Im Folgenden finden Sie Beispielschemas für die Daten auf Benutzerebene, Enterprise-Ebene und Repositoryebene, die von den Endpunkten der Copilot Verwendungsmetriken zurückgegeben werden. Die zurückgegebenen tatsächlichen Daten können je nach den zu verfolgenden Metriken und der Aggregationsebene variieren. Sie können diese Beispiele als Referenz verwenden, um die Struktur der Daten zu verstehen und die verschiedenen Felder und Metriken zu interpretieren, die in der API-Antwort enthalten sind.
Beispiel für ein Schema auf Benutzerebene
[{
"ai_credits_used": 12.5,
"code_acceptance_activity_count": 1,
"code_generation_activity_count": 1,
"day": "2025-10-01",
"enterprise_id": "1",
"loc_added_sum": 8,
"loc_deleted_sum": 0,
"loc_suggested_to_add_sum": 10,
"loc_suggested_to_delete_sum": 0,
"totals_by_cli": {
"last_known_cli_version": {
"cli_version": "1.0.8",
"sampled_at": "2025-10-01T00:01:43.000Z"
},
"prompt_count": 2,
"request_count": 2,
"session_count": 2,
"token_usage": {
"avg_tokens_per_request": 4400.0,
"output_tokens_sum": 5000,
"prompt_tokens_sum": 3800
}
},
"totals_by_feature": [{
"code_acceptance_activity_count": 1,
"code_generation_activity_count": 1,
"feature": "code_completion",
"loc_added_sum": 8,
"loc_deleted_sum": 0,
"loc_suggested_to_add_sum": 10,
"loc_suggested_to_delete_sum": 0,
"user_initiated_interaction_count": 0
}],
"totals_by_ide": [{
"code_acceptance_activity_count": 1,
"code_generation_activity_count": 1,
"ide": "vscode",
"last_known_ide_version": {
"ide_version": "1.85.0",
"sampled_at": "2025-10-01T00:00:02.000Z"
},
"last_known_plugin_version": {
"plugin": "",
"plugin_version": "",
"sampled_at": "2025-10-01T00:00:02.000Z"
},
"loc_added_sum": 8,
"loc_deleted_sum": 0,
"loc_suggested_to_add_sum": 10,
"loc_suggested_to_delete_sum": 0,
"user_initiated_interaction_count": 0
}],
"totals_by_language_feature": [{
"code_acceptance_activity_count": 1,
"code_generation_activity_count": 1,
"feature": "code_completion",
"language": "unknown",
"loc_added_sum": 8,
"loc_deleted_sum": 0,
"loc_suggested_to_add_sum": 10,
"loc_suggested_to_delete_sum": 0
}],
"totals_by_language_model": [],
"totals_by_model_feature": [],
"used_agent": false,
"used_chat": false,
"used_cli": true,
"user_id": 1,
"user_login": "login1",
"user_initiated_interaction_count": 0,
"etl_id": "green",
"day_partition": "2025-10-01",
"entity_id_partition": 1
}]
[{
"ai_credits_used": 12.5,
"code_acceptance_activity_count": 1,
"code_generation_activity_count": 1,
"day": "2025-10-01",
"enterprise_id": "1",
"loc_added_sum": 8,
"loc_deleted_sum": 0,
"loc_suggested_to_add_sum": 10,
"loc_suggested_to_delete_sum": 0,
"totals_by_cli": {
"last_known_cli_version": {
"cli_version": "1.0.8",
"sampled_at": "2025-10-01T00:01:43.000Z"
},
"prompt_count": 2,
"request_count": 2,
"session_count": 2,
"token_usage": {
"avg_tokens_per_request": 4400.0,
"output_tokens_sum": 5000,
"prompt_tokens_sum": 3800
}
},
"totals_by_feature": [{
"code_acceptance_activity_count": 1,
"code_generation_activity_count": 1,
"feature": "code_completion",
"loc_added_sum": 8,
"loc_deleted_sum": 0,
"loc_suggested_to_add_sum": 10,
"loc_suggested_to_delete_sum": 0,
"user_initiated_interaction_count": 0
}],
"totals_by_ide": [{
"code_acceptance_activity_count": 1,
"code_generation_activity_count": 1,
"ide": "vscode",
"last_known_ide_version": {
"ide_version": "1.85.0",
"sampled_at": "2025-10-01T00:00:02.000Z"
},
"last_known_plugin_version": {
"plugin": "",
"plugin_version": "",
"sampled_at": "2025-10-01T00:00:02.000Z"
},
"loc_added_sum": 8,
"loc_deleted_sum": 0,
"loc_suggested_to_add_sum": 10,
"loc_suggested_to_delete_sum": 0,
"user_initiated_interaction_count": 0
}],
"totals_by_language_feature": [{
"code_acceptance_activity_count": 1,
"code_generation_activity_count": 1,
"feature": "code_completion",
"language": "unknown",
"loc_added_sum": 8,
"loc_deleted_sum": 0,
"loc_suggested_to_add_sum": 10,
"loc_suggested_to_delete_sum": 0
}],
"totals_by_language_model": [],
"totals_by_model_feature": [],
"used_agent": false,
"used_chat": false,
"used_cli": true,
"user_id": 1,
"user_login": "login1",
"user_initiated_interaction_count": 0,
"etl_id": "green",
"day_partition": "2025-10-01",
"entity_id_partition": 1
}]
Beispiel für ein Schema auf Unternehmensebene
[ {
"day_totals" : [ {
"code_acceptance_activity_count" : 2,
"code_generation_activity_count" : 2,
"daily_active_cli_users" : 2,
"daily_active_users" : 2,
"day" : "2025-10-01",
"enterprise_id" : "1",
"loc_added_sum" : 30,
"loc_deleted_sum" : 0,
"loc_suggested_to_add_sum" : 35,
"loc_suggested_to_delete_sum" : 0,
"monthly_active_agent_users" : 0,
"monthly_active_chat_users" : 0,
"monthly_active_users" : 2,
"pull_requests" : {
"median_minutes_to_merge" : 2.5,
"median_minutes_to_merge_copilot_authored" : 2.5,
"median_minutes_to_merge_copilot_reviewed" : 2.5,
"total_applied_suggestions" : 1,
"total_copilot_applied_suggestions" : 1,
"total_copilot_suggestions" : 1,
"total_created" : 2,
"total_created_by_copilot" : 1,
"total_merged" : 2,
"total_merged_created_by_copilot" : 1,
"total_merged_reviewed_by_copilot" : 1,
"total_reviewed" : 1,
"total_reviewed_by_copilot" : 1,
"total_suggestions" : 1
},
"totals_by_cli" : {
"prompt_count" : 3,
"request_count" : 3,
"session_count" : 3,
"token_usage" : {
"avg_tokens_per_request" : 4100.0,
"output_tokens_sum" : 7000,
"prompt_tokens_sum" : 5300
}
},
"totals_by_feature" : [ {
"code_acceptance_activity_count" : 2,
"code_generation_activity_count" : 2,
"feature" : "code_completion",
"loc_added_sum" : 30,
"loc_deleted_sum" : 0,
"loc_suggested_to_add_sum" : 35,
"loc_suggested_to_delete_sum" : 0,
"user_initiated_interaction_count" : 0
} ],
"totals_by_ide" : [ {
"code_acceptance_activity_count" : 2,
"code_generation_activity_count" : 2,
"ide" : "vscode",
"loc_added_sum" : 30,
"loc_deleted_sum" : 0,
"loc_suggested_to_add_sum" : 35,
"loc_suggested_to_delete_sum" : 0,
"user_initiated_interaction_count" : 0
} ],
"totals_by_language_feature" : [ {
"code_acceptance_activity_count" : 2,
"code_generation_activity_count" : 2,
"feature" : "code_completion",
"language" : "unknown",
"loc_added_sum" : 30,
"loc_deleted_sum" : 0,
"loc_suggested_to_add_sum" : 35,
"loc_suggested_to_delete_sum" : 0
} ],
"totals_by_language_model" : [ ],
"totals_by_model_feature" : [ ],
"user_initiated_interaction_count" : 0,
"weekly_active_users" : 2
} ],
"enterprise_id" : "1",
"report_end_day" : "2025-10-01",
"report_start_day" : "2025-09-04",
"etl_id" : "green",
"day_partition" : "2025-10-01",
"entity_id_partition" : 1
}, {
"day_totals" : [ {
"code_acceptance_activity_count" : 1,
"code_generation_activity_count" : 2,
"daily_active_users" : 2,
"day" : "2025-10-01",
"enterprise_id" : "2",
"loc_added_sum" : 38,
"loc_deleted_sum" : 0,
"loc_suggested_to_add_sum" : 40,
"loc_suggested_to_delete_sum" : 0,
"monthly_active_agent_users" : 0,
"monthly_active_chat_users" : 0,
"monthly_active_users" : 2,
"pull_requests" : {
"total_applied_suggestions" : 0,
"total_copilot_applied_suggestions" : 0,
"total_copilot_suggestions" : 0,
"total_created" : 1,
"total_created_by_copilot" : 0,
"total_merged" : 0,
"total_merged_created_by_copilot" : 0,
"total_merged_reviewed_by_copilot" : 0,
"total_reviewed" : 1,
"total_reviewed_by_copilot" : 0,
"total_suggestions" : 1
},
"totals_by_feature" : [ {
"code_acceptance_activity_count" : 1,
"code_generation_activity_count" : 2,
"feature" : "code_completion",
"loc_added_sum" : 38,
"loc_deleted_sum" : 0,
"loc_suggested_to_add_sum" : 40,
"loc_suggested_to_delete_sum" : 0,
"user_initiated_interaction_count" : 0
} ],
"totals_by_ide" : [ {
"code_acceptance_activity_count" : 1,
"code_generation_activity_count" : 2,
"ide" : "vscode",
"loc_added_sum" : 38,
"loc_deleted_sum" : 0,
"loc_suggested_to_add_sum" : 40,
"loc_suggested_to_delete_sum" : 0,
"user_initiated_interaction_count" : 0
} ],
"totals_by_language_feature" : [ {
"code_acceptance_activity_count" : 1,
"code_generation_activity_count" : 2,
"feature" : "code_completion",
"language" : "unknown",
"loc_added_sum" : 38,
"loc_deleted_sum" : 0,
"loc_suggested_to_add_sum" : 40,
"loc_suggested_to_delete_sum" : 0
} ],
"totals_by_language_model" : [ ],
"totals_by_model_feature" : [ ],
"user_initiated_interaction_count" : 0,
"weekly_active_users" : 2
} ],
"enterprise_id" : "2",
"report_end_day" : "2025-10-01",
"report_start_day" : "2025-09-04",
"etl_id" : "green",
"day_partition" : "2025-10-01",
"entity_id_partition" : 2
} ]
[ {
"day_totals" : [ {
"code_acceptance_activity_count" : 2,
"code_generation_activity_count" : 2,
"daily_active_cli_users" : 2,
"daily_active_users" : 2,
"day" : "2025-10-01",
"enterprise_id" : "1",
"loc_added_sum" : 30,
"loc_deleted_sum" : 0,
"loc_suggested_to_add_sum" : 35,
"loc_suggested_to_delete_sum" : 0,
"monthly_active_agent_users" : 0,
"monthly_active_chat_users" : 0,
"monthly_active_users" : 2,
"pull_requests" : {
"median_minutes_to_merge" : 2.5,
"median_minutes_to_merge_copilot_authored" : 2.5,
"median_minutes_to_merge_copilot_reviewed" : 2.5,
"total_applied_suggestions" : 1,
"total_copilot_applied_suggestions" : 1,
"total_copilot_suggestions" : 1,
"total_created" : 2,
"total_created_by_copilot" : 1,
"total_merged" : 2,
"total_merged_created_by_copilot" : 1,
"total_merged_reviewed_by_copilot" : 1,
"total_reviewed" : 1,
"total_reviewed_by_copilot" : 1,
"total_suggestions" : 1
},
"totals_by_cli" : {
"prompt_count" : 3,
"request_count" : 3,
"session_count" : 3,
"token_usage" : {
"avg_tokens_per_request" : 4100.0,
"output_tokens_sum" : 7000,
"prompt_tokens_sum" : 5300
}
},
"totals_by_feature" : [ {
"code_acceptance_activity_count" : 2,
"code_generation_activity_count" : 2,
"feature" : "code_completion",
"loc_added_sum" : 30,
"loc_deleted_sum" : 0,
"loc_suggested_to_add_sum" : 35,
"loc_suggested_to_delete_sum" : 0,
"user_initiated_interaction_count" : 0
} ],
"totals_by_ide" : [ {
"code_acceptance_activity_count" : 2,
"code_generation_activity_count" : 2,
"ide" : "vscode",
"loc_added_sum" : 30,
"loc_deleted_sum" : 0,
"loc_suggested_to_add_sum" : 35,
"loc_suggested_to_delete_sum" : 0,
"user_initiated_interaction_count" : 0
} ],
"totals_by_language_feature" : [ {
"code_acceptance_activity_count" : 2,
"code_generation_activity_count" : 2,
"feature" : "code_completion",
"language" : "unknown",
"loc_added_sum" : 30,
"loc_deleted_sum" : 0,
"loc_suggested_to_add_sum" : 35,
"loc_suggested_to_delete_sum" : 0
} ],
"totals_by_language_model" : [ ],
"totals_by_model_feature" : [ ],
"user_initiated_interaction_count" : 0,
"weekly_active_users" : 2
} ],
"enterprise_id" : "1",
"report_end_day" : "2025-10-01",
"report_start_day" : "2025-09-04",
"etl_id" : "green",
"day_partition" : "2025-10-01",
"entity_id_partition" : 1
}, {
"day_totals" : [ {
"code_acceptance_activity_count" : 1,
"code_generation_activity_count" : 2,
"daily_active_users" : 2,
"day" : "2025-10-01",
"enterprise_id" : "2",
"loc_added_sum" : 38,
"loc_deleted_sum" : 0,
"loc_suggested_to_add_sum" : 40,
"loc_suggested_to_delete_sum" : 0,
"monthly_active_agent_users" : 0,
"monthly_active_chat_users" : 0,
"monthly_active_users" : 2,
"pull_requests" : {
"total_applied_suggestions" : 0,
"total_copilot_applied_suggestions" : 0,
"total_copilot_suggestions" : 0,
"total_created" : 1,
"total_created_by_copilot" : 0,
"total_merged" : 0,
"total_merged_created_by_copilot" : 0,
"total_merged_reviewed_by_copilot" : 0,
"total_reviewed" : 1,
"total_reviewed_by_copilot" : 0,
"total_suggestions" : 1
},
"totals_by_feature" : [ {
"code_acceptance_activity_count" : 1,
"code_generation_activity_count" : 2,
"feature" : "code_completion",
"loc_added_sum" : 38,
"loc_deleted_sum" : 0,
"loc_suggested_to_add_sum" : 40,
"loc_suggested_to_delete_sum" : 0,
"user_initiated_interaction_count" : 0
} ],
"totals_by_ide" : [ {
"code_acceptance_activity_count" : 1,
"code_generation_activity_count" : 2,
"ide" : "vscode",
"loc_added_sum" : 38,
"loc_deleted_sum" : 0,
"loc_suggested_to_add_sum" : 40,
"loc_suggested_to_delete_sum" : 0,
"user_initiated_interaction_count" : 0
} ],
"totals_by_language_feature" : [ {
"code_acceptance_activity_count" : 1,
"code_generation_activity_count" : 2,
"feature" : "code_completion",
"language" : "unknown",
"loc_added_sum" : 38,
"loc_deleted_sum" : 0,
"loc_suggested_to_add_sum" : 40,
"loc_suggested_to_delete_sum" : 0
} ],
"totals_by_language_model" : [ ],
"totals_by_model_feature" : [ ],
"user_initiated_interaction_count" : 0,
"weekly_active_users" : 2
} ],
"enterprise_id" : "2",
"report_end_day" : "2025-10-01",
"report_start_day" : "2025-09-04",
"etl_id" : "green",
"day_partition" : "2025-10-01",
"entity_id_partition" : 2
} ]
Die folgenden Berichtbeispiele zu Benutzerteams werden von den user-teams-1-day-Endpunkten zurückgegeben und sollen mit dem Nutzungsbericht pro Benutzer anhand von user_id, day und der relevanten Entitäts-ID (organization_id für den Organisationsbereich, enterprise_id für den Unternehmensbereich) verknüpft werden, um Kennzahlen auf Teamebene zu ermitteln. Weitere Anleitungen finden Sie unter Copilot Nutzungsmetriken auf Teamebene.
Hinweis
Teams mit weniger als 5 sitzenden Copilot Benutzern werden aus Benutzerteamsberichten weggelassen.
Beispiel für ein Benutzerteamsschema der Organisation
[
{
"user_id": 1001,
"user_login": "octocat",
"day": "2026-05-14",
"organization_id": "999",
"team_id": 42,
"slug": "frontend"
},
{
"user_id": 1001,
"user_login": "octocat",
"day": "2026-05-14",
"organization_id": "999",
"team_id": 43,
"slug": "backend"
},
{
"user_id": 1002,
"user_login": "hubot",
"day": "2026-05-14",
"organization_id": "999",
"team_id": 42,
"slug": "frontend"
}
]
[
{
"user_id": 1001,
"user_login": "octocat",
"day": "2026-05-14",
"organization_id": "999",
"team_id": 42,
"slug": "frontend"
},
{
"user_id": 1001,
"user_login": "octocat",
"day": "2026-05-14",
"organization_id": "999",
"team_id": 43,
"slug": "backend"
},
{
"user_id": 1002,
"user_login": "hubot",
"day": "2026-05-14",
"organization_id": "999",
"team_id": 42,
"slug": "frontend"
}
]
Beispiel für ein Enterprise-Benutzerteamsschema
[
{
"user_id": 1001,
"user_login": "octocat",
"day": "2026-05-14",
"enterprise_id": "1",
"team_id": 9001,
"slug": "eng-platform"
},
{
"user_id": 1001,
"user_login": "octocat",
"day": "2026-05-14",
"enterprise_id": "1",
"team_id": 7001,
"slug": "business-analytics"
},
{
"user_id": 1002,
"user_login": "hubot",
"day": "2026-05-14",
"enterprise_id": "1",
"team_id": 9001,
"slug": "eng-platform"
}
]
[
{
"user_id": 1001,
"user_login": "octocat",
"day": "2026-05-14",
"enterprise_id": "1",
"team_id": 9001,
"slug": "eng-platform"
},
{
"user_id": 1001,
"user_login": "octocat",
"day": "2026-05-14",
"enterprise_id": "1",
"team_id": 7001,
"slug": "business-analytics"
},
{
"user_id": 1002,
"user_login": "hubot",
"day": "2026-05-14",
"enterprise_id": "1",
"team_id": 9001,
"slug": "eng-platform"
}
]
Schemabeispiel auf Repositoryebene
Das folgende Berichtbeispiel auf Repositoryebene wird in den NDJSON-Dateien zurückgegeben, die von den repos-1-day Endpunkten heruntergeladen wurden. Jede Zeile stellt ein Repository mit Pullanforderungsaktivität am angeforderten Tag dar. Sowohl Zeilen mit Unternehmens- als auch mit Organisationsbereich füllen organization_id (die Organisation, der die einzelnen Repositorys gehören). Unternehmensbezogene Zeilen füllen ebenfalls enterprise_id, und organisationsbezogene Zeilen füllen enterprise_id nur für Organisationen, die einem Unternehmen gehören. Informationen zum Feldverweis finden Sie unter In den Nutzungsmetriken von Copilot verfügbare Daten.
[
{
"day": "2026-07-14",
"enterprise_id": "1001",
"organization_id": "2002",
"repo_id": 900000001,
"repo_owner_name": "octodemo-metrics",
"repo_name": "example-service-alpha",
"repo_visibility": "INTERNAL",
"pull_requests": {
"total_reviewed": 1,
"total_created": 1,
"total_created_by_copilot": 1,
"total_reviewed_by_copilot": 1,
"total_merged": 1,
"median_minutes_to_merge": 372.62,
"total_suggestions": 0,
"total_applied_suggestions": 0,
"total_merged_created_by_copilot": 1,
"median_minutes_to_merge_copilot_authored": 372.62,
"total_copilot_suggestions": 0,
"total_copilot_applied_suggestions": 0,
"total_merged_reviewed_by_copilot": 1,
"median_minutes_to_merge_copilot_reviewed": 372.62,
"copilot_suggestions_by_comment_type": []
}
},
{
"day": "2026-07-14",
"enterprise_id": "1001",
"organization_id": "2002",
"repo_id": 900000003,
"repo_owner_name": "octodemo-metrics",
"repo_name": "example-service-gamma",
"repo_visibility": "INTERNAL",
"pull_requests": {
"total_reviewed": 1,
"total_created": 0,
"total_created_by_copilot": 0,
"total_reviewed_by_copilot": 1,
"total_merged": 1,
"median_minutes_to_merge": 1020.53,
"total_suggestions": 0,
"total_applied_suggestions": 1,
"total_merged_created_by_copilot": 0,
"total_copilot_suggestions": 0,
"total_copilot_applied_suggestions": 1,
"total_merged_reviewed_by_copilot": 1,
"median_minutes_to_merge_copilot_reviewed": 1020.53,
"copilot_suggestions_by_comment_type": [
{
"comment_type": "spelling",
"total_copilot_suggestions": 0,
"total_copilot_applied_suggestions": 1
}
]
}
},
{
"day": "2026-07-14",
"organization_id": "3003",
"enterprise_id": "",
"repo_id": 900000010,
"repo_owner_name": "octodemo-metrics",
"repo_name": "example-service-delta",
"repo_visibility": "PRIVATE",
"pull_requests": {
"total_reviewed": 1,
"total_created": 0,
"total_created_by_copilot": 0,
"total_reviewed_by_copilot": 1,
"total_merged": 2,
"median_minutes_to_merge": 1332.96,
"total_suggestions": 1,
"total_applied_suggestions": 2,
"total_merged_created_by_copilot": 1,
"median_minutes_to_merge_copilot_authored": 1329.47,
"total_copilot_suggestions": 1,
"total_copilot_applied_suggestions": 2,
"total_merged_reviewed_by_copilot": 2,
"median_minutes_to_merge_copilot_reviewed": 1332.96,
"copilot_suggestions_by_comment_type": [
{
"comment_type": "documentation",
"total_copilot_suggestions": 1,
"total_copilot_applied_suggestions": 1
},
{
"comment_type": "spelling",
"total_copilot_suggestions": 0,
"total_copilot_applied_suggestions": 1
}
]
}
}
]
[
{
"day": "2026-07-14",
"enterprise_id": "1001",
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