[SPARK-51631][PYTHON][INFRA] Refresh docker images for minimum versions

### What changes were proposed in this pull request?

- Refresh docker images for minimum versions
- Add missing path in `build_infra_images_cache`

### Why are the changes needed?
infra-only

### Does this PR introduce _any_ user-facing change?
no

### How was this patch tested?
ci

### Was this patch authored or co-authored using generative AI tooling?
no

Closes #50429 from zhengruifeng/infra_refresh_minimum_images.

Authored-by: Ruifeng Zheng <[email protected]>
Signed-off-by: Ruifeng Zheng <[email protected]>

Author: zhengruifeng

.github/workflows/build_infra_images_cache.yml

@@ -30,6 +30,8 @@ on:
     - 'dev/spark-test-image/docs/Dockerfile'
     - 'dev/spark-test-image/lint/Dockerfile'
     - 'dev/spark-test-image/sparkr/Dockerfile'
+    - 'dev/spark-test-image/python-minimum/Dockerfile'
+    - 'dev/spark-test-image/python-ps-minimum/Dockerfile'
     - 'dev/spark-test-image/pypy-310/Dockerfile'
     - 'dev/spark-test-image/python-309/Dockerfile'
     - 'dev/spark-test-image/python-310/Dockerfile'

dev/spark-test-image/python-minimum/Dockerfile

@@ -24,7 +24,7 @@ LABEL org.opencontainers.image.ref.name="Apache Spark Infra Image For PySpark wi
 # Overwrite this label to avoid exposing the underlying Ubuntu OS version label
 LABEL org.opencontainers.image.version=""
 
-ENV FULL_REFRESH_DATE=20241223
+ENV FULL_REFRESH_DATE=20250327
 
 ENV DEBIAN_FRONTEND=noninteractive
 ENV DEBCONF_NONINTERACTIVE_SEEN=true

dev/spark-test-image/python-ps-minimum/Dockerfile

@@ -24,7 +24,7 @@ LABEL org.opencontainers.image.ref.name="Apache Spark Infra Image For Pandas API
 # Overwrite this label to avoid exposing the underlying Ubuntu OS version label
 LABEL org.opencontainers.image.version=""
 
-ENV FULL_REFRESH_DATE=20250102
+ENV FULL_REFRESH_DATE=20250327
 
 ENV DEBIAN_FRONTEND=noninteractive
 ENV DEBCONF_NONINTERACTIVE_SEEN=true