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0d68a6cd1b
### What problem does this PR solve? Fix errors detected by Ruff ### Type of change - [x] Refactoring
131 lines
5.1 KiB
Python
131 lines
5.1 KiB
Python
#
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# Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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from abc import ABC
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from agent.component.base import ComponentBase, ComponentParamBase
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class SwitchParam(ComponentParamBase):
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"""
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Define the Switch component parameters.
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"""
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def __init__(self):
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super().__init__()
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"""
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{
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"logical_operator" : "and | or"
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"items" : [
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{"cpn_id": "categorize:0", "operator": "contains", "value": ""},
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{"cpn_id": "categorize:0", "operator": "contains", "value": ""},...],
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"to": ""
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}
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"""
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self.conditions = []
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self.end_cpn_id = "answer:0"
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self.operators = ['contains', 'not contains', 'start with', 'end with', 'empty', 'not empty', '=', '≠', '>',
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'<', '≥', '≤']
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def check(self):
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self.check_empty(self.conditions, "[Switch] conditions")
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for cond in self.conditions:
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if not cond["to"]:
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raise ValueError("[Switch] 'To' can not be empty!")
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class Switch(ComponentBase, ABC):
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component_name = "Switch"
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def get_dependent_components(self):
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res = []
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for cond in self._param.conditions:
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for item in cond["items"]:
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if not item["cpn_id"]:
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continue
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if item["cpn_id"].find("begin") >= 0:
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continue
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cid = item["cpn_id"].split("@")[0]
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res.append(cid)
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return list(set(res))
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def _run(self, history, **kwargs):
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for cond in self._param.conditions:
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res = []
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for item in cond["items"]:
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if not item["cpn_id"]:
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continue
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cid = item["cpn_id"].split("@")[0]
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if item["cpn_id"].find("@") > 0:
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cpn_id, key = item["cpn_id"].split("@")
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for p in self._canvas.get_component(cid)["obj"]._param.query:
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if p["key"] == key:
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res.append(self.process_operator(p.get("value",""), item["operator"], item.get("value", "")))
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break
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else:
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out = self._canvas.get_component(cid)["obj"].output()[1]
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cpn_input = "" if "content" not in out.columns else " ".join([str(s) for s in out["content"]])
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res.append(self.process_operator(cpn_input, item["operator"], item.get("value", "")))
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if cond["logical_operator"] != "and" and any(res):
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return Switch.be_output(cond["to"])
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if all(res):
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return Switch.be_output(cond["to"])
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return Switch.be_output(self._param.end_cpn_id)
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def process_operator(self, input: str, operator: str, value: str) -> bool:
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if not isinstance(input, str) or not isinstance(value, str):
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raise ValueError('Invalid input or value type: string')
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if operator == "contains":
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return True if value.lower() in input.lower() else False
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elif operator == "not contains":
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return True if value.lower() not in input.lower() else False
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elif operator == "start with":
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return True if input.lower().startswith(value.lower()) else False
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elif operator == "end with":
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return True if input.lower().endswith(value.lower()) else False
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elif operator == "empty":
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return True if not input else False
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elif operator == "not empty":
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return True if input else False
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elif operator == "=":
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return True if input == value else False
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elif operator == "≠":
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return True if input != value else False
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elif operator == ">":
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try:
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return True if float(input) > float(value) else False
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except Exception:
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return True if input > value else False
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elif operator == "<":
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try:
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return True if float(input) < float(value) else False
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except Exception:
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return True if input < value else False
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elif operator == "≥":
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try:
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return True if float(input) >= float(value) else False
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except Exception:
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return True if input >= value else False
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elif operator == "≤":
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try:
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return True if float(input) <= float(value) else False
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except Exception:
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return True if input <= value else False
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raise ValueError('Not supported operator' + operator) |