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It sends the complete employee snapshot to Viio, which keeps your employee directory current and detects employees removed from Entra ID.",[106,115,116,117,122],{},"For SDK installation and environment variables, see ",[118,119,121],"a",{"href":120},"\u002Fsync-api\u002Fexamples#shared-setup","Shared Setup",".",[124,125,128],"callout",{"color":126,"icon":127},"amber","i-tabler-alert-triangle",[106,129,130],{},"The script must process every Microsoft Graph page before it completes the batch. Completing a partial employee snapshot marks valid employees as removed.",[132,133,135],"h2",{"id":134},"microsoft-graph-permissions","Microsoft Graph Permissions",[137,138,139,155],"table",{},[140,141,142],"thead",{},[143,144,145,149,152],"tr",{},[146,147,148],"th",{},"Endpoint",[146,150,151],{},"Data",[146,153,154],{},"Application permission",[156,157,158],"tbody",{},[143,159,160,171,174],{},[161,162,163],"td",{},[118,164,168],{"href":165,"rel":166},"https:\u002F\u002Flearn.microsoft.com\u002Fgraph\u002Fapi\u002Fuser-list",[167],"nofollow",[110,169,170],{},"GET \u002Fusers",[161,172,173],{},"Users, their status, and their organization data",[161,175,176],{},[110,177,178],{},"User.Read.All",[132,180,182],{"id":181},"script","Script",[106,184,185,186,189],{},"Create ",[110,187,188],{},"entra_employees.py",":",[191,192,197],"pre",{"className":193,"code":194,"language":195,"meta":196,"style":196},"language-python shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","import argparse\nimport asyncio\nimport json\nimport logging\nimport os\nfrom collections.abc import Awaitable, Callable\nfrom typing import Any\nfrom urllib.parse import urlencode, urlsplit\nfrom urllib.request import Request, urlopen\n\nfrom google.protobuf.json_format import MessageToJson\nfrom google.protobuf.timestamp_pb2 import Timestamp\nfrom viio_sync_api import SyncApiAuthentication, SyncApiClient, SyncApiClientOptions\nfrom viio_sync_api.v1 import (\n Employee,\n EmployeeRecords,\n MicrosoftEmployeeDetails,\n MicrosoftEmployeeOrgData,\n SyncRecordsRequest,\n)\n\nWrite = Callable[[SyncRecordsRequest], Awaitable[None]]\n\nGRAPH_USERS_URL = \"https:\u002F\u002Fgraph.microsoft.com\u002Fv1.0\u002Fusers?\" + urlencode(\n {\n \"$select\": \",\".join(\n (\n \"id\",\n \"displayName\",\n \"givenName\",\n \"surname\",\n \"mail\",\n \"userPrincipalName\",\n \"department\",\n \"accountEnabled\",\n \"createdDateTime\",\n \"deletedDateTime\",\n \"jobTitle\",\n \"userType\",\n \"country\",\n \"employeeOrgData\",\n )\n ),\n \"$top\": \"999\",\n }\n)\n\nlogger = logging.getLogger(\"entra_employees\")\n\n\ndef request_json(request: Request) -> dict[str, Any]:\n with urlopen(request, timeout=30) as response:\n payload = json.load(response)\n if not isinstance(payload, dict):\n raise RuntimeError(\"Remote service returned an invalid JSON response\")\n return payload\n\n\ndef request_graph_token() -> str:\n tenant_id = os.environ[\"MICROSOFT_TENANT_ID\"]\n allowed_characters = \"abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789.-\"\n if not tenant_id or any(character not in allowed_characters for character in tenant_id):\n raise ValueError(\"MICROSOFT_TENANT_ID must be a tenant ID or verified domain name\")\n\n request = Request(\n f\"https:\u002F\u002Flogin.microsoftonline.com\u002F{tenant_id}\u002Foauth2\u002Fv2.0\u002Ftoken\",\n data=urlencode(\n {\n \"grant_type\": \"client_credentials\",\n \"client_id\": os.environ[\"MICROSOFT_CLIENT_ID\"],\n \"client_secret\": os.environ[\"MICROSOFT_CLIENT_SECRET\"],\n \"scope\": \"https:\u002F\u002Fgraph.microsoft.com\u002F.default\",\n }\n ).encode(),\n headers={\"Content-Type\": \"application\u002Fx-www-form-urlencoded\"},\n method=\"POST\",\n )\n token = request_json(request).get(\"access_token\")\n if not isinstance(token, str) or not token:\n raise RuntimeError(\"Microsoft identity platform returned no access token\")\n return token\n\n\ndef request_graph_page(url: str, access_token: str) -> tuple[list[dict[str, Any]], str | None]:\n parsed_url = urlsplit(url)\n if parsed_url.scheme != \"https\" or parsed_url.hostname != \"graph.microsoft.com\":\n raise RuntimeError(\"Microsoft Graph returned an invalid pagination URL\")\n\n payload = request_json(\n Request(\n url,\n headers={\n \"Accept\": \"application\u002Fjson\",\n \"Authorization\": f\"Bearer {access_token}\",\n },\n )\n )\n items = payload.get(\"value\")\n if not isinstance(items, list) or not all(isinstance(item, dict) for item in items):\n raise RuntimeError(\"Microsoft Graph returned an invalid collection response\")\n\n next_url = payload.get(\"@odata.nextLink\")\n if next_url is not None and not isinstance(next_url, str):\n raise RuntimeError(\"Microsoft Graph returned an invalid pagination URL\")\n return items, next_url\n\n\ndef required_string(source: dict[str, Any], field: str) -> str:\n value = source.get(field)\n if not isinstance(value, str) or not value:\n raise RuntimeError(f\"Microsoft Graph returned an object without {field}\")\n return value\n\n\ndef optional_string(source: dict[str, Any], field: str) -> str | None:\n value = source.get(field)\n return value if isinstance(value, str) and value else None\n\n\ndef optional_bool(source: dict[str, Any], field: str) -> bool | None:\n value = source.get(field)\n return value if isinstance(value, bool) else None\n\n\ndef optional_timestamp(source: dict[str, Any], field: str) -> Timestamp | None:\n value = optional_string(source, field)\n if value is None:\n return None\n timestamp = Timestamp()\n timestamp.FromJsonString(value)\n return timestamp\n\n\ndef employee_org_data(user: dict[str, Any]) -> MicrosoftEmployeeOrgData | None:\n org_data = user.get(\"employeeOrgData\")\n if not isinstance(org_data, dict):\n return None\n\n division = optional_string(org_data, \"division\")\n cost_center = optional_string(org_data, \"costCenter\")\n if division is None and cost_center is None:\n return None\n return MicrosoftEmployeeOrgData(division=division, cost_center=cost_center)\n\n\ndef employee_from_graph_user(user: dict[str, Any]) -> Employee:\n return Employee(\n microsoft=MicrosoftEmployeeDetails(\n id=required_string(user, \"id\"),\n display_name=required_string(user, \"displayName\"),\n user_principal_name=required_string(user, \"userPrincipalName\"),\n given_name=optional_string(user, \"givenName\"),\n surname=optional_string(user, \"surname\"),\n mail=optional_string(user, \"mail\"),\n department=optional_string(user, \"department\"),\n account_enabled=optional_bool(user, \"accountEnabled\"),\n created_date_time=optional_timestamp(user, \"createdDateTime\"),\n deleted_date_time=optional_timestamp(user, \"deletedDateTime\"),\n job_title=optional_string(user, \"jobTitle\"),\n user_type=optional_string(user, \"userType\"),\n country=optional_string(user, \"country\"),\n employee_org_data=employee_org_data(user),\n )\n )\n\n\nasync def sync_employees(write: Write) -> dict[str, int]:\n access_token = await asyncio.to_thread(request_graph_token)\n employee_count = 0\n next_url: str | None = GRAPH_USERS_URL\n while next_url is not None:\n users, next_url = await asyncio.to_thread(request_graph_page, next_url, access_token)\n if users:\n employees = [employee_from_graph_user(user) for user in users]\n await write(SyncRecordsRequest(employees=EmployeeRecords(records=employees)))\n employee_count += len(employees)\n\n if employee_count == 0:\n await write(SyncRecordsRequest(employees=EmployeeRecords()))\n return {\"employees\": employee_count}\n\n\nasync def run_batch(sync: Callable[[Write], Awaitable[dict[str, int]]]) -> dict[str, int]:\n options = SyncApiClientOptions(\n endpoint=os.environ[\"VIIO_SYNC_API_ENDPOINT\"],\n authentication=SyncApiAuthentication.api_key(os.environ[\"VIIO_SYNC_API_KEY\"]),\n )\n\n async with SyncApiClient(options) as client:\n batch = await client.start_batch(os.environ[\"VIIO_DIRECT_INTEGRATION_INSTALLATION_ID\"])\n try:\n counts = await sync(batch.write)\n await batch.complete()\n except BaseException:\n await batch.abort()\n raise\n return counts\n\n\nasync def print_request(request: SyncRecordsRequest) -> None:\n print(MessageToJson(request))\n\n\nasync def main() -> None:\n parser = argparse.ArgumentParser(description=\"Sync Microsoft Entra ID employees to Viio\")\n parser.add_argument(\"--dry-run\", action=\"store_true\", help=\"print the records instead of sending them\")\n arguments = parser.parse_args()\n\n counts = await (sync_employees(print_request) if arguments.dry_run else run_batch(sync_employees))\n logger.info(\"Synced %s\", counts)\n\n\nif __name__ == \"__main__\":\n logging.basicConfig(level=logging.INFO)\n 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!=",[200,1537,513],{"class":255},[200,1539,1540],{"class":516},"https",[200,1542,520],{"class":255},[200,1544,1397],{"class":255},[200,1546,1527],{"class":210},[200,1548,122],{"class":255},[200,1550,1551],{"class":1022},"hostname",[200,1553,1535],{"class":255},[200,1555,513],{"class":255},[200,1557,1558],{"class":516},"graph.microsoft.com",[200,1560,520],{"class":255},[200,1562,902],{"class":255},[200,1564,1566,1568,1570,1572,1574,1577,1579],{"class":202,"line":1565},87,[200,1567,955],{"class":206},[200,1569,958],{"class":858},[200,1571,804],{"class":255},[200,1573,520],{"class":255},[200,1575,1576],{"class":516},"Microsoft Graph returned an invalid pagination URL",[200,1578,520],{"class":255},[200,1580,466],{"class":255},[200,1582,1584],{"class":202,"line":1583},88,[200,1585,334],{"emptyLinePlaceholder":333},[200,1587,1589,1592,1594,1596],{"class":202,"line":1588},89,[200,1590,1591],{"class":210}," payload 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headers",[200,1621,1622],{"class":255},"={\n",[200,1624,1626,1628,1631,1633,1635,1637,1640,1642],{"class":202,"line":1625},93,[200,1627,573],{"class":255},[200,1629,1630],{"class":516},"Accept",[200,1632,520],{"class":255},[200,1634,189],{"class":255},[200,1636,513],{"class":255},[200,1638,1639],{"class":516},"application\u002Fjson",[200,1641,520],{"class":255},[200,1643,428],{"class":255},[200,1645,1647,1649,1652,1654,1656,1659,1662,1664,1666,1668,1670],{"class":202,"line":1646},94,[200,1648,573],{"class":255},[200,1650,1651],{"class":516},"Authorization",[200,1653,520],{"class":255},[200,1655,189],{"class":255},[200,1657,1658],{"class":829}," f",[200,1660,1661],{"class":516},"\"Bearer ",[200,1663,1143],{"class":890},[200,1665,1370],{"class":526},[200,1667,1149],{"class":890},[200,1669,520],{"class":516},[200,1671,428],{"class":255},[200,1673,1675],{"class":202,"line":1674},95,[200,1676,1677],{"class":255}," },\n",[200,1679,1681],{"class":202,"line":1680},96,[200,1682,1683],{"class":255}," )\n",[200,1685,1687],{"class":202,"line":1686},97,[200,1688,1343],{"class":255},[200,1690,1692,1695,1697,1700,1702,1704,1706,1708,1711,1713],{"class":202,"line":1691},98,[200,1693,1694],{"class":210}," items ",[200,1696,480],{"class":255},[200,1698,1699],{"class":210}," payload",[200,1701,122],{"class":255},[200,1703,1363],{"class":526},[200,1705,804],{"class":255},[200,1707,520],{"class":255},[200,1709,1710],{"class":516},"value",[200,1712,520],{"class":255},[200,1714,466],{"class":255},[200,1716,1718,1720,1722,1724,1726,1729,1731,1734,1736,1738,1740,1743,1745,1748,1750,1753,1755,1757,1759,1762,1765,1767,1770],{"class":202,"line":1717},99,[200,1719,931],{"class":206},[200,1721,934],{"class":255},[200,1723,937],{"class":526},[200,1725,804],{"class":255},[200,1727,1728],{"class":526},"items",[200,1730,266],{"class":255},[200,1732,1733],{"class":858}," list",[200,1735,846],{"class":255},[200,1737,1397],{"class":255},[200,1739,934],{"class":255},[200,1741,1742],{"class":526}," all",[200,1744,804],{"class":255},[200,1746,1747],{"class":526},"isinstance",[200,1749,804],{"class":255},[200,1751,1752],{"class":526},"item",[200,1754,266],{"class":255},[200,1756,852],{"class":858},[200,1758,846],{"class":255},[200,1760,1761],{"class":206}," for",[200,1763,1764],{"class":526}," item ",[200,1766,1090],{"class":206},[200,1768,1769],{"class":526}," items",[200,1771,949],{"class":255},[200,1773,1775,1777,1779,1781,1783,1786,1788],{"class":202,"line":1774},100,[200,1776,955],{"class":206},[200,1778,958],{"class":858},[200,1780,804],{"class":255},[200,1782,520],{"class":255},[200,1784,1785],{"class":516},"Microsoft Graph returned an invalid collection response",[200,1787,520],{"class":255},[200,1789,466],{"class":255},[200,1791,1793],{"class":202,"line":1792},101,[200,1794,334],{"emptyLinePlaceholder":333},[200,1796,1798,1801,1803,1805,1807,1809,1811,1813,1816,1818],{"class":202,"line":1797},102,[200,1799,1800],{"class":210}," next_url ",[200,1802,480],{"class":255},[200,1804,1699],{"class":210},[200,1806,122],{"class":255},[200,1808,1363],{"class":526},[200,1810,804],{"class":255},[200,1812,520],{"class":255},[200,1814,1815],{"class":516},"@odata.nextLink",[200,1817,520],{"class":255},[200,1819,466],{"class":255},[200,1821,1823,1825,1828,1831,1833,1836,1839,1841,1843,1845,1848,1850,1852],{"class":202,"line":1822},103,[200,1824,931],{"class":206},[200,1826,1827],{"class":210}," next_url ",[200,1829,1830],{"class":255},"is",[200,1832,934],{"class":255},[200,1834,1835],{"class":255}," None",[200,1837,1838],{"class":255}," and",[200,1840,934],{"class":255},[200,1842,937],{"class":526},[200,1844,804],{"class":255},[200,1846,1847],{"class":526},"next_url",[200,1849,266],{"class":255},[200,1851,1004],{"class":858},[200,1853,949],{"class":255},[200,1855,1857,1859,1861,1863,1865,1867,1869],{"class":202,"line":1856},104,[200,1858,955],{"class":206},[200,1860,958],{"class":858},[200,1862,804],{"class":255},[200,1864,520],{"class":255},[200,1866,1576],{"class":516},[200,1868,520],{"class":255},[200,1870,466],{"class":255},[200,1872,1874,1876,1878,1880],{"class":202,"line":1873},105,[200,1875,975],{"class":206},[200,1877,1769],{"class":210},[200,1879,266],{"class":255},[200,1881,1882],{"class":210}," next_url\n",[200,1884,1886],{"class":202,"line":1885},106,[200,1887,334],{"emptyLinePlaceholder":333},[200,1889,1891],{"class":202,"line":1890},107,[200,1892,334],{"emptyLinePlaceholder":333},[200,1894,1896,1898,1901,1903,1906,1908,1910,1912,1914,1916,1918,1920,1923,1925,1927,1929,1931,1933],{"class":202,"line":1895},108,[200,1897,830],{"class":829},[200,1899,1900],{"class":526}," required_string",[200,1902,804],{"class":255},[200,1904,1905],{"class":838},"source",[200,1907,189],{"class":255},[200,1909,852],{"class":210},[200,1911,855],{"class":255},[200,1913,859],{"class":858},[200,1915,266],{"class":255},[200,1917,864],{"class":210},[200,1919,492],{"class":255},[200,1921,1922],{"class":838}," field",[200,1924,189],{"class":255},[200,1926,1004],{"class":858},[200,1928,846],{"class":255},[200,1930,849],{"class":255},[200,1932,1004],{"class":858},[200,1934,902],{"class":255},[200,1936,1938,1941,1943,1946,1948,1950,1952,1955],{"class":202,"line":1937},109,[200,1939,1940],{"class":210}," value ",[200,1942,480],{"class":255},[200,1944,1945],{"class":210}," source",[200,1947,122],{"class":255},[200,1949,1363],{"class":526},[200,1951,804],{"class":255},[200,1953,1954],{"class":526},"field",[200,1956,466],{"class":255},[200,1958,1960,1962,1964,1966,1968,1970,1972,1974,1976,1978,1980,1983],{"class":202,"line":1959},110,[200,1961,931],{"class":206},[200,1963,934],{"class":255},[200,1965,937],{"class":526},[200,1967,804],{"class":255},[200,1969,1710],{"class":526},[200,1971,266],{"class":255},[200,1973,1004],{"class":858},[200,1975,846],{"class":255},[200,1977,1397],{"class":255},[200,1979,934],{"class":255},[200,1981,1982],{"class":210}," value",[200,1984,902],{"class":255},[200,1986,1988,1990,1992,1994,1997,2000,2002,2004,2006,2008],{"class":202,"line":1987},111,[200,1989,955],{"class":206},[200,1991,958],{"class":858},[200,1993,804],{"class":255},[200,1995,1996],{"class":829},"f",[200,1998,1999],{"class":516},"\"Microsoft Graph returned an object without ",[200,2001,1143],{"class":890},[200,2003,1954],{"class":526},[200,2005,1149],{"class":890},[200,2007,520],{"class":516},[200,2009,466],{"class":255},[200,2011,2013,2015],{"class":202,"line":2012},112,[200,2014,975],{"class":206},[200,2016,2017],{"class":210}," value\n",[200,2019,2021],{"class":202,"line":2020},113,[200,2022,334],{"emptyLinePlaceholder":333},[200,2024,2026],{"class":202,"line":2025},114,[200,2027,334],{"emptyLinePlaceholder":333},[200,2029,2031,2033,2036,2038,2040,2042,2044,2046,2048,2050,2052,2054,2056,2058,2060,2062,2064,2066,2068],{"class":202,"line":2030},115,[200,2032,830],{"class":829},[200,2034,2035],{"class":526}," 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None:\n",[200,2072,2074,2076,2078,2080,2082,2084,2086,2088],{"class":202,"line":2073},116,[200,2075,1940],{"class":210},[200,2077,480],{"class":255},[200,2079,1945],{"class":210},[200,2081,122],{"class":255},[200,2083,1363],{"class":526},[200,2085,804],{"class":255},[200,2087,1954],{"class":526},[200,2089,466],{"class":255},[200,2091,2093,2095,2098,2101,2103,2105,2107,2109,2111,2113,2115,2117,2120],{"class":202,"line":2092},117,[200,2094,975],{"class":206},[200,2096,2097],{"class":210}," value ",[200,2099,2100],{"class":206},"if",[200,2102,937],{"class":526},[200,2104,804],{"class":255},[200,2106,1710],{"class":526},[200,2108,266],{"class":255},[200,2110,1004],{"class":858},[200,2112,846],{"class":255},[200,2114,1838],{"class":255},[200,2116,2097],{"class":210},[200,2118,2119],{"class":206},"else",[200,2121,2122],{"class":255}," None\n",[200,2124,2126],{"class":202,"line":2125},118,[200,2127,334],{"emptyLinePlaceholder":333},[200,2129,2131],{"class":202,"line":2130},119,[200,2132,334],{"emptyLinePlaceholder":333},[200,2134,2136,2138,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2172,2174],{"class":202,"line":2135},120,[200,2137,830],{"class":829},[200,2139,2140],{"class":526}," optional_bool",[200,2142,804],{"class":255},[200,2144,1905],{"class":838},[200,2146,189],{"class":255},[200,2148,852],{"class":210},[200,2150,855],{"class":255},[200,2152,859],{"class":858},[200,2154,266],{"class":255},[200,2156,864],{"class":210},[200,2158,492],{"class":255},[200,2160,1922],{"class":838},[200,2162,189],{"class":255},[200,2164,1004],{"class":858},[200,2166,846],{"class":255},[200,2168,849],{"class":255},[200,2170,2171],{"class":858}," 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",[200,2271,2272],{"class":255},"|",[200,2274,2070],{"class":255},[200,2276,2278,2280,2282,2284,2286,2288,2290,2292],{"class":202,"line":2277},126,[200,2279,1940],{"class":210},[200,2281,480],{"class":255},[200,2283,2035],{"class":526},[200,2285,804],{"class":255},[200,2287,1905],{"class":526},[200,2289,266],{"class":255},[200,2291,1922],{"class":526},[200,2293,466],{"class":255},[200,2295,2297,2299,2301,2303],{"class":202,"line":2296},127,[200,2298,931],{"class":206},[200,2300,2097],{"class":210},[200,2302,1830],{"class":255},[200,2304,2070],{"class":255},[200,2306,2308,2311],{"class":202,"line":2307},128,[200,2309,2310],{"class":206}," return",[200,2312,2122],{"class":255},[200,2314,2316,2319,2321,2324],{"class":202,"line":2315},129,[200,2317,2318],{"class":210}," timestamp ",[200,2320,480],{"class":255},[200,2322,2323],{"class":526}," Timestamp",[200,2325,2326],{"class":255},"()\n",[200,2328,2330,2333,2335,2338,2340,2342],{"class":202,"line":2329},130,[200,2331,2332],{"class":210}," 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If Graph returns no users, the script sends an empty ",[110,3925,3190],{}," wrapper, so Viio records an intentionally empty employee snapshot.",[106,3928,3929,3930,3935],{},"The script sends the Microsoft fields unchanged. Viio derives each employee's name, email, status, and organization from them. See ",[118,3931,3933],{"href":3932},"\u002Fsync-api\u002Fapi-reference\u002Fmodels#microsoftemployeedetails",[110,3934,112],{}," for every field.",[132,3937,3939],{"id":3938},"run-the-script","Run the Script",[106,3941,3942],{},"Preview the employee records without contacting Viio:",[191,3944,3948],{"className":3945,"code":3946,"language":3947,"meta":196,"style":196},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","python entra_employees.py --dry-run\n","bash",[110,3949,3950],{"__ignoreMap":196},[200,3951,3952,3954,3957],{"class":202,"line":203},[200,3953,195],{"class":858},[200,3955,3956],{"class":516}," entra_employees.py",[200,3958,3959],{"class":516}," --dry-run\n",[106,3961,3962],{},"Send the snapshot to Viio:",[191,3964,3966],{"className":3945,"code":3965,"language":3947,"meta":196,"style":196},"python entra_employees.py\n",[110,3967,3968],{"__ignoreMap":196},[200,3969,3970,3972],{"class":202,"line":203},[200,3971,195],{"class":858},[200,3973,3974],{"class":516}," entra_employees.py\n",[106,3976,3977,3978,3982],{},"If a Microsoft Graph or Sync API call fails, the script aborts the batch and raises the error. 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