from os import getenv, environ from .converters import text_to_bool from .entry import Entry, NotSet class EnvEntry(Entry): @classmethod def default_conversions(cls): conversions = super(EnvEntry, cls).default_conversions().copy() conversions[bool] = text_to_bool return conversions def pop(self): for k in self.keys: environ.pop(k, None) def _get(self, key): value = getenv(key, "").strip() return value or NotSet def _set(self, key, value): environ[key] = value def __str__(self): return "env:{}".format(super(EnvEntry, self).__str__()) def error(self, message): print("Environment configuration: {}".format(message)) def backward_compatibility_support(): from ..definitions import ENVIRONMENT_CONFIG, ENVIRONMENT_SDK_PARAMS, ENVIRONMENT_BACKWARD_COMPATIBLE if ENVIRONMENT_BACKWARD_COMPATIBLE.get(): # Add TRAINS_ prefix on every CLEARML_ os environment we support for k, v in ENVIRONMENT_CONFIG.items(): try: trains_vars = [var for var in v.vars if var.startswith('CLEARML_')] if not trains_vars: continue alg_var = trains_vars[0].replace('CLEARML_', 'TRAINS_', 1) if alg_var not in v.vars: v.vars = tuple(list(v.vars) + [alg_var]) except: continue for k, v in ENVIRONMENT_SDK_PARAMS.items(): try: trains_vars = [var for var in v if var.startswith('CLEARML_')] if not trains_vars: continue alg_var = trains_vars[0].replace('CLEARML_', 'TRAINS_', 1) if alg_var not in v: ENVIRONMENT_SDK_PARAMS[k] = tuple(list(v) + [alg_var]) except: continue # set OS environ: keys = list(environ.keys()) for k in keys: if not k.startswith('CLEARML_'): continue backwards_k = k.replace('CLEARML_', 'TRAINS_', 1) if backwards_k not in keys: environ[backwards_k] = environ[k]