From 668565de96bfff9da312d0687d2f3b1cc280c16e Mon Sep 17 00:00:00 2001 From: Chadwick Boulay Date: Tue, 19 Nov 2019 14:39:44 -0500 Subject: [PATCH] Update docs for rst on RTD --- .gitignore | 2 + .idea/$CACHE_FILE$ | 6 + .idea/.gitignore | 2 + README.md | 151 +++-------------- docs/README.md | 9 + docs/conf.py | 3 +- docs/dev/{appdev.rst => app_dev.rst} | 0 docs/dev/{buildenv.rst => build_env.rst} | 0 docs/dev/dev_guide.rst | 8 + docs/devguide.rst | 6 - docs/images/OVAS-main.png | Bin 0 -> 21712 bytes docs/images/balert.png | Bin 0 -> 4381 bytes docs/images/firewall-badconfig.png | Bin 0 -> 64439 bytes docs/images/firewall-turnoff.png | Bin 0 -> 47289 bytes docs/images/muse1lsl.png | Bin 0 -> 41594 bytes docs/images/muse2lsl.png | Bin 0 -> 40281 bytes docs/images/network-reconfig-a.png | Bin 0 -> 78216 bytes docs/images/ovas-driverprops.png | Bin 0 -> 20324 bytes docs/images/staticinfo.png | Bin 0 -> 6768 bytes docs/index.rst | 14 +- docs/info/intro.rst | 68 ++++++++ docs/info/network_connectivity.rst | 165 +++++++++++++++++++ docs/info/ovas.rst | 9 + docs/info/supported_devices.rst | 99 +++++++++++ docs/info/time_synchronization.rst | 76 +++++++++ docs/{usersguide.rst => info/user_guide.rst} | 4 +- 26 files changed, 481 insertions(+), 141 deletions(-) create mode 100644 .idea/$CACHE_FILE$ create mode 100644 .idea/.gitignore create mode 100644 docs/README.md rename docs/dev/{appdev.rst => app_dev.rst} (100%) rename docs/dev/{buildenv.rst => build_env.rst} (100%) create mode 100644 docs/dev/dev_guide.rst delete mode 100644 docs/devguide.rst create mode 100644 docs/images/OVAS-main.png create mode 100644 docs/images/balert.png create mode 100644 docs/images/firewall-badconfig.png create mode 100644 docs/images/firewall-turnoff.png create mode 100644 docs/images/muse1lsl.png create mode 100644 docs/images/muse2lsl.png create mode 100644 docs/images/network-reconfig-a.png create mode 100644 docs/images/ovas-driverprops.png create mode 100644 docs/images/staticinfo.png create mode 100644 docs/info/intro.rst create mode 100644 docs/info/network_connectivity.rst create mode 100644 docs/info/ovas.rst create mode 100644 docs/info/supported_devices.rst create mode 100644 docs/info/time_synchronization.rst rename docs/{usersguide.rst => info/user_guide.rst} (93%) diff --git a/.gitignore b/.gitignore index ee188b0..e509e33 100644 --- a/.gitignore +++ b/.gitignore @@ -31,3 +31,5 @@ docs/_build/ # stupid ds_store: .DS_Store +# JetBrains +.idea diff --git a/.idea/$CACHE_FILE$ b/.idea/$CACHE_FILE$ new file mode 100644 index 0000000..6cb8985 --- /dev/null +++ b/.idea/$CACHE_FILE$ @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/.idea/.gitignore b/.idea/.gitignore new file mode 100644 index 0000000..5c98b42 --- /dev/null +++ b/.idea/.gitignore @@ -0,0 +1,2 @@ +# Default ignored files +/workspace.xml \ No newline at end of file diff --git a/README.md b/README.md index 90f5fcd..0c28223 100644 --- a/README.md +++ b/README.md @@ -1,142 +1,43 @@ -# Major Update as of Nov 23, 2018 - -The old labstreaminglayer repository has moved to https://github.com/sccn/lsl_archived . - -If you cloned/forked labstreaminglayer before the move, then you must redo this to get the latest source code. Please note that this repository uses submodules so you will have to do a recursive clone: `git clone --recursive https://github.com/sccn/labstreaminglayer.git`. - -This repository is a container for all labstreaminglayer-related repositories. -The core library (liblsl) is hosted in the sccn organization. -Language wrappers and apps are hosted in the https://github.com/labstreaminglayer organization. - -If you have any outstanding issues that need addressing then please comment on them in the lsl_archived repo. We will continue to monitor that repo and will transfer issues here as needed. -If you were working on any changes against the old repo then you can make a pull request against lsl_archived and we will take care of applying it to the new repo. - # Summary The **lab streaming layer** (LSL) is a system for the unified collection of measurement time series in research experiments that handles both the networking, time-synchronization, (near-) real-time access as well as optionally the centralized collection, viewing and disk recording of the data. -The **LSL distribution** consists of: -- The core transport library -([liblsl](https://github.com/sccn/liblsl/)) and its language interfaces - ([C](https://github.com/sccn/liblsl/), - [C++](https://github.com/sccn/liblsl/), - [Python](https://github.com/labstreaminglayer/liblsl-Python/), - [Java](https://github.com/labstreaminglayer/liblsl-Java/), - [C#](https://github.com/labstreaminglayer/liblsl-Csharp/), - [MATLAB](https://github.com/labstreaminglayer/liblsl-Matlab/)). - The library is general-purpose and cross-platform (Win/Linux/MacOS/ - [Android](https://github.com/labstreaminglayer/liblsl-Android/)/iOS, x86/amd64/arm) - and forms the heart of the project. -- A suite of tools built on top of the library, including a - [recording program](https://github.com/labstreaminglayer/App-LabRecorder), - [file importers](https://github.com/sccn/xdf), - and apps that make data from a range of - [acquisition hardware](https://github.com/sccn/labstreaminglayer/wiki/SupportedDevices) - available on the lab network (for example audio, EEG, or motion capture). - -There is an intro lecture/demo on LSL here: [http://www.youtube.com/watch?v=Y1at7yrcFW0](http://www.youtube.com/watch?v=Y1at7yrcFW0) -(part of an online course on EEG-based brain-computer interfaces). - -You may also wish to subscribe to the [LSL mailing list](https://mailman.ucsd.edu/mailman/listinfo/lsl-l) - -This is only a repository containing submodules for all projects. Depending on your needs, you should -either download ready-to-use binary packages or clone just the repositories you need (see -[liblsl](https://github.com/labstreaminglayer/labstreaminglayer/tree/master/LSL) for an overview). - -## Download Binary Releases - -You can find *old* releases on our FTP site: ftp://sccn.ucsd.edu/pub/software/LSL/. - -These releases are out of date. We are working toward an automated build and deployment system -but it is not ready yet. - -## Streaming Layer API - -The liblsl library provides the following **abstractions** for use by client programs: - -- **Stream Outlets**: for making time series data streams available on the lab network. - The data is pushed sample-by-sample or chunk-by-chunk into the outlet, and can consist of - single- or multichannel data, regular or irregular sampling rate, with uniform value types - (integers, floats, doubles, strings). Streams can have arbitrary XML meta-data (akin to a - file header). By creating an outlet the stream is made visible to a collection of computers - (defined by the network settings/layout) where one can subscribe to it by creating an inlet. - -- **Resolve functions**: these allow to resolve streams that are present on the lab network - according to content-based queries (for example, by name, content-type, or queries on the - meta-data). The service discovery features do not depend on external services such as zeroconf - and are meant to drastically simplify the data collection network setup. - -- **Stream Inlets**: for receiving time series data from a connected outlet. - Allows to retrieve samples from the provider (in-order, with reliable transmission, - optional type conversion and optional failure recovery). Besides the samples, the meta-data - can be obtained (as XML blob or alternatively through a small built-in DOM interface). - -- **Built-in clock**: Allows to time-stamp the transmitted samples so that they can be mutually - synchronized. See Time Synchronization. - -## Reliability - -The following reliability features are implemented by the library (transparently): -- Transport inherits the reliability of TCP, is message-oriented (partitioned into - samples) and type safe. - -- The library provides automatic failure recovery from application or computer crashes to minimize - data loss (optional); this makes it possible to replace a computer in the middle of a recording - without having to restart the data collection. - -- Data is buffered both at the sender and receiver side (with configurable and arbitrarily large - buffers) to tolerate intermittent network failures. - -- Transmission is type safe, and supports type conversions as necessary. - -## Time Synchronization - -The lab streaming layer comes with a built-in synchronized time facility for all recorded data which -is designed to achieve sub-millisecond accuracy on a local network of computers. -This facility serves to provide out-of-the-box support for synchronized data collection but does not -preclude the use of user-supplied alternative timestamps, for example from commercial timing -middleware or high-quality clocks. - -The built-in time synchronization is designed after the widely deployed Network Time Protocol (NTP) -and implemented in the LSL library. - -This feature is explained in more detail in the -[TimeSynchronization](https://github.com/sccn/labstreaminglayer/wiki/TimeSynchronization.wiki) section. - -## File Format - -The transport API itself does not endorse or provide a particular file format, but the provided recording -program (`LabRecorder`) records into the XDF file format -([Extensible Data Format](https://github.com/sccn/xdf)). XDF was designed concurrently with -the lab streaming layer and supports the full feature set of LSL (including multi-stream container -files, per-stream arbitrarily large XML headers, all sample formats as well as time-synchronization -information). - -## Developer Information +# Quick Start -Please see the separate [build documentation](doc/BUILD.md). +The most common way to use LSL is to use one or more applications with integrated LSL functionality. -The distribution includes a range of code examples in C, C++, Python, MATLAB, Java, and C# including -some very simple sender and receiver programs, as well as some fairly extensive demo apps. +* Take a look at the list of [supported devices](https://github.com/sccn/labstreaminglayer/wiki/SupportedDevices) +and follow the instructions to start streaming data from your device. +If your device is not in the list then see the "Getting Help" section below. +* Download [LabRecorder](https://github.com/labstreaminglayer/App-LabRecorder) from its +[release page](https://github.com/labstreaminglayer/App-LabRecorder/releases). (Note that LabRecorder +saves data to [Extensible Data Format (xdf)](https://github.com/sccn/xdf) which has its own set of +tools for loading data after finishing recording.) +* Use LSL from your scientific computing environment. LSL has many language interfaces, +including Python and Matlab. Python users need only `pip install pylsl` then try some of the +[provided examples](https://github.com/labstreaminglayer/liblsl-Python/tree/master/pylsl/examples). +The [Matlab interface](https://github.com/labstreaminglayer/liblsl-Matlab/) is also popular but +requires a little more work to get started; please see its README for more info. -See [ExampleCode](https://github.com/labstreaminglayer/App-Examples/) for a broader -overview of example programs, API documentation link, and general programming tips, tricks, and -frequently asked questions. +If you are not sure what you are looking for then try browsing through the code which has submodule links to different +repositories for tools and devices (Apps) and language interfaces (LSL). When you land in a new repository then be sure +to read its README and look at its Releases page. -## How to get support +## Getting Help If you are having trouble with LSL, there are few things you can do to get help. -First, look to the [Wiki](https://github.com/sccn/labstreaminglayer/wiki), especially the [frequently asked questions](https://github.com/sccn/labstreaminglayer/wiki/Frequently-Asked-Questions). -Second, search the issues list, including closed issues, in this repository and in the archived repository [here](https://github.com/sccn/lsl_archived). -If you don't find what you are looking for, then you can create a new issue. Try to include as much -information as possible about your device (if applicable), your computing environment (operating -system, processor achitecture), what you have tested so far, and also provide logs or other error -messages if available. If you create a new issue then please be responsive to follow-up questions and be sure to close it once the issue is solved. -You can also try joining the LabStreamingLayer `#users` channel on Slack. [Invite Link](https://join.slack.com/t/labstreaminglayer/shared_invite/enQtMzA2NjEwNDk0NjA5LTcyYWI4ZDk5OTY5MGI2YWYxNmViNjhkYWRhZTkwYWM0ODY0Y2M0YzdlZDRkZTg1OTUwZDU2M2UwNDgwYzUzNDg). +* [Read the docs](https://labstreaminglayer.readthedocs.io/) +* Search GitHub issues in this repository, in the old [archived repository](https://github.com/sccn/lsl_archived), + and in the submodule for your App or language interface of interest. +* Create a new GitHub issue. Please use the repository specific to the item you are having difficulty with. + e.g. if you are having trouble with LabRecorder then open a new issue in its repository. + If you don't know which repository is best then you can use the parent sccn/labstreaminglayer repository. +* Join the LabStreamingLayer `#users` channel on Slack. [Invite Link](https://join.slack.com/t/labstreaminglayer/shared_invite/enQtMzA2NjEwNDk0NjA5LTcyYWI4ZDk5OTY5MGI2YWYxNmViNjhkYWRhZTkwYWM0ODY0Y2M0YzdlZDRkZTg1OTUwZDU2M2UwNDgwYzUzNDg). Someone there may be able to get to the bottom of your problem through conversation. +* You may also wish to subscribe to the [LSL mailing list](https://mailman.ucsd.edu/mailman/listinfo/lsl-l) ## Acknowledgements diff --git a/docs/README.md b/docs/README.md new file mode 100644 index 0000000..f73ed3d --- /dev/null +++ b/docs/README.md @@ -0,0 +1,9 @@ +This folder contains the documentation for LabStreamingLayer. +Please find the compiled and rendered documentation on Read The Docs: +https://labstreaminglayer.readthedocs.io + +For offline use: +* You can find information about LSL, how to use LSL, troubleshooting, + device support etc in the `info` folder. +* You can find the developer documentation for configuring and building + existing applications or your own application in the `dev` folder. diff --git a/docs/conf.py b/docs/conf.py index e4a6f55..ca09fd2 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -48,5 +48,4 @@ # so a file named "default.css" will overwrite the builtin "default.css". html_static_path = ['_static'] -master_doc = 'index' # for Sphinx < 2.0 - +master_doc = 'index' # for Sphinx < 2.0 diff --git a/docs/dev/appdev.rst b/docs/dev/app_dev.rst similarity index 100% rename from docs/dev/appdev.rst rename to docs/dev/app_dev.rst diff --git a/docs/dev/buildenv.rst b/docs/dev/build_env.rst similarity index 100% rename from docs/dev/buildenv.rst rename to docs/dev/build_env.rst diff --git a/docs/dev/dev_guide.rst b/docs/dev/dev_guide.rst new file mode 100644 index 0000000..a34742d --- /dev/null +++ b/docs/dev/dev_guide.rst @@ -0,0 +1,8 @@ +Developer's Guide +================= + +Add introductory text here. + +The distribution includes a range of code examples in C, C++, Python, MATLAB, Java, and C# including some very simple sender and receiver programs, as well as some fairly extensive demo apps. + +See `ExampleCode `__ for a broader overview of example programs, API documentation link, and general programming tips, tricks, and frequently asked questions. diff --git a/docs/devguide.rst b/docs/devguide.rst deleted file mode 100644 index 11f30b5..0000000 --- a/docs/devguide.rst +++ /dev/null @@ -1,6 +0,0 @@ -Developer's guide -================= - -Add introductory text here. - - diff --git a/docs/images/OVAS-main.png b/docs/images/OVAS-main.png new file mode 100644 index 0000000000000000000000000000000000000000..ae9ef84eb46781ce504368afd82e0c8c8de48d09 GIT binary patch literal 21712 zcmbSzc|4T;*Z+)R#&V54X6#F$A~R#(XHqCC?TVPOXHSw4Ge#H6T0)T}E$%`pp(4ZB zccm!X42nt_OC{^?(sJM3-{<@M@%-lX3bTE#>$9A5-tYH0r#Rc)mS}z{ei#gf-eI+E z9}LDd4gEdMi-dk|y*<$c{o)I-I&u;Q6A)Yb2ZvqF!ay%_dysaKV6gj%;fs4OLC+Oj ztoH4K!9q8{U{pE`_I(xl{T>E8g@eI9kYO;x3>Zw(|Dsd91q^n;V#hYpfsi-Om4WQK zNN_KX-=anh!;?=IkB|ECBpGJFvkrj4>$sdfKV~L@4gY!!Bv|BP$0YKCw9{6G)b7qHA)7_BWH>0lh-R&`j#j%8)#p<)Szc&6z zj?lclE^2CGADYx zwV3g>V4GS6bzag{YUB1$WyZ(qB;R%@s)>DeryXo7 zz{j*z8Q*NJN|_U%8$FR7Sb#Km_c=T8OBMe5z3f7`Qj1CU`$sG9(fWlS?la3 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zm4%>PjwSr|T03heqpBw_KOgU9L~n;3hZW1U;8Ukd`H)P2^{(Z)8W(?t*V#(oZ?t!S zQ{9n-QV3?X9{%%`e(G+vmcV~A($#MJFHHZ7)c-F+eMoX3p;`l0BbZC$2gn^A9gTnr z-{-VuGjn_=t6e(xSootH5dQ_`ggcZq162B2SQIEqG&m?MmB{VX_hFzluy8#7M*(tB zsqiOmHo7og1A3R^!7VPdR6^XUNz3yX0^Y%7x@E<3n7@=W8v`G{9!m)uNMrFxY-U-J zTYk*|ibb^={Qe$s!3DiW4agXJOpvsK+&~rE*m3gxuS>3pC9Z=6k(fx8UX75Xk1Ic} z2o|7?_I0jpg%cMfoCr@zdfCe2e-$NBm0sNADeL~)`_SGS{nSbp4 zEiHObtO-pq;SsNA_I^EQATj0{RW6h*(Vz-@NuZm++ol8y>3>=7QWX<8_?)wX;8m*k zS99)Cxgcdr+LxU1Gjetc1RXWN%&>;JBCy(8IUwQo61P9d5HrT2{)pRl(UT+6=bUA_3xRMS;0QML&FAO0hb@&Et; literal 0 HcmV?d00001 diff --git a/docs/index.rst b/docs/index.rst index d7f1625..b8f3015 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -3,18 +3,20 @@ Welcome to Labstreaminglayer's documentation! .. toctree:: :maxdepth: 1 - :caption: User's guide + :caption: User's Guide - usersguide + info/intro + info/user_guide + info/supported_devices.rst .. toctree:: :maxdepth: 1 - :caption: Developer's guide + :caption: Developer's Guide - devguide + dev/dev_guide dev/build - dev/buildenv - dev/appdev + dev/build_env + dev/app_dev dev/repository diff --git a/docs/info/intro.rst b/docs/info/intro.rst new file mode 100644 index 0000000..a8455b5 --- /dev/null +++ b/docs/info/intro.rst @@ -0,0 +1,68 @@ +Introduction +############ + +What is LSL? +************ + +The **LSL distribution** consists of the core library and a suite of tools built on top of the library. + +The core transport library is `liblsl `__ and its language interfaces (`C `__, + `C++ `__, `Python `__, `Java `__, `C# `__, `MATLAB `__). + The library is general-purpose and cross-platform (OS Support: Win / Linux / MacOS / `Android `__ / iOS; + Architecture Support: x86 / amd64 / arm). + +The suite of tools includes a `recording program `__, `file importers `__, and apps that make data from a range of `acquisition hardware `__ available on the lab network (for example audio, EEG, or motion capture). + +There is an intro lecture/demo on LSL here: http://www.youtube.com/watch?v=Y1at7yrcFW0 (part of an online course on EEG-based brain-computer interfaces). + +Streaming Layer API +=================== + +The liblsl library provides the following **abstractions** for use by client programs: + +- **Stream Outlets**: for making time series data streams available on the lab network. The data is pushed sample-by-sample or chunk-by-chunk into the outlet, and can consist of single- or multichannel data, regular or irregular sampling rate, with uniform value types (integers, floats, doubles, strings). Streams can have arbitrary XML meta-data (akin to a file header). By creating an outlet the stream is made visible to a collection of computers (defined by the network settings/layout) where one can subscribe to it by creating an inlet. +- **Resolve functions**: these allow to resolve streams that are present on the lab network according to content-based queries (for example, by name, content-type, or queries on the meta-data). The service discovery features do not depend on external services such as zeroconf and are meant to drastically simplify the data collection network setup. +- **Stream Inlets**: for receiving time series data from a connected outlet. Allows to retrieve samples from the provider (in-order, with reliable transmission, optional type conversion and optional failure recovery). Besides the samples, the meta-data can be obtained (as XML blob or alternatively through a small built-in DOM interface). +- **Built-in clock**: Allows to time-stamp the transmitted samples so that they can be mutually synchronized. See Time Synchronization. + +Reliability +=========== + +The following reliability features are implemented by the library (transparently): + +- Transport inherits the reliability of TCP, is message-oriented (partitioned into samples) and type safe. +- The library provides automatic failure recovery from application or computer crashes to minimize data loss (optional); this makes it possible to replace a computer in the middle of a recording without having to restart the data collection. +- Data is buffered both at the sender and receiver side (with configurable and arbitrarily large buffers) to tolerate intermittent network failures. +- Transmission is type safe, and supports type conversions as necessary. + +Time Synchronization +==================== + +The lab streaming layer comes with a built-in synchronized time facility for all recorded data which is designed to achieve sub-millisecond accuracy on a local network of computers. This facility serves to provide out-of-the-box support for synchronized data collection but does not preclude the use of user-supplied alternative timestamps, for example from commercial timing middleware or high-quality clocks. + +The built-in time synchronization is designed after the widely deployed Network Time Protocol (NTP) and implemented in the LSL library. + +This feature is explained in more detail in the `TimeSynchronization `__ section. + +File Format +=========== + +The transport API itself does not endorse or provide a particular file format, but the provided recording program (``LabRecorder``) records into the XDF file format (`Extensible Data Format `__). XDF was designed concurrently with the lab streaming layer and supports the full feature set of LSL (including multi-stream container files, per-stream arbitrarily large XML headers, all sample formats as well as time-synchronization information). + +Developer Information +===================== + +Please see the separate [build documentation](doc/BUILD.md). + +Clock synchronization +--------------------- + +Here we talk about important functions like the local clock +(:func:`lsl_local_clock`), a function to query a time offset +(:func:`lsl_time_correction_ex`) and a function to get the library version used +by the loaded library (:func:`lsl_library_version`). + +Creating outlets +---------------- + +The main outlet class is :class:`lsl::stream_outlet`. diff --git a/docs/info/network_connectivity.rst b/docs/info/network_connectivity.rst new file mode 100644 index 0000000..fd1e3f6 --- /dev/null +++ b/docs/info/network_connectivity.rst @@ -0,0 +1,165 @@ +Network Troubleshooting +####################### + +If a computer cannot see another computer's streams, the issue is usually the firewall on one (or both) of the computers. However, if you are working with untested client programs it is possible that a stream is not visible just because the program has a bug (instead of due to a networking error between two machines). To test such a case, confirm that you are also unable to transmit data using the programs labstreaminglayer/LSL/liblsl/bin/SendData and labstreaminglayer/LSL/liblsl/bin/ReceiveData, respectively. Note that these programs take some console input that must be typed in correctly (this is easy to test on a single computer). + +To test whether the firewall is at issue, turn off both any personal firewall that you may have enabled, and then also turn off the Windows default firewall for the home or work network (if your network is declared home/work). As long as you are behind a router in a non-public network this should be safe. + +To turn off the Windows firewall, go to Start Menu / Control Panel / Windows Firewall / Turn Windows Firewall on or off (on the side panel) and then switch the Home or work (private) firewall to off as in the below screen shot. Do **not** turn off the public firewall, especially if you are on a laptop. + +.. image:: ../images/firewall-turnoff.png + +Do this on both computers. Note that your home or work network might accidentally be declared as public network: if this is the case your firewall status next to "Home or work (private) networks" will be listed as "Not Connected" and instead your current connection will show up under "Public networks" as in the below screen shot. You will want to correct this. + +.. image:: ../images/firewall-badconfig.png + +Keep in mind that a public wifi such as a campus network or coffee shop should always stay under public networks -- you cannot safely disable the firewall for such a network, and therefore cannot safely use LSL on a public wifi (the campus network in the picture is actually a bad example for this switchover; it shall stand here for a safe work network). A password-protected or wired home/work network should instead be placed under the home or work category, by going to Start Menu / Control Panel / Network and Sharing Center. Under "View your active networks" you should see your current network, incorrectly labeled as "public network" as in the following screen shot. + +.. image:: ../images/network-reconfig-a.png + +Click on the public network and switch it to either work or home network. Note that you may have to do this on both computers. + +If you can now see streams across computers, you have found the root cause. You might be able to re-enable your private-facing firewall and instead add a rule to your firewall that allows your client programs through the network (this can be done post-hoc in the firewall settings under "Allow a program or feature through Windows Firewall"). Most personal firewalls also allow you to set up per-program rules. + +Another possible (although rare) reason is when you have multiple (perhaps virtual) network adapters, and the primary network adapter is not the one that can communicate with other machines. This can happen if you have a virtual machine monitor (e.g., VirtualBox) installed and configured in an unfortunate way. If this could be the case, you can test whether this is the reason by temporarily disabling the offending network adapter and rerunning the LSL check. + +It can also be the case that if the proper adapter is not set as the default adapter, your LSL stream will not be broadcast to the network. In order to set an adapter as default in Windows, open up 'Control Panel->Network and Internet->Network Connections'. Hit 'Alt' to bring up the menu and select 'Advanced->Advanced Settings...'. This will bring up a dialog with the available adapters listed at the top. Move the desired adapter to the top of the list (drag and drop). You will need administrator privileges to do this. + +.. image:: http://sccn.ucsd.edu/images/advanced_network_settings.png + +If you still have connection problems your router might be configured to disable or block certain features or ports between computers. The features that are required by LSL to work in its default settings are UDP broadcasts or multi-cast on port 16571, as well as incoming TCP and UDP connections on ports 16572-16604 (although the upper ranges are only needed if you have sufficiently many LSL applications open on a single machine). + +Customizing Network Features of LSL +################################### +All network features used by LSL clients (such as the ports) can be customized using an appropriately-placed configuration file. You can find a better summary of the underlying operational principles of LSL at the BasicOperation page. + +Configuration File Locations +**************************** +There are four possible locations where such a config file will be found by the library (liblsl): + +* `/etc/lsl_api/lsl_api.cfg` (or `C:\etc\lsl_api\lsl_api.cfg` on Windows). + * This is a global directory that is visible to all applications from all users on a given computer. It could, for example, be mounted from a remote location to have consistent settings. +* `~/lsl_api/lsl_api.cfg` (or `C:\Users\username\lsl_api\lsl_api.cfg` on Windows 7, `C:\Documents and Settings\username\lsl_api\lsl_api.cfg` on WinXP, and so on). + * This is a user-specific directory that is visible for all applications of that user. No administrator rights are usually necessary to edit it. +* `lsl_api.cfg` + * This is a program-specific location: the file needs to be in the working directory of the program (for example right next to the binary). This allows to customize LSL behavior on a program-by-program basis. +* starting with liblsl 1.13: the file specified in the environment variable `LSLAPICFG` + * This is a shell-specific location. On Linux / OS X you can set the env variable either before the program invocation (`LSLAPICFG=/tmp/specialconf1.cfg ./LabRecorder`) or as an export (`export LSLAPICFG=/tmp/specialconf1.cfg`) to apply it to all programs started afterwards from this shell. + +For the above settings, the more local settings files have the higher precedence, so a program-specific file overrides a user-specific file, which overrides the global file. + +Configuration File Contents +*************************** + +The configuration file is formatted like a Windows .ini file. The following section contains the default settings of LSL that can be pasted into a file as-is, although it is usually a good idea to specify only the subset of parameters that you would like to override (to allow for future corrections to the default settings). + +.. codeblock:: bash + [ports] + ; This port is used by machines to advertise and request streams. + MulticastPort = 16571 + ; + ; This is where the range of ports to serve data and service information begins (growing upwards according to the PortRange). + BasePort = 16572 + ; + ; Ports from the BasePort to BasePort+Portrange-1 are assigned to both TCP data ports (on the even ports, if the BasePort is odd) + ; and UDP service ports (on odd ports, if BasePort is even); since these ports are occupied in pairs, there can effectively be + ; PortRange/2 stream outlets coexisting on a single machine. A new outlet will occupy a successively higher pair of ports when + ; lower ones are occupied. The number of coexistant outlets can be increased by increasing this number. However, note that if + ; multicast and broadcast or all UDP transmission are disabled on some router, the peers will need to "manually" scan this range, + ; which can be slow on such a network. Also note that, to communicate with external parties, the port range needs to be open in the + ; respective firewall configurations. + PortRange = 32 + ; + ; How to treat IPv6: can be "disable" (then only v4 is used), or "allow" (then both are used side by side) or "force" (then only v6 is used). + IPv6 = allow + ; + [multicast] + ; The scope within which one's outlets and inlets are visible to each other. This can be machine (local to the machine), + ; link (local to the subnet), site (local to the site as defined by local policy), organization (e.g., campus), or global. + ; Always use only the smallest scope that works for your goals. This setting effectively merges the contents of + ; MachineAdresses, LinkAddresses, SiteAddresses, OrganizationAddresses, and GlobalAddresses, and sets the packet + ; TTL to one of the settings: 0, 1, 24, 32, or 255. If you share streams with remote collaborators, consider using the + ; KnownPeers setting under [lab] (thus listing their machines directly, which is more likely to work than internet-scale + ; multi-casting). Another possibility is to use the AddressesOverride and TTLOverride settings to avoid pulling in every + ; site at intermediate scopes. + ResolveScope = site + ; + ; These are the default address pools for VisibilityScope. The following lists of addresses are merged according + ; to the VisibilityScope setting to yield the set of addresses considered for communication. + ; Note that making an uninformed/unfortunate address choice can interfere with your site's operations. + MachineAddresses = {FF31:113D:6FDD:2C17:A643:FFE2:1BD1:3CD2} + LinkAddresses = {255.255.255.255, 224.0.0.183, FF02:113D:6FDD:2C17:A643:FFE2:1BD1:3CD2} + SiteAddresses = {239.255.172.215, FF05:113D:6FDD:2C17:A643:FFE2:1BD1:3CD2} + OrganizationAddresses = {239.192.172.215, FF08:113D:6FDD:2C17:A643:FFE2:1BD1:3CD2} + GlobalAddresses = {} + ; + ; This allows you to override the addresses calculated by VisibilityScope. To communicate conveniently wth a remote party without negotiating + ; the involved hostnames, you may choose a privately agreed-on multicast address of the appropriate scope here. + AddressesOverride = {} + ; + ; This setting allows you to override the packet time-to-live setting. If you intend to use multicast with a custom address to conveniently + ; communicate with a specific remote party, you may set this to a sufficiently high level (255 for international collaboration). + TTLOverride = -1 + ; + [lab] + ; + ; This setting mainly serves as a fallback in case that your network configuration does not permit multicast/broadcast communciation. + ; By listing the names or IP addresses of your lab's machines here (both stream providers and stream users) and make the file available + ; on all involved machines, you can bypass the need for multicasting. This setting can also be used to link a small collection of machines + ; across the internet, provided that the firewall settings of each party permit communication (forward the BasePort to BasePort+PortRange ports). + KnownPeers = {} + ; + ; This is the default "vanilla" session id; modify it to logically isolate your recording acitities from others within the scope. + ; The session id should not be relied on as a "password" to hide one's data from unpriviledged users; use operating-system and + ; network settings for this purpose. Note that you machine still gets to see some traffic from other activities if within the scope. + SessionID = default + +Changing the port ranges +------------------------ +To change just the port range to, say 3051 - 3068, create a config file with the following content: + + [ports] + + MulticastPort = 3051 + + BasePort = 3052 + + PortRange = 16 + +This type of change would only be necessary if you can move LSL to a port range that is allowed through or forwarded by the router or firewall (or the administrator). + +Changing the multicast scope +---------------------------- +Under some circumstances your recording environment might include a large number of routers. Service discovery between routers is a case that is not handled particularly well by current network installations (it requires correct company-wide multicast settings), but in cases where it works, you can expand or contract the scope within which two machines will see each other's streams. The boundaries of these scopes are defined by the network administrators, but they have the common names "machine", "link", "site", "organization", and "global". The default scope used by LSL is "site". To change it to "organization", use a config file like the following one: + + [multicast] + + ResolveScope = organization + +In some cases it can also be helpful to reduce the scope to "link" (which is the local router), for example when you have many concurrent recording operations that you would like to generally separate from each other (some one experimenter should not see the others' streams). Usually this is not necessary because between-router multicast is often not configured properly anyway. + +Note that under the hood the multicast scopes are implemented by sets of multicast addresses (which have the scope encoded in their bitmask). Independently of the scope you can customize the addresses themselves, for example to adhere to local administrative rules. See the full config file for the relevant variable names. + +Defining the Local Laboratory +----------------------------- +It is possible to define what constitutes the local laboratory network in a very fine-grained manner, if necessary (for example if one router was shared between 10 labs, each of which involves a number of machines, or if a single recording operation is coordinated across the internet between countries). + +There are two mechanisms for this. The KnownPeers setting allows to explicitly list the IP addresses or hostnames of the involved machines. The following file contains an example: + + [lab] + + KnownPeers = {192.168.1.17, 137.243.177.26, testing.ucsd.edu} + +With this setting any type of service discovery issues due to router configuration can be worked around. Note that at the same time you might want to disable the multicast discovery by restricting the ResolveScope to machine (the local machine) if the goal is to prevent interference. + +The other mechanism does not involve the physical machines but is a purely logical partitioning of the network into separate and independent recording environments. This is accomplished by assigning a non-default value to the SessionID variable. You only ever see streams hosted by clients that have the same SessionID setting. Below is an example. + + [lab] + + SessionID = lab-001b + +This way, you can assign a different session id per machine, or per user, or per application to bypass any sort of unwanted stream visibility between concurrent recording operations. Note, that the SessionID is not a security feature, however. You may still be able to intercept packets involved in a session that is not yours. + +Security +======== +Transmission between computers is unencrypted in LSL under the assumption that experiments involving sensitive data take place in a protected network environment. If you do not trust your network, the best way to establish such an environment by setting up a Virtual Private Network (VPN), which works even across the internet. \ No newline at end of file diff --git a/docs/info/ovas.rst b/docs/info/ovas.rst new file mode 100644 index 0000000..08bb56a --- /dev/null +++ b/docs/info/ovas.rst @@ -0,0 +1,9 @@ +OVAS +#### +The OpenViBE acquisition server (OVAS) is an open-source program that is part of the OpenViBE distribution and OpenViBE project (http://openvibe.inria.fr/) developed at INRIA. The OVAS supports a wide range of EEG hardware by itself, and is almost entirely complementary to what the LSL distribution is offering. Together both distributions cover the majority of the EEG market. As of version 1.0, the OVAS supports LSL as an output modality. + +To enable LSL output, click on Preferences in the OVAS application, check the box labeled LSL_EnableLSLOutput, and click apply. This setting will only have to be chosen once. After that, you connect to your EEG device as documented in the OpenVibe manuals., and click Play to enable streaming. + +Minimizing Latency +****************** +The OVAS outputs the data in equal-sized chunks, and the chunk size determines most of the latency of the program. To minimize this latency, use the lowest possible setting under "Sample count per sent block". Some device drivers also offer options that indirectly affect the latency, for example the "Brain Products BrainAmp series" driver has an option called "Decimation factor", which serves to reduce the effective sampling rate (default=10x). The length of the output buffer (in seconds) is proportional to this factor, so a lower value will give you lower latency. \ No newline at end of file diff --git a/docs/info/supported_devices.rst b/docs/info/supported_devices.rst new file mode 100644 index 0000000..ea4bc99 --- /dev/null +++ b/docs/info/supported_devices.rst @@ -0,0 +1,99 @@ +Overview +######## +The lab streaming layer was originally developed to facilitate human-subject experiments that involve multi-modal data acquisition, including both brain dynamics (primarily EEG), physiology (EOG, EMG, heart rate, respiration, skin conductance, etc.), as well as behavioral data (motion capture, eye tracking, touch interaction, facial expressions, etc.) and finally environmental and program state (for example, event markers). + +Supported EEG Hardware +********************** +The majority of EEG systems on the market are currently compatible with LSL. + +The following devices support LSL via vendor-provided software: + * `ANT eego sports `__ + * `Cognionics (all headsets) `__ + * `EB Neuro BE Plus LTM `__ + * `InteraXon Muse `__ + * `mBrainTrain SMARTING `__ + * `neuroelectrics Enobio `__ + * `OpenBCI (all headsets) `__ + +The following systems are supported by programs included in the LSL distribution (untested systems marked with a (u)): + * `ABM B-Alert X4/X10/X24 wireless `__ (u) + * `BioSemi Active II Mk1 and Mk2 `__ + * `Blackrock Cerebus/NSP `__ (timestamps only) + * `Brain Products ActiChamp series `__ + * `Brain Products BrainAmp series `__ + * `BrainVision RDA client `__ + * `Cognionics dry/wireless `__ + * `EGI AmpServer `__ + * `Enobio dry/wireless `__ (u) + * `g.Tec g.USBamp `__ (buggy at high sampling rates) + * `g.Tec g.NEEDaccess `__ (including g.USBamp, g.HIamp, g.Nautilus) + * `MINDO dry/wireless `__ + * `Neuroscan Synamp II and Synamp Wireless `__ (u) + + +The following systems are also supported by a separate program, the `OpenViBE acquisition server `__ (unstable systems marked with a (u)): + * ANT Neuro ASALAB EEG + * Brain Products QuickAmp, V-Amp, and BrainAmp series + * CTF/VSM (u) + * EGI NetAmp (u) + * g.USBamp + * Emotiv EPOC + * Micromed SD LTM + * MindMedia NeXus32 + * Mitsar EEG 202 (u) + * OpenEEG ModularEEG and MonolithEEG + * TMSi Porti32 and Refa32 + +Supported Eye Tracking Hardware +******************************* +Several eye tracking systems are currently supported by LSL and included in the distribution (untested systems marked with a (u)): + * Eye Tribe Tracker Pro + * `SMI iViewX `__ + * `SMI Eye Tracking Glasses `__ + * SR Research Eyelink (very basic) + * `Tobii Eye trackers `__ (u) + * Custom 2-camera eye trackers (with some hacking) + * `Pupil-Labs `__ + +Supported Human Interface Hardware +********************************** +A wide range of Windows-compatible input hardware is supported by LSL and included with the distribution: + * `Computer mice, trackballs, presenters, etc. `__ + * `Computer keyboards `__ + * `DirectX-compatible joysticks, wheels, gamepads and other controllers `__ + * `Nintendo Wiimote and official expansions `__ + +Supported Motion Capture Hardware +********************************* +Several motion-capture systems are currently supported by LSL and included in the distribution. These are: + * `AMTI force plates with serial I/O `__ + * `PhaseSpace `__ + * `Microsoft Kinect `__ + * `NaturalPoint OptiTrack `__ (some versions) + * `OpenVR `__ + * `Qualisys `__ + +Supported Multimedia Hardware +***************************** +Support for standard Windows-compatible multimedia hardware is included: + * DirectShow-compatible video hardware + * `PC-compatible sound cards `__ + +Supported Stimulation Hardware +****************************** +The following stimulation devices (TMS, TDCS / TACS) have LSL support: + * `Soterix Medical MXN-33 Transcranial Electrical Stimulator `__ + +Supported Stimulus Presentation Software +**************************************** +The following stimulus presentations systems are usable out of the box with LSL: + * `Neurobehavioral Systems Presentation `__ + * `iMotions `__ + * Psychopy (using LSL for Python) + * PsychToolbox (using LSL for MATLAB) + * Unity (using LSL for C#) + +Miscellaneous Hardware +********************** +The following miscellaneous hardware is supported: + * `Generic serial port `__ diff --git a/docs/info/time_synchronization.rst b/docs/info/time_synchronization.rst new file mode 100644 index 0000000..5186c4f --- /dev/null +++ b/docs/info/time_synchronization.rst @@ -0,0 +1,76 @@ +Time Synchronization +******************** + +General Information +################### + +Permitted Synchronization Approaches +==================================== +Time synchronization in LSL can be handled either by the user of the API (i.e., by the client program), or it can be left to built-in timing support of the LSL library. Fundamentally, every collected sample may be associated with a timestamp, and this value can either be provided by the user (for example, read off a GPS clock or other sufficiently reliable source) or alternatively read off a clock source whose synchronization is handled by LSL. If the user of the API does not provide a time stamp for a sample (e.g., obtained from the LSL clock), it will be implicitly time-stamped by the library at the time of submission. + +Synchronization Information +=========================== +The built-in time synchronization in LSL relies on two pieces of data that are being collected alongside with the actual sample data: + +1. A timestamp for each sample that is read from a local high-resolution clock of the computer. The resolution is better than a microsecond on practically all consumer PC hardware. The method for obtaining the timestamp value can be found [here](https://github.com/sccn/liblsl/blob/master/src/lsl_freefuncs_c.cpp#L33-L42). +2. Out-out-of-band clock synchronization information that is transmitted along with each data stream to the receiving computer and collected by those applications that are interested in synchronization features (a recording program, for instance). This clock synchronization information consists of measurements of the momentary offset between the two involved clocks that are made at periodic intervals (every few seconds). + +Clock Offset Measurement +======================== +The clock offsets are measured using a protocol that is similar to the Network Time Protocol. Each offset measurement involves a brief sequence of n UDP packet exchanges (n=8 by default) between the two involved computers. Each packet exchange yields a) an estimate of the round-trip-time (RTT) between the two computers, and b) an estimate of the clock offset (OFS) at the time of the measurement with the round-trip-time factored out. The final offset estimate for the given measurement is the one offset value out of the n measured ones for which the associated RTT value was minimal (to attain a high chance of using only estimates that were taken under nominal packet transport conditions and with minimal effect of transmission delays). The process of repeated measurement and selection is called the “Clock Filter” algorithm in NTP. + +Network Packet Exchange +======================= +The packet exchange for obtaining a single raw OFS and RTT measurement works as follows. Suppose Alice initiates a query of Bob’s clock offset relative to her clock. Alice sends a packet P1 containing the timestamp t0 of when the packet was submitted to the network stack. Bob, upon receiving the packet, appends the time stamp t1 of when the packet was received at his end of the network. Bob then returns a packet P2 that contains t0, t1, and a timestamp t2 of when the return packet was submitted. The transmission is completed with Alice receiving P2 and taking the timestamp t3 of the time of receipt. The time duration of Bob’s processing is given by t2 - t1 and the overall time of the process is t3 - t0. The RTT of the exchange is (t3-t0) - (t2-t1). The clock offset OFS is ((t1-t0) + (t2 - t3)) / 2. + +Resulting Estimation Bias +========================= +The synchronization is correct if both the incoming and outgoing routes of the server have symmetrical nominal delay. If this delay differs, the synchronization has a systematic bias of half the difference between the forward and backward travel times. On a symmetric local area network, the travel time differences are a sum of random delays due to multi-threading, buffering or interruptions on one hand, and the systematic difference in the latency of the two involved network stacks. Since the clock filtering algorithm reduces the probability of the random effects on the estimates, the residual inaccuracy is dominated by the systematic difference between the latency of both network stacks (e.g. Linux vs. Windows), which can be expected to be reasonably well below a millisecond on modern hardware and operating systems (see also section Validation). + +Synchronization Process (Offset Correction) +=========================================== +Given a history of clock offset measurements between two computers, the timestamp of a remotely collected sample can be remapped into the local time domain to be comparable with all other available samples. In the simplest case this can be accomplished by adding the most recent clock offset value to each remotely collected timestamp. A more powerful approach would be to calculate a linear fit through the (perhaps noisy) clock offset measurements and use the resulting linear mapping to remap the timestamps, while an even more sophisticated approach might be to perform an outlier-resilient (robust) linear fit through the clock offsets to get a better linear mapping. The library itself does not perform any particular such mapping but instead leaves it to the user (i.e., the recipient of the data) to combine the history of offsets with the sample timestamps if desired. + +Synchronization for Online Processing +------------------------------------- +Most online processing applications are only ever receiving a single stream, or do not require fine-grained time alignment so that no online synchronization is necessary at all. For those applications that do need synchronized time-stamps, it usually suffices to add the last clock offset to the time stamps for each inbound stream. + +It is possible to average out the error in successive offset measurements to reduce it further, but it should be noted that this synchronization-related jitter is already small, and often the jitter in the raw time-stamp values even before offset correction is already at least 10x larger. These two sources of jitter can be cleanly addressed in a single post-processing step of the synchronized time stamps (see sections Time-Stamp Post-Processing (Dejitter) and Online Smoothing). + +Synchronization in Multi-Stream Recordings +------------------------------------------ +When data is recorded to disk, the reference recording program included with LSL (LabRecorder) will just collect all the available information, including time stamps and clock offsets for every remote stream and store it unmodified -- thus leaving it to the importer function to handle the time correction calculations post-hoc. This is to allow the user to employ their algorithm of choice even long after the data have been collected. The reference importer (load\_xdf) performs a linear fit through the clock offsets for each remote stream (thereby assuming a linear clock drift) and uses this linear mapping to remap given remotely collected timestamps. + +Time-Stamp Post-Processing (Dejitter) +------------------------------------- +After the time series have been synchronized (i.e., the clock offset has been corrected), it is important to note that there will almost always be a jitter (e.g., Gaussian noise) in the time stamps, which is not due to the synchronization but because the time-stamping itself usually does not happen exactly in regular intervals but on a somewhat random schedule (dictated by the perils of the hardware, the driver, and the operating system). For milisecond-accurate multi-stream alignment, it is therefore necessary to remove this random jitter as well, which can be done by applying a trend-adjusted smoothing algorithm to it. Smoothing can be done either online at the time of data collection, or offline at data import time. If the data are analyzed post-hoc rather than online, it is always better to perform it at import time, since one can do a better job given all the available data than doing it incrementally as the data is being collected. + +Smoothing At Import Time +------------------------ +Besides correcting for the clock domain, the XDF importer will, by default, as the last step do a final re-calculation of the timestamps of all streams that have regular sampling rate. This is desirable since the actual time stamps of samples or of blocks of samples are typically subject to a small jitter. The calculation handles each stream independently and first checks if the time series contains any interruptions (i.e., data loss) using a generous threshold on the observed sample-to-sample intervals. For each uninterrupted segment it then calculates a linear fit between the index of each respective sample and its timestamp (thus assuming a constant but arbitrary effective sampling rate) and then re-calculates from it the time stamps of all samples based on their respective index. + +Online Smoothing +---------------- +To smooth the time stamps online, multiple algorithms can be used. The simplest one is double exponential smoothing, which is relatively easy to implement in an online data processing system, although it should be noted that during the first few minutes of operation (up to 5) the resulting time stamps will still have a considerable error (above 1 ms). The forgetting factors of this algorithm need to be set depending on the sampling rate of the data and the amplitude of the jitter in the raw stamps, and can require some tuning until the desired accuracy is reached. A better alternative is Recursive Least Squares (RLS), which has essentially optimal convergence behavior, although it will still take a minute or two of warmup until the jitter after smoothing reaches an acceptable level (<1ms) in realistic settings. To achieve this precision, the forget factor should be set such that a sample that is 30 seconds old will have an effective weighting of 1/2 (this depends on the sampling rate); one can also use 60 or as much as 120 seconds to further increase the precision -- however, too large values can fail to track sufficiently fast non-linear clock drift due to room or computer temperature changes (empirically, a half time of x seconds will be able to track clock rate fluctuations that change on the order of 10*x seconds or more slowly). This algorithm will also be built-in for optional use in a future version of liblsl. Other algorithms, such as QR-RLS and the Kalman filter can also be used and will perform similarly to RLS (note: some formulations of RLS have numerical difficulties, depending on the order of operations, and should not be used as they can 'blow up' after a few minutes of use). + +Stream Header Synchronization Parameters +======================================== +It is recommended that all LSL stream generators attach the following block to the header of each stream. The offset\_mean parameter is used to subtract known constant time lags from each stream. can\_drop\_samples is used to label a stream as having a steady frame rate, except for dropped samples. This is what you expect for video players and video recorders. The other parameters are for informational purposes or error estimation only. + +.. codeblock:: xml + + # information about synchronization requirements + # mean offset (seconds). This value should be subtracted from XDF timestamps before comparing streams. For local LSL generated events, this value is defined to be zero. + # root-mean-square offset (seconds). Note that it is very rare for offset distributions to be Gaussian. + # median offset (seconds). + # 95% of offsets are greater than this value (seconds) + # 95% of offsets are less than this value (seconds) + # whether the stream can have dropped samples (true/false). Typically true for video cameras and video displays and false otherwise. + + + + +Validation +========== + +To see the synchronization capabilities of LSL in action, see http://sccn.ucsd.edu/~mgrivich/Synchronization.html and especially http://sccn.ucsd.edu/~mgrivich/LSL_Validation.html. \ No newline at end of file diff --git a/docs/usersguide.rst b/docs/info/user_guide.rst similarity index 93% rename from docs/usersguide.rst rename to docs/info/user_guide.rst index ebe3cc9..698ff51 100644 --- a/docs/usersguide.rst +++ b/docs/info/user_guide.rst @@ -1,5 +1,5 @@ -Users guide -=========== +User's Guide +############ Clock synchronization ---------------------