Insights/Analytics API Setup
See AWS Setup to set up AWS resources and prepare secure configuration.
Shell into the director instance, launch the virtualenv, and go to the playbooks dir:
workon edx-configuration cd configuration/playbooks
Deploy Insights and the Analytics API using the using
analytics_single.yml for an example
playbook and see
vars-analytics.yml for example variables to use with this playbook.
Ensure that your playbook(s) are located on your director instance under
Variables and SSH Keys
Clone your secure repo (see Sensitive Data) into the home directory.
If you are splitting these services across multiple EC2 instances, then you'll need to also override
You might want to enable logging ansible output into a file. Just don't forget to clean it up periodically, ansible only appends to that file (and running multiple tasks result in output mixed).
To log to a file, update
You may also want to create a screen session to run ansible in, just in case your network drops out during provisioning,
which can take some time. See this
screen quick reference and the GNU
screen Users Manual for help using
Run the playbook(s) created above using the following arguments:
-i "<analytics-ip>,": The internal IP address of your Insights/Analytics API EC2 instance. Note the trailing comma.
-u ubuntu: User on the analytics EC2 instance with sudo access.
-e @/path/to/vars.yml: Extra variables used to override the defaults. Note that analytics ansible script uses some
edxapp-related variables. There are two ways to supply them:
- Use two
*-vars.ymlfiles, and supply them both to ansible (as in example below). Variables defined in subsequent
-earguments take precedence.
- Merge the two into single
--private-key=/path/to/analytics.pem: The SSH key file used to access your
--vvvv: Optional verbosity setting. The more
vs you give, the more ansible will log.
ansible-playbook -i "220.127.116.11," \ -e @/home/ubuntu/secure-config/edxapp-vars.yml -e @/home/ubuntu/secure-config/vars-analytics.yml \ -u ubuntu \ --private-key=/home/ubuntu/secure-config/analytics.pem \ analytics_sandbox.yml
Wait for it to complete.
Compressing... 2016-04-20 10:13:59,565 p=20676 u=ubuntu | FATAL: all hosts have already failed -- aborting
This "error" message is a bit misleading, but about 50-60 lines above it is the actual error message:
Ansible installs the Java™ 6 (
java-6-openjdk-amd64 package), which is incompatible with the Closure (?) compiler. To
fix this, make sure java-7 is installed, update alternatives to use java 7, manually run failed command on instance,
than restart ansible script:
[email protected]> ssh -i analytics.pem [email protected]_ip [email protected]> sudo apt-get install openjdk-7-jdk -y [email protected]> sudo apt-get update-alternatives --config java # interactive session - choose entry with java-7-openjdk-amd64 [email protected]> sudo -Hu insights bash [email protected]> cd [email protected]> . insights_env [email protected]> . venvs/insights/bin/activate (insights)[email protected]> cd edx_analytics_dashboard (insights)[email protected]> cd edx_analytics_dashboard (insights)[email protected]> ./manage.py compress ... wait for it ... (insights)[email protected]> Ctrl-D [email protected]> Ctrl-D [email protected]> # rerun ansible task
While the playbook is running, you can create the OAuth2 clients used by the analytics instance.
Create the OAuth2 client for accessing Insights in the LMS by SSHing to your
edxapp instance. You can do this before
your Insights EC2 instance is provisioned. Just make sure the
match those specified in your
# ssh to edxapp instance sudo -Hu edxapp bash cd source edxapp_env cd edx-platform ./manage.py lms --setting=$EDX_PLATFORM_SETTINGS create_oauth2_client \ <INSIGHTS_BASE_URL_PROTOCOL>://<INSIGHTS_BASE_URL> \ <INSIGHTS_BASE_URL_PROTOCOL>://<INSIGHTS_BASE_URL>/complete/edx-oidc/ \ confidential --client_name insights \ --client_id <INSIGHTS_OAUTH2_KEY> \ --client_secret <INSIGHTS_OAUTH2_SECRET> \ --trusted
Analytics Pipeline OAuth2 client
Do this step only if your client requires the Problem Response Reports.
This client is used by the analytics pipeline
ProblemResponseReportWorkflow task to fetch course list and course
blocks data from the LMS REST API.
client_secret used here into
user name who has global staff level access to the courses you'll be fetching.
Note: Because this client doesn't use OIDC handshaking, the URLs provided are not important. However, the
# ssh to edxapp instance sudo -Hu edxapp bash cd source edxapp_env cd edx-platform ./manage.py lms --setting=aws create_oauth2_client \ http://localhost:9999 \ http://localhost:9999/complete/edx-oidc/ \ confidential --client_name analytics-pipeline \ --client_id <client_id> \ --client_secret <client_secret> \ --user <staff_username> \ --trusted
When ansible finishes, you should be able to go to Insights URL and log in into it using LMS as OAuth2 identity provider.
Insights settings are located in
/edx/etc/insights.yml on the Insights EC2 instance. It should contain variables from
- No response from Insights at all:
- Check that you're using correct port
- Check that port is open in
analyticsSecurity Group (and Insights EC2 instance has that Security Group assigned)
- Check HTTP/HTTPS (if using HTTPS, don't forget to set
- Check that Elastic IP is assigned to the correct instance (especially when adding
- Can't log in to Insights - most of such errors are due to broken OAuth2 configuration.
- Clicking "Login" in Insights takes to 404 page in LMS.
Most likely LMS OAuth2 provider is disabled. Check that
FEATURES[ENABLE_OAUTH2_PROVIDER]is set to
- Successfully authenticates to LMS, but some error happens later.
- In LMS:
invalid_request The requested redirect didn't match the client settings.- make sure OAuth2 Client is configured with correct Insights endpoint:
- Go to LMS_URL/admin/oauth2/clients, select the Insights client, and make sure
Redirectfield contains the correct URL, using
httpsas appropriate for your setup.
SOCIAL_AUTH_REDIRECT_IS_HTTPSis set to
truefor HTTPS Insights and to
falsefor HTTP Insights. It is taken from
EDXAPP_LMS_BASE_SCHEME- sets LMS scheme (HTTP/HTTPS). This setting is also used for OAuth2 authentication, as part of
issuerstring, used by OAuth2 clients (i.e. Insights). LMS OAuth2 provider uses actual host, so if redirect to HTTPS is enabled, actual OAuth2 responses will have
issuerset to https://LMS_URL, even if this setting is set to http, causing OAuth2 clients to cancel authentication. Recommended value:
httpsif LMS uses HTTPS,
- In LMS:
unauthorized_client An unauthorized client tried to access your resources.- Insights setting
SOCIAL_AUTH_EDX_OIDC_KEYwas not found among LMS' OAuth2 Clients'
Client ID. Check that LMS
- In LMS
... request cancelled...- this happens when LMS can't confirm authenticity of the request, which means that
INSIGHTS_OAUTH2_SECRETInsights setting does not match with
Client Secretvalue in LMS OAuth2 client.
- In Insights: 500 response and
AuthCanceled: Authentication process cancelledin
/edx/var/log/insights/edx.log- means that Insights was not able to decrypt LMS response - it happens in two cases:
- Insights setting
SOCIAL_AUTH_EDX_OIDC_SECRETdoes not match
Client secretin LMS
- Insights setting
SOCIAL_AUTH_EDX_OIDC_ID_TOKEN_DECRYPTION_KEYdoes not match
SOCIAL_AUTH_EDX_OIDC_SECRET- should not normally happen, as they are taken from the same variable.
- In LMS:
Insights home shows 500 after logging in, and
/edx/var/log/insights/edx.logshows something like:
bash ProgrammingError: (1146, "Table 'dashboard.soapbox_message' doesn't exist")To fix this, run syncdb as the
bash sudo -u insights -Hs source ~/insights_env cd ~/edx_analytics_dashboard ./manage.py migrate --run-syncdb
cf openedx-analytics post * If the
ImportEnrollmentsIntoMysqltask hasn't run yet, then the home page of Insights may return a 500 error, and
/edx/var/log/insights/edx.logwill show something like:
NotFoundError: Resource http://127.0.0.1:8100/api/v0/course_summaries/ was not found on the API server.
However, this only affects the home course list page. The inner course-specific analytics pages will display fine.
* Even after the
ImportEnrollmentsIntoMysql task has run, the home page of Insights is still returning a 500 error,
/edx/var/log/insights/edx.log shows something like:
ClientError: Resource "course_summaries/" returned status code 500
/edx/var/log/analytics-api/edx.log shows something like:
TypeError: unsupported operand type(s) for +: 'int' and 'NoneType'
This issue happens because the analytics pipeline creates tables and fields that the Analytics API accesses, but it
doesn't create them using the default values that the Analytics API expects. This should be fixed properly in the
code someday, but to work around it, run this on the
mysql> alter table course_meta_summary_enrollment alter passing_users set default 0;
mysql> update course_meta_summary_enrollment set passing_users=0 where passing_users is Null;
* There is no data in Insights - that's actually ok, we haven't run any pipeline tasks yet.
The Insights application has a number of waffle feature flags and switches which are disabled by default. These can be used to disable new features, so that they can be enabled when and if the data becomes ready.
Feature "flags" can be enabled for specific groups of users using these arguments:
--everyone: Activate flag for all users.
--deactivate: Deactivate flag for all users.
--percent=PERCENT: Roll out the flag for a certain percentage of users. Takes a number between 0.0 and 100.0
--superusers: Turn on the flag for Django superusers.
--staff: Turn on the flag for Django staff.
--authenticated: Turn on the flag for logged in users.
Run the following command on your Insights instance from within the Insights env:
sudo -u insights -Hs source ~/insights_env cd ~/edx_analytics_dashboard
To create and enable a given feature flag, e.g. to give everyone access to the learner analytics:
./manage.py waffle_flag display_learner_analytics --everyone --create --settings=analytics_dashboard.settings.production
Feature "switches" are either on or off. Use this command to enable CSV downloads from learner analytics:
./manage.py waffle_switch enable_learner_download on --create --settings=analytics_dashboard.settings.production
To list the current flags and switches, use the
~/edx_analytics_dashboard/manage.py waffle_flag --list --settings=analytics_dashboard.settings.production ~/edx_analytics_dashboard/manage.py waffle_switch --list --settings=analytics_dashboard.settings.production
See Insights/README for a full list of flags/switches. We commonly enable these features:
enable_course_api(switch): allows course information to be fetched from the Analytics API. Requires the Analytics API to be running and configured to allow Insights users to authenticate.
display_names_for_course_index(switch): shows the list of available courses as fetched from the Analytics API. Also requires the Analytics API.
display_course_name_in_nav(switch): shows course names instead of IDs in GUI. Also requires the Analytics API.
enable_engagement_videos_pages(switch): shows video engagement page. Also requires the Analytics API.
display_learner_analytics(flag): shows the Learner Analytics tab. Requires the
ModuleEngagementWorkflowTaskto be run to populate the charts.
enable_learner_download(switch): shows a "Download CSV" button on the Learner Analytics page. Requires the
display_learner_analyticsflag to be enabled, and its associated tasks to be run.
enable_problem_response_download: shows a "Download CSV" link on the Performance tab. Enable only if your client requires these reports. Run the
ProblemResponseReportWorkflowpipeline task to generate reports for download.