If you need to display a self hosted video in the sidebar, you may use this widget.
First you should save your video in .ogg, .mp4 and .webm formats at your server. This condition is required to achieve crossbrowser compatibility.
Then add the links to appropriate fields, set the preview image and configure other settings, such as Autoplay, controls, etc.

HTML5 Video Widget1