ๅฎๆฆใใใซใผ๏ผใใใซใผใง่ชๅใ ใใฎใใฃใผใใฉใผใใณใฐใฏใฉใฆใใณใณใใฅใผใฟใไฝใ
Docker ใไฝฟ็จใใฆใใฏใฉใฆใใซใใฃใผใใฉใผใใณใฐๅๆ็ฐๅขใไฝๆใงใใพใใ GoogleใMS ใชใฉใฎ็ฎก็ใใ Docker ใคใกใผใธใจใฏใฉใฆใใ็ตใฟๅใใใใใจใงใใณใณใใฅใผใฟใผใงๆๆฐใฎใใฃใผใใฉใผใใณใฐๅๆๆนๆณใไฝฟ็จใใฆไฝๆฅญใ่กใใใจใใงใใพใใ
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4 ไปถ
ใใใซใกใฏๅ่ฌ็ใฎ็ใใ๏ผ
้่ฆ่ฌ็พฉๅ ๅฎนใฎๆดๆฐใใ็ฅใใใใพใใ
ใฌใในใณใงใฏใDocker ComposeใจADLS2ใๆดป็จใใฆApache Sparkๅๆ็ฐๅขใ่จญๅฎใใๆนๆณใซใคใใฆ่ชฌๆใใพใใๅ ทไฝ็ใซใฏใ ADLS2ใVMใพใใฏใญใผใซใซ็ฐๅขใงใฏใชใDockerใณใณใใใซ็ดๆฅๆฅ็ถใใๆนๆณใซใคใใฆ่ฉณใใ่ชฌๆใใพใใใใใฏใๅธ่ฒฉใฎใชใณใฉใคใณใฌใในใณใง็ฐกๅใซ่ฆใคใใใใจใใงใใชใๅธๅฐใชใใใใฏใงใใใใใชใใฎๅฎๅใซๅณๅบงใซ้ฉ็จใงใใใใใซๆงๆใใใฆใใพใใ
ใใฎ่ฌ็พฉใฏใปใฏใทใงใณ12๏ผใขใธใฅใผใซ11๏ผใฎๆๅพใฎ่ฌ็พฉใง็ขบ่ชใงใใพใใ
ใใใใจใใใใใพใใ
ใใใจใซใใชใผใ
ๅ่ฌ็ใฎ็ใใ๏ผใใใซใกใฏใ
ๆฐใใใใผใใญใฃใณใใใๆกๅ ใใใใพใใ
ใใผใใญใฃใณใใฏใใใซใผใง่ชๅใ ใใฎใใฃใผใใฉใผใใณใฐใณใณใใฅใผใฟใไฝใไธญใPythonใซ้็นใ็ฝฎใใ่ฌ็พฉใงใใใๅพนๅบ็ใซๅฎ็ฟไธญๅฟใซใชใไบๅฎใงใใ
ใใผใใญใฃใณใใ ใใๆใฃใฆใใ็ฌ่ชใฎๅฉ็นใใใใพใใ
ๆๅใฏๆฒกๅ ฅใฎ็จๅบฆใงใใ
ไบใค็ฎใฏๆ่ปใงใใๅ่ฌ็ใฎๆนใ ใ่ช็ฑใซใ่ณชๅใใใ ใใใใฎๆใๅฝๆใฎ็ญใใ้ใใฆๅ จใฆใฎๅ ๅฎนใ100%ใ็่งฃใใใ ใใใใ่ฌ็พฉใ้ฒใใไบๅฎใงใใ
ๅ่ฌ็ใฎๆนใ ใซๅฎ็ฟใฎใใใซGPUใใผในใฎไปฎๆณใใทใณไฝๆฅญ็ฐๅขใๆไพไบๅฎใงใใฎใงใ
้ ่จใๆบๅใซใคใใฆๆฐ่ปฝใซๅๅ ใงใใพใใ
ไปฅไธใฎใชใณใฏใ็ขบ่ชใใฆใใ ใใใ
ใใใใจใใใใใพใใ
ใใใจใซใใชใผใ
ใใใซใกใฏใใใใจใซใงใใ
ใฏใฉในใงๅธๆใฎๆๆใๅพใฆใใพใใ๏ผ
ใปใฏใทใงใณ6 - ใฌใในใณ3ใ่ฟฝๅ ใใพใใใ
ๅ ๅฎนใฏใไปฎๆณใใทใณใฎไฝๆๆใพใใฏใขใซใฆใณใ้ข้ฃใฎๅ้กใ็บ็ใใใจใใซazureใซ็ดๆฅ้ฃ็ตกใใๆนๆณใฎ่ชฌๆใงใใ
ใฏใฉในใๅฎ็จ็ใชๅฉใใซใชใใใจใ้กใฃใฆใใพใใ
ใใใใจใใใใใพใใ
ใใใจใซใใชใผใ
๏ฝฅ
ไฟฎๆญฃๆธใฟ
ใใใซใกใฏใๅ่ฌ็ใฎ็ใใใ
ใใใจใซใงใใๆฅใใใ้ใใใฆใใพใใ๏ผ ๐
ๅ่ฌ็ใฎๆนใ ใซใใไธๅบฆ็งใฎใใใซใผ่ฌ็พฉใๅ่ฌใใฆใใใ ใใใใใจใใใใใพใใ
ๆฐใใใใใซใผ่ฌ็พฉใๅฎฃไผใใฆใๆกๅ ใใใใพใใ
่ฌ็พฉใฏใใใซใผใงในใใผใฏใจใณใธใณใๆงๆใใในใใผใฏๅฎ่ทต๏ผPython๏ผsql๏ผใๆฑใๅ ๅฎนใงใใใใชใขใซใฟใคใ ใฎใชใณใฉใคใณใใผใใญใฃใณใใง่กใใใไบๅฎใงใใ
ๅฟ ่ฆใชๅ ดๅใๅฎ้ใฎ่ฌ็พฉใงๅ่ฌ็ใฎๆนใ ใฎใใฝใณใณใซใชใขใใฏใงๆฅ็ถใใTrouble Shootingใ้ฒ่กใใไบๅฎใชใฎใงใๅพๆฅใฎไธ่ฌ็ใชใใใซใผ่ฌ็พฉใงๅฐ้ฃใๆใใๆนใๆฐ่ปฝใซๅๅ ใงใใพใใ
ในใฑใธใฅใผใซใฏ5ๆ10ๆฅ้ๆๆฅใฎๅค8ๆใใ11ๆใฎ้ใงใใๆกๅ ใใใ ใใใใใซTrouble Shooting้ฒ่กไบๅฎใงใใฎใง่ฟฝๅ ใฎใปใใทใงใณใใใใใใใใพใใใ
ไปฅไธใฎใฌใในใณใชใณใฏใใใงใใฏใใฆใใ ใใใๅฎๅกใ10ๅใชใฎใง่ฌ็พฉใๅฟ ่ฆใชๆนใฏใๆฉใใซใใ ใใใ
ใใใใจใใใใใพใใ
ใใใจใซใใชใผใ
