بنقرة واحدة
sglang-cherrypick
// Trigger the bot-cherry-pick workflow for a batch of merged PRs onto a release branch and monitor each run to completion. Use when an SGLang release manager asks to cherry-pick a list of PRs to a release branch.
// Trigger the bot-cherry-pick workflow for a batch of merged PRs onto a release branch and monitor each run to completion. Use when an SGLang release manager asks to cherry-pick a list of PRs to a release branch.
Guide for writing SGLang CI/UT tests. Covers CustomTestCase, CI registration, server fixtures, model selection, mock testing, and test placement. Always read test/README.md for the full CI layout, how to run tests, and extra tips. Use when creating new tests, adding CI test cases, writing unit tests, or when the user asks to add tests for SGLang features.
Use when benchmarking denoise latency or profiling a diffusion bottleneck in SGLang.
Use when choosing the fastest SGLang Diffusion flags for a model, GPU, and VRAM budget.
Guide to SGLang CI workflow orchestration — stage ordering, fast-fail, gating, partitioning, execution modes, and debugging CI failures. Use when modifying CI workflows, adding stages, debugging CI pipeline issues, or understanding how tests are dispatched and gated across stages.
Step-by-step tutorial for adding a new lightweight JIT CUDA kernel to sglang's jit_kernel module
Use when quantizing a diffusion DiT with NVIDIA ModelOpt and making the resulting FP8 or NVFP4 checkpoint loadable, verifiable, and benchmarkable in SGLang Diffusion.
| name | sglang-cherrypick |
| description | Trigger the bot-cherry-pick workflow for a batch of merged PRs onto a release branch and monitor each run to completion. Use when an SGLang release manager asks to cherry-pick a list of PRs to a release branch. |
Trigger .github/workflows/bot-cherry-pick.yml for each PR in a list, then monitor the resulting workflow runs and report per-PR success/failure with links to the created cherry-pick PRs (or the failure reason).
/sglang-cherrypick <target_branch> <pr1> [pr2 pr3 ...]
Examples:
/sglang-cherrypick release/v0.5.7 25956 25958 25987/sglang-cherrypick release/v0.5.7 25956,25958,25987 (comma-separated also accepted)target_branch (required): Release branch in the form release/vX.Y or release/vX.Y.Z. Must already exist on origin (i.e., sgl-project/sglang).pr_numbers (required, one or more): Merged PR numbers to cherry-pick. Each must be a positive integer.Always targets the upstream repo sgl-project/sglang. The workflow's job guard (if: github.repository == 'sgl-project/sglang') means triggering it on a fork is a no-op.
Fail fast before triggering anything.
# target branch shape (matches the workflow's own validator)
[[ "$TARGET_BRANCH" =~ ^release/v[0-9]+\.[0-9]+(\.[0-9]+)?$ ]] || die "Invalid target_branch"
# branch exists on upstream
gh api "repos/sgl-project/sglang/branches/$TARGET_BRANCH" --jq '.name' >/dev/null || die "Branch not found"
# each PR is numeric, exists, MERGED, and has a recorded merge commit
declare -A PR_TO_SHA=()
declare -A PR_TO_TITLE=()
for PR in "${PRS[@]}"; do
[[ "$PR" =~ ^[0-9]+$ ]] || die "PR '$PR' is not a positive integer"
PR_JSON=$(gh pr view "$PR" --repo sgl-project/sglang --json state,mergeCommit,title) \
|| die "PR #$PR not found"
STATE=$(jq -r .state <<<"$PR_JSON")
[[ "$STATE" == "MERGED" ]] || die "PR #$PR is not MERGED (state=$STATE)"
SHA=$(jq -r '.mergeCommit.oid // empty' <<<"$PR_JSON")
[[ -n "$SHA" ]] || die "PR #$PR has no merge commit recorded"
PR_TO_SHA[$PR]="$SHA"
PR_TO_TITLE[$PR]=$(jq -r .title <<<"$PR_JSON")
done
Report any failures and stop — do not trigger partial batches.
Before dispatching any workflow, simulate each cherry-pick locally with git merge-tree to (a) show the user which files would change and (b) catch conflicts before paying for a CI run. git merge-tree --write-tree is a side-effect-free 3-way merge — it touches neither the working tree nor any ref.
2a. Locate the upstream remote (sgl-project/sglang). Both the dual-remote (upstream + origin fork) and single-remote setups need to work.
UPSTREAM_REMOTE=$(git remote -v \
| awk '$2 ~ /[:\/]sgl-project\/sglang(\.git)?$/ && $3 == "(fetch)" {print $1; exit}')
[[ -n "$UPSTREAM_REMOTE" ]] || die "No remote points to sgl-project/sglang"
2b. Fetch the target branch and each PR's merge commit. Fetch the commits by SHA (in case they're not on a ref the user has locally) and the target branch in one call.
git fetch "$UPSTREAM_REMOTE" "$TARGET_BRANCH" "${PR_TO_SHA[@]}" --quiet \
|| die "Failed to fetch from $UPSTREAM_REMOTE"
TARGET_REF="refs/remotes/$UPSTREAM_REMOTE/$TARGET_BRANCH"
2c. Index existing cherry-pick PRs on the target branch. One gh pr list call gets every cherry-pick PR ever filed against this branch (any state). For each input PR, we cross-reference by the title suffix (#<PR>) that the bot workflow always uses.
# Fetch all cherry-pick PRs against this branch (any state), then bucket by
# source-PR number using the title pattern "(#<source_pr>)".
EXISTING_CP_JSON=$(gh pr list --repo sgl-project/sglang \
--base "$TARGET_BRANCH" \
--label cherry-pick \
--state all \
--limit 200 \
--json number,title,url,state)
declare -A PR_TO_EXISTING_CP=() # source_pr -> JSON array of existing cherry-pick PRs
for PR in "${PRS[@]}"; do
PR_TO_EXISTING_CP[$PR]=$(jq -c \
"[.[] | select(.title | contains(\"(#${PR})\"))]" <<<"$EXISTING_CP_JSON")
done
For each input PR, classify the existing cherry-picks:
MERGED present → the cherry-pick already landed. Skip this PR in Step 3.OPEN present (and no MERGED) → a previous dispatch is still in flight. Warn, ask the user whether to skip or re-dispatch, but default to skip (re-dispatching creates a duplicate).CLOSED (no merged, no open) → previous attempts were abandoned; safe to re-dispatch.2d. For each PR, run git merge-tree and diff the result. The semantics of cherry-pick are: 3-way-merge with base = parent of source commit, ours = target tip, theirs = source commit. For merge commits the workflow uses -m 1, which means base = first parent — ${SHA}^ resolves to ${SHA}^1 for both regular and merge commits, so one form covers both.
declare -A PR_TO_CONFLICTS=()
declare -A PR_TO_FILES=()
for PR in "${PRS[@]}"; do
SHA="${PR_TO_SHA[$PR]}"
# --write-tree: print the resulting tree SHA on success
# Exit 0 = clean merge; exit 1 = conflicts
if MERGE_OUT=$(git merge-tree --write-tree \
--merge-base="${SHA}^" \
"$TARGET_REF" "$SHA" 2>&1); then
RESULT_TREE=$(head -1 <<<"$MERGE_OUT")
PR_TO_CONFLICTS[$PR]=""
# Show files that actually differ between target tip and the merged tree.
# This is more accurate than `git show --name-status $SHA` because it
# accounts for changes already present on the release branch. As a
# side-effect, an already-cherry-picked commit shows up here as "0 files".
PR_TO_FILES[$PR]=$(git diff --name-status "$TARGET_REF" "$RESULT_TREE")
else
# Conflict output format (git ≥2.40): first line is the (partial) tree,
# remaining lines list conflicted paths and informational messages.
# We just capture and surface it; user decides what to do.
PR_TO_CONFLICTS[$PR]="$MERGE_OUT"
PR_TO_FILES[$PR]=$(git show --name-status --format= "$SHA" 2>/dev/null)
fi
done
2e. Print a pre-flight report. One table summarizing each PR, followed by per-PR file lists. The "Prior cherry-pick" column uses the classification from 2c.
## Cherry-Pick Pre-Flight — `release/vX.Y.Z`
| PR | Title | Merge SHA | Prior cherry-pick | Conflicts | # files |
|--------|--------------------------|-----------|----------------------|--------------|---------|
| #25733 | [Bug] Fix V4-Pro NaN ... | 79ea30d1 | ✅ merged as #26063 | clean | 0 |
| #25562 | [bugfix] Fix wrong ... | b19052c9 | none | **CONFLICT** | — |
| #25585 | [Bugfix] Fix missing ... | 86c6c77f | none | clean | 2 |
### Files (PR #25585 — clean)
M python/sglang/srt/layers/communicator.py
M python/sglang/srt/models/deepseek_v4.py
### Conflict detail (PR #25562)
<merge-tree output: conflicted paths and reasons>
2f. Gate before dispatching. Stop and report if any PR is in either of these states:
git merge-tree reports a conflict — the workflow would just fail; let the user fix or remove that PR.Only PRs that are clean AND have no merged-or-open prior cherry-pick should proceed to Step 3.
As a sanity check, a clean pre-flight that shows 0 files changed is the structural signature of "this commit is already on the branch" — if you see it without an existing merged cherry-pick PR being detected (rare, e.g. the original PR was force-merged onto the release branch directly), surface that too and skip the dispatch.
gh workflow run (gh ≥2.45) prints the dispatched run's URL on stdout — parse it directly. Fall back to the snapshot/diff polling only if the URL isn't returned (older gh).
# Snapshot once up front in case we need the fallback path.
mapfile -t SEEN < <(gh run list \
--workflow=bot-cherry-pick.yml \
--repo sgl-project/sglang \
--limit 50 \
--json databaseId --jq '.[].databaseId')
declare -A PR_TO_RUN=() # pr_number -> run_id
for PR in "${PRS[@]}"; do
DISPATCH_OUT=$(gh workflow run bot-cherry-pick.yml \
--repo sgl-project/sglang \
-f pr_number="$PR" \
-f target_branch="$TARGET_BRANCH" 2>&1) || { echo "$DISPATCH_OUT"; die "dispatch failed for PR #$PR"; }
# Preferred path: gh prints the run URL like
# https://github.com/sgl-project/sglang/actions/runs/26275460359
RUN_URL=$(grep -oE 'https://github.com/[^[:space:]]+/actions/runs/[0-9]+' \
<<<"$DISPATCH_OUT" | head -1)
RUN_ID="${RUN_URL##*/}"
# Fallback for older gh that doesn't print the URL: poll the runs list,
# filter to workflow_dispatch events we haven't seen yet.
if [[ -z "$RUN_ID" ]]; then
for _ in $(seq 1 30); do
sleep 2
CANDIDATE=$(gh run list \
--workflow=bot-cherry-pick.yml \
--repo sgl-project/sglang \
--limit 10 \
--json databaseId,event \
--jq '[.[] | select(.event=="workflow_dispatch") | .databaseId] | .[0]')
if [[ -n "$CANDIDATE" ]] \
&& ! printf '%s\n' "${SEEN[@]}" | grep -qx "$CANDIDATE" \
&& ! printf '%s\n' "${PR_TO_RUN[@]}" | grep -qx "$CANDIDATE"; then
RUN_ID="$CANDIDATE"
break
fi
done
fi
if [[ -z "$RUN_ID" ]]; then
echo "::warning::No new workflow run detected for PR #$PR within 60s"
PR_TO_RUN[$PR]="UNKNOWN"
else
PR_TO_RUN[$PR]="$RUN_ID"
fi
done
Notes:
concurrency: cherry-pick-${{ target_branch }} with cancel-in-progress: false. So multiple dispatches against the same target branch queue serially, not in parallel. That's fine — we batch the triggers and the GitHub side serializes execution.gh workflow run is fire-and-forget; the dispatched run shows up in gh run list within a few seconds.Use gh run watch per run id, sequentially (since they execute serially anyway).
for PR in "${PRS[@]}"; do
RUN_ID="${PR_TO_RUN[$PR]}"
[[ "$RUN_ID" == "UNKNOWN" ]] && continue
gh run watch "$RUN_ID" \
--repo sgl-project/sglang \
--exit-status \
--interval 15 \
>/dev/null 2>&1 || true # we read conclusion below; don't abort the loop on fail
done
gh run watch blocks until the run completes. Use --interval 15 to be polite on rate limits.
For each PR, fetch the run conclusion and (if successful) the URL of the created cherry-pick PR.
for PR in "${PRS[@]}"; do
RUN_ID="${PR_TO_RUN[$PR]}"
if [[ "$RUN_ID" == "UNKNOWN" ]]; then
echo "PR #$PR: UNKNOWN (no run found)"
continue
fi
CONCLUSION=$(gh run view "$RUN_ID" --repo sgl-project/sglang \
--json conclusion,status,url \
--jq '"\(.status) \(.conclusion) \(.url)"')
STATUS=$(awk '{print $1}' <<<"$CONCLUSION")
RESULT=$(awk '{print $2}' <<<"$CONCLUSION")
RUN_URL=$(awk '{print $3}' <<<"$CONCLUSION")
if [[ "$RESULT" == "success" ]]; then
# Find the cherry-pick PR created by this run. Title format from the workflow:
# "[Cherry-pick to <BRANCH>] <ORIG TITLE> (#<PR>)"
CP_PR=$(gh pr list --repo sgl-project/sglang \
--base "$TARGET_BRANCH" \
--label cherry-pick \
--state all \
--limit 30 \
--json number,title,url,createdAt \
--jq "[.[] | select(.title | contains(\"(#${PR})\"))][0]")
CP_URL=$(jq -r '.url // "N/A"' <<<"$CP_PR")
CP_NUM=$(jq -r '.number // "?"' <<<"$CP_PR")
echo "PR #$PR -> SUCCESS cherry-pick PR #$CP_NUM ($CP_URL) [run: $RUN_URL]"
else
# Failure: pull the cherry-pick step's last error line so the user sees why.
REASON=$(gh run view "$RUN_ID" --repo sgl-project/sglang --log-failed 2>/dev/null \
| grep -m1 -E "::error::" \
| sed -E 's/^[^:]*::error::?//' \
|| echo "(see run logs)")
echo "PR #$PR -> $RESULT reason: $REASON [run: $RUN_URL]"
fi
done
Print one table sorted by input order:
## Cherry-Pick Batch Summary — `release/v0.5.7`
| PR | Status | Cherry-pick PR | Run | Notes |
|-----|----------|----------------|-----|-------|
| #25956 | success | #26031 | run/12345 | — |
| #25958 | failure | — | run/12346 | Cherry-pick of <SHA> onto release/v0.5.7 failed due to conflicts |
| #25987 | success | #26032 | run/12347 | — |
**Totals:** N succeeded, M failed, K unknown.
For any failure, suggest the manual fallback from the workflow's own error message:
Resolve locally:
git checkout release/v0.5.7 && git cherry-pick <SHA>, fix conflicts, push a branch, and open the PR by hand.
| Symptom | Cause | Action |
|---|---|---|
PR #X is not merged (state=OPEN) | PR not yet merged | Wait for merge or pass --commit-sha (not supported by this slash command) |
Target branch '...' does not exist | Typo or branch not cut yet | Confirm branch name; release manager may not have cut it |
Cherry-pick of <SHA> onto <BRANCH> failed due to conflicts | Code drift on release branch (should already have been caught in Step 2 pre-flight) | Do it manually as instructed above |
Pre-flight git merge-tree reports a conflict | Same as above, caught locally before any CI run | Remove that PR from the batch and resolve manually |
No remote points to sgl-project/sglang | Skill invoked from a checkout that only has a fork remote | Add the upstream remote: git remote add upstream https://github.com/sgl-project/sglang.git |
Pre-flight git merge-tree errors with unknown option | git < 2.38 | Upgrade git, or run the skill on a machine with a modern git |
Pre-flight reports Prior cherry-pick: merged as #N | The PR has already been cherry-picked and merged onto this release branch | Skip this PR — re-dispatching would create a duplicate PR. Verify #N is the right one before removing from the list. |
Pre-flight reports Prior cherry-pick: OPEN as #N | A previous dispatch is still in flight (PR not yet merged or closed) | Default: skip and ask the user to land or close #N first. Re-dispatching creates a parallel duplicate that needs to be cleaned up afterwards. |
Pre-flight is clean but # files = 0 and no prior cherry-pick PR was found | Commit landed on the release branch by direct merge (not via the bot), or via a rebase that rewrote the SHA | Skip the dispatch — the change is already there. Surface this anomaly so the user knows the bot wasn't the source. |
| Multiple runs but only one detected | Two dispatches landed in the same gh run list poll cycle | Re-run for the missing PR, or look up its run by hand: gh run list --workflow=bot-cherry-pick.yml --event workflow_dispatch -L 20 |
403 on gh workflow run | Missing actions:write on the token | Use a token that has workflow dispatch rights on sgl-project/sglang |
sgl-project/sglang); the user's fork is irrelevant here.gh auth status already passing; if not, surface the auth error and stop.