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# Basic tutorial 10: GStreamer tools
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## Goal
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GStreamer comes with a set of tools which range from handy to
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absolutely essential. There is no code in this tutorial, just sit back
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and relax, and we will teach you:
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- How to build and run GStreamer pipelines from the command line,
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without using C at all!
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- How to find out what GStreamer elements you have available and their
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capabilities.
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- How to discover the internal structure of media files.
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## Introduction
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These tools are available in the bin directory of the GStreamer
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binaries. You need to move to this directory to execute them, because
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it is not added to the system’s `PATH` environment variable (to avoid
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polluting it too much).
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Just open a terminal (or console window) and go to the `bin` directory
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of your GStreamer installation (Read again the [Installing
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GStreamer](installing/index.md) section to find out where this is),
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and you are ready to start typing the commands given in this tutorial.
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2018-11-11 15:49:19 +00:00
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> ![Information](images/icons/emoticons/information.svg)
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>
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> On Linux, you should use the GStreamer version installed with your
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> distribution, the tools should be installed with a package named `gstreamer1`
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> on Fedora style distributions, or `gstreamer1.0-tools` on Debian/Ubuntu style
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> distributions.
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In order to allow for multiple versions of GStreamer to coexists in the
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same system, these tools are versioned, this is, a GStreamer version
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number is appended to their name. This version is based on
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GStreamer 1.0, so the tools are called `gst-launch-1.0`,
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`gst-inspect-1.0` and `gst-discoverer-1.0`
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## `gst-launch-1.0`
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This tool accepts a textual description of a pipeline, instantiates it,
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and sets it to the PLAYING state. It allows you to quickly check if a
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given pipeline works, before going through the actual implementation
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using GStreamer API calls.
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Bear in mind that it can only create simple pipelines. In particular, it
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can only simulate the interaction of the pipeline with the application
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up to a certain level. In any case, it is extremely handy to test
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pipelines quickly, and is used by GStreamer developers around the world
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on a daily basis.
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Please note that `gst-launch-1.0` is primarily a debugging tool for
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developers. You should not build applications on top of it. Instead, use
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the `gst_parse_launch()` function of the GStreamer API as an easy way to
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construct pipelines from pipeline descriptions.
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Although the rules to construct pipeline descriptions are very simple,
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the concatenation of multiple elements can quickly make such
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descriptions resemble black magic. Fear not, for everyone learns the
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`gst-launch-1.0` syntax, eventually.
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The command line for gst-launch-1.0 consists of a list of options followed
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by a PIPELINE-DESCRIPTION. Some simplified instructions are given next,
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see the complete documentation at [the reference page](tools/gst-launch.md)
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for `gst-launch-1.0`.
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### Elements
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In simple form, a PIPELINE-DESCRIPTION is a list of element types
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separated by exclamation marks (!). Go ahead and type in the following
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command:
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```
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gst-launch-1.0 videotestsrc ! videoconvert ! autovideosink
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```
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You should see a windows with an animated video pattern. Use CTRL+C on
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the terminal to stop the program.
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This instantiates a new element of type `videotestsrc` (an element which
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generates a sample video pattern), an `videoconvert` (an element
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which does raw video format conversion, making sure other elements can
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understand each other), and an `autovideosink` (a window to which video
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is rendered). Then, GStreamer tries to link the output of each element
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to the input of the element appearing on its right in the description.
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If more than one input or output Pad is available, the Pad Caps are used
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to find two compatible Pads.
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### Properties
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Properties may be appended to elements, in the form
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*property=value *(multiple properties can be specified, separated by
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spaces). Use the `gst-inspect-1.0` tool (explained next) to find out the
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available properties for an
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element.
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```
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gst-launch-1.0 videotestsrc pattern=11 ! videoconvert ! autovideosink
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```
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You should see a static video pattern, made of circles.
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### Named elements
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Elements can be named using the `name` property, in this way complex
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pipelines involving branches can be created. Names allow linking to
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elements created previously in the description, and are indispensable to
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use elements with multiple output pads, like demuxers or tees, for
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example.
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Named elements are referred to using their name followed by a
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dot.
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```
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gst-launch-1.0 videotestsrc ! videoconvert ! tee name=t ! queue ! autovideosink t. ! queue ! autovideosink
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```
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You should see two video windows, showing the same sample video pattern.
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If you see only one, try to move it, since it is probably on top of the
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second window.
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This example instantiates a `videotestsrc`, linked to a
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`videoconvert`, linked to a `tee` (Remember from [](tutorials/basic/multithreading-and-pad-availability.md) that
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a `tee` copies to each of its output pads everything coming through its
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input pad). The `tee` is named simply ‘t’ (using the `name` property)
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and then linked to a `queue` and an `autovideosink`. The same `tee` is
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referred to using ‘t.’ (mind the dot) and then linked to a second
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`queue` and a second `autovideosink`.
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To learn why the queues are necessary read [](tutorials/basic/multithreading-and-pad-availability.md).
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### Pads
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Instead of letting GStreamer choose which Pad to use when linking two
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elements, you may want to specify the Pads directly. You can do this by
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adding a dot plus the Pad name after the name of the element (it must be
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a named element). Learn the names of the Pads of an element by using
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the `gst-inspect-1.0` tool.
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This is useful, for example, when you want to retrieve one particular
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stream out of a
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demuxer:
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```
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gst-launch-1.0 souphttpsrc location=https://gstreamer.freedesktop.org/data/media/sintel_trailer-480p.webm ! matroskademux name=d d.video_0 ! matroskamux ! filesink location=sintel_video.mkv
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```
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This fetches a media file from the internet using `souphttpsrc`, which
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is in webm format (a special kind of Matroska container, see [](tutorials/basic/concepts.md)). We
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then open the container using `matroskademux`. This media contains both
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audio and video, so `matroskademux` will create two output Pads, named
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`video_0` and `audio_0`. We link `video_0` to a `matroskamux` element
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to re-pack the video stream into a new container, and finally link it to
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a `filesink`, which will write the stream into a file named
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"sintel\_video.mkv" (the `location` property specifies the name of the
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file).
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All in all, we took a webm file, stripped it of audio, and generated a
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new matroska file with the video. If we wanted to keep only the
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audio:
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```
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gst-launch-1.0 souphttpsrc location=https://gstreamer.freedesktop.org/data/media/sintel_trailer-480p.webm ! matroskademux name=d d.audio_0 ! vorbisparse ! matroskamux ! filesink location=sintel_audio.mka
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```
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The `vorbisparse` element is required to extract some information from
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the stream and put it in the Pad Caps, so the next element,
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`matroskamux`, knows how to deal with the stream. In the case of video
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this was not necessary, because `matroskademux` already extracted this
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information and added it to the Caps.
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Note that in the above two examples no media has been decoded or played.
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We have just moved from one container to another (demultiplexing and
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re-multiplexing again).
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### Caps filters
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When an element has more than one output pad, it might happen that the
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link to the next element is ambiguous: the next element may have more
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than one compatible input pad, or its input pad may be compatible with
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the Pad Caps of all the output pads. In these cases GStreamer will link
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using the first pad that is available, which pretty much amounts to
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saying that GStreamer will choose one output pad at random.
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Consider the following
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pipeline:
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```
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gst-launch-1.0 souphttpsrc location=https://gstreamer.freedesktop.org/data/media/sintel_trailer-480p.webm ! matroskademux ! filesink location=test
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```
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This is the same media file and demuxer as in the previous example. The
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input Pad Caps of `filesink` are `ANY`, meaning that it can accept any
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kind of media. Which one of the two output pads of `matroskademux` will
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be linked against the filesink? `video_0` or `audio_0`? You cannot
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know.
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You can remove this ambiguity, though, by using named pads, as in the
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previous sub-section, or by using **Caps
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Filters**:
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```
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gst-launch-1.0 souphttpsrc location=https://gstreamer.freedesktop.org/data/media/sintel_trailer-480p.webm ! matroskademux ! video/x-vp8 ! matroskamux ! filesink location=sintel_video.mkv
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```
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A Caps Filter behaves like a pass-through element which does nothing and
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only accepts media with the given Caps, effectively resolving the
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ambiguity. In this example, between `matroskademux` and `matroskamux` we
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added a `video/x-vp8` Caps Filter to specify that we are interested in
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the output pad of `matroskademux` which can produce this kind of video.
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To find out the Caps an element accepts and produces, use the
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`gst-inspect-1.0` tool. To find out the Caps contained in a particular file,
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use the `gst-discoverer-1.0` tool. To find out the Caps an element is
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producing for a particular pipeline, run `gst-launch-1.0` as usual, with the
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`–v` option to print Caps information.
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### Examples
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Play a media file using `playbin` (as in [](tutorials/basic/hello-world.md)):
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```
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gst-launch-1.0 playbin uri=https://gstreamer.freedesktop.org/data/media/sintel_trailer-480p.webm
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```
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A fully operation playback pipeline, with audio and video (more or less
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the same pipeline that `playbin` will create
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internally):
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```
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gst-launch-1.0 souphttpsrc location=https://gstreamer.freedesktop.org/data/media/sintel_trailer-480p.webm ! matroskademux name=d ! queue ! vp8dec ! videoconvert ! autovideosink d. ! queue ! vorbisdec ! audioconvert ! audioresample ! autoaudiosink
|
2016-05-16 14:30:34 +00:00
|
|
|
|
```
|
|
|
|
|
|
2016-06-16 00:00:24 +00:00
|
|
|
|
A transcoding pipeline, which opens the webm container and decodes both
|
2016-05-16 14:30:34 +00:00
|
|
|
|
streams (via uridecodebin), then re-encodes the audio and video branches
|
2024-11-09 17:05:18 +00:00
|
|
|
|
with different codecs (H.264 + AAC), and puts them back together into an
|
|
|
|
|
MP4 container (just for the sake of it). Because of the way the x264enc
|
|
|
|
|
encoder behaves by default (consuming multiple seconds of video input before
|
|
|
|
|
outputtingi anything), we have to increase the size of the queue in the audio
|
|
|
|
|
branch to make sure the pipeline can preroll and start up. Another solution
|
|
|
|
|
would be to use `x264enc tune=zerolatency` but that results in lower quality
|
|
|
|
|
and is more suitable for live streaming scenarios.
|
2016-05-16 14:30:34 +00:00
|
|
|
|
|
2016-05-27 02:48:36 +00:00
|
|
|
|
```
|
2024-11-09 17:05:18 +00:00
|
|
|
|
gst-launch-1.0 uridecodebin uri=https://gstreamer.freedesktop.org/data/media/sintel_trailer-480p.webm name=d ! queue ! videoconvert ! x264enc ! video/x-h264,profile=high ! mp4mux name=m ! filesink location=sintel.mp4 d. ! queue max-size-time=5000000000 max-size-bytes=0 max-size-buffers=0 ! audioconvert ! audioresample ! voaacenc ! m.
|
2016-05-16 14:30:34 +00:00
|
|
|
|
```
|
|
|
|
|
|
2016-06-16 00:00:24 +00:00
|
|
|
|
A rescaling pipeline. The `videoscale` element performs a rescaling
|
2016-05-16 14:30:34 +00:00
|
|
|
|
operation whenever the frame size is different in the input and the
|
|
|
|
|
output caps. The output caps are set by the Caps Filter to
|
|
|
|
|
320x200.
|
|
|
|
|
|
2016-05-27 02:48:36 +00:00
|
|
|
|
```
|
2024-11-08 01:47:15 +00:00
|
|
|
|
gst-launch-1.0 uridecodebin uri=https://gstreamer.freedesktop.org/data/media/sintel_trailer-480p.webm ! queue ! videoscale ! video/x-raw,width=320,height=200 ! videoconvert ! autovideosink
|
2016-05-16 14:30:34 +00:00
|
|
|
|
```
|
|
|
|
|
|
2016-06-16 00:00:24 +00:00
|
|
|
|
This short description of `gst-launch-1.0` should be enough to get you
|
2016-05-16 14:30:34 +00:00
|
|
|
|
started. Remember that you have the [complete documentation available
|
2016-11-05 08:18:49 +00:00
|
|
|
|
here](tools/gst-launch.md).
|
2016-05-16 14:30:34 +00:00
|
|
|
|
|
2016-06-16 00:00:24 +00:00
|
|
|
|
## `gst-inspect-1.0`
|
2016-05-16 14:30:34 +00:00
|
|
|
|
|
|
|
|
|
This tool has three modes of operation:
|
|
|
|
|
|
|
|
|
|
- Without arguments, it lists all available elements types, this is,
|
|
|
|
|
the types you can use to instantiate new elements.
|
|
|
|
|
- With a file name as an argument, it treats the file as a GStreamer
|
|
|
|
|
plugin, tries to open it, and lists all the elements described
|
|
|
|
|
inside.
|
|
|
|
|
- With a GStreamer element name as an argument, it lists all
|
|
|
|
|
information regarding that element.
|
|
|
|
|
|
|
|
|
|
Let's see an example of the third mode:
|
|
|
|
|
|
2016-05-27 02:48:36 +00:00
|
|
|
|
```
|
2016-05-27 16:10:42 +00:00
|
|
|
|
gst-inspect-1.0 vp8dec
|
2016-06-16 00:00:24 +00:00
|
|
|
|
|
2016-05-16 14:30:34 +00:00
|
|
|
|
Factory Details:
|
2016-06-16 00:00:24 +00:00
|
|
|
|
Rank primary (256)
|
|
|
|
|
Long-name On2 VP8 Decoder
|
|
|
|
|
Klass Codec/Decoder/Video
|
|
|
|
|
Description Decode VP8 video streams
|
|
|
|
|
Author David Schleef <ds@entropywave.com>, Sebastian Dröge <sebastian.droege@collabora.co.uk>
|
|
|
|
|
|
2016-05-16 14:30:34 +00:00
|
|
|
|
Plugin Details:
|
2016-06-16 00:00:24 +00:00
|
|
|
|
Name vpx
|
|
|
|
|
Description VP8 plugin
|
|
|
|
|
Filename /usr/lib64/gstreamer-1.0/libgstvpx.so
|
|
|
|
|
Version 1.6.4
|
|
|
|
|
License LGPL
|
|
|
|
|
Source module gst-plugins-good
|
|
|
|
|
Source release date 2016-04-14
|
|
|
|
|
Binary package Fedora GStreamer-plugins-good package
|
|
|
|
|
Origin URL http://download.fedoraproject.org
|
|
|
|
|
|
2016-05-16 14:30:34 +00:00
|
|
|
|
GObject
|
2016-06-16 00:00:24 +00:00
|
|
|
|
+----GInitiallyUnowned
|
|
|
|
|
+----GstObject
|
|
|
|
|
+----GstElement
|
|
|
|
|
+----GstVideoDecoder
|
2016-05-16 14:30:34 +00:00
|
|
|
|
+----GstVP8Dec
|
2016-06-16 00:00:24 +00:00
|
|
|
|
|
2016-05-16 14:30:34 +00:00
|
|
|
|
Pad Templates:
|
2016-06-16 00:00:24 +00:00
|
|
|
|
SINK template: 'sink'
|
|
|
|
|
Availability: Always
|
|
|
|
|
Capabilities:
|
|
|
|
|
video/x-vp8
|
|
|
|
|
|
2016-05-16 14:30:34 +00:00
|
|
|
|
SRC template: 'src'
|
|
|
|
|
Availability: Always
|
|
|
|
|
Capabilities:
|
2016-06-16 00:00:24 +00:00
|
|
|
|
video/x-raw
|
2016-05-16 14:30:34 +00:00
|
|
|
|
format: I420
|
|
|
|
|
width: [ 1, 2147483647 ]
|
|
|
|
|
height: [ 1, 2147483647 ]
|
|
|
|
|
framerate: [ 0/1, 2147483647/1 ]
|
2016-06-16 00:00:24 +00:00
|
|
|
|
|
2016-05-16 14:30:34 +00:00
|
|
|
|
|
|
|
|
|
Element Flags:
|
|
|
|
|
no flags set
|
2016-06-16 00:00:24 +00:00
|
|
|
|
|
2016-05-16 14:30:34 +00:00
|
|
|
|
Element Implementation:
|
2016-06-16 00:00:24 +00:00
|
|
|
|
Has change_state() function: gst_video_decoder_change_state
|
|
|
|
|
|
2016-05-16 14:30:34 +00:00
|
|
|
|
Element has no clocking capabilities.
|
|
|
|
|
Element has no URI handling capabilities.
|
2016-06-16 00:00:24 +00:00
|
|
|
|
|
2016-05-16 14:30:34 +00:00
|
|
|
|
Pads:
|
|
|
|
|
SINK: 'sink'
|
|
|
|
|
Pad Template: 'sink'
|
2016-06-16 00:00:24 +00:00
|
|
|
|
SRC: 'src'
|
|
|
|
|
Pad Template: 'src'
|
|
|
|
|
|
2016-05-16 14:30:34 +00:00
|
|
|
|
Element Properties:
|
|
|
|
|
name : The name of the object
|
|
|
|
|
flags: readable, writable
|
|
|
|
|
String. Default: "vp8dec0"
|
2016-06-16 00:00:24 +00:00
|
|
|
|
parent : The parent of the object
|
|
|
|
|
flags: readable, writable
|
|
|
|
|
Object of type "GstObject"
|
2016-05-16 14:30:34 +00:00
|
|
|
|
post-processing : Enable post processing
|
|
|
|
|
flags: readable, writable
|
|
|
|
|
Boolean. Default: false
|
|
|
|
|
post-processing-flags: Flags to control post processing
|
|
|
|
|
flags: readable, writable
|
2016-06-16 00:00:24 +00:00
|
|
|
|
Flags "GstVP8DecPostProcessingFlags" Default: 0x00000403, "mfqe+demacroblock+deblock"
|
2016-05-16 14:30:34 +00:00
|
|
|
|
(0x00000001): deblock - Deblock
|
|
|
|
|
(0x00000002): demacroblock - Demacroblock
|
|
|
|
|
(0x00000004): addnoise - Add noise
|
2016-06-16 00:00:24 +00:00
|
|
|
|
(0x00000400): mfqe - Multi-frame quality enhancement
|
2016-05-16 14:30:34 +00:00
|
|
|
|
deblocking-level : Deblocking level
|
|
|
|
|
flags: readable, writable
|
2016-11-05 08:18:49 +00:00
|
|
|
|
Unsigned Integer. Range: 0 - 16 Default: 4
|
2016-05-16 14:30:34 +00:00
|
|
|
|
noise-level : Noise level
|
|
|
|
|
flags: readable, writable
|
2016-11-05 08:18:49 +00:00
|
|
|
|
Unsigned Integer. Range: 0 - 16 Default: 0
|
2016-06-16 00:00:24 +00:00
|
|
|
|
threads : Maximum number of decoding threads
|
|
|
|
|
flags: readable, writable
|
2016-11-05 08:18:49 +00:00
|
|
|
|
Unsigned Integer. Range: 1 - 16 Default: 0
|
2016-05-16 14:30:34 +00:00
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
The most relevant sections are:
|
|
|
|
|
|
2016-06-16 00:00:24 +00:00
|
|
|
|
- Pad Templates: This lists all the kinds of Pads this
|
2016-05-16 14:30:34 +00:00
|
|
|
|
element can have, along with their capabilities. This is where you
|
2016-06-16 00:00:24 +00:00
|
|
|
|
look to find out if an element can link with another one. In this
|
2016-05-16 14:30:34 +00:00
|
|
|
|
case, it has only one sink pad template, accepting only
|
2016-06-16 00:00:24 +00:00
|
|
|
|
`video/x-vp8` (encoded video data in VP8 format) and only one source
|
|
|
|
|
pad template, producing `video/x-raw` (decoded video data).
|
|
|
|
|
- Element Properties: This lists the properties of the
|
2016-05-16 14:30:34 +00:00
|
|
|
|
element, along with their type and accepted values.
|
|
|
|
|
|
2016-06-16 00:00:24 +00:00
|
|
|
|
For more information, you can check the [documentation
|
2016-11-05 08:18:49 +00:00
|
|
|
|
page](tools/gst-inspect.md) of `gst-inspect-1.0`.
|
2016-05-16 14:30:34 +00:00
|
|
|
|
|
2016-06-16 00:00:24 +00:00
|
|
|
|
## `gst-discoverer-1.0`
|
2016-05-16 14:30:34 +00:00
|
|
|
|
|
2016-11-05 08:18:49 +00:00
|
|
|
|
This tool is a wrapper around the `GstDiscoverer` object shown in [](tutorials/basic/media-information-gathering.md).
|
2016-05-16 14:30:34 +00:00
|
|
|
|
It accepts a URI from the command line and prints all information
|
|
|
|
|
regarding the media that GStreamer can extract. It is useful to find out
|
|
|
|
|
what container and codecs have been used to produce the media, and
|
|
|
|
|
therefore what elements you need to put in a pipeline to play it.
|
|
|
|
|
|
2016-06-16 00:00:24 +00:00
|
|
|
|
Use `gst-discoverer-1.0 --help` to obtain the list of available options,
|
2016-05-16 14:30:34 +00:00
|
|
|
|
which basically control the amount of verbosity of the output.
|
|
|
|
|
|
|
|
|
|
Let's see an
|
|
|
|
|
example:
|
|
|
|
|
|
2016-05-27 02:48:36 +00:00
|
|
|
|
```
|
2023-04-06 17:28:33 +00:00
|
|
|
|
gst-discoverer-1.0 https://gstreamer.freedesktop.org/data/media/sintel_trailer-480p.webm -v
|
2016-05-16 14:30:34 +00:00
|
|
|
|
|
2023-04-06 17:28:33 +00:00
|
|
|
|
Analyzing https://gstreamer.freedesktop.org/data/media/sintel_trailer-480p.webm
|
|
|
|
|
Done discovering https://gstreamer.freedesktop.org/data/media/sintel_trailer-480p.webm
|
2016-05-16 14:30:34 +00:00
|
|
|
|
Topology:
|
|
|
|
|
container: video/webm
|
|
|
|
|
audio: audio/x-vorbis, channels=(int)2, rate=(int)48000
|
|
|
|
|
Codec:
|
|
|
|
|
audio/x-vorbis, channels=(int)2, rate=(int)48000
|
|
|
|
|
Additional info:
|
|
|
|
|
None
|
|
|
|
|
Language: en
|
|
|
|
|
Channels: 2
|
|
|
|
|
Sample rate: 48000
|
|
|
|
|
Depth: 0
|
|
|
|
|
Bitrate: 80000
|
|
|
|
|
Max bitrate: 0
|
|
|
|
|
Tags:
|
|
|
|
|
taglist, language-code=(string)en, container-format=(string)Matroska, audio-codec=(string)Vorbis, application-name=(string)ffmpeg2theora-0.24, encoder=(string)"Xiph.Org\ libVorbis\ I\ 20090709", encoder-version=(uint)0, nominal-bitrate=(uint)80000, bitrate=(uint)80000;
|
|
|
|
|
video: video/x-vp8, width=(int)854, height=(int)480, framerate=(fraction)25/1
|
|
|
|
|
Codec:
|
|
|
|
|
video/x-vp8, width=(int)854, height=(int)480, framerate=(fraction)25/1
|
|
|
|
|
Additional info:
|
|
|
|
|
None
|
|
|
|
|
Width: 854
|
|
|
|
|
Height: 480
|
|
|
|
|
Depth: 0
|
|
|
|
|
Frame rate: 25/1
|
|
|
|
|
Pixel aspect ratio: 1/1
|
|
|
|
|
Interlaced: false
|
|
|
|
|
Bitrate: 0
|
|
|
|
|
Max bitrate: 0
|
|
|
|
|
Tags:
|
|
|
|
|
taglist, video-codec=(string)"VP8\ video", container-format=(string)Matroska;
|
|
|
|
|
|
|
|
|
|
Properties:
|
|
|
|
|
Duration: 0:00:52.250000000
|
|
|
|
|
Seekable: yes
|
|
|
|
|
Tags:
|
2016-06-16 00:00:24 +00:00
|
|
|
|
video codec: VP8 video
|
2016-05-16 14:30:34 +00:00
|
|
|
|
language code: en
|
|
|
|
|
container format: Matroska
|
|
|
|
|
application name: ffmpeg2theora-0.24
|
|
|
|
|
encoder: Xiph.Org libVorbis I 20090709
|
|
|
|
|
encoder version: 0
|
|
|
|
|
audio codec: Vorbis
|
|
|
|
|
nominal bitrate: 80000
|
|
|
|
|
bitrate: 80000
|
|
|
|
|
```
|
|
|
|
|
|
2016-06-16 00:00:24 +00:00
|
|
|
|
## Conclusion
|
2016-05-16 14:30:34 +00:00
|
|
|
|
|
|
|
|
|
This tutorial has shown:
|
|
|
|
|
|
|
|
|
|
- How to build and run GStreamer pipelines from the command line using
|
2016-06-16 00:00:24 +00:00
|
|
|
|
the `gst-launch-1.0` tool.
|
2016-05-16 14:30:34 +00:00
|
|
|
|
- How to find out what GStreamer elements you have available and their
|
2016-05-27 16:10:42 +00:00
|
|
|
|
capabilities, using the `gst-inspect-1.0` tool.
|
2016-05-16 14:30:34 +00:00
|
|
|
|
- How to discover the internal structure of media files, using
|
2016-05-27 16:10:42 +00:00
|
|
|
|
`gst-discoverer-1.0`.
|
2016-05-16 14:30:34 +00:00
|
|
|
|
|
2016-06-16 00:00:24 +00:00
|
|
|
|
It has been a pleasure having you here, and see you soon!
|