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"""Task Python."""
import inspect
import logging
import re
import types
from typing import Union
from pydolphinscheduler.constants import TaskType
from pydolphinscheduler.core.task import Task
from pydolphinscheduler.exceptions import PyDSParamException
log = logging.getLogger(__file__)
[docs]
class Python(Task):
"""Task Python object, declare behavior for Python task to dolphinscheduler.
Python task support two types of parameters for :param:``code``, and here is an example:
Using str type of :param:``code``
.. code-block:: python
python_task = Python(name="str_type", code="print('Hello Python task.')")
Or using Python callable type of :param:``code``
.. code-block:: python
def foo():
print("Hello Python task.")
python_task = Python(name="str_type", code=foo)
:param name: The name for Python task. It define the task name.
:param definition: String format of Python script you want to execute or Python callable you
want to execute.
"""
_task_custom_attr = {
"raw_script",
}
def __init__(
self, name: str, definition: Union[str, types.FunctionType], *args, **kwargs
):
super().__init__(name, TaskType.PYTHON, *args, **kwargs)
self.definition = definition
[docs]
def _build_exe_str(self) -> str:
"""Build executable string from given definition.
Attribute ``self.definition`` almost is a function, we need to call this function after parsing it
to string. The easier way to call a function is using syntax ``func()`` and we use it to call it too.
"""
if isinstance(self.definition, types.FunctionType):
py_function = inspect.getsource(self.definition)
func_str = f"{py_function}{self.definition.__name__}()"
else:
pattern = re.compile("^def (\\w+)\\(")
find = pattern.findall(self.definition)
if not find:
log.warning(
"Python definition is simple script instead of function, with value %s",
self.definition,
)
return self.definition
# Keep function str and function callable always have one blank line
func_str = (
f"{self.definition}{find[0]}()"
if self.definition.endswith("\n")
else f"{self.definition}\n{find[0]}()"
)
return func_str
@property
def raw_script(self) -> str:
"""Get python task define attribute `raw_script`."""
if isinstance(self.definition, (str, types.FunctionType)):
return self._build_exe_str()
else:
raise PyDSParamException(
"Parameter definition do not support % for now.", type(self.definition)
)