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  • Introducing the Data Warehouse Connector feature

    30 janvier, par Matomo Core Team

    Matomo is built on a simple truth : your data belongs to you, and you should have complete control over it. That’s why we’re excited to launch our new Data Warehouse Connector feature for Matomo Cloud, giving you even more ways to work with your analytics data. 

    Until now, getting raw data from Matomo Cloud required APIs and custom scripts, or waiting for engineering help.  

    Our new Data Warehouse Connector feature removes those barriers. You can now access your raw, unaggregated data and schedule regular exports straight to your data warehouse. 

    The feature works with all major data warehouses including (but not limited to) : 

    • Google BigQuery 
    • Amazon Redshift 
    • Snowflake 
    • Azure Synapse Analytics 
    • Apache Hive 
    • Teradata 

    You can schedule exports, combine your Matomo data with other data sources in your data warehouse, and easily query data with SQL-like queries. 

    Direct raw data access for greater data portability 

    Waiting for engineering support can delay your work. Managing API connections and writing scripts can be time-consuming. This keeps you from focusing on what you do best—analysing data. 

    BigQuery create-table-menu

    With the Data Warehouse Connector feature, you get direct access to your raw Matomo data without the technical setup. So, you can spend more time analysing data and finding insights that matter. 

    Bringing your data together 

    Answering business questions often requires data from multiple sources. A single customer interaction might span your CRM, web analytics, sales systems, and more. Piecing this data together manually is time-consuming—what starts as a seemingly simple question from stakeholders can turn into hours of work collecting and comparing data across different tools. 

    This feature lets you combine your Matomo data with data from other business systems in your data warehouse. Instead of switching between tools or manually comparing spreadsheets, you can analyse all your data in one place to better understand how customers interact with your business. 

    Easy, custom analysis with SQL-like queries 

    Standard, pre-built reports often don’t address the specific, detailed questions that analysts need to answer.  

    When you use the Data Warehouse Connector feature, you can use SQL-like queries in your data warehouse to do detailed, customised analysis. This flexibility allows you to explore your data in depth and uncover specific insights that aren’t possible with pre-built reports. 

    Here is an example of how you might use SQL-like query to compare the behaviours of paying vs. non-paying users : 

    				
                                            <xmp>SELECT  

    custom_dimension_value AS user_type, -- Assuming 'user_type' is stored in a custom dimension

    COUNT(*) AS total_visits,  

    AVG(visit_total_time) AS avg_duration,

    SUM(conversion.revenue) AS total_spent  

    FROM  

    `your_project.your_dataset.matomo_log_visit` AS visit

    LEFT JOIN  

    `your_project.your_dataset.matomo_log_conversion` AS conversion  

    ON  

    visit.idvisit = conversion.idvisit  

    GROUP BY  

    custom_dimension_value; </xmp>
                                   

    This query helps you compare metrics such as the number of visits, average session duration, and total amount spent between paying and non-paying users. It provides a full view of behavioural differences between these groups. 

    Advanced data manipulation and visualisation 

    When you need to create detailed reports or dive deep into data analysis, working within the constraints of a fixed user interface (UI) can limit your ability to draw insights. 

    Exporting your Matomo data to a data warehouse like BigQuery provides greater flexibility for in-depth manipulation and advanced visualisations, enabling you to uncover deeper insights and tailor your reports more effectively. 

    Getting started 

    To set up data warehouse exports in your Matomo : 

    1. Go to System Admin (cog icon in the top right corner) 
    2. Select ‘Export’ from the left-hand menu 
    3. Choose ‘Data Warehouse Connector’ 

    You’ll find detailed instructions in our data warehouse exports guide 

    Please note, enabling this feature will cost an additional 10% of your current subscription. You can view the exact cost by following the steps above. 

    New to Matomo ? Start your 21-day free trial now (no credit card required), or request a demo. 

  • Issues with processing media on windows Azure

    23 septembre 2015, par Ahmed Mujtaba

    I have a website built on ASP.NET web forms that works as a media portal for users to upload videos. I’m using ffmpeg encoders to produce video contents to be streamed in the browser. I’m using the web deploy method to publish the site on the Azure server. The website get’s deployed properly however I get following issues in the live site.

    1. Video never get’s encoded and published. I get some sort of error.

    2. Video get’s published but the process of uploading and encoding the video is way too slow on the web server.

    My project solution contains upload.ashx that handles the upload requests and makes the call to encode.ashx which is responsible for the encoding and publishing of the videos. I tried to remotely debug the site but the debugger never get’s to encode.ashx.

    I was wondering if these issues can be resolved by having the website deployed with a VM ?

    Script that uploads the video file :

    var filesuploaded = 0;
       var faileduploaded = 0;

       $(function () {
           var uploader = new plupload.Uploader({
               runtimes: 'gears,html5,flash,silverlight,browserplus',
               browse_button: '&lt;%= pickfiles.ClientID %>',
               container: 'container',
               max_file_size: '&lt;%= MaxMediaSize %>mb',
               url: '&lt;%=Config.GetUrl() %>videos/upload/upload.ashx',
               flash_swf_url: '&lt;%=Config.GetUrl() %>plupload/js/plupload.flash.swf',
               silverlight_xap_url: '&lt;%=Config.GetUrl() %>plupload/js/plupload.silverlight.xap',
               chunk_size: '4mb',
               &lt;%= UniqueNames %>
               filters: [
               { title: '&lt;%= AllowedFormatsDisplay %>', extensions: '&lt;%= AllowedFormats %>'}],
               headers: { UName: '&lt;%=UserName %>', MTP: '&lt;%= MediaType %>' }
           });
           //uploader.bind('Init', function (up, params) {
           //    $('#filelist').html("<div>Current runtime: " + params.runtime + "</div>");
           //});

           uploader.init();

           $('#uploadfiles').click(function (e) {
               uploader.start();
               e.preventDefault();
               $("#uploadfiles").hide();
               $("#&lt;%= embd.ClientID %>").hide();
           });

           uploader.bind('FilesAdded', function (up, files) {
               $("#uploadfiles").show();
               $("#&lt;%= msg.ClientID %>").html("");
               var count=0;
               $.each(files, function (i, file) {
                   $('#filelist').append(
                       '<div class="item_pad_4 bx_br_bt">' + (count + 1) + ': ' + file.name + ' (' + plupload.formatSize(file.size) + ')  <b></b></div>' );
                   count++;
               });
               var maxupload = &lt;%= MaxVideoUploads %>;
               if(count > maxupload)
               {              
                   $.each(files, function(i, file) {
                       uploader.removeFile(file);
                   });

                   $('#filelist').html("");
                   $("#uploadfiles").hide();
                   Display_Message("#&lt;%= msg.ClientID %>", "Can't upload more than " + maxupload + " records at once!", 1, 1);
                   return false;
               }
               else {
                   $("#tfiles").html(count);
                   $("#uploadfiles").removeClass("disabled");
                   $("#&lt;%= pickfiles.ClientID %>").hide();
               }
               up.refresh(); // Reposition Flash/Silverlight
           });

           uploader.bind('UploadProgress', function (up, file) {
               $('#' + file.id + " b").html(file.percent + "%");
           });

           uploader.bind('Error', function (up, err) {
               $('#filelist').append("<div>Error: " + err.code +
                   ", Message: " + err.message +
                   (err.file ? ", File: " + err.file.name : "") +
                   "</div>"
               );
               up.refresh(); // Reposition Flash/Silverlight
           });

           var failedstatus = 0;
           uploader.bind('FileUploaded', function (up, file, info) {
               // encode started
               if (info.response != "failed" &amp;&amp; info.response != "") {
                   EncodeVD(file.id, info.response, file.size);
                   Display_Message('#' + file.id, "Please wait for final processing", 0, 1);
                   if (failedstatus == 0)
                       Redirect(info.response);
                   filesuploaded++;
               }
               else {
                   Display_Message('#' + file.id, "Response is: " + info.response, 0, 1);
               }
           });
       });
       var redcnt = 0;
       function Redirect(filename) {
           var IntervalID = setInterval(function () {
               redcnt++;
               if (redcnt > 2) {
                   clearInterval(IntervalID);
                   var tfiles = $("#tfiles").html();
                   if(tfiles == faileduploaded) { // break further processing all videos failed to upload
                   }
                   else if (filesuploaded >= tfiles) {
                       document.location = "&lt;%=ConfirmPageUrl %>?fn=" + filename + "&amp;gid=&lt;%=GalleryID %>&amp;uvids=" + $("#tfiles").html() + "&amp;mpid=" + $("#maxpid").html().trim() + "&lt;%=GroupParam %>";
                   }
           }
           }, 2000);
    }
    function EncodeVD(mid, mfile, msize) {
       var params = '&lt;%= EncodingParams %>&amp;fn=' + mfile;
           $.ajax({
               type: 'GET',
               url: '&lt;%= Encoding_Handler_Path %>',
               data: params,
               async: true,
               success: function (msg) {
                   if (msg == "Success" || msg == "") {
                       $('#' + mid).html('<strong>Uploading Completed Successfully - Wait for Processing.');
                   }
                   else {
                       failedstatus = 1;
                       faileduploaded++;
                       Display_Message('#' + mid, "Response is: " + msg, 0, 1);
                   }
               }
           });
       }
    </strong>

    Server side code for processing the file upload :

    private int MediaType = 0; // 0 : video, 1: audio

       public void ProcessRequest (HttpContext context) {
           try
           {
               context.Response.ContentType = "text/plain";
               context.Response.Write(ProcessMedia(context));
           }
           catch (Exception ex)
           {
               context.Response.Write("error|" + ex.Message);
           }
       }

       public string ProcessMedia(HttpContext context)
       {
           if (context.Request.Files.Count > 0)
           {
               int chunk = context.Request["chunk"] != null ? int.Parse(context.Request["chunk"]) : 0;
               string fileName = context.Request["name"] != null ? context.Request["name"] : string.Empty;
               //string _fileName = fileName.Remove(fileName.LastIndexOf(".")) + "-" + Guid.NewGuid().ToString().Substring(0, 6) + "" + fileName.Remove(0, fileName.LastIndexOf("."));
               HttpPostedFile fileUpload = context.Request.Files[0];

               string upath = "";
               if (context.Request.Headers["UName"] != null)
                   upath = context.Request.Headers["UName"].ToString();

               //if (CloudSettings.EnableCloudStorage &amp;&amp; upath != "")
               //    _fileName = upath.Substring(0, 3) + "-" + _fileName; // avoid duplication in cloud storage

               if (context.Request.Headers["MTP"] != null)
                   MediaType = Convert.ToInt32(context.Request.Headers["MTP"]);

               //string extensions = "";
               //if (MediaType == 0)
               //    extensions = Site_Settings.Video_Allowed_Formats;
               //else
               //    extensions = Site_Settings.Audio_Allowed_Formats;

               //bool sts = UtilityBLL.Check_File_Extension(extensions, fileName.ToLower());
               //if (sts == false)
               //{
               //    return "Invalid format, please upload proper video!"; // Invalid video format, please upload proper video
               //}

               int allowable_size_mb = 0;
               if (MediaType == 0)
               {
                   allowable_size_mb = Site_Settings.Video_Max_Size;
               }
               else
               {
                   allowable_size_mb = Site_Settings.Audio_Max_Size;
               }
               int UploadSize = allowable_size_mb * 1000000;
               if (fileUpload.ContentLength > UploadSize)
               {
                   return "Video Limit Exceeds";
               }

               string uploadPath = "";
               // check whether audio / mp3 encoding enabled
               if (this.MediaType == 1)
               {
                   // audio encoding
                   if (fileName.EndsWith(".mp3"))
                   {
                       // upload mp3 directly in mp3 path instead of default path
                       if (upath == "")
                           uploadPath = UrlConfig.MP3_Path(); // source video path
                       else
                           uploadPath = UrlConfig.MP3_Path(upath); // source video path
                   }
                   else
                   {
                       // default path
                       if (upath == "")
                           uploadPath = UrlConfig.Source_Video_Path(); // source video path
                       else
                           uploadPath = UrlConfig.Source_Video_Path(upath); // source video path
                   }
               }
               else
               {//azure
                   // default path
                   if (upath == "")
                       uploadPath = UrlConfig.Source_Video_Path(); // source video path
                   else
                       uploadPath = UrlConfig.Source_Video_Path(upath); // source video path
               }

               FileStream fs;
               using (fs = new FileStream(Path.Combine(uploadPath, fileName), chunk == 0 ? FileMode.Create : FileMode.Append))
               {
                   byte[] buffer = new byte[fileUpload.InputStream.Length];
                   fileUpload.InputStream.Read(buffer, 0, buffer.Length);

                   fs.Write(buffer, 0, buffer.Length);
               }
               return fileName; // "Success";
           }
           else
           {
               return "failed";
           }

           return "";
       }
       public bool IsReusable {
           get {
               return false;
           }
       }

    code in encode.aspx responsible for encoding the video :

    private string EncodeMedia(HttpContext context)
    {
       string sourcepath = "";
       string publishedpath = "";
       string mp3path = "";
       string thumbpath = "";
       if (this.UserName != "")
       {//azure
           sourcepath = UrlConfig.Source_Video_Path(this.UserName);
           publishedpath = UrlConfig.Published_Video_Path(this.UserName);
           mp3path = UrlConfig.MP3_Path(this.UserName);
           thumbpath = UrlConfig.Thumbs_Path(this.UserName);
       }
       else
       {
           sourcepath = UrlConfig.Source_Video_Path();
           publishedpath = UrlConfig.Published_Video_Path();
           mp3path = UrlConfig.MP3_Path();
           thumbpath = UrlConfig.Thumbs_Path();
       }
       if (this.FileName.EndsWith(".mp3") &amp;&amp; this.MediaType == 1)
       {
           // mp3 and audio format
           if (!File.Exists(mp3path + "/" + this.FileName))
           {
               return "Audio file not found!";
           }
       }
       else
       {
           // rest normal video and audio encoding
           if (!File.Exists(sourcepath + "/" + this.FileName))
           {
               return "Source file not found!";
           }
       }

       if (CloudSettings.EnableCloudStorage &amp;&amp; this.UserName != "")
           this.FileName = this.UserName.Substring(0, 3) + "-" + this.FileName; // avoid duplication in cloud storage


       //double f_contentlength = 0;
       //if (Site_Settings.Feature_Packages == 1)
       //{
       //    if (Config.GetMembershipAccountUpgradeType() != 1)
       //    {
       //        // Check whether user have enough space to upload content
       //        // Restriction only for normal or premium users
       //        f_contentlength = (double)fileUpload.ContentLength / 1000000;
       //        string media_field_name = "space_video";
       //        if (MediaType == 1)
       //            media_field_name = "space_audio";
       //        if (!User_PackagesBLL.Check_User_Space_Status(upath, media_field_name, f_contentlength) &amp;&amp; !isAdmin)
       //        {
       //            // insufficient credits to upload content
       //            return "Insufficient credits to upload media file"; //   Response.Redirect(Config.GetUrl("myaccount/packages.aspx?status=" + media_field_name), true);
       //        }
       //    }
       //}

       this.backgroundpublishing = true; // should be true on direct encoding
       // Video Processing
       string flv_filename = "";
       string original_filename = "";
       string thumb_filename = "";
       string duration = "";
       int duration_sec = 0;

       // set video actions : 1 -> on, 0 -> off
       int isenabled = 1;
       int ispublished = 1;
       int isreviewed = 1;
       int isresponse = 0;
       if (Response_VideoID > 0)
           isresponse = 1;

       string flv_url = "none";
       string thumb_url = "none";
       string org_url = "none";
       string _embed = "";

       string errorcode = "0";
       VideoInfo info = null;

       if (Site_Settings.Content_Approval == 0)
           isreviewed = 0;


       // check whether audio / mp3 encoding enabled
       if (this.FileName.EndsWith(".mp3") &amp;&amp; this.MediaType==1)
       {
           // audio encoding
           // mp3 file already
           // so no encoding happens
           MediaHandler _minfo = new MediaHandler();
           _minfo.FFMPEGPath = Encoding_Settings.FFMPEGPATH;
           _minfo.FileName = FileName;
           _minfo.InputPath = mp3path;
           info = _minfo.Get_Info();

           flv_filename = FileName;
           original_filename = FileName;
           duration = info.Duration;
           duration_sec = info.Duration_Sec;
           isenabled = 1; // enabled
       }
       else if (this.directpublishing)
       {            

           // publish video
           ArrayList itags = new ArrayList();
           MHPEncoder encoder = new MHPEncoder();
           //if (this.FileName.EndsWith(".mpeg") || this.FileName.EndsWith(".mpg")) // use mpg compatible ffmpeg encoder
           //    encoder.FfmpegPath = HttpContext.Current.Server.MapPath(HttpContext.Current.Request.ApplicationPath) + "\\ffmpeg\\ffmpegbk\\ffmpeg.exe";
               //encoder.ThumbFfmpegPath = Encoding_Settings.FFMPEGPATH; // use normal ffmpeg encoder for thumbs processing

           //azure
           encoder.FfmpegPath = Encoding_Settings.FFMPEGPATH; // use normal ffmpeg encoder
           encoder.FlvToolPath = Encoding_Settings.FLVTOOLPATH; // set meta information for flv videos
           encoder.Mp4BoxPath = Encoding_Settings.MP4BoxPath; // set meta information for mp4 videos
           encoder.SourcePath = sourcepath;
           encoder.SourceFileName = this.FileName;

           // No cloud storage on direct encoding
           //if (CloudSettings.EnableCloudStorage)
           //    encoder.EnableCloudStorage = true;


           if (MediaType == 1)
           {
               // audio encoding
               itags.Add("14");
               encoder.iTags = itags;
               encoder.GrabThumbs = false;
               encoder.PublishedPath = mp3path;

               //_vprocess.OutputPath = this.MP3Path;
               //_vprocess.isAudio = true;
           }
           else
           {
               // video encoding
               itags.Add(EncoderSettings.DefaultITagValue.ToString()); // 5 for 360p mp4 encoding    
               //itags.Add(7);   // this will call 7 case settings to publish next video ending with _7.mp4 instead of _5.mp4
               // so there will be 2 videos with different resoultions published at the end of the process?
               // yesmake sure use proper settings first test it directly via command.    
               //okay i got it. But i'm gonna have to use a different media players to incroporate those settings
               // once published you can load different videos for different user by checking _7.mp4 (end) va
              //okay got it.

               //azure
               encoder.PublishedPath = publishedpath;
               encoder.iTags = itags;
               encoder.ThumbsDirectory = thumbpath;
               encoder.TotalThumbs = 15;

               //_vprocess.ThumbPath = this.ThumbPath;
               //_vprocess.OutputPath = this.FLVPath;
               //if (Config.isPostWaterMark())
               //{
               //    // script for posting watermark on video
               //    _vprocess.WaterMarkPath = Server.MapPath(Request.ApplicationPath) + "\\contents\\watermark";
               //    _vprocess.WaterMarkImage = "watermark.gif";

               //}
           }
           int deleteoption = Site_Settings.Video_Delete_Original;
           if (deleteoption == 1)
           {
               encoder.DeleteSource = true;
           }
           // background processing
           if (this.backgroundpublishing &amp;&amp; this.MediaType==0)
           {
               encoder.BackgroundProcessing = true;
               // get information from source video in order to store it in database
               MediaHandler _minfo = new MediaHandler();
               //if (this.FileName.EndsWith(".mpeg") || this.FileName.EndsWith(".mpg")) // use mpg compatible ffmpeg encoder
               //    encoder.FfmpegPath = HttpContext.Current.Server.MapPath(HttpContext.Current.Request.ApplicationPath) + "\\ffmpeg\\ffmpegbk\\ffmpeg.exe";
               //else
                   _minfo.FFMPEGPath = Encoding_Settings.FFMPEGPATH;

               _minfo.FileName = FileName;
               _minfo.InputPath = sourcepath;
               info = _minfo.Get_Info();
           }
           // encode video processing
           Video_Information vinfo = encoder.Process();
           if (vinfo.ErrorCode > 0)
           {
               errorcode = vinfo.ErrorCode.ToString();
               ErrorLgBLL.Add_Log("Encoding Failed Log", "", "encoding error: " + vinfo.ErrorCode.ToString() + "<br />Description: " + vinfo.ErrorDescription.ToString());
                //return vinfo.ErrorDescription;
           }
           // Double check validation
           // if published video exist
           // if thumb exist
           // then proceed further

           if (MediaType == 0)
           {
               if (!File.Exists(encoder.PublishedPath + "/" + vinfo.FLVVideoName))
               {
                   return "Video failed to published properly.";
               }
               if (!File.Exists(encoder.ThumbsDirectory + "/" + vinfo.ThumbFileName))
               {
                   return "Thumbs failed to grab from video properly.";
               }
           }
           else
           {
               if (vinfo.FLVVideoName == "")
               {
                   vinfo.FLVVideoName = this.FileName.Remove(this.FileName.LastIndexOf(".")) + "_14.mp3"; // mp3 file path name
               }
               if (!File.Exists(encoder.PublishedPath + "/" + vinfo.FLVVideoName))
               {
                   return "Audio failed to published properly.";
               }
           }
           // Now thumbs and video published, procceed for data processing
           // get information from vinfo object
           if (this.backgroundpublishing &amp;&amp; this.MediaType == 0)
           {
               string OutputFileName = this.FileName.Remove(this.FileName.LastIndexOf("."));
               flv_filename = OutputFileName + "_" + EncoderSettings.DefaultITagValue + "." + EncoderSettings.Return_Output_Extension(EncoderSettings.DefaultITagValue);
               original_filename = vinfo.OriginalVideoName;
               thumb_filename = OutputFileName + "_008.jpg"; // info.ThumbFileName;
               duration = info.Duration;
               duration_sec = info.Duration_Sec;
           }
           else
           {
               flv_filename = vinfo.FLVVideoName;
               original_filename = vinfo.OriginalVideoName;
               thumb_filename = vinfo.ThumbFileName;
               duration = vinfo.Duration;
               duration_sec = vinfo.Duration_Sec;
               isenabled = vinfo.isEnabled;
           }

           // No cloud storage on direct encoding.
           // Note cloude storage only works if background processing is disabled
           // Or works in cased of sheduled processing
           if (CloudSettings.EnableCloudStorage &amp;&amp; errorcode == "0")
           {
               flv_url = "amazon";
               org_url = "https://s3.amazonaws.com/" + CloudSettings.OriginalVideoBucketName + "/" + this.FileName;
               thumb_url = "https://s3.amazonaws.com/" + CloudSettings.ThumbsBucketName + "/" + thumb_filename;

           }

       }
       else
       {
           // set publishing status off.
           ispublished = 0;
           original_filename = this.FileName;
       }

       // Store video information in database
       string ipaddress = context.Request.ServerVariables["REMOTE_ADDR"].ToString();

       // Store media information in database
       Video_Struct vd = new Video_Struct();
       vd.CategoryID = 0; // store categoryname or term instead of category id
       vd.Categories = Categories;
       vd.UserName = UserName;
       vd.Title = "";
       vd.Description = "";
       vd.Tags = Tags;
       vd.Duration = duration;
       vd.Duration_Sec = duration_sec;
       vd.OriginalVideoFileName = original_filename;
       vd.VideoFileName = flv_filename;
       vd.ThumbFileName = thumb_filename;
       vd.isPrivate = Privacy;
       vd.AuthKey = PAuth;
       vd.isEnabled = isenabled;
       vd.Response_VideoID = Response_VideoID; // video responses
       vd.isResponse = isresponse;
       vd.isPublished = ispublished;
       vd.isReviewed = isreviewed;
       vd.FLV_Url = flv_url;
       vd.Thumb_Url = thumb_url;
       vd.Org_Url = org_url;
       vd.Embed_Script = _embed;
       vd.isExternal = 0; // website own video, 1: embed video
       vd.IPAddress = ipaddress;
       vd.Type = MediaType;
       vd.YoutubeID = "";
       vd.isTagsreViewed = 1;
       vd.Mode = 0; // filter videos based on website sections
       //vd.ContentLength = f_contentlength;
       vd.GalleryID = GID;
       vd.ErrorCode = Convert.ToInt32(errorcode);
       long videoid = VideoBLL.Process_Info(vd, false);

       // Process tags
       if (Tags != "")
       {
           int tag_type = 0; // represent videos
           if (MediaType == 1)
               tag_type = 4; // represent audio file
           TagsBLL.Process_Tags(Tags, tag_type, 0);
       }

       if (Response_VideoID > 0)
       {
           VideoBLL.Update_Responses(Response_VideoID);
       }

       return "Success";
    }