Merge branch 'github_dev' into bugfix/1711_Fix_legacy_config_loading_issues
This commit is contained in:
@@ -52,6 +52,8 @@ class AgentSessionABC(ABC):
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training_config_path: Optional[Union[str, Path]] = None,
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training_config_path: Optional[Union[str, Path]] = None,
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lay_down_config_path: Optional[Union[str, Path]] = None,
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lay_down_config_path: Optional[Union[str, Path]] = None,
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session_path: Optional[Union[str, Path]] = None,
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session_path: Optional[Union[str, Path]] = None,
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legacy_training_config: bool = False,
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legacy_lay_down_config: bool = False,
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) -> None:
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) -> None:
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"""
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"""
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Initialise an agent session from config files, or load a previous session.
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Initialise an agent session from config files, or load a previous session.
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@@ -64,6 +66,10 @@ class AgentSessionABC(ABC):
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:type training_config_path: Union[path, str]
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:type training_config_path: Union[path, str]
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:param lay_down_config_path: YAML file containing configurable items for generating network laydown.
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:param lay_down_config_path: YAML file containing configurable items for generating network laydown.
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:type lay_down_config_path: Union[path, str]
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:type lay_down_config_path: Union[path, str]
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:param legacy_training_config: True if the training config file is a legacy file from PrimAITE < 2.0,
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otherwise False.
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:param legacy_lay_down_config: True if the lay_down config file is a legacy file from PrimAITE < 2.0,
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otherwise False.
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:param session_path: directory path of the session to load
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:param session_path: directory path of the session to load
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"""
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"""
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# initialise variables
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# initialise variables
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@@ -72,6 +78,8 @@ class AgentSessionABC(ABC):
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self._can_learn: bool = False
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self._can_learn: bool = False
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self._can_evaluate: bool = False
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self._can_evaluate: bool = False
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self.is_eval = False
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self.is_eval = False
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self.legacy_training_config = legacy_training_config
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self.legacy_lay_down_config = legacy_lay_down_config
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self.session_timestamp: datetime = datetime.now()
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self.session_timestamp: datetime = datetime.now()
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@@ -91,12 +99,14 @@ class AgentSessionABC(ABC):
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if not isinstance(training_config_path, Path):
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if not isinstance(training_config_path, Path):
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training_config_path = Path(training_config_path)
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training_config_path = Path(training_config_path)
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self._training_config_path: Union[Path, str] = training_config_path
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self._training_config_path: Union[Path, str] = training_config_path
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self._training_config: TrainingConfig = training_config.load(self._training_config_path)
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self._training_config: TrainingConfig = training_config.load(
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self._training_config_path, legacy_file=legacy_training_config
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)
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if not isinstance(lay_down_config_path, Path):
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if not isinstance(lay_down_config_path, Path):
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lay_down_config_path = Path(lay_down_config_path)
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lay_down_config_path = Path(lay_down_config_path)
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self._lay_down_config_path: Union[Path, str] = lay_down_config_path
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self._lay_down_config_path: Union[Path, str] = lay_down_config_path
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self._lay_down_config: Dict = lay_down_config.load(self._lay_down_config_path)
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self._lay_down_config: Dict = lay_down_config.load(self._lay_down_config_path, legacy_lay_down_config)
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self.sb3_output_verbose_level = self._training_config.sb3_output_verbose_level
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self.sb3_output_verbose_level = self._training_config.sb3_output_verbose_level
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# set random UUID for session
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# set random UUID for session
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@@ -26,6 +26,8 @@ class SB3Agent(AgentSessionABC):
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training_config_path: Optional[Union[str, Path]] = None,
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training_config_path: Optional[Union[str, Path]] = None,
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lay_down_config_path: Optional[Union[str, Path]] = None,
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lay_down_config_path: Optional[Union[str, Path]] = None,
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session_path: Optional[Union[str, Path]] = None,
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session_path: Optional[Union[str, Path]] = None,
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legacy_training_config: bool = False,
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legacy_lay_down_config: bool = False,
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) -> None:
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) -> None:
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"""
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"""
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Initialise the SB3 Agent training session.
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Initialise the SB3 Agent training session.
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@@ -35,11 +37,17 @@ class SB3Agent(AgentSessionABC):
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:type training_config_path: Union[path, str]
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:type training_config_path: Union[path, str]
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:param lay_down_config_path: YAML file containing configurable items for generating network laydown.
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:param lay_down_config_path: YAML file containing configurable items for generating network laydown.
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:type lay_down_config_path: Union[path, str]
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:type lay_down_config_path: Union[path, str]
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:param legacy_training_config: True if the training config file is a legacy file from PrimAITE < 2.0,
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otherwise False.
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:param legacy_lay_down_config: True if the lay_down config file is a legacy file from PrimAITE < 2.0,
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otherwise False.
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:raises ValueError: If the training config contains an unexpected value for agent_framework (should be "SB3")
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:raises ValueError: If the training config contains an unexpected value for agent_framework (should be "SB3")
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:raises ValueError: If the training config contains an unexpected value for agent_identifies (should be `PPO`
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:raises ValueError: If the training config contains an unexpected value for agent_identifies (should be `PPO`
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or `A2C`)
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or `A2C`)
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"""
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"""
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super().__init__(training_config_path, lay_down_config_path, session_path)
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super().__init__(
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training_config_path, lay_down_config_path, session_path, legacy_training_config, legacy_lay_down_config
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)
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if not self._training_config.agent_framework == AgentFramework.SB3:
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if not self._training_config.agent_framework == AgentFramework.SB3:
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msg = f"Expected SB3 agent_framework, " f"got {self._training_config.agent_framework}"
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msg = f"Expected SB3 agent_framework, " f"got {self._training_config.agent_framework}"
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_LOGGER.error(msg)
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_LOGGER.error(msg)
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@@ -75,6 +83,8 @@ class SB3Agent(AgentSessionABC):
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lay_down_config_path=self._lay_down_config_path,
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lay_down_config_path=self._lay_down_config_path,
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session_path=self.session_path,
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session_path=self.session_path,
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timestamp_str=self.timestamp_str,
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timestamp_str=self.timestamp_str,
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legacy_training_config=self.legacy_training_config,
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legacy_lay_down_config=self.legacy_lay_down_config,
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)
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)
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# check if there is a zip file that needs to be loaded
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# check if there is a zip file that needs to be loaded
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@@ -18,9 +18,9 @@ app = typer.Typer()
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@app.command()
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@app.command()
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def build_dirs() -> None:
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def build_dirs() -> None:
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"""Build the PrimAITE app directories."""
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"""Build the PrimAITE app directories."""
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from primaite.setup import setup_app_dirs
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from primaite import PRIMAITE_PATHS
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setup_app_dirs.run()
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PRIMAITE_PATHS.mkdirs()
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@app.command()
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@app.command()
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@@ -137,7 +137,13 @@ def setup(overwrite_existing: bool = True) -> None:
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@app.command()
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@app.command()
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def session(tc: Optional[str] = None, ldc: Optional[str] = None, load: Optional[str] = None) -> None:
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def session(
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tc: Optional[str] = None,
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ldc: Optional[str] = None,
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load: Optional[str] = None,
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legacy_tc: bool = False,
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legacy_ldc: bool = False,
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) -> None:
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"""
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"""
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Run a PrimAITE session.
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Run a PrimAITE session.
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@@ -153,6 +159,10 @@ def session(tc: Optional[str] = None, ldc: Optional[str] = None, load: Optional[
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will use the default training config and laydown config. Inversely, if a training config and laydown config
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will use the default training config and laydown config. Inversely, if a training config and laydown config
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is passed while a session directory is passed, PrimAITE will load the session and ignore the training config
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is passed while a session directory is passed, PrimAITE will load the session and ignore the training config
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and laydown config.
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and laydown config.
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legacy_tc: If the training config file is a legacy file from PrimAITE < 2.0.
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legacy_ldf: If the lay down config file is a legacy file from PrimAITE < 2.0.
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"""
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"""
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from primaite.config.lay_down_config import dos_very_basic_config_path
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from primaite.config.lay_down_config import dos_very_basic_config_path
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from primaite.config.training_config import main_training_config_path
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from primaite.config.training_config import main_training_config_path
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@@ -170,7 +180,12 @@ def session(tc: Optional[str] = None, ldc: Optional[str] = None, load: Optional[
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if not ldc:
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if not ldc:
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ldc = dos_very_basic_config_path()
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ldc = dos_very_basic_config_path()
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run(training_config_path=tc, lay_down_config_path=ldc)
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run(
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training_config_path=tc,
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lay_down_config_path=ldc,
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legacy_training_config=legacy_tc,
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legacy_lay_down_config=legacy_ldc,
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)
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@app.command()
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@app.command()
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@@ -291,12 +291,14 @@ def load(file_path: Union[str, Path], legacy_file: bool = False) -> TrainingConf
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if legacy_file:
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if legacy_file:
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try:
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try:
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config = convert_legacy_training_config_dict(config)
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config = convert_legacy_training_config_dict(config)
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except KeyError:
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except KeyError as e:
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msg = (
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msg = (
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f"Failed to convert training config file {file_path} "
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f"Failed to convert training config file {file_path} "
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f"from legacy format. Attempting to use file as is."
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f"from legacy format. Attempting to use file as is."
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)
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)
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_LOGGER.error(msg)
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_LOGGER.error(msg)
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raise e
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try:
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try:
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return TrainingConfig.from_dict(config)
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return TrainingConfig.from_dict(config)
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except TypeError as e:
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except TypeError as e:
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@@ -10,7 +10,6 @@ from typing import Any, Dict, Final, List, Tuple, Union
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import networkx as nx
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import networkx as nx
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import numpy as np
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import numpy as np
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import yaml
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from gym import Env, spaces
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from gym import Env, spaces
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from matplotlib import pyplot as plt
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from matplotlib import pyplot as plt
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@@ -34,6 +33,7 @@ from primaite.common.enums import (
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)
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)
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from primaite.common.service import Service
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from primaite.common.service import Service
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from primaite.config import training_config
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from primaite.config import training_config
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from primaite.config.lay_down_config import load
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from primaite.config.training_config import TrainingConfig
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from primaite.config.training_config import TrainingConfig
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from primaite.environment.observations import ObservationsHandler
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from primaite.environment.observations import ObservationsHandler
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from primaite.environment.reward import calculate_reward_function
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from primaite.environment.reward import calculate_reward_function
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@@ -68,6 +68,8 @@ class Primaite(Env):
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lay_down_config_path: Union[str, Path],
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lay_down_config_path: Union[str, Path],
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session_path: Path,
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session_path: Path,
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timestamp_str: str,
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timestamp_str: str,
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|
legacy_training_config: bool = False,
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|
legacy_lay_down_config: bool = False,
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) -> None:
|
) -> None:
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"""
|
"""
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The Primaite constructor.
|
The Primaite constructor.
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@@ -76,13 +78,19 @@ class Primaite(Env):
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:param lay_down_config_path: The lay down config filepath.
|
:param lay_down_config_path: The lay down config filepath.
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:param session_path: The directory path the session is writing to.
|
:param session_path: The directory path the session is writing to.
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:param timestamp_str: The session timestamp in the format: <yyyy-mm-dd>_<hh-mm- ss>.
|
:param timestamp_str: The session timestamp in the format: <yyyy-mm-dd>_<hh-mm- ss>.
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|
:param legacy_training_config: True if the training config file is a legacy file from PrimAITE < 2.0,
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|
otherwise False.
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|
:param legacy_lay_down_config: True if the lay_down config file is a legacy file from PrimAITE < 2.0,
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|
otherwise False.
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"""
|
"""
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self.session_path: Final[Path] = session_path
|
self.session_path: Final[Path] = session_path
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self.timestamp_str: Final[str] = timestamp_str
|
self.timestamp_str: Final[str] = timestamp_str
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self._training_config_path: Union[str, Path] = training_config_path
|
self._training_config_path: Union[str, Path] = training_config_path
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self._lay_down_config_path: Union[str, Path] = lay_down_config_path
|
self._lay_down_config_path: Union[str, Path] = lay_down_config_path
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|
self.legacy_training_config = legacy_training_config
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|
self.legacy_lay_down_config = legacy_lay_down_config
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|
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self.training_config: TrainingConfig = training_config.load(training_config_path)
|
self.training_config: TrainingConfig = training_config.load(training_config_path, self.legacy_training_config)
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_LOGGER.info(f"Using: {str(self.training_config)}")
|
_LOGGER.info(f"Using: {str(self.training_config)}")
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|
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# Number of steps in an episode
|
# Number of steps in an episode
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@@ -191,11 +199,8 @@ class Primaite(Env):
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self._obs_space_description: List[str] = None
|
self._obs_space_description: List[str] = None
|
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"The env observation space description for transactions writing"
|
"The env observation space description for transactions writing"
|
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|
|
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# Open the config file and build the environment laydown
|
self.lay_down_config = load(self._lay_down_config_path, self.legacy_lay_down_config)
|
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with open(self._lay_down_config_path, "r") as file:
|
self.load_lay_down_config()
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# Open the config file and build the environment laydown
|
|
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self.lay_down_config = yaml.safe_load(file)
|
|
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self.load_lay_down_config()
|
|
||||||
|
|
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# Store the node objects as node attributes
|
# Store the node objects as node attributes
|
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# (This is so we can access them as objects)
|
# (This is so we can access them as objects)
|
||||||
|
|||||||
@@ -14,18 +14,26 @@ def run(
|
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training_config_path: Optional[Union[str, Path]] = "",
|
training_config_path: Optional[Union[str, Path]] = "",
|
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lay_down_config_path: Optional[Union[str, Path]] = "",
|
lay_down_config_path: Optional[Union[str, Path]] = "",
|
||||||
session_path: Optional[Union[str, Path]] = None,
|
session_path: Optional[Union[str, Path]] = None,
|
||||||
|
legacy_training_config: bool = False,
|
||||||
|
legacy_lay_down_config: bool = False,
|
||||||
) -> None:
|
) -> None:
|
||||||
"""
|
"""
|
||||||
Run the PrimAITE Session.
|
Run the PrimAITE Session.
|
||||||
|
|
||||||
:param training_config_path: YAML file containing configurable items defined in
|
:param training_config_path: YAML file containing configurable items defined in
|
||||||
`primaite.config.training_config.TrainingConfig`
|
`primaite.config.training_config.TrainingConfig`
|
||||||
:type training_config_path: Union[path, str]
|
:type training_config_path: Union[path, str]
|
||||||
:param lay_down_config_path: YAML file containing configurable items for generating network laydown.
|
:param lay_down_config_path: YAML file containing configurable items for generating network laydown.
|
||||||
:type lay_down_config_path: Union[path, str]
|
:type lay_down_config_path: Union[path, str]
|
||||||
:param session_path: directory path of the session to load
|
:param session_path: directory path of the session to load
|
||||||
|
:param legacy_training_config: True if the training config file is a legacy file from PrimAITE < 2.0,
|
||||||
|
otherwise False.
|
||||||
|
:param legacy_lay_down_config: True if the lay_down config file is a legacy file from PrimAITE < 2.0,
|
||||||
|
otherwise False.
|
||||||
"""
|
"""
|
||||||
session = PrimaiteSession(training_config_path, lay_down_config_path, session_path)
|
session = PrimaiteSession(
|
||||||
|
training_config_path, lay_down_config_path, session_path, legacy_training_config, legacy_lay_down_config
|
||||||
|
)
|
||||||
|
|
||||||
session.setup()
|
session.setup()
|
||||||
session.learn()
|
session.learn()
|
||||||
|
|||||||
@@ -34,6 +34,8 @@ class PrimaiteSession:
|
|||||||
training_config_path: Optional[Union[str, Path]] = "",
|
training_config_path: Optional[Union[str, Path]] = "",
|
||||||
lay_down_config_path: Optional[Union[str, Path]] = "",
|
lay_down_config_path: Optional[Union[str, Path]] = "",
|
||||||
session_path: Optional[Union[str, Path]] = None,
|
session_path: Optional[Union[str, Path]] = None,
|
||||||
|
legacy_training_config: bool = False,
|
||||||
|
legacy_lay_down_config: bool = False,
|
||||||
) -> None:
|
) -> None:
|
||||||
"""
|
"""
|
||||||
The PrimaiteSession constructor.
|
The PrimaiteSession constructor.
|
||||||
@@ -44,12 +46,18 @@ class PrimaiteSession:
|
|||||||
:param lay_down_config_path: YAML file containing configurable items for generating network laydown.
|
:param lay_down_config_path: YAML file containing configurable items for generating network laydown.
|
||||||
:type lay_down_config_path: Union[path, str]
|
:type lay_down_config_path: Union[path, str]
|
||||||
:param session_path: directory path of the session to load
|
:param session_path: directory path of the session to load
|
||||||
|
:param legacy_training_config: True if the training config file is a legacy file from PrimAITE < 2.0,
|
||||||
|
otherwise False.
|
||||||
|
:param legacy_lay_down_config: True if the lay_down config file is a legacy file from PrimAITE < 2.0,
|
||||||
|
otherwise False.
|
||||||
"""
|
"""
|
||||||
self._agent_session: AgentSessionABC = None # noqa
|
self._agent_session: AgentSessionABC = None # noqa
|
||||||
self.session_path: Path = session_path # noqa
|
self.session_path: Path = session_path # noqa
|
||||||
self.timestamp_str: str = None # noqa
|
self.timestamp_str: str = None # noqa
|
||||||
self.learning_path: Path = None # noqa
|
self.learning_path: Path = None # noqa
|
||||||
self.evaluation_path: Path = None # noqa
|
self.evaluation_path: Path = None # noqa
|
||||||
|
self.legacy_training_config = legacy_training_config
|
||||||
|
self.legacy_lay_down_config = legacy_lay_down_config
|
||||||
|
|
||||||
# check if session path is provided
|
# check if session path is provided
|
||||||
if session_path is not None:
|
if session_path is not None:
|
||||||
@@ -67,12 +75,14 @@ class PrimaiteSession:
|
|||||||
if not isinstance(training_config_path, Path):
|
if not isinstance(training_config_path, Path):
|
||||||
training_config_path = Path(training_config_path)
|
training_config_path = Path(training_config_path)
|
||||||
self._training_config_path: Final[Union[Path, str]] = training_config_path
|
self._training_config_path: Final[Union[Path, str]] = training_config_path
|
||||||
self._training_config: Final[TrainingConfig] = training_config.load(self._training_config_path)
|
self._training_config: Final[TrainingConfig] = training_config.load(
|
||||||
|
self._training_config_path, legacy_training_config
|
||||||
|
)
|
||||||
|
|
||||||
if not isinstance(lay_down_config_path, Path):
|
if not isinstance(lay_down_config_path, Path):
|
||||||
lay_down_config_path = Path(lay_down_config_path)
|
lay_down_config_path = Path(lay_down_config_path)
|
||||||
self._lay_down_config_path: Final[Union[Path, str]] = lay_down_config_path
|
self._lay_down_config_path: Final[Union[Path, str]] = lay_down_config_path
|
||||||
self._lay_down_config: Dict = lay_down_config.load(self._lay_down_config_path) # noqa
|
self._lay_down_config: Dict = lay_down_config.load(self._lay_down_config_path, legacy_lay_down_config) # noqa
|
||||||
|
|
||||||
def setup(self) -> None:
|
def setup(self) -> None:
|
||||||
"""Performs the session setup."""
|
"""Performs the session setup."""
|
||||||
@@ -139,7 +149,13 @@ class PrimaiteSession:
|
|||||||
elif self._training_config.agent_framework == AgentFramework.SB3:
|
elif self._training_config.agent_framework == AgentFramework.SB3:
|
||||||
_LOGGER.debug(f"PrimaiteSession Setup: Agent Framework = {AgentFramework.SB3}")
|
_LOGGER.debug(f"PrimaiteSession Setup: Agent Framework = {AgentFramework.SB3}")
|
||||||
# Stable Baselines3 Agent
|
# Stable Baselines3 Agent
|
||||||
self._agent_session = SB3Agent(self._training_config_path, self._lay_down_config_path, self.session_path)
|
self._agent_session = SB3Agent(
|
||||||
|
self._training_config_path,
|
||||||
|
self._lay_down_config_path,
|
||||||
|
self.session_path,
|
||||||
|
self.legacy_training_config,
|
||||||
|
self.legacy_lay_down_config,
|
||||||
|
)
|
||||||
|
|
||||||
elif self._training_config.agent_framework == AgentFramework.RLLIB:
|
elif self._training_config.agent_framework == AgentFramework.RLLIB:
|
||||||
_LOGGER.debug(f"PrimaiteSession Setup: Agent Framework = {AgentFramework.RLLIB}")
|
_LOGGER.debug(f"PrimaiteSession Setup: Agent Framework = {AgentFramework.RLLIB}")
|
||||||
|
|||||||
@@ -1,12 +1,7 @@
|
|||||||
# © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK
|
# © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK
|
||||||
import tempfile
|
|
||||||
from pathlib import Path
|
|
||||||
|
|
||||||
import pytest
|
import pytest
|
||||||
import yaml
|
|
||||||
|
|
||||||
from primaite.config import training_config
|
|
||||||
from primaite.config.lay_down_config import convert_legacy_lay_down_config
|
|
||||||
from primaite.main import run
|
from primaite.main import run
|
||||||
from tests import TEST_CONFIG_ROOT
|
from tests import TEST_CONFIG_ROOT
|
||||||
|
|
||||||
@@ -22,28 +17,13 @@ from tests import TEST_CONFIG_ROOT
|
|||||||
)
|
)
|
||||||
def test_legacy_training_config_run_session(legacy_file):
|
def test_legacy_training_config_run_session(legacy_file):
|
||||||
"""Tests using legacy training and lay down config files in PrimAITE session end-to-end."""
|
"""Tests using legacy training and lay down config files in PrimAITE session end-to-end."""
|
||||||
# Load the legacy lay down config yaml file
|
legacy_training_config_path = TEST_CONFIG_ROOT / "legacy_conversion" / "legacy_training_config.yaml"
|
||||||
with open(TEST_CONFIG_ROOT / "legacy_conversion" / legacy_file, "r") as file:
|
legacy_lay_down_config_path = TEST_CONFIG_ROOT / "legacy_conversion" / legacy_file
|
||||||
legacy_lay_down_config = yaml.safe_load(file)
|
|
||||||
|
|
||||||
# Convert the legacy lay down config to the new format
|
# Run a PrimAITE session using legacy training and lay down config file paths
|
||||||
converted_lay_down_config = convert_legacy_lay_down_config(legacy_lay_down_config)
|
run(
|
||||||
|
legacy_training_config_path,
|
||||||
# Write the converted lay down config file to yaml file
|
legacy_lay_down_config_path,
|
||||||
temp_dir = Path(tempfile.gettempdir())
|
legacy_training_config=True,
|
||||||
converted_legacy_lay_down_path = temp_dir / legacy_file.replace("legacy_", "")
|
legacy_lay_down_config=True,
|
||||||
with open(converted_legacy_lay_down_path, "w") as file:
|
|
||||||
yaml.dump(converted_lay_down_config, file)
|
|
||||||
|
|
||||||
# Load the legacy training config yaml file and covvert it to the new format
|
|
||||||
converted_legacy_training_config = training_config.load(
|
|
||||||
TEST_CONFIG_ROOT / "legacy_conversion" / "legacy_training_config.yaml", legacy_file=True
|
|
||||||
)
|
)
|
||||||
|
|
||||||
# Write the converted training config file to yaml file
|
|
||||||
converted_legacy_training_path = temp_dir / "training_config.yaml"
|
|
||||||
with open(converted_legacy_training_path, "w") as file:
|
|
||||||
yaml.dump(converted_legacy_training_config.to_dict(json_serializable=True), file)
|
|
||||||
|
|
||||||
# Run a PrimAITE session using the paths of both the converted training and lay down config files
|
|
||||||
run(converted_legacy_training_path, converted_legacy_lay_down_path)
|
|
||||||
|
|||||||
Reference in New Issue
Block a user