Crash crash, baby. Monitoramento automático de erros fatais de aplicativos móveis

Olá! Meu nome é Dmitry, sou engenheiro de lançamento da equipe Avito CI / CD Speed. Há vários anos, meus colegas e eu somos responsáveis ​​por tudo relacionado aos lançamentos de nossos aplicativos móveis e não só. Da última vez, falei sobre nosso sistema de liberação de aplicativo móvel baseado em contrato. Hoje vamos falar sobre como automatizamos a coleta de informações do Firebase sobre novos erros fatais em aplicativos móveis.

Problemático

  .     .  , .

,   , Fabric,   vadimsmal YourDestiny Fabricio.     , Jira-   ,  Git-Blame    c -.

  Google Fabric,   Firebase, .

,   .   ,  Firebase API   , .

Google Cloud Functions

  ,  —     .

Firebase  Google Cloud Functions . serverless FaaS  Google,   Google.  Firebase-Crashlytics   (  deprecated). call-back     crashlytics- .  — “onNew”( crashlytics) “onVelocityAlert” ( crashlytics).

  . Firebase-Google Cloud Functions,   , .  ,  JS  Google Cloud:

const functions = require('firebase-functions');
const rp = require('request-promise');

function sendEvent(event) {
    return rp({
        method: 'POST',
        uri: functions.config().crashlytics.crash_collector_url,
        body: event,
        json: true,
    });
}

exports.NewIssueEvent = functions.crashlytics.issue().onNew(async (issue) => {
    await processEvent(issue, 'NewIssueEvent')
});

exports.RegressedEvent = functions.crashlytics.issue().onRegressed(async (issue) => {await processEvent(issue, 'RegressedEvent')});

exports.VelocityAlertEvent = functions.crashlytics.issue().onVelocityAlert(async (issue) => {await processEvent(issue, 'VelocityAlertEvent')});

const processEvent = async (event, type) =>{
    if (isActualEvent(event)) {
        await sendEvent(event);
        console.log(`Posted ${type} ${event.issueId} successfully to crash collector`);
    }
    else{
        console.log(`It's old event or not Avito. Do nothing`);
    }
}

const isActualEvent = (event) =>{
    const {appInfo} = event;
    const {appName, latestAppVersion} = appInfo;
    const version = latestAppVersion &&  parseFloat(latestAppVersion.split(' ')[0]);
    console.log(`Event appName: ${appName} version: ${version}`);
    return appName === 'Avito' && version > 60.0
}

, ,  , .

  .  Firebase-Crashlytics fatal ( -) non-fatal ( crashlytics).     “onNew” ,   -   ,   .

BigQuery

Google  Firebase  BigQuery. BigQuery — ,   .   2019  c Firebase — Batch Table.

:

1.  ,   , .
2.  — fatal non-fatal.
3. ,   ( ) .

:

   BigQuery : , .  BigQuery   , .    —   17:00,    Firebase-Crashlytics  BigQuery ,   :

SELECT issue_id, is_fatal, COUNT(*) as crashes_counter, 
COUNT(DISTINCT installation_uuid) AS affected_users 
FROM `android.firebase_crashlytics.{table}` 
WHERE issue_id in ( {issues_id_string} ) 
GROUP BY issue_id, is_fatal 
LIMIT 1000

,  . , , ,   - “onVelocityAlert”  Google Cloud Function.       ,   N   .   “onVelocityAlert” ,  Google,   ,   .

  «» , .   VelocityAlert   Firebase-Crashlytics .   Firebase   -,   VelocityAlert. , .  , ,    .   .

  VelocityAlert  . ,    VelocityAlert   .

:

  . .

,  Fabric    :

1.  Git-Blame.
2.  .
3.   -.

   —  Git-Blame.  ,   Jira,   ,  Git-Blame , .   , .

  Nupokati.   ,      BigQuery,    —  — daily report     .

  daily report

    , .  , , ,   .

daily report VelocityAlert      -   .   , ,   .

Google Cloud Functions

  . ,  Firebase . , Firebase-crashlytics Google Cloud Functions deprecated 1  2020 .   .     .

Cloud Functions    BigQuery. : daily report, velocityAlerts,   -.     .

SELECT 
issue_id, 
issue_title, 
is_fatal, 
COUNT(issue_id) as crashes_counter, 
ARRAY_AGG (distinct application.display_version) AS versions, 
COUNT(DISTINCT installation_uuid) AS affected_users 
FROM `android.firebase_crashlytics.{table}`
WHERE is_fatal=true 
GROUP BY issue_title, issue_id, is_fatal 
HAVING ARRAY_LENGTH(versions)=1 AND "{version}" in UNNEST(versions)
ORDER BY crashes_counter DESC

.   Firebase  .     .        BigQuery , .

, :

• BigQuery , ,   .
•  BigQuery. ,   .
•      BigQuery ,  .     .
• BigQuery streaming.   .
•  Google Cloud Platform.   .