w
This commit is contained in:
+371
-367
@@ -16,9 +16,9 @@ from owa_mcp.server_lifecycle import require_client
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def _get_client(ctx: Context) -> OWAClient:
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"""Extract the OWAClient from the MCP lifespan context."""
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app_ctx: AppContext = ctx.request_context.lifespan_context
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return require_client(app_ctx.client)
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"""Extract the OWAClient from the MCP lifespan context."""
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app_ctx: AppContext = ctx.request_context.lifespan_context
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return require_client(app_ctx.client)
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# ------------------------------------------------------------------
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@@ -27,12 +27,12 @@ def _get_client(ctx: Context) -> OWAClient:
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def _resolve_to_email(client: OWAClient, name: str) -> tuple[str, str]:
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"""Resolve a name/email to (display_name, email). Returns ('','') on failure."""
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resolutions = client.resolve_names(name)
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if resolutions:
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mb = resolutions[0].get("Mailbox", {})
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return mb.get("Name", name), mb.get("EmailAddress", "")
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return "", ""
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"""Resolve a name/email to (display_name, email). Returns ('','') on failure."""
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resolutions = client.resolve_names(name)
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if resolutions:
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mb = resolutions[0].get("Mailbox", {})
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return mb.get("Name", name), mb.get("EmailAddress", "")
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return "", ""
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# ------------------------------------------------------------------
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@@ -41,105 +41,105 @@ def _resolve_to_email(client: OWAClient, name: str) -> tuple[str, str]:
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def _get_availability_events(
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client: OWAClient,
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emails: list[str],
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start: date,
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end: date,
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batch_size: int = 5,
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chunk_days: int = 14,
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client: OWAClient,
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emails: list[str],
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start: date,
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end: date,
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batch_size: int = 5,
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chunk_days: int = 14,
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) -> dict[str, list[dict]]:
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"""Query GetUserAvailability for multiple people across a date range.
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"""Query GetUserAvailability for multiple people across a date range.
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Returns dict mapping email -> list of calendar event dicts with
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keys: subject, start_date, busy_type.
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"""
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results: dict[str, list[dict]] = {email: [] for email in emails}
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Returns dict mapping email -> list of calendar event dicts with
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keys: subject, start_date, busy_type.
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"""
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results: dict[str, list[dict]] = {email: [] for email in emails}
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# Batch people
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email_batches = [
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emails[i : i + batch_size] for i in range(0, len(emails), batch_size)
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]
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# Batch people
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email_batches = [
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emails[i : i + batch_size] for i in range(0, len(emails), batch_size)
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]
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for batch in email_batches:
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current = start
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while current < end:
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chunk_end = min(current + timedelta(days=chunk_days), end)
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for batch in email_batches:
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current = start
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while current < end:
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chunk_end = min(current + timedelta(days=chunk_days), end)
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mailbox_data = [
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mailbox_data = [
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{
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"__type": "MailboxData:#Exchange",
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"Email": {
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"__type": "EmailAddress:#Exchange",
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"Address": email,
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},
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"AttendeeType": "Required",
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}
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for email in batch
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]
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payload = {
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"__type": "GetUserAvailabilityJsonRequest:#Exchange",
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"Header": {
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"__type": "JsonRequestHeaders:#Exchange",
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"RequestServerVersion": "Exchange2013",
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"TimeZoneContext": {
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"__type": "TimeZoneContext:#Exchange",
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"TimeZoneDefinition": {
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"__type": "TimeZoneDefinitionType:#Exchange",
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"Id": "Russian Standard Time",
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},
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},
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},
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"Body": {
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"__type": "GetUserAvailabilityRequest:#Exchange",
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"MailboxDataArray": mailbox_data,
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"FreeBusyViewOptions": {
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"__type": "FreeBusyViewOptions:#Exchange",
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"TimeWindow": {
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"__type": "Duration:#Exchange",
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"StartTime": f"{current}T00:00:00",
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"EndTime": f"{chunk_end}T00:00:00",
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},
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"MergedFreeBusyIntervalInMinutes": 30,
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"RequestedView": "DetailedMerged",
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},
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},
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}
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try:
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data = client.request("GetUserAvailability", payload)
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body = data.get("Body", {})
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for i, fb_resp in enumerate(body.get("FreeBusyResponseArray", [])):
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if i >= len(batch):
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break
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email = batch[i]
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fb_view = fb_resp.get("FreeBusyView", {})
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cal_events = fb_view.get("CalendarEventArray", {})
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if isinstance(cal_events, dict):
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items = cal_events.get("Items", [])
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elif isinstance(cal_events, list):
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items = cal_events
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else:
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items = []
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for event in items:
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s = event.get("StartTime", "")
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bt = event.get("BusyType", "")
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if s and bt != "Free":
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details = event.get("CalendarEventDetails", {})
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subject = details.get("Subject", "") if details else ""
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results[email].append(
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{
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"__type": "MailboxData:#Exchange",
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"Email": {
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"__type": "EmailAddress:#Exchange",
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"Address": email,
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},
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"AttendeeType": "Required",
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"subject": subject,
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"start_date": s[:10],
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"busy_type": bt,
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}
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for email in batch
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]
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)
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except Exception:
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pass
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payload = {
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"__type": "GetUserAvailabilityJsonRequest:#Exchange",
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"Header": {
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"__type": "JsonRequestHeaders:#Exchange",
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"RequestServerVersion": "Exchange2013",
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"TimeZoneContext": {
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"__type": "TimeZoneContext:#Exchange",
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"TimeZoneDefinition": {
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"__type": "TimeZoneDefinitionType:#Exchange",
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"Id": "Russian Standard Time",
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},
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},
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},
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"Body": {
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"__type": "GetUserAvailabilityRequest:#Exchange",
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"MailboxDataArray": mailbox_data,
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"FreeBusyViewOptions": {
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"__type": "FreeBusyViewOptions:#Exchange",
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"TimeWindow": {
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"__type": "Duration:#Exchange",
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"StartTime": f"{current}T00:00:00",
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"EndTime": f"{chunk_end}T00:00:00",
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},
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"MergedFreeBusyIntervalInMinutes": 30,
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"RequestedView": "DetailedMerged",
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},
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},
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}
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current = chunk_end
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try:
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data = client.request("GetUserAvailability", payload)
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body = data.get("Body", {})
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for i, fb_resp in enumerate(body.get("FreeBusyResponseArray", [])):
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if i >= len(batch):
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break
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email = batch[i]
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fb_view = fb_resp.get("FreeBusyView", {})
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cal_events = fb_view.get("CalendarEventArray", {})
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if isinstance(cal_events, dict):
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items = cal_events.get("Items", [])
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elif isinstance(cal_events, list):
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items = cal_events
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else:
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items = []
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for event in items:
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s = event.get("StartTime", "")
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bt = event.get("BusyType", "")
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if s and bt != "Free":
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details = event.get("CalendarEventDetails", {})
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subject = details.get("Subject", "") if details else ""
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results[email].append(
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{
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"subject": subject,
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"start_date": s[:10],
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"busy_type": bt,
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}
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)
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except Exception:
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pass
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current = chunk_end
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return results
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return results
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# ------------------------------------------------------------------
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@@ -149,105 +149,107 @@ def _get_availability_events(
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@mcp.tool()
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def get_meeting_stats(
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people: str,
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start_date: str,
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end_date: str,
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ctx: Context = None,
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people: str,
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start_date: str,
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end_date: str,
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ctx: Context = None,
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) -> str:
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"""Get meeting count statistics for one or more people over a date range.
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"""Get meeting count statistics for one or more people over a date range.
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Uses GetUserAvailability to count calendar events (including
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expanded recurring instances) for each person.
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Uses GetUserAvailability to count calendar events (including
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expanded recurring instances) for each person.
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Args:
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people: Comma-separated names or email addresses to analyze.
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start_date: Start date in YYYY-MM-DD format.
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end_date: End date in YYYY-MM-DD format.
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Args:
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people: Comma-separated names or email addresses to analyze.
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start_date: Start date in YYYY-MM-DD format.
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end_date: End date in YYYY-MM-DD format.
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Returns:
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JSON object with per-person stats sorted by meeting count:
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total_meetings, meetings_per_workday, days_with_meetings.
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"""
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client = _get_client(ctx)
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Returns:
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JSON object with per-person stats sorted by meeting count:
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total_meetings, meetings_per_workday, days_with_meetings.
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"""
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client = _get_client(ctx)
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try:
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sd = datetime.strptime(start_date, "%Y-%m-%d").date()
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ed = datetime.strptime(end_date, "%Y-%m-%d").date()
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except ValueError as e:
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return json.dumps({"error": f"Invalid date format: {e}"})
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try:
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sd = datetime.strptime(start_date, "%Y-%m-%d").date()
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ed = datetime.strptime(end_date, "%Y-%m-%d").date()
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except ValueError as e:
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return json.dumps({"error": f"Invalid date format: {e}"})
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# Resolve names
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name_list = [n.strip() for n in people.split(",") if n.strip()]
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if not name_list:
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return json.dumps({"error": "No people specified."})
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# Resolve names
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name_list = [n.strip() for n in people.split(",") if n.strip()]
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if not name_list:
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return json.dumps({"error": "No people specified."})
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resolved = [] # (display_name, email)
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for name in name_list:
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display, email = _resolve_to_email(client, name)
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if email:
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resolved.append((display, email))
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else:
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resolved.append((name, ""))
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emails = [email for _, email in resolved if email]
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if not emails:
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return json.dumps({"error": "Could not resolve any names to email addresses."})
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# Query availability
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avail = _get_availability_events(client, emails, sd, ed)
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# Count working days
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workdays = 0
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d = sd
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while d < ed:
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if d.weekday() < 5:
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workdays += 1
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d += timedelta(days=1)
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workdays = max(workdays, 1)
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# Build stats
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stats = []
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for display, email in resolved:
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if not email or email not in avail:
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stats.append(
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{
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"name": display,
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"email": email or "not_found",
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"total_meetings": 0,
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"meetings_per_workday": 0,
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"days_with_meetings": 0,
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"workdays": workdays,
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}
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)
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continue
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events = avail[email]
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total = len(events)
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unique_days = len(set(ev["start_date"] for ev in events))
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avg = round(total / workdays, 1)
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stats.append(
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{
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"name": display,
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"email": email,
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"total_meetings": total,
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"meetings_per_workday": avg,
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"days_with_meetings": unique_days,
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"workdays": workdays,
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}
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)
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# Sort by total descending
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stats.sort(key=lambda x: x["total_meetings"], reverse=True)
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resolved = [] # (display_name, email)
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for name in name_list:
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display, email = _resolve_to_email(client, name)
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if email:
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resolved.append((display, email))
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else:
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resolved.append((name, ""))
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emails = [email for _, email in resolved if email]
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if not emails:
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return json.dumps(
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{
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"period": {"start": start_date, "end": end_date, "workdays": workdays},
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"stats": stats,
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},
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ensure_ascii=False,
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{"error": "Could not resolve any names to email addresses."}
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)
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# Query availability
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avail = _get_availability_events(client, emails, sd, ed)
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# Count working days
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workdays = 0
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d = sd
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while d < ed:
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if d.weekday() < 5:
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workdays += 1
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d += timedelta(days=1)
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workdays = max(workdays, 1)
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# Build stats
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stats = []
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for display, email in resolved:
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if not email or email not in avail:
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stats.append(
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{
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"name": display,
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"email": email or "not_found",
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"total_meetings": 0,
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"meetings_per_workday": 0,
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"days_with_meetings": 0,
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"workdays": workdays,
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}
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)
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continue
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events = avail[email]
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total = len(events)
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unique_days = len(set(ev["start_date"] for ev in events))
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avg = round(total / workdays, 1)
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stats.append(
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{
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"name": display,
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"email": email,
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"total_meetings": total,
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"meetings_per_workday": avg,
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"days_with_meetings": unique_days,
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"workdays": workdays,
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}
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)
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# Sort by total descending
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stats.sort(key=lambda x: x["total_meetings"], reverse=True)
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return json.dumps(
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{
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"period": {"start": start_date, "end": end_date, "workdays": workdays},
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"stats": stats,
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},
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ensure_ascii=False,
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)
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# ------------------------------------------------------------------
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# Tool: get_meeting_contacts
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@@ -256,194 +258,196 @@ def get_meeting_stats(
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@mcp.tool()
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def get_meeting_contacts(
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start_date: str,
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end_date: str,
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top_n: int = 30,
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ctx: Context = None,
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start_date: str,
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end_date: str,
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top_n: int = 30,
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ctx: Context = None,
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) -> str:
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"""Build a connection matrix: who you meet with most often.
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"""Build a connection matrix: who you meet with most often.
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Analyzes your calendar over a date range, accounting for recurring
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meetings. For each contact found in your meetings, returns the
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weighted count of shared meetings.
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Analyzes your calendar over a date range, accounting for recurring
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meetings. For each contact found in your meetings, returns the
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weighted count of shared meetings.
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Args:
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start_date: Start date in YYYY-MM-DD format.
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end_date: End date in YYYY-MM-DD format.
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top_n: Number of top contacts to return. Default 30.
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Args:
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start_date: Start date in YYYY-MM-DD format.
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end_date: End date in YYYY-MM-DD format.
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top_n: Number of top contacts to return. Default 30.
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Returns:
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JSON object with total_meetings, unique_contacts, and a ranked
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contacts array of {name, email, meetings} objects.
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"""
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client = _get_client(ctx)
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Returns:
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JSON object with total_meetings, unique_contacts, and a ranked
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contacts array of {name, email, meetings} objects.
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"""
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client = _get_client(ctx)
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try:
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sd = datetime.strptime(start_date, "%Y-%m-%d").date()
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ed = datetime.strptime(end_date, "%Y-%m-%d").date()
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except ValueError as e:
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return json.dumps({"error": f"Invalid date format: {e}"})
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# Step 1: Get own expanded events via GetUserAvailability
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# to count subject occurrences (handles recurring meetings)
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own_email = client.user_email.lower() if client.user_email else ""
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if not own_email:
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return json.dumps(
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{"error": "User email not available. Call the login tool first."}
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)
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folder_id = client.get_folder_id("calendar")
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if not folder_id:
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return json.dumps({"error": "Could not find calendar folder."})
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# Get expanded event subjects with occurrence counts
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avail_result = _get_availability_events(client, [client.user_email], sd, ed)
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expanded_events = avail_result.get(client.user_email, [])
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subject_counts = Counter(ev["subject"] for ev in expanded_events)
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total_expanded = len(expanded_events)
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# Step 2: Find master calendar items for each unique subject
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# Scan entire calendar (descending) to match subjects
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subject_to_id: dict[str, str] = {}
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offset = 0
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||||
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||||
while len(subject_to_id) < len(subject_counts):
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payload = {
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||||
"__type": "FindItemJsonRequest:#Exchange",
|
||||
"Header": {
|
||||
"__type": "JsonRequestHeaders:#Exchange",
|
||||
"RequestServerVersion": "Exchange2013",
|
||||
},
|
||||
"Body": {
|
||||
"__type": "FindItemRequest:#Exchange",
|
||||
"ItemShape": {
|
||||
"__type": "ItemResponseShape:#Exchange",
|
||||
"BaseShape": "Default",
|
||||
},
|
||||
"ParentFolderIds": [{"__type": "FolderId:#Exchange", "Id": folder_id}],
|
||||
"Traversal": "Shallow",
|
||||
"Paging": {
|
||||
"__type": "IndexedPageView:#Exchange",
|
||||
"BasePoint": "Beginning",
|
||||
"Offset": offset,
|
||||
"MaxEntriesReturned": 200,
|
||||
},
|
||||
"SortOrder": [
|
||||
{
|
||||
"__type": "SortResults:#Exchange",
|
||||
"Order": "Descending",
|
||||
"Path": {
|
||||
"__type": "PropertyUri:#Exchange",
|
||||
"FieldURI": "Start",
|
||||
},
|
||||
}
|
||||
],
|
||||
},
|
||||
}
|
||||
|
||||
data = client.request("FindItem", payload)
|
||||
items = client.extract_items(data)
|
||||
if not items:
|
||||
break
|
||||
folder_items = items[0].get("RootFolder", {}).get("Items", [])
|
||||
is_last = (
|
||||
items[0].get("RootFolder", {}).get("IncludesLastItemInRange", True)
|
||||
)
|
||||
if not folder_items:
|
||||
break
|
||||
|
||||
for item in folder_items:
|
||||
subj = item.get("Subject", "")
|
||||
if subj and subj in subject_counts and subj not in subject_to_id:
|
||||
subject_to_id[subj] = item.get("ItemId", {}).get("Id", "")
|
||||
|
||||
if is_last:
|
||||
break
|
||||
offset += 200
|
||||
if offset > 3000:
|
||||
break
|
||||
|
||||
# Step 3: GetItem for each master to get attendees
|
||||
unique_ids = list(set(subject_to_id.values()))
|
||||
id_to_attendees: dict[str, set] = {}
|
||||
|
||||
for bi in range(0, len(unique_ids), 10):
|
||||
batch = unique_ids[bi : bi + 10]
|
||||
item_id_list = [{"__type": "ItemId:#Exchange", "Id": iid} for iid in batch]
|
||||
|
||||
payload = {
|
||||
"__type": "GetItemJsonRequest:#Exchange",
|
||||
"Header": {
|
||||
"__type": "JsonRequestHeaders:#Exchange",
|
||||
"RequestServerVersion": "Exchange2013",
|
||||
},
|
||||
"Body": {
|
||||
"__type": "GetItemRequest:#Exchange",
|
||||
"ItemShape": {
|
||||
"__type": "ItemResponseShape:#Exchange",
|
||||
"BaseShape": "AllProperties",
|
||||
},
|
||||
"ItemIds": item_id_list,
|
||||
},
|
||||
}
|
||||
|
||||
try:
|
||||
sd = datetime.strptime(start_date, "%Y-%m-%d").date()
|
||||
ed = datetime.strptime(end_date, "%Y-%m-%d").date()
|
||||
except ValueError as e:
|
||||
return json.dumps({"error": f"Invalid date format: {e}"})
|
||||
data = client.request("GetItem", payload)
|
||||
for msg in client.extract_items(data):
|
||||
if "Items" not in msg:
|
||||
continue
|
||||
for item in msg["Items"]:
|
||||
item_id = item.get("ItemId", {}).get("Id", "")
|
||||
attendees = set()
|
||||
|
||||
# Step 1: Get own expanded events via GetUserAvailability
|
||||
# to count subject occurrences (handles recurring meetings)
|
||||
own_email = client.user_email.lower() if client.user_email else ""
|
||||
if not own_email:
|
||||
return json.dumps(
|
||||
{"error": "User email not available. Call the login tool first."}
|
||||
)
|
||||
|
||||
folder_id = client.get_folder_id("calendar")
|
||||
if not folder_id:
|
||||
return json.dumps({"error": "Could not find calendar folder."})
|
||||
|
||||
# Get expanded event subjects with occurrence counts
|
||||
avail_result = _get_availability_events(client, [client.user_email], sd, ed)
|
||||
expanded_events = avail_result.get(client.user_email, [])
|
||||
|
||||
subject_counts = Counter(ev["subject"] for ev in expanded_events)
|
||||
total_expanded = len(expanded_events)
|
||||
|
||||
# Step 2: Find master calendar items for each unique subject
|
||||
# Scan entire calendar (descending) to match subjects
|
||||
subject_to_id: dict[str, str] = {}
|
||||
offset = 0
|
||||
|
||||
while len(subject_to_id) < len(subject_counts):
|
||||
payload = {
|
||||
"__type": "FindItemJsonRequest:#Exchange",
|
||||
"Header": {
|
||||
"__type": "JsonRequestHeaders:#Exchange",
|
||||
"RequestServerVersion": "Exchange2013",
|
||||
},
|
||||
"Body": {
|
||||
"__type": "FindItemRequest:#Exchange",
|
||||
"ItemShape": {
|
||||
"__type": "ItemResponseShape:#Exchange",
|
||||
"BaseShape": "Default",
|
||||
},
|
||||
"ParentFolderIds": [{"__type": "FolderId:#Exchange", "Id": folder_id}],
|
||||
"Traversal": "Shallow",
|
||||
"Paging": {
|
||||
"__type": "IndexedPageView:#Exchange",
|
||||
"BasePoint": "Beginning",
|
||||
"Offset": offset,
|
||||
"MaxEntriesReturned": 200,
|
||||
},
|
||||
"SortOrder": [
|
||||
{
|
||||
"__type": "SortResults:#Exchange",
|
||||
"Order": "Descending",
|
||||
"Path": {
|
||||
"__type": "PropertyUri:#Exchange",
|
||||
"FieldURI": "Start",
|
||||
},
|
||||
}
|
||||
],
|
||||
},
|
||||
}
|
||||
|
||||
data = client.request("FindItem", payload)
|
||||
items = client.extract_items(data)
|
||||
if not items:
|
||||
break
|
||||
folder_items = items[0].get("RootFolder", {}).get("Items", [])
|
||||
is_last = items[0].get("RootFolder", {}).get("IncludesLastItemInRange", True)
|
||||
if not folder_items:
|
||||
break
|
||||
|
||||
for item in folder_items:
|
||||
subj = item.get("Subject", "")
|
||||
if subj and subj in subject_counts and subj not in subject_to_id:
|
||||
subject_to_id[subj] = item.get("ItemId", {}).get("Id", "")
|
||||
|
||||
if is_last:
|
||||
break
|
||||
offset += 200
|
||||
if offset > 3000:
|
||||
break
|
||||
|
||||
# Step 3: GetItem for each master to get attendees
|
||||
unique_ids = list(set(subject_to_id.values()))
|
||||
id_to_attendees: dict[str, set] = {}
|
||||
|
||||
for bi in range(0, len(unique_ids), 10):
|
||||
batch = unique_ids[bi : bi + 10]
|
||||
item_id_list = [{"__type": "ItemId:#Exchange", "Id": iid} for iid in batch]
|
||||
|
||||
payload = {
|
||||
"__type": "GetItemJsonRequest:#Exchange",
|
||||
"Header": {
|
||||
"__type": "JsonRequestHeaders:#Exchange",
|
||||
"RequestServerVersion": "Exchange2013",
|
||||
},
|
||||
"Body": {
|
||||
"__type": "GetItemRequest:#Exchange",
|
||||
"ItemShape": {
|
||||
"__type": "ItemResponseShape:#Exchange",
|
||||
"BaseShape": "AllProperties",
|
||||
},
|
||||
"ItemIds": item_id_list,
|
||||
},
|
||||
}
|
||||
|
||||
try:
|
||||
data = client.request("GetItem", payload)
|
||||
for msg in client.extract_items(data):
|
||||
if "Items" not in msg:
|
||||
continue
|
||||
for item in msg["Items"]:
|
||||
item_id = item.get("ItemId", {}).get("Id", "")
|
||||
attendees = set()
|
||||
|
||||
for att_list in [
|
||||
item.get("RequiredAttendees", []) or [],
|
||||
item.get("OptionalAttendees", []) or [],
|
||||
]:
|
||||
for a in att_list:
|
||||
mailbox = a.get("Mailbox", {})
|
||||
name = mailbox.get("Name", "")
|
||||
addr = mailbox.get("EmailAddress", "")
|
||||
if not name or not addr or addr.startswith("/O="):
|
||||
continue
|
||||
attendees.add((name, addr.lower()))
|
||||
|
||||
organizer = item.get("Organizer", {}).get("Mailbox", {})
|
||||
if organizer:
|
||||
org_addr = organizer.get("EmailAddress", "")
|
||||
org_name = organizer.get("Name", "")
|
||||
if org_addr and not org_addr.startswith("/O="):
|
||||
attendees.add((org_name, org_addr.lower()))
|
||||
|
||||
id_to_attendees[item_id] = attendees
|
||||
except Exception:
|
||||
pass
|
||||
|
||||
# Step 4: Build weighted contacts, excluding self
|
||||
contacts = Counter()
|
||||
for subject, item_id in subject_to_id.items():
|
||||
weight = subject_counts.get(subject, 1)
|
||||
attendees = id_to_attendees.get(item_id, set())
|
||||
for name, email in attendees:
|
||||
if own_email and email == own_email:
|
||||
for att_list in [
|
||||
item.get("RequiredAttendees", []) or [],
|
||||
item.get("OptionalAttendees", []) or [],
|
||||
]:
|
||||
for a in att_list:
|
||||
mailbox = a.get("Mailbox", {})
|
||||
name = mailbox.get("Name", "")
|
||||
addr = mailbox.get("EmailAddress", "")
|
||||
if not name or not addr or addr.startswith("/O="):
|
||||
continue
|
||||
contacts[(name, email)] += weight
|
||||
attendees.add((name, addr.lower()))
|
||||
|
||||
result_contacts = []
|
||||
for (name, email), count in contacts.most_common(top_n):
|
||||
result_contacts.append(
|
||||
{
|
||||
"name": name,
|
||||
"email": email,
|
||||
"meetings": count,
|
||||
}
|
||||
)
|
||||
organizer = item.get("Organizer", {}).get("Mailbox", {})
|
||||
if organizer:
|
||||
org_addr = organizer.get("EmailAddress", "")
|
||||
org_name = organizer.get("Name", "")
|
||||
if org_addr and not org_addr.startswith("/O="):
|
||||
attendees.add((org_name, org_addr.lower()))
|
||||
|
||||
return json.dumps(
|
||||
{
|
||||
"period": {"start": start_date, "end": end_date},
|
||||
"total_meetings": total_expanded,
|
||||
"unique_contacts": len(contacts),
|
||||
"contacts": result_contacts,
|
||||
},
|
||||
ensure_ascii=False,
|
||||
id_to_attendees[item_id] = attendees
|
||||
except Exception:
|
||||
pass
|
||||
|
||||
# Step 4: Build weighted contacts, excluding self
|
||||
contacts = Counter()
|
||||
for subject, item_id in subject_to_id.items():
|
||||
weight = subject_counts.get(subject, 1)
|
||||
attendees = id_to_attendees.get(item_id, set())
|
||||
for name, email in attendees:
|
||||
if own_email and email == own_email:
|
||||
continue
|
||||
contacts[(name, email)] += weight
|
||||
|
||||
result_contacts = []
|
||||
for (name, email), count in contacts.most_common(top_n):
|
||||
result_contacts.append(
|
||||
{
|
||||
"name": name,
|
||||
"email": email,
|
||||
"meetings": count,
|
||||
}
|
||||
)
|
||||
|
||||
return json.dumps(
|
||||
{
|
||||
"period": {"start": start_date, "end": end_date},
|
||||
"total_meetings": total_expanded,
|
||||
"unique_contacts": len(contacts),
|
||||
"contacts": result_contacts,
|
||||
},
|
||||
ensure_ascii=False,
|
||||
)
|
||||
|
||||
Reference in New Issue
Block a user