다음 예제에서는 사용 메트릭 엔드포인트에서 반환 Copilot 된 사용자, 엔터프라이즈 및 리포지토리 수준 데이터에 대한 스키마를 보여 줍니다. 반환되는 필드는 메트릭 및 집계 수준에 따라 다릅니다. 다음 예제를 사용하여 응답 구조를 이해하고 해당 필드 및 메트릭을 해석합니다.
사용자 수준 스키마 예제
[{
"ai_adoption_phase": {
"phase": "Phase 2",
"phase_number": 2,
"version": "v1"
},
"ai_credits_used": 12.5,
"code_acceptance_activity_count": 3,
"code_generation_activity_count": 3,
"day": "2025-10-01",
"distinct_custom_agent_use_count": 2,
"distinct_mcp_use_count": 2,
"distinct_plugin_use_count": 1,
"distinct_skill_use_count": 3,
"distinct_slash_cmd_use_count": 2,
"enterprise_id": "1",
"loc_added_sum": 32,
"loc_deleted_sum": 6,
"loc_suggested_to_add_sum": 34,
"loc_suggested_to_delete_sum": 6,
"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_copilot_app": {
"prompt_count": 1,
"request_count": 3,
"session_count": 1,
"token_usage": {
"avg_tokens_per_request": 3200.0,
"output_tokens_sum": 4200,
"prompt_tokens_sum": 5400
}
},
"totals_by_custom_agent": [{
"custom_agent": "general-purpose",
"interaction_count": 4
}, {
"custom_agent": "other",
"interaction_count": 2
}],
"totals_by_3rd_party_agent": [{
"agent_id": "2246796",
"agent_name": "Claude (Anthropic)",
"user_initiated_interaction_count": 2
}, {
"agent_id": "2248422",
"agent_name": "Codex (OpenAI)",
"user_initiated_interaction_count": 2
}],
"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
}, {
"code_acceptance_activity_count": 2,
"code_generation_activity_count": 2,
"feature": "copilot_app",
"loc_added_sum": 24,
"loc_deleted_sum": 6,
"loc_suggested_to_add_sum": 24,
"loc_suggested_to_delete_sum": 6,
"user_initiated_interaction_count": 1
}],
"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
}, {
"code_acceptance_activity_count": 2,
"code_generation_activity_count": 2,
"feature": "copilot_app",
"language": "markdown",
"loc_added_sum": 24,
"loc_deleted_sum": 6,
"loc_suggested_to_add_sum": 24,
"loc_suggested_to_delete_sum": 6
}],
"totals_by_language_model": [],
"totals_by_mcp": [{
"interaction_count": 8,
"mcp": "github-mcp-server"
}, {
"interaction_count": 3,
"mcp": "other"
}],
"totals_by_model_feature": [],
"totals_by_plugin": [{
"interaction_count": 2,
"plugin": "other"
}],
"totals_by_skill": [{
"interaction_count": 5,
"skill": "other"
}],
"totals_by_slash_cmd": [{
"interaction_count": 3,
"slash_cmd": "/plan"
}, {
"interaction_count": 1,
"slash_cmd": "custom"
}],
"used_agent": false,
"used_chat": false,
"used_cli": true,
"used_copilot_app": true,
"used_copilot_cloud_agent": false,
"used_copilot_code_review_active": null,
"used_copilot_code_review_passive": null,
"used_copilot_coding_agent": false,
"user_id": 1,
"user_login": "login1",
"user_initiated_interaction_count": 1,
"etl_id": "green",
"day_partition": "2025-10-01",
"entity_id_partition": 1
}]
[{
"ai_adoption_phase": {
"phase": "Phase 2",
"phase_number": 2,
"version": "v1"
},
"ai_credits_used": 12.5,
"code_acceptance_activity_count": 3,
"code_generation_activity_count": 3,
"day": "2025-10-01",
"distinct_custom_agent_use_count": 2,
"distinct_mcp_use_count": 2,
"distinct_plugin_use_count": 1,
"distinct_skill_use_count": 3,
"distinct_slash_cmd_use_count": 2,
"enterprise_id": "1",
"loc_added_sum": 32,
"loc_deleted_sum": 6,
"loc_suggested_to_add_sum": 34,
"loc_suggested_to_delete_sum": 6,
"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_copilot_app": {
"prompt_count": 1,
"request_count": 3,
"session_count": 1,
"token_usage": {
"avg_tokens_per_request": 3200.0,
"output_tokens_sum": 4200,
"prompt_tokens_sum": 5400
}
},
"totals_by_custom_agent": [{
"custom_agent": "general-purpose",
"interaction_count": 4
}, {
"custom_agent": "other",
"interaction_count": 2
}],
"totals_by_3rd_party_agent": [{
"agent_id": "2246796",
"agent_name": "Claude (Anthropic)",
"user_initiated_interaction_count": 2
}, {
"agent_id": "2248422",
"agent_name": "Codex (OpenAI)",
"user_initiated_interaction_count": 2
}],
"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
}, {
"code_acceptance_activity_count": 2,
"code_generation_activity_count": 2,
"feature": "copilot_app",
"loc_added_sum": 24,
"loc_deleted_sum": 6,
"loc_suggested_to_add_sum": 24,
"loc_suggested_to_delete_sum": 6,
"user_initiated_interaction_count": 1
}],
"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
}, {
"code_acceptance_activity_count": 2,
"code_generation_activity_count": 2,
"feature": "copilot_app",
"language": "markdown",
"loc_added_sum": 24,
"loc_deleted_sum": 6,
"loc_suggested_to_add_sum": 24,
"loc_suggested_to_delete_sum": 6
}],
"totals_by_language_model": [],
"totals_by_mcp": [{
"interaction_count": 8,
"mcp": "github-mcp-server"
}, {
"interaction_count": 3,
"mcp": "other"
}],
"totals_by_model_feature": [],
"totals_by_plugin": [{
"interaction_count": 2,
"plugin": "other"
}],
"totals_by_skill": [{
"interaction_count": 5,
"skill": "other"
}],
"totals_by_slash_cmd": [{
"interaction_count": 3,
"slash_cmd": "/plan"
}, {
"interaction_count": 1,
"slash_cmd": "custom"
}],
"used_agent": false,
"used_chat": false,
"used_cli": true,
"used_copilot_app": true,
"used_copilot_cloud_agent": false,
"used_copilot_code_review_active": null,
"used_copilot_code_review_passive": null,
"used_copilot_coding_agent": false,
"user_id": 1,
"user_login": "login1",
"user_initiated_interaction_count": 1,
"etl_id": "green",
"day_partition": "2025-10-01",
"entity_id_partition": 1
}]
조직의 사용자별 보고서는 동일한 totals_by_3rd_party_agent 항목 필드를 사용하며, 또한 organization_id도 포함합니다. 사용자별 보고서에서 totals_by_3rd_party_agent의 항목에는 session_count이(가) 포함되지 않습니다.
Copilot CLI 이 예제에 표시된 사용자 지정 필드는 사용자별 1일 및 28일 보고서에 모두 표시됩니다.
이 예에서 used_copilot_code_review_active 및 used_copilot_code_review_passive은(는) 그날 해당 사용자에 대한 null 신호가 없었기 때문에 Copilot code review입니다.
used_copilot_cloud_agent 항상 used_copilot_coding_agent 동일한 값을 전달합니다.
엔터프라이즈 수준 스키마 예제
[ {
"day_totals" : [ {
"code_acceptance_activity_count" : 4,
"code_generation_activity_count" : 4,
"daily_active_cli_users" : 2,
"daily_active_copilot_app_users" : 1,
"daily_active_copilot_cloud_agent_users" : 1,
"daily_active_copilot_code_review_users" : 1,
"daily_active_users" : 2,
"daily_passive_copilot_code_review_users" : 0,
"day" : "2025-10-01",
"distinct_custom_agent_use_count" : 2,
"distinct_mcp_use_count" : 2,
"distinct_plugin_use_count" : 1,
"distinct_skill_use_count" : 3,
"distinct_slash_cmd_use_count" : 2,
"enterprise_id" : "1",
"loc_added_sum" : 54,
"loc_deleted_sum" : 6,
"loc_suggested_to_add_sum" : 59,
"loc_suggested_to_delete_sum" : 6,
"monthly_active_agent_users" : 0,
"monthly_active_chat_users" : 0,
"monthly_active_copilot_cloud_agent_users" : 1,
"monthly_active_copilot_code_review_users" : 1,
"monthly_active_users" : 2,
"monthly_passive_copilot_code_review_users" : 0,
"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_3rd_party_agent" : [ {
"agent_id" : "2246796",
"agent_name" : "Claude (Anthropic)",
"session_count" : 1,
"user_initiated_interaction_count" : 2
}, {
"agent_id" : "2248422",
"agent_name" : "Codex (OpenAI)",
"session_count" : 2,
"user_initiated_interaction_count" : 2
} ],
"totals_by_ai_adoption_phase" : [ {
"avg_code_acceptance_activities" : 1.0,
"avg_code_generation_activities" : 1.0,
"avg_loc_added" : 22.0,
"avg_loc_deleted" : 0.0,
"avg_pull_requests_created" : 1.0,
"avg_pull_requests_median_minutes_to_merge" : 2.5,
"avg_pull_requests_merged" : 1.0,
"avg_pull_requests_minutes_to_review" : 1.5,
"avg_pull_requests_review_cycles" : 1.0,
"avg_pull_requests_reviewed" : 0.0,
"avg_user_initiated_interactions" : 0.0,
"phase" : "Phase 1",
"phase_number" : 1,
"total_engaged_users" : 1,
"users_in_phase_28d" : 1,
"total_pull_requests_merged" : 1
}, {
"avg_code_acceptance_activities" : 3.0,
"avg_code_generation_activities" : 3.0,
"avg_loc_added" : 32.0,
"avg_loc_deleted" : 6.0,
"avg_pull_requests_created" : 1.0,
"avg_pull_requests_median_minutes_to_merge" : 2.5,
"avg_pull_requests_merged" : 1.0,
"avg_pull_requests_minutes_to_review" : 2.0,
"avg_pull_requests_review_cycles" : 2.0,
"avg_pull_requests_reviewed" : 1.0,
"avg_user_initiated_interactions" : 1.0,
"phase" : "Phase 3",
"phase_number" : 3,
"total_engaged_users" : 1,
"users_in_phase_28d" : 1,
"total_pull_requests_merged" : 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_copilot_app" : {
"prompt_count" : 2,
"request_count" : 6,
"session_count" : 2,
"token_usage" : {
"avg_tokens_per_request" : 2466.67,
"output_tokens_sum" : 6200,
"prompt_tokens_sum" : 8600
}
},
"totals_by_custom_agent" : [ {
"custom_agent" : "general-purpose",
"interaction_count" : 7
}, {
"custom_agent" : "other",
"interaction_count" : 3
} ],
"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
}, {
"code_acceptance_activity_count" : 2,
"code_generation_activity_count" : 2,
"feature" : "copilot_app",
"loc_added_sum" : 24,
"loc_deleted_sum" : 6,
"loc_suggested_to_add_sum" : 24,
"loc_suggested_to_delete_sum" : 6,
"user_initiated_interaction_count" : 1
} ],
"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
}, {
"code_acceptance_activity_count" : 2,
"code_generation_activity_count" : 2,
"feature" : "copilot_app",
"language" : "markdown",
"loc_added_sum" : 24,
"loc_deleted_sum" : 6,
"loc_suggested_to_add_sum" : 24,
"loc_suggested_to_delete_sum" : 6
} ],
"totals_by_language_model" : [ ],
"totals_by_mcp" : [ {
"interaction_count" : 12,
"mcp" : "github-mcp-server"
}, {
"interaction_count" : 5,
"mcp" : "other"
} ],
"totals_by_model_feature" : [ ],
"totals_by_plugin" : [ {
"interaction_count" : 4,
"plugin" : "other"
} ],
"totals_by_skill" : [ {
"interaction_count" : 9,
"skill" : "other"
} ],
"totals_by_slash_cmd" : [ {
"interaction_count" : 6,
"slash_cmd" : "/plan"
}, {
"interaction_count" : 2,
"slash_cmd" : "custom"
} ],
"user_initiated_interaction_count" : 1,
"weekly_active_copilot_cloud_agent_users" : 1,
"weekly_active_copilot_code_review_users" : 1,
"weekly_active_users" : 2,
"weekly_passive_copilot_code_review_users" : 0
} ],
"enterprise_id" : "1",
"copilot_feature_engagement" : {
"active_user_count" : 2,
"totals_by_feature" : [ {
"feature" : "code_completion",
"engaged_user_count" : 2
}, {
"feature" : "agent_edit",
"engaged_user_count" : 1
}, {
"feature" : "code_review_passive",
"engaged_user_count" : 1
}, {
"feature" : "code_review_active",
"engaged_user_count" : 1
}, {
"feature" : "cloud_agent",
"engaged_user_count" : 1
}, {
"feature" : "copilot_cli",
"engaged_user_count" : 1
}, {
"feature" : "github_app",
"engaged_user_count" : 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" : 2,
"code_generation_activity_count" : 3,
"daily_active_copilot_cloud_agent_users" : 0,
"daily_active_copilot_code_review_users" : 0,
"daily_active_users" : 2,
"daily_passive_copilot_code_review_users" : 0,
"day" : "2025-10-01",
"distinct_custom_agent_use_count" : 0,
"distinct_mcp_use_count" : 0,
"distinct_plugin_use_count" : 0,
"distinct_skill_use_count" : 0,
"distinct_slash_cmd_use_count" : 0,
"enterprise_id" : "2",
"loc_added_sum" : 50,
"loc_deleted_sum" : 3,
"loc_suggested_to_add_sum" : 52,
"loc_suggested_to_delete_sum" : 3,
"monthly_active_agent_users" : 0,
"monthly_active_chat_users" : 0,
"monthly_active_copilot_cloud_agent_users" : 0,
"monthly_active_copilot_code_review_users" : 0,
"monthly_active_users" : 2,
"monthly_passive_copilot_code_review_users" : 0,
"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_ai_adoption_phase" : [ {
"avg_code_acceptance_activities" : 0.0,
"avg_code_generation_activities" : 1.0,
"avg_loc_added" : 12.0,
"avg_loc_deleted" : 3.0,
"avg_pull_requests_created" : 0.0,
"avg_pull_requests_median_minutes_to_merge" : 0.0,
"avg_pull_requests_merged" : 0.0,
"avg_pull_requests_minutes_to_review" : 0.0,
"avg_pull_requests_review_cycles" : 0.0,
"avg_pull_requests_reviewed" : 0.0,
"avg_user_initiated_interactions" : 0.0,
"phase" : "Phase 3",
"phase_number" : 3,
"total_engaged_users" : 1,
"users_in_phase_28d" : 1,
"total_pull_requests_merged" : 0
}, {
"avg_code_acceptance_activities" : 2.0,
"avg_code_generation_activities" : 2.0,
"avg_loc_added" : 38.0,
"avg_loc_deleted" : 0.0,
"avg_pull_requests_created" : 1.0,
"avg_pull_requests_median_minutes_to_merge" : 0.0,
"avg_pull_requests_merged" : 0.0,
"avg_pull_requests_minutes_to_review" : 0.0,
"avg_pull_requests_review_cycles" : 0.0,
"avg_pull_requests_reviewed" : 1.0,
"avg_user_initiated_interactions" : 1.0,
"phase" : "Phase 1",
"phase_number" : 1,
"total_engaged_users" : 1,
"users_in_phase_28d" : 1,
"total_pull_requests_merged" : 0
} ],
"totals_by_custom_agent" : [ ],
"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
}, {
"code_acceptance_activity_count" : 1,
"code_generation_activity_count" : 1,
"feature" : "copilot_app",
"loc_added_sum" : 12,
"loc_deleted_sum" : 3,
"loc_suggested_to_add_sum" : 12,
"loc_suggested_to_delete_sum" : 3,
"user_initiated_interaction_count" : 1
} ],
"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
}, {
"code_acceptance_activity_count" : 1,
"code_generation_activity_count" : 1,
"feature" : "copilot_app",
"language" : "markdown",
"loc_added_sum" : 12,
"loc_deleted_sum" : 3,
"loc_suggested_to_add_sum" : 12,
"loc_suggested_to_delete_sum" : 3
} ],
"totals_by_language_model" : [ ],
"totals_by_mcp" : [ ],
"totals_by_model_feature" : [ ],
"totals_by_plugin" : [ ],
"totals_by_skill" : [ ],
"totals_by_slash_cmd" : [ ],
"user_initiated_interaction_count" : 1,
"weekly_active_copilot_cloud_agent_users" : 0,
"weekly_active_copilot_code_review_users" : 0,
"weekly_active_users" : 2,
"weekly_passive_copilot_code_review_users" : 0
} ],
"enterprise_id" : "2",
"copilot_feature_engagement" : {
"active_user_count" : 2,
"totals_by_feature" : [ {
"feature" : "code_completion",
"engaged_user_count" : 2
}, {
"feature" : "agent_edit",
"engaged_user_count" : 1
}, {
"feature" : "code_review_passive",
"engaged_user_count" : 1
}, {
"feature" : "code_review_active",
"engaged_user_count" : 1
}, {
"feature" : "cloud_agent",
"engaged_user_count" : 1
}, {
"feature" : "copilot_cli",
"engaged_user_count" : 1
}, {
"feature" : "github_app",
"engaged_user_count" : 1
} ]
},
"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" : 4,
"code_generation_activity_count" : 4,
"daily_active_cli_users" : 2,
"daily_active_copilot_app_users" : 1,
"daily_active_copilot_cloud_agent_users" : 1,
"daily_active_copilot_code_review_users" : 1,
"daily_active_users" : 2,
"daily_passive_copilot_code_review_users" : 0,
"day" : "2025-10-01",
"distinct_custom_agent_use_count" : 2,
"distinct_mcp_use_count" : 2,
"distinct_plugin_use_count" : 1,
"distinct_skill_use_count" : 3,
"distinct_slash_cmd_use_count" : 2,
"enterprise_id" : "1",
"loc_added_sum" : 54,
"loc_deleted_sum" : 6,
"loc_suggested_to_add_sum" : 59,
"loc_suggested_to_delete_sum" : 6,
"monthly_active_agent_users" : 0,
"monthly_active_chat_users" : 0,
"monthly_active_copilot_cloud_agent_users" : 1,
"monthly_active_copilot_code_review_users" : 1,
"monthly_active_users" : 2,
"monthly_passive_copilot_code_review_users" : 0,
"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_3rd_party_agent" : [ {
"agent_id" : "2246796",
"agent_name" : "Claude (Anthropic)",
"session_count" : 1,
"user_initiated_interaction_count" : 2
}, {
"agent_id" : "2248422",
"agent_name" : "Codex (OpenAI)",
"session_count" : 2,
"user_initiated_interaction_count" : 2
} ],
"totals_by_ai_adoption_phase" : [ {
"avg_code_acceptance_activities" : 1.0,
"avg_code_generation_activities" : 1.0,
"avg_loc_added" : 22.0,
"avg_loc_deleted" : 0.0,
"avg_pull_requests_created" : 1.0,
"avg_pull_requests_median_minutes_to_merge" : 2.5,
"avg_pull_requests_merged" : 1.0,
"avg_pull_requests_minutes_to_review" : 1.5,
"avg_pull_requests_review_cycles" : 1.0,
"avg_pull_requests_reviewed" : 0.0,
"avg_user_initiated_interactions" : 0.0,
"phase" : "Phase 1",
"phase_number" : 1,
"total_engaged_users" : 1,
"users_in_phase_28d" : 1,
"total_pull_requests_merged" : 1
}, {
"avg_code_acceptance_activities" : 3.0,
"avg_code_generation_activities" : 3.0,
"avg_loc_added" : 32.0,
"avg_loc_deleted" : 6.0,
"avg_pull_requests_created" : 1.0,
"avg_pull_requests_median_minutes_to_merge" : 2.5,
"avg_pull_requests_merged" : 1.0,
"avg_pull_requests_minutes_to_review" : 2.0,
"avg_pull_requests_review_cycles" : 2.0,
"avg_pull_requests_reviewed" : 1.0,
"avg_user_initiated_interactions" : 1.0,
"phase" : "Phase 3",
"phase_number" : 3,
"total_engaged_users" : 1,
"users_in_phase_28d" : 1,
"total_pull_requests_merged" : 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_copilot_app" : {
"prompt_count" : 2,
"request_count" : 6,
"session_count" : 2,
"token_usage" : {
"avg_tokens_per_request" : 2466.67,
"output_tokens_sum" : 6200,
"prompt_tokens_sum" : 8600
}
},
"totals_by_custom_agent" : [ {
"custom_agent" : "general-purpose",
"interaction_count" : 7
}, {
"custom_agent" : "other",
"interaction_count" : 3
} ],
"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
}, {
"code_acceptance_activity_count" : 2,
"code_generation_activity_count" : 2,
"feature" : "copilot_app",
"loc_added_sum" : 24,
"loc_deleted_sum" : 6,
"loc_suggested_to_add_sum" : 24,
"loc_suggested_to_delete_sum" : 6,
"user_initiated_interaction_count" : 1
} ],
"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
}, {
"code_acceptance_activity_count" : 2,
"code_generation_activity_count" : 2,
"feature" : "copilot_app",
"language" : "markdown",
"loc_added_sum" : 24,
"loc_deleted_sum" : 6,
"loc_suggested_to_add_sum" : 24,
"loc_suggested_to_delete_sum" : 6
} ],
"totals_by_language_model" : [ ],
"totals_by_mcp" : [ {
"interaction_count" : 12,
"mcp" : "github-mcp-server"
}, {
"interaction_count" : 5,
"mcp" : "other"
} ],
"totals_by_model_feature" : [ ],
"totals_by_plugin" : [ {
"interaction_count" : 4,
"plugin" : "other"
} ],
"totals_by_skill" : [ {
"interaction_count" : 9,
"skill" : "other"
} ],
"totals_by_slash_cmd" : [ {
"interaction_count" : 6,
"slash_cmd" : "/plan"
}, {
"interaction_count" : 2,
"slash_cmd" : "custom"
} ],
"user_initiated_interaction_count" : 1,
"weekly_active_copilot_cloud_agent_users" : 1,
"weekly_active_copilot_code_review_users" : 1,
"weekly_active_users" : 2,
"weekly_passive_copilot_code_review_users" : 0
} ],
"enterprise_id" : "1",
"copilot_feature_engagement" : {
"active_user_count" : 2,
"totals_by_feature" : [ {
"feature" : "code_completion",
"engaged_user_count" : 2
}, {
"feature" : "agent_edit",
"engaged_user_count" : 1
}, {
"feature" : "code_review_passive",
"engaged_user_count" : 1
}, {
"feature" : "code_review_active",
"engaged_user_count" : 1
}, {
"feature" : "cloud_agent",
"engaged_user_count" : 1
}, {
"feature" : "copilot_cli",
"engaged_user_count" : 1
}, {
"feature" : "github_app",
"engaged_user_count" : 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" : 2,
"code_generation_activity_count" : 3,
"daily_active_copilot_cloud_agent_users" : 0,
"daily_active_copilot_code_review_users" : 0,
"daily_active_users" : 2,
"daily_passive_copilot_code_review_users" : 0,
"day" : "2025-10-01",
"distinct_custom_agent_use_count" : 0,
"distinct_mcp_use_count" : 0,
"distinct_plugin_use_count" : 0,
"distinct_skill_use_count" : 0,
"distinct_slash_cmd_use_count" : 0,
"enterprise_id" : "2",
"loc_added_sum" : 50,
"loc_deleted_sum" : 3,
"loc_suggested_to_add_sum" : 52,
"loc_suggested_to_delete_sum" : 3,
"monthly_active_agent_users" : 0,
"monthly_active_chat_users" : 0,
"monthly_active_copilot_cloud_agent_users" : 0,
"monthly_active_copilot_code_review_users" : 0,
"monthly_active_users" : 2,
"monthly_passive_copilot_code_review_users" : 0,
"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_ai_adoption_phase" : [ {
"avg_code_acceptance_activities" : 0.0,
"avg_code_generation_activities" : 1.0,
"avg_loc_added" : 12.0,
"avg_loc_deleted" : 3.0,
"avg_pull_requests_created" : 0.0,
"avg_pull_requests_median_minutes_to_merge" : 0.0,
"avg_pull_requests_merged" : 0.0,
"avg_pull_requests_minutes_to_review" : 0.0,
"avg_pull_requests_review_cycles" : 0.0,
"avg_pull_requests_reviewed" : 0.0,
"avg_user_initiated_interactions" : 0.0,
"phase" : "Phase 3",
"phase_number" : 3,
"total_engaged_users" : 1,
"users_in_phase_28d" : 1,
"total_pull_requests_merged" : 0
}, {
"avg_code_acceptance_activities" : 2.0,
"avg_code_generation_activities" : 2.0,
"avg_loc_added" : 38.0,
"avg_loc_deleted" : 0.0,
"avg_pull_requests_created" : 1.0,
"avg_pull_requests_median_minutes_to_merge" : 0.0,
"avg_pull_requests_merged" : 0.0,
"avg_pull_requests_minutes_to_review" : 0.0,
"avg_pull_requests_review_cycles" : 0.0,
"avg_pull_requests_reviewed" : 1.0,
"avg_user_initiated_interactions" : 1.0,
"phase" : "Phase 1",
"phase_number" : 1,
"total_engaged_users" : 1,
"users_in_phase_28d" : 1,
"total_pull_requests_merged" : 0
} ],
"totals_by_custom_agent" : [ ],
"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
}, {
"code_acceptance_activity_count" : 1,
"code_generation_activity_count" : 1,
"feature" : "copilot_app",
"loc_added_sum" : 12,
"loc_deleted_sum" : 3,
"loc_suggested_to_add_sum" : 12,
"loc_suggested_to_delete_sum" : 3,
"user_initiated_interaction_count" : 1
} ],
"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
}, {
"code_acceptance_activity_count" : 1,
"code_generation_activity_count" : 1,
"feature" : "copilot_app",
"language" : "markdown",
"loc_added_sum" : 12,
"loc_deleted_sum" : 3,
"loc_suggested_to_add_sum" : 12,
"loc_suggested_to_delete_sum" : 3
} ],
"totals_by_language_model" : [ ],
"totals_by_mcp" : [ ],
"totals_by_model_feature" : [ ],
"totals_by_plugin" : [ ],
"totals_by_skill" : [ ],
"totals_by_slash_cmd" : [ ],
"user_initiated_interaction_count" : 1,
"weekly_active_copilot_cloud_agent_users" : 0,
"weekly_active_copilot_code_review_users" : 0,
"weekly_active_users" : 2,
"weekly_passive_copilot_code_review_users" : 0
} ],
"enterprise_id" : "2",
"copilot_feature_engagement" : {
"active_user_count" : 2,
"totals_by_feature" : [ {
"feature" : "code_completion",
"engaged_user_count" : 2
}, {
"feature" : "agent_edit",
"engaged_user_count" : 1
}, {
"feature" : "code_review_passive",
"engaged_user_count" : 1
}, {
"feature" : "code_review_active",
"engaged_user_count" : 1
}, {
"feature" : "cloud_agent",
"engaged_user_count" : 1
}, {
"feature" : "copilot_cli",
"engaged_user_count" : 1
}, {
"feature" : "github_app",
"engaged_user_count" : 1
} ]
},
"report_end_day" : "2025-10-01",
"report_start_day" : "2025-09-04",
"etl_id" : "green",
"day_partition" : "2025-10-01",
"entity_id_partition" : 2
} ]
각 totals_by_ai_adoption_phase 항목 total_engaged_users 에서는 해당 날짜에 활성 상태인 사용자의 하위 집합이며, users_in_phase_28d 전체 모집단은 해당 날짜 기준으로 28일의 롤링 기간을 사용하여 단계로 분류됩니다.
조직 집계 보고서는 session_count를 포함하여 동일한 최상위 copilot_feature_engagement 객체, totals_by_ai_adoption_phase 항목 필드 및 totals_by_3rd_party_agent 항목 필드를 사용합니다. 여기에는 organization_id도 포함됩니다.
day_totals에 표시된 Copilot CLI 사용자 지정 필드는 엔터프라이즈 및 조직의 28일 집계 보고서에 적용됩니다. 또한 엔터프라이즈 및 조직 집계 1일 보고서에 직접 표시됩니다.
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
[
{
"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"
}
]
엔터프라이즈 사용자 팀 스키마 예제
[
{
"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"
}
]
리포지토리 수준 스키마 예제
다음 예제에서는 엔드포인트를 통해 repos-1-day 다운로드한 NDJSON 파일의 리포지토리 수준 보고서를 보여줍니다. 각 행은 요청된 날짜에 끌어오기 요청 작업이 있는 하나의 리포지토리를 나타냅니다.
엔터프라이즈 범위 행과 조직 범위 행에는 모두 리포지토리를 소유한 조직을 식별하는 organization_id가 포함됩니다. 엔터프라이즈 범위의 행에도 enterprise_id가 포함됩니다. 조직 범위의 행에는 엔터프라이즈가 해당 조직을 소유한 경우에만 enterprise_id이 포함됩니다.
필드 참조는 Copilot 사용 메트릭에서 사용할 수 있는 데이터을 참조하세요.
[
{
"day": "2026-07-14",
"enterprise_id": "1001",
"organization_id": "2002",
"repo_id": 900000001,
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