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doc: add scripts/milvus-debug.sh for coredump analysis with debug image (#49084)
## Summary Add `scripts/milvus-debug.sh` to automate GDB coredump analysis using the `-debug` image that accompanies each Milvus release starting from v2.6.14. ## Background Starting with v2.6.14, each Milvus release publishes two image variants: | Tag | Content | Size | Use | |-----|---------|------|-----| | `milvusdb/milvus:<tag>` | **stripped** (production) | ~1/3 | Production deployment | | `milvusdb/milvus:<tag>-debug` | unstripped (full symbols) | full | GDB coredump analysis | The stripped production image is **byte-identical** to the debug image in its code sections (`strip --strip-debug` removes only `.debug_*` sections and symbol tables). So GDB can use the debug image's symbols to resolve addresses in a coredump produced by the stripped image. ## What the script does 1. Pulls the debug image 2. Mounts the coredump file read-only into a container 3. Installs `gdb` on demand (not present in the runtime image by default) 4. Launches GDB with `solib-search-path=/milvus/lib` so symbols from all shared libraries (`libknowhere.so`, `libtantivy-binding.so`, etc.) resolve correctly 5. Auto-prints the initial backtrace ## Typical usage after a production crash ```bash # 1. Copy the coredump out of the crashed pod kubectl cp <ns>/<pod>:/tmp/cores/core.<pid> ./core.<pid> # 2. Run this script (GDB starts automatically with backtrace) ./scripts/milvus-debug.sh ./core.<pid> \ milvusdb/milvus:v2.6.14 milvusdb/milvus:v2.6.14-debug ``` ## Test plan - [x] `bash -n scripts/milvus-debug.sh` (syntax check passes) - [x] Mirrors the documented procedure in the strip-image-coredump-debug-guide Feishu doc - [ ] Manual validation on a real coredump (waiting for v2.6.14 production crash; can be exercised with any coredump for now) 🤖 Generated with [Claude Code](https://claude.com/claude-code) --------- Signed-off-by: Zhikun Yao <zhikun.yao@zilliz.com> Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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Claude Opus 4.6
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Executable
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#!/bin/bash
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#
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# Debug a coredump produced by the stripped (production) Milvus image
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# using the matching unstripped debug image.
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#
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# Starting from v2.6.15, each Milvus release publishes two image variants:
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# milvusdb/milvus:<tag> - stripped, production (default, ~1/3 size)
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# milvusdb/milvus:<tag>-debug - unstripped, full debug symbols (for GDB)
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#
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# The stripped and debug images share byte-identical code sections, so GDB
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# can use the debug image's symbols to resolve addresses in a coredump
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# produced by the stripped image.
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#
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# Usage:
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# ./milvus-debug.sh <coredump> <stripped-image> <debug-image>
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#
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# Examples:
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# ./milvus-debug.sh ./core.12345 milvusdb/milvus:v2.6.15 milvusdb/milvus:v2.6.15-debug
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# ./milvus-debug.sh ./core.12345 harbor.example.com/milvus:v2.6.15 harbor.example.com/milvus:v2.6.15-debug
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#
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# Typical workflow when a Milvus pod crashes in production:
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# # 1. Copy the coredump out of the crashed pod
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# kubectl cp <ns>/<pod>:/tmp/cores/core.<pid> ./core.<pid>
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#
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# # 2. Run this script (GDB starts automatically with backtrace)
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# ./milvus-debug.sh ./core.<pid> milvusdb/milvus:v2.6.15 milvusdb/milvus:v2.6.15-debug
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#
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set -euo pipefail
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COREDUMP="${1:?Usage: $0 <coredump> <stripped-image> <debug-image>}"
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IMAGE="${2:?Missing stripped image, e.g. milvusdb/milvus:v2.6.15}"
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IMAGE_NON_STRIP="${3:?Missing debug image, e.g. milvusdb/milvus:v2.6.15-debug}"
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# Resolve to absolute path
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COREDUMP="$(cd "$(dirname "$COREDUMP")" && pwd)/$(basename "$COREDUMP")"
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if [ ! -f "$COREDUMP" ]; then
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echo "ERROR: coredump file not found: $COREDUMP"
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exit 1
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fi
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# Warn if stripped and debug images don't share the same base tag
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# Expected: <image>:<tag> and <image>:<tag>-debug
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STRIPPED_TAG="${IMAGE##*:}"
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DEBUG_TAG="${IMAGE_NON_STRIP##*:}"
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if [ "${DEBUG_TAG}" != "${STRIPPED_TAG}-debug" ]; then
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echo "WARNING: debug image tag '${DEBUG_TAG}' does not match '${STRIPPED_TAG}-debug'."
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echo " Symbols may not align with the coredump addresses."
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echo ""
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fi
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echo "==> Pulling debug image: ${IMAGE_NON_STRIP}"
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docker pull "${IMAGE_NON_STRIP}"
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echo ""
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echo "==> Launching GDB inside debug container..."
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echo ""
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echo " Coredump: ${COREDUMP}"
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echo " Stripped image: ${IMAGE}"
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echo " Debug image: ${IMAGE_NON_STRIP}"
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echo ""
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echo "--- GDB will start. Useful commands: ---"
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echo " bt - backtrace of current thread"
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echo " thread apply all bt - backtrace of all threads"
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echo " info threads - list threads"
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echo " thread <n> - switch to thread n"
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echo " info locals - local variables"
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echo " print <var> - inspect variable"
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echo " list - show source context"
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echo " info sharedlibrary - check .so symbol status"
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echo "----------------------------------------"
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echo ""
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docker run -it --rm \
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-v "${COREDUMP}:/tmp/core:ro" \
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--entrypoint "" \
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"${IMAGE_NON_STRIP}" \
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bash -c '
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# Locate the milvus binary
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MILVUS_BIN=$(find /milvus -name milvus -type f 2>/dev/null | head -1)
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if [ -z "$MILVUS_BIN" ]; then
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echo "ERROR: milvus binary not found in image"
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exit 1
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fi
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echo "Using binary: $MILVUS_BIN"
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# Install gdb if not present
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if ! command -v gdb &>/dev/null; then
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echo "Installing gdb..."
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apt-get update -qq && apt-get install -y -qq gdb >/dev/null 2>&1
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fi
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# Set library paths so GDB can resolve all .so symbols
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export LD_LIBRARY_PATH="/milvus/lib:${LD_LIBRARY_PATH:-}"
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# Launch GDB
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# - solib-search-path: tells GDB where to find unstripped .so files
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# - auto-loads symbols for milvus binary + all shared libraries
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gdb "$MILVUS_BIN" /tmp/core \
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-ex "set solib-search-path /milvus/lib" \
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-ex "set print pretty on" \
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-ex "bt"
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'
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