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Ceph Storage Cluster Testing Strategy QA —

Ceph Storage Cluster Testing Strategy QA —

Ceph Testing

Ceph Storage Cluster Testing Strategy QA —

Ceph Storage Cluster Testing Strategy QA Health Check Performance Benchmark Failure Injection Recovery Verification CRUSH OSD MON RBD RGW CephFS Production

เนื้อหาเกี่ยวข้อง — ดูเพิ่มเติมเรื่อง Vector Database Pinecone RBAC ABAC Policy

Storage TypeInterfaceUse CaseTest ToolKey Metric
RBD (Block)Block DeviceVM Disk K8s PVfio rbd benchIOPS Latency
RGW (Object)S3 / Swift APIBackup Mediacosbench s3cmdThroughput
CephFS (File)POSIX MountShared Filesfio iozoneIOPS Throughput
RADOS (Raw)libradosInternalrados benchThroughput Latency

Health Check

# === Ceph Health Check Commands ===



# Basic Status

# ceph health

# ceph status

# ceph -s



# Detailed Component Status

# ceph osd tree              # OSD hierarchy and status

# ceph osd df                # OSD disk usage

# ceph mon stat              # Monitor quorum

# ceph mgr stat              # Manager active/standby

# ceph df                    # Cluster storage usage

# ceph pg stat               # Placement Group status

# ceph osd pool ls detail    # Pool configuration



# Health Warnings

# ceph health detail         # Detailed health warnings

# ceph crash ls              # Recent daemon crashes

# ceph log last 50           # Recent cluster logs



# Automated Health Check Script

# #!/bin/bash

# echo "=== Ceph Cluster Health ==="

# HEALTH=$(ceph health -f json | jq -r '.status')

# echo "Status: $HEALTH"

#

# echo "=== OSD Status ==="

# TOTAL_OSD=$(ceph osd stat -f json | jq '.num_osds')

# UP_OSD=$(ceph osd stat -f json | jq '.num_up_osds')

# IN_OSD=$(ceph osd stat -f json | jq '.num_in_osds')

# echo "Total: $TOTAL_OSD | Up: $UP_OSD | In: $IN_OSD"

#

# echo "=== Storage Usage ==="

# ceph df -f json | jq '.stats | {total: .total_bytes, used: .total_used_raw_bytes, avail: .total_avail_bytes}'

#

# echo "=== PG Status ==="

# ceph pg stat

#

# if [ "$HEALTH" != "HEALTH_OK" ]; then

#   echo "WARNING: Cluster not healthy!"

#   ceph health detail

#   exit 1

# fi



from dataclasses import dataclass



@dataclass

class HealthCheck:

    component: str

    check_command: str

    expected: str

    alert_on: str

    frequency: str



checks = [

    HealthCheck("Overall Health", "ceph health", "HEALTH_OK", "HEALTH_WARN or HEALTH_ERR", "30s"),

    HealthCheck("OSD Status", "ceph osd stat", "All up and in", "Any OSD down", "30s"),

    HealthCheck("MON Quorum", "ceph mon stat", "Quorum maintained", "Lost quorum", "30s"),

    HealthCheck("PG Status", "ceph pg stat", "All active+clean", "degraded/undersized", "1min"),

    HealthCheck("Disk Usage", "ceph osd df", "< 75% per OSD", "> 80% any OSD", "5min"),

    HealthCheck("Cluster Usage", "ceph df", "< 70% total", "> 80% total", "5min"),

    HealthCheck("Scrub Errors", "ceph health detail", "No scrub errors", "Any inconsistency", "1hr"),

]



print("=== Health Checks ===")

for c in checks:

    print(f"  [{c.component}] {c.check_command}")

    print(f"    Expected: {c.expected} | Alert: {c.alert_on} | Freq: {c.frequency}")

Performance Testing

Ceph Storage Cluster Testing Strategy QA —
# === Ceph Performance Benchmarks ===



# RADOS Bench — Object Storage

# rados bench -p testpool 60 write --no-cleanup    # 60s write test

# rados bench -p testpool 60 seq                    # Sequential read

# rados bench -p testpool 60 rand                   # Random read

# rados -p testpool cleanup                         # Cleanup test data



# RBD Bench — Block Storage

# rbd create testimage --size 10G --pool rbd

# rbd bench testimage --io-type write --io-size 4K --io-threads 16 --io-total 1G

# rbd bench testimage --io-type read --io-size 4K --io-threads 16 --io-total 1G

# rbd rm testimage --pool rbd



# FIO — Detailed Block Testing

# fio --name=randwrite --ioengine=rbd --pool=rbd --rbdname=testimage \

#   --iodepth=32 --rw=randwrite --bs=4k --size=1G --numjobs=4 \

#   --runtime=60 --time_based --group_reporting



# S3 Bench — Object Gateway

# s3cmd put testfile.bin s3://testbucket/ --multipart-chunk-size-mb=64

# cosbench submit workload.xml



@dataclass

class BenchmarkResult:

    test: str

    tool: str

    io_pattern: str

    throughput: str

    iops: str

    latency_avg: str

    latency_p99: str



results = [

    BenchmarkResult("RADOS Write", "rados bench", "Sequential", "1.2 GB/s", "N/A", "8ms", "25ms"),

    BenchmarkResult("RADOS Read", "rados bench", "Sequential", "2.1 GB/s", "N/A", "4ms", "12ms"),

    BenchmarkResult("RBD 4K Write", "fio", "Random", "120 MB/s", "30,720", "0.5ms", "2.1ms"),

    BenchmarkResult("RBD 4K Read", "fio", "Random", "280 MB/s", "71,680", "0.2ms", "0.8ms"),

    BenchmarkResult("RBD 64K Write", "fio", "Sequential", "800 MB/s", "12,800", "2.5ms", "8ms"),

    BenchmarkResult("S3 PUT", "cosbench", "Object 1MB", "500 MB/s", "500 ops/s", "15ms", "50ms"),

]



print("\n=== Benchmark Results (12 OSD NVMe) ===")

for r in results:

    print(f"  [{r.test}] Tool: {r.tool} | Pattern: {r.io_pattern}")

    print(f"    Throughput: {r.throughput} | IOPS: {r.iops}")

    print(f"    Latency avg: {r.latency_avg} | p99: {r.latency_p99}")

Failure Testing

# === Failure Injection Tests ===



# OSD Failure

# systemctl stop ceph-osd@5

# watch ceph -s                    # Watch recovery

# ceph osd tree | grep osd.5      # Verify marked down

# # Wait for recovery complete

# systemctl start ceph-osd@5

# # Verify HEALTH_OK



# Node Failure (simulate)

# ssh node3 "sudo systemctl stop ceph-osd.target"

# ceph osd tree                    # Check multiple OSDs down

# # Verify data still accessible

# rados -p testpool get testobj /tmp/verify.bin

# md5sum /tmp/verify.bin           # Compare with original



# Network Partition (iptables)

# iptables -A INPUT -s node3 -j DROP

# iptables -A OUTPUT -d node3 -j DROP

# # Monitor cluster behavior

# # Cleanup: iptables -F



@dataclass

class FailureTest:

    scenario: str

    inject_method: str

    expected_behavior: str

    recovery_time: str

    verify: str

    pass_criteria: str



tests = [

    FailureTest("Single OSD Failure", "systemctl stop ceph-osd@N",

        "Cluster degrades, starts recovery", "5-15 min (depends on data)",

        "ceph -s shows active+clean", "All PGs clean, no data loss"),

    FailureTest("Full Node Failure", "Power off node",

        "Multiple OSDs down, recovery starts", "15-60 min",

        "All PGs active+clean after recovery", "No data loss, HEALTH_OK"),

    FailureTest("Network Partition", "iptables block",

        "Affected OSDs marked down", "After network restore: 5-10 min",

        "No split-brain, data consistent", "Scrub shows no errors"),

    FailureTest("MON Failure (1 of 3)", "Stop monitor daemon",

        "Quorum maintained with 2/3", "Immediate (no recovery needed)",

        "ceph mon stat shows quorum", "Reads/writes unaffected"),

    FailureTest("Disk Full (>85%)", "Fill OSD to near full",

        "OSD marked nearfull, writes may block", "After cleanup: immediate",

        "ceph health shows no nearfull", "No data loss"),

    FailureTest("Rolling Upgrade", "Upgrade one node at a time",

        "Brief degradation per node", "2-5 min per node",

        "HEALTH_OK after all nodes upgraded", "Version consistent"),

]



print("Failure Test Plan:")

for t in tests:

    print(f"  [{t.scenario}]")

    print(f"    Inject: {t.inject_method}")

    print(f"    Expected: {t.expected_behavior}")

    print(f"    Recovery: {t.recovery_time}")

    print(f"    Verify: {t.verify}")

    print(f"    Pass: {t.pass_criteria}")



qa_summary = {

    "Health Checks": "12/12 passed",

    "Performance Benchmarks": "All within baseline ±10%",

    "OSD Failure Test": "Passed — recovery 8 min",

    "Node Failure Test": "Passed — recovery 25 min",

    "Network Partition": "Passed — no split-brain",

    "Data Integrity (scrub)": "Passed — 0 errors",

    "Cluster Full Test": "Passed — graceful handling",

}



print(f"\n\nQA Summary:")

for k, v in qa_summary.items():

    print(f"  [{k}]: {v}")

เคล็ดลับ

  • Baseline: วัด Performance Baseline ก่อนทุก Change
  • Scrub: Deep Scrub ตรวจ Data Integrity หลังทุก Failure Test
  • Staging: ทดสอบ Failure ใน Staging ก่อน Production เสมอ
  • Monitor: ดู ceph -s ตลอดระหว่างทดสอบ
  • Runbook: สร้าง Runbook สำหรับทุก Failure Scenario

Ceph Storage คืออะไร

Open Source Distributed Storage Block RBD Object RGW S3 File CephFS CRUSH Replicate Self-healing Cloud OpenStack Kubernetes

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