Copilot 사용 메트릭에 대한 예제 스키마

사용 메트릭 API에서 반환된 Copilot 데이터의 예제 스키마를 참조하세요.

누가 이 기능을 사용할 수 있나요?

엔터프라이즈 소유자, 조직 관리자, 청구 관리자 및 "엔터프라이즈 Copilot 메트릭 보기" 권한이 있는 엔터프라이즈 사용자 지정 역할이 있는 사용자

이 기사에서

다음은 사용 메트릭 엔드포인트에서 반환 Copilot 된 사용자 수준, 엔터프라이즈 수준 및 리포지토리 수준 데이터에 대한 예제 스키마입니다. 반환되는 실제 데이터는 추적 중인 특정 메트릭 및 집계 수준에 따라 달라질 수 있습니다. 이러한 예제를 참조로 사용하여 데이터의 구조와 API 응답에 포함된 다양한 필드 및 메트릭을 해석하는 방법을 이해할 수 있습니다.

사용자 수준 스키마 예제

JSON
[{
  "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
}]

엔터프라이즈 수준 스키마 예제

JSON
[ {
  "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
} ]

다음 사용자-팀 보고서 예제는 user-teams-1-day 엔드포인트에서 반환되며, 팀 수준 메트릭을 산출하기 위해 user_id, day 및 관련 엔터티 ID(조직 범위의 경우 organization_id, 엔터프라이즈 범위의 경우 enterprise_id)를 기준으로 사용자별 사용량 보고서와 조인하도록 되어 있습니다. 자세한 지침은 팀 수준의 Copilot 사용 지표을 참조하세요.

참고

사용자 Copilot 수가 5명 미만인 팀은 사용자 팀 보고서에서 제외됩니다.

조직 사용자-팀 스키마 예제

JSON
[
  {
    "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"
  }
]

엔터프라이즈 사용자 팀 스키마 예제

JSON
[
  {
    "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"
  }
]

리포지토리 수준 스키마 예제

다음 리포지토리 수준의 보고서 예제는 repos-1-day 엔드포인트에서 다운로드한 NDJSON 파일에 포함됩니다. 각 행은 요청된 날짜에 끌어오기 요청 작업이 있는 하나의 리포지토리를 나타냅니다. 엔터프라이즈 범위 및 조직 범위의 행 모두에 organization_id(각 리포지토리를 소유한 조직)이 표시됩니다. 엔터프라이즈 범위 행도 enterprise_id에 채워지며, 조직 범위 행은 엔터프라이즈 소유 조직에 대해서만 enterprise_id에 채워집니다. 필드 참조는 Copilot 사용 메트릭에서 사용할 수 있는 데이터을 참조하세요.

JSON
[
  {
    "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
        }
      ]
    }
  }
]