mirror of
https://github.com/1Panel-dev/MaxKB.git
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310 lines
15 KiB
Python
310 lines
15 KiB
Python
# coding=utf-8
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"""
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@project: MaxKB
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@Author：虎
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@file： function_lib_serializer.py
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@date：2024/8/2 17:35
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@desc:
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"""
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import json
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import pickle
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import re
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import uuid
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from django.core import validators
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from django.db import transaction
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from django.db.models import QuerySet, Q
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from django.http import HttpResponse
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from django.utils.translation import gettext_lazy as _
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from rest_framework import serializers, status
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from common.db.search import page_search
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from common.exception.app_exception import AppApiException
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from common.field.common import UploadedFileField, UploadedImageField
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from common.response import result
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from common.util.field_message import ErrMessage
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from common.util.function_code import FunctionExecutor
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from dataset.models import Image
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from function_lib.models.function import FunctionLib
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from smartdoc.const import CONFIG
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function_executor = FunctionExecutor(CONFIG.get('SANDBOX'))
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class FlibInstance:
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def __init__(self, function_lib: dict, version: str):
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self.function_lib = function_lib
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self.version = version
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class FunctionLibModelSerializer(serializers.ModelSerializer):
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class Meta:
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model = FunctionLib
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fields = ['id', 'name', 'icon', 'desc', 'code', 'input_field_list','init_field_list', 'permission_type', 'is_active', 'user_id',
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'create_time', 'update_time']
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class FunctionLibInputField(serializers.Serializer):
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name = serializers.CharField(required=True, error_messages=ErrMessage.char(_('variable name')))
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is_required = serializers.BooleanField(required=True, error_messages=ErrMessage.boolean(_('required')))
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type = serializers.CharField(required=True, error_messages=ErrMessage.char(_('type')), validators=[
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validators.RegexValidator(regex=re.compile("^string|int|dict|array|float$"),
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message=_('fields only support string|int|dict|array|float'), code=500)
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])
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source = serializers.CharField(required=True, error_messages=ErrMessage.char(_('source')), validators=[
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validators.RegexValidator(regex=re.compile("^custom|reference$"),
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message=_('The field only supports custom|reference'), code=500)
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])
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class DebugField(serializers.Serializer):
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name = serializers.CharField(required=True, error_messages=ErrMessage.char(_('variable name')))
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value = serializers.CharField(required=False, allow_blank=True, allow_null=True,
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error_messages=ErrMessage.char(_('variable value')))
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class DebugInstance(serializers.Serializer):
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debug_field_list = DebugField(required=True, many=True)
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input_field_list = FunctionLibInputField(required=True, many=True)
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init_field_list = serializers.ListField(required=False, default=list)
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code = serializers.CharField(required=True, error_messages=ErrMessage.char(_('function content')))
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class EditFunctionLib(serializers.Serializer):
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name = serializers.CharField(required=False, allow_null=True, allow_blank=True,
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error_messages=ErrMessage.char(_('function name')))
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desc = serializers.CharField(required=False, allow_null=True, allow_blank=True,
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error_messages=ErrMessage.char(_('function description')))
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code = serializers.CharField(required=False, allow_null=True, allow_blank=True,
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error_messages=ErrMessage.char(_('function content')))
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input_field_list = FunctionLibInputField(required=False, many=True)
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init_field_list = serializers.ListField(required=False, default=list)
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is_active = serializers.BooleanField(required=False, error_messages=ErrMessage.char(_('Is active')))
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class CreateFunctionLib(serializers.Serializer):
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name = serializers.CharField(required=True, error_messages=ErrMessage.char(_('function name')))
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desc = serializers.CharField(required=False, allow_null=True, allow_blank=True,
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error_messages=ErrMessage.char(_('function description')))
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code = serializers.CharField(required=True, error_messages=ErrMessage.char(_('function content')))
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input_field_list = FunctionLibInputField(required=True, many=True)
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init_field_list = serializers.ListField(required=False, default=list)
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permission_type = serializers.CharField(required=True, error_messages=ErrMessage.char(_('permission')), validators=[
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validators.RegexValidator(regex=re.compile("^PUBLIC|PRIVATE$"),
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message="权限只支持PUBLIC|PRIVATE", code=500)
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])
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is_active = serializers.BooleanField(required=False, error_messages=ErrMessage.char(_('Is active')))
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class FunctionLibSerializer(serializers.Serializer):
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class Query(serializers.Serializer):
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name = serializers.CharField(required=False, allow_null=True, allow_blank=True,
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error_messages=ErrMessage.char(_('function name')))
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desc = serializers.CharField(required=False, allow_null=True, allow_blank=True,
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error_messages=ErrMessage.char(_('function description')))
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is_active = serializers.BooleanField(required=False, error_messages=ErrMessage.char(_('Is active')))
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user_id = serializers.UUIDField(required=True, error_messages=ErrMessage.uuid(_('user id')))
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select_user_id = serializers.CharField(required=False, allow_null=True, allow_blank=True)
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def get_query_set(self):
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query_set = QuerySet(FunctionLib).filter(
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(Q(user_id=self.data.get('user_id')) | Q(permission_type='PUBLIC')))
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if self.data.get('name') is not None:
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query_set = query_set.filter(name__icontains=self.data.get('name'))
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if self.data.get('desc') is not None:
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query_set = query_set.filter(desc__contains=self.data.get('desc'))
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if self.data.get('is_active') is not None:
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query_set = query_set.filter(is_active=self.data.get('is_active'))
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if self.data.get('select_user_id') is not None:
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query_set = query_set.filter(user_id=self.data.get('select_user_id'))
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query_set = query_set.order_by("-create_time")
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return query_set
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def list(self, with_valid=True):
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if with_valid:
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self.is_valid(raise_exception=True)
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return [FunctionLibModelSerializer(item).data for item in self.get_query_set()]
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def page(self, current_page: int, page_size: int, with_valid=True):
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if with_valid:
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self.is_valid(raise_exception=True)
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return page_search(current_page, page_size, self.get_query_set(),
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post_records_handler=lambda row: FunctionLibModelSerializer(row).data)
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class Create(serializers.Serializer):
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user_id = serializers.UUIDField(required=True, error_messages=ErrMessage.uuid(_('user id')))
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def insert(self, instance, with_valid=True):
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if with_valid:
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self.is_valid(raise_exception=True)
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CreateFunctionLib(data=instance).is_valid(raise_exception=True)
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function_lib = FunctionLib(id=uuid.uuid1(), name=instance.get('name'), desc=instance.get('desc'),
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code=instance.get('code'),
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user_id=self.data.get('user_id'),
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input_field_list=instance.get('input_field_list'),
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init_field_list=instance.get('init_field_list'),
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permission_type=instance.get('permission_type'),
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is_active=instance.get('is_active', True))
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function_lib.save()
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return FunctionLibModelSerializer(function_lib).data
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class Debug(serializers.Serializer):
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user_id = serializers.UUIDField(required=True, error_messages=ErrMessage.uuid(_('user id')))
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def debug(self, debug_instance, with_valid=True):
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if with_valid:
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self.is_valid(raise_exception=True)
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DebugInstance(data=debug_instance).is_valid(raise_exception=True)
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input_field_list = debug_instance.get('input_field_list')
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code = debug_instance.get('code')
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debug_field_list = debug_instance.get('debug_field_list')
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init_field_list = debug_instance.get('init_field_list')
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init_params = {field.get('field'): field.get('value') if field.get('value', None) is not None else field.get('default_value') for field in init_field_list}
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params = {field.get('name'): self.convert_value(field.get('name'), field.get('value'), field.get('type'),
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field.get('is_required'))
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for field in
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[{'value': self.get_field_value(debug_field_list, field.get('name'), field.get('is_required')),
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**field} for field in
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input_field_list]}
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# 合并初始化参数
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params = init_params | params
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return function_executor.exec_code(code, params)
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@staticmethod
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def get_field_value(debug_field_list, name, is_required):
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result = [field for field in debug_field_list if field.get('name') == name]
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if len(result) > 0:
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return result[-1].get('value')
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if is_required:
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raise AppApiException(500, f"{name}" + _('field has no value set'))
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return None
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@staticmethod
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def convert_value(name: str, value: str, _type: str, is_required: bool):
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if not is_required and value is None:
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return None
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try:
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if _type == 'int':
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return int(value)
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if _type == 'float':
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return float(value)
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if _type == 'dict':
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v = json.loads(value)
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if isinstance(v, dict):
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return v
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raise Exception(_('type error'))
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if _type == 'array':
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v = json.loads(value)
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if isinstance(v, list):
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return v
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raise Exception(_('type error'))
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return value
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except Exception as e:
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raise AppApiException(500, _('Field: {name} Type: {_type} Value: {value} Type conversion error').format(
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name=name, type=_type, value=value
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))
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class Operate(serializers.Serializer):
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id = serializers.UUIDField(required=True, error_messages=ErrMessage.uuid(_('function id')))
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user_id = serializers.UUIDField(required=True, error_messages=ErrMessage.uuid(_('user id')))
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def is_valid(self, *, raise_exception=False):
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super().is_valid(raise_exception=True)
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if not QuerySet(FunctionLib).filter(id=self.data.get('id')).exists():
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raise AppApiException(500, _('Function does not exist'))
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def delete(self, with_valid=True):
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if with_valid:
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self.is_valid(raise_exception=True)
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QuerySet(FunctionLib).filter(id=self.data.get('id')).delete()
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return True
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def edit(self, instance, with_valid=True):
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if with_valid:
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self.is_valid(raise_exception=True)
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EditFunctionLib(data=instance).is_valid(raise_exception=True)
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edit_field_list = ['name', 'desc', 'code', 'input_field_list', 'init_field_list', 'permission_type', 'is_active']
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edit_dict = {field: instance.get(field) for field in edit_field_list if (
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field in instance and instance.get(field) is not None)}
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QuerySet(FunctionLib).filter(id=self.data.get('id')).update(**edit_dict)
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return self.one(False)
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def one(self, with_valid=True):
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if with_valid:
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super().is_valid(raise_exception=True)
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if not QuerySet(FunctionLib).filter(id=self.data.get('id')).filter(
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Q(user_id=self.data.get('user_id')) | Q(permission_type='PUBLIC')).exists():
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raise AppApiException(500, _('Function does not exist'))
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function_lib = QuerySet(FunctionLib).filter(id=self.data.get('id')).first()
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return FunctionLibModelSerializer(function_lib).data
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def export(self, with_valid=True):
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try:
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if with_valid:
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self.is_valid()
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id = self.data.get('id')
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function_lib = QuerySet(FunctionLib).filter(id=id).first()
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application_dict = FunctionLibModelSerializer(function_lib).data
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mk_instance = FlibInstance(application_dict, 'v1')
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application_pickle = pickle.dumps(mk_instance)
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response = HttpResponse(content_type='text/plain', content=application_pickle)
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response['Content-Disposition'] = f'attachment; filename="{function_lib.name}.fx"'
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return response
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except Exception as e:
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return result.error(str(e), response_status=status.HTTP_500_INTERNAL_SERVER_ERROR)
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class Import(serializers.Serializer):
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file = UploadedFileField(required=True, error_messages=ErrMessage.image(_("file")))
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user_id = serializers.UUIDField(required=True, error_messages=ErrMessage.uuid(_("User ID")))
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@transaction.atomic
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def import_(self, with_valid=True):
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if with_valid:
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self.is_valid()
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user_id = self.data.get('user_id')
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flib_instance_bytes = self.data.get('file').read()
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try:
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flib_instance = pickle.loads(flib_instance_bytes)
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except Exception as e:
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raise AppApiException(1001, _("Unsupported file format"))
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function_lib = flib_instance.function_lib
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function_lib_model = FunctionLib(id=uuid.uuid1(), name=function_lib.get('name'),
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desc=function_lib.get('desc'),
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code=function_lib.get('code'),
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user_id=user_id,
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input_field_list=function_lib.get('input_field_list'),
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permission_type='PRIVATE',
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is_active=function_lib.get('is_active'))
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function_lib_model.save()
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return True
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class IconOperate(serializers.Serializer):
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id = serializers.UUIDField(required=True, error_messages=ErrMessage.uuid(_("function ID")))
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user_id = serializers.UUIDField(required=True, error_messages=ErrMessage.uuid(_("User ID")))
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image = UploadedImageField(required=True, error_messages=ErrMessage.image(_("picture")))
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def edit(self, with_valid=True):
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if with_valid:
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self.is_valid(raise_exception=True)
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functionLib = QuerySet(FunctionLib).filter(id=self.data.get('id')).first()
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if functionLib is None:
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raise AppApiException(500, _('Function does not exist'))
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image_id = uuid.uuid1()
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image = Image(id=image_id, image=self.data.get('image').read(), image_name=self.data.get('image').name)
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image.save()
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functionLib.icon = f'/api/image/{image_id}'
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functionLib.save()
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return functionLib.icon
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