Source code for servicex.python_dataset
# Copyright (c) 2022, IRIS-HEP
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import inspect
from typing import Optional, Union, Callable
from base64 import b64encode
from textwrap import dedent
from servicex.query_core import QueryStringGenerator
import sys
if sys.version_info < (3, 11):
from typing_extensions import Self
else:
from typing import Self
[docs]
class PythonFunction(QueryStringGenerator):
yaml_tag = "!PythonFunction"
default_codegen = "python"
def __init__(self, python_function: Optional[Union[str, Callable]] = None):
self.python_function: Optional[Union[str, Callable]] = python_function
def with_uproot_function(self, f: Union[str, Callable]) -> Self:
self.python_function = f
return self
[docs]
def generate_selection_string(self) -> str:
if not self.python_function:
raise ValueError(
"You must provide a python function using with_uproot_function"
)
if isinstance(self.python_function, str):
return b64encode(dedent(self.python_function).encode("utf-8")).decode(
"utf-8"
)
else:
return b64encode(
dedent(inspect.getsource(self.python_function)).encode("utf-8")
).decode("utf-8")
@classmethod
def from_yaml(cls, _, node):
code = node.value
try:
exec(code)
except SyntaxError as e:
raise SyntaxError(f"Syntax error {e} interpreting\n{code}")
q = PythonFunction(code)
return q