api/views/data_views_first.py

from rest_framework import status, permissions
from rest_framework.views import APIView
from rest_framework.response import Response
from api.models import Project, DataFile
from api.serializers import DataFileSerializer
from api.utils.r_executor import RExecutor
import os
import zipfile
import shutil
from django.conf import settings
import logging
import json

class DataUploadView(APIView):
    """数据上传视图"""
    permission_classes = [permissions.IsAuthenticated]
    
    def post(self, request, project_id):
        try:
            # 获取项目实例
            project = Project.objects.get(id=project_id, user=request.user)
        except Project.DoesNotExist:
            return Response(
                {"error": {"code": "project_not_found", "message": "项目不存在"}},
                status=status.HTTP_404_NOT_FOUND
            )
        
        # 获取上传的文件
        if 'files' not in request.FILES:
            return Response(
                {"error": {"code": "no_file", "message": "未提供数据文件"}},
                status=status.HTTP_400_BAD_REQUEST
            )
        
        uploaded_file = request.FILES['files']
        
        # 验证是否为zip文件
        if not uploaded_file.name.lower().endswith('.zip'):
            return Response(
                {"error": {"code": "invalid_file", "message": "请上传zip格式的压缩文件"}},
                status=status.HTTP_400_BAD_REQUEST
            )
        
        # 获取group_index参数
        group_index = request.data.get('group_index', '2')
        try:
            group_index = int(group_index)
            if group_index <= 0:
                return Response(
                    {"error": {"code": "invalid_group_index", "message": "分组索引必须是大于0的整数"}},
                    status=status.HTTP_400_BAD_REQUEST
                )
        except ValueError:
            return Response(
                {"error": {"code": "invalid_group_index", "message": "分组索引必须是整数"}},
                status=status.HTTP_400_BAD_REQUEST
            )
        
        # 获取波数范围参数
        wavenumber_range = None
        if 'Wavenumber range' in request.data and request.data['Wavenumber range'].strip():
            try:
                wavenumber_values = request.data['Wavenumber range'].split(',')
                if len(wavenumber_values) == 2:
                    wavenumber_range = [float(wavenumber_values[0]), float(wavenumber_values[1])]
                else:
                    return Response(
                        {"error": {"code": "invalid_wavenumber", "message": "波数范围格式无效，应为两个数值，如'500,3150'"}},
                        status=status.HTTP_400_BAD_REQUEST
                    )
            except (ValueError, IndexError):
                return Response(
                    {"error": {"code": "invalid_wavenumber", "message": "波数范围格式无效，应为两个数值，如'500,3150'"}},
                    status=status.HTTP_400_BAD_REQUEST
                )
        
        # 保存上传的文件
        data_file = DataFile(
            project=project,
            file=uploaded_file,
            filename=uploaded_file.name,
            group_index=group_index  # 保存group_index
        )
        
        if wavenumber_range:
            data_file.wavenumber_min = wavenumber_range[0]
            data_file.wavenumber_max = wavenumber_range[1]
            
        data_file.save()
        
        # 如果这是项目的第一个数据文件，将其设置为活动文件
        if project.data_files.count() == 1:
            project.active_data_file = data_file
            project.save()
        
        # 使用R处理上传的文件
        try:
            # 解压缩并处理文件
            result = RExecutor.process_upload(
                project_id=project_id,
                file_path=data_file.file.path,
                wavenumber_range=wavenumber_range,
                group_index=group_index,  # 添加group_index参数
                is_zip=True  # 标记为zip文件
            )
            
            # 如果处理失败，返回错误
            if result.get('status') == 'error':
                # 删除保存的文件
                data_file.file.delete()
                data_file.delete()
                
                return Response(
                    {"error": {"code": "processing_error", "message": result.get('message', '处理文件时出错')}},
                    status=status.HTTP_500_INTERNAL_SERVER_ERROR
                )
            
            # 获取分组信息
            group_names = result.get('group_names', [])
            
            # 添加next_steps字段
            response_data = {
                "status": "success",
                "group_names": group_names,  # 在响应中包含分组信息
                "next_steps": [
                    {
                        "step": "preprocessing",
                        "url": f"/api/projects/{project_id}/analysis/",
                        "description": "数据预处理",
                        "frontend_url": f"/projects/{project_id}/analysis/"
                    }
                ],
                "message": "数据上传成功，请确认分组信息"
            }
            
            return Response(response_data, status=status.HTTP_200_OK)
            
        except Exception as e:
            # 处理失败，删除保存的文件
            data_file.file.delete()
            data_file.delete()
            
            return Response(
                {"error": {"code": "processing_error", "message": f"处理文件时出错: {str(e)}"}},
                status=status.HTTP_500_INTERNAL_SERVER_ERROR
            )

class GroupInfoView(APIView):
    """获取分组信息视图"""
    permission_classes = [permissions.IsAuthenticated]
    
    def get(self, request, project_id):
        try:
            # 获取项目实例
            project = Project.objects.get(id=project_id, user=request.user)
        except Project.DoesNotExist:
            return Response(
                {"error": {"code": "project_not_found", "message": "项目不存在"}},
                status=status.HTTP_404_NOT_FOUND
            )
        
        # 检查项目是否有活动数据文件
        if not project.active_data_file:
            return Response(
                {"error": {"code": "no_active_data", "message": "项目没有活动数据文件，请先上传并选择数据"}},
                status=status.HTTP_400_BAD_REQUEST
            )
        
        # 获取分组信息
        try:
            result = RExecutor.get_group_info(project_id=project_id)
            
            # 如果处理失败，返回错误
            if result.get('status') == 'error':
                return Response(
                    {"error": {"code": "processing_error", "message": result.get('message', '获取分组信息时出错')}},
                    status=status.HTTP_500_INTERNAL_SERVER_ERROR
                )
            
            # 返回分组信息
            return Response(
                {
                    "status": "success",
                    "group_names": result.get('group_names', [])
                },
                status=status.HTTP_200_OK
            )
            
        except Exception as e:
            import traceback
            error_details = traceback.format_exc()
            logger = logging.getLogger(__name__)
            logger.error(f"分组信息错误: {str(e)}\n{error_details}")
            
            return Response(
                {"error": {"code": "processing_error", "message": f"获取分组信息时出错: {str(e)}"}},
                status=status.HTTP_500_INTERNAL_SERVER_ERROR
            )

class SelectDataFileView(APIView):
    """选择活动数据文件视图"""
    permission_classes = [permissions.IsAuthenticated]
    
    def post(self, request, project_id, file_id):
        try:
            # 获取项目实例
            project = Project.objects.get(id=project_id, user=request.user)
        except Project.DoesNotExist:
            return Response(
                {"error": {"code": "project_not_found", "message": "项目不存在"}},
                status=status.HTTP_404_NOT_FOUND
            )
        
        try:
            # 获取数据文件实例
            data_file = DataFile.objects.get(id=file_id, project=project)
        except DataFile.DoesNotExist:
            return Response(
                {"error": {"code": "file_not_found", "message": "数据文件不存在"}},
                status=status.HTTP_404_NOT_FOUND
            )
        
        # 设置为当前活动文件
        project.active_data_file = data_file
        
        # 如果项目处于初始化状态，更新为数据已加载状态
        if project.status == 'initialized':
            project.status = 'data_loaded'
        
        project.save()
        
        # 返回成功响应
        return Response(
            {
                "status": "success",
                "message": f"已将文件 '{data_file.filename}' 设置为当前活动文件",
                "active_file": {
                    "id": data_file.id,
                    "filename": data_file.filename,
                    "uploaded_at": data_file.uploaded_at
                }
            },
            status=status.HTTP_200_OK
        )

class UpdateDataFileView(APIView):
    """更新数据文件视图"""
    permission_classes = [permissions.IsAuthenticated]
    
    def post(self, request, project_id, file_id):
        try:
            # 获取项目实例
            project = Project.objects.get(id=project_id, user=request.user)
        except Project.DoesNotExist:
            return Response(
                {"error": {"code": "project_not_found", "message": "项目不存在"}},
                status=status.HTTP_404_NOT_FOUND
            )
        
        try:
            # 获取数据文件实例
            data_file = DataFile.objects.get(id=file_id, project=project)
        except DataFile.DoesNotExist:
            return Response(
                {"error": {"code": "file_not_found", "message": "数据文件不存在"}},
                status=status.HTTP_404_NOT_FOUND
            )
        
        # 获取波数范围参数
        if 'wavenumber_range' in request.data:
            try:
                wavenumber_values = request.data['wavenumber_range'].split(',')
                data_file.wavenumber_min = float(wavenumber_values[0])
                data_file.wavenumber_max = float(wavenumber_values[1])
                data_file.save()
            except (ValueError, IndexError):
                return Response(
                    {"error": {"code": "invalid_wavenumber", "message": "波数范围格式无效，应为两个数值，如'500,3150'"}},
                    status=status.HTTP_400_BAD_REQUEST
                )
            
            # 如果这是当前活动的数据文件，需要重新生成ramex_data.rds文件
            if project.active_data_file == data_file:
                try:
                    # 调用update_wavenumber_range方法重新生成ramex_data.rds文件
                    result = RExecutor.update_wavenumber_range(
                        project_id=project_id,
                        file_id=file_id,
                        wavenumber_range=[data_file.wavenumber_min, data_file.wavenumber_max]
                    )
                    
                    if result["status"] != "success":
                        return Response(
                            {"error": {"code": "processing_error", "message": result["message"]}},
                            status=status.HTTP_500_INTERNAL_SERVER_ERROR
                        )
                except Exception as e:
                    return Response(
                        {"error": {"code": "processing_error", "message": f"更新波数范围时出错: {str(e)}"}},
                        status=status.HTTP_500_INTERNAL_SERVER_ERROR
                    )
        
        # 返回成功响应
        return Response(
            {
                "status": "success",
                "message": f"已成功更新文件 '{data_file.filename}' 的波数范围",
                "data_file": {
                    "id": data_file.id,
                    "filename": data_file.filename,
                    "wavenumber_min": data_file.wavenumber_min,
                    "wavenumber_max": data_file.wavenumber_max
                }
            },
            status=status.HTTP_200_OK
        )

class DeleteDataFileView(APIView):
    """删除数据文件视图"""
    permission_classes = [permissions.IsAuthenticated]
    
    def delete(self, request, project_id, file_id):
        try:
            # 获取项目实例
            project = Project.objects.get(id=project_id, user=request.user)
        except Project.DoesNotExist:
            return Response(
                {"error": {"code": "project_not_found", "message": "项目不存在"}},
                status=status.HTTP_404_NOT_FOUND
            )
        
        try:
            # 获取数据文件实例
            data_file = DataFile.objects.get(id=file_id, project=project)
        except DataFile.DoesNotExist:
            return Response(
                {"error": {"code": "file_not_found", "message": "数据文件不存在"}},
                status=status.HTTP_404_NOT_FOUND
            )
        
        # 检查是否是活动文件
        if project.active_data_file == data_file:
            # 将活动文件设置为None
            project.active_data_file = None
            project.save()
            
            # 如果项目只有这一个文件并且已删除，将项目状态重置为初始化
            if project.data_files.count() == 1:
                project.status = 'initialized'
                project.save()
        
        # 删除实际的文件
        if data_file.file:
            try:
                if os.path.exists(data_file.file.path):
                    os.remove(data_file.file.path)
            except Exception as e:
                # 即使文件删除失败，也继续删除数据库记录
                pass
        
        # 删除数据库记录
        data_file.delete()
        
        # 返回成功响应
        return Response(
            {"status": "success", "message": f"数据文件 '{data_file.filename}' 已被删除"},
            status=status.HTTP_200_OK
        )

class SaveRdsDataView(APIView):
    """保存确认的RDS数据视图"""
    permission_classes = [permissions.IsAuthenticated]
    
    def post(self, request, project_id):
        try:
            # 获取项目实例
            project = Project.objects.get(id=project_id, user=request.user)
        except Project.DoesNotExist:
            return Response(
                {"error": {"code": "project_not_found", "message": "项目不存在"}},
                status=status.HTTP_404_NOT_FOUND
            )
        
        # 检查项目是否有活动数据文件
        if not project.active_data_file:
            return Response(
                {"error": {"code": "no_active_data", "message": "项目没有活动数据文件，请先上传并选择数据"}},
                status=status.HTTP_400_BAD_REQUEST
            )
        
        # 获取请求中的分组顺序 - 直接从request.data中获取，避免直接访问request.body
        group_order = None
        if hasattr(request, 'data') and isinstance(request.data, dict):
            group_order = request.data.get('group_order')
        
        # 调用R执行器的save_rds方法，传入分组顺序
        result = RExecutor.save_rds(project_id, group_order)
        
        if result.get('status') != 'success':
            return Response({
                "status": "error",
                "error": {"message": result.get('message', '保存RDS数据时出错')}
            }, status=status.HTTP_500_INTERNAL_SERVER_ERROR)
        
        # 获取用户ID和项目目录
        user_id = project.user.id
        project_dir = os.path.join(settings.MEDIA_ROOT, f'users/{user_id}/projects/{project_id}/data')
        
        # 检查临时RamEx数据文件是否存在
        ramex_data_path = os.path.join(project_dir, 'ramex_data.rds')
        if not os.path.exists(ramex_data_path):
            return Response(
                {"error": {"code": "no_data", "message": "未找到RamEx数据文件，请重新上传数据"}},
                status=status.HTTP_400_BAD_REQUEST
            )
        
        # 更新项目状态
        if project.status == 'initialized':
            project.status = 'data_loaded'
            project.save()
        
        # 返回成功响应
        return Response({
            "status": "success",
            "message": "分组信息已确认，数据已保存",
            "next_url": f"/projects/{project_id}/analysis/"
        }, status=status.HTTP_200_OK)