64a9ed6faa
As discussed in https://bugzilla.mozilla.org/show_bug.cgi?id=1482924 we want to backfill just session split events in order to pick up the new active-ticks logic. We can only accomplish that in Amplitude by sending events with a different name. Once this is merged, I'll proceed with backfilling. |
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.circleci | ||
configs | ||
docker | ||
docs/amplitude | ||
project | ||
src | ||
.gitignore | ||
.jvmopts | ||
README.md | ||
build.sbt | ||
docker_setup.sh |
README.md
telemetry-streaming
Spark Streaming ETL jobs for Mozilla Telemetry
This service currently contains jobs that aggregate error data
on 5 minute intervals. It is responsible for generating the (internal only)
error_aggregates
and experiment_error_aggregates
parquet tables at
Mozilla.
Issue Tracking
Please file bugs in the Datasets: Error Aggregates component.
Amplitude Event Configuration
Some of the jobs defined in telemetry-streaming
exist to transform telemetry events
and republish to Amplitude for further analysis.
Filtering and transforming events is accomplished via JSON configurations.
If you're creating or updating such a schema, see:
Development
The recommended workflow for running tests is to use your favorite editor for editing the source code and running the tests via sbt. Some common invocations for sbt:
sbt test # run the basic set of tests (good enough for most purposes)
sbt "testOnly *ErrorAgg*" # run the tests only for packages matching ErrorAgg
sbt "testOnly *ErrorAgg* -- -z version" # run the tests only for packages matching ErrorAgg, limited to test cases with "version" in them
sbt dockerComposeTest # run the docker compose tests (slow)
sbt "dockerComposeTest -tags:DockerComposeTag" # run only tests with DockerComposeTag (while using docker)
sbt scalastyle test:scalastyle # run linter
sbt ci # run the full set of continuous integration tests
Some tests need Kafka to run. If one prefers to run them via IDE, it's required to run the test cluster:
sbt dockerComposeUp
or via plain docker-compose:
export DOCKER_KAFKA_HOST=$(./docker_setup.sh)
docker-compose -f docker/docker-compose.yml up
It's also good to shut down the cluster afterwards:
sbt dockerComposeStop