Clear Linux* OS includes a telemetry and analytics solution, also known as telemetrics, as part of the OS that records events of interest and reports them back to the development team using the telemetrics daemons that are running on the Clear Linux OS client system.

End users can enable or disable the telemetry client component of Clear Linux OS and also redirect where records go if they wish to collect records for themselves by setting up and using their own telemetry backend server.

A telemetry backend server consists of two Flask applications:

  • The collector is an ingestion app for records received from the telemetrics-client probes.
  • The telemetryui web app exposes several visualizations of the telemetry data. The telemetryui app also provides a REST API to perform queries on the data.

The applications run within a web stack, using the nginx web server, the uWSGI application server, and PostgreSQL as the underlying database server. For a detailed description, visit the Clear Linux OS telemetrics backend server overview.

This tutorial walks you through creating a telemetrics backend server on your local Clear Linux OS machine. The tutorial uses the bash shell script that is maintained in a the telemetrics backend GitHub repository. Once the backend server isup and running, we show you how to redirect telemetry records from the system you set up to this new server location.


The telemetrics functionality adheres to Intel privacy policies regarding the collection and use of PII and is open Source. Specifically, no intentionally identifiable information about the user or system owner is collected.


For this tutorial, start with a clean installation of Clear Linux OS on a new system using the Install Clear Linux* OS on bare metal getting started guide:

  1. Choose to install Clear Linux OS.
  2. Join the Stability Enhancement Program to install and enable the telemetrics components.
  3. Select the manual installation method with the following settings:
    • Set the hostname to clr-telem-server,
    • Create an administrative user named clear and add this user to sudoers,
    • Add all additional software bundles.

Download the clearlinux/telemetrics-backend Git repository

With all prerequisite software bundles installed and logged in with your administrative user, from your $HOME directory, run git to clone the telemetrics-backend repository into the $HOME/telemetrics-backend directory:

git clone


You may need to set up the https_proxy environment variable if you have issues reaching

Run the script to install the backend server

  1. Change your current working directory to telemetrics-backend/scripts.
  2. Run the ./ -h to see the list of options for the script:
cd telemetrics-backend/scripts
./ -h

Deploy snapshot of the telemetrics-backend

  -a    Perform specified action (deploy, install, migrate, resetdb,
        restart, uninstall; default: deploy)
  -d    Distro to deploy to (ubuntu, centos or clr; default: ubuntu)
  -h    Print these options
  -H    Set domain for deployment (only accepted value is "localhost" for
  -r    Set repo location to deploy from
  -s    Set source location (default: "master" branch from git repo)
  -t    Set source type (tarball, or git; default: git)
  -u    Perform complete uninstallation

The is a bash shell script that allows you to perform the following actions:

  • deploy - install a complete instance of the telemetrics backend server and all required components. This is the default action if no -a argument is given on the command line.

  • install - installs and enables all required components for the telemetrics backend server.

  • migrate - migrate database to new schema.

  • resetdb - reset the database.

  • restart - restart the nginx and uWSGI services.

  • uninstall - uninstall all packages.


    The uninstall option does not perform any actions if the distro is set to Clear Linux OS and will only uninstall packages if the distro is Ubuntu

Next, we install the telemetrics backend server with the following options:

  • -a install to perform an install
  • -d clr to install to a Clear Linux OS distro
  • -H localhost to set the domain to localhost

We do not need to set the following options since the values are set to the correct values we want by default:

  • -r sets the repo location for git to clone from.
  • -s master to set the location, or branch.
  • -t git to set the source type to git.


The shell script has minimal error checking and makes several changes to your system. Be sure that the options you define on the cmdline are correct before proceeding.

To begin the installation with the options defined:

  1. Run the shell script from the $HOME/telemetrics-backend/scripts directory:

    ./ -H localhost -a install -d clr

    The script will start and list all the defined options and prompt you for the PostgreSQL database password as shown below:

      host: localhost
      distro: clr
      action: install
      source: master
      type: git
    DB password: (default: postgres):
  2. For the DB password:, press the Enter key to accept the default password postgres.

The swupd begins installing the required software bundles to set up the telemetrics backend server. The output will look similar to what is shown below:

swupd-client bundle adder 3.12.7
   Copyright (C) 2012-2017 Intel Corporation

Downloading packs...

Extracting application-server pack for version 18740
Extracting database-basic-dev pack for version 18670
Extracting database-basic pack for version 18670
Extracting os-clr-on-clr pack for version 18740
Extracting sysadmin-basic-dev pack for version 18740
Extracting storage-utils-dev pack for version 18770
Extracting os-core-update-dev pack for version 18760
Extracting network-basic-dev pack for version 18760
Extracting mixer pack for version 18790
Extracting os-installer pack for version 18800
Extracting mail-utils-dev pack for version 18760
Extracting koji pack for version 18800
Extracting go-basic pack for version 18800
Extracting dev-utils-dev pack for version 18820
Extracting python-basic-dev pack for version 18750
Extracting perl-basic-dev pack for version 18610
Extracting c-basic pack for version 18800
Extracting os-core-dev pack for version 18800
Extracting web-server-basic pack for version 18680
Installing bundle(s) files...
Calling post-update helper scripts.
Possible filedescriptor leak : 8 (socket:[30833])
Bundle(s) installation done.


This script uses sudo to run commands and you may be prompted to enter your user password at any time while the script is executing. If this occurs, enter your user password to execute the sudo command.


You may also see an informational message about setting the https_proxy environment variable if this variable isn’t set.

Once the swupd command is complete, the script begins processing the requirements to install and implement the telemetrics server. Finally, the script enables the server and provides output similar to:

Collecting uwsgitop
  Downloading uwsgitop-0.10.tar.gz
Requirement already satisfied: simplejson in /usr/lib/python3.6/site-packages (from uwsgitop)
Collecting argparse (from uwsgitop)
  Downloading argparse-1.4.0-py2.py3-none-any.whl
Building wheels for collected packages: uwsgitop
  Running bdist_wheel for uwsgitop ... done
  Stored in directory: /root/.cache/pip/wheels/8a/99/e9/accc80bcaa989218da65daaae4205dc4f6288d3551655aa638
Successfully built uwsgitop
Installing collected packages: argparse, uwsgitop
Successfully installed argparse-1.4.0 uwsgitop-0.10
mkdir: created directory '/var/www'
mkdir: created directory '/var/www/telemetry'
Already using interpreter /usr/bin/python3
Using base prefix '/usr'
New python executable in /var/www/telemetry/venv/bin/python3
Also creating executable in /var/www/telemetry/venv/bin/python
Installing setuptools, pip, wheel...done.
Collecting alembic==0.9.5 (from -r /tmp/requirements.txt.KDI3uU (line 1))
  Downloading alembic-0.9.5.tar.gz (990kB)
    100% |████████████████████████████████| 993kB 2.1MB/s
Collecting click==6.7 (from -r /tmp/requirements.txt.KDI3uU (line 2))
  Downloading click-6.7-py2.py3-none-any.whl (71kB)
    100% |████████████████████████████████| 71kB 8.3MB/s
Collecting Flask==0.12.2 (from -r /tmp/requirements.txt.KDI3uU (line 3))
  Downloading Flask-0.12.2-py2.py3-none-any.whl (83kB)
    100% |████████████████████████████████| 92kB 10.2MB/s
Collecting Flask-Migrate==2.1.0 (from -r /tmp/requirements.txt.KDI3uU (line 4))
  Downloading Flask-Migrate-2.1.0.tar.gz
Collecting Flask-SQLAlchemy==2.2 (from -r /tmp/requirements.txt.KDI3uU (line 5))
  Downloading Flask_SQLAlchemy-2.2-py2.py3-none-any.whl
Collecting Flask-WTF==0.14.2 (from -r /tmp/requirements.txt.KDI3uU (line 6))
  Downloading Flask_WTF-0.14.2-py2.py3-none-any.whl
Collecting itsdangerous==0.24 (from -r /tmp/requirements.txt.KDI3uU (line 7))
  Downloading itsdangerous-0.24.tar.gz (46kB)
    100% |████████████████████████████████| 51kB 12.4MB/s
Collecting Jinja2==2.9.6 (from -r /tmp/requirements.txt.KDI3uU (line 8))
  Downloading Jinja2-2.9.6-py2.py3-none-any.whl (340kB)
    100% |████████████████████████████████| 348kB 3.5MB/s
Collecting Mako==1.0.7 (from -r /tmp/requirements.txt.KDI3uU (line 9))
  Downloading Mako-1.0.7.tar.gz (564kB)
    100% |████████████████████████████████| 573kB 1.9MB/s
Collecting MarkupSafe==1.0 (from -r /tmp/requirements.txt.KDI3uU (line 10))
  Downloading MarkupSafe-1.0.tar.gz
Collecting psycopg2==2.7.3 (from -r /tmp/requirements.txt.KDI3uU (line 11))
  Downloading psycopg2-2.7.3.tar.gz (425kB)
    100% |████████████████████████████████| 430kB 4.0MB/s
Collecting python-dateutil==2.6.1 (from -r /tmp/requirements.txt.KDI3uU (line 12))
  Downloading python_dateutil-2.6.1-py2.py3-none-any.whl (194kB)
    100% |████████████████████████████████| 194kB 6.8MB/s
Collecting python-editor==1.0.3 (from -r /tmp/requirements.txt.KDI3uU (line 13))
  Downloading python-editor-1.0.3.tar.gz
Collecting six==1.10.0 (from -r /tmp/requirements.txt.KDI3uU (line 14))
  Downloading six-1.10.0-py2.py3-none-any.whl
Collecting SQLAlchemy==1.1.13 (from -r /tmp/requirements.txt.KDI3uU (line 15))
  Downloading SQLAlchemy-1.1.13.tar.gz (5.2MB)
    100% |████████████████████████████████| 5.2MB 394kB/s
Collecting uWSGI==2.0.15 (from -r /tmp/requirements.txt.KDI3uU (line 16))
  Downloading uwsgi-2.0.15.tar.gz (795kB)
    100% |████████████████████████████████| 798kB 1.5MB/s
Collecting Werkzeug==0.12.2 (from -r /tmp/requirements.txt.KDI3uU (line 17))
  Downloading Werkzeug-0.12.2-py2.py3-none-any.whl (312kB)
    100% |████████████████████████████████| 317kB 2.2MB/s
Collecting WTForms==2.1 (from -r /tmp/requirements.txt.KDI3uU (line 18))
  Downloading (553kB)
    100% |████████████████████████████████| 563kB 1.7MB/s
Skipping bdist_wheel for psycopg2, due to binaries being disabled for it.
Building wheels for collected packages: alembic, Flask-Migrate, itsdangerous, Mako, MarkupSafe, python-editor, SQLAlchemy, uWSGI, WTForms
  Running bdist_wheel for alembic ... done
  Stored in directory: /root/.cache/pip/wheels/d1/0e/b9/fb570150b350298e1d8f1ff38a400ae709580b36e43bc3ac91
  Running bdist_wheel for Flask-Migrate ... done
  Stored in directory: /root/.cache/pip/wheels/3d/29/d4/66747eca8b8a28973aa639f39e96a402b3dcab335e608048dd
  Running bdist_wheel for itsdangerous ... done
  Stored in directory: /root/.cache/pip/wheels/fc/a8/66/24d655233c757e178d45dea2de22a04c6d92766abfb741129a
  Running bdist_wheel for Mako ... done
  Stored in directory: /root/.cache/pip/wheels/33/bf/8f/036f36c35e0e3c63a4685e306bce6b00b6349fec5b0947586e
  Running bdist_wheel for MarkupSafe ... done
  Stored in directory: /root/.cache/pip/wheels/88/a7/30/e39a54a87bcbe25308fa3ca64e8ddc75d9b3e5afa21ee32d57
  Running bdist_wheel for python-editor ... done
  Stored in directory: /root/.cache/pip/wheels/84/d6/b8/082dc3b5cd7763f17f5500a193b6b248102217cbaa3f0a24ca
  Running bdist_wheel for SQLAlchemy ... done
  Stored in directory: /root/.cache/pip/wheels/f0/50/ca/3cb6e78527eb05e180d19632343ee14d2e5c164da2e61fbd2d
  Running bdist_wheel for uWSGI ... done
  Stored in directory: /root/.cache/pip/wheels/26/d0/48/e7b0eed63b5d191e89d94e72196aafae93b2b6505a9feafdd9
  Running bdist_wheel for WTForms ... done
  Stored in directory: /root/.cache/pip/wheels/36/35/f3/7452cd24daeeaa5ec5b2ea13755316abc94e4e7702de29ba94
Successfully built alembic Flask-Migrate itsdangerous Mako MarkupSafe python-editor SQLAlchemy uWSGI WTForms
Installing collected packages: SQLAlchemy, MarkupSafe, Mako, python-editor, six, python-dateutil, alembic, click, Werkzeug, Jinja2, itsdangerous, Flask, Flask-SQLAlchemy, Flask-Migrate, WTForms, Flask-WTF, psycopg2, uWSGI
  Running install for psycopg2 ... done
Successfully installed Flask-0.12.2 Flask-Migrate-2.1.0 Flask-SQLAlchemy-2.2 Flask-WTF-0.14.2 Jinja2-2.9.6 Mako-1.0.7 MarkupSafe-1.0 SQLAlchemy-1.1.13 WTForms-2.1 Werkzeug-0.12.2 alembic-0.9.5 click-6.7 itsdangerous-0.24 psycopg2-2.7.3 python-dateutil-2.6.1 python-editor-1.0.3 six-1.10.0 uWSGI-2.0.15
mkdir: created directory '/var/log/uwsgi'

Once all the server components have been installed you are prompted to enter the PostgreSQL database password to change it as illustrated below:

Enter password for 'postgres' user:
New password:
Retype new password:
passwd: password updated successfully

Enter postgres for the current value of the password and then enter a new password, retype it to verify the new password and the PostgreSQL database password will be updated.

The script finalizes installation and finishes.

Created symlink /etc/systemd/system/ → /usr/lib/systemd/system/postgresql.service.
Cloning into 'telemetrics-backend'...
remote: Counting objects: 344, done.
remote: Compressing objects: 100% (53/53), done.
remote: Total 344 (delta 30), reused 50 (delta 20), pack-reused 268
Receiving objects: 100% (344/344), 130.20 KiB | 1.40 MiB/s, done.
Resolving deltas: 100% (177/177), done.
'/tmp/telemetrics-backend/scripts/collector_uwsgi.ini' -> '/tmp/telemetrics-backend/collector/collector_uwsgi.ini'
'/tmp/telemetrics-backend/scripts/telemetryui_uwsgi.ini' -> '/tmp/telemetrics-backend/telemetryui/telemetryui_uwsgi.ini'
mkdir: created directory '/var/www/telemetry/collector/uwsgi-spool'
mkdir: created directory '/var/www/telemetry/telemetryui/uwsgi-spool'
'/tmp/telemetrics-backend/scripts/uwsgi.service' -> '/etc/systemd/system/uwsgi.service'
mkdir: created directory '/etc/nginx'
mkdir: created directory '/etc/nginx/conf.d'
'/usr/share/nginx/conf/nginx.conf.example' -> '/etc/nginx/nginx.conf'
Created symlink /etc/systemd/system/ → /usr/lib/systemd/system/nginx.service.
mkdir: created directory '/etc/uwsgi'
mkdir: created directory '/etc/uwsgi/vassals'
Created symlink /etc/systemd/system/ → /etc/systemd/system/uwsgi.service.
sed: can't read /tmp/telemetrics-backend/collector/ No such file or directory
cp: cannot stat '/tmp/telemetrics-backend/collector/': No such file or directory
sed: can't read /tmp/telemetrics-backend/telemetryui/ No such file or directory
cp: cannot stat '/tmp/telemetrics-backend/telemetryui/': No such file or directory
Already using interpreter /usr/bin/python3
Using base prefix '/usr'
New python executable in /var/www/telemetry/venv/bin/python3
Not overwriting existing python script /var/www/telemetry/venv/bin/python (you must use /var/www/telemetry/venv/bin/python3)
Installing setuptools, pip, wheel...done.
INFO  [alembic.runtime.migration] Context impl PostgresqlImpl.
INFO  [alembic.runtime.migration] Will assume transactional DDL.
INFO  [alembic.runtime.migration] Running upgrade  -> 3230c615d6e0, empty message
INFO  [alembic.runtime.migration] Running upgrade 3230c615d6e0 -> 466cf2f35d67, empty message

Install complete (installation folder: /var/www/telemetry)

Once the installation is complete you can use your web browser and view the new server by opening the web browser on the system you installed the backend server onto and type in localhost in the address bar. You should see a web page similar to the one shown in figure 1:

Telemetry UI

Figure 1: Telemetry UI

Redirect telemetry records

Telemetry records from your system are sent to the server location defined in the /usr/share/defaults/telemetrics/telemetrics.conf configuration file. You can customize this by copying this file to /etc/telemetrics/telemetrics.conf and changing the server= setting to your new server location.

  1. Create the /etc/telemetrics directory and make it your current working directory.

    sudo mkdir -p /etc/telemetrics
    cd /etc/telemetrics
  2. Copy the default telemetrics.conf file to the new /etc/telemetrics directory.

    sudo cp /usr/share/defaults/telemetrics/telemetrics.conf .
  3. Edit the new /etc/telemetrics/telemetrics.conf file with your editor using the sudo directive and change the server= setting to http://localhost/v2/collector and save this change in the new file.


    You can also use the fully qualified domain name for your server instead of localhost.

  4. Restart the telemetry daemons to reload the configuration file.

    telemctl restart

Test the new telemetry backend server

Clear Linux OS includes a telemetry test probe called hprobe that will send a hello record to the telemetry backend server. To test that the telemetry records are now going to your new destination, run the hprobe command to send a hello record to the server as follows:


The record should show up on your new server console as shown in figure 2:

Telemetry UI

Figure 2: Telemetry UI

Congratulations! You’ve just set up and enabled a new telemetrics backend server, redirected the records from your local machine to this new server and tested it using the hprobe command to send a hello record to it.