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Huawei Cloud Cce Log Analyzer

该工具针对华为云CCE集群,核心功能包括查询Pod标准输出/历史容器日志、管理LogConfig采集规则、匹配LTS日志流、查询Pod删除/工作负载变更审计日志、分析日志异常;典型场景如排查Pod崩溃、创建日志采集规则等;通过带参数的Python脚本调用,输出结构化JSON,变更操作需预览确认保障安全。

pintudeyudi
pintudeyudi
热度 26.02
最近更新 2026-06-16 17:50:07
分类:数据依赖:代码执行 / 第三方 API应用场景:数据处理 / 报告撰写 / 调试排错 / API 集成 ...

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add huawei-cloud-cce-log-analyzer
Metadata
name
huawei-cloud-cce-log-analyzer
description
Use when querying or analyzing Kubernetes Pod stdout/stderr logs, CCE LogConfig-collected application logs, Huawei Cloud LTS log streams, CCE audit logs for Pod deletion or workload change events, or when creating/deleting CCE LogConfig collection rules with preview confirmation. Covers Pod log retrieval, LogConfig discovery, LTS group/stream mapping, keyword search, time-range queries, abnormality analysis with error ratios and incident windows, and audit event summarization. Trigger: log analysis, 日志分析, CCE logs, CCE 日志, LTS query, LTS 查询, application log, 应用日志, container log, 容器日志, log search, 日志搜索, Pod stdout, Pod 日志, LogConfig, audit log, 审计日志, abnormal log, 异常日志
tags
["cce","logs","lts","analysis"]

Huawei Cloud CCE Log Analyzer

Overview

Query and analyze Kubernetes Pod stdout logs, CCE LogConfig-collected application logs, and Huawei Cloud LTS log streams for CCE workloads.

Architecture: scripts/huawei-cloud.py dispatcher → cce.py (Pod stdout) / cce_app_logs.py (LogConfig discovery & app log stream matching) / lts.py (LTS group/stream/query) → K8s API / CCE OpenAPI / LTS API

Related Skills:

  • huawei-cloud-cce-pod-failure-diagnoser - Pod startup, scheduling, crash-loop diagnosis
  • huawei-cloud-cce-workload-failure-diagnoser - Deployment/StatefulSet rollout issues
  • huawei-cloud-cce-node-failure-diagnoser - Node NotReady, disk pressure, network issues
  • huawei-cloud-cce-kubernetes-event-analyzer - Kubernetes Warning events and patterns

Capabilities:

  • Query Kubernetes Pod stdout/stderr and previous container logs
  • List, create, and delete CCE LogConfig collection rules
  • Discover application LogConfig policies and map to LTS log groups/streams
  • Query CCE Kubernetes audit logs for Pod deletion and workload change events
  • Query application logs from LTS by time range, keywords, or recent hours
  • Analyze application logs for abnormal keywords, HTTP errors, incident windows, recovery time, and abnormal ratios

Typical Use Cases:

  • "Check my Pod logs for crash errors"
  • "Find the LTS stream for my application"
  • "Query recent application logs for ERROR keywords"
  • "Analyze logs in the last hour for abnormalities"
  • "Who deleted this Pod? Check audit logs"
  • "Create a LogConfig to collect my workload stdout"
  • "Remove this LogConfig collection rule"
  • "Query container file logs from /var/log/*.log"

Prerequisites

1. Python Runtime

  • Python 3.8+ installed
  • Run python3 --version to verify

2. Huawei Cloud Credentials

  • Valid Huawei Cloud credentials (AK/SK mode)
  • Security Rules:
    • 🚫 Never expose AK/SK values in code, conversation, or output
    • 🚫 Never use echo $HUAWEI_CLOUD_AK or echo $HUAWEI_CLOUD_SK to check credentials
    • ✅ Use environment variables: HUAWEI_CLOUD_AK, HUAWEI_CLOUD_SK, HUAWEI_CLOUD_REGION
    • ✅ Prefer IAM users over root account for cloud operations

Configuration Method (Environment Variables):

export HUAWEI_CLOUD_AK=<your-ak>
export HUAWEI_CLOUD_SK=<your-sk>
export HUAWEI_CLOUD_REGION=cn-north-4

3. IAM Permission Requirements

API Action Permission Purpose
cce:cluster:get Get cluster View cluster details
cce:logConfig:list List LogConfig Query LogConfig collection rules
cce:logConfig:create Create LogConfig Create log collection rules
cce:logConfig:delete Delete LogConfig Remove log collection rules
lts:logs:list List LTS logs Query log streams and log records
lts:groups:list List LTS groups Query log group information

Security Constraints

Dangerous Operation Confirmation Mechanism

This skill enforces a preview-then-confirm mechanism for all mutating operations.

Operation Risk Level Description
huawei_create_cce_logconfig 🟡 Medium Creates a LogConfig collection rule; preview by default, create with confirm=true
huawei_delete_cce_logconfig 🟠 High Deletes a LogConfig collection rule; preview by default, delete with confirm=true

Process: Call without confirm=true → inspect preview output → user confirms → call with confirm=true

Credential & Data Security

  • Never expose AK/SK, tokens, kubeconfig certificates, or full sensitive log payloads in summaries
  • Redact tokens, passwords, cookies, authorization headers, and personally identifiable data from log output
  • Prefer time-bounded queries — if no time range provided, use recent logs with small limits

Scope Boundaries

  • This skill is read-only by default for log queries and LogConfig inspection
  • Creating/deleting LogConfig is allowed only through the dedicated tools with confirm=true
  • Do not modify workloads, LTS groups/streams, or other cloud resources
  • If logs indicate failures, hand off to the relevant diagnosis skill with evidence, do not remediate here

Scenario Routing

User Intent Tool(s) Reference Document
Query Pod stdout/stderr logs huawei_get_pod_logs references/workflow.md
Query previous terminated container logs huawei_get_pod_logs (previous=true) references/workflow.md
List cluster LogConfig rules huawei_get_cce_logconfigs references/workflow.md
Create LogConfig for stdout/file collection huawei_create_cce_logconfig references/workflow.md
Delete a LogConfig rule huawei_delete_cce_logconfig references/workflow.md
Discover app LTS stream mapping huawei_get_application_logconfigs references/workflow.md
Query audit logs for Pod deletion huawei_query_cce_audit_logs references/workflow.md
Query audit logs for workload changes huawei_query_cce_audit_logs references/workflow.md
Query recent application logs huawei_query_application_recent_logs references/workflow.md
Query application logs in time window huawei_query_application_logs references/workflow.md
Analyze logs for abnormalities huawei_analyze_application_logs references/workflow.md
Risk constraints & guardrails — references/risk-rules.md
Output schema reference — references/output-schema.md

Core Commands

1. Kubernetes Pod Stdout Logs

# Query recent stdout from a Pod
python3 scripts/huawei-cloud.py huawei_get_pod_logs \
  region=cn-north-4 \
  cluster_id=<cluster-id> \
  namespace=default \
  pod_name=<pod-name> \
  tail_lines=200

# Query previous terminated container logs
python3 scripts/huawei-cloud.py huawei_get_pod_logs \
  region=cn-north-4 \
  cluster_id=<cluster-id> \
  namespace=default \
  pod_name=<pod-name> \
  container=<container-name> \
  previous=true \
  tail_lines=200

2. LogConfig Discovery & Management

# List all LogConfig resources in a cluster
python3 scripts/huawei-cloud.py huawei_get_cce_logconfigs \
  region=cn-north-4 \
  cluster_id=<cluster-id>

# Discover app LTS stream from LogConfig
python3 scripts/huawei-cloud.py huawei_get_application_logconfigs \
  region=cn-north-4 \
  cluster_id=<cluster-id> \
  namespace=default \
  app_name=<workload-name>

# Preview then create a workload stdout LogConfig
python3 scripts/huawei-cloud.py huawei_create_cce_logconfig \
  region=cn-north-4 \
  cluster_id=<cluster-id> \
  logconfig_name=<policy-name> \
  source_type=container_stdout \
  workload_namespace=default \
  workload_name=<workload-name> \
  workload_kind=Deployment \
  log_group_id=<lts-group-id> \
  log_stream_id=<lts-stream-id>
# Then call again with confirm=true after user confirms

# Preview then create a container file LogConfig
python3 scripts/huawei-cloud.py huawei_create_cce_logconfig \
  region=cn-north-4 \
  cluster_id=<cluster-id> \
  logconfig_name=<policy-name> \
  source_type=container_file \
  workload_namespace=default \
  workload_name=<workload-name> \
  workload_kind=Deployment \
  container=<container-name> \
  log_path=/var/log \
  file_pattern="*.log" \
  log_group_id=<lts-group-id> \
  log_stream_id=<lts-stream-id>
# Then call again with confirm=true after user confirms

# Preview then delete a LogConfig
python3 scripts/huawei-cloud.py huawei_delete_cce_logconfig \
  region=cn-north-4 \
  cluster_id=<cluster-id> \
  logconfig_name=<policy-name> \
  logconfig_namespace=kube-system
# Then call again with confirm=true after user confirms

3. CCE Audit Logs

# Query Pod deletion audit events
python3 scripts/huawei-cloud.py huawei_query_cce_audit_logs \
  region=cn-north-4 \
  cluster_id=<cluster-id> \
  audit_type=pod_delete \
  namespace=default \
  hours=6 \
  log_group_id=<audit-lts-group-id> \
  log_stream_id=<audit-lts-stream-id>

# Query workload change audit events
python3 scripts/huawei-cloud.py huawei_query_cce_audit_logs \
  region=cn-north-4 \
  cluster_id=<cluster-id> \
  audit_type=workload_change \
  namespace=default \
  start_time="2026-05-30 10:00:00" \
  end_time="2026-05-30 11:00:00"

4. Application Log Query & Analysis

# Query recent application logs from a specific LogConfig policy
python3 scripts/huawei-cloud.py huawei_query_application_recent_logs \
  region=cn-north-4 \
  cluster_id=<cluster-id> \
  namespace=default \
  app_name=<workload-name> \
  logconfig_name=<policy-name> \
  hours=1 \
  keywords=ERROR \
  auto_paginate=true \
  max_pages=5 \
  limit=100

# Analyze an application log window for abnormal logs
python3 scripts/huawei-cloud.py huawei_analyze_application_logs \
  region=cn-north-4 \
  cluster_id=<cluster-id> \
  namespace=default \
  app_name=<workload-name> \
  logconfig_name=<policy-name> \
  start_time="2026-05-30 10:00:00" \
  end_time="2026-05-30 11:00:00" \
  auto_paginate=true \
  max_pages=5 \
  limit=1000

Parameter Reference

Common Parameters

Parameter Required Description Default
region Yes Huawei Cloud region ID cn-north-4
cluster_id Yes CCE cluster ID —
namespace Most tools Kubernetes namespace default

Pod Log Parameters

Parameter Tool Required Description Constraints
pod_name huawei_get_pod_logs Yes Pod name Must reference existing Pod
container huawei_get_pod_logs No Container name Required for multi-container Pods
previous huawei_get_pod_logs No Previous terminated container true/false
tail_lines huawei_get_pod_logs No Number of recent lines Recommended 100-500

LogConfig Parameters

Parameter Tool Required Description Constraints
logconfig_name create/delete Yes LogConfig policy name Unique within namespace
source_type create Yes Collection source type container_stdout or container_file
workload_name create Yes Target workload name Must reference existing workload
workload_kind create Yes Workload type Deployment, StatefulSet, DaemonSet
workload_namespace create Yes Workload namespace —
container create (file) No Container name Required for container_file
log_path create (file) No Log file directory path Required when source_type=container_file
file_pattern create (file) No File name pattern e.g. *.log
log_group_id create Yes LTS log group ID Must reference existing LTS group
log_stream_id create Yes LTS log stream ID Must reference existing LTS stream
confirm create/delete No Execute confirmation Preview without it; true to execute
logconfig_namespace delete Yes LogConfig namespace —

Audit Log Parameters

Parameter Tool Required Description Constraints
audit_type huawei_query_cce_audit_logs No Keyword preset pod_delete or workload_change
hours audit No Recent hours window Used when no start_time/end_time
start_time audit No Start time YYYY-MM-DD HH:MM:SS format
end_time audit No End time YYYY-MM-DD HH:MM:SS format
log_group_id audit Recommended Audit LTS group ID Auto-discovered if omitted
log_stream_id audit Recommended Audit LTS stream ID Auto-discovered if omitted

Application Log Parameters

Parameter Tool Required Description Constraints
app_name app log tools Yes Workload name Must reference existing workload
logconfig_name app log tools No Specific LogConfig policy Selects from matched streams
policy_name app log tools No Specific policy name Alternative to logconfig_name
keywords app log tools No Keyword filter LTS keyword search
hours recent logs No Recent hours window Default 1
start_time time-range logs No Start time YYYY-MM-DD HH:MM:SS format
end_time time-range logs No End time YYYY-MM-DD HH:MM:SS format
auto_paginate app log tools No Enable pagination true/false
max_pages app log tools No Max pages to fetch Caps total work when paginating
limit app log tools No Per-page size Recommended 100-1000

Common Region IDs

Region Name Region ID
North China - Beijing 4 cn-north-4
North China - Beijing 1 cn-north-1
East China - Shanghai 1 cn-east-3
East China - Shanghai 2 cn-east-2
South China - Guangzhou cn-south-1
South China - Shenzhen cn-south-4
Southwest China - Guiyang 1 cn-southwest-2
Asia Pacific - Bangkok ap-southeast-2
Asia Pacific - Singapore ap-southeast-1
Asia Pacific - Hong Kong ap-southeast-3
Europe - Paris eu-west-0

Best Practices

  1. Narrowest scope first — use Pod stdout when the user names a Pod, application LTS logs when they name a workload
  2. Recent windows before broad searches — prefer hours=1 or tail_lines=100-500 before full historical queries
  3. Discover before querying — call huawei_get_application_logconfigs first to find the right LogConfig policy, then pass logconfig_name or policy_name to query tools
  4. Preview before mutating — always call create/delete LogConfig without confirm=true first; only call with confirm=true after user reviews the preview
  5. Use auto_paginate for multi-page results — set auto_paginate=true with max_pages to cap total work; limit controls per-page size
  6. Redact sensitive data — never include tokens, passwords, cookies, authorization headers, or PII in log summaries
  7. Group repeated patterns — when summarizing logs, group repeated lines by pattern and include counts
  8. Hand off for remediation — if logs indicate Pod startup, image pull, scheduling, node, or network failures, recommend the corresponding diagnosis skill with exact evidence

Common Pitfalls

Pitfall Symptom Quick Fix
Missing LogConfig for app No LTS stream found Create LogConfig with huawei_create_cce_logconfig
Wrong LogConfig policy Logs from wrong stream Use huawei_get_application_logconfigs to discover correct policy
keywords filter skews analysis ratios Abnormal ratio too high/low Do not set keywords unless user explicitly wants keyword-scoped ratios
Audit type misunderstood Audit results too broad/narrow audit_type is keyword preset only; pod_delete adds delete+pods, workload_change adds workload-related keywords
No confirm=true on create/delete Preview-only, no actual change Call again with confirm=true after reviewing preview
Large time window without pagination Partial or slow results Use auto_paginate=true with max_pages and reasonable limit
Previous container log not found "previous" flag on running container Use previous=true only when container has restarted; check Pod status first
AK/SK exposed in output Credential leak Redact all credentials; summarize patterns instead of raw values

Notes

  • LogConfig tools are the only mutation path — creating and deleting LogConfig resources is only supported through huawei_create_cce_logconfig and huawei_delete_cce_logconfig with confirm=true
  • Audit logs are keyword-based — huawei_query_cce_audit_logs uses pure keyword search over LTS audit content; all convenience parameters (pod_name, resource_name, workload_name, namespace, user, verb, resource, status_code) are converted into keywords, not parsed-field filters
  • stdout vs container_file — use source_type=container_stdout for Pod standard output, source_type=container_file for application file logs collected from paths like /var/log/*.log
  • Analysis tool denominator — huawei_analyze_application_logs calculates ratios over the queried log set; adding keywords changes the denominator to only matched logs, so avoid it unless explicitly requested
  • Analysis returns — abnormal ratio, log rates, first/last abnormal time, observed recovery time, incident windows, top patterns, status-code distribution, and samples

Output Format

All tools return JSON with structured log data, analysis results, or LogConfig previews. See references/output-schema.md for detailed response schemas.

Verification

  1. Run environment check script
  2. Query a known Pod log with huawei_get_recent_logs
  3. Verify the LogConfig preview/confirm workflow
  4. Confirm read-only behavior for query operations

Reference Documents

Document Description
workflow.md Detailed workflow for Pod stdout, application LTS logs, LogConfig management, and audit queries
risk-rules.md Risk constraints, security rules, and scope boundaries
output-schema.md Log query and analysis output schema reference