{
"name": "get_unique_users",
"method_name": "get_unique_users",
"description": "Get unique user/visitor count for a time period via Insights API.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"date_range": {
"type": "string",
"description": "Date range (today, 7d, 30d, 6m, 12m, etc.)",
"default": "30d",
},
},
"required": [],
},
"scope": "read",
},
{
"name": "get_page_views",
"method_name": "get_page_views",
"description": "Get page view statistics via Insights API.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"date_range": {
"type": "string",
"description": "Date range (today, 7d, 30d, 6m, 12m, etc.)",
"default": "30d",
},
},
"required": [],
},
"scope": "read",
},
{
"name": "get_top_pages",
"method_name": "get_top_pages",
"description": "Get top pages by view count via Insights API.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"date_range": {
"type": "string",
"description": "Date range (today, 7d, 30d, 6m, 12m, etc.)",
"default": "30d",
},
"limit": {
"type": "integer",
"description": "Number of pages to return",
"default": 10,
},
},
"required": [],
},
"scope": "read",
},
{
"name": "get_top_referrers",
"method_name": "get_top_referrers",
"description": "Get top traffic sources/referrers via Insights API.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"date_range": {
"type": "string",
"description": "Date range (today, 7d, 30d, 6m, 12m, etc.)",
"default": "30d",
},
"limit": {
"type": "integer",
"description": "Number of referrers to return",
"default": 10,
},
},
"required": [],
},
"scope": "read",
},
{
"name": "get_geo_data",
"method_name": "get_geo_data",
"description": "Get geographic distribution of visitors via Insights API.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"date_range": {
"type": "string",
"description": "Date range (today, 7d, 30d, 6m, 12m, etc.)",
"default": "30d",
},
"breakdown": {
"type": "string",
"enum": ["country", "region", "city"],
"description": "Geographic breakdown level",
"default": "country",
},
"limit": {
"type": "integer",
"description": "Number of locations to return",
"default": 10,
},
},
"required": [],
},
"scope": "read",
},
{
"name": "get_device_data",
"method_name": "get_device_data",
"description": "Get device/browser/OS breakdown of visitors via Insights API.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"date_range": {
"type": "string",
"description": "Date range (today, 7d, 30d, 6m, 12m, etc.)",
"default": "30d",
},
"breakdown": {
"type": "string",
"enum": ["device", "browser", "os"],
"description": "Device breakdown type",
"default": "device",
},
"limit": {
"type": "integer",
"description": "Number of items to return",
"default": 10,
},
},
"required": [],
},
"scope": "read",
},
]
# =====================
# Export Functions (10)
# =====================
async def export_events(
client: OpenPanelClient,
project_id: str | None = None,
event: str | list[str] | None = None,
profile_id: str | None = None,
start: str | None = None,
end: str | None = None,
limit: int = 50,
page: int = 1,
includes: list[str] | None = None,
) -> str:
"""Export raw event data via GET /export/events."""
try:
pid = _get_project_id(client, project_id)
result = await client.export_events(
project_id=pid,
event=event,
profile_id=profile_id,
start=start,
end=end,
page=page,
limit=limit,
includes=includes,
)
meta = result.get("meta", {}) if isinstance(result, dict) else {}
data = result.get("data", []) if isinstance(result, dict) else []
return json.dumps(
{
"success": True,
"project_id": pid,
"count": len(data),
"total": meta.get("totalCount", len(data)),
"page": meta.get("current", page),
"pages": meta.get("pages", 1),
"data": data,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def export_events_csv(
client: OpenPanelClient,
project_id: str | None = None,
event: str | None = None,
start: str | None = None,
end: str | None = None,
limit: int = 1000,
) -> str:
"""Export events as CSV-formatted data."""
try:
pid = _get_project_id(client, project_id)
result = await client.export_events(
project_id=pid, event=event, start=start, end=end, limit=limit
)
events = result.get("data", []) if isinstance(result, dict) else []
if not events:
return json.dumps(
{
"success": True,
"project_id": pid,
"count": 0,
"csv": "",
"message": "No events found",
},
indent=2,
ensure_ascii=False,
)
headers = ["timestamp", "name", "profile_id"]
csv_lines = [",".join(headers)]
for ev in events:
row = [
str(ev.get("createdAt", ev.get("timestamp", ""))),
str(ev.get("name", "")),
str(ev.get("profileId", "")),
]
csv_lines.append(",".join(row))
return json.dumps(
{
"success": True,
"project_id": pid,
"count": len(events),
"format": "csv",
"csv": "\n".join(csv_lines),
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def export_chart_data(
client: OpenPanelClient,
events: list[dict[str, Any]],
project_id: str | None = None,
interval: str = "day",
date_range: str = "30d",
breakdowns: list[str] | None = None,
previous: bool = False,
) -> str:
"""Export aggregated chart data via GET /export/charts."""
try:
pid = _get_project_id(client, project_id)
bd = [{"name": b} for b in breakdowns] if breakdowns else None
result = await client.export_charts(
project_id=pid,
events=events,
interval=interval,
date_range=date_range,
breakdowns=bd,
previous=previous,
)
return json.dumps(
{
"success": True,
"project_id": pid,
"events": [e.get("name") for e in events],
"interval": interval,
"date_range": date_range,
"breakdowns": breakdowns,
"data": result,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_event_count(
client: OpenPanelClient,
project_id: str | None = None,
event: str | None = None,
date_range: str = "30d",
) -> str:
"""Get total event count via Export charts API."""
try:
pid = _get_project_id(client, project_id)
events_config = [{"name": event if event else "*", "segment": "event"}]
result = await client.export_charts(
project_id=pid,
events=events_config,
interval="day",
date_range=date_range,
)
# Extract total from chart response
total = 0
if isinstance(result, dict):
series = result.get("series", [])
if series:
for s in series:
for point in s.get("data", []):
total += point.get("count", 0)
# Alternative: check metrics
metrics = result.get("metrics", {})
if metrics.get("current", {}).get("value"):
total = metrics["current"]["value"]
return json.dumps(
{
"success": True,
"project_id": pid,
"event": event or "all events",
"date_range": date_range,
"total_count": total,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_unique_users(
client: OpenPanelClient, project_id: str | None = None, date_range: str = "30d"
) -> str:
"""Get unique user count via Insights metrics API."""
try:
pid = _get_project_id(client, project_id)
result = await client.get_overview_stats(project_id=pid, date_range=date_range)
return json.dumps(
{"success": True, "project_id": pid, "date_range": date_range, "stats": result},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_page_views(
client: OpenPanelClient,
project_id: str | None = None,
date_range: str = "30d",
) -> str:
"""Get page view statistics via Insights metrics API."""
try:
pid = _get_project_id(client, project_id)
result = await client.get_overview_stats(project_id=pid, date_range=date_range)
return json.dumps(
{"success": True, "project_id": pid, "date_range": date_range, "stats": result},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_top_pages(
client: OpenPanelClient, project_id: str | None = None, date_range: str = "30d", limit: int = 10
) -> str:
"""Get top pages via Insights pages API."""
try:
pid = _get_project_id(client, project_id)
result = await client.get_top_pages(project_id=pid, date_range=date_range, limit=limit)
return json.dumps(
{"success": True, "project_id": pid, "date_range": date_range, "data": result},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_top_referrers(
client: OpenPanelClient, project_id: str | None = None, date_range: str = "30d", limit: int = 10
) -> str:
"""Get top traffic sources via Insights breakdown API."""
try:
pid = _get_project_id(client, project_id)
result = await client.get_top_sources(project_id=pid, date_range=date_range, limit=limit)
return json.dumps(
{"success": True, "project_id": pid, "date_range": date_range, "data": result},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_geo_data(
client: OpenPanelClient,
project_id: str | None = None,
date_range: str = "30d",
breakdown: str = "country",
limit: int = 10,
) -> str:
"""Get geographic distribution via Insights breakdown API."""
try:
pid = _get_project_id(client, project_id)
result = await client.get_top_locations(
project_id=pid, date_range=date_range, breakdown=breakdown, limit=limit
)
return json.dumps(
{
"success": True,
"project_id": pid,
"date_range": date_range,
"breakdown": breakdown,
"data": result,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_device_data(
client: OpenPanelClient,
project_id: str | None = None,
date_range: str = "30d",
breakdown: str = "device",
limit: int = 10,
) -> str:
"""Get device/browser/OS breakdown via Insights breakdown API."""
try:
pid = _get_project_id(client, project_id)
if breakdown == "browser":
result = await client.get_top_browsers(
project_id=pid, date_range=date_range, limit=limit
)
elif breakdown == "os":
result = await client.get_top_os(project_id=pid, date_range=date_range, limit=limit)
else:
result = await client.get_top_devices(
project_id=pid, date_range=date_range, limit=limit
)
return json.dumps(
{
"success": True,
"project_id": pid,
"date_range": date_range,
"breakdown": breakdown,
"data": result,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)