feat: add compile_step/workflow

src/wic/api/__init__.py

@@ -1,3 +1,3 @@
-from .pythonapi import Step, Workflow
+from .pythonapi import Step, Workflow, configure_step, configure_workflow
 
-__all__ = ["Step", "Workflow"]
+__all__ = ["Step", "Workflow", "configure_step", "configure_workflow"]

src/wic/api/pythonapi.py

@@ -1,17 +1,24 @@
 # pylint: disable=W1203
 """CLT utilities."""
+import json
 import logging
 import subprocess
 from dataclasses import field
 from functools import singledispatch
 from pathlib import Path
-from typing import Any, ClassVar, Optional, TypeVar, Union
+from typing import Any, ClassVar, Generic, Optional, TypeVar, Union
 
 import cwl_utils.parser as cu_parser
 import yaml
 from cwl_utils.parser import CommandLineTool as CWLCommandLineTool
 from cwl_utils.parser import load_document_by_uri
-from pydantic import BaseModel, ConfigDict, Field, PrivateAttr, field_validator
+from pydantic import (  # pylint: disable=E0611
+    BaseModel,
+    ConfigDict,
+    Field,
+    PrivateAttr,
+    ValidationError,
+)
 from pydantic.dataclasses import dataclass as pydantic_dataclass
 
 from wic.api._types import CWL_TYPES_DICT
@@ -100,6 +107,18 @@ def _set_value(
             self.linked = True
 
 
+InputType = TypeVar("InputType")
+
+
+class _ConfiguredStepInput(BaseModel, Generic[InputType]):
+    """Input of Step used for configuration from JSON.
+
+    This Generic Pydantic Model is used to configure inputs of
+    Steps when using a JSON configuration file.
+    """
+    value: InputType
+
+
 def _default_dict() -> dict:
     return {}
 
@@ -240,6 +259,8 @@ def __setattr__(self, __name: str, __value: Any) -> Any:
                     except BaseException as exc:
                         raise exc
 
+            elif isinstance(__value, _ConfiguredStepInput):  # when configuring from JSON
+                self.inputs[index]._set_value(__value.value)
             else:
                 if isinstance(__value, str) and _is_link(__value):
                     self.inputs[index]._set_value(__value, check=False)
@@ -296,6 +317,54 @@ def _save_cwl(self, path: Path, overwrite: bool) -> None:
             file.write(yaml.dump(self.yaml))
 
 
+def _load_config(config_path: StrPath) -> Any:
+    """Load configuration JSON file.
+
+    Returns `dict[str, Any]`.
+    Type annotation is `Any` because `json.load` type annotation is `Any`.
+    """
+    with open(config_path, "r", encoding="utf-8") as file:
+        cfg = json.load(file)
+    return cfg
+
+
+def configure_step(clt_path: StrPath, config_path: StrPath) -> Step:
+    """Configure Step from JSON configuration file.
+
+    This function takes a path to a CLT (Command Line Tool) file and a path to a JSON configuration file,
+    and configures a `Step` object based on the provided configuration.
+
+    Args:
+        clt_path (StrPath): The path to the CLT file.
+        config_path (StrPath): The path to the JSON configuration file.
+
+
+    Returns:
+        Step: The configured `Step` object.
+
+    """
+    clt = Step(clt_path)
+    input_names = clt._input_names  # pylint: disable=W0212
+    config = config_path if isinstance(config_path, dict) else _load_config(config_path)
+    # dict with only the inputs that are in the clt
+    inp_dict = dict(filter(lambda x: x[0] in input_names, config.items()))
+    for inp_name, inp_value in inp_dict.items():
+        if isinstance(inp_value, str) and _is_link(inp_value):  # linked * or & inp
+            # do not perform validation for linked inputs
+            setattr(clt, inp_name, inp_value)
+        else:  # not linked inp
+            # generic_input performs validation with Pydantic
+            inp_type = clt.inputs[input_names.index(inp_name)].inp_type
+            try:
+                # inp_type is a variable, mypy complains
+                generic_input = _ConfiguredStepInput[inp_type](value=inp_value)  # type: ignore
+            except ValidationError as exc:
+                raise InvalidInputValueError(f"invalid value for {inp_name}") from exc
+            setattr(clt, inp_name, generic_input)
+
+    return clt
+
+
 DATACLASS_CONFIG = ConfigDict(validate_assignment=True)
 
 
@@ -380,8 +449,8 @@ def compile(self, run_local: bool = False, overwrite: bool = False) -> Path:
             )
         except subprocess.CalledProcessError as exc:
             logger.error(exc.stderr)
-            logger.info(exc.stdout)
-            raise exc
+            logger.error(exc.stdout)
+            return None
         logger.info(proc.stdout)
         # copy files to wf path
         compiled_cwl_path = _WIC_PATH.joinpath("autogenerated", f"{self.name}.cwl")
@@ -392,3 +461,43 @@ def run(self, overwrite: bool = False) -> None:
         """Run compiled workflow."""
         logger.info(f"Running {self.name}")
         self.compile(run_local=True, overwrite=overwrite)
+
+
+def configure_workflow(  # pylint: disable=R0913
+        clt_list: list[StrPath],
+        config_list: list[StrPath],
+        name: str,
+        path: Union[str, Path] = Path.cwd(),
+        compile_workflow: bool = True,
+        run: bool = False,
+        overwrite: bool = False) -> Workflow:
+    """Configure Workflow from list of CLT and configuration files.
+
+    This function takes a list of CLT (Command Line Tool) files and a list of configuration files
+    and creates a Workflow object. Each CLT file is paired with a corresponding configuration file
+    based on their order in the lists. The Workflow object is then returned.
+
+    Args:
+        clt_list (list[StrPath]): A list of paths to CLT files.
+        config_list (list[StrPath]): A list of paths to configuration files.
+        name (str): The name of the Workflow.
+        path (Optional[StrPath]): The path where the Workflow will be created. Defaults to `pathlib.Path.cwd()`.
+        compile_workflow (bool): Flag indicating whether to compile the Workflow using WIC. Defaults to True.
+        run (bool): Flag indicating whether to run the Workflow after configuration using WIC. Defaults to False.
+        overwrite (bool): Flag indicating whether to overwrite existing CLT files in cwl_adapters. Defaults to False.
+
+    Returns:
+        Workflow: The configured Workflow object.
+
+    """
+    steps = [configure_step(clt, config) for clt, config in zip(clt_list, config_list)]
+    path_ = Path(path)
+    # mypy incorrectly marks this init
+    # of Workflow (pydantic dataclass) as invalid
+    # having 'too many arguments'
+    workflow = Workflow(steps, name, path_)  # type: ignore
+    if run:
+        workflow.run(overwrite=overwrite)
+    elif compile_workflow:
+        workflow.compile(overwrite=overwrite)
+    return workflow