CloudServices/DataPipeline: Difference between revisions

← Older edit

CloudServices/DataPipeline (view source)

Revision as of 16:44, 21 December 2016

2,612 bytes added , 21 December 2016

→‎Reporting and tools

Rvitillo

39

edits

@@ Line 1: / Line 1: @@
 = Overview =
-Cloud services infrastructure for ingesting data for analysis, monitoring and reporting. The pipeline is currently used for processing cloud services server logs. We're in the process of improving it to support desktop and device telemetry data.
+The cloud services data pipeline ingests data for analysis, monitoring and reporting. The pipeline is currently used for processing desktop and device [[Telemetry|Telemetry]] data and cloud services server logs. The ingestion pipeline is one component of the [[Data/Platform|Fx Data Platform]].
-= Resources =
+=== Pipeline specs/docs ===
-* IRC channel: #datapipeline
 * [https://docs.google.com/a/mozilla.com/document/d/1tzPc9hIACNi07psaQEKfpYQho8wuObC_BkMg3QEDIwA/edit#heading=h.vbs9qotdifjb Pipeline technical proposal]
-* [https://docs.google.com/a/mozilla.com/document/d/1QGiXfQ0AHCkJNXfMPArjab8Gq8zIdqDopCBr-1qD3sc/edit?usp=sharing Reporting and monitoring overview]
+* [[CloudServices/DataPipeline/HTTPEdgeServerSpecification|HTTP Edge Server Specification]]
-* Heka
+* [[CloudServices/DataPipeline/Metadata|Pipeline Metadata]]
-= Milestones =
+=== Data sets and other documentation ===
-* '''Q4 2014''': Telemetry data running through pipeline
+* [http://gecko.readthedocs.io/en/latest/toolkit/components/telemetry/telemetry/index.html Telemetry Data]
-* '''Q1 2015''': Launch pipeline prototype
+* [https://wiki.mozilla.org/Mobile/Metrics/Redash Mobile Metrics]
-** Architecture decisions completed; production stack up and running
+* [https://github.com/mozilla/testpilot/blob/master/docs/README-METRICS.md Test Pilot]
-** Business Intelligence/Data Warehouse proof of concept implemented
-** Ingestion process completed for FHR+telemetry (start collecting on 2015-02-23)
-** Backprocessing from pipeline datastore implemented
-** Pipeline runs in parallel to existing infrastructure
-* '''Q2 2015''': Pipeline officially supports business use cases
-** lua filters completed for a set of use cases, including FHR+telemetry
-** dashboards, data warehouse, monitoring, self-service access to data, etc.
-** FHR+telemetry hits full release 2015-05-19, handle full production load
-= Related Dates/Schedules =
+= Code =
-* '''FHR+Telemetry client work'''
+=== V2 Pipeline ===
-** Current plan: FF39 Nightly and uplifted to FF38. May not hit this schedule, but the pipeline needs to be ready
+{| class="wikitable"
-** 2015-02-23 Nightly
+|-
-** 2015-05-19 Release
+! Link !! Description
+|-
+| https://github.com/mozilla-services/data-pipeline || Mozilla Services Data Pipeline
+|-
+| https://github.com/mozilla-services/lua_sandbox || Generic Lua sandbox for dynamic data analysis
+|-
+| https://github.com/mozilla-services/mozilla-pipeline-schemas || JSON Schema specifications of pipeline data
+|-
+| https://github.com/mozilla/pipeline-monitoring-dashboard || Monitoring data quality issues for metrics pipeline
+|-
+| https://github.com/mozilla-services/heka || Data collection and processing made easy
+|-
+| https://github.com/mozilla-services/nginx_moz_ingest || HTTP Data Pipeline Ingestion
+|-
+| https://github.com/trink/hindsight || Data collection and processing made light weight, fast, and more reliable
+|}
+=== Telemetry ===
+{| class="wikitable"
+|-
+! Link !! Description
+|-
+| https://github.com/vitillo/telemetry-onboarding || Slides / notebooks for Telemetry Onboarding
+|-
+| https://github.com/mozilla/telemetry-server || Code for analysis.telemetry.mozilla.org among other things
+|-
+| https://github.com/bsmedberg/telemetry-experiments-dashboard || A dashboard to track the deployment of Firefox Telemetry Experiments
+|-
+| https://github.com/mozilla/telemetry-batch-view || A Scala framework to build derived datasets, aka batch views, of Telemetry data.
+|-
+| https://github.com/mozilla/cerberus || Automatic alert system for telemetry histograms
+|-
+| https://github.com/mozilla/emr-bootstrap-spark || AWS bootstrap scripts for Mozilla's flavoured Spark setup.
+|-
+| https://github.com/mozilla/moz-crash-rate-aggregates || Crash Rate Aggregation code
+|-
+| https://github.com/mozilla/jupyter-notebook-gist || Plugin to create, list, and load GitHub Gists from Jupyter notebooks
+|-
+| https://github.com/mozilla/jupyter-spark || Jupyter Notebook extension for Apache Spark integration
+|-
+| https://github.com/mozilla/python_mozaggregator || Aggregator job for telemetry.mozilla.org
+|-
+| https://github.com/mozilla/python_moztelemetry || Spark bindings for Mozilla Telemetry
+|-
+| https://github.com/mozilla/telemetry-analysis-service || Eventual home of the revamped a.t.m.o (per Bug 1248688)
+|-
+| https://github.com/vitillo/telemetry-airflow || Scheduling / workflow management for Telemetry jobs
+|-
+| https://github.com/vitillo/e10s_analyses || Data analysis relating to Electrolysis / E10s
+|-
+| https://github.com/mozilla/telemetry-tools || Utility code to work with Mozilla Telemetry data
+|}
+= Archive =
+* [https://docs.google.com/a/mozilla.com/document/d/1QGiXfQ0AHCkJNXfMPArjab8Gq8zIdqDopCBr-1qD3sc/edit?usp=sharing Q4 2014: Reporting and monitoring overview]
+* [https://mana.mozilla.org/wiki/display/CLOUDSERVICES/Bespoke+Dashboards Bespoke Dashboards]
+* [https://mana.mozilla.org/wiki/display/CLOUDSERVICES/Cloud+Services+Data Cloud Services Data Projects]
+* [https://mana.mozilla.org/wiki/display/CLOUDSERVICES/Data+Sources List of Data Sources]
+* [https://mana.mozilla.org/wiki/display/CLOUDSERVICES/V1+Pipeline V1 Pipeline & Data Sources]
+* [https://docs.google.com/a/mozilla.com/document/d/1CTazW99zBK5K40f-fgSyTPw9IXgmFYjQmNhzxTT9Tts/edit?usp=sharing post workweek roadmap]
+* [https://id.etherpad.mozilla.org/data-team old etherpad]