Refactor switch component (#1940)

### What problem does this PR solve?

### Type of change

- [x] Refactoring
This commit is contained in:
H
2024-08-15 09:53:06 +08:00
committed by GitHub
parent eedec157a7
commit c9caccf354
2 changed files with 208 additions and 29 deletions

View File

@ -14,50 +14,36 @@
# limitations under the License.
#
from abc import ABC
import pandas as pd
from agent.component.base import ComponentBase, ComponentParamBase
class SwitchParam(ComponentParamBase):
"""
Define the Switch component parameters.
"""
def __init__(self):
super().__init__()
"""
{
"cpn_id": "categorize:0",
"not": False,
"operator": "gt/gte/lt/lte/eq/in",
"value": "",
"logical_operator" : "and | or"
"items" : [
{"cpn_id": "categorize:0", "operator": "contains", "value": ""},
{"cpn_id": "categorize:0", "operator": "contains", "value": ""},...],
"to": ""
}
"""
self.conditions = []
self.default = ""
self.end_cpn_id = "answer:0"
self.operators = ['contains', 'not contains', 'start with', 'end with', 'empty', 'not empty', '=', '', '>',
'<', '', '']
def check(self):
self.check_empty(self.conditions, "[Switch] conditions")
self.check_empty(self.default, "[Switch] Default path")
for cond in self.conditions:
if not cond["to"]: raise ValueError(f"[Switch] 'To' can not be empty!")
def operators(self, field, op, value):
if op == "gt":
return float(field) > float(value)
if op == "gte":
return float(field) >= float(value)
if op == "lt":
return float(field) < float(value)
if op == "lte":
return float(field) <= float(value)
if op == "eq":
return str(field) == str(value)
if op == "in":
return str(field).find(str(value)) >= 0
return False
if cond["logical_operator"] not in ["and", "or"] and len(cond["items"]) > 1:
raise ValueError(f"[Switch] Please set logical_operator correctly!")
class Switch(ComponentBase, ABC):
@ -65,13 +51,77 @@ class Switch(ComponentBase, ABC):
def _run(self, history, **kwargs):
for cond in self._param.conditions:
input = self._canvas.get_component(cond["cpn_id"])["obj"].output()[1]
if self._param.operators(input.iloc[0, 0], cond["operator"], cond["value"]):
if not cond["not"]:
return pd.DataFrame([{"content": cond["to"]}])
return pd.DataFrame([{"content": self._param.default}])
if len(cond["items"]) == 1:
out = self._canvas.get_component(cond["items"][0]["cpn_id"])["obj"].output()[1]
cpn_input = "" if "content" not in out.columns else " ".join(out["content"])
if self.process_operator(cpn_input, cond["items"][0]["operator"], cond["items"][0]["value"]):
return Switch.be_output(cond["to"])
continue
if cond["logical_operator"] == "and":
res = True
for item in cond["items"]:
out = self._canvas.get_component(item["cpn_id"])["obj"].output()[1]
cpn_input = "" if "content" not in out.columns else " ".join(out["content"])
if not self.process_operator(cpn_input, item["operator"], item["value"]):
res = False
break
if res:
return Switch.be_output(cond["to"])
continue
res = False
for item in cond["items"]:
out = self._canvas.get_component(item["cpn_id"])["obj"].output()[1]
cpn_input = "" if "content" not in out.columns else " ".join(out["content"])
if self.process_operator(cpn_input, item["operator"], item["value"]):
res = True
break
if res:
return Switch.be_output(cond["to"])
return Switch.be_output(self._param.end_cpn_id)
def process_operator(self, input: str, operator: str, value: str) -> bool:
if not isinstance(input, str) or not isinstance(value, str):
raise ValueError('Invalid input or value type: string')
if operator == "contains":
return True if value.lower() in input.lower() else False
elif operator == "not contains":
return True if value.lower() not in input.lower() else False
elif operator == "start with":
return True if input.lower().startswith(value.lower()) else False
elif operator == "end with":
return True if input.lower().endswith(value.lower()) else False
elif operator == "empty":
return True if not input else False
elif operator == "not empty":
return True if input else False
elif operator == "=":
return True if input == value else False
elif operator == "":
return True if input != value else False
elif operator == ">":
try:
return True if float(input) > float(value) else False
except Exception as e:
return True if input > value else False
elif operator == "<":
try:
return True if float(input) < float(value) else False
except Exception as e:
return True if input < value else False
elif operator == "":
try:
return True if float(input) >= float(value) else False
except Exception as e:
return True if input >= value else False
elif operator == "":
try:
return True if float(input) <= float(value) else False
except Exception as e:
return True if input <= value else False
raise ValueError('Not supported operator' + operator)