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feat: template transform
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@ -1,70 +0,0 @@
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from os import environ
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from httpx import post
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from pydantic import BaseModel
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from yarl import URL
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from core.workflow.nodes.code.python_template import PythonTemplateTransformer
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# Code Executor
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CODE_EXECUTION_ENDPOINT = environ.get('CODE_EXECUTION_ENDPOINT', '')
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CODE_EXECUTION_API_KEY = environ.get('CODE_EXECUTION_API_KEY', '')
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class CodeExecutionException(Exception):
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pass
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class CodeExecutionResponse(BaseModel):
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class Data(BaseModel):
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stdout: str
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stderr: str
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code: int
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message: str
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data: Data
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class CodeExecutor:
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@classmethod
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def execute_code(cls, language: str, code: str, inputs: dict) -> dict:
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"""
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Execute code
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:param language: code language
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:param code: code
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:param inputs: inputs
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:return:
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"""
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runner = PythonTemplateTransformer.transform_caller(code, inputs)
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url = URL(CODE_EXECUTION_ENDPOINT) / 'v1' / 'sandbox' / 'run'
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headers = {
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'X-Api-Key': CODE_EXECUTION_API_KEY
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}
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data = {
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'language': language,
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'code': runner,
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}
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try:
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response = post(str(url), json=data, headers=headers)
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if response.status_code == 503:
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raise CodeExecutionException('Code execution service is unavailable')
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elif response.status_code != 200:
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raise Exception('Failed to execute code')
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except CodeExecutionException as e:
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raise e
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except Exception:
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raise CodeExecutionException('Failed to execute code')
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try:
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response = response.json()
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except:
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raise CodeExecutionException('Failed to parse response')
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response = CodeExecutionResponse(**response)
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if response.code != 0:
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raise CodeExecutionException(response.message)
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if response.data.stderr:
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raise CodeExecutionException(response.data.stderr)
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return PythonTemplateTransformer.transform_response(response.data.stdout)
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@ -1,9 +1,9 @@
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from typing import Optional, Union, cast
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from core.helper.code_executor.code_executor import CodeExecutionException, CodeExecutor
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from core.workflow.entities.node_entities import NodeRunResult, NodeType
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from core.workflow.entities.variable_pool import VariablePool
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from core.workflow.nodes.base_node import BaseNode
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from core.workflow.nodes.code.code_executor import CodeExecutionException, CodeExecutor
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from core.workflow.nodes.code.entities import CodeNodeData
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from models.workflow import WorkflowNodeExecutionStatus
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@ -16,6 +16,6 @@ class CodeNodeData(BaseNodeData):
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variables: list[VariableSelector]
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answer: str
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code_language: str
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code_language: Literal['python3', 'javascript']
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code: str
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outputs: dict[str, Output]
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@ -1,55 +0,0 @@
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import json
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import re
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PYTHON_RUNNER = """# declare main function here
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{{code}}
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# execute main function, and return the result
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# inputs is a dict, and it
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output = main(**{{inputs}})
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# convert output to json and print
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result = '''
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<<RESULT>>
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{output}
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<<RESULT>>
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'''
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print(result)
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"""
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class PythonTemplateTransformer:
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@classmethod
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def transform_caller(cls, code: str, inputs: dict) -> str:
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"""
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Transform code to python runner
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:param code: code
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:param inputs: inputs
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:return:
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"""
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# transform inputs to json string
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inputs_str = json.dumps(inputs, indent=4)
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# replace code and inputs
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runner = PYTHON_RUNNER.replace('{{code}}', code)
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runner = runner.replace('{{inputs}}', inputs_str)
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return runner
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@classmethod
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def transform_response(cls, response: str) -> dict:
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"""
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Transform response to dict
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:param response: response
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:return:
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"""
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# extract result
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result = re.search(r'<<RESULT>>(.*)<<RESULT>>', response, re.DOTALL)
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if not result:
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raise ValueError('Failed to parse result')
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result = result.group(1)
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return json.loads(result)
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