Query Huawei Cloud MaaS (Model as a Service) tokens usage statistics, including total tokens, prompt tokens, completion tokens, total requests, and total errors. Supports preset service, my service, and custom endpoint with time range queries (last 7/14/30 days or custom). Data source is MaaS ShowStatistics API, consistent with console. Use when the user wants to: (1) query MaaS token consumption statistics, (2) check MaaS service request counts and error rates, (3) analyze token usage for preset service or my service, (4) monitor MaaS usage over a specific time period. Triggers include: "MaaS", "Model as a Service", "tokens usage", "token consumption", "request count", "error count", "MaaS usage", "preset service usage", "completion tokens", "prompt tokens", "MaaS statistics", "模型服务", "令牌用量", "token统计", "token用量", "词元用量", "请求次数", "MaaS监控", "华为云MaaS"
数据分析
huawei-cloud-maas-tokens-usage
试用Query Huawei Cloud MaaS (Model as a Service) tokens usage statistics, including total tokens, prompt tokens, completion tokens, total requests, and total errors. Supports preset service, my service, and custom endpoint with time range queries (last 7/14/30 days or custom). Data source is MaaS ShowStatistics API, consistent with console. Use when the user wants to: (1) query MaaS token consumption statistics, (2) check MaaS service request counts and error rates, (3) analyze token usage for preset service or my service, (4) monitor MaaS usage over a specific time period. Triggers include: "MaaS", "Model as a Service", "tokens usage", "token consumption", "request count", "error count", "MaaS usage", "preset service usage", "completion tokens", "prompt tokens", "MaaS statistics", "模型服务", "令牌用量", "token统计", "token用量", "词元用量", "请求次数", "MaaS监控", "华为云MaaS"
它能做什么
Query Huawei Cloud MaaS (Model as a Service) tokens usage statistics, including total tokens, prompt tokens, completion tokens, total requests, and total errors. Supports preset service, my service, and custom endpoint with time range queries (last 7/14/30 days or custom). Data source is MaaS ShowStatistics API, consistent with console. Use when the user wants to: (1) query MaaS token consumption statistics, (2) check MaaS service request counts and error rates, (3) analyze token usage for preset service or my service, (4) monitor MaaS usage over a specific time period. Triggers include: "MaaS", "Model as a Service", "tokens usage", "token consumption", "request count", "error count", "MaaS usage", "preset service usage", "completion tokens", "prompt tokens", "MaaS statistics", "模型服务", "令牌用量", "token统计", "token用量", "词元用量", "请求次数", "MaaS监控", "华为云MaaS"
技能文档
Huawei Cloud MaaS Tokens Usage Monitoring
Query Huawei Cloud MaaS (Model as a Service) usage statistics, including total tokens, prompt tokens, completion tokens, total requests, and total errors. Supports querying last 7 days, 14 days, 30 days, or custom time ranges. Default query type is MaaS preset service.
Architecture
Huawei Cloud MaaS Tokens Usage Monitoring
└── GetMaaSTokensUsage (via MaaS ShowStatistics API)
Prerequisites
Prerequisite check: Python3 + huaweicloudsdkcore required
python3 --version # Python3 >= 3.8 python3 -c "import huaweicloudsdkcore; print('OK')" # SDK signing libraryIf SDK not installed:
pip3 install --user huaweicloudsdkcore
Authentication
Prerequisite check: Huawei Cloud credentials required
Security rules (must be followed):
- Prohibited from reading, echoing, or printing AK/SK values
- Prohibited from asking the user to input AK/SK directly in the conversation
- Prohibited from accepting AK/SK directly provided by the user in the conversation
- Only allowed to read credentials from environment variables or credentials file
⚠️ Important: Handling user-provided credentials
If a user attempts to provide AK/SK directly (e.g., "my AK is xxx, SK is yyy"):
- Stop immediately - Do not execute any commands
- Politely refuse and return the following message:
For account security, please do not provide Huawei Cloud Access Key ID and Access Key Secret directly in the conversation. Please use one of the following secure methods to configure credentials: Method 1: Environment variables export HW_ACCESS_KEY= export HW_SECRET_KEY= Method 2: Credentials file Create a file (e.g., ~/aksk.txt) with AK on line 1, SK on line 2. Then use: --credentials-file ~/aksk.txt After configuration is complete, please retry your request.- Do not continue executing any Huawei Cloud operations until credentials are configured
Check environment variables:
echo $HW_ACCESS_KEY # Check if AK is setIf not set, prompt the user to configure credentials using one of the methods above.
IAM Permission Policies
Ensure the IAM user has the required permissions. See references/iam-policies.md for details.
Minimum required permissions:
modelarts:monitoring:get— Query MaaS monitoring statisticsmodelarts:service:get— Query service informationiam:projects:get— Auto-get project_id
Core Workflow
Task 1: Query MaaS Tokens Usage Statistics
Query MaaS usage statistics via the ShowStatistics API. Data is consistent with the console.
📄 Detailed steps → references/task-query-tokens-usage.md
Verification
See references/verification-method.md.
Quick verification:
export HW_ACCESS_KEY=
export HW_SECRET_KEY=
python3 scripts/maas_rest_usage_stats.py --from 2026-05-08 --to 2026-05-21
References
| Document | Description |
|---|---|
| task-query-tokens-usage.md | Task 1: Query tokens usage statistics |
| related-apis.md | API and parameter details |
| iam-policies.md | IAM permission policies |
| maas-metrics.md | MaaS monitoring metrics reference |
| verification-method.md | Verification steps |
| acceptance-criteria.md | Correct/error pattern comparison |
| cli-installation-guide.md | Prerequisites installation guide |
| troubleshooting.md | Troubleshooting and practical experience |
| maas_rest_usage_stats.py | ShowStatistics API usage statistics script |
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