AWS Glue 5.0のG1Xのスペックやパッケージの情報を取得してみた #AWSreInvent
2024.12.18AWS事業本部コンサルティング部の石川です。すでにAWS Glue 5.0の一般提供を開始したことは下記のブログで紹介済みです。この最新バージョンでは、基本的なスペックやパッケージの情報は下記のブログに記載のとおりです。本日は、もう少し踏み込んだ内容までご紹介します。
スペックやパッケージの情報を取得するメリット
ディスクの空き容量
ディスクフルにならない限界がわかるため、どれくらいログ出力しても大丈夫であるか、どれくらいのファイルをダウンロードしたり加工しても問題ないのか、などの検討がつくようになります。
インストール済みPythonパッケージ
自分が利用したいPythonパッケージやバージョンが入っているのならコードを書くだけで良いけど、ないのなら実行時にパッケージをインストールするパラメタを設定しなければならないなどの判断ができるようになります。
インストール済みLinuxパッケージ
自分が利用したいLinuxパッケージやバージョンが入っているのならos.system()でコマンド実行も可能です。
情報取得用のコマンド
このコマンドで取得したのは、Driverと1つのExecutorが動作しているG1X（4vCPU, 16GB）というDPU（Data Processing Units）の状態です。他のDPUの値を知りたい場合は、WorkerTypeを変更して実行するとよいでしょう。
import os
# Python Version
os.system('python --version')
# Python3 Version
os.system('python3 --version')
# ディレクトリ構成
os.system('ls -la /')
# システム情報
os.system('uname -a')
# CPU情報
os.system('cat /proc/cpuinfo')
# メモリ情報
os.system('cat /proc/meminfo')
# ディスクの空き領域の確認
os.system('df')
# マウントしているファイルシステムの確認
os.system('mount')
# メモリの利用状況
os.system('free -m')
# インストール済みPythonパッケージ一覧
os.system('pip freeze')
# インストール済みPython3パッケージ一覧
os.system('pip3 freeze')
# インストール済みLinuxパッケージ一覧
os.system('rpm -qa')
Glue 5.0 - Supports spark 3.5, Scala 2, Python 3
では、最新のGlue 5.0のスペックやパッケージの情報を取得します。
Python Version
os.system('python --version')
Python 3.9.16
Python3 Version
実際にGlue ETLジョブ（Spark）が動作しているのは3.11なので、このPythonとは異なる。インストール済みLinuxパッケージ一覧では、3.11がインストールされていることを確認済み。
os.system('python3 --version')
Python 3.9.16
ディレクトリ構成
os.system('ls -la /')
total 8
drwxr-xr-x 1 root root 64 Dec 18 11:34 .
drwxr-xr-x 1 root root 64 Dec 18 11:34 ..
-rwxr-xr-x 1 root root 0 Dec 18 11:34 .dockerenv
lrwxrwxrwx 1 root root 7 Jan 30 2023 bin -> usr/bin
dr-xr-xr-x 2 root root 6 Jan 30 2023 boot
drwxr-x--- 2 root root 6 Dec 18 11:34 connection
drwxr-xr-x 5 root root 340 Dec 18 11:34 dev
-rw-r--r-- 1 root root 68 Dec 12 21:01 emr-serverless-configuration.json
drwxr-xr-x 1 root root 66 Dec 18 11:34 etc
drwxr-xr-x 5 root root 39 Dec 12 21:09 glue
drwxr-xr-x 1 root root 20 Dec 12 21:01 home
lrwxrwxrwx 1 root root 7 Jan 30 2023 lib -> usr/lib
lrwxrwxrwx 1 root root 9 Jan 30 2023 lib64 -> usr/lib64
drwxr-xr-x 2 root root 6 Nov 22 04:59 local
drwxr-xr-x 2 root root 6 Jan 30 2023 media
drwxr-xr-x 2 hadoop hadoop 6 Jan 30 2023 mnt
drwxr-xr-x 4 root root 31 Dec 12 21:03 opt
drwxr-xr-x 2 root root 134 Dec 12 21:01 patches
dr-xr-xr-x 192 root root 0 Dec 18 11:34 proc
drwxr-xr-x 2 root root 23 Dec 18 11:34 reporting
dr-xr-x--- 6 root root 61 Dec 12 21:08 root
drwxr-xr-x 20 root root 293 Dec 12 21:03 run
lrwxrwxrwx 1 root root 8 Jan 30 2023 sbin -> usr/sbin
drwxr-xr-x 2 root root 6 Jan 30 2023 srv
dr-xr-xr-x 13 root root 0 Dec 18 11:33 sys
drwxrwxrwt 1 root root 4096 Dec 18 11:35 tmp
drwxr-xr-x 1 root root 19 Dec 12 21:22 usr
drwxr-xr-x 1 root root 17 Dec 12 21:01 var
システム情報
Linux カーネルは、5.10.227
os.system('uname -a')
Linux ip-172-36-162-167.ec2.internal 5.10.227-219.884.amzn2.x86_64 #1 SMP Tue Oct 22 16:38:23 UTC 2024 x86_64 x86_64 x86_64 GNU/Linux
CPU情報
CPUは、いつどこで実行したかによって変わる可能性があります。
os.system('cat /proc/cpuinfo')
processor : 0
vendor_id : GenuineIntel
cpu family : 6
model : 85
model name : Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
stepping : 7
microcode : 0x5003707
cpu MHz : 3100.170
cache size : 36608 KB
physical id : 0
siblings : 4
core id : 0
cpu cores : 2
apicid : 0
initial apicid : 0
fpu : yes
fpu_exception : yes
cpuid level : 13
wp : yes
flags : fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke
bugs : cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale
_data retbleed gds
bogomips : 4999.99
clflush size : 64
cache_alignment : 64
address sizes : 46 bits physical, 48 bits virtual
power management:
processor : 1
vendor_id : GenuineIntel
cpu family : 6
model : 85
model name : Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
stepping : 7
microcode : 0x5003707
cpu MHz : 3099.455
cache size : 36608 KB
physical id : 0
siblings : 4
core id : 1
cpu cores : 2
apicid : 2
initial apicid : 2
fpu : yes
fpu_exception : yes
cpuid level : 13
wp : yes
flags : fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsave
opt xsavec xgetbv1 xsaves ida arat pku ospke
bugs : cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data retbleed gds
bogomips : 4999.99
clflush size : 64
cache_alignment : 64
address sizes : 46 bits physical, 48 bits virtual
power management:
processor : 2
vendor_id : GenuineIntel
cpu family : 6
model : 85
model name : Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
stepping : 7
microcode : 0x5003707
cpu MHz : 3100.048
cache size : 36608 KB
physical id : 0
siblings : 4
core id : 0
cpu cores : 2
apicid : 1
initial apicid : 1
fpu : yes
fpu_exception : yes
cpuid level : 13
wp : yes
flags : fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_sin
gle pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke
bugs : cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data retbleed gds
bogomips : 4999.99
clflush size : 64
cache_alignment : 64
address sizes : 46 bits physical, 48 bits virtual
power management:
processor : 3
vendor_id : GenuineIntel
cpu family : 6
model : 85
model name : Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
stepping : 7
microcode : 0x5003707
cpu MHz : 3105.126
cache size : 36608 KB
physical id : 0
siblings : 4
core id : 1
cpu cores : 2
apicid : 3
initial apicid : 3
fpu : yes
fpu_exception : yes
cpuid level : 13
wp : yes
flags : fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq s
sse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke
bugs : cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data retbleed gds
bogomips : 4999.99
clflush size : 64
cache_alignment : 64
address sizes : 46 bits physical, 48 bits virtual
power management:
メモリ情報
G.1XのDPUのメモリは、16GB。
os.system('cat /proc/meminfo')
MemTotal: 16069016 kB
MemFree: 13271096 kB
MemAvailable: 14613320 kB
Buffers: 2088 kB
Cached: 1558044 kB
SwapCached: 0 kB
Active: 597884 kB
Inactive: 2008296 kB
Active(anon): 344 kB
Inactive(anon): 1046208 kB
Active(file): 597540 kB
Inactive(file): 962088 kB
Unevictable: 0 kB
Mlocked: 0 kB
SwapTotal: 0 kB
SwapFree: 0 kB
Dirty: 36 kB
Writeback: 0 kB
AnonPages: 1046216 kB
Mapped: 360756 kB
Shmem: 456 kB
KReclaimable: 58644 kB
Slab: 97556 kB
SReclaimable: 58644 kB
SUnreclaim: 38912 kB
KernelStack: 4592 kB
PageTables: 8828 kB
NFS_Unstable: 0 kB
Bounce: 0 kB
WritebackTmp: 0 kB
CommitLimit: 8034508 kB
Committed_AS: 2514760 kB
VmallocTotal: 34359738367 kB
VmallocUsed: 10568 kB
VmallocChunk: 0 kB
Percpu: 2400 kB
HardwareCorru
pted: 0 kB
AnonHugePages: 0 kB
ShmemHugePages: 0 kB
ShmemPmdMapped: 0 kB
FileHugePages: 0 kB
FilePmdMapped: 0 kB
HugePages_Total: 0
HugePages_Free: 0
HugePages_Rsvd: 0
HugePages_Surp: 0
Hugepagesize: 2048 kB
Hugetlb: 0 kB
DirectMap4k: 114600 kB
DirectMap2M: 5869568 kB
DirectMap1G: 10485760 kB
ディスクの空き領域の確認
22GBぐらいは空きがありそう。でも、76GBすでに使っているとは考えられない。
Filesystem 1K-blocks Used Available Use% Mounted on
overlay 98553836 76407192 22146644 78% /
tmpfs 65536 0 65536 0% /dev
tmpfs 8034508 0 8034508 0% /sys/fs/cgroup
/dev/nvme0n1p1 98553836 76407192 22146644 78% /connection
shm 65536 0 65536 0% /dev/shm
tmpfs 8034508 0 8034508 0% /proc/acpi
tmpfs 8034508 0 8034508 0% /sys/firmware
マウントしているファイルシステムの確認
os.system('mount')
overlay on / type overlay (rw,relatime,lowerdir=/var/lib/docker/overlay2/l/OF3KZZ4USPC5M2BP7HRZCKHZTB:/var/lib/docker/overlay2/l/WK422ZCWNG5PO3DUNJNU6IR7NW:/var/lib/docker/overlay2/l/PM2ICIQXYNDGAXUM47MRDEMJAJ:/var/lib/docker/overlay2/l/JJPRBGS33AMDVFOG73X5MXVAT5:/var/lib/docker/overlay2/l/AJ5CG3R74WRPLNU5VQYDFPXZYP:/var/lib/docker/overlay2/l/2FFVB2K7XRJOVZKWURTRI7NCS5:/var/lib/docker/overlay2/l/MCCLGGVNVMENYCKVPYZFMWYMJR:/var/lib/docker/overlay2/l/3BMLA7C6XC6VE2STSQULM2ULQ7:/var/lib/docker/overlay2/l/5NKS4YP7EPKCJU5AXKWCHLPZL7:/var/lib/docker/overlay2/l/R2WE4SLEOKTZN4PRXOEXQ7EIQL:/var/lib/docker/overlay2/l/AVKV2O55KLZFVPNVOR4LPEBFGH:/var/lib/docker/overlay2/l/R7ONDLST6I7ULM77EEJ73HHXAT:/var/lib/docker/overlay2/l/TUUX4ANT2WUYYTH2FZIWR3LUTP,upperdir=/var/lib/docker/overlay2/bc23105ed30dd131d71ef71f941bd90c4c09859ef325d8cd7626e1386dd12e2c/diff,workdir=/var/lib/docker/overlay2/bc23105ed30dd131d71ef71f941bd90c4c09859ef325d8cd7626e1386dd12e2c/work)
proc on /proc type proc (rw,nosuid,nodev,noexec,relatime)
tmpfs on
/dev type tmpfs (rw,nosuid,size=65536k,mode=755)
devpts on /dev/pts type devpts (rw,nosuid,noexec,relatime,gid=5,mode=620,ptmxmode=666)
sysfs on /sys type sysfs (ro,nosuid,nodev,noexec,relatime)
tmpfs on /sys/fs/cgroup type tmpfs (rw,nosuid,nodev,noexec,relatime,mode=755)
cgroup on /sys/fs/cgroup/systemd type cgroup (ro,nosuid,nodev,noexec,relatime,xattr,release_agent=/usr/lib/systemd/systemd-cgroups-agent,name=systemd)
cgroup on /sys/fs/cgroup/perf_event type cgroup (ro,nosuid,nodev,noexec,relatime,perf_event)
cgroup on /sys/fs/cgroup/blkio type cgroup (ro,nosuid,nodev,noexec,relatime,blkio)
cgroup on /sys/fs/cgroup/cpuset type cgroup (ro,nosuid,nodev,noexec,relatime,cpuset)
cgroup on /sys/fs/cgroup/hugetlb type cgroup (ro,nosuid,nodev,noexec,relatime,hugetlb)
cgroup on /sys/fs/cgroup/devices type cgroup (ro,nosuid,nodev,noexec,relatime,devices)
cgroup on /sys/fs/cgroup/memory type cgroup (ro,nosuid,nodev,noexec,relatime,memory)
cgroup on /sys/fs/cgroup/freezer type cgroup (ro,nosuid,nodev,noexec,relatime,f
reezer)
cgroup on /sys/fs/cgroup/net_cls,net_prio type cgroup (ro,nosuid,nodev,noexec,relatime,net_cls,net_prio)
cgroup on /sys/fs/cgroup/pids type cgroup (ro,nosuid,nodev,noexec,relatime,pids)
cgroup on /sys/fs/cgroup/cpu,cpuacct type cgroup (ro,nosuid,nodev,noexec,relatime,cpu,cpuacct)
mqueue on /dev/mqueue type mqueue (rw,nosuid,nodev,noexec,relatime)
/dev/nvme0n1p1 on /connection type xfs (ro,noatime,attr2,inode64,logbufs=8,logbsize=32k,noquota)
/dev/nvme0n1p1 on /reporting type xfs (rw,noatime,attr2,inode64,logbufs=8,logbsize=32k,noquota)
/dev/nvme0n1p1 on /etc/resolv.conf type xfs (rw,noatime,attr2,inode64,logbufs=8,logbsize=32k,noquota)
/dev/nvme0n1p1 on /etc/hostname type xfs (rw,noatime,attr2,inode64,logbufs=8,logbsize=32k,noquota)
/dev/nvme0n1p1 on /etc/hosts type xfs (rw,noatime,attr2,inode64,logbufs=8,logbsize=32k,noquota)
shm on /dev/shm type tmpfs (rw,nosuid,nodev,noexec,relatime,size=65536k)
proc on /proc/bus type proc (ro,nosuid,nodev,noexec,relatime)
proc on /proc/fs type proc (ro,nosuid,node
v,noexec,relatime)
proc on /proc/irq type proc (ro,nosuid,nodev,noexec,relatime)
proc on /proc/sys type proc (ro,nosuid,nodev,noexec,relatime)
proc on /proc/sysrq-trigger type proc (ro,nosuid,nodev,noexec,relatime)
tmpfs on /proc/acpi type tmpfs (ro,relatime)
tmpfs on /proc/kcore type tmpfs (rw,nosuid,size=65536k,mode=755)
tmpfs on /proc/keys type tmpfs (rw,nosuid,size=65536k,mode=755)
tmpfs on /proc/latency_stats type tmpfs (rw,nosuid,size=65536k,mode=755)
tmpfs on /proc/timer_list type tmpfs (rw,nosuid,size=65536k,mode=755)
tmpfs on /proc/sched_debug type tmpfs (rw,nosuid,size=65536k,mode=755)
tmpfs on /sys/firmware type tmpfs (ro,relatime)
メモリの利用状況
実際に利用可能なメモリは 14263 MB です。Glue 5.0からこの値を取得できるようになりました。
os.system('free -m')
total used free shared buff/cache available
Mem: 15692 1158 12951 0 1581 14263
Swap: 0 0 0
インストール済みPythonパッケージ一覧
Glue 5.0からこの値を取得できるようになりました。
os.system('pip freeze')
aiobotocore==2.13.1
aiohappyeyeballs==2.3.5
aiohttp==3.10.1
aioitertools==0.11.0
aiosignal==1.3.1
appdirs==1.4.4
async-timeout==4.0.3
attrs==24.2.0
awscli==2.15.30
awscrt==0.19.19
boto3==1.34.131
botocore==1.34.131
certifi==2024.7.4
cffi==1.14.5
charset-normalizer==3.3.2
colorama==0.4.4
contourpy==1.2.1
cryptography==36.0.1
cycler==0.12.1
dbus-python==1.2.18
distlib==0.3.1
distro==1.5.0
docutils==0.16
filelock==3.0.12
fonttools==4.53.1
frozenlist==1.4.1
fsspec==2024.6.1
gpg==1.15.1
idna==2.10
importlib_resources==6.4.0
jmespath==0.10.0
kaleido==0.2.1
kiwisolver==1.4.5
libcomps==0.1.20
matplotlib==3.9.0
multidict==6.0.5
numpy==1.26.4
packaging==24.1
pandas==2.2.2
pillow==10.4.0
plotly==5.23.0
ply==3.11
prompt-toolkit==3.0.24
pyarrow==17.0.0
pycparser==2.20
Pygments==2.7.4
pyparsing==3.1.2
PySocks==1.7.1
python-dateutil==2.9.0.post0
pytz==2024.1
requests==2.32.2
rpm==4.16.1.3
ruamel.yaml==0.16.6
ruamel.yaml.clib==0.1.2
s3fs==2024.6.1
s3transfer==0.10.2
seaborn==0.13.2
six==1.16.0
systemd-python==235
tenacity==9.0.0
typing_extensions==4.12.2
tzdata==2024.1
urllib3==1.25.10
virtualenv==20.4.0
wcwidth==0.2.5
wrapt==1.16.0
yarl==1.9.4
zipp==3.19.2
インストール済みPython3パッケージ一覧
os.system('pip3 freeze')
aiobotocore==2.13.1
aiohappyeyeballs==2.3.5
aiohttp==3.10.1
aioitertools==0.11.0
aiosignal==1.3.1
appdirs==1.4.4
async-timeout==4.0.3
attrs==24.2.0
awscli==2.15.30
awscrt==0.19.19
boto3==1.34.131
botocore==1.34.131
certifi==2024.7.4
cffi==1.14.5
charset-normalizer==3.3.2
colorama==0.4.4
contourpy==1.2.1
cryptography==36.0.1
cycler==0.12.1
dbus-python==1.2.18
distlib==0.3.1
distro==1.5.0
docutils==0.16
filelock==3.0.12
fonttools==4.53.1
frozenlist==1.4.1
fsspec==2024.6.1
gpg==1.15.1
idna==2.10
importlib_resources==6.4.0
jmespath==0.10.0
kaleido==0.2.1
kiwisolver==1.4.5
libcomps==0.1.20
matplotlib==3.9.0
multidict==6.0.5
numpy==1.26.4
packaging==24.1
pandas==2.2.2
pillow==10.4.0
plotly==5.23.0
ply==3.11
prompt-toolkit==3.0.24
pyarrow==17.0.0
pycparser==2.20
Pygments==2.7.4
pyparsing==3.1.2
PySocks==1.7.1
python-dateutil==2.9.0.post0
pytz==2024.1
requests==2.32.2
rpm==4.16.1.3
ruamel.yaml==0.16.6
ruamel.yaml.clib==0.1.2
s3fs==2024.6.1
s3transfer==0.10.2
seaborn==0.13.2
six==1.16.0
systemd-python==235
tenacity==9.0.0
typing_extensions==4.12.2
tzdata==2024.1
urllib3==1.25.10
virtualenv==20.4.0
wcwidth==0.2.5
wrapt==1.16.0
yarl==1.9.4
zipp==3.19.2
インストール済みLinuxパッケージ一覧
os.system('rpm -qa')
tzdata-2024a-1.amzn2023.0.1.noarch
python3-setuptools-wheel-59.6.0-2.amzn2023.0.5.noarch
pcre2-syntax-10.40-1.amzn2023.0.3.noarch
ncurses-libs-6.2-4.20200222.amzn2023.0.6.x86_64
bash-5.2.15-1.amzn2023.0.2.x86_64
setup-2.13.7-3.amzn2023.0.2.noarch
basesystem-11-11.amzn2023.0.2.noarch
glibc-common-2.34-117.amzn2023.0.1.x86_64
zlib-1.2.11-33.amzn2023.0.5.x86_64
bzip2-libs-1.0.8-6.amzn2023.0.2.x86_64
sqlite-libs-3.40.0-1.amzn2023.0.4.x86_64
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perl-Net-SSLeay-1.92-2.amzn2023.0.2.x86_64
perl-Text-Tabs+Wrap-2021.0726-1.amzn2023.0.1.noarch
perl-Mozilla-CA-20200520-4.amzn2023.0.2.noarch
perl-if-0.60.800-477.amzn2023.0.6.noarch
perl-IO-Socket-IP-0.41-3.amzn2023.0.2.noarch
perl-Time-Local-1.300-5.amzn2023.0.2.noarch
perl-File-Path-2.18-2.amzn2023.0.2.noarch
perl-IO-Socket-SSL-2.075-1.amzn2023.0.2.noarch
perl-Pod-Escapes-1.07-458.amzn2023.0.2.noarch
perl-Class-Struct-0.66-477.amzn2023.0.6.noarch
perl-POSIX-1.94-477.amzn2023.0.6.x86_64
perl-Term-ANSIColor-5.01-459.amzn2023.0.2.noarch
perl-IPC-Open3-1.21-477.amzn2023.0.6.noarch
perl-subs-1.03-477.amzn2023.0.6.noarch
perl-File-Temp-0.231.100-2.amzn2023.0.2.noarch
perl-HTTP-Tiny-0.078-1.amzn2023.0.3.noarch
perl-Term-Cap-1.17-458.amzn2023.0.2.noarch
perl-Pod-Simple-3.42-2.amzn2023.0.2.noarch
perl-Socket-2.032-1.amzn2023.0.2.x86_64
perl-SelectSaver-1.02-477.amzn2023.0.6.noarch
perl-Symbol-1.08-477.amzn2023.0.6.noarch
perl-File-stat-1.09-477.amzn2023.0.6.noarch
perl-podlators-4.14-458.amzn2023.0.2.noarch
perl-Pod-Perldoc-3.28.01-459.amzn2023.0.3.noarch
perl-Fcntl-1.13-477.amzn2023.0.6.x86_64
perl-Text-ParseWords-3.30-458.amzn2023.0.2.noarch
perl-mro-1.23-477.amzn2023.0.6.x86_64
perl-IO-1.43-477.amzn2023.0.6.x86_64
perl-overloading-0.02-477.amzn2023.0.6.noarch
perl-Pod-Usage-2.01-2.amzn2023.0.2.noarch
perl-Errno-1.30-477.amzn2023.0.6.x86_64
perl-File-Basename-2.85-477.amzn2023.0.6.noarch
perl-Getopt-Std-1.12-477.amzn2023.0.6.noarch
perl-MIME-Base64-3.16-2.amzn2023.0.2.x86_64
perl-Scalar-List-Utils-1.56-459.amzn2023.0.2.x86_64
perl-constant-1.33-459.amzn2023.0.2.noarch
perl-Storable-3.21-458.amzn2023.0.2.x86_64
perl-overload-1.31-477.amzn2023.0.6.noarch
perl-parent-0.238-458.amzn2023.0.2.noarch
perl-vars-1.05-477.amzn2023.0.6.noarch
perl-Getopt-Long-2.52-2.amzn2023.0.2.noarch
perl-DynaLoader-1.47-477.amzn2023.0.6.x86_64
perl-Carp-1.50-458.amzn2023.0.2.noarch
perl-Exporter-5.74-459.amzn2023.0.2.noarch
perl-NDBM_File-1.15-477.amzn2023.0.6.x86_64
perl-PathTools-3.78-459.amzn2023.0.2.x86_64
perl-Encode-3.15-462.amzn2023.0.2.x86_64
perl-libs-5.32.1-477.amzn2023.0.6.x86_64
perl-interpreter-5.32.1-477.amzn2023.0.6.x86_64
perl-File-Copy-2.34-477.amzn2023.0.6.noarch
perl-IPC-Run3-0.048-21.amzn2023.0.2.noarch
perl-locale-1.09-477.amzn2023.0.6.noarch
paper-2.3-2.amzn2023.0.3.x86_64
psutils-2.05-1.amzn2023.0.2.noarch
groff-1.22.4-7.amzn2023.0.2.x86_64
awscli-2-2.15.30-1.amzn2023.0.1.noarch
bigtop-utils-1.2.0-1.amzn2023.noarch
bigtop-groovy-2.5.4-1.amzn2023.noarch
bigtop-jsvc-1.2.4-1.amzn2023.x86_64
mpdecimal-2.5.1-3.amzn2023.0.3.x86_64
python3.11-3.11.6-1.amzn2023.0.4.x86_64
python3.11-libs-3.11.6-1.amzn2023.0.4.x86_64
python3.11-setuptools-65.5.1-2.amzn2023.0.6.noarch
lzo-2.10-4.amzn2023.0.2.x86_64
libnl3-3.5.0-6.amzn2023.0.2.x86_64
libibverbs-48.0-1.amzn2023.0.1.x86_64
libpcap-1.10.1-1.amzn2023.0.2.x86_64
nmap-ncat-7.93-4.amzn2023.x86_64
findutils-4.8.0-2.amzn2023.0.2.x86_64
initscripts-10.09-1.amzn2023.0.2.x86_64
hadoop-3.4.0.amzn.1-1.amzn2023.x86_64
hadoop-yarn-3.4.0.amzn.1-1.amzn2023.x86_64
hadoop-hdfs-3.4.0.amzn.1-1.amzn2023.x86_64
emr-goodies-spark-3.14.0-1.amzn2023.noarch
emr-goodies-parquet-3.14.0-1.amzn2023.noarch
emr-goodies-hive-3.14.0-1.amzn2023.noarch
emr-goodies-hadoop-3.14.0-1.amzn2023.noarch
emr-ddb-hive-5.6.0-1.amzn2023.noarch
emr-ddb-hadoop-5.6.0-1.amzn2023.noarch
aws-java-sdk-v2-2.28.8-1.amzn2023.noarch
hadoop-mapreduce-3.4.0.amzn.1-1.amzn2023.x86_64
hadoop-client-3.4.0.amzn.1-1.amzn2023.x86_64
spark-core-3.5.2.amzn.1-1.amzn2023.x86_64
spark-python-3.5.2.amzn.1-1.amzn2023.x86_64
emr-ddb-5.6.0-1.amzn2023.noarch
emr-goodies-3.14.0-1.amzn2023.noarch
emr-serverless-livy-0.7.1-1.amzn2023.noarch
hadoop-lzo-0.4.19-1.amzn2023.x86_64
python3.11-pip-22.3.1-2.amzn2023.0.4.noarch
emrfs-2.66.0-1.amzn2023.noarch
emr-scripts-2.20.0-1.amzn2023.noarch
aws-hm-client-4.2.0-1.amzn2023.noarch
emr-s3-select-2.14.0-1.amzn2023.noarch
spark-redshift-6.3.0-1.amzn2023.noarch
spark-sql-kinesis-1.1.0-1.amzn2023.noarch
openssl-3.0.8-1.amzn2023.0.16.x86_64
redshift-jdbc-driver-2.1.0.29-1.noarch
mariadb-connector-java-2.7.2-1.noarch
Hive-JSON-Serde-1.3.8-1.noarch
spark-datanucleus-3.5.2.amzn.1-1.amzn2023.x86_64
spark-connector-3.5.2.amzn.1-1.amzn2023.x86_64
iceberg-1.6.1.amzn.1-1.amzn2023.noarch
delta-3.2.1.amzn.0-1.amzn2023.noarch
aws-otel-collector-0.40.2-1.amzn2023.x86_64
glue-streaming-5.0.0-1.amzn2023.noarch
glue-pii-dependencies-3.6.0-1.amzn2023.noarch
glue-connectors-5.0.0-1.amzn2023.noarch
glue-amazon-certs-5.0.0-1.amzn2023.noarch
emr-serverless-goodies-spark-2.15.0-1.amzn2023.noarch
emr-glue-bootstrap-5.0.0-1.amzn2023.noarch
datazone-openlineage-spark-1.0.0-1.amzn2023.noarch
aws-glue-shuffle-5.0.0-1.amzn2023.noarch
hudi-0.15.0.amzn.2-1.amzn2023.noarch
hudi-spark-0.15.0.amzn.2-1.amzn2023.noarch
python3-pip-21.3.1-2.amzn2023.0.9.noarch
libmpc-1.2.1-2.amzn2023.0.2.x86_64
cpp-11.4.1-2.amzn2023.0.2.x86_64
unzip-6.0-57.amzn2023.0.2.x86_64
zip-3.0-28.amzn2023.0.2.x86_64
rust-srpm-macros-21-42.amzn2023.0.2.noarch
pkgconf-m4-1.8.0-4.amzn2023.0.2.noarch
perl-srpm-macros-1-39.amzn2023.0.2.noarch
package-notes-srpm-macros-0.4-18.amzn2023.0.5.noarch
openblas-srpm-macros-2-9.amzn2023.0.2.noarch
ocaml-srpm-macros-6-6.amzn2023.0.2.noarch
lua-srpm-macros-1-4.amzn2023.0.2.noarch
libtool-ltdl-2.4.7-1.amzn2023.0.3.x86_64
libpkgconf-1.8.0-4.amzn2023.0.2.x86_64
kernel-srpm-macros-1.0-14.amzn2023.0.2.noarch
kernel-headers-6.1.115-126.197.amzn2023.x86_64
jansson-2.14-0.amzn2023.x86_64
glibc-headers-x86-2.34-117.amzn2023.0.1.noarch
ghc-srpm-macros-1.5.0-4.amzn2023.0.2.noarch
gc-8.0.4-5.amzn2023.0.2.x86_64
guile22-2.2.7-2.amzn2023.0.3.x86_64
make-4.3-5.amzn2023.0.2.x86_64
file-5.39-7.amzn2023.0.4.x86_64
elfutils-debuginfod-client-0.188-3.amzn2023.0.2.x86_64
binutils-2.39-6.amzn2023.0.10.x86_64
efi-srpm-macros-5-4.amzn2023.0.5.noarch
dwz-0.14-6.amzn2023.0.2.x86_64
annobin-docs-10.93-1.amzn2023.0.1.noarch
fonts-srpm-macros-2.0.5-12.amzn2023.0.2.noarch
go-srpm-macros-3.2.0-37.amzn2023.noarch
annobin-plugin-gcc-10.93-1.amzn2023.0.1.x86_64
gcc-11.4.1-2.amzn2023.0.2.x86_64
glibc-devel-2.34-117.amzn2023.0.1.x86_64
libxcrypt-devel-4.4.33-7.amzn2023.x86_64
pkgconf-pkg-config-1.8.0-4.amzn2023.0.2.x86_64
pkgconf-1.8.0-4.amzn2023.0.2.x86_64
python-srpm-macros-3.9-41.amzn2023.0.6.noarch
amazon-rpm-config-228-4.amzn2023.0.1.noarch
ruby3.2-devel-3.2.2-180.amzn2023.0.4.x86_64
libyaml-devel-0.2.5-5.amzn2023.0.2.x86_64
hostname-3.23-4.amzn2023.0.3.x86_64
glibc-gconv-extra-2.34-117.amzn2023.0.1.x86_64
rubygem-sigdump-0.2.5-1.noarch
rubygem-aws-eventstream-1.3.0-1.noarch
rubygem-aws-sigv4-1.10.1-1.noarch
rubygem-zstd-ruby-1.5.6.6-1.x86_64
rubygem-yajl-ruby-1.4.3-1.x86_64
rubygem-strptime-0.2.5-1.x86_64
rubygem-multipart-post-2.4.1-1.noarch
rubygem-msgpack-1.7.5-1.x86_64
rubygem-logger-1.6.1-1.noarch
rubygem-jmespath-1.6.2-1.noarch
rubygem-http_parser.rb-0.6.0-1.x86_64
rubygem-ffi-1.17.0-1.noarch
rubygem-cool.io-1.9.0-1.x86_64
rubygem-concurrent-ruby-1.3.4-1.noarch
rubygem-tzinfo-2.0.6-1.noarch
rubygem-tzinfo-data-1.2024.2-1.noarch
rubygem-base64-0.2.0-1.noarch
rubygem-serverengine-2.4.0-1.noarch
rubygem-fluentd-1.11.2.amzn.0-1.noarch
rubygem-aws-partitions-1.1011.0-1.noarch
rubygem-aws-sdk-core-3.213.0-1.noarch
rubygem-aws-sdk-cloudwatchlogs-1.102.0-1.noarch
rubygem-aws-sdk-kms-1.96.0-1.noarch
rubygem-aws-sdk-s3-1.172.0-1.noarch
rubygem-aws-sdk-sqs-1.89.0-1.noarch
rubygem-fluent-plugin-s3-1.4.0.amzn.0-1.noarch
rubygem-fluent-plugin-cloudwatch-logs-0.10.2.amzn.0-1.noarch
cpio-2.13-13.amzn2023.0.3.x86_64
python3-systemd-235-51.amzn2023.0.2.x86_64
python3-dbus-1.2.18-1.amzn2023.0.2.x86_64
python3-dnf-plugins-core-4.3.0-13.amzn2023.0.4.noarch
dnf-plugins-core-4.3.0-13.amzn2023.0.4.noarch
java-17-amazon-corretto-headless-17.0.13+11-1.amzn2023.1.x86_64
最後に
AWS Glue 5.0のG1X のDPUのスペックやパッケージの情報を詳細に取得することで、AWS Glue 5.0の環境をより深く理解し、効率的なETLジョブの開発や実行が可能になります。特に、利用可能なメモリ量やディスクの空き容量を知ることで、ジョブのリソース管理が容易になります。また、インストール済みのパッケージ情報は、追加のライブラリが必要かどうかを判断する際に役立ちます。
この詳細な情報は、AWS Glue 5.0を使用する開発者やデータエンジニアにとって、環境の制約や可能性を理解し、最適なETLプロセスを設計する上で非常に有用です。今後のAWS Glueの更新や改善に伴い、これらの情報を定期的に確認することで、常に最新かつ最適な状態でETLジョブを運用することができるでしょう。
![[レポート]Apache Iceberg を使用してリアルタイムの洞察のためのオープンテーブルデータレイクを構築する #AWSreInvent](https://images.ctfassets.net/ct0aopd36mqt/3IQLlbdUkRvu7Q2LupRW2o/edff8982184ea7cc2d5efa2ddd2915f5/reinvent-2024-sessionreport-jp.jpg)
