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@ -27,7 +27,6 @@ import pandas as pd
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from agent import settings
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from common.connection_utils import timeout
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_FEEDED_DEPRECATED_PARAMS = "_feeded_deprecated_params"
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_DEPRECATED_PARAMS = "_deprecated_params"
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_USER_FEEDED_PARAMS = "_user_feeded_params"
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@ -97,7 +96,7 @@ class ComponentParamBase(ABC):
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def _recursive_convert_obj_to_dict(obj):
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ret_dict = {}
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if isinstance(obj, dict):
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for k,v in obj.items():
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for k, v in obj.items():
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if isinstance(v, dict) or (v and type(v).__name__ not in dir(builtins)):
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ret_dict[k] = _recursive_convert_obj_to_dict(v)
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else:
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@ -253,96 +252,65 @@ class ComponentParamBase(ABC):
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self._validate_param(attr, validation_json)
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@staticmethod
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def check_string(param, descr):
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def check_string(param, description):
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if type(param).__name__ not in ["str"]:
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raise ValueError(
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descr + " {} not supported, should be string type".format(param)
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)
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raise ValueError(description + " {} not supported, should be string type".format(param))
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@staticmethod
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def check_empty(param, descr):
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def check_empty(param, description):
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if not param:
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raise ValueError(
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descr + " does not support empty value."
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)
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raise ValueError(description + " does not support empty value.")
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@staticmethod
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def check_positive_integer(param, descr):
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def check_positive_integer(param, description):
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if type(param).__name__ not in ["int", "long"] or param <= 0:
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raise ValueError(
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descr + " {} not supported, should be positive integer".format(param)
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)
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raise ValueError(description + " {} not supported, should be positive integer".format(param))
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@staticmethod
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def check_positive_number(param, descr):
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def check_positive_number(param, description):
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if type(param).__name__ not in ["float", "int", "long"] or param <= 0:
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raise ValueError(
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descr + " {} not supported, should be positive numeric".format(param)
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)
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raise ValueError(description + " {} not supported, should be positive numeric".format(param))
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@staticmethod
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def check_nonnegative_number(param, descr):
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def check_nonnegative_number(param, description):
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if type(param).__name__ not in ["float", "int", "long"] or param < 0:
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raise ValueError(
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descr
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+ " {} not supported, should be non-negative numeric".format(param)
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)
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raise ValueError(description + " {} not supported, should be non-negative numeric".format(param))
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@staticmethod
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def check_decimal_float(param, descr):
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def check_decimal_float(param, description):
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if type(param).__name__ not in ["float", "int"] or param < 0 or param > 1:
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raise ValueError(
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descr
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+ " {} not supported, should be a float number in range [0, 1]".format(
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param
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)
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)
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raise ValueError(description + " {} not supported, should be a float number in range [0, 1]".format(param))
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@staticmethod
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def check_boolean(param, descr):
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def check_boolean(param, description):
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if type(param).__name__ != "bool":
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raise ValueError(
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descr + " {} not supported, should be bool type".format(param)
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)
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raise ValueError(description + " {} not supported, should be bool type".format(param))
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@staticmethod
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def check_open_unit_interval(param, descr):
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def check_open_unit_interval(param, description):
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if type(param).__name__ not in ["float"] or param <= 0 or param >= 1:
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raise ValueError(
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descr + " should be a numeric number between 0 and 1 exclusively"
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)
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raise ValueError(description + " should be a numeric number between 0 and 1 exclusively")
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@staticmethod
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def check_valid_value(param, descr, valid_values):
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def check_valid_value(param, description, valid_values):
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if param not in valid_values:
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raise ValueError(
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descr
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+ " {} is not supported, it should be in {}".format(param, valid_values)
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)
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raise ValueError(description + " {} is not supported, it should be in {}".format(param, valid_values))
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@staticmethod
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def check_defined_type(param, descr, types):
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def check_defined_type(param, description, types):
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if type(param).__name__ not in types:
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raise ValueError(
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descr + " {} not supported, should be one of {}".format(param, types)
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)
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raise ValueError(description + " {} not supported, should be one of {}".format(param, types))
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@staticmethod
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def check_and_change_lower(param, valid_list, descr=""):
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def check_and_change_lower(param, valid_list, description=""):
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if type(param).__name__ != "str":
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raise ValueError(
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descr
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+ " {} not supported, should be one of {}".format(param, valid_list)
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)
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raise ValueError(description + " {} not supported, should be one of {}".format(param, valid_list))
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lower_param = param.lower()
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if lower_param in valid_list:
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return lower_param
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else:
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raise ValueError(
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descr
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+ " {} not supported, should be one of {}".format(param, valid_list)
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)
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raise ValueError(description + " {} not supported, should be one of {}".format(param, valid_list))
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@staticmethod
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def _greater_equal_than(value, limit):
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@ -374,16 +342,16 @@ class ComponentParamBase(ABC):
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def _not_in(value, wrong_value_list):
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return value not in wrong_value_list
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def _warn_deprecated_param(self, param_name, descr):
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def _warn_deprecated_param(self, param_name, description):
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if self._deprecated_params_set.get(param_name):
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logging.warning(
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f"{descr} {param_name} is deprecated and ignored in this version."
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f"{description} {param_name} is deprecated and ignored in this version."
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)
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def _warn_to_deprecate_param(self, param_name, descr, new_param):
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def _warn_to_deprecate_param(self, param_name, description, new_param):
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if self._deprecated_params_set.get(param_name):
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logging.warning(
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f"{descr} {param_name} will be deprecated in future release; "
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f"{description} {param_name} will be deprecated in future release; "
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f"please use {new_param} instead."
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)
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return True
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@ -407,7 +375,7 @@ class ComponentBase(ABC):
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"params": {}
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}}""".format(self.component_name,
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self._param
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)
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)
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def __init__(self, canvas, id, param: ComponentParamBase):
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from agent.canvas import Graph # Local import to avoid cyclic dependency
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@ -473,14 +441,14 @@ class ComponentBase(ABC):
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self.set_output("_elapsed_time", time.perf_counter() - self.output("_created_time"))
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return self.output()
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@timeout(int(os.environ.get("COMPONENT_EXEC_TIMEOUT", 10*60)))
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@timeout(int(os.environ.get("COMPONENT_EXEC_TIMEOUT", 10 * 60)))
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def _invoke(self, **kwargs):
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raise NotImplementedError()
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def output(self, var_nm: str=None) -> Union[dict[str, Any], Any]:
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def output(self, var_nm: str = None) -> Union[dict[str, Any], Any]:
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if var_nm:
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return self._param.outputs.get(var_nm, {}).get("value", "")
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return {k: o.get("value") for k,o in self._param.outputs.items()}
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return {k: o.get("value") for k, o in self._param.outputs.items()}
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def set_output(self, key: str, value: Any):
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if key not in self._param.outputs:
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@ -491,18 +459,18 @@ class ComponentBase(ABC):
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return self._param.outputs.get("_ERROR", {}).get("value")
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def reset(self, only_output=False):
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outputs: dict = self._param.outputs # for better performance
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outputs: dict = self._param.outputs # for better performance
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for k in outputs.keys():
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outputs[k]["value"] = None
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if only_output:
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return
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inputs: dict = self._param.inputs # for better performance
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inputs: dict = self._param.inputs # for better performance
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for k in inputs.keys():
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inputs[k]["value"] = None
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self._param.debug_inputs = {}
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def get_input(self, key: str=None) -> Union[Any, dict[str, Any]]:
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def get_input(self, key: str = None) -> Union[Any, dict[str, Any]]:
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if key:
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return self._param.inputs.get(key, {}).get("value")
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@ -526,13 +494,13 @@ class ComponentBase(ABC):
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def get_input_elements_from_text(self, txt: str) -> dict[str, dict[str, str]]:
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res = {}
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for r in re.finditer(self.variable_ref_patt, txt, flags=re.IGNORECASE|re.DOTALL):
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for r in re.finditer(self.variable_ref_patt, txt, flags=re.IGNORECASE | re.DOTALL):
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exp = r.group(1)
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cpn_id, var_nm = exp.split("@") if exp.find("@")>0 else ("", exp)
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cpn_id, var_nm = exp.split("@") if exp.find("@") > 0 else ("", exp)
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res[exp] = {
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"name": (self._canvas.get_component_name(cpn_id) +f"@{var_nm}") if cpn_id else exp,
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"name": (self._canvas.get_component_name(cpn_id) + f"@{var_nm}") if cpn_id else exp,
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"value": self._canvas.get_variable_value(exp),
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"_retrival": self._canvas.get_variable_value(f"{cpn_id}@_references") if cpn_id else None,
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"_retrieval": self._canvas.get_variable_value(f"{cpn_id}@_references") if cpn_id else None,
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"_cpn_id": cpn_id
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}
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return res
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@ -583,6 +551,7 @@ class ComponentBase(ABC):
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for n, v in kv.items():
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def repl(_match, val=v):
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return str(val) if val is not None else ""
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content = re.sub(
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r"\{%s\}" % re.escape(n),
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repl,
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