CloudServices/DataPipeline: Difference between revisions
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** 2015-05-19 Release | ** 2015-05-19 Release | ||
= Data Sources | = Big Picture = | ||
Strawman for commitment of what sources and reporting we'll implement/support for 2015. | |||
== Data Sources == | |||
* FHR+telemetry | * FHR+telemetry | ||
* Cloud Services log files | * Cloud Services log files | ||
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** Telemetry | ** Telemetry | ||
** ADI/Blocklist Ping | ** ADI/Blocklist Ping | ||
== Reporting/Outputs == | |||
* Elasticsearch/Kibana | |||
* BI/data warehouse (TBD) | |||
* Sentry | |||
Revision as of 23:47, 6 January 2015
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.
Resources
- IRC channel: #datapipeline
- Pipeline technical proposal
- Reporting and monitoring overview
- Heka
Milestones
- Q4 2014: Telemetry data running through pipeline
- Server stack deploy in github ("opsified")
- Re-implement monitoring dashboards
- Q1 2015: Launch pipeline prototype
- Architecture decisions completed; production stack up and running
- 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; not yet source of truth
- Q2 2015: Pipeline officially supports business use cases
- Complete set of use cases tbd (most likely primarily FHR+telemetry use cases)
- Complete set of monitoring and reporting outputs tbd: dashboards, data warehouse, monitoring, self-service access to data
- FHR+telemetry hits full release 2015-05-19, handle full production load
- Q3 2015: Fill out monitoring and reporting capabilities; add sources and use cases
Related Dates/Schedules
- FHR+Telemetry client work
- Current plan: FF39 Nightly and uplifted to FF38. May not hit this schedule, but the pipeline needs to be ready
- 2015-02-23 Nightly
- 2015-05-19 Release
Big Picture
Strawman for commitment of what sources and reporting we'll implement/support for 2015.
Data Sources
- FHR+telemetry
- Cloud Services log files
- FxA related servers
- Loop server
- Sync, Tokenserver
- New sources
- Chronicle
- Github events
- Build system metrics (mach)
- Hg.mozilla.org server logs
- Old sources (may never go through pipeline)
- FHR
- Telemetry
- ADI/Blocklist Ping
Reporting/Outputs
- Elasticsearch/Kibana
- BI/data warehouse (TBD)
- Sentry