package config_spider import ( "crawlab/constants" "crawlab/entity" "crawlab/model" "crawlab/utils" "errors" "fmt" "path/filepath" ) type ScrapyGenerator struct { Spider model.Spider ConfigData entity.ConfigSpiderData } // 生成爬虫文件 func (g ScrapyGenerator) Generate() error { // 生成 items.py if err := g.ProcessItems(); err != nil { return err } // 生成 spider.py if err := g.ProcessSpider(); err != nil { return err } return nil } // 生成 items.py func (g ScrapyGenerator) ProcessItems() error { // 待处理文件名 src := g.Spider.Src filePath := filepath.Join(src, "config_spider", "items.py") // 获取所有字段 fields := g.GetAllFields() // 字段名列表(包含默认字段名) fieldNames := []string{ "_id", "task_id", "ts", } // 加入字段 for _, field := range fields { fieldNames = append(fieldNames, field.Name) } // 将字段名转化为python代码 str := "" for _, fieldName := range fieldNames { line := g.PadCode(fmt.Sprintf("%s = scrapy.Field()", fieldName), 1) str += line } // 将占位符替换为代码 if err := utils.SetFileVariable(filePath, constants.AnchorItems, str); err != nil { return err } return nil } // 生成 spider.py func (g ScrapyGenerator) ProcessSpider() error { // 待处理文件名 src := g.Spider.Src filePath := filepath.Join(src, "config_spider", "spiders", "spider.py") // 替换 start_stage if err := utils.SetFileVariable(filePath, constants.AnchorStartStage, "parse_"+GetStartStageName(g.ConfigData)); err != nil { return err } // 替换 start_url if err := utils.SetFileVariable(filePath, constants.AnchorStartUrl, g.ConfigData.StartUrl); err != nil { return err } // 替换 parsers strParser := "" for _, stage := range g.ConfigData.Stages { stageName := stage.Name stageStr := g.GetParserString(stageName, stage) strParser += stageStr } if err := utils.SetFileVariable(filePath, constants.AnchorParsers, strParser); err != nil { return err } return nil } func (g ScrapyGenerator) GetParserString(stageName string, stage entity.Stage) string { // 构造函数定义行 strDef := g.PadCode(fmt.Sprintf("def parse_%s(self, response):", stageName), 1) strParse := "" if stage.IsList { // 列表逻辑 strParse = g.GetListParserString(stageName, stage) } else { // 非列表逻辑 strParse = g.GetNonListParserString(stageName, stage) } // 构造 str := fmt.Sprintf(`%s%s`, strDef, strParse) return str } func (g ScrapyGenerator) PadCode(str string, num int) string { res := "" for i := 0; i < num; i++ { res += " " } res += str res += "\n" return res } func (g ScrapyGenerator) GetNonListParserString(stageName string, stage entity.Stage) string { str := "" // 获取或构造item str += g.PadCode("item = Item() if response.meta.get('item') is None else response.meta.get('item')", 2) // 遍历字段列表 for _, f := range stage.Fields { line := fmt.Sprintf(`item['%s'] = response.%s.extract_first()`, f.Name, g.GetExtractStringFromField(f)) line = g.PadCode(line, 2) str += line } // next stage 字段 if f, err := g.GetNextStageField(stage); err == nil { // 如果找到 next stage 字段,进行下一个回调 str += g.PadCode(fmt.Sprintf(`yield scrapy.Request(url="get_real_url(response, item['%s'])", callback=self.parse_%s, meta={'item': item})`, f.Name, f.NextStage), 2) } else { // 如果没找到 next stage 字段,返回 item str += g.PadCode(fmt.Sprintf(`yield item`), 2) } // 加入末尾换行 str += g.PadCode("", 0) return str } func (g ScrapyGenerator) GetListParserString(stageName string, stage entity.Stage) string { str := "" // 获取前一个 stage 的 item str += g.PadCode(`prev_item = response.meta.get('item')`, 2) // for 循环遍历列表 str += g.PadCode(fmt.Sprintf(`for elem in response.%s:`, g.GetListString(stage)), 2) // 构造item str += g.PadCode(`item = Item()`, 3) // 遍历字段列表 for _, f := range stage.Fields { line := fmt.Sprintf(`item['%s'] = elem.%s.extract_first()`, f.Name, g.GetExtractStringFromField(f)) line = g.PadCode(line, 3) str += line } // 把前一个 stage 的 item 值赋给当前 item str += g.PadCode(`if prev_item is not None:`, 3) str += g.PadCode(`for key, value in prev_item.items():`, 4) str += g.PadCode(`item[key] = value`, 5) // next stage 字段 if f, err := g.GetNextStageField(stage); err == nil { // 如果找到 next stage 字段,进行下一个回调 str += g.PadCode(fmt.Sprintf(`yield scrapy.Request(url=get_real_url(response, item['%s']), callback=self.parse_%s, meta={'item': item})`, f.Name, f.NextStage), 3) } else { // 如果没找到 next stage 字段,返回 item str += g.PadCode(fmt.Sprintf(`yield item`), 3) } // 分页 if stage.PageCss != "" || stage.PageXpath != "" { str += g.PadCode(fmt.Sprintf(`next_url = response.%s.extract_first()`, g.GetExtractStringFromStage(stage)), 2) str += g.PadCode(fmt.Sprintf(`yield scrapy.Request(url=get_real_url(response, next_url), callback=self.parse_%s, meta={'item': prev_item})`, stageName), 2) } // 加入末尾换行 str += g.PadCode("", 0) return str } // 获取所有字段 func (g ScrapyGenerator) GetAllFields() []entity.Field { return GetAllFields(g.ConfigData) } // 获取包含 next stage 的字段 func (g ScrapyGenerator) GetNextStageField(stage entity.Stage) (entity.Field, error) { for _, field := range stage.Fields { if field.NextStage != "" { return field, nil } } return entity.Field{}, errors.New("cannot find next stage field") } func (g ScrapyGenerator) GetExtractStringFromField(f entity.Field) string { if f.Css != "" { // 如果为CSS if f.Attr == "" { // 文本 return fmt.Sprintf(`css('%s::text')`, f.Css) } else { // 属性 return fmt.Sprintf(`css('%s::attr("%s")')`, f.Css, f.Attr) } } else { // 如果为XPath if f.Attr == "" { // 文本 return fmt.Sprintf(`xpath('string(%s)')`, f.Xpath) } else { // 属性 return fmt.Sprintf(`xpath('%s/@%s')`, f.Xpath, f.Attr) } } } func (g ScrapyGenerator) GetExtractStringFromStage(stage entity.Stage) string { // 分页元素属性,默认为 href pageAttr := "href" if stage.PageAttr != "" { pageAttr = stage.PageAttr } if stage.PageCss != "" { // 如果为CSS return fmt.Sprintf(`css('%s::attr("%s")')`, stage.PageCss, pageAttr) } else { // 如果为XPath return fmt.Sprintf(`xpath('%s/@%s')`, stage.PageXpath, pageAttr) } } func (g ScrapyGenerator) GetListString(stage entity.Stage) string { if stage.ListCss != "" { return fmt.Sprintf(`css('%s')`, stage.ListCss) } else { return fmt.Sprintf(`xpath('%s')`, stage.ListXpath) } }