docs: move background documentation to docs/background
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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62
docs/background/identify-process-cgroup-by-pid.md
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62
docs/background/identify-process-cgroup-by-pid.md
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@ -0,0 +1,62 @@
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# Identify Process Cgroup by PID
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## TL;DR
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You can identify a process's cgroup by reading `/proc/<PID>/cgroup`.
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## Outcome
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Multiple methods to find which cgroup a process belongs to using its PID.
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## Conversation
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**Question:** Can I identify the process's cgroup by having its PID?
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**Answer:** Yes, here are the main methods:
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### Method 1: Read `/proc/<PID>/cgroup`
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```bash
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cat /proc/<PID>/cgroup
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```
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This shows all cgroup controllers the process belongs to. For example:
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```
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12:blkio:/user.slice
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11:memory:/user.slice/user-1000.slice
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...
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0::/user.slice/user-1000.slice/session-1.scope
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```
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### Method 2: Using `ps` with format options
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```bash
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ps -o pid,cgroup -p <PID>
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```
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### Method 3: Using `systemd-cgls`
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If you're on a systemd system:
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```bash
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systemd-cgls --unit <unit-name>
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# or to see the whole tree
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systemd-cgls
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```
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### Method 4: Check cgroup v2 unified hierarchy
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On cgroup v2 systems, check:
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```bash
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cat /proc/<PID>/cgroup
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# Output will look like: 0::/user.slice/user-1000.slice/session-1.scope
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```
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The path after `::` is the cgroup path under `/sys/fs/cgroup/`.
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### Quick one-liner
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```bash
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cat /proc/self/cgroup # For current shell
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cat /proc/$$/cgroup # Also current shell
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cat /proc/1234/cgroup # For PID 1234
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```
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560
docs/background/proc-stat-in-containers.md
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560
docs/background/proc-stat-in-containers.md
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# /proc/stat Behavior in Containerized Environments
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## TL;DR
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`/proc/stat` in containers shows host-level statistics, not container-specific data. To get accurate container CPU metrics when cgroups aren't an option (e.g., sidecars sharing PID namespace with different cgroups), aggregate `/proc/[pid]/stat` for all visible processes and calculate percentages using cgroup limits from `/sys/fs/cgroup`.
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## Outcome
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- Explained why `/proc/stat` doesn't provide container-aware metrics
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- Provided methods to aggregate process CPU usage from `/proc/[pid]/stat`
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- Showed how to determine parent/child process relationships
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- Demonstrated converting raw ticks to CPU percentages
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- Covered how to read cgroup CPU limits for other containers
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## Conversation
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### How does /proc/stat behave in containerized environments?
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By default, `/proc/stat` inside a container shows **host system statistics**, not container-specific data. This includes:
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- **CPU times** (user, system, idle, etc.) - reflects all CPUs on the host
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- **Context switches** - host-wide count
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- **Boot time** - host's boot time
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- **Processes created** - host-wide total
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#### Why This Happens
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The `/proc` filesystem is mounted from the host kernel. Containers share the host kernel, and `/proc/stat` is a kernel-level interface that doesn't have namespace awareness for most of its metrics.
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#### Practical Implications
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1. **CPU usage calculations are wrong** - Tools like `top`, `htop`, or custom monitoring that read `/proc/stat` will show host CPU usage, not container usage
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2. **Resource limits aren't reflected** - Even if you limit a container to 2 CPUs via cgroups, `/proc/stat` shows all host CPUs
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3. **Multi-tenant confusion** - In shared environments, containers see each other's aggregate impact
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#### Solutions
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| Approach | Description |
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|----------|-------------|
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| **cgroups** | Read from `/sys/fs/cgroup/cpu/` for container-specific CPU accounting |
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| **LXCFS** | A FUSE filesystem that provides container-aware `/proc` files |
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| **Container runtimes** | Some runtimes (like Kata) use VMs with isolated kernels |
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| **Metrics APIs** | Use Docker/Kubernetes APIs instead of `/proc/stat` |
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#### Example: Getting Real Container CPU
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```bash
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# Instead of /proc/stat, use cgroups v2:
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cat /sys/fs/cgroup/cpu.stat
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# Or cgroups v1:
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cat /sys/fs/cgroup/cpu/cpuacct.usage
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```
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---
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### Can I aggregate process usage to get the usage of the container?
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Yes, you can aggregate process usage, but there are caveats.
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#### Aggregating from /proc/[pid]/stat
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```bash
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# Fields 14 (utime) and 15 (stime) in /proc/[pid]/stat
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for pid in /proc/[0-9]*; do
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awk '{print $14 + $15}' "$pid/stat" 2>/dev/null
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done | awk '{sum += $1} END {print sum}'
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```
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#### Problems with This Approach
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1. **Race conditions** - Processes can spawn/die between reads, causing inconsistent totals
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2. **Short-lived processes** - Processes that start and exit between samples are missed entirely
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3. **Zombie/exited processes** - Their CPU time may not be captured
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4. **Overhead** - Scanning all PIDs repeatedly is expensive
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5. **Namespace visibility** - You only see processes in your PID namespace, but that's actually what you want in a container
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6. **Children accounting** - When a process exits, its CPU time gets added to the parent's `cutime`/`cstime` fields, which can cause double-counting if not handled carefully
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#### Better Alternative: cgroups
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Cgroups track CPU usage at the group level and handle all these edge cases:
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```bash
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# cgroups v2 (modern)
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cat /sys/fs/cgroup/cpu.stat
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# Shows: usage_usec, user_usec, system_usec
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# cgroups v1
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cat /sys/fs/cgroup/cpu/cpuacct.usage # total nanoseconds
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cat /sys/fs/cgroup/cpu/cpuacct.stat # user/system jiffies
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```
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**However**, cgroups cannot be used when sidecars share the PID namespace but have different cgroups. In that case, aggregating `/proc/[pid]/stat` is the best option.
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---
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### How do I determine child/parent processes?
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#### From /proc/[pid]/stat
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Field 4 is the **PPID** (parent process ID):
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```bash
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# Get PPID for a specific process
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awk '{print $4}' /proc/1234/stat
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# List all processes with their parents
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for stat in /proc/[0-9]*/stat; do
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pid="${stat#/proc/}"
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pid="${pid%/stat}"
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ppid=$(awk '{print $4}' "$stat" 2>/dev/null) && \
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echo "$pid -> parent: $ppid"
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done
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```
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#### From /proc/[pid]/status (more readable)
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```bash
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grep PPid /proc/1234/status
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# PPid: 1
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```
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#### Building a Process Tree
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```bash
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#!/bin/bash
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declare -A parent_of
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declare -A children_of
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for stat in /proc/[0-9]*/stat; do
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if read -r line < "$stat" 2>/dev/null; then
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pid="${stat#/proc/}"
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pid="${pid%/stat}"
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# Extract PPID (field 4, but handle comm with spaces)
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rest="${line##*) }"
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read -ra fields <<< "$rest"
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ppid="${fields[1]}" # 4th field overall = index 1 after state
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parent_of[$pid]=$ppid
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children_of[$ppid]+="$pid "
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fi
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done
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# Print tree from PID 1
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print_tree() {
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local pid=$1
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local indent=$2
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echo "${indent}${pid}"
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for child in ${children_of[$pid]}; do
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print_tree "$child" " $indent"
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done
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}
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print_tree 1 ""
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```
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#### For CPU Aggregation: Handling cutime/cstime
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To properly handle `cutime`/`cstime` without double-counting:
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```bash
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#!/bin/bash
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declare -A parent_of
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declare -A utime stime
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# First pass: collect all data
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for stat in /proc/[0-9]*/stat; do
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if read -r line < "$stat" 2>/dev/null; then
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pid="${stat#/proc/}"
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pid="${pid%/stat}"
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rest="${line##*) }"
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read -ra f <<< "$rest"
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parent_of[$pid]="${f[1]}"
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utime[$pid]="${f[11]}"
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stime[$pid]="${f[12]}"
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# cutime=${f[13]} cstime=${f[14]} - don't sum these
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fi
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done
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# Sum only utime/stime (not cutime/cstime)
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total=0
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for pid in "${!utime[@]}"; do
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((total += utime[$pid] + stime[$pid]))
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done
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echo "Total CPU ticks: $total"
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echo "Seconds: $(echo "scale=2; $total / $(getconf CLK_TCK)" | bc)"
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```
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**Key insight:** Only sum `utime` + `stime` for each process. The `cutime`/`cstime` fields are cumulative from children that have already exited and been `wait()`ed on—those children no longer exist in `/proc`, so their time is only accessible via the parent's `cutime`/`cstime`.
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---
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### How do I convert utime/stime to percentages?
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You need **two samples** over a time interval. CPU percentage is a rate, not an absolute value.
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#### The Formula
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```
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CPU % = (delta_ticks / (elapsed_seconds * CLK_TCK * num_cpus)) * 100
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```
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- `delta_ticks` = difference in (utime + stime) between samples
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- `CLK_TCK` = ticks per second (usually 100, get via `getconf CLK_TCK`)
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- `num_cpus` = number of CPUs (omit for single-CPU percentage)
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#### Two Common Percentage Styles
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| Style | Formula | Example |
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|-------|---------|---------|
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| **Normalized** (0-100%) | `delta / (elapsed * CLK_TCK * num_cpus) * 100` | 50% = half of total capacity |
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| **Cores-style** (0-N*100%) | `delta / (elapsed * CLK_TCK) * 100` | 200% = 2 full cores busy |
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#### Practical Script
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```bash
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#!/bin/bash
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CLK_TCK=$(getconf CLK_TCK)
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NUM_CPUS=$(nproc)
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get_total_ticks() {
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local total=0
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for stat in /proc/[0-9]*/stat; do
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if read -r line < "$stat" 2>/dev/null; then
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rest="${line##*) }"
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read -ra f <<< "$rest"
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((total += f[11] + f[12])) # utime + stime
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fi
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done
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echo "$total"
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}
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# First sample
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ticks1=$(get_total_ticks)
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time1=$(date +%s.%N)
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# Wait
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sleep 1
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# Second sample
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ticks2=$(get_total_ticks)
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time2=$(date +%s.%N)
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# Calculate
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delta_ticks=$((ticks2 - ticks1))
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elapsed=$(echo "$time2 - $time1" | bc)
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# Percentage of total CPU capacity (all cores)
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pct=$(echo "scale=2; ($delta_ticks / ($elapsed * $CLK_TCK * $NUM_CPUS)) * 100" | bc)
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echo "CPU usage: ${pct}% of ${NUM_CPUS} CPUs"
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# Percentage as "CPU cores used" (like top's 200% for 2 full cores)
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cores_pct=$(echo "scale=2; ($delta_ticks / ($elapsed * $CLK_TCK)) * 100" | bc)
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echo "CPU usage: ${cores_pct}% (cores-style)"
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```
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|
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#### Continuous Monitoring
|
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|
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```bash
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#!/bin/bash
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CLK_TCK=$(getconf CLK_TCK)
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NUM_CPUS=$(nproc)
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INTERVAL=1
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get_total_ticks() {
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local total=0
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for stat in /proc/[0-9]*/stat; do
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read -r line < "$stat" 2>/dev/null || continue
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rest="${line##*) }"
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read -ra f <<< "$rest"
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((total += f[11] + f[12]))
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done
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echo "$total"
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}
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|
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prev_ticks=$(get_total_ticks)
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prev_time=$(date +%s.%N)
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while true; do
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sleep "$INTERVAL"
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|
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curr_ticks=$(get_total_ticks)
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curr_time=$(date +%s.%N)
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delta=$((curr_ticks - prev_ticks))
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elapsed=$(echo "$curr_time - $prev_time" | bc)
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pct=$(echo "scale=1; $delta / ($elapsed * $CLK_TCK * $NUM_CPUS) * 100" | bc)
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printf "\rCPU: %5.1f%%" "$pct"
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|
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prev_ticks=$curr_ticks
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prev_time=$curr_time
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done
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```
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|
||||
---
|
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|
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### Does this calculation respect cgroup limits?
|
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|
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No, it doesn't. The calculation uses `nproc` which typically returns **host CPU count**, not your cgroup limit.
|
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|
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#### The Problem
|
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|
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If your container is limited to 2 CPUs on an 8-CPU host:
|
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- `nproc` returns 8
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- Your calculation shows 25% when you're actually at 100% of your limit
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|
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#### Getting Effective CPU Limit
|
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|
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**cgroups v2:**
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|
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```bash
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# cpu.max contains: $quota $period (in microseconds)
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# "max 100000" means unlimited
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read quota period < /sys/fs/cgroup/cpu.max
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if [[ "$quota" == "max" ]]; then
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effective_cpus=$(nproc)
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else
|
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effective_cpus=$(echo "scale=2; $quota / $period" | bc)
|
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fi
|
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echo "Effective CPUs: $effective_cpus"
|
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```
|
||||
|
||||
**cgroups v1:**
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||||
|
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```bash
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quota=$(cat /sys/fs/cgroup/cpu/cpu.cfs_quota_us)
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period=$(cat /sys/fs/cgroup/cpu/cpu.cfs_period_us)
|
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|
||||
if [[ "$quota" == "-1" ]]; then
|
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effective_cpus=$(nproc)
|
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else
|
||||
effective_cpus=$(echo "scale=2; $quota / $period" | bc)
|
||||
fi
|
||||
```
|
||||
|
||||
**Also Check cpuset Limits:**
|
||||
|
||||
```bash
|
||||
# cgroups v2
|
||||
cpuset=$(cat /sys/fs/cgroup/cpuset.cpus.effective 2>/dev/null)
|
||||
|
||||
# cgroups v1
|
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cpuset=$(cat /sys/fs/cgroup/cpuset/cpuset.cpus 2>/dev/null)
|
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|
||||
# Parse "0-3,5,7" format to count CPUs
|
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count_cpus() {
|
||||
local count=0
|
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IFS=',' read -ra ranges <<< "$1"
|
||||
for range in "${ranges[@]}"; do
|
||||
if [[ "$range" == *-* ]]; then
|
||||
start="${range%-*}"
|
||||
end="${range#*-}"
|
||||
((count += end - start + 1))
|
||||
else
|
||||
((count++))
|
||||
fi
|
||||
done
|
||||
echo "$count"
|
||||
}
|
||||
```
|
||||
|
||||
#### Updated Script Respecting Limits
|
||||
|
||||
```bash
|
||||
#!/bin/bash
|
||||
CLK_TCK=$(getconf CLK_TCK)
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|
||||
get_effective_cpus() {
|
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# Try cgroups v2 first
|
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if [[ -f /sys/fs/cgroup/cpu.max ]]; then
|
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read quota period < /sys/fs/cgroup/cpu.max
|
||||
if [[ "$quota" != "max" ]]; then
|
||||
echo "scale=2; $quota / $period" | bc
|
||||
return
|
||||
fi
|
||||
fi
|
||||
|
||||
# Try cgroups v1
|
||||
if [[ -f /sys/fs/cgroup/cpu/cpu.cfs_quota_us ]]; then
|
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quota=$(cat /sys/fs/cgroup/cpu/cpu.cfs_quota_us)
|
||||
period=$(cat /sys/fs/cgroup/cpu/cpu.cfs_period_us)
|
||||
if [[ "$quota" != "-1" ]]; then
|
||||
echo "scale=2; $quota / $period" | bc
|
||||
return
|
||||
fi
|
||||
fi
|
||||
|
||||
# Fallback to nproc
|
||||
nproc
|
||||
}
|
||||
|
||||
EFFECTIVE_CPUS=$(get_effective_cpus)
|
||||
echo "Effective CPU limit: $EFFECTIVE_CPUS"
|
||||
|
||||
# ... rest of your sampling logic using $EFFECTIVE_CPUS
|
||||
```
|
||||
|
||||
#### Shared PID Namespace Consideration
|
||||
|
||||
When sidecars share PID namespace but have different cgroups:
|
||||
- Each container may have different CPU limits
|
||||
- You're aggregating processes across those limits
|
||||
- There's no single "correct" limit to use
|
||||
|
||||
**Options:**
|
||||
1. **Use host CPU count** — percentage of total host capacity
|
||||
2. **Sum the limits** — if you know each sidecar's cgroup, sum their quotas
|
||||
3. **Report in cores** — skip normalization, just show `1.5 cores used` instead of percentage
|
||||
|
||||
---
|
||||
|
||||
### Can I get the cgroup limit for another cgroup?
|
||||
|
||||
Yes, if you have visibility into the cgroup filesystem.
|
||||
|
||||
#### 1. Find a Process's Cgroup
|
||||
|
||||
Every process exposes its cgroup membership:
|
||||
|
||||
```bash
|
||||
# Get cgroup for any PID you can see
|
||||
cat /proc/1234/cgroup
|
||||
|
||||
# cgroups v2 output:
|
||||
# 0::/kubepods/pod123/container456
|
||||
|
||||
# cgroups v1 output:
|
||||
# 12:cpu,cpuacct:/docker/abc123
|
||||
# 11:memory:/docker/abc123
|
||||
# ...
|
||||
```
|
||||
|
||||
#### 2. Read That Cgroup's Limits
|
||||
|
||||
If the cgroup filesystem is mounted and accessible:
|
||||
|
||||
```bash
|
||||
#!/bin/bash
|
||||
|
||||
get_cgroup_cpu_limit() {
|
||||
local pid=$1
|
||||
|
||||
# Get cgroup path for this PID
|
||||
cgroup_path=$(grep -oP '0::\K.*' /proc/$pid/cgroup 2>/dev/null) # v2
|
||||
|
||||
if [[ -n "$cgroup_path" ]]; then
|
||||
# cgroups v2
|
||||
limit_file="/sys/fs/cgroup${cgroup_path}/cpu.max"
|
||||
if [[ -r "$limit_file" ]]; then
|
||||
read quota period < "$limit_file"
|
||||
if [[ "$quota" == "max" ]]; then
|
||||
echo "unlimited"
|
||||
else
|
||||
echo "scale=2; $quota / $period" | bc
|
||||
fi
|
||||
return
|
||||
fi
|
||||
fi
|
||||
|
||||
# Try cgroups v1
|
||||
cgroup_path=$(grep -oP 'cpu.*:\K.*' /proc/$pid/cgroup 2>/dev/null)
|
||||
if [[ -n "$cgroup_path" ]]; then
|
||||
quota_file="/sys/fs/cgroup/cpu${cgroup_path}/cpu.cfs_quota_us"
|
||||
period_file="/sys/fs/cgroup/cpu${cgroup_path}/cpu.cfs_period_us"
|
||||
if [[ -r "$quota_file" ]]; then
|
||||
quota=$(cat "$quota_file")
|
||||
period=$(cat "$period_file")
|
||||
if [[ "$quota" == "-1" ]]; then
|
||||
echo "unlimited"
|
||||
else
|
||||
echo "scale=2; $quota / $period" | bc
|
||||
fi
|
||||
return
|
||||
fi
|
||||
fi
|
||||
|
||||
echo "unknown"
|
||||
}
|
||||
|
||||
# Example: get limit for PID 1234
|
||||
get_cgroup_cpu_limit 1234
|
||||
```
|
||||
|
||||
#### 3. Mount Visibility Requirements
|
||||
|
||||
| Scenario | Can Read Other Cgroups? |
|
||||
|----------|------------------------|
|
||||
| Host system | Yes |
|
||||
| Privileged container | Yes |
|
||||
| `/sys/fs/cgroup` mounted read-only from host | Yes (common in Kubernetes) |
|
||||
| Only own cgroup subtree mounted | No |
|
||||
|
||||
Check what's visible:
|
||||
|
||||
```bash
|
||||
mount | grep cgroup
|
||||
ls /sys/fs/cgroup/
|
||||
```
|
||||
|
||||
#### 4. Full Solution: Aggregate by Cgroup
|
||||
|
||||
```bash
|
||||
#!/bin/bash
|
||||
CLK_TCK=$(getconf CLK_TCK)
|
||||
|
||||
declare -A cgroup_ticks
|
||||
declare -A cgroup_limit
|
||||
|
||||
for stat in /proc/[0-9]*/stat; do
|
||||
pid="${stat#/proc/}"
|
||||
pid="${pid%/stat}"
|
||||
|
||||
# Get cgroup for this process
|
||||
cg=$(grep -oP '0::\K.*' /proc/$pid/cgroup 2>/dev/null)
|
||||
[[ -z "$cg" ]] && continue
|
||||
|
||||
# Get CPU ticks
|
||||
if read -r line < "$stat" 2>/dev/null; then
|
||||
rest="${line##*) }"
|
||||
read -ra f <<< "$rest"
|
||||
ticks=$((f[11] + f[12]))
|
||||
|
||||
((cgroup_ticks[$cg] += ticks))
|
||||
|
||||
# Cache the limit (only look up once per cgroup)
|
||||
if [[ -z "${cgroup_limit[$cg]}" ]]; then
|
||||
limit_file="/sys/fs/cgroup${cg}/cpu.max"
|
||||
if [[ -r "$limit_file" ]]; then
|
||||
read quota period < "$limit_file"
|
||||
if [[ "$quota" == "max" ]]; then
|
||||
cgroup_limit[$cg]="unlimited"
|
||||
else
|
||||
cgroup_limit[$cg]=$(echo "scale=2; $quota / $period" | bc)
|
||||
fi
|
||||
else
|
||||
cgroup_limit[$cg]="unknown"
|
||||
fi
|
||||
fi
|
||||
fi
|
||||
done
|
||||
|
||||
echo "Ticks by cgroup:"
|
||||
for cg in "${!cgroup_ticks[@]}"; do
|
||||
echo " $cg: ${cgroup_ticks[$cg]} ticks (limit: ${cgroup_limit[$cg]} CPUs)"
|
||||
done
|
||||
```
|
||||
|
||||
#### If You Can't Access Other Cgroups
|
||||
|
||||
Fallback options:
|
||||
|
||||
1. **Mount the cgroup fs** — add volume mount for `/sys/fs/cgroup:ro`
|
||||
2. **Use a sidecar with access** — one privileged container does the monitoring
|
||||
3. **Accept "unknown" limits** — report raw ticks/cores instead of percentages
|
||||
4. **Kubernetes Downward API** — inject limits as env vars (only for your own container though)
|
||||
Loading…
Add table
Add a link
Reference in a new issue