magicciv/scripts/run/dist.sh

#!/usr/bin/env bash
# Distributed test/train dispatch — fan the iteration loop across the DigitalOcean
# test fleet. Sourced by ./run (defines cmd_dist_*). Auto-registered via the
# cmd_<verb>_<target> name-dispatch, so no edit to the top-level `run` is needed.
#
#   ./run dist:up   <workers> [size] [region]            spin the fleet up
#   ./run dist:sim  <games> [turn_limit] [--destroy-after] fan a sim batch across it
#   ./run dist:train <total_steps> [--destroy-after]       fan an RL sweep across it
#   ./run dist:down                                         tear it down (zero cost)
#
# Requires: TF_VAR_do_token in env, terraform on PATH, and a coordinator with
# GNU coreutils (autoplay-batch.sh uses `realpath -m`).

_DIST_TF_DIR_REL="infra/terraform/test-fleet"

_dist_repo_root() { (cd "$(dirname "${BASH_SOURCE[0]}")/../.." && pwd); }

_dist_tf() {
  local root
  root="$(_dist_repo_root)"
  terraform -chdir="$root/$_DIST_TF_DIR_REL" "$@"
}

_dist_read_hosts() {
  # Echo one "<user>@<ip>" per line from the inventory, skipping comments/blanks.
  local inv="$1"
  grep -vE '^\s*(#|$)' "$inv" 2>/dev/null || true
}

_dist_wait_ready() {
  # Block until each worker's cloud-init finishes — it copies the fleet key to the
  # build user and git-pulls. DO's boot agent install delays runcmd 1-3 min, so the
  # build user isn't ssh-able until then. We ssh as root (authorized immediately) to wait.
  local root inv host ip
  root="$(_dist_repo_root)"; inv="$root/.local/fleet/inventory"
  [ -f "$inv" ] || return 0
  while IFS= read -r host; do
    ip="${host#*@}"
    printf '  waiting for %s cloud-init... ' "$ip"
    local _i
    for _i in $(seq 1 36); do
      ssh -n -o StrictHostKeyChecking=accept-new -o ConnectTimeout=8 -o BatchMode=yes -i ~/.ssh/id_mc_fleet "root@$ip" true 2>/dev/null && break
      sleep 5
    done
    ssh -n -o BatchMode=yes -i ~/.ssh/id_mc_fleet "root@$ip" 'cloud-init status --wait >/dev/null 2>&1 || true' 2>/dev/null
    echo "ready"
  done < <(_dist_read_hosts "$inv")
}

cmd_dist() {
  cat <<'EOF'
Distributed test/train fleet (DigitalOcean). Set TF_VAR_do_token first.
  ./run dist:check                                     offline: fmt + validate + mocked test (no token/spend)
  ./run dist:image [--cold]                            (re)build golden image — incremental by default (~3-8min vs ~20 cold)
  ./run dist:prune [keep=2]                             delete superseded golden snapshots (~$0.40/mo each)
  ./run dist:up   <workers> [size] [region]            e.g. ./run dist:up 10
  ./run dist:sim  <games> [turn_limit] [--destroy-after]
  ./run dist:train <total_steps> [--destroy-after]
  ./run dist:test                                      cargo test --workspace on a worker
  ./run dist:build                                     cargo build + wasm on a worker (wasm rsync'd back)
  ./run dist:publish                                   build once → upload .so/wasm to the artifact Space (keyed by sha)
  ./run dist:fetch                                     download the prebuilt .so for HEAD's sha (skip recompile)
  ./run dist:sync [ref]                                git pull → fetch prebuilt .so if published, else build
  ./run dist:models {push <src> <name>|pull <name> <dest>|ls}   share RL models via the Space
  ./run dist:render <res://scene.tscn> <out.png>       render a proof scene (software weston, no GPU) → png
  ./run dist:down
EOF
}

cmd_dist_check() {
  # Offline IaC verification — no DigitalOcean token, no API, no servers, no cost.
  # fmt (style) + validate (schema typecheck) + test (mocked-provider behaviour).
  local root
  root="$(_dist_repo_root)"
  local dir="$root/$_DIST_TF_DIR_REL"
  echo "== terraform fmt =="
  terraform -chdir="$dir" fmt -check -recursive || { echo "fmt: run 'terraform -chdir=$dir fmt'" >&2; return 1; }
  echo "== terraform init (providers only) =="
  terraform -chdir="$dir" init -backend=false -input=false >/dev/null || return 1
  echo "== terraform validate (schema typecheck) =="
  terraform -chdir="$dir" validate || return 1
  echo "== terraform test (mocked digitalocean) =="
  terraform -chdir="$dir" test || return 1
  echo "dist:check OK — config is valid, no resources touched."
}

cmd_dist_image() {
  # (Re)build the golden image. INCREMENTAL by default: builds FROM the newest
  # mc-golden snapshot, so provision.sh (idempotent) only redoes changed work
  # (~3-8 min). --cold builds from stock Ubuntu (~20 min) — resets accumulated
  # layer cruft; run occasionally. Needs ~/.vault/{do_pat_mc,mc_forge_creds}.
  local cold=false a
  for a in "$@"; do [ "$a" = "--cold" ] && cold=true; done
  local root pat
  root="$(_dist_repo_root)"
  pat="$(cat ~/.vault/do_pat_mc 2>/dev/null)"
  [ -n "$pat" ] || { echo "no ~/.vault/do_pat_mc" >&2; return 1; }
  export DIGITALOCEAN_TOKEN="$pat"
  # shellcheck disable=SC1090
  . ~/.vault/mc_forge_creds
  export PKR_VAR_git_remote="http://${ADMIN_USER}:${ADMIN_PASS}@${FORGE_IP}:3000/mcadmin/magicciv.git"
  PKR_VAR_fleet_pubkey="$(cat ~/.ssh/id_mc_fleet.pub)"; export PKR_VAR_fleet_pubkey
  local base="ubuntu-24-04-x64" prev
  if ! $cold; then
    prev="$(curl -s -H "Authorization: Bearer $pat" "https://api.digitalocean.com/v2/snapshots?resource_type=droplet&per_page=200" \
      | python3 -c "import sys,json;s=[x for x in json.load(sys.stdin)['snapshots'] if x['name'].startswith('mc-golden')];s.sort(key=lambda x:x['created_at']);print(s[-1]['id'] if s else '')" 2>/dev/null)"
    if [ -n "$prev" ]; then base="$prev"; echo "INCREMENTAL rebuild from snapshot $base (pass --cold for a full rebuild)"; else echo "no prior golden — cold build"; fi
  else
    echo "COLD rebuild from $base"
  fi
  export PKR_VAR_base_image="$base"
  ( cd "$root/infra/packer" && packer init golden-image.pkr.hcl >/dev/null && packer build golden-image.pkr.hcl )
  echo "tip: each rebuild leaves a snapshot (~\$0.40/mo) — './run dist:prune' deletes superseded ones."
}

cmd_dist_prune() {
  # Delete superseded golden snapshots, keeping the newest N (default 2).
  local keep="${1:-2}" pat old id
  pat="$(cat ~/.vault/do_pat_mc 2>/dev/null)"
  [ -n "$pat" ] || { echo "no ~/.vault/do_pat_mc" >&2; return 1; }
  old="$(curl -s -H "Authorization: Bearer $pat" "https://api.digitalocean.com/v2/snapshots?resource_type=droplet&per_page=200" \
    | python3 -c "import sys,json;s=[x for x in json.load(sys.stdin)['snapshots'] if x['name'].startswith('mc-golden')];s.sort(key=lambda x:x['created_at']);[print(x['id']) for x in s[:-${keep}]]" 2>/dev/null)"
  [ -n "$old" ] || { echo "nothing to prune (<= $keep golden snapshots)"; return 0; }
  for id in $old; do
    curl -s -o /dev/null -w "  pruned golden snapshot $id: http %{http_code}\n" -X DELETE -H "Authorization: Bearer $pat" "https://api.digitalocean.com/v2/snapshots/$id"
  done
}

cmd_dist_up() {
  local n="${1:-}"
  [[ "$n" =~ ^[0-9]+$ ]] || { echo "usage: ./run dist:up <workers> [size] [region]" >&2; return 1; }
  : "${TF_VAR_do_token:?export TF_VAR_do_token=<DigitalOcean API token> first}"
  local args=(-auto-approve -var "workers=$n")
  [ -n "${2:-}" ] && args+=(-var "size=$2")
  [ -n "${3:-}" ] && args+=(-var "region=$3")
  _dist_tf init -input=false >/dev/null
  _dist_tf apply "${args[@]}" || { echo "dist:up FAILED — terraform apply errored (see above)" >&2; return 1; }
  echo "fleet up: $n worker(s) — waiting for cloud-init before they're usable..."
  _dist_wait_ready
  echo "fleet ready. inventory: $(_dist_repo_root)/.local/fleet/inventory"
}

cmd_dist_down() {
  : "${TF_VAR_do_token:?export TF_VAR_do_token=<DigitalOcean API token> first}"
  _dist_tf apply -auto-approve -var "workers=0"
  echo "fleet down (workers=0): zero compute cost, snapshot only (~$0.40/mo)."
}

cmd_dist_sim() {
  local total="${1:-}" turn="${2:-300}" destroy=false
  local a
  for a in "$@"; do [ "$a" = "--destroy-after" ] && destroy=true; done
  [[ "$total" =~ ^[0-9]+$ ]] || { echo "usage: ./run dist:sim <total_games> [turn_limit] [--destroy-after]" >&2; return 1; }

  local root inv
  root="$(_dist_repo_root)"
  inv="$root/.local/fleet/inventory"
  [ -f "$inv" ] || { echo "no inventory at $inv — run ./run dist:up <N> first" >&2; return 1; }

  local hosts=()
  while IFS= read -r line; do hosts+=("$line"); done < <(_dist_read_hosts "$inv")
  local n=${#hosts[@]}
  [ "$n" -gt 0 ] || { echo "inventory empty — fleet is down" >&2; return 1; }

  local stamp results shard
  stamp="$(date +%Y%m%d_%H%M%S)"
  results="$root/.local/iter/$stamp"
  mkdir -p "$results"
  shard=$(( (total + n - 1) / n )) # ceil(total / n)
  echo "distributing $total game(s) over $n worker(s): ~$shard each, turn_limit=$turn"
  echo "results → $results"

  local pids=() i=0 host offset cnt cores
  for host in "${hosts[@]}"; do
    offset=$(( i * shard ))
    cnt=$shard
    (( offset + cnt > total )) && cnt=$(( total - offset ))
    (( cnt <= 0 )) && break
    cores="$(ssh -o BatchMode=yes -o StrictHostKeyChecking=accept-new "$host" nproc 2>/dev/null || echo 8)"
    echo "  [$host] seeds $(( offset + 1 ))..$(( offset + cnt ))  PARALLEL=$cores"
    AUTOPLAY_HOST="$host" SEED_OFFSET="$offset" PARALLEL="$cores" \
      bash "$root/tools/autoplay-batch.sh" "$cnt" "$turn" "$results" \
      >"$results/dispatch_worker_${i}.log" 2>&1 &
    pids+=($!)
    i=$(( i + 1 ))
  done

  local fail=0 p
  for p in "${pids[@]}"; do wait "$p" || fail=$(( fail + 1 )); done

  local produced
  produced="$(find "$results" -name turn_stats.jsonl -type f 2>/dev/null | wc -l | tr -d ' ')"
  echo "----------------------------------------------------------------"
  echo "distributed sim done: $produced game(s) produced turn_stats under $results"
  [ "$fail" -eq 0 ] || echo "WARNING: $fail worker batch(es) errored — see $results/dispatch_worker_*.log" >&2

  $destroy && { echo "--destroy-after → tearing down"; cmd_dist_down; }
  [ "$fail" -eq 0 ]
}

cmd_dist_train() {
  # v1 blocking sweep: one training run per worker (distinct seed + run-name),
  # then pull the models back. Detached orchestration is the documented follow-up.
  local steps="${1:-1000000}" destroy=false
  local a
  for a in "$@"; do [ "$a" = "--destroy-after" ] && destroy=true; done
  [[ "$steps" =~ ^[0-9]+$ ]] || { echo "usage: ./run dist:train <total_steps> [--destroy-after]" >&2; return 1; }

  local root inv
  root="$(_dist_repo_root)"
  inv="$root/.local/fleet/inventory"
  [ -f "$inv" ] || { echo "no inventory at $inv — run ./run dist:up <N> first" >&2; return 1; }

  local hosts=()
  while IFS= read -r line; do hosts+=("$line"); done < <(_dist_read_hosts "$inv")
  local n=${#hosts[@]}
  [ "$n" -gt 0 ] || { echo "inventory empty — fleet is down" >&2; return 1; }

  local stamp results
  stamp="$(date +%Y%m%d_%H%M%S)"
  results="$root/.local/train/$stamp"
  mkdir -p "$results"
  echo "fanning $n training run(s) × $steps steps (CPU). results → $results"

  local repo_remote="Code/@projects/@magic-civilization"
  local pids=() i=0 host seed run
  for host in "${hosts[@]}"; do
    seed=$(( 42 + i ))
    run="dist-${stamp}-w${i}"
    echo "  [$host] run=$run seed=$seed"
    ssh -o BatchMode=yes -o StrictHostKeyChecking=accept-new "$host" \
      "cd ~/$repo_remote && python3 -m tooling.rl_self_play.train --run-name '$run' --seed $seed --total-steps $steps --device cpu" \
      >"$results/train_worker_${i}.log" 2>&1 &
    pids+=($!)
    i=$(( i + 1 ))
  done

  local fail=0 p
  for p in "${pids[@]}"; do wait "$p" || fail=$(( fail + 1 )); done

  # Pull each worker's model dir back.
  i=0
  for host in "${hosts[@]}"; do
    run="dist-${stamp}-w${i}"
    rsync -az "$host:~/$repo_remote/tooling/rl_self_play/models/$run" "$results/" 2>/dev/null || \
      echo "  note: no model dir for $run on $host (check $results/train_worker_${i}.log)"
    i=$(( i + 1 ))
  done

  echo "----------------------------------------------------------------"
  echo "distributed train done under $results"
  [ "$fail" -eq 0 ] || echo "WARNING: $fail run(s) errored — see $results/train_worker_*.log" >&2

  $destroy && { echo "--destroy-after → tearing down"; cmd_dist_down; }
  [ "$fail" -eq 0 ]
}

# ── compute offload (single worker) ──────────────────────────────────────────
# Run heavy build/test compute on a DO worker instead of plum (M2 Air). Workers
# already carry the toolchain (golden image) + repo (cloud-init git pull).

_dist_first_host() {
  local inv h
  inv="$(_dist_repo_root)/.local/fleet/inventory"
  [ -f "$inv" ] || return 1
  h="$(_dist_read_hosts "$inv" | head -1)"
  [ -n "$h" ] || return 1   # inventory present but no live host (e.g. "fleet is down")
  printf '%s\n' "$h"
}

cmd_dist_sync() {
  # Pull the given ref on every live worker, then make the GDExtension current:
  # fetch the prebuilt .so for that sha from the artifact Space if it exists
  # (seconds), else build it. So a mid-session code change reaches the fleet
  # without an image rebuild, and N workers share one published build.
  local ref="${1:-main}"
  local root inv host senv
  root="$(_dist_repo_root)"
  inv="$root/.local/fleet/inventory"
  [ -f "$inv" ] || { echo "no fleet — run ./run dist:up <N> first" >&2; return 1; }
  senv="$(_dist_spaces_env 2>/dev/null || true)"  # empty → workers just build
  local pids=() p fail=0
  while IFS= read -r host; do
    echo "[$host] sync → $ref (fetch prebuilt .so, else build)"
    ssh -o BatchMode=yes -o StrictHostKeyChecking=accept-new -i "$HOME/.ssh/id_mc_fleet" "$host" \
      "$senv SPACE='$_DIST_SPACE' SO_PATH='$_DIST_SO_PATH' REF='$ref' bash -s" <<'REMOTE' &
set -e
cd ~/Code/@projects/@magic-civilization
git fetch --depth=1 origin "$REF" && git reset --hard FETCH_HEAD
SHA=$(git rev-parse HEAD)
. ~/.cargo/env
if [ -n "${RCLONE_S3_ACCESS_KEY_ID:-}" ] && rclone copyto ":s3:$SPACE/builds/$SHA/libmagic_civ_physics.x86_64.so" "$SO_PATH" 2>/dev/null; then
  echo "  [$SHA] fetched prebuilt .so (no rebuild)"
else
  ( cd src/simulator && bash build-gdext.sh ) && echo "  [$SHA] built .so (cache miss)"
fi
REMOTE
    pids+=($!)
  done < <(_dist_read_hosts "$inv")
  for p in "${pids[@]}"; do wait "$p" || fail=$(( fail + 1 )); done
  [ "$fail" -eq 0 ] && echo "synced all workers to $ref" || { echo "$fail worker(s) failed sync" >&2; return 1; }
}

cmd_dist_test() {
  # Offload the Rust test suite to one fast worker (slow on the M2 Air).
  local host repo
  host="$(_dist_first_host)" || { echo "no fleet — run ./run dist:up 1 c-8 first" >&2; return 1; }
  repo="Code/@projects/@magic-civilization"
  echo "running cargo tests on $host ..."
  ssh -n -o BatchMode=yes -o StrictHostKeyChecking=accept-new -i "$HOME/.ssh/id_mc_fleet" "$host" "
    set -e
    cd ~/$repo/src/simulator && . ~/.cargo/env
    if command -v cargo-nextest >/dev/null 2>&1; then cargo nextest run --workspace; else cargo test --workspace; fi
  "
}

cmd_dist_build() {
  # Offload the workspace build for fast compile feedback, and bring back the
  # platform-independent WASM artifact. The native .so is linux-only and stays
  # on the worker (plum builds its own macOS .dylib locally).
  local host root repo
  host="$(_dist_first_host)" || { echo "no fleet — run ./run dist:up 1 first" >&2; return 1; }
  root="$(_dist_repo_root)"
  repo="Code/@projects/@magic-civilization"
  echo "building workspace + wasm on $host ..."
  ssh -n -o BatchMode=yes -o StrictHostKeyChecking=accept-new -i "$HOME/.ssh/id_mc_fleet" "$host" "
    set -e
    cd ~/$repo/src/simulator && . ~/.cargo/env
    cargo build --workspace
    bash build-wasm.sh
  "
  echo "fetching wasm artifact → plum ..."
  mkdir -p "$root/.local/build/wasm"
  rsync -az "$host:~/$repo/.local/build/wasm/" "$root/.local/build/wasm/" 2>/dev/null \
    && echo "wasm → .local/build/wasm/" || echo "note: no wasm at .local/build/wasm/ on worker"
}

cmd_dist_render() {
  # Render a proof scene on a worker (software weston + Mesa llvmpipe, no GPU) and
  # pull the PNG back to plum. Replaces the apricot SCREENSHOT_HOST flow.
  local scene="${1:-}" out="${2:-}"
  [ -n "$scene" ] && [ -n "$out" ] || { echo "usage: ./run dist:render <res://scene.tscn> <out.png> [timeout_s]" >&2; return 1; }
  local host
  host="$(_dist_first_host)" || { echo "no fleet — run ./run dist:up 1 first" >&2; return 1; }
  local user="${host%@*}"
  AUTOPLAY_HOST="$host" \
  PROJECT_ROOT_REMOTE="/home/${user}/Code/@projects/@magic-civilization" \
    bash "$(_dist_repo_root)/tools/capture-proof.sh" "$scene" "$out" "${3:-180}"
}

# ── build-artifact Space (magicciv-artifacts on DO Spaces) ───────────────────
# Build once, publish the linux .so/wasm keyed by git sha; sim/test/AI runners
# fetch the prebuilt artifact instead of recompiling. Creds: ~/.vault/do-spaces-uvlava.*
_DIST_SPACE="magicciv-artifacts"
_DIST_SO_PATH="src/game/engine/addons/magic_civ_physics/libmagic_civ_physics.x86_64.so"

# Emit an `RCLONE_S3_* ...` env-prefix string (DO Spaces creds from the vault) for
# embedding in a remote ssh command. Empty (rc 1) if the keys are missing.
_dist_spaces_env() {
  local ak sk
  ak="$(cat ~/.vault/do-spaces-uvlava.access 2>/dev/null)"
  sk="$(cat ~/.vault/do-spaces-uvlava.secret 2>/dev/null)"
  [ -n "$ak" ] && [ -n "$sk" ] || return 1
  printf "RCLONE_S3_PROVIDER=DigitalOcean RCLONE_S3_ENDPOINT=nyc3.digitaloceanspaces.com RCLONE_S3_ACCESS_KEY_ID='%s' RCLONE_S3_SECRET_ACCESS_KEY='%s'" "$ak" "$sk"
}

cmd_dist_publish() {
  # On a worker: build gdext + wasm, upload to magicciv-artifacts/builds/<sha>/.
  local host senv
  host="$(_dist_first_host)" || { echo "no fleet — ./run dist:up 1 first" >&2; return 1; }
  senv="$(_dist_spaces_env)" || { echo "no DO Spaces creds in ~/.vault/do-spaces-uvlava.*" >&2; return 1; }
  echo "building + publishing artifacts on $host ..."
  ssh -o BatchMode=yes -o StrictHostKeyChecking=accept-new -i "$HOME/.ssh/id_mc_fleet" "$host" \
    "$senv SO_PATH='$_DIST_SO_PATH' SPACE='$_DIST_SPACE' bash -s" <<'REMOTE'
set -e
cd ~/Code/@projects/@magic-civilization
SHA=$(git rev-parse HEAD)
. ~/.cargo/env
( cd src/simulator && bash build-gdext.sh && bash build-wasm.sh )
rclone copyto "$SO_PATH" ":s3:$SPACE/builds/$SHA/libmagic_civ_physics.x86_64.so"
[ -d .local/build/wasm ] && rclone copy .local/build/wasm ":s3:$SPACE/builds/$SHA/wasm/" || true

# Build the pure-Rust sim scenario runner (for horizontal fleet simulation testing of declarative scenarios).
# Workers can fetch the prebuilt binary and run many scenario+seed instances in parallel without recompiles.
( cd src/simulator && cargo build --release -p mc-sim --bin sim_scenario ) || true
SIM_BIN="src/simulator/target/release/sim_scenario"
[ -x "$SIM_BIN" ] && rclone copyto "$SIM_BIN" ":s3:$SPACE/builds/$SHA/bin/sim_scenario" || true

printf 'sha=%s\nbuilt=%s\n' "$SHA" "$(date -u +%FT%TZ)" | rclone rcat ":s3:$SPACE/builds/$SHA/meta.txt"
echo "published builds/$SHA/ (.so + wasm + sim_scenario for scenario tests)"
REMOTE
}

cmd_dist_fetch() {
  # On a worker: fetch the prebuilt .so for the worker's HEAD sha into the addon
  # path instead of recompiling. Nonzero on a cache miss.
  local host senv
  host="$(_dist_first_host)" || { echo "no fleet — ./run dist:up 1 first" >&2; return 1; }
  senv="$(_dist_spaces_env)" || { echo "no DO Spaces creds" >&2; return 1; }
  ssh -o BatchMode=yes -o StrictHostKeyChecking=accept-new -i "$HOME/.ssh/id_mc_fleet" "$host" \
    "$senv SO_PATH='$_DIST_SO_PATH' SPACE='$_DIST_SPACE' bash -s" <<'REMOTE'
set -e
cd ~/Code/@projects/@magic-civilization
SHA=$(git rev-parse HEAD)
if rclone copyto ":s3:$SPACE/builds/$SHA/libmagic_civ_physics.x86_64.so" "$SO_PATH" 2>/dev/null; then
  echo "FETCHED prebuilt .so for $SHA"
else
  echo "MISS: no prebuilt .so for $SHA — run ./run dist:publish"; exit 3
fi
REMOTE
}

cmd_dist_models() {
  # Share RL model artifacts via the Space (runs on plum; models are platform-independent).
  #   ./run dist:models push <src-dir-or-file> <name>   ./run dist:models pull <name> <dest>   ./run dist:models ls
  local sub="${1:-}" ak sk
  ak="$(cat ~/.vault/do-spaces-uvlava.access 2>/dev/null)"; sk="$(cat ~/.vault/do-spaces-uvlava.secret 2>/dev/null)"
  [ -n "$ak" ] && [ -n "$sk" ] || { echo "no DO Spaces creds in ~/.vault/do-spaces-uvlava.*" >&2; return 1; }
  export RCLONE_S3_PROVIDER=DigitalOcean RCLONE_S3_ENDPOINT=nyc3.digitaloceanspaces.com
  export RCLONE_S3_ACCESS_KEY_ID="$ak" RCLONE_S3_SECRET_ACCESS_KEY="$sk"
  case "$sub" in
    push) [ -n "${2:-}" ] && [ -n "${3:-}" ] || { echo "usage: ./run dist:models push <src> <name>" >&2; return 1; }; rclone copy "$2" ":s3:$_DIST_SPACE/models/$3/" -P ;;
    pull) [ -n "${2:-}" ] && [ -n "${3:-}" ] || { echo "usage: ./run dist:models pull <name> <dest>" >&2; return 1; }; rclone copy ":s3:$_DIST_SPACE/models/$2/" "$3" -P ;;
    ls)   rclone ls ":s3:$_DIST_SPACE/models/" 2>/dev/null || echo "(empty)" ;;
    *)    echo "usage: ./run dist:models {push <src> <name>|pull <name> <dest>|ls}" >&2; return 1 ;;
  esac
}