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| 1 | +# aliBuild's Anonymous Aggregate User Behaviour Analytics |
| 2 | + |
| 3 | +aliBuild has begun gathering anonymous aggregate user behaviour analytics and |
| 4 | +reporting these to Google Analytics. You will be notified the first time you |
| 5 | +run an aliBuild with this feature enabled. |
| 6 | + |
| 7 | +## Why? |
| 8 | +Resources which we can dedicate to support multiple architectures and compilers are |
| 9 | +limited. As a result, we do not have the resources to do detailed user |
| 10 | +studies of aliBuild users to decide on how best to design future features and |
| 11 | +prioritise current work. Anonymous aggregate user analytics allow us to |
| 12 | +prioritise fixes and features based on how, where and when people use aliBuild. |
| 13 | +For example: |
| 14 | + |
| 15 | +- if a recipe is widely used and is failing often it will enable us to |
| 16 | + prioritise fixing that recipe over others. |
| 17 | +- collecting the OS version allows us to decide what versions of Linux / OS X to |
| 18 | + prioritise and support and identify build failures that occur only on single |
| 19 | + versions. |
| 20 | + |
| 21 | +## What? |
| 22 | +aliBuild's analytics record some shared information for every event: |
| 23 | + |
| 24 | +- The aliBuild user agent e.g. `aliBuild/1.3.0 (Macintosh; x86-64 osx) Python/2.7.9` |
| 25 | +- The Google Analytics version i.e. `1` |
| 26 | + (https://developers.google.com/analytics/devguides/collection/protocol/v1/parameters#v) |
| 27 | +- The aliBuild analytics tracking ID e.g. `UA-77346950-1` |
| 28 | + (https://developers.google.com/analytics/devguides/collection/protocol/v1/parameters#tid) |
| 29 | +- A aliBuild analytics user ID e.g. `1BAB65CC-FE7F-4D8C-AB45-B7DB5A6BA9CB`. |
| 30 | + This is generated by `uuidgen` and stored in `~/.config/alibuild/analytics-uuid` |
| 31 | + This does not allow us to track individual users but does enable us to |
| 32 | + accurately measure user counts vs. event counts |
| 33 | + (https://developers.google.com/analytics/devguides/collection/protocol/v1/parameters#cid) |
| 34 | +- The Google Analytics anonymous IP setting is enabled i.e. `1` |
| 35 | + (https://developers.google.com/analytics/devguides/collection/protocol/v1/parameters#aip) |
| 36 | +- The aliBuild application name e.g. `aliBuild` (https://developers.google.com/analytics/devguides/collection/protocol/v1/parameters#an) |
| 37 | +- The aliBuild application version e.g. `1.3.0` (https://developers.google.com/analytics/devguides/collection/protocol/v1/parameters#av) |
| 38 | +- The aliBuild analytics hit type e.g. `screenview` (https://developers.google.com/analytics/devguides/collection/protocol/v1/parameters#t) |
| 39 | + |
| 40 | +aliBuild's analytics records the following different events: |
| 41 | + |
| 42 | +- a `screenview` hit type with the official aliBuild command you have run (with |
| 43 | + arguments stripped) e.g. `aliBuild build` (not `aliBuild build AliceO2`) |
| 44 | +- an `event` hit type with the `install` event category, the aliBuild recipe you |
| 45 | + have requested to build and any used options e.g. `AliRoot devel=AliRoot sys=cmake deps=ROOT` as the |
| 46 | + action and an event label e.g. `osx_x86-64` to indicate |
| 47 | + the OS version. This allows us to identify formulae that need fixed and where |
| 48 | + more easily. |
| 49 | +- an `event` hit type with the `BuildSuccess` event category, the aliBuild |
| 50 | + recipe invoked to install e.g. `zlib` as the action and an event label |
| 51 | + e.g. `osx_x86-64 v1.2.8 abcdef0123` to indicate the architecture, the version and |
| 52 | + the hash of the package being build. |
| 53 | +- an `event` hit type with the `BuildError` event category, the aliBuild |
| 54 | + formula that failed to install e.g. `AliRoot` as the action and an event label |
| 55 | + e.g. `osx_x86-64 master abcdef0123` to indicate the architecture, the branch / tag |
| 56 | + and the commit that failed. |
| 57 | +- an `exception` hit type with the `exception` event category, exception |
| 58 | + description of the exception name e.g. `IOError` and whether |
| 59 | + the exception was fatal e.g. `1` |
| 60 | + |
| 61 | +You can also view all the information that is sent by aliBuild's |
| 62 | +analytics by setting `ALIBUILD_ANALYTICS_DEBUG=1` in your environment. |
| 63 | +Please note this will also stop any analytics being sent. |
| 64 | + |
| 65 | +It is impossible for the aliBuild developers to match any particular |
| 66 | +event to any particular user, even if we had access to the aliBuild |
| 67 | +analytics user ID (which we do not). As far as we can tell it would |
| 68 | +be impossible Google to match the randomly generated aliBuild-only |
| 69 | +analytics user ID to any other Google Analytics user ID. If Google |
| 70 | +turned evil the only thing they could do would be to lie about |
| 71 | +anonymising IP addresses and attempt to match users based on IP |
| 72 | +addresses. |
| 73 | + |
| 74 | +## When/Where? |
| 75 | +aliBuild's analytics are sent throughout aliBuild's execution to Google |
| 76 | +Analytics over HTTPS. |
| 77 | + |
| 78 | +## Who? |
| 79 | +aliBuild's analytics are accessible to aliBuild's current maintainers |
| 80 | +and ALICE Offline Coordination. |
| 81 | + |
| 82 | +## How? |
| 83 | +The code is viewable in: |
| 84 | + |
| 85 | +https://github.com/alisw/alibuild/blob/master/alibuild_helpers/analytics.py |
| 86 | + |
| 87 | +They are done in a separate background process and fail fast to |
| 88 | +avoid delaying any execution. They will fail immediately and silently if |
| 89 | +you have no network connection. |
| 90 | + |
| 91 | +## Opting out |
| 92 | +aliBuild analytics helps us maintainers and leaving it on is |
| 93 | +appreciated. However, if you want to opt out of aliBuild's analytics, |
| 94 | +you can set this variable in your environment: |
| 95 | + |
| 96 | +```sh |
| 97 | +export ALIBUILD_NO_ANALYTICS=1 |
| 98 | +``` |
| 99 | + |
| 100 | +Alternatively, this will prevent analytics from ever being sent: |
| 101 | + |
| 102 | +```sh |
| 103 | +aliBuild analytics off |
| 104 | +``` |
| 105 | + |
| 106 | +In case you decide you want to turn analytics back on: |
| 107 | + |
| 108 | +```sh |
| 109 | +aliBuild analytics on |
| 110 | +``` |
| 111 | + |
| 112 | +## Thanks |
| 113 | +We would like to thank the Homebrew project as this file and the actual |
| 114 | +python reimplementation of the analytics is based on their documentation |
| 115 | +and code. |
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