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Added example for Dask #8

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Added example for Dask #8

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@Harithanagothu2 Harithanagothu2 commented Sep 4, 2025

Created the example for dask.

@miyamotoh
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miyamotoh commented Sep 8, 2025

Tried it in a UBI9 container on a P10 VM, and it appears to have finished fine, but noticed it built and installed numpy==2.3.2 (as specified in requirements.txt);

[root@eb8996a5f17b dask_example]# sh run_dask.sh
Updating Subscription Management repositories.
subscription-manager is operating in container mode.
Red Hat Enterprise Linux 9 for Power, little endian - AppStream (RPMs)                                                                    86 MB/s |  59 MB     00:00
Red Hat Enterprise Linux 9 for Power, little endian - BaseOS (RPMs)                                                                       48 MB/s |  46 MB     00:00
Red Hat Universal Base Image 9 (RPMs) - BaseOS                                                                                           1.6 MB/s | 491 kB     00:00
Red Hat Universal Base Image 9 (RPMs) - AppStream                                                                                        7.3 MB/s | 2.0 MB     00:00
Red Hat Universal Base Image 9 (RPMs) - CodeReady Builder                                                                                617 kB/s | 173 kB     00:00
Dependencies resolved. =========================================================================================================================================================================
 Package                                           Architecture            Version                               Repository                                         Size
=========================================================================================================================================================================
Installing:
 cmake                                             ppc64le                 3.26.5-2.el9                          rhel-9-for-ppc64le-appstream-rpms                 9.8 M
 gcc-toolset-13                                    ppc64le                 13.0-2.el9                            rhel-9-for-ppc64le-appstream-rpms                  12 k
 libjpeg-turbo-devel                               ppc64le                 2.0.90-7.el9                          rhel-9-for-ppc64le-appstream-rpms                 102 k
 python3.12                                        ppc64le                 3.12.9-1.el9_6.2                      rhel-9-for-ppc64le-appstream-rpms                  27 k
 python3.12-devel                                  ppc64le                 3.12.9-1.el9_6.2                      rhel-9-for-ppc64le-appstream-rpms                 325 k
 python3.12-pip                                    noarch                  23.2.1-4.el9                          rhel-9-for-ppc64le-appstream-rpms                 3.2 M
Installing dependencies:
 boost-regex                                       ppc64le                 1.75.0-10.el9                         rhel-9-for-ppc64le-appstream-rpms                 290 k
 checkpolicy                                       ppc64le                 3.6-1.el9                             rhel-9-for-ppc64le-appstream-rpms                 384 k
 cmake-data                                        noarch                  3.26.5-2.el9                          rhel-9-for-ppc64le-appstream-rpms                 2.4 M
 cmake-filesystem                                  ppc64le                 3.26.5-2.el9                          rhel-9-for-ppc64le-appstream-rpms                  23 k
 cmake-rpm-macros                                  noarch                  3.26.5-2.el9                          rhel-9-for-ppc64le-appstream-rpms                  12 k
 diffutils                                         ppc64le                 3.7-12.el9                            rhel-9-for-ppc64le-baseos-rpms                    417 k
 elfutils-debuginfod-client                        ppc64le                 0.191-4.el9                           rhel-9-for-ppc64le-baseos-rpms                     41 k
 emacs-filesystem                                  noarch                  1:27.2-14.el9_6.2                     rhel-9-for-ppc64le-appstream-rpms                 8.9 k
 environment-modules                               ppc64le                 5.3.0-1.el9                           rhel-9-for-ppc64le-baseos-rpms                    592 k
 gcc-toolset-13-annobin-docs                       noarch                  12.92-1.el9                           rhel-9-for-ppc64le-appstream-rpms                  88 k
 gcc-toolset-13-annobin-plugin-gcc                 ppc64le                 12.92-1.el9                           rhel-9-for-ppc64le-appstream-rpms                 982 k
 gcc-toolset-13-binutils                           ppc64le                 2.40-21.el9                           rhel-9-for-ppc64le-appstream-rpms                 6.5 M
 gcc-toolset-13-binutils-gold                      ppc64le                 2.40-21.el9                           rhel-9-for-ppc64le-appstream-rpms                 1.1 M
 gcc-toolset-13-dwz                                ppc64le                 0.14-0.el9                            rhel-9-for-ppc64le-appstream-rpms                 137 k
 gcc-toolset-13-gcc                                ppc64le                 13.3.1-2.3.el9                        rhel-9-for-ppc64le-appstream-rpms                  38 M
 gcc-toolset-13-gcc-c++                            ppc64le                 13.3.1-2.3.el9                        rhel-9-for-ppc64le-appstream-rpms                  12 M
 gcc-toolset-13-gcc-gfortran                       ppc64le                 13.3.1-2.3.el9                        rhel-9-for-ppc64le-appstream-rpms                  12 M
 gcc-toolset-13-gdb                                ppc64le                 12.1-5.el9                            rhel-9-for-ppc64le-appstream-rpms                 4.2 M
 gcc-toolset-13-libquadmath-devel                  ppc64le                 13.3.1-2.3.el9                        rhel-9-for-ppc64le-appstream-rpms                 189 k
 gcc-toolset-13-libstdc++-devel                    ppc64le                 13.3.1-2.3.el9                        rhel-9-for-ppc64le-appstream-rpms                 3.7 M
 gcc-toolset-13-runtime                            ppc64le                 13.0-2.el9                            rhel-9-for-ppc64le-appstream-rpms                  62 k
 glibc-devel                                       ppc64le                 2.34-125.el9_5.3                      rhel-9-for-ppc64le-appstream-rpms                 560 k
 groff-base                                        ppc64le                 1.22.4-10.el9                         rhel-9-for-ppc64le-baseos-rpms                    1.1 M
 jansson                                           ppc64le                 2.14-1.el9                            rhel-9-for-ppc64le-baseos-rpms                     53 k
 kernel-headers                                    ppc64le                 5.14.0-570.41.1.el9_6                 rhel-9-for-ppc64le-appstream-rpms                 3.5 M
 less                                              ppc64le                 590-5.el9                             rhel-9-for-ppc64le-baseos-rpms                    178 k
 libbabeltrace                                     ppc64le                 1.5.8-10.el9                          rhel-9-for-ppc64le-appstream-rpms                 213 k
 libgfortran                                       ppc64le                 11.5.0-5.el9_5                        rhel-9-for-ppc64le-baseos-rpms                    510 k
 libicu                                            ppc64le                 67.1-10.el9_6                         rhel-9-for-ppc64le-baseos-rpms                    9.7 M
 libjpeg-turbo                                     ppc64le                 2.0.90-7.el9                          rhel-9-for-ppc64le-appstream-rpms                 186 k
 libmpc                                            ppc64le                 1.2.1-4.el9                           rhel-9-for-ppc64le-appstream-rpms                  70 k
 libnsl2                                           ppc64le                 2.0.0-1.el9                           rhel-9-for-ppc64le-appstream-rpms                  34 k
 libpipeline                                       ppc64le                 1.5.3-4.el9                           rhel-9-for-ppc64le-baseos-rpms                     54 k
 libpkgconf                                        ppc64le                 1.7.3-10.el9                          rhel-9-for-ppc64le-baseos-rpms                     42 k
 libquadmath                                       ppc64le                 11.5.0-5.el9_5                        rhel-9-for-ppc64le-baseos-rpms                    193 k
 libselinux-utils                                  ppc64le                 3.6-1.el9                             rhel-9-for-ppc64le-baseos-rpms                    199 k
 libtirpc                                          ppc64le                 1.3.3-9.el9                           rhel-9-for-ppc64le-baseos-rpms                    110 k
 libuv                                             ppc64le                 1:1.42.0-2.el9_4                      rhel-9-for-ppc64le-appstream-rpms                 160 k
 libxcrypt-devel                                   ppc64le                 4.4.18-3.el9                          rhel-9-for-ppc64le-appstream-rpms                  32 k
 make                                              ppc64le                 1:4.3-8.el9                           rhel-9-for-ppc64le-baseos-rpms                    554 k
 man-db                                            ppc64le                 2.9.3-7.el9                           rhel-9-for-ppc64le-baseos-rpms                    1.2 M
 mpdecimal                                         ppc64le                 2.5.1-3.el9                           rhel-9-for-ppc64le-appstream-rpms                 104 k
 pkgconf                                           ppc64le                 1.7.3-10.el9                          rhel-9-for-ppc64le-baseos-rpms                     45 k
 pkgconf-m4                                        noarch                  1.7.3-10.el9                          rhel-9-for-ppc64le-baseos-rpms                     16 k
 pkgconf-pkg-config                                ppc64le                 1.7.3-10.el9                          rhel-9-for-ppc64le-baseos-rpms                     12 k
 policycoreutils                                   ppc64le                 3.6-2.1.el9                           rhel-9-for-ppc64le-baseos-rpms                    247 k
 policycoreutils-python-utils                      noarch                  3.6-2.1.el9                           rhel-9-for-ppc64le-appstream-rpms                  81 k
 procps-ng                                         ppc64le                 3.3.17-14.el9                         rhel-9-for-ppc64le-baseos-rpms                    370 k
 python3-audit                                     ppc64le                 3.1.5-1.el9                           rhel-9-for-ppc64le-appstream-rpms                  90 k
 python3-distro                                    noarch                  1.5.0-7.el9                           rhel-9-for-ppc64le-appstream-rpms                  40 k
 python3-libselinux                                ppc64le                 3.6-1.el9                             rhel-9-for-ppc64le-appstream-rpms                 209 k
 python3-libsemanage                               ppc64le                 3.6-2.1.el9_5                         rhel-9-for-ppc64le-appstream-rpms                  84 k
 python3-policycoreutils                           noarch                  3.6-2.1.el9                           rhel-9-for-ppc64le-appstream-rpms                 2.1 M
 python3-setools                                   ppc64le                 4.4.4-1.el9                           rhel-9-for-ppc64le-baseos-rpms                    616 k
 python3.12-libs                                   ppc64le                 3.12.9-1.el9_6.2                      rhel-9-for-ppc64le-appstream-rpms                 9.6 M
 python3.12-pip-wheel                              noarch                  23.2.1-4.el9                          rhel-9-for-ppc64le-appstream-rpms                 1.5 M
 scl-utils                                         ppc64le                 1:2.0.3-4.el9                         rhel-9-for-ppc64le-appstream-rpms                  44 k
 source-highlight                                  ppc64le                 3.1.9-12.el9                          rhel-9-for-ppc64le-appstream-rpms                 695 k
 tcl                                               ppc64le                 1:8.6.10-7.el9                        rhel-9-for-ppc64le-baseos-rpms                    1.2 M
 vim-filesystem                                    noarch                  2:8.2.2637-22.el9_6                   rhel-9-for-ppc64le-baseos-rpms                     17 k
Installing weak dependencies:
 python3.12-setuptools                             noarch                  68.2.2-5.el9_6                        rhel-9-for-ppc64le-appstream-rpms                 1.6 M

Transaction Summary
=========================================================================================================================================================================
Install  67 Packages

Total download size: 133 M
Installed size: 445 M
Downloading Packages:
(1/67): python3-distro-1.5.0-7.el9.noarch.rpm                                                                                            363 kB/s |  40 kB     00:00
(2/67): libmpc-1.2.1-4.el9.ppc64le.rpm                                                                                                   586 kB/s |  70 kB     00:00
(3/67): libxcrypt-devel-4.4.18-3.el9.ppc64le.rpm                                                                                         212 kB/s |  32 kB     00:00
(4/67): libnsl2-2.0.0-1.el9.ppc64le.rpm                                                                                                  681 kB/s |  34 kB     00:00
(5/67): libbabeltrace-1.5.8-10.el9.ppc64le.rpm                                                                                           2.0 MB/s | 213 kB     00:00
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(8/67): gcc-toolset-13-13.0-2.el9.ppc64le.rpm                                                                                             76 kB/s |  12 kB     00:00
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(10/67): checkpolicy-3.6-1.el9.ppc64le.rpm                                                                                               4.3 MB/s | 384 kB     00:00
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(12/67): cmake-rpm-macros-3.26.5-2.el9.noarch.rpm                                                                                        397 kB/s |  12 kB     00:00
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(18/67): python3-libselinux-3.6-1.el9.ppc64le.rpm                                                                                        7.5 MB/s | 209 kB     00:00
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(25/67): libuv-1.42.0-2.el9_4.ppc64le.rpm                                                                                                4.0 MB/s | 160 kB     00:00
(26/67): gcc-toolset-13-binutils-2.40-21.el9.ppc64le.rpm                                                                                  43 MB/s | 6.5 MB     00:00
(27/67): source-highlight-3.1.9-12.el9.ppc64le.rpm                                                                                        12 MB/s | 695 kB     00:00
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(32/67): glibc-devel-2.34-125.el9_5.3.ppc64le.rpm                                                                                        6.0 MB/s | 560 kB     00:00
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(35/67): boost-regex-1.75.0-10.el9.ppc64le.rpm                                                                                           6.1 MB/s | 290 kB     00:00
(36/67): gcc-toolset-13-libquadmath-devel-13.3.1-2.3.el9.ppc64le.rpm                                                                     3.1 MB/s | 189 kB     00:00
(37/67): gcc-toolset-13-gcc-c++-13.3.1-2.3.el9.ppc64le.rpm                                                                                81 MB/s |  12 MB     00:00
(38/67): emacs-filesystem-27.2-14.el9_6.2.noarch.rpm                                                                                     101 kB/s | 8.9 kB     00:00
(39/67): python3.12-3.12.9-1.el9_6.2.ppc64le.rpm                                                                                         461 kB/s |  27 kB     00:00
(40/67): python3.12-devel-3.12.9-1.el9_6.2.ppc64le.rpm                                                                                   8.5 MB/s | 325 kB     00:00
(41/67): python3.12-setuptools-68.2.2-5.el9_6.noarch.rpm                                                                                  15 MB/s | 1.6 MB     00:00
(42/67): kernel-headers-5.14.0-570.41.1.el9_6.ppc64le.rpm                                                                                 50 MB/s | 3.5 MB     00:00
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Total                                                                                                                                     56 MB/s | 133 MB     00:02
Running transaction check
Transaction check succeeded.
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Running transaction
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  Installing       : cmake-filesystem-3.26.5-2.el9.ppc64le                                                                                                          1/67
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  Installing       : python3-libselinux-3.6-1.el9.ppc64le                                                                                                          10/67
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  Installing       : python3-libsemanage-3.6-2.1.el9_5.ppc64le                                                                                                     12/67
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  Installing       : source-highlight-3.1.9-12.el9.ppc64le                                                                                                         17/67
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  Installing       : pkgconf-m4-1.7.3-10.el9.noarch                                                                                                                21/67
  Installing       : libpkgconf-1.7.3-10.el9.ppc64le                                                                                                               22/67
  Installing       : pkgconf-1.7.3-10.el9.ppc64le                                                                                                                  23/67
  Installing       : pkgconf-pkg-config-1.7.3-10.el9.ppc64le                                                                                                       24/67
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  Running scriptlet: groff-base-1.22.4-10.el9.ppc64le                                                                                                              27/67
  Installing       : groff-base-1.22.4-10.el9.ppc64le                                                                                                              27/67
  Running scriptlet: groff-base-1.22.4-10.el9.ppc64le                                                                                                              27/67
  Running scriptlet: man-db-2.9.3-7.el9.ppc64le                                                                                                                    28/67
  Installing       : man-db-2.9.3-7.el9.ppc64le                                                                                                                    28/67
  Running scriptlet: man-db-2.9.3-7.el9.ppc64le                                                                                                                    28/67
  Installing       : environment-modules-5.3.0-1.el9.ppc64le                                                                                                       29/67
  Running scriptlet: environment-modules-5.3.0-1.el9.ppc64le                                                                                                       29/67
  Installing       : scl-utils-1:2.0.3-4.el9.ppc64le                                                                                                               30/67
  Installing       : diffutils-3.7-12.el9.ppc64le                                                                                                                  31/67
  Installing       : policycoreutils-3.6-2.1.el9.ppc64le                                                                                                           32/67
  Running scriptlet: policycoreutils-3.6-2.1.el9.ppc64le                                                                                                           32/67
Created symlink /etc/systemd/system/sysinit.target.wants/selinux-autorelabel-mark.service → /usr/lib/systemd/system/selinux-autorelabel-mark.service.

  Installing       : kernel-headers-5.14.0-570.41.1.el9_6.ppc64le                                                                                                  33/67
  Installing       : glibc-devel-2.34-125.el9_5.3.ppc64le                                                                                                          34/67
  Installing       : libxcrypt-devel-4.4.18-3.el9.ppc64le                                                                                                          35/67
  Installing       : emacs-filesystem-1:27.2-14.el9_6.2.noarch                                                                                                     36/67
  Installing       : python3-audit-3.1.5-1.el9.ppc64le                                                                                                             37/67
  Installing       : libuv-1:1.42.0-2.el9_4.ppc64le                                                                                                                38/67
  Installing       : cmake-data-3.26.5-2.el9.noarch                                                                                                                39/67
  Installing       : cmake-3.26.5-2.el9.ppc64le                                                                                                                    40/67
  Installing       : python3.12-pip-wheel-23.2.1-4.el9.noarch                                                                                                      41/67
  Installing       : libjpeg-turbo-2.0.90-7.el9.ppc64le                                                                                                            42/67
  Installing       : checkpolicy-3.6-1.el9.ppc64le                                                                                                                 43/67
  Installing       : mpdecimal-2.5.1-3.el9.ppc64le                                                                                                                 44/67
  Installing       : python3.12-3.12.9-1.el9_6.2.ppc64le                                                                                                           45/67
  Installing       : python3.12-libs-3.12.9-1.el9_6.2.ppc64le                                                                                                      46/67
  Installing       : python3.12-setuptools-68.2.2-5.el9_6.noarch                                                                                                   47/67
  Installing       : libbabeltrace-1.5.8-10.el9.ppc64le                                                                                                            48/67
  Installing       : python3-distro-1.5.0-7.el9.noarch                                                                                                             49/67
  Installing       : python3-policycoreutils-3.6-2.1.el9.noarch                                                                                                    50/67
  Installing       : policycoreutils-python-utils-3.6-2.1.el9.noarch                                                                                               51/67
  Installing       : gcc-toolset-13-runtime-13.0-2.el9.ppc64le                                                                                                     52/67
  Running scriptlet: gcc-toolset-13-runtime-13.0-2.el9.ppc64le                                                                                                     52/67
  Installing       : gcc-toolset-13-dwz-0.14-0.el9.ppc64le                                                                                                         53/67
  Installing       : gcc-toolset-13-binutils-gold-2.40-21.el9.ppc64le                                                                                              54/67
  Running scriptlet: gcc-toolset-13-binutils-gold-2.40-21.el9.ppc64le                                                                                              54/67
  Installing       : gcc-toolset-13-binutils-2.40-21.el9.ppc64le                                                                                                   55/67
  Running scriptlet: gcc-toolset-13-binutils-2.40-21.el9.ppc64le                                                                                                   55/67
  Installing       : gcc-toolset-13-gcc-13.3.1-2.3.el9.ppc64le                                                                                                     56/67
  Installing       : gcc-toolset-13-libquadmath-devel-13.3.1-2.3.el9.ppc64le                                                                                       57/67
  Installing       : gcc-toolset-13-gcc-gfortran-13.3.1-2.3.el9.ppc64le                                                                                            58/67
  Running scriptlet: gcc-toolset-13-gcc-gfortran-13.3.1-2.3.el9.ppc64le                                                                                            58/67
/var/tmp/rpm-tmp.fQFINV: line 3: /sbin/install-info: No such file or directory

  Installing       : gcc-toolset-13-gdb-12.1-5.el9.ppc64le                                                                                                         59/67
  Installing       : gcc-toolset-13-libstdc++-devel-13.3.1-2.3.el9.ppc64le                                                                                         60/67
  Installing       : gcc-toolset-13-gcc-c++-13.3.1-2.3.el9.ppc64le                                                                                                 61/67
  Installing       : gcc-toolset-13-annobin-docs-12.92-1.el9.noarch                                                                                                62/67
  Installing       : gcc-toolset-13-annobin-plugin-gcc-12.92-1.el9.ppc64le                                                                                         63/67
  Running scriptlet: gcc-toolset-13-annobin-plugin-gcc-12.92-1.el9.ppc64le                                                                                         63/67
  Installing       : gcc-toolset-13-13.0-2.el9.ppc64le                                                                                                             64/67
  Installing       : python3.12-pip-23.2.1-4.el9.noarch                                                                                                            65/67
  Installing       : python3.12-devel-3.12.9-1.el9_6.2.ppc64le                                                                                                     66/67
  Installing       : libjpeg-turbo-devel-2.0.90-7.el9.ppc64le                                                                                                      67/67
  Running scriptlet: libjpeg-turbo-devel-2.0.90-7.el9.ppc64le                                                                                                      67/67
  Verifying        : python3-distro-1.5.0-7.el9.noarch                                                                                                              1/67
  Verifying        : libmpc-1.2.1-4.el9.ppc64le                                                                                                                     2/67
  Verifying        : libxcrypt-devel-4.4.18-3.el9.ppc64le                                                                                                           3/67
  Verifying        : libnsl2-2.0.0-1.el9.ppc64le                                                                                                                    4/67
  Verifying        : libbabeltrace-1.5.8-10.el9.ppc64le                                                                                                             5/67
  Verifying        : mpdecimal-2.5.1-3.el9.ppc64le                                                                                                                  6/67
  Verifying        : scl-utils-1:2.0.3-4.el9.ppc64le                                                                                                                7/67
  Verifying        : gcc-toolset-13-13.0-2.el9.ppc64le                                                                                                              8/67
  Verifying        : gcc-toolset-13-dwz-0.14-0.el9.ppc64le                                                                                                          9/67
  Verifying        : gcc-toolset-13-runtime-13.0-2.el9.ppc64le                                                                                                     10/67
  Verifying        : checkpolicy-3.6-1.el9.ppc64le                                                                                                                 11/67
  Verifying        : cmake-3.26.5-2.el9.ppc64le                                                                                                                    12/67
  Verifying        : cmake-data-3.26.5-2.el9.noarch                                                                                                                13/67
  Verifying        : cmake-rpm-macros-3.26.5-2.el9.noarch                                                                                                          14/67
  Verifying        : gcc-toolset-13-binutils-gold-2.40-21.el9.ppc64le                                                                                              15/67
  Verifying        : gcc-toolset-13-gdb-12.1-5.el9.ppc64le                                                                                                         16/67
  Verifying        : libjpeg-turbo-2.0.90-7.el9.ppc64le                                                                                                            17/67
  Verifying        : libjpeg-turbo-devel-2.0.90-7.el9.ppc64le                                                                                                      18/67
  Verifying        : python3-libselinux-3.6-1.el9.ppc64le                                                                                                          19/67
  Verifying        : python3-policycoreutils-3.6-2.1.el9.noarch                                                                                                    20/67
  Verifying        : python3.12-pip-23.2.1-4.el9.noarch                                                                                                            21/67
  Verifying        : python3.12-pip-wheel-23.2.1-4.el9.noarch                                                                                                      22/67
  Verifying        : cmake-filesystem-3.26.5-2.el9.ppc64le                                                                                                         23/67
  Verifying        : gcc-toolset-13-binutils-2.40-21.el9.ppc64le                                                                                                   24/67
  Verifying        : policycoreutils-python-utils-3.6-2.1.el9.noarch                                                                                               25/67
  Verifying        : libuv-1:1.42.0-2.el9_4.ppc64le                                                                                                                26/67
  Verifying        : python3-audit-3.1.5-1.el9.ppc64le                                                                                                             27/67
  Verifying        : source-highlight-3.1.9-12.el9.ppc64le                                                                                                         28/67
  Verifying        : python3-libsemanage-3.6-2.1.el9_5.ppc64le                                                                                                     29/67
  Verifying        : gcc-toolset-13-annobin-plugin-gcc-12.92-1.el9.ppc64le                                                                                         30/67
  Verifying        : gcc-toolset-13-gcc-gfortran-13.3.1-2.3.el9.ppc64le                                                                                            31/67
  Verifying        : gcc-toolset-13-libstdc++-devel-13.3.1-2.3.el9.ppc64le                                                                                         32/67
  Verifying        : glibc-devel-2.34-125.el9_5.3.ppc64le                                                                                                          33/67
  Verifying        : boost-regex-1.75.0-10.el9.ppc64le                                                                                                             34/67
  Verifying        : gcc-toolset-13-annobin-docs-12.92-1.el9.noarch                                                                                                35/67
  Verifying        : gcc-toolset-13-gcc-13.3.1-2.3.el9.ppc64le                                                                                                     36/67
  Verifying        : gcc-toolset-13-gcc-c++-13.3.1-2.3.el9.ppc64le                                                                                                 37/67
  Verifying        : gcc-toolset-13-libquadmath-devel-13.3.1-2.3.el9.ppc64le                                                                                       38/67
  Verifying        : emacs-filesystem-1:27.2-14.el9_6.2.noarch                                                                                                     39/67
  Verifying        : python3.12-setuptools-68.2.2-5.el9_6.noarch                                                                                                   40/67
  Verifying        : python3.12-3.12.9-1.el9_6.2.ppc64le                                                                                                           41/67
  Verifying        : python3.12-devel-3.12.9-1.el9_6.2.ppc64le                                                                                                     42/67
  Verifying        : python3.12-libs-3.12.9-1.el9_6.2.ppc64le                                                                                                      43/67
  Verifying        : kernel-headers-5.14.0-570.41.1.el9_6.ppc64le                                                                                                  44/67
  Verifying        : diffutils-3.7-12.el9.ppc64le                                                                                                                  45/67
  Verifying        : groff-base-1.22.4-10.el9.ppc64le                                                                                                              46/67
  Verifying        : jansson-2.14-1.el9.ppc64le                                                                                                                    47/67
  Verifying        : libpipeline-1.5.3-4.el9.ppc64le                                                                                                               48/67
  Verifying        : tcl-1:8.6.10-7.el9.ppc64le                                                                                                                    49/67
  Verifying        : libpkgconf-1.7.3-10.el9.ppc64le                                                                                                               50/67
  Verifying        : man-db-2.9.3-7.el9.ppc64le                                                                                                                    51/67
  Verifying        : pkgconf-1.7.3-10.el9.ppc64le                                                                                                                  52/67
  Verifying        : pkgconf-m4-1.7.3-10.el9.noarch                                                                                                                53/67
  Verifying        : pkgconf-pkg-config-1.7.3-10.el9.ppc64le                                                                                                       54/67
  Verifying        : environment-modules-5.3.0-1.el9.ppc64le                                                                                                       55/67
  Verifying        : libselinux-utils-3.6-1.el9.ppc64le                                                                                                            56/67
  Verifying        : make-1:4.3-8.el9.ppc64le                                                                                                                      57/67
  Verifying        : policycoreutils-3.6-2.1.el9.ppc64le                                                                                                           58/67
  Verifying        : procps-ng-3.3.17-14.el9.ppc64le                                                                                                               59/67
  Verifying        : python3-setools-4.4.4-1.el9.ppc64le                                                                                                           60/67
  Verifying        : elfutils-debuginfod-client-0.191-4.el9.ppc64le                                                                                                61/67
  Verifying        : less-590-5.el9.ppc64le                                                                                                                        62/67
  Verifying        : libtirpc-1.3.3-9.el9.ppc64le                                                                                                                  63/67
  Verifying        : libgfortran-11.5.0-5.el9_5.ppc64le                                                                                                            64/67
  Verifying        : libquadmath-11.5.0-5.el9_5.ppc64le                                                                                                            65/67
  Verifying        : vim-filesystem-2:8.2.2637-22.el9_6.noarch                                                                                                     66/67
  Verifying        : libicu-67.1-10.el9_6.ppc64le                                                                                                                  67/67
Installed products updated.

Installed:
  boost-regex-1.75.0-10.el9.ppc64le                        checkpolicy-3.6-1.el9.ppc64le                      cmake-3.26.5-2.el9.ppc64le
  cmake-data-3.26.5-2.el9.noarch                           cmake-filesystem-3.26.5-2.el9.ppc64le              cmake-rpm-macros-3.26.5-2.el9.noarch
  diffutils-3.7-12.el9.ppc64le                             elfutils-debuginfod-client-0.191-4.el9.ppc64le     emacs-filesystem-1:27.2-14.el9_6.2.noarch
  environment-modules-5.3.0-1.el9.ppc64le                  gcc-toolset-13-13.0-2.el9.ppc64le                  gcc-toolset-13-annobin-docs-12.92-1.el9.noarch
  gcc-toolset-13-annobin-plugin-gcc-12.92-1.el9.ppc64le    gcc-toolset-13-binutils-2.40-21.el9.ppc64le        gcc-toolset-13-binutils-gold-2.40-21.el9.ppc64le
  gcc-toolset-13-dwz-0.14-0.el9.ppc64le                    gcc-toolset-13-gcc-13.3.1-2.3.el9.ppc64le          gcc-toolset-13-gcc-c++-13.3.1-2.3.el9.ppc64le
  gcc-toolset-13-gcc-gfortran-13.3.1-2.3.el9.ppc64le       gcc-toolset-13-gdb-12.1-5.el9.ppc64le              gcc-toolset-13-libquadmath-devel-13.3.1-2.3.el9.ppc64le
  gcc-toolset-13-libstdc++-devel-13.3.1-2.3.el9.ppc64le    gcc-toolset-13-runtime-13.0-2.el9.ppc64le          glibc-devel-2.34-125.el9_5.3.ppc64le
  groff-base-1.22.4-10.el9.ppc64le                         jansson-2.14-1.el9.ppc64le                         kernel-headers-5.14.0-570.41.1.el9_6.ppc64le
  less-590-5.el9.ppc64le                                   libbabeltrace-1.5.8-10.el9.ppc64le                 libgfortran-11.5.0-5.el9_5.ppc64le
  libicu-67.1-10.el9_6.ppc64le                             libjpeg-turbo-2.0.90-7.el9.ppc64le                 libjpeg-turbo-devel-2.0.90-7.el9.ppc64le
  libmpc-1.2.1-4.el9.ppc64le                               libnsl2-2.0.0-1.el9.ppc64le                        libpipeline-1.5.3-4.el9.ppc64le
  libpkgconf-1.7.3-10.el9.ppc64le                          libquadmath-11.5.0-5.el9_5.ppc64le                 libselinux-utils-3.6-1.el9.ppc64le
  libtirpc-1.3.3-9.el9.ppc64le                             libuv-1:1.42.0-2.el9_4.ppc64le                     libxcrypt-devel-4.4.18-3.el9.ppc64le
  make-1:4.3-8.el9.ppc64le                                 man-db-2.9.3-7.el9.ppc64le                         mpdecimal-2.5.1-3.el9.ppc64le
  pkgconf-1.7.3-10.el9.ppc64le                             pkgconf-m4-1.7.3-10.el9.noarch                     pkgconf-pkg-config-1.7.3-10.el9.ppc64le
  policycoreutils-3.6-2.1.el9.ppc64le                      policycoreutils-python-utils-3.6-2.1.el9.noarch    procps-ng-3.3.17-14.el9.ppc64le
  python3-audit-3.1.5-1.el9.ppc64le                        python3-distro-1.5.0-7.el9.noarch                  python3-libselinux-3.6-1.el9.ppc64le
  python3-libsemanage-3.6-2.1.el9_5.ppc64le                python3-policycoreutils-3.6-2.1.el9.noarch         python3-setools-4.4.4-1.el9.ppc64le
  python3.12-3.12.9-1.el9_6.2.ppc64le                      python3.12-devel-3.12.9-1.el9_6.2.ppc64le          python3.12-libs-3.12.9-1.el9_6.2.ppc64le
  python3.12-pip-23.2.1-4.el9.noarch                       python3.12-pip-wheel-23.2.1-4.el9.noarch           python3.12-setuptools-68.2.2-5.el9_6.noarch
  scl-utils-1:2.0.3-4.el9.ppc64le                          source-highlight-3.1.9-12.el9.ppc64le              tcl-1:8.6.10-7.el9.ppc64le
  vim-filesystem-2:8.2.2637-22.el9_6.noarch

Complete!
Looking in indexes: https://pypi.org/simple, https://wheels.developerfirst.ibm.com/ppc64le/linux
Collecting absl-py==2.3.1 (from -r requirements.txt (line 1))
  Obtaining dependency information for absl-py==2.3.1 from https://files.pythonhosted.org/packages/8f/aa/ba0014cc4659328dc818a28827be78e6d97312ab0cb98105a770924dc11e/absl_py-2.3.1-py3-none-any.whl.metadata
  Downloading absl_py-2.3.1-py3-none-any.whl.metadata (3.3 kB)
Collecting attrs==25.3.0 (from -r requirements.txt (line 2))
  Obtaining dependency information for attrs==25.3.0 from https://files.pythonhosted.org/packages/77/06/bb80f5f86020c4551da315d78b3ab75e8228f89f0162f2c3a819e407941a/attrs-25.3.0-py3-none-any.whl.metadata
  Downloading attrs-25.3.0-py3-none-any.whl.metadata (10 kB)
Collecting click==8.2.1 (from -r requirements.txt (line 3))
  Obtaining dependency information for click==8.2.1 from https://files.pythonhosted.org/packages/85/32/10bb5764d90a8eee674e9dc6f4db6a0ab47c8c4d0d83c27f7c39ac415a4d/click-8.2.1-py3-none-any.whl.metadata
  Downloading click-8.2.1-py3-none-any.whl.metadata (2.5 kB)
Collecting cloudpickle==3.1.1 (from -r requirements.txt (line 4))
  Downloading https://wheels.developerfirst.ibm.com/ppc64le/linux/%2Bf/dcb/fc87d732fa0d8/cloudpickle-3.1.1-py3-none-any.whl (22 kB)
Collecting dask==2024.5.0 (from -r requirements.txt (line 5))
  Downloading https://wheels.developerfirst.ibm.com/ppc64le/linux/%2Bf/e8b/4afbe12a235aa/dask-2024.5.0-py3-none-any.whl (1.3 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.3/1.3 MB 14.7 MB/s eta 0:00:00
Collecting dm-tree==0.1.9 (from -r requirements.txt (line 6))
  Downloading https://wheels.developerfirst.ibm.com/ppc64le/linux/%2Bf/66f/0510cb46f055b/dm_tree-0.1.9-cp312-cp312-linux_ppc64le.whl (153 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 153.8/153.8 kB 103.2 MB/s eta 0:00:00
Collecting fsspec==2025.9.0 (from -r requirements.txt (line 7))
  Obtaining dependency information for fsspec==2025.9.0 from https://files.pythonhosted.org/packages/47/71/70db47e4f6ce3e5c37a607355f80da8860a33226be640226ac52cb05ef2e/fsspec-2025.9.0-py3-none-any.whl.metadata
  Downloading fsspec-2025.9.0-py3-none-any.whl.metadata (10 kB)
Collecting locket==1.0.0 (from -r requirements.txt (line 8))
  Obtaining dependency information for locket==1.0.0 from https://files.pythonhosted.org/packages/db/bc/83e112abc66cd466c6b83f99118035867cecd41802f8d044638aa78a106e/locket-1.0.0-py2.py3-none-any.whl.metadata
  Downloading locket-1.0.0-py2.py3-none-any.whl.metadata (2.8 kB)
Collecting numpy==2.3.2 (from -r requirements.txt (line 9))
  Downloading numpy-2.3.2.tar.gz (20.5 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 20.5/20.5 MB 191.5 MB/s eta 0:00:00
  Installing build dependencies ... done
  Getting requirements to build wheel ... done
  Installing backend dependencies ... done
  Preparing metadata (pyproject.toml) ... done
Collecting packaging==25.0 (from -r requirements.txt (line 10))
  Obtaining dependency information for packaging==25.0 from https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl.metadata
  Using cached packaging-25.0-py3-none-any.whl.metadata (3.3 kB)
Collecting partd==1.4.2 (from -r requirements.txt (line 11))
  Downloading https://wheels.developerfirst.ibm.com/ppc64le/linux/%2Bf/d3d/bebeac9443b29/partd-1.4.2-py3-none-any.whl (20 kB)
Collecting PyYAML==6.0.2 (from -r requirements.txt (line 12))
  Downloading https://wheels.developerfirst.ibm.com/ppc64le/linux/%2Bf/3ef/8f789e9f8ecaf/pyyaml-6.0.2-cp312-cp312-linux_ppc64le.whl (602 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 602.2/602.2 kB 4.8 MB/s eta 0:00:00
Collecting toolz==1.0.0 (from -r requirements.txt (line 13))
  Obtaining dependency information for toolz==1.0.0 from https://files.pythonhosted.org/packages/03/98/eb27cc78ad3af8e302c9d8ff4977f5026676e130d28dd7578132a457170c/toolz-1.0.0-py3-none-any.whl.metadata
  Downloading toolz-1.0.0-py3-none-any.whl.metadata (5.1 kB)
Collecting wrapt==1.17.3 (from -r requirements.txt (line 14))
  Obtaining dependency information for wrapt==1.17.3 from https://files.pythonhosted.org/packages/1f/f6/a933bd70f98e9cf3e08167fc5cd7aaaca49147e48411c0bd5ae701bb2194/wrapt-1.17.3-py3-none-any.whl.metadata
  Downloading wrapt-1.17.3-py3-none-any.whl.metadata (6.4 kB)
Downloading absl_py-2.3.1-py3-none-any.whl (135 kB)
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Building wheels for collected packages: numpy
  Building wheel for numpy (pyproject.toml) ... done
  Created wheel for numpy: filename=numpy-2.3.2-cp312-cp312-linux_ppc64le.whl size=9105898 sha256=eec5960b435478c6a1ba16314d92b5ad264a1622ff8ceb9c6d7f2b79d4918920
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Installing collected packages: wrapt, toolz, PyYAML, packaging, numpy, locket, fsspec, cloudpickle, click, attrs, absl-py, partd, dm-tree, dask
Successfully installed PyYAML-6.0.2 absl-py-2.3.1 attrs-25.3.0 click-8.2.1 cloudpickle-3.1.1 dask-2024.5.0 dm-tree-0.1.9 fsspec-2025.9.0 locket-1.0.0 numpy-2.3.2 packaging-25.0 partd-1.4.2 toolz-1.0.0 wrapt-1.17.3

[notice] A new release of pip is available: 23.2.1 -> 25.2
[notice] To update, run: pip install --upgrade pip
Requirement already satisfied: pip in ./.venv/lib64/python3.12/site-packages (23.2.1)
Collecting pip
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Running environment test...
[LOG] Calling scale_array with args=(dask.array<array, shape=(4,), dtype=int64, chunksize=(2,), chunktype=numpy.ndarray>, 3), kwargs={}
Original values: [1, 2, 3, 4]
Scaled by 3: [ 3  6  9 12]
Squared (toolz): [np.int64(9), np.int64(36), np.int64(81), np.int64(144)]
Result saved to result.pkl
\n ==== Running sub-test1 ==== \n
attrs + PyYAML OK
dask + numpy + toolz OK
fsspec + cloudpickle OK
[wrapt] add called with (2, 3)
wrapt OK
dm-tree OK
packaging OK
partd + locket OK

✅ All package tests passed!
\n ==== Running sub-test2 ==== \n
attrs + PyYAML nested OK
dask + numpy + toolz matrix OK
fsspec + cloudpickle numpy OK
[wrapt] slow_add took 0.100066s
wrapt timing OK
dm-tree transform OK
packaging sort OK
partd + locket multiple OK

✅ All second-round package tests passed!
[root@eb8996a5f17b dask_example]#

I tried with numpy==2.3.1 which can be found on DevPI in binary form, which should make this example better, but it failed to find libopenblas.so.

miyamotoh
miyamotoh reviewed Sep 8, 2025
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@miyamotoh
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miyamotoh commented Sep 10, 2025 •
edited
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I tried again with the updates, but now I'm getting this (below), doesn't look like a clean pass. Can you take a look?

Running environment test...
[LOG] Calling scale_array with args=(dask.array<array, shape=(4,), dtype=int64, chunksize=(2,), chunktype=numpy.ndarray>, 3), kwargs={}
[wrapt] add called with (2, 3)
wrapt OK
dm-tree OK
packaging OK
Traceback (most recent call last):
  File "/git/pyeco/examples/dask_example/sub-test1.py", line 126, in <module>
    test_partd_locket()
  File "/git/pyeco/examples/dask_example/sub-test1.py", line 111, in test_partd_locket
    assert val1 == b"123"
           ^^^^^^^^^^^^^^
AssertionError
\n ==== Running sub-test2 ==== \n
attrs + PyYAML nested OK
dask + numpy + toolz matrix OK
fsspec + cloudpickle numpy OK
[wrapt] slow_add took 0.100072s
wrapt timing OK
dm-tree transform OK
packaging sort OK
Traceback (most recent call last):
  File "/git/pyeco/examples/dask_example/sub-test2.py", line 131, in <module>
    test_partd_locket_multiple()
  File "/git/pyeco/examples/dask_example/sub-test2.py", line 117, in test_partd_locket_multiple
    assert val == b"12"
           ^^^^^^^^^^^^
AssertionError

@Harithanagothu2
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Harithanagothu2 commented Sep 10, 2025 •
edited
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Hi @miyamotoh ,
I think the script might have been run in the same container as before, so it was trying to override existing data.
In the first run, we create a partd.File("store"), append {"key": b"123"}, and get("key") correctly returns b"123". But since partd.File is append only, running the script again on the same container reuses the old "store/" directory, leading to the issue.

I retried on my side with a fresh container, and it worked fine. still, I’ve made a few changes to avoid this happening in the future. Could you please run it again..

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