短视频矩阵系统源码开发技术:
-
数据采集:使用Python的requests库进行数据爬取,使用Selenium模拟浏览器操作,解决抖音反爬虫机制。
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数据处理:使用Python的正则表达式、BeautifulSoup等库进行数据处理。
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关键词匹配:使用Python的jieba分词库进行分词,使用TF-IDF算法进行关键词权重计算,使用余弦相似度算法进行关键词匹配。
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排名展示:使用Python的Flask框架进行Web开发,使用Echarts进行数据可视化展示。


创建工程项目
*/
public function createProjectAction() {
$this->useLayout('dydqtshoppc-head.html');
id = this->request->getIntParam('id');
//获取视频信息
$video_model = new App_Model_Douyin_MysqlVideoStorage();
video_info = video_model->getRowByIdSid(id, this->sid);
use_platform = empty(video_info['dv_use_platform']) ? [] : json_decode($video_info['dv_use_platform'], 1);
if (!empty($video_info)) {
video_cfg = empty(video_info['dv_platform']) ? null : json_decode($video_info['dv_platform'], 1);
}
//视频混剪模式
$video_mixed_mode = plum_parse_config('project_mixed_mode','dydqt/project');
this-\>output\['video_info'\] = video_info;
this-\>output\['use_platform'\] = use_platform;
this-\>output\['video_cfg'\] = empty(video_cfg) ? null : $video_cfg;
this-\>output\['video_mixed_mode'\] = video_mixed_mode;
$this->output['font_map'] = (new App_Plugin_Ffmpeg_VideoPlugin())->getFontMap();
$color_list = plum_parse_config('color_list', 'config');
this-\>output\['color_list'\] = color_list;
//火山引擎、腾讯云配音
$huoshan_vcn = plum_parse_config('hsyq_vcn', 'system');
$tencent_vcn = plum_parse_config('txy_vcn', 'system');
this-\>output\['audio_vcn'\] = empty(tencent_vcn) ? huoshan_vcn : tencent_vcn;
$this->output['platform_list'] = plum_parse_config('platform_list', 'dydqt/project');
$this->displaySmarty('dydqtshoppc/video/create-project.tpl');
}
/*
* 添加/编辑视频
*/
public function addVideoAction(){
$this->useLayout('dydqtshoppc-head.html');
id = this->request->getIntParam('id');
//获取视频信息
$Video_model = new App_Model_Douyin_MysqlVideoStorage();
video_info = Video_model->getRowByIdSid(id, this->sid);
//视频混剪模式
$video_mixed_mode = plum_parse_config('project_mixed_mode','dydqt/project');
this-\>output\['video_info'\] = video_info;
this-\>output\['video_mixed_mode'\] = video_mixed_mode;
$this->displaySmarty('dydqtshoppc/video/addVideo.html');
}