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| set -eu | |
| _is_true() { | |
| case "${1:-}" in | |
| 1|true|TRUE|yes|YES|on|ON) return 0 ;; | |
| *) return 1 ;; | |
| esac | |
| } | |
| ENV_CONFIG_PATH="${TRAIN_ENV_CONFIG_PATH:-config/shared_config.json}" | |
| TRAIN_CONFIG_PATH="${TRAIN_SELF_PLAY_CONFIG_PATH:-config/self_play_training_hf_l40s_full.json}" | |
| TRAIN_OUTPUT_DIR="${TRAIN_SELF_PLAY_OUTPUT_DIR:-}" | |
| RUN_FLAG="${RUN_SELF_PLAY_TRAINING:-1}" | |
| DRY_RUN_FLAG="${RUN_SELF_PLAY_DRY_RUN:-0}" | |
| BACKGROUND_FLAG="${RUN_SELF_PLAY_BACKGROUND:-1}" | |
| _train_self_play() { | |
| if [ -n "${TRAIN_OUTPUT_DIR}" ]; then | |
| OUTPUT_ARG="--train-output-dir ${TRAIN_OUTPUT_DIR}" | |
| else | |
| OUTPUT_ARG="" | |
| fi | |
| if _is_true "$DRY_RUN_FLAG"; then | |
| echo "[space_start] Running self-play in dry-run mode." | |
| # shellcheck disable=SC2086 | |
| osint-env train-self-play --config "${ENV_CONFIG_PATH}" --train-config "${TRAIN_CONFIG_PATH}" ${OUTPUT_ARG} --dry-run | |
| else | |
| echo "[space_start] Running self-play training." | |
| # shellcheck disable=SC2086 | |
| osint-env train-self-play --config "${ENV_CONFIG_PATH}" --train-config "${TRAIN_CONFIG_PATH}" ${OUTPUT_ARG} | |
| fi | |
| echo "[space_start] Self-play command completed." | |
| echo "[space_start] Training end: $(date -u +"%Y-%m-%dT%H:%M:%SZ")" | |
| } | |
| if _is_true "$RUN_FLAG"; then | |
| echo "[space_start] RUN_SELF_PLAY_TRAINING enabled." | |
| echo "[space_start] Training start: $(date -u +"%Y-%m-%dT%H:%M:%SZ")" | |
| echo "[space_start] Env config: ${ENV_CONFIG_PATH}" | |
| echo "[space_start] Train config: ${TRAIN_CONFIG_PATH}" | |
| if [ -n "${TRAIN_OUTPUT_DIR}" ]; then | |
| echo "[space_start] Train output dir: ${TRAIN_OUTPUT_DIR}" | |
| fi | |
| if [ -n "${OSINT_HF_CHECKPOINT_REPO_ID:-}" ]; then | |
| echo "[space_start] HF checkpoint repo: ${OSINT_HF_CHECKPOINT_REPO_ID}" | |
| fi | |
| if _is_true "$BACKGROUND_FLAG"; then | |
| echo "[space_start] Launching self-play in background so the Space API can stay online." | |
| _train_self_play & | |
| else | |
| _train_self_play | |
| fi | |
| else | |
| echo "[space_start] RUN_SELF_PLAY_TRAINING disabled. Skipping self-play run." | |
| fi | |
| echo "[space_start] Starting API server." | |
| exec uvicorn server:app --host 0.0.0.0 --port "${PORT:-7860}" | |