stalwart-migrator/ARCHITECTURE.md

stalwart-migrator — Architecture

Status: design, no implementation yet. Scope: upgrade a Stalwart Mail Server in place from 0.15.5 to the current latest release (0.16.14 as of 2026-08-19) with no data loss, a working rollback at every step, and an automated post-migration validation pass.

1. Why this isn't a thin wrapper

Stalwart does not ship an automated upgrade tool today (planned for 1.0, targeted H1 2026, not yet released). 0.15.5 → 0.16.x is a major boundary, not a patch bump, and it is unusually dangerous to automate naively:

• The v0.15 → v0.16 config model changes completely: multiple TOML files plus DB-resident settings collapse into one config.json that describes only the datastore connection, with everything else moved into JMAP-managed objects.
• Account names change from bare usernames to full email addresses; DAV URLs change (/dav/cal/alice → /dav/cal/alice%40example.com).
• On first v0.16 start, the server irreversibly deletes all directory records (users/groups/domains/tenants/OAuth clients), all settings, DMARC/ TLS/ARF reports, pending tasks, telemetry, spam training samples, and quota counters. Mail/calendar/contact data is untouched, but everything else is gone unless captured first.
• Migration requires a manual "recovery mode" boot of the new binary, then an external tool (stalwart-cli apply) replays a converted settings snapshot into it over HTTP while it's up in that special mode — a multi-process, multi-terminal, stateful procedure with no built-in resumability.
• In a cluster, every node must be stopped before migration starts; one node left on v0.15 corrupts the shared store.
• Real-world failure mode already reported in the wild: post-migration WebUI login breaks because the UI now requires HTTPS via defaultHostname, not plain IP access — a config/DNS issue, not a data issue, but it reads as "the migration broke everything" to an operator.
• Not all settings migrate automatically: SMTP listeners, routing, rate limits, spam rules, and auth backends are explicitly not carried over by Stalwart's own conversion script and must be recreated or replayed from a separately captured snapshot.

None of this is exotic — it's exactly what Stalwart's own UPGRADING/v0_16.md and resources/scripts/migrate_v016.py already do. This project's job is to turn that fragile, manual, two-terminal runbook into a single supervised, checkpointed, reversible operation — and to keep working as new releases land on top of 0.16.x, most of which (0.16.1–0.16.14, per changelog) are pure patch/feature releases with no schema migration, i.e. a binary swap + smoke test, not a full migration.

2. Design goals / non-goals

Goals

• Zero data loss for mail, calendar, and contact content (the one thing Stalwart itself guarantees is untouched — everything else is on us).
• Every phase has a defined, tested undo. Nothing destructive happens until a verified backup exists.
• Fully automated happy path; the operator answers a preflight confirmation once, then watches (or walks away and checks the report).
• Resumable: if the process dies mid-migration (crash, SSH drop, OOM), a re-run picks up from the last completed checkpoint instead of redoing or, worse, double-applying destructive steps.
• Works across the deployment shapes Stalwart actually supports: systemd + bare binary, Docker/Compose, and single-node vs. cluster — with embedded (RocksDB/SQLite) or external (PostgreSQL/MySQL/FoundationDB) stores.
• Extensible to future major boundaries (0.16 → 1.0 and beyond) without a rewrite: version-boundary logic is pluggable, not hardcoded into the core engine.

Non-goals

• Not a general Stalwart config management tool (no drift detection, no day-2 ops beyond the migration window).
• Not a replacement for routine backups — it produces a migration-time backup as a side effect, but ongoing backup policy is the operator's job (Stalwart's own guidance: import/export is explicitly not a backup substitute; Vandelay per-account export is the documented backup tool).
• Not a cross-major-version skip tool. If the source is older than 0.15.x, the tool requires stepping to 0.15.x first (this matches Stalwart's own stated constraint — see UPGRADING notes).
• No support for editing mail content during migration (no format conversion beyond what Stalwart's own store migration does).

3. High-level flow

 ┌─────────────┐   ┌───────────┐   ┌────────────┐   ┌───────────────┐   ┌────────────┐   ┌────────────┐
 │  PREFLIGHT  │──▶│  BACKUP   │──▶│ STAGE NEW  │──▶│ RECOVERY-MODE │──▶│  CUTOVER   │──▶│  VALIDATE  │
 │  (checks,   │   │ (defense  │   │  BINARY +  │   │   MIGRATE     │   │ (swap, up, │   │ (functional│
 │  dry-run)   │   │ in depth) │   │  config    │   │ (apply plan)  │   │  smoke)    │   │  + counts) │
 └─────────────┘   └───────────┘   └────────────┘   └───────────────┘   └────────────┘   └────────────┘
        │                 │                │                 │                 │                │
        └─────────────────┴────────────────┴─── on failure ──┴─────────────────┴──▶  ROLLBACK

Each box is a phase; each phase is a sequence of idempotent, checkpointed steps. State is persisted to disk after every step (§5), so the whole pipeline can be killed and re-invoked safely.

For a pure patch bump within 0.16.x (no schema change per Stalwart's changelog through 0.16.14), the plan collapses to: PREFLIGHT → BACKUP → STAGE → CUTOVER → VALIDATE, skipping the recovery-mode phase entirely (see §4.6).

4. Phases

4.1 Preflight

Read-only. Aborts before touching anything if a hard blocker is found; warns and asks for confirmation on soft blockers.

• Detect current Stalwart version (stalwart --version, or JMAP Core/echo/session endpoint if remote).
• Refuse to run if current version is outside the tool's supported starting range (must be ≥0.15.0; older installs are told to upgrade to 0.15.x first, per Stalwart's own guidance).
• Detect topology: systemd unit vs. Docker container vs. Compose, single node vs. cluster member count (via config/cluster settings), reachable peer nodes.
• Cluster gate: refuse to proceed unless every node in the cluster is confirmed stopped (mirrors the documented hard requirement — one live v0.15 node during migration corrupts the store).
• Detect store backend(s): RocksDB, SQLite, FoundationDB, PostgreSQL, MySQL, plus configured blob store (local FS / S3-compatible) and FTS backend (native / Elasticsearch).
• Disk space check: require free space ≥ N× current data directory size (embedded stores need a full copy for the backup step; default threshold configurable, hard-fail below a safety floor).
• Resolve and download the target binary/image, verify checksum/signature against the published release.
• Fetch and pin the exact upstream migrate_v016.py (or its 0.16-successor equivalent) revision, hash it, vendor the hash into the run's checkpoint record — we depend on it as an external, versioned dependency, not a static local copy that can silently drift from upstream.
• Dry-run the settings dump against the live server (read-only JMAP calls) to confirm admin credentials and API reachability before anything destructive is scheduled.
• Snapshot pre-migration facts used later for validation: account count, per-account mailbox message counts (IMAP STATUS), domain list, DKIM key fingerprints, TLS cert fingerprints, listener port list. Stored alongside the checkpoint, not derived after the fact.
• Emit a plain-language plan summary and require explicit confirmation (--yes to skip interactively, but never by default).

4.2 Backup — defense in depth

No single backup mechanism is trusted alone, because the risk profile is different at each layer:

1. Filesystem/DB snapshot (infra-level, fast, whole-store):
   • Embedded (RocksDB/SQLite): stop-the-world cp -a of the data directory (or LVM/ZFS snapshot if available — preferred, since it doesn't require the copy to finish before the next step) to a sibling path (<datadir>.v0155-backup), never overwriting source.
   • External SQL (Postgres/MySQL): targeted dump of the critical table set Stalwart's own guide calls out (s d r h b g j f u for Postgres; equivalent for MySQL), not a full-instance dump — matches the documented, tested restore path and stays fast on large installs.
   • FoundationDB: fdbbackup against the configured cluster.
2. Settings/principals export (the migrate_v016.py dump step): captured during preflight and re-captured immediately before cutover, so the export used for the apply reflects the last-known-good state, not a stale preflight snapshot if time has passed.
3. Per-account content export (Vandelay/JMAP): for installations under an operator-configurable account-count threshold, take a belt-and-suspenders full vandelay import (i.e. export-to-file) of every account into self-contained per-account SQLite archives. This is independent of storage backend and of the in-place migration path entirely — if everything else somehow goes wrong, mail content is recoverable via Stalwart's own documented import path into a clean instance. Skipped above the threshold by default (time cost), but available as --full-content-backup regardless of size.
4. Binary preservation: old binary is moved aside (stalwart.v0155), never deleted, so rollback doesn't depend on re-downloading anything.

Every backup artifact is checksummed and the checksum recorded in the checkpoint file. Before moving past this phase, the tool verifies the filesystem backup by opening it read-only with the old binary in a throwaway temp directory and confirming it reports the expected version and a sane account count — catching a corrupt or partial copy before it's relied on, not after a failed rollback.

4.3 Stage

• Install target binary alongside the old one (never overwrite in place).
• Run migrate_v016.py convert against the fresh dump to produce config.json + export.json, applying path rewrites for Docker/volume layouts detected in preflight.
• Additionally generate an apply-plan for the settings Stalwart's script does not carry over — SMTP listeners, routing rules, rate limits, spam rules, auth backend config — by diffing the old effective config against the new schema and emitting a best-effort JMAP object set for stalwart-cli apply. This is flagged clearly as best-effort and included in the final report for manual review; it's the one part of the documented procedure that's explicitly manual today, and silently getting it wrong (rather than flagging it) would be worse than not attempting it.
• Stage new systemd unit / Compose file changes without activating them.

4.4 Recovery-mode migration

This is the phase most exposed to partial-failure — it drives an external process (the new Stalwart binary) through an undocumented-duration startup, then drives a second external process (stalwart-cli apply) against it over HTTP. Both are supervised with explicit timeouts and health polling, not fire-and-forget:

1. Stop the old service.
2. Start the new binary in the foreground with STALWART_RECOVERY_MODE=1 and a freshly generated one-time STALWART_RECOVERY_ADMIN credential (random, never the operator's real password, never logged).
3. Poll the recovery HTTP endpoint until healthy or a timeout elapses; on timeout, capture logs and fail into the rollback path rather than hanging indefinitely.
4. Run stalwart-cli apply --file export.json, then the generated best-effort settings plan from §4.3, capturing full output.
5. Verify the apply reported success for every object (the tool parses the apply-tool's structured output rather than trusting exit code alone — partial application with a zero exit code is exactly the kind of silent failure this tool exists to catch).
6. Stop recovery mode cleanly (SIGTERM, not SIGKILL, to let it flush).

Checkpointed after each numbered step, so a crash between "apply succeeded" and "recovery mode stopped" resumes at step 6 instead of re-running apply against an already-migrated store.

4.5 Cutover

• Update the real systemd unit / Compose config to point at the new binary and config, without the recovery env vars (leaving STALWART_RECOVERY_MODE=1 set is a documented footgun — it would recovery- boot on every restart).
• Start the service normally.
• Wait for healthy JMAP session response.
• Trigger disk-quota (and tenant-quota, if multi-tenant) recalculation via the management API, and poll the task queue until it completes rather than firing and moving on.

4.6 Patch-bump fast path

For an already-0.16.x install moving to a newer 0.16.x patch (the common case after the initial major migration, and per the changelog the case for every release from 0.16.1 through 0.16.14 so far): preflight confirms no schema-migration flag is set for the target version, and the plan skips §4.4 entirely — binary swap, restart, same validation suite as §4.7. This is intentionally the same engine with a shorter plan, not a separate code path, so it doesn't rot independently.

4.7 Post-migration validation

Runs automatically after cutover; failure here triggers rollback (§4.8) unless --no-auto-rollback was passed, in which case it just reports and exits non-zero.

• Version check: reported server version matches the target exactly.
• Auth check: WebUI login succeeds over the configured hostname via HTTPS (not bare IP) — this directly targets the real-world post-0.16 login failure mode found in the field.
• Protocol reachability: JMAP session, IMAP, SMTP (submission + MTA), POP3, ManageSieve, CalDAV/CardDAV endpoints all accept a handshake on their configured ports.
• Directory integrity: account/domain/group counts match the preflight snapshot exactly (accounting for the bare-username → email-address rewrite, which the tool resolves by comparing normalized identities, not raw strings).
• Content integrity — the core no-data-loss check: per-account IMAP STATUS (MESSAGES) compared against the preflight snapshot for every mailbox of every account (or a statistically sampled subset above a configurable account-count threshold, with the full sweep always available via --full-validation). Any mismatch is a hard failure.
• DKIM/TLS check: key fingerprints and cert validity match or are intentionally rotated (new-key generation is an expected v0.16 behavior, not a bug — the check distinguishes "changed as documented" from "missing").
• DNS check: for domains under Stalwart's automatic DNS management (new in 0.16), diff expected vs. actual published records and flag drift rather than assume the automation ran correctly.
• Mail-flow smoke test: send one real message through SMTP submission to a dedicated canary mailbox and confirm it's retrievable via IMAP within a timeout — the one end-to-end check that nothing upstream can fake.
• Quota check: recalculation task (§4.5) completed and reported numbers are non-zero/sane where preflight showed non-zero usage.

Output is a single structured report (JSON + human summary): pass/fail per check, with enough detail to hand to the operator or to a rollback decision.

4.8 Rollback

Two triggers: automatic (validation failure, unless disabled) or manual (stalwart-migrate rollback <run-id>, usable any time up to a "rollback window closed" checkpoint the operator explicitly confirms once they're satisfied — see §6).

Procedure, checkpoint-resumable like everything else:

1. Stop the new service (or recovery-mode process, if failure happened there).
2. Restore the filesystem/DB backup from §4.2 to the original path (<datadir>.v0155-backup → <datadir>), or restore the targeted SQL dump for external databases.
3. Restore the old systemd unit / Compose config.
4. Restart the preserved old binary.
5. Re-run a reduced version of the §4.7 validation suite against the restored instance (version check, protocol reachability, directory counts) to confirm rollback actually worked rather than assuming it did.
6. Report clearly that the instance is back on 0.15.5 and the new-version artifacts (staged binary, export.json, apply-plan) are preserved untouched for a retry after the underlying issue is fixed.

Rollback never deletes anything from the failed attempt — a second forward attempt reuses the existing backup and dumps rather than re-capturing (faster retry, and one fewer chance for the retry's own backup step to fail).

Status: not yet implemented. stalwart-migrate run without --dry-run currently refuses to proceed, precisely because this phase doesn't exist yet — committing to a real cutover without a working rollback would violate the one guarantee this tool exists to provide. §4.9 covers what does work today.

4.9 Dry run

stalwart-migrate run --dry-run runs the real migration mechanics against a disposable sandbox clone of the data, so an operator can get genuine confidence before committing to a real cutover — not a simulation that skips the fragile parts, the actual recovery-mode migration (§4.4) and a post-migration boot check, just pointed somewhere disposable:

1. Preflight (§4.1) runs for real, read-only, against the live instance.
2. Backup (§4.2) runs for real too, with one exception: SkipBinaryPreservation is set, so the production binary at the real install path is never moved aside. Taking a consistent filesystem snapshot of an embedded store still means the live service should be stopped first (the same requirement Stalwart's own export tooling has) — this tool doesn't automate that stop/start today (no systemd/Docker control exists yet), so a dry-run without a manual stop first is a best-effort snapshot of a live, in-use store, and the CLI says so.
3. Convert: migrate_v016.py convert turns the settings/principals dump into config.json + export.json, using the script's own documented --patch-paths <old>=<new> flag to point the generated config at the sandbox data directory instead of the real one. This is the officially documented mechanism for exactly this kind of path redirection — the tool deliberately does not try to rewrite config.json's contents itself, since depending on its exact schema (which has already changed once, 0.15 → 0.16) is a correctness risk this tool avoids wherever an official alternative exists.
4. The verified backup copy is cloned again into the sandbox directory (never reusing the same directory recovery mode is about to mutate as the one rollback would restore from).
5. Recovery-mode migration (§4.4) runs for real against the sandbox: the actual target binary, actual STALWART_RECOVERY_MODE=1 boot, actual stalwart-cli apply.
6. Boot check + content integrity: the migrated sandbox is started once more as an ordinary boot (no recovery-mode env vars) and polled until its HTTP listener answers, confirming the migrated store doesn't just accept a settings apply but actually comes up cleanly afterward. If preflight captured a pre-migration snapshot (§4.1, requires --admin-url), the same boot is then used to capture a fresh post-migration snapshot and compare the two — this is the actual no-data-loss guarantee, not just "the mechanics ran": every account and mailbox from before must still be found afterward (matching by exact name, falling back to the part before @ since v0.16's own migration rewrites bare usernames to full email addresses) with an identical message count. A mismatch or a missing account fails the check. This covers the message-count half of §4.7's full suite; DKIM/TLS fingerprint checks and a live mail-flow SMTP→IMAP smoke test are still open.
7. Every byte written by steps 2–6 (the fs-backup copy, settings/principals dumps, downloaded migrate_v016.py, sandbox clone, and generated config.json/export.json) lives under one per-run directory (work-dir/<run-id>), which is removed on every exit path - success, a failed check partway through, or an early refusal - via a deferred cleanup, not just the happy path. The only thing left behind afterward is the checkpoint's state.json under --state-dir: a small structured success/failure log (which check failed and why), not bulk data. --keep-artifacts opts out for inspecting a failure. Nothing at the real binary path, the real service, or the real data directory's contents is ever mutated by steps 2–6 in the first place.

A same-boundary patch bump (§4.6) has no recovery phase to simulate — dry run for that plan is just preflight + backup.

5. State machine / checkpointing

Every run gets a run-id and a checkpoint file (/var/lib/stalwart-migrator/runs/<run-id>/state.json) written after each step completes, containing: run-id, source/target version, current phase/step, timestamps, artifact paths + checksums, and the preflight snapshot facts used by validation. Steps are pure functions of (checkpoint-state → new-state); re-invoking stalwart-migrate run with an in-progress run-id resumes at the first incomplete step. Steps are written to be safe to re-run if they were interrupted mid-execution (e.g. the filesystem copy step checks for and resumes/redoes a partial copy rather than trusting a checkpoint that says "started" as if it meant "done").

This is the same shape as a deployment pipeline's state file, deliberately — the risk profile (long-running, multi-process, must survive being killed) is the same problem.

6. CLI surface

stalwart-migrate preflight   [--config PATH] ...              # read-only, prints the report
stalwart-migrate run         --dry-run [--target-binary PATH] ...  # implemented — see §4.9
                              [--keep-artifacts]
                              (without --dry-run: refused today — see §4.8's status note)
stalwart-migrate status      [run-id]                          # implemented
stalwart-migrate rollback    <run-id>                          # not yet implemented (§4.8)
stalwart-migrate confirm     <run-id>                          # not yet implemented
stalwart-migrate report      <run-id>   [--json]                # not yet implemented

run is the only command that mutates anything and it always starts with preflight. Once rollback exists, confirm will be a separate, explicit step so backups aren't pruned just because validation passed automatically — the operator gets a beat to actually use the migrated server before disk space is reclaimed. Default retention if never confirmed: configurable TTL, warns loudly, never auto-deletes silently. Flags shown here are the design intent; run stalwart-migrate <command> -h for the actual current flag set.

7. Project layout (Go, matches this workspace's other CLI tools)

stalwart-migrator/
  cmd/stalwart-migrate/     main.go, preflight.go, run.go, status.go — CLI entry + wiring
  internal/plan/            version-boundary → ordered phase list (§4.6)                 [done]
  internal/checkpoint/      run-id, state.json read/write, resume logic (§5)             [done]
  internal/preflight/       §4.1 checks                                                  [done]
  internal/backup/          §4.2 — fs/db snapshot, settings dump+convert, Vandelay export [done]
  internal/recovery/        §4.4 — recovery-mode process supervision + apply             [done]
  internal/validate/        §4.7 — boot-check + content-integrity done; DKIM/TLS + mail-flow not yet [partial]
  internal/rollback/        §4.8                                                         [not started]
  internal/stalwartapi/     Ping + AccountSnapshot, incl. per-mailbox counts via impersonation (§8) [done]
  internal/config/          tool's own config (paths, thresholds, credentials handling)  [not started]
  docs/                     this file + phase-specific notes as they get built out

There's no separate internal/stage package: the convert half of migrate_v016.py lives in internal/backup next to dump (same script, same invocation pattern), and the dry-run sandbox-cloning logic that stands in for the rest of §4.3 currently lives directly in cmd/run.go rather than its own package, pending a real cutover phase to generalize it against.

internal/stalwartapi is deliberately the only thing that speaks JMAP/HTTP to Stalwart — every other package depends on it, not on net/http directly, so auth handling and retry/backoff live in one place.

8. Open questions for the next pass

• Credential handling: recovery-mode admin password and any stored JMAP credentials need a real secrets story (env var pass-through is fine for v1, but the checkpoint file must never contain them in plaintext).
• Cluster orchestration: §4.1's cluster gate assumes the operator stops other nodes manually; a v2 could SSH-coordinate that instead. Out of scope for v1.
• migrate_v016.py dependency: pinning by hash is a start, but the script is Stalwart's, not ours — need a policy for what happens when it changes upstream (re-vendor + re-test before bumping the pin, never silently float to main).
• Best-effort settings apply-plan (§4.3): needs real-world testing against a variety of existing SMTP/routing/spam configs before it's trusted un-reviewed; v1 should probably always require operator sign-off on that specific generated plan even with --yes set for everything else. Not started — dry-run currently only replays what migrate_v016.py itself converts.
• Account/mailbox enumeration (stalwartapi.Client.AccountSnapshot): implemented, including per-mailbox message counts. Account count and domains come from x:Account/query + x:Account/get against Stalwart's management API (/api, capability urn:stalwart:jmap), confirmed against crates/jmap/src/principal/{get,query}.rs and docs/ref/object/account.md. Per-mailbox counts needed a second research pass, because a superuser's own JMAP session does not implicitly grant cross-account access — confirmed by reading crates/jmap/src/api/session.rs: the session's accounts map is built solely from the authenticated identity's own membership/sharing grants, unaffected by any admin flag. The real, documented mechanism is Stalwart's impersonate permission (docs/auth/authorization/administrator.md): an account holding it can log in as another account via the composite Basic-auth username <target>%<impersonator>, after which standard RFC 8621 Mailbox/get (property totalEmails) works normally against that impersonated session's own apiUrl (session-discovered per RFC 8620, not the /api management endpoint — confirmed as a distinct endpoint in docs/ref/object/account.md). AccountSnapshot now does this per account it finds; a single account's failure (most likely: impersonate not granted) is recorded in Snapshot.MailboxErrors rather than failing the whole snapshot, so one misconfigured account doesn't hide a working result for every other one. One resolved false alarm worth recording: an initial pass of this same research, reading Stalwart's main branch source directly, reported x:Account apparently replaced by x:Principal/x:Quota. Checking the published docs site directly (which has no principal.md/quota.md page, and still documents x:Account with a working example) showed that was an unreleased/in-development refactor in main, not the interface the current released version actually exposes — a reminder that "read the source" and "read what's actually shipped" can disagree, and it's worth checking both before changing already-working code on the strength of one. Preflight now populates RunState.PreflightSnapshot.MailboxCounts when --admin-url is set, and validate.BootCheck now compares it against a fresh post-migration snapshot as part of the same boot (§4.9 step 6) — proven end-to-end with a live smoke test that deliberately made the "after" instance report fewer messages than the "before" snapshot and confirmed the dry run failed loudly with the exact before/after counts, rather than just trusting that. Still open: preflight/validate always attempt every account serially with no sampling/threshold, which could be slow on a large install — --full-validation's sampling idea from §4.7 hasn't been built yet for this; and DKIM/TLS fingerprint checks plus a live mail-flow SMTP→IMAP smoke test (the rest of §4.7's suite) aren't implemented. With this done, recovery, backup, dry-run, and account/ mailbox snapshotting all work end-to-end, and dry-run's comparison is now the closest thing to §4.7's actual no-data-loss guarantee this tool has — the remaining major gap is internal/rollback and real cutover (below).
• No real cutover or rollback yet: internal/rollback doesn't exist, and neither does any systemd/Docker service control. run without --dry-run refuses for exactly this reason. Building rollback first - before wiring a real cutover - is deliberate: this tool should never be able to commit to a change it can't undo.
• Dry-run's un-stopped backup snapshot (§4.9 step 2): without service control, a dry-run backs up a live, in-use store unless the operator stops it manually first. Worth revisiting once service control exists, so dry-run can offer to do this safely itself.

Sources

Grounded in Stalwart's own documentation and community reports as of 2026-08-19:

• UPGRADING/v0_16.md — exact migration procedure this tool automates
• UPGRADING/v0_15.md — prior breaking-change boundary
• Database Migration docs
• Backup docs (Vandelay)
• Upgrading guide
• v0.16 blog post
• Discussion #2892 — breaking changes overview
• Discussion #3004 — upgrading Q&A
• Discussion #3025 — real post-migration WebUI login failure
• CHANGELOG.md — confirms 0.16.1–0.16.14 carry no further schema migrations