Guide-yakabatana mibvunzo · Pakati Nhanho

Apache Airflow yeML Workflows Quiz

Shandisa Airflow basa kutsamira, kudzokorodza, uye kudzosera kumashure kuML workflows, kusanganisira iyo inokonzeresa mitemo inoona kana mabasa agadzirira kuita.

Nzira dzekutungamira dzinoenderanaApache Airflow YeML Workflows
Mubvunzo 1 ye 8

MuApache Airflow, chii chinonzi musimboti abstraction chinoshandiswa kutsanangura mafambiro ebasa?

Tarisa mubvunzo wese8 mibvunzo

Mhinduro uye tsananguro zvinoonekwa paunenge uchitora bvunzo.

  1. MuApache Airflow, chii chinonzi musimboti abstraction chinoshandiswa kutsanangura mafambiro ebasa?
    • A YAML manifest
    • A SQL maonero
    • A DAG (Yakatungamirirwa Acyclic Graph) yakanyorwa muPython
    • Bhuku reJupyter
  2. Ndeipi basa rinowanzoitwa neAirflow mupombi yeML?
    • Inoronga uye kuronga mabasa anomhanya pane mamwe masisitimu
    • Inodzidzisa maitiro ekudzidza akadzama zvakananga paGPUs
    • Inochengetedza mavectors mundangariro
    • Inoshanda modhi yekufungidzira pamusoro peHTTP
  3. Ndeipi Airflow inovaka inoshandiswa kumirira mamiriro ekunze, senge faira rinosvika mudura?
    • A variable
    • Dziva rekubatanidza
    • A macro
    • Sensor
  4. Chii chinonzi Airflow 'backfill' chinokutendera kuti uite?
    • Delete yekare DAG inomhanya zvachose
    • Ita DAG pamusoro pemazuva ekare kuti ugadzirise zvakare data rekare
    • Encrypt iyo metadata database
    • Dzima mugadziri kwenguva
  5. Which Airflow component determines when eligible task instances should be scheduled?
    • Murongi
    • The graph view in the web UI
    • A model’s feature encoder
    • The artifact file itself
  6. Chii chinonzi 'data-aware kuronga' chakaunzwa mune nyowani Airflow shanduro?
    • Encrypting data yese yakapfuura pakati pemabasa
    • Kunyora otomatiki data rekudzidziswa
    • Kuderedza huwandu hweGPUs pabasa
    • Kukonzera maDAG kana dataset ichigadziridzwa kwete pawachi yakatarwa
  7. An Airflow cleanup task must run after upstream tasks finish even if one fails. Which setting controls this behavior?
    • The number of model layers
    • The cleanup task’s trigger rule
    • The feature normalization method
    • The UI theme selected for the DAG
  8. A team backfills three months of ML feature data in Airflow. What makes repeating an interrupted task safer?
    • Appending duplicate outputs each time it retries
    • Ignoring the run’s historical date
    • An idempotent operation with the correct historical inputs
    • Changing the training labels on every retry