code stringlengths 3 6.57k |
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stop_event.is_set() |
_deep_update(d, u) |
u.items() |
isinstance(v, collections.abc.Mapping) |
_deep_update(d.get(k, {}) |
_dict_hash(dt: Dict[Any, Any]) |
json.dumps(dt, sort_keys=True, ensure_ascii=True) |
hashlib.sha256() |
sha.update(json_str.encode() |
sha.hexdigest() |
_load_config(local_dir: str, config_file: Optional[str]) |
os.path.join(local_dir, config_file) |
open(config_path, "rt") |
f.read() |
copy.deepcopy(os.environ) |
env.update(GLOBAL_CONFIG) |
jinja2.Template(content) |
render(env=env) |
yaml.safe_load(content) |
has_errored(result: Dict[Any, Any]) |
result.get("status", "invalid") |
datetime.datetime.utcnow() |
boto3.client("rds-data", region_name="us-west-2") |
now.strftime("%Y-%m-%d %H:%M:%S") |
json.dumps(results) |
json.dumps(artifacts) |
logger.info("Result has been persisted to the databse") |
log_results_and_artifacts(result: Dict) |
result.get("results", {}) |
results.items() |
logger.info(msg) |
result.get("artifacts", {}) |
artifacts.items() |
logger.info(msg) |
_cleanup_session(sdk: AnyscaleSDK, session_id: str) |
logger.info(f"Looking for existing session with name {session_name}") |
dict(name=dict(equals=session_name) |
len(result.results) |
logger.info("Found existing session.") |
_dict_hash(compute_tpl) |
dict(equals=compute_tpl_name) |
time.sleep(10) |
logger.info(f"Compute template created with ID {compute_tpl_id}") |
_dict_hash(app_config) |
logger.info("App config not found. Creating new one.") |
time.sleep(10) |
logger.info(f"App config created with ID {app_config_id}") |
install_app_config_packages(app_config: Dict[Any, Any]) |
os.environ.update(app_config.get("env_vars", {}) |
subprocess.check_output(["pip", "install", "-U", package], text=True) |
install_matching_ray() |
os.environ.get("RAY_WHEELS", None) |
wheel.replace("manylinux2014_x86_64", platform) |
subprocess.check_output(["pip", "uninstall", "-y", "ray"], text=True) |
subprocess.check_output(["pip", "install", "-U", wheel], text=True) |
sdk.list_builds(app_config_id) |
sorted(result.results, key=lambda b: b.created_at) |
anyscale_app_config_build_url(build_id) |
AppConfigBuildFailure("App config build failed.") |
AppConfigBuildFailure("No build found for app config.") |
time.time() |
logger.info(f"Waiting for build {build_id} to finish...") |
anyscale_app_config_build_url(build_id) |
time.time() |
int(now - start_wait) |
sdk.get_build(build_id) |
anyscale_app_config_build_url(build_id) |
logger.info("Build succeeded.") |
anyscale_app_config_build_url(build_id) |
time.sleep(1) |
logger.info(f"Starting job {job_name} with Ray address: {address}") |
copy.deepcopy(os.environ) |
env.update(GLOBAL_CONFIG) |
env.update(env_vars) |
str(min_workers) |
script.split(" ") |
proc.stdout.reconfigure(line_buffering=True) |
sys.stdout.write(line) |
proc.wait() |
logger.info(f"Creating session {session_name}") |
sdk.create_session(session_options) |
logger.info(f"Starting session {session_name} ({session_id}) |
logger.info(f"Link to session: {session_url}") |
sdk.start_session(session_id, start_session_options={}) |
logger.info(f"Waiting for session {session_name}...") |
time.time() |
time.sleep(1) |
_check_stop(stop_event, "session") |
time.time() |
int(now - start_wait) |
env_vars.items() |
logger.info(f"Running command in session {session_id}: \n" f"{full_cmd}") |
logger.info(f"Link to session: {session_url}") |
result_queue.put(State(state_str, time.time() |
dict(session_id=session_id, shell_command=full_cmd) |
time.time() |
time.sleep(1) |
sdk.get_session_command(session_command_id=scd_id) |
_check_stop(stop_event, "command") |
_check_stop(stop_event, "prepare_command") |
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