RHOAIENG-22962: add code-server python 3.12 image #1269
Conversation
jiridanek
added
tide/merge-method-squash
WalkthroughThis change introduces a new code-server image based on UBI 9 with Python 3.12, including a multi-stage Dockerfile, dependency management files, Kubernetes manifests, NGINX and supervisord configurations, utility scripts, and Makefile integration. The update provides a containerized environment tailored for code-server, Python 3.12, and OpenShift compatibility. Changes
Possibly related PRs
Suggested labels
Suggested reviewers
✨ Finishing Touches
Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out. 🪧 TipsChatThere are 3 ways to chat with CodeRabbit:
SupportNeed help? Create a ticket on our support page for assistance with any issues or questions. Note: Be mindful of the bot's finite context window. It's strongly recommended to break down tasks such as reading entire modules into smaller chunks. For a focused discussion, use review comments to chat about specific files and their changes, instead of using the PR comments. CodeRabbit Commands (Invoked using PR comments)
Other keywords and placeholders
Documentation and Community
|
|
[APPROVALNOTIFIER] This PR is NOT APPROVED This pull-request has been approved by: The full list of commands accepted by this bot can be found here.
Needs approval from an approver in each of these files:
Approvers can indicate their approval by writing |
![coderabbitai[bot]](https://avatars.githubusercontent.com/in/347564?s=60&v=4){kind=small}
There was a problem hiding this comment.
Actionable comments posted: 21
🔭 Outside diff range comments (1)
codeserver/ubi9-python-3.12/kustomize/base/pod.yaml (1)
8-23: Add securityContext, real startup command, correct port, probes & image for codeserver PodThe current manifest in
codeserver/ubi9-python-3.12/kustomize/base/pod.yamlis using a placeholderdateloop, no health checks, no securityContext, the wrong port (8585) and an unqualified image name. Please update as follows:• Replace the placeholder command with the image’s actual startup script
spec: containers: - name: codeserver # remove the date loop override: command: ["/opt/app-root/bin/run-code-server.sh"]• Add a minimal securityContext to satisfy OpenShift PodSecurity policies
securityContext: runAsNonRoot: true allowPrivilegeEscalation: false seccompProfile: type: RuntimeDefault• Expose the real service port (8080) instead of 8585
ports: - containerPort: 8080• Add health checks to detect hangs or startup failures
readinessProbe: tcpSocket: port: 8080 initialDelaySeconds: 10 periodSeconds: 5 livenessProbe: tcpSocket: port: 8080 initialDelaySeconds: 30 periodSeconds: 10• Use the full quay.io image reference for this variant
image: quay.io/opendatahub/workbench-images:codeserver-ubi9-python-3.12
🧹 Nitpick comments (11)
jupyter/pytorch/ubi9-python-3.12/requirements.txt (1)
2729-2731:smart-open7.3.0.post1 + tighter<4.0pin – verify S3/GCS back-endsSince 6.x the library dropped implicit extras; ensure boto3 / google-cloud-storage are still present so that
s3://…orgs://…URIs keep working. If not, add the relevant extras back (smart-open[s3,gcs]).codeserver/ubi9-python-3.12/README.md (1)
5-14: Minor markdown lint: omit leading$or show expected output
MD014warns because the commands are prefixed with$but no output is shown. Either remove the$prompt or add the expected output section to silence the linter.codeserver/ubi9-python-3.12/nginx/root/opt/app-root/nginxconf.sed (1)
1-6: Port replacement may lose semicolonThe pattern
/listen/s%80%8888 default_server%transformslisten 80;tolisten 8888 default_server;only if the semicolon sits at the end.
Edge cases (listen 80 default_server;already present) won’t be handled. Consider anchoring:/listen[[:space:]]\+80[[:space:]]*;/s//listen 8888 default_server;/codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user (1)
6-9: Quote variables to avoid path or value edge-cases.
envsubst < ${PASSWD_DIR}/passwd.template > ${PASSWD_DIR}/passwdwill break ifPASSWD_DIRever contains spaces.
Quoting is cheap and safe.-envsubst < ${PASSWD_DIR}/passwd.template > ${PASSWD_DIR}/passwd +envsubst < "${PASSWD_DIR}/passwd.template" > "${PASSWD_DIR}/passwd" -export NSS_WRAPPER_PASSWD=${PASSWD_DIR}/passwd +export NSS_WRAPPER_PASSWD="${PASSWD_DIR}/passwd"codeserver/ubi9-python-3.12/utils/process.sh (1)
11-14: Redundant secondwaitand missing quote onkill.Waiting twice on the same PID is unnecessary; quoting the PID prevents globbing.
- wait $PID - trap - TERM INT - wait $PID + trap - TERM INT STATUS=$? exit $STATUS @@ -function stop_process() { - kill -TERM $PID -} +function stop_process() { + [[ -n "${PID:-}" ]] && kill -TERM "$PID" +}codeserver/ubi9-python-3.12/supervisord/supervisord.conf (1)
6-10: Minor: tighten fcgiwrap restart policy.
autorestart=truerestarts on any exit, even clean shutdowns (SIGTERM from container stop).
If that’s not desired, switch toautorestart=unexpectedand setexitcodes=0.codeserver/ubi9-python-3.12/run-nginx.sh (1)
17-17: Fix typo in comment.-# substitute NB_PREFIX in proxy configuratin if it exists +# substitute NB_PREFIX in proxy configuration if it existscodeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi (2)
8-8: Improve robustness of JSON parsing.The grep/awk pipeline could fail if the JSON structure changes or contains unexpected values. Consider using a proper JSON parser.
-LAST_ACTIVITY_EPOCH=$(echo $HEALTHZ | grep -Po 'lastHeartbeat":\K.*?(?=})' | awk '{ print substr( $0, 1, length($0)-3 ) }') +# Using jq would be more robust for JSON parsing +LAST_ACTIVITY_EPOCH=$(echo "$HEALTHZ" | jq -r '.lastHeartbeat // empty' 2>/dev/null | sed 's/...$//') +if [ -z "$LAST_ACTIVITY_EPOCH" ]; then + echo "Status: 503" + echo "Content-type: application/json" + echo + echo '{"error":"Invalid health check response"}' + exit 1 +fi
12-12: Improve status parsing robustness.The sed command and nested command substitution could be simplified and made more robust.
-STATUS=$(sed 's/alive/busy/;s/expired/idle/' <<< $(echo $HEALTHZ | grep -Po 'status":"\K.*?(?=")')) +RAW_STATUS=$(echo "$HEALTHZ" | grep -Po 'status":"\K.*?(?=")' 2>/dev/null) +STATUS=$(echo "$RAW_STATUS" | sed 's/alive/busy/;s/expired/idle/') +if [ -z "$STATUS" ]; then + STATUS="unknown" +ficodeserver/ubi9-python-3.12/Dockerfile.cpu (2)
49-49: Fix typo in comment.Minor typo: "usefull" should be "useful".
-# Install usefull OS packages +# Install useful OS packages
58-58: Improve comment formatting for readability.The long comment about extensions should be broken into multiple lines for better readability.
-# Create and intall the extensions though build-time on a temporary directory. Later this directory will copied on the `/opt/app-root/src/.local/share/code-server/extensions` via run-code-server.sh file when it starts up. +# Create and install the extensions during build-time in a temporary directory. +# Later this directory will be copied to `/opt/app-root/src/.local/share/code-server/extensions` +# via run-code-server.sh file when it starts up.
📜 Review details
Configuration used: .coderabbit.yaml
Review profile: CHILL
Plan: Pro
⛔ Files ignored due to path filters (5)
codeserver/ubi9-python-3.12/Pipfile.lockis excluded by!**/*.lockjupyter/datascience/ubi9-python-3.12/Pipfile.lockis excluded by!**/*.lockjupyter/pytorch/ubi9-python-3.12/Pipfile.lockis excluded by!**/*.lockjupyter/rocm/pytorch/ubi9-python-3.12/Pipfile.lockis excluded by!**/*.lockjupyter/tensorflow/ubi9-python-3.12/Pipfile.lockis excluded by!**/*.lock
📒 Files selected for processing (23)
codeserver/ubi9-python-3.12/Dockerfile.cpu(1 hunks)codeserver/ubi9-python-3.12/Pipfile(1 hunks)codeserver/ubi9-python-3.12/README.md(1 hunks)codeserver/ubi9-python-3.12/kustomize/base/kustomization.yaml(1 hunks)codeserver/ubi9-python-3.12/kustomize/base/pod.yaml(1 hunks)codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi(1 hunks)codeserver/ubi9-python-3.12/nginx/httpconf/http.conf(1 hunks)codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user(1 hunks)codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/passwd.template(1 hunks)codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/scl_enable(1 hunks)codeserver/ubi9-python-3.12/nginx/root/opt/app-root/nginxconf.sed(1 hunks)codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh(1 hunks)codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template(1 hunks)codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix(1 hunks)codeserver/ubi9-python-3.12/requirements.txt(1 hunks)codeserver/ubi9-python-3.12/run-code-server.sh(1 hunks)codeserver/ubi9-python-3.12/run-nginx.sh(1 hunks)codeserver/ubi9-python-3.12/supervisord/supervisord.conf(1 hunks)codeserver/ubi9-python-3.12/utils/process.sh(1 hunks)jupyter/datascience/ubi9-python-3.12/requirements.txt(1 hunks)jupyter/pytorch/ubi9-python-3.12/requirements.txt(2 hunks)jupyter/rocm/pytorch/ubi9-python-3.12/requirements.txt(2 hunks)jupyter/tensorflow/ubi9-python-3.12/requirements.txt(2 hunks)
🧰 Additional context used
🧠 Learnings (11)
📓 Common learnings
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1258
File: codeserver/ubi9-python-3.11/Dockerfile.cpu:55-56
Timestamp: 2025-07-03T08:22:25.348Z
Learning: jiridanek directs security concerns raised during PR reviews to existing comprehensive security issues rather than addressing them in individual PRs. Issue #1241 "Security: Add checksum verification for downloaded binaries in Python 3.12 images" serves as the central tracking issue for all binary download security concerns across the opendatahub-io/notebooks repository.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:22-29
Timestamp: 2025-07-02T18:27:51.097Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues from PR review comments in opendatahub-io/notebooks, turning specific code quality concerns into systematic improvements tracked with proper context, acceptance criteria, and cross-references. Issue #1266 demonstrates this pattern by expanding a specific error handling concern in load_expected_versions() into a repository-wide improvement initiative.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:59:15.788Z
Learning: jiridanek creates targeted GitHub issues for specific test quality improvements identified during PR reviews in opendatahub-io/notebooks. Issue #1268 demonstrates this by converting a review comment about insufficient tf2onnx conversion test validation into a comprehensive improvement plan with clear acceptance criteria, code examples, and ROCm-specific context.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1247
File: .github/workflows/build-notebooks-TEMPLATE.yaml:50-53
Timestamp: 2025-07-01T14:36:52.852Z
Learning: In the opendatahub-io/notebooks repository, the test runner's Python version (configured in GitHub Actions UV setup) intentionally doesn't need to match the Python version of the container images being tested. jiridanek's team uses Python 3.12 for running tests while images may use different Python versions (like 3.11), and this approach works fine since the test code is separate from the application code running inside the containers.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.cpu:21-24
Timestamp: 2025-07-01T06:48:13.154Z
Learning: jiridanek creates comprehensive follow-up issues from review comments that expand scope appropriately, include clear acceptance criteria, proper backlinks, and structured implementation guidance. Issue #1241 demonstrates this by turning a specific oc client checksum concern into a thorough security enhancement plan covering all downloaded binaries across the Python 3.12 implementation.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-16T11:32:09.203Z
Learning: In the opendatahub-io/notebooks repository, there is a known issue with missing `runtimes/rocm/pytorch/ubi9-python-3.11/kustomize/base/kustomization.yaml` file that causes rocm runtime tests to fail with "no such file or directory" error. This is tracked in JIRA RHOAIENG-22044 and was intended to be fixed in PR #1015.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Dockerfile.rocm:56-66
Timestamp: 2025-07-02T18:19:49.397Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues for security concerns raised during PR reviews in opendatahub-io/notebooks, ensuring systematic tracking and resolution of supply-chain security improvements like GPG signature verification for package repositories.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-30T19:44:57.656Z
Learning: In the opendatahub-io/notebooks repository, jiridanek effectively manages comprehensive PR reviews by tracking all feedback as follow-up GitHub issues rather than blocking merge of high-quality implementations. This demonstrates excellent project management practices for balancing current deliverables with future improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1151
File: jupyter/tensorflow/ubi9-python-3.12/kustomize/base/statefulset.yaml:11-17
Timestamp: 2025-07-01T06:50:37.115Z
Learning: jiridanek manages StatefulSet selector issues systematically across multiple images in opendatahub-io/notebooks. When the same configuration issue (empty spec.selector and template.metadata.labels) appears in different images like jupyter/minimal and jupyter/tensorflow, he tracks them under a single coordinated effort rather than creating duplicate issues for each affected image.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:03:45.020Z
Learning: The Python 3.11 infrastructure for ROCm TensorFlow images in opendatahub-io/notebooks is already properly configured in the Makefile with both BASE_DIRS entries for Pipfile lock renewals and all-images targets for CI builds, requiring only commenting out the corresponding Python 3.12 entries when downgrading due to wheel availability issues.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-01T10:41:56.419Z
Learning: jiridanek's team uses containerized dependency locking for cross-platform compatibility in opendatahub-io/notebooks. They run `pipenv lock` inside UBI9 containers with specific platform arguments (`--platform=linux/amd64 --python-version 3.12`) to avoid host OS dependency conflicts when generating Pipfile.lock files.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1197
File: runtimes/minimal/ubi9-python-3.11/requirements.txt:395-405
Timestamp: 2025-06-26T15:28:35.416Z
Learning: psutil version 7.x is compatible with UBI9, CentOS Stream 9, and RHEL 9 platforms in the opendatahub-io/notebooks repository. The upgrade from psutil 5.x to 7.x has been validated for these environments.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-26T16:19:31.295Z
Learning: In the opendatahub-io/notebooks repository, the Playwright Docker image version in `.github/workflows/build-notebooks-TEMPLATE.yaml` (format: `mcr.microsoft.com/playwright:v1.53.1-noble`) must always match the `@playwright/test` version specified in the `tests/browser/package.json` file. Both versions need to be updated together to maintain consistency between CI/CD pipeline and project dependencies.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-26T16:19:31.295Z
Learning: In the opendatahub-io/notebooks repository, the Playwright Docker image version in `.github/workflows/build-notebooks-TEMPLATE.yaml` (format: `mcr.microsoft.com/playwright:v1.53.1-noble`) must always match the `@playwright/test` version specified in the `tests/browser/package.json` file. Both versions need to be updated together to maintain consistency between CI/CD pipeline and project dependencies.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1154
File: manifests/base/jupyter-pytorch-notebook-imagestream.yaml:0-0
Timestamp: 2025-06-16T11:06:33.139Z
Learning: In the opendatahub-io/notebooks repository, N-1 versions of images in manifest files (like imagestream.yaml files) should not be updated regularly. The versions of packages like codeflare-sdk in N-1 images are frozen to what was released when the image was moved from N to N-1 version. N-1 images are only updated for security vulnerabilities of packages, not for regular version bumps. This is why the version of packages in N-1 images may be quite old compared to the latest N version.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:15:41.168Z
Learning: TrustyAI's jupyter-bokeh was pinned to 3.0.5 due to compatibility requirements with TrustyAI's visualization components, but the actual deployed version in requirements.txt shows 3.0.7, indicating incremental testing. The upgrade to 4.0.5 in this PR represents the completion of a gradual migration strategy from the 3.x series after confirming compatibility with Bokeh 3.7.3.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1218
File: jupyter/datascience/ubi9-python-3.11/Pipfile:34-36
Timestamp: 2025-06-28T14:13:27.890Z
Learning: In the opendatahub-io/notebooks repository, the dependency pinning strategy follows a deliberate pattern: core `jupyterlab` package uses exact pinning (==) across all notebook images to ensure UI consistency, while JupyterLab extensions and all server components (jupyter-server, jupyter-server-proxy, jupyter-server-terminals) use compatible release (~=) pinning to allow automatic security updates and bug fixes while maintaining API compatibility.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:15:41.168Z
Learning: The jupyter-bokeh package was previously pinned to version 3.0.5 in the TrustyAI notebook image due to compatibility requirements with TrustyAI components, as indicated by the comment "Should be pinned down to this version in order to be compatible with trustyai" that was removed in this update.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1151
File: jupyter/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:31-34
Timestamp: 2025-07-01T07:03:05.385Z
Learning: jiridanek demonstrates excellent pattern recognition for identifying duplicated code issues across the opendatahub-io/notebooks repository. When spotting a potential problem in test notebooks, he correctly assesses that such patterns are likely replicated across multiple similar files rather than being isolated incidents, leading to more effective systematic solutions.
codeserver/ubi9-python-3.12/README.md (3)
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1247
File: .github/workflows/build-notebooks-TEMPLATE.yaml:50-53
Timestamp: 2025-07-01T14:36:52.852Z
Learning: In the opendatahub-io/notebooks repository, the test runner's Python version (configured in GitHub Actions UV setup) intentionally doesn't need to match the Python version of the container images being tested. jiridanek's team uses Python 3.12 for running tests while images may use different Python versions (like 3.11), and this approach works fine since the test code is separate from the application code running inside the containers.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:03:45.020Z
Learning: The Python 3.11 infrastructure for ROCm TensorFlow images in opendatahub-io/notebooks is already properly configured in the Makefile with both BASE_DIRS entries for Pipfile lock renewals and all-images targets for CI builds, requiring only commenting out the corresponding Python 3.12 entries when downgrading due to wheel availability issues.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Dockerfile.rocm:34-37
Timestamp: 2025-07-02T18:19:23.024Z
Learning: In the opendatahub-io/notebooks repository, issue #1241 "Security: Add checksum verification for downloaded binaries in Python 3.12 images" covers the security concern about verifying downloaded binaries including the oc client. Red Hat does not provide signed RPM packages for the OpenShift CLI (oc) in UBI9 official repositories, making manual binary download with checksum verification the recommended approach.
codeserver/ubi9-python-3.12/kustomize/base/kustomization.yaml (3)
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1230
File: jupyter/pytorch/ubi9-python-3.12/kustomize/components/accelerator/pod-patch.yaml:11-22
Timestamp: 2025-06-30T14:36:53.890Z
Learning: The pod-patch.yaml file in jupyter/pytorch/ubi9-python-3.12/kustomize/components/accelerator/ is used only for running tests, not production deployments. This affects the risk assessment for resource management configurations like sizeLimit on emptyDir volumes.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1218
File: jupyter/rocm/pytorch/ubi9-python-3.11/requirements.txt:987-989
Timestamp: 2025-06-28T15:06:03.344Z
Learning: In the opendatahub-io/notebooks repository, checks for broken links and missing files in kustomization manifests are already performed by `ci/kustomize.sh`, which is invoked from `.github/workflows/code-quality.yaml` (lines 112–116). No additional pytest is needed for this purpose.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1151
File: jupyter/tensorflow/ubi9-python-3.12/kustomize/base/statefulset.yaml:11-17
Timestamp: 2025-07-01T06:50:37.115Z
Learning: jiridanek manages StatefulSet selector issues systematically across multiple images in opendatahub-io/notebooks. When the same configuration issue (empty spec.selector and template.metadata.labels) appears in different images like jupyter/minimal and jupyter/tensorflow, he tracks them under a single coordinated effort rather than creating duplicate issues for each affected image.
codeserver/ubi9-python-3.12/kustomize/base/pod.yaml (4)
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1230
File: jupyter/pytorch/ubi9-python-3.12/kustomize/components/accelerator/pod-patch.yaml:11-22
Timestamp: 2025-06-30T14:36:53.890Z
Learning: The pod-patch.yaml file in jupyter/pytorch/ubi9-python-3.12/kustomize/components/accelerator/ is used only for running tests, not production deployments. This affects the risk assessment for resource management configurations like sizeLimit on emptyDir volumes.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-16T11:32:09.203Z
Learning: Runtime deployment tests in opendatahub-io/notebooks may show PodSecurity warnings about allowPrivilegeEscalation, capabilities, runAsNonRoot, and seccompProfile settings. These warnings occur on OpenShift but not on GitHub Actions because GitHub Actions uses upstream Kubernetes without SecurityContextConstraints (SCC).
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1230
File: jupyter/pytorch/ubi9-python-3.12/kustomize/base/statefulset.yaml:54-60
Timestamp: 2025-06-30T14:43:08.138Z
Learning: Issue #1212 in opendatahub-io/notebooks demonstrates that missing securityContext configuration (allowPrivilegeEscalation, runAsNonRoot, seccompProfile) causes runtime pods to fail reaching ready state and timeout after 300s on OpenShift due to PodSecurity policy violations.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-01T07:11:44.903Z
Learning: Resource limits in StatefulSet manifests in opendatahub-io/notebooks are configured for testing purposes, not production deployments. This affects risk assessment when reviewing resource configurations like memory and CPU limits.
codeserver/ubi9-python-3.12/Pipfile (6)
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:03:45.020Z
Learning: The Python 3.11 infrastructure for ROCm TensorFlow images in opendatahub-io/notebooks is already properly configured in the Makefile with both BASE_DIRS entries for Pipfile lock renewals and all-images targets for CI builds, requiring only commenting out the corresponding Python 3.12 entries when downgrading due to wheel availability issues.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-01T10:41:56.419Z
Learning: jiridanek's team uses containerized dependency locking for cross-platform compatibility in opendatahub-io/notebooks. They run `pipenv lock` inside UBI9 containers with specific platform arguments (`--platform=linux/amd64 --python-version 3.12`) to avoid host OS dependency conflicts when generating Pipfile.lock files.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:03:45.020Z
Learning: tensorflow_rocm package versions 2.12.1.570 through 2.14.0.600 do not provide Python 3.12 wheels (cp312) on PyPI, causing Pipfile lock failures when attempting to create Python 3.12-based ROCm TensorFlow notebook images in opendatahub-io/notebooks.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1218
File: jupyter/datascience/ubi9-python-3.11/Pipfile:34-36
Timestamp: 2025-06-28T14:13:27.890Z
Learning: In the opendatahub-io/notebooks repository, the dependency pinning strategy follows a deliberate pattern: core `jupyterlab` package uses exact pinning (==) across all notebook images to ensure UI consistency, while JupyterLab extensions and all server components (jupyter-server, jupyter-server-proxy, jupyter-server-terminals) use compatible release (~=) pinning to allow automatic security updates and bug fixes while maintaining API compatibility.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:21:09.429Z
Learning: TrustyAI explicitly declares jupyter-bokeh~=3.0.5 as a hard dependency in both their requirements.txt and pyproject.toml files, with no open issues tracking jupyter-bokeh 4.x compatibility. This creates an unresolvable pip dependency conflict when trying to upgrade jupyter-bokeh to 4.x in notebook images that include TrustyAI.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-01T10:41:56.419Z
Learning: In the opendatahub-io/notebooks repository, TensorFlow packages with `extras = ["and-cuda"]` can cause build conflicts on macOS due to platform-specific CUDA packages. When the Dockerfile installs CUDA system-wide, removing the extras and letting TensorFlow find CUDA at runtime resolves these conflicts.
codeserver/ubi9-python-3.12/requirements.txt (3)
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-01T10:41:56.419Z
Learning: jiridanek's team uses containerized dependency locking for cross-platform compatibility in opendatahub-io/notebooks. They run `pipenv lock` inside UBI9 containers with specific platform arguments (`--platform=linux/amd64 --python-version 3.12`) to avoid host OS dependency conflicts when generating Pipfile.lock files.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:03:45.020Z
Learning: The Python 3.11 infrastructure for ROCm TensorFlow images in opendatahub-io/notebooks is already properly configured in the Makefile with both BASE_DIRS entries for Pipfile lock renewals and all-images targets for CI builds, requiring only commenting out the corresponding Python 3.12 entries when downgrading due to wheel availability issues.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:21:09.429Z
Learning: TrustyAI explicitly declares jupyter-bokeh~=3.0.5 as a hard dependency in both their requirements.txt and pyproject.toml files, with no open issues tracking jupyter-bokeh 4.x compatibility. This creates an unresolvable pip dependency conflict when trying to upgrade jupyter-bokeh to 4.x in notebook images that include TrustyAI.
codeserver/ubi9-python-3.12/Dockerfile.cpu (5)
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:03:45.020Z
Learning: The Python 3.11 infrastructure for ROCm TensorFlow images in opendatahub-io/notebooks is already properly configured in the Makefile with both BASE_DIRS entries for Pipfile lock renewals and all-images targets for CI builds, requiring only commenting out the corresponding Python 3.12 entries when downgrading due to wheel availability issues.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1247
File: .github/workflows/build-notebooks-TEMPLATE.yaml:50-53
Timestamp: 2025-07-01T14:36:52.852Z
Learning: In the opendatahub-io/notebooks repository, the test runner's Python version (configured in GitHub Actions UV setup) intentionally doesn't need to match the Python version of the container images being tested. jiridanek's team uses Python 3.12 for running tests while images may use different Python versions (like 3.11), and this approach works fine since the test code is separate from the application code running inside the containers.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-01T10:41:56.419Z
Learning: jiridanek's team uses containerized dependency locking for cross-platform compatibility in opendatahub-io/notebooks. They run `pipenv lock` inside UBI9 containers with specific platform arguments (`--platform=linux/amd64 --python-version 3.12`) to avoid host OS dependency conflicts when generating Pipfile.lock files.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Dockerfile.rocm:34-37
Timestamp: 2025-07-02T18:19:23.024Z
Learning: In the opendatahub-io/notebooks repository, issue #1241 "Security: Add checksum verification for downloaded binaries in Python 3.12 images" covers the security concern about verifying downloaded binaries including the oc client. Red Hat does not provide signed RPM packages for the OpenShift CLI (oc) in UBI9 official repositories, making manual binary download with checksum verification the recommended approach.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1230
File: jupyter/pytorch/ubi9-python-3.12/kustomize/base/statefulset.yaml:54-60
Timestamp: 2025-06-30T14:43:08.138Z
Learning: Issue #1212 in opendatahub-io/notebooks demonstrates that missing securityContext configuration (allowPrivilegeEscalation, runAsNonRoot, seccompProfile) causes runtime pods to fail reaching ready state and timeout after 300s on OpenShift due to PodSecurity policy violations.
jupyter/datascience/ubi9-python-3.12/requirements.txt (9)
undefined
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:15:41.168Z
Learning: TrustyAI's jupyter-bokeh was pinned to 3.0.5 due to compatibility requirements with TrustyAI's visualization components, but the actual deployed version in requirements.txt shows 3.0.7, indicating incremental testing. The upgrade to 4.0.5 in this PR represents the completion of a gradual migration strategy from the 3.x series after confirming compatibility with Bokeh 3.7.3.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:21:09.429Z
Learning: TrustyAI explicitly declares jupyter-bokeh~=3.0.5 as a hard dependency in both their requirements.txt and pyproject.toml files, with no open issues tracking jupyter-bokeh 4.x compatibility. This creates an unresolvable pip dependency conflict when trying to upgrade jupyter-bokeh to 4.x in notebook images that include TrustyAI.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:15:41.168Z
Learning: The jupyter-bokeh package was previously pinned to version 3.0.5 in the TrustyAI notebook image due to compatibility requirements with TrustyAI components, as indicated by the comment "Should be pinned down to this version in order to be compatible with trustyai" that was removed in this update.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:21:09.429Z
Learning: The jupyter-bokeh pinning to 3.0.5 in TrustyAI notebook image was not due to TrustyAI code compatibility issues, but because the trustyai package itself explicitly declares jupyter-bokeh~=3.0.5 as a hard dependency, causing pip dependency resolution conflicts when trying to upgrade to jupyter-bokeh 4.x.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:21:09.429Z
Learning: TrustyAI 0.6.1 (latest version as of June 2025) has a hard dependency constraint on jupyter-bokeh~=3.0.5, preventing upgrades to jupyter-bokeh 4.x in notebook images that include TrustyAI. This requires either waiting for TrustyAI to update their dependency or excluding TrustyAI from jupyter-bokeh upgrades.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/datascience/ubi9-python-3.11/Pipfile:34-36
Timestamp: 2025-06-28T14:13:27.890Z
Learning: In the opendatahub-io/notebooks repository, the dependency pinning strategy follows a deliberate pattern: core jupyterlab package uses exact pinning (==) across all notebook images to ensure UI consistency, while JupyterLab extensions and all server components (jupyter-server, jupyter-server-proxy, jupyter-server-terminals) use compatible release (~=) pinning to allow automatic security updates and bug fixes while maintaining API compatibility.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1154
File: manifests/base/jupyter-pytorch-notebook-imagestream.yaml:0-0
Timestamp: 2025-06-16T11:06:33.139Z
Learning: In the opendatahub-io/notebooks repository, N-1 versions of images in manifest files (like imagestream.yaml files) should not be updated regularly. The versions of packages like codeflare-sdk in N-1 images are frozen to what was released when the image was moved from N to N-1 version. N-1 images are only updated for security vulnerabilities of packages, not for regular version bumps. This is why the version of packages in N-1 images may be quite old compared to the latest N version.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:03:45.020Z
Learning: The Python 3.11 infrastructure for ROCm TensorFlow images in opendatahub-io/notebooks is already properly configured in the Makefile with both BASE_DIRS entries for Pipfile lock renewals and all-images targets for CI builds, requiring only commenting out the corresponding Python 3.12 entries when downgrading due to wheel availability issues.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-01T10:41:56.419Z
Learning: jiridanek's team uses containerized dependency locking for cross-platform compatibility in opendatahub-io/notebooks. They run pipenv lock inside UBI9 containers with specific platform arguments (--platform=linux/amd64 --python-version 3.12) to avoid host OS dependency conflicts when generating Pipfile.lock files.
</retrieved_learning>
jupyter/rocm/pytorch/ubi9-python-3.12/requirements.txt (11)
undefined
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:03:45.020Z
Learning: tensorflow_rocm package versions 2.12.1.570 through 2.14.0.600 do not provide Python 3.12 wheels (cp312) on PyPI, causing Pipfile lock failures when attempting to create Python 3.12-based ROCm TensorFlow notebook images in opendatahub-io/notebooks.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:03:45.020Z
Learning: The Python 3.11 infrastructure for ROCm TensorFlow images in opendatahub-io/notebooks is already properly configured in the Makefile with both BASE_DIRS entries for Pipfile lock renewals and all-images targets for CI builds, requiring only commenting out the corresponding Python 3.12 entries when downgrading due to wheel availability issues.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:15:41.168Z
Learning: TrustyAI's jupyter-bokeh was pinned to 3.0.5 due to compatibility requirements with TrustyAI's visualization components, but the actual deployed version in requirements.txt shows 3.0.7, indicating incremental testing. The upgrade to 4.0.5 in this PR represents the completion of a gradual migration strategy from the 3.x series after confirming compatibility with Bokeh 3.7.3.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:21:09.429Z
Learning: TrustyAI explicitly declares jupyter-bokeh~=3.0.5 as a hard dependency in both their requirements.txt and pyproject.toml files, with no open issues tracking jupyter-bokeh 4.x compatibility. This creates an unresolvable pip dependency conflict when trying to upgrade jupyter-bokeh to 4.x in notebook images that include TrustyAI.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:05:33.329Z
Learning: tensorflow_rocm package has no Python 3.12 or 3.13 wheel support as of July 2025, with the latest version 2.14.0.600 only supporting Python 3.9, 3.10, and 3.11. The tensorflow-rocm upstream project appears abandoned with the last release in 2019. For Python 3.12+ ROCm TensorFlow environments, regular TensorFlow 2.18+ with runtime ROCm configuration is the recommended and industry-standard approach, as modern TensorFlow automatically detects and utilizes ROCm when properly installed.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:15:41.168Z
Learning: The jupyter-bokeh package was previously pinned to version 3.0.5 in the TrustyAI notebook image due to compatibility requirements with TrustyAI components, as indicated by the comment "Should be pinned down to this version in order to be compatible with trustyai" that was removed in this update.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-16T11:32:09.203Z
Learning: In the opendatahub-io/notebooks repository, there is a known issue with missing runtimes/rocm/pytorch/ubi9-python-3.11/kustomize/base/kustomization.yaml file that causes rocm runtime tests to fail with "no such file or directory" error. This is tracked in JIRA RHOAIENG-22044 and was intended to be fixed in PR #1015.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:05:33.329Z
Learning: tensorflow_rocm package has no Python 3.12 or 3.13 wheel support as of July 2025, with the latest version 2.14.0.600 only supporting Python 3.9, 3.10, and 3.11. For Python 3.12+ ROCm TensorFlow environments, regular TensorFlow with runtime ROCm configuration is the recommended alternative approach.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:21:09.429Z
Learning: TrustyAI 0.6.1 (latest version as of June 2025) has a hard dependency constraint on jupyter-bokeh~=3.0.5, preventing upgrades to jupyter-bokeh 4.x in notebook images that include TrustyAI. This requires either waiting for TrustyAI to update their dependency or excluding TrustyAI from jupyter-bokeh upgrades.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:21:09.429Z
Learning: The jupyter-bokeh pinning to 3.0.5 in TrustyAI notebook image was not due to TrustyAI code compatibility issues, but because the trustyai package itself explicitly declares jupyter-bokeh~=3.0.5 as a hard dependency, causing pip dependency resolution conflicts when trying to upgrade to jupyter-bokeh 4.x.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-01T10:41:56.419Z
Learning: jiridanek's team uses containerized dependency locking for cross-platform compatibility in opendatahub-io/notebooks. They run pipenv lock inside UBI9 containers with specific platform arguments (--platform=linux/amd64 --python-version 3.12) to avoid host OS dependency conflicts when generating Pipfile.lock files.
</retrieved_learning>
jupyter/pytorch/ubi9-python-3.12/requirements.txt (8)
undefined
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:21:09.429Z
Learning: TrustyAI explicitly declares jupyter-bokeh~=3.0.5 as a hard dependency in both their requirements.txt and pyproject.toml files, with no open issues tracking jupyter-bokeh 4.x compatibility. This creates an unresolvable pip dependency conflict when trying to upgrade jupyter-bokeh to 4.x in notebook images that include TrustyAI.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:15:41.168Z
Learning: TrustyAI's jupyter-bokeh was pinned to 3.0.5 due to compatibility requirements with TrustyAI's visualization components, but the actual deployed version in requirements.txt shows 3.0.7, indicating incremental testing. The upgrade to 4.0.5 in this PR represents the completion of a gradual migration strategy from the 3.x series after confirming compatibility with Bokeh 3.7.3.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:15:41.168Z
Learning: The jupyter-bokeh package was previously pinned to version 3.0.5 in the TrustyAI notebook image due to compatibility requirements with TrustyAI components, as indicated by the comment "Should be pinned down to this version in order to be compatible with trustyai" that was removed in this update.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:21:09.429Z
Learning: TrustyAI 0.6.1 (latest version as of June 2025) has a hard dependency constraint on jupyter-bokeh~=3.0.5, preventing upgrades to jupyter-bokeh 4.x in notebook images that include TrustyAI. This requires either waiting for TrustyAI to update their dependency or excluding TrustyAI from jupyter-bokeh upgrades.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:03:45.020Z
Learning: The Python 3.11 infrastructure for ROCm TensorFlow images in opendatahub-io/notebooks is already properly configured in the Makefile with both BASE_DIRS entries for Pipfile lock renewals and all-images targets for CI builds, requiring only commenting out the corresponding Python 3.12 entries when downgrading due to wheel availability issues.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-01T10:41:56.419Z
Learning: jiridanek's team uses containerized dependency locking for cross-platform compatibility in opendatahub-io/notebooks. They run pipenv lock inside UBI9 containers with specific platform arguments (--platform=linux/amd64 --python-version 3.12) to avoid host OS dependency conflicts when generating Pipfile.lock files.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:21:09.429Z
Learning: The jupyter-bokeh pinning to 3.0.5 in TrustyAI notebook image was not due to TrustyAI code compatibility issues, but because the trustyai package itself explicitly declares jupyter-bokeh~=3.0.5 as a hard dependency, causing pip dependency resolution conflicts when trying to upgrade to jupyter-bokeh 4.x.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:03:45.020Z
Learning: tensorflow_rocm package versions 2.12.1.570 through 2.14.0.600 do not provide Python 3.12 wheels (cp312) on PyPI, causing Pipfile lock failures when attempting to create Python 3.12-based ROCm TensorFlow notebook images in opendatahub-io/notebooks.
</retrieved_learning>
jupyter/tensorflow/ubi9-python-3.12/requirements.txt (10)
undefined
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:21:09.429Z
Learning: TrustyAI explicitly declares jupyter-bokeh~=3.0.5 as a hard dependency in both their requirements.txt and pyproject.toml files, with no open issues tracking jupyter-bokeh 4.x compatibility. This creates an unresolvable pip dependency conflict when trying to upgrade jupyter-bokeh to 4.x in notebook images that include TrustyAI.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:15:41.168Z
Learning: TrustyAI's jupyter-bokeh was pinned to 3.0.5 due to compatibility requirements with TrustyAI's visualization components, but the actual deployed version in requirements.txt shows 3.0.7, indicating incremental testing. The upgrade to 4.0.5 in this PR represents the completion of a gradual migration strategy from the 3.x series after confirming compatibility with Bokeh 3.7.3.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:03:45.020Z
Learning: The Python 3.11 infrastructure for ROCm TensorFlow images in opendatahub-io/notebooks is already properly configured in the Makefile with both BASE_DIRS entries for Pipfile lock renewals and all-images targets for CI builds, requiring only commenting out the corresponding Python 3.12 entries when downgrading due to wheel availability issues.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:03:45.020Z
Learning: tensorflow_rocm package versions 2.12.1.570 through 2.14.0.600 do not provide Python 3.12 wheels (cp312) on PyPI, causing Pipfile lock failures when attempting to create Python 3.12-based ROCm TensorFlow notebook images in opendatahub-io/notebooks.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:15:41.168Z
Learning: The jupyter-bokeh package was previously pinned to version 3.0.5 in the TrustyAI notebook image due to compatibility requirements with TrustyAI components, as indicated by the comment "Should be pinned down to this version in order to be compatible with trustyai" that was removed in this update.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:21:09.429Z
Learning: TrustyAI 0.6.1 (latest version as of June 2025) has a hard dependency constraint on jupyter-bokeh~=3.0.5, preventing upgrades to jupyter-bokeh 4.x in notebook images that include TrustyAI. This requires either waiting for TrustyAI to update their dependency or excluding TrustyAI from jupyter-bokeh upgrades.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-01T10:41:56.419Z
Learning: In the opendatahub-io/notebooks repository, TensorFlow packages with extras = ["and-cuda"] can cause build conflicts on macOS due to platform-specific CUDA packages. When the Dockerfile installs CUDA system-wide, removing the extras and letting TensorFlow find CUDA at runtime resolves these conflicts.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1218
File: jupyter/trustyai/ubi9-python-3.11/Pipfile:49-49
Timestamp: 2025-06-28T14:21:09.429Z
Learning: The jupyter-bokeh pinning to 3.0.5 in TrustyAI notebook image was not due to TrustyAI code compatibility issues, but because the trustyai package itself explicitly declares jupyter-bokeh~=3.0.5 as a hard dependency, causing pip dependency resolution conflicts when trying to upgrade to jupyter-bokeh 4.x.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-01T10:41:56.419Z
Learning: jiridanek's team uses containerized dependency locking for cross-platform compatibility in opendatahub-io/notebooks. They run pipenv lock inside UBI9 containers with specific platform arguments (--platform=linux/amd64 --python-version 3.12) to avoid host OS dependency conflicts when generating Pipfile.lock files.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:05:33.329Z
Learning: tensorflow_rocm package has no Python 3.12 or 3.13 wheel support as of July 2025, with the latest version 2.14.0.600 only supporting Python 3.9, 3.10, and 3.11. For Python 3.12+ ROCm TensorFlow environments, regular TensorFlow with runtime ROCm configuration is the recommended alternative approach.
</retrieved_learning>
🪛 markdownlint-cli2 (0.17.2)
codeserver/ubi9-python-3.12/README.md
19-19: Dollar signs used before commands without showing output
(MD014, commands-show-output)
20-20: Dollar signs used before commands without showing output
(MD014, commands-show-output)
🪛 Checkov (3.2.334)
codeserver/ubi9-python-3.12/kustomize/base/pod.yaml
[MEDIUM] 2-22: Containers should not run with allowPrivilegeEscalation
(CKV_K8S_20)
[MEDIUM] 2-22: Minimize the admission of root containers
(CKV_K8S_23)
🪛 Shellcheck (0.10.0)
codeserver/ubi9-python-3.12/run-nginx.sh
[warning] 12-12: Prefer [ p ] && [ q ] as [ p -a q ] is not well defined.
(SC2166)
[warning] 21-21: Declare and assign separately to avoid masking return values.
(SC2155)
codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh
[warning] 4-11: 'function' keyword is non-standard. Delete it.
(SC2112)
[warning] 5-5: In POSIX sh, 'local' is undefined.
(SC3043)
[warning] 16-31: 'function' keyword is non-standard. Delete it.
(SC2112)
[warning] 17-17: In POSIX sh, 'local' is undefined.
(SC3043)
[warning] 25-25: In POSIX sh, 'source' in place of '.' is undefined.
(SC3046)
[warning] 25-25: ShellCheck can't follow non-constant source. Use a directive to specify location.
(SC1090)
[warning] 27-27: In POSIX sh, 'source' in place of '.' is undefined.
(SC3046)
[warning] 27-27: ShellCheck can't follow non-constant source. Use a directive to specify location.
(SC1090)
[warning] 30-30: In POSIX sh, here-strings are undefined.
(SC3011)
codeserver/ubi9-python-3.12/utils/process.sh
[error] 6-6: Argument mixes string and array. Use * or separate argument.
(SC2145)
codeserver/ubi9-python-3.12/run-code-server.sh
[warning] 5-5: ShellCheck can't follow non-constant source. Use a directive to specify location.
(SC1090)
[warning] 17-17: Quote this to prevent word splitting.
(SC2046)
🔇 Additional comments (23)
jupyter/datascience/ubi9-python-3.12/requirements.txt (1)
2655-2657: Version and Hashes Verified on PyPIThe release 7.3.0.post1 exists on PyPI and both SHA-256 hashes in your requirements file match the upstream wheel and sdist.
• File jupyter/datascience/ubi9-python-3.12/requirements.txt, lines 2655-2657
• smart-open-7.3.0.post1 wheel hash: c73661a2c24bf045c1e04e08fffc585b59af023fe783d57896f590489db66fb4
• smart-open-7.3.0.post1 sdist hash: ce6a3d9bc1afbf6234ad13c010b77f8cd36d24636811e3c52c3b5160f5214d1ejupyter/rocm/pytorch/ubi9-python-3.12/requirements.txt (2)
8-10: absl-py minor bump looks good.The upgrade to 2.3.1 is compatible with Python 3.12 and has no known API breakage for the libraries in this image.
2675-2679:smart-openpost-release: double-check cross-image Python constraints.
7.3.0 → 7.3.0.post1introduces the explicit<4.0&>=3.8classifier. That is fine for this Python 3.12 image, but if the same synced requirements land in any remaining 3.7-based image the resolver will now fail.No action required here, just ensure
sync-requirements-txt.shdoesn’t propagate this file verbatim to images that still pin Python 3.7.jupyter/pytorch/ubi9-python-3.12/requirements.txt (1)
8-10: absl-py patch upgrade looks safe – just run the smoke testsPatch bump to 2.3.1 should be ABI-compatible, but absl-py is pulled in by TensorBoard and other TF tooling; run the image-level notebooks/tests to be sure nothing regressed.
jupyter/tensorflow/ubi9-python-3.12/requirements.txt (2)
7-9: Upgrade to absl-py 2.3.1 LGTM
Nothing in the TensorFlow 2.18 stack or the rest of this requirements file conflicts with 2.3.1, and the new build keeps thepython_version >= "3.8"guard, which still covers all supported images (3.11 & 3.12).
2817-2819: No conflicting smart-open upper bounds detected
Allsmart-openpins across images usepython_version < '4.0'(ranging from 7.0.5 to 7.3.0.post1), so there’s no conflicting upper bound. Please run your S3/GCS integration tests to confirm that our storage helpers continue to work withsmart-open==7.3.0.post1.Files checked:
- codeserver/ubi9-python-3.11/requirements.txt (7.0.5)
- codeserver/ubi9-python-3.12/requirements.txt (7.0.5)
- jupyter/*/ubi9-python-3.11/requirements.txt (7.3.0)
- jupyter/*/ubi9-python-3.12/requirements.txt (7.3.0.post1)
- runtimes/*/ubi9-python-3.11/requirements.txt (7.3.0)
codeserver/ubi9-python-3.12/README.md (1)
18-21: Command unsafe for multiple tagsThe
podman images … | sort -r | head -n1pattern assumes lexical sort order matches semver precedence. Consider using--format {{.Created}}for a stable newest-image lookup.codeserver/ubi9-python-3.12/kustomize/base/kustomization.yaml (1)
8-10: Ensure thenameinpod.yamlmatches the transformer reference.Kustomize only rewrites the image when the
container.imagestring exactly equalscodeserver-workbench.
Please double-checkpod.yamlto avoid a silent “image not updated” bug.codeserver/ubi9-python-3.12/Pipfile (1)
19-30: Verify Py 3.12 wheel availability for heavy packages.Some pinned versions (e.g.
scipy 1.15.2,kubeflow-training 1.9.2) may not yet publish cp312 wheels, which will break the image build.
Please run a dry-run lock or build to confirm all pins resolve for Python 3.12.codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/passwd.template (1)
1-16: LGTM! Standard passwd template with proper placeholders.The passwd template follows standard Unix format with appropriate system users and placeholder variables for dynamic container user assignment. This is a common pattern for supporting arbitrary UIDs in container environments.
codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi (1)
1-4: LGTM! Proper CGI headers.The CGI script correctly sets HTTP status and content-type headers according to CGI standards.
codeserver/ubi9-python-3.12/requirements.txt (2)
1-1: Good practice using generated requirements with integrity hashes.The requirements file is properly generated from a Pipfile.lock with cryptographic hashes for supply chain security. This follows Python packaging best practices.
3-4: Verify PyTorch CUDA compatibility for the UBI9-Python 3.12 imageI didn’t find any CUDA references in
codeserver/ubi9-python-3.12/or its Dockerfiles, yet the extra index URL pulls CUDA 11.8 wheels. Please confirm one of the following:
- The container (or its host) installs CUDA 11.8 so that
--extra-index-url https://download.pytorch.org/whl/cu118resolves correctly.- This image is intended for CPU-only use (or a different CUDA version), in which case update or remove the extra index URL.
codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template (5)
4-7: LGTM! Proper API health check routing.The location block correctly redirects API probe requests to the health endpoint with access logging disabled for performance.
48-48: Upstreamworkbench_serverConfirmed
Theupstream workbench_serverblock is defined incodeserver/ubi9-python-3.12/nginx/httpconf/http.conf, so theproxy_pass http://workbench_server/;reference is valid. No further changes needed.
18-21: custom_scheme variable definition verified
The$custom_schemevariable is defined incodeserver/ubi9-python-3.12/nginx/httpconf/http.confvia a map directive, so no further action is needed:• nginx/httpconf/http.conf
map $http_x_forwarded_proto $custom_scheme { default $scheme; https https; }
62-62: Confirmed: Customjsonlog format and$loggablevariable are defined
Both the log format and conditional logging map exist in the main HTTP configuration—no changes needed.• In nginx/httpconf/http.conf:
–log_format json escape=json …
–map $request $loggable { ~\/codeserver\/healthz 0; default 1; }
29-29: Confirm Unix socket path and permissionsBoth nginx and supervisord reference the same socket (
/var/run/fcgiwrap.socket), but you must ensure NGINX can write to it at runtime:
- Supervisord (codeserver/ubi9-python-3.12/supervisord/supervisord.conf, lines 6–10):
[program:fcgiwrap] command=/usr/sbin/fcgiwrap -s unix:/var/run/fcgiwrap.socket autostart=true autorestart=true redirect_stderr=true- NGINX template (codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template, line 29):
fastcgi_pass unix:/var/run/fcgiwrap.socket;Please verify at container startup that:
/var/run/fcgiwrap.socketis created.- Its ownership and mode (e.g.
root:nginxwith0660, or0666) allow the NGINX worker user to connect.- If needed, add a
user=orchmod/chownstep in your supervisord or entrypoint script to adjust the socket permissions.codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix (1)
1-72: LGTM: Well-structured NGINX proxy configuration.The configuration properly handles:
- API endpoint routing with appropriate redirects
- FastCGI processing for kernel status requests
- WebSocket support for code-server
- Custom logging with JSON format
- OpenShift compatibility with variable substitution
The proxy configuration follows NGINX best practices and integrates well with the overall architecture.
codeserver/ubi9-python-3.12/nginx/httpconf/http.conf (1)
1-48: LGTM: Comprehensive HTTP configuration with excellent WebSocket and logging support.The configuration effectively implements:
- WebSocket upgrade handling with proper connection mapping
- Intelligent logging exclusion for health check endpoints
- Sophisticated timestamp formatting to match Jupyter output format
- Custom JSON logging format for culling integration
- Proper upstream server definition with appropriate settings
The extensive comments and well-structured map directives demonstrate good practices for maintaining complex NGINX configurations.
codeserver/ubi9-python-3.12/Dockerfile.cpu (3)
21-24: Binary download security tracked in existing issue.The oc client download lacks checksum verification, which is a security concern for supply chain integrity.
Based on the retrieved learnings, this security concern is already tracked in issue #1241 "Security: Add checksum verification for downloaded binaries in Python 3.12 images" which covers all binary download security concerns across the repository.
86-96: LGTM: Excellent OpenShift compatibility implementation.The comprehensive comments and permission setup properly handle multiple UID:GID combinations required for OpenShift deployment scenarios. This follows best practices for container security and portability.
134-143: LGTM: Proper dependency management and OpenShift compatibility.The micropipenv installation and cleanup process correctly:
- Uses the team's established pattern for cross-platform dependency locking
- Handles OpenShift permission requirements with group write access
- Properly cleans up temporary files
codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh
Show resolved
Hide resolved
codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh
Show resolved
Hide resolved
codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh
Show resolved
Hide resolved
jiridanek
force-pushed
the
jd_vscode_py3.12
branch
from
5217fce to
2ecbc80
Compare
There was a problem hiding this comment.
Actionable comments posted: 2
♻️ Duplicate comments (18)
codeserver/ubi9-python-3.12/kustomize/base/pod.yaml (2)
9-15: Add a minimalsecurityContextto satisfy baseline / restricted PSP/PSA
Running the container as root withallowPrivilegeEscalationenabled will fail on OpenShift clusters enforcing Pod Security. Re-use the pattern already tracked in issue #1212:imagePullPolicy: Always + securityContext: + runAsNonRoot: true + runAsUser: 1001 + allowPrivilegeEscalation: false + capabilities: + drop: ["ALL"]
14-15: Container exposes the wrong port (8585 ≠ code-server default 8787)
The image runs code-server on 8787, but the manifest still advertises 8585.
This breaks probes & services that target the default port.- - containerPort: 8585 + - containerPort: 8787codeserver/ubi9-python-3.12/utils/process.sh (4)
1-2: Strict-mode (set -euo pipefail) still not enabledThis was raised previously (issue #1303) but the script is unchanged.
Please add strict-mode right after the she-bang to fail fast and surface hidden errors.
6-6:echo "… $@"triggers ShellCheck SC2145The
$@array expansion is still unquoted inside a string.
Use$*or separate the arguments to avoid collapsing and quoting issues (tracked in issue #1272).
10-14: Redundant secondwaitstill drops the real exit statusThe pattern
wait $PID ; trap - … ; wait $PIDreaps the child twice and can exit 127.
See note already recorded in issue #1295.
17-19: Un-guardedkill -TERM $PID
stop_processstill fires without checking/quoting$PID, risking “no such process” and globbing.
Covered in issue #1295.codeserver/ubi9-python-3.12/run-nginx.sh (4)
5-5: Strict-mode hardening already tracked (#1308).
No further action needed here.
12-15: Deprecated-atest operator already covered (#1276).
The portability fix is being tracked; nothing to add.
21-21: SC2155 & quoting concerns already addressed (#1274 / #1283).
Avoid repeating the same suggestion.
23-23: Unsafe in-place overwrite already tracked (#1285).
Issue covers atomic write & failure handling.codeserver/ubi9-python-3.12/run-code-server.sh (8)
1-2: Strict-mode still missing – see issue #1310The request to add
set -euo pipefailhas already been tracked.
No further action needed here.
5-5: Unsafe globbing has an open fix (issue #1281)
Sourcing with a bare glob is still present; refer to the existing issue.
7-10: Background-daemon lifecycle gap already tracked (issue #1298)
Startup verification / signal-coupling is unchanged.
17-17: Unquoted command substitution – already logged (issue #1283)
20-40:create_dir_and_fileerror-handling tracked (issue #1284)
90-101: Extension copy loop robustness covered by issue #1293
113-121: IPv6 heuristic & bind-addr override tracked (issue #1298)
124-129: Missing start-process error check – see issue #1282
🧹 Nitpick comments (5)
codeserver/ubi9-python-3.12/kustomize/base/pod.yaml (1)
14-22: Consider adding readiness / liveness probes for better test fidelity
Even for “test-only” pods, cheap HTTP probes guard against regressions and shorten feedback loops.ports: - - containerPort: 8585 + - containerPort: 8787 + readinessProbe: + httpGet: + path: / + port: 8787 + initialDelaySeconds: 10 + periodSeconds: 5 + livenessProbe: + httpGet: + path: / + port: 8787 + initialDelaySeconds: 30 + periodSeconds: 10codeserver/ubi9-python-3.12/README.md (1)
18-21: Markdown lint (MD014): drop$prompts or show expected output
The$prompt markers trigger MD014. Either remove them (preferred for copy-paste) or add an output block.-```bash -$ export LATEST_TAG=`podman images --format "{{.Repository}}:{{.Tag}}" | grep "$QUAY_IO:codeserver-ubi9-python-3.12-$WORKBENCH_RELEASE" | sort -r | head -n1 | cut -d':' -f2` -$ podman run -it -p 8787:8787 $QUAY_IO:$LATEST_TAG -``` +```bash +LATEST_TAG=$(podman images --format '{{.Repository}}:{{.Tag}}' | + grep "$QUAY_IO:codeserver-ubi9-python-3.12-$WORKBENCH_RELEASE" | + sort -r | head -n1 | cut -d':' -f2) +podman run -it -p 8787:8787 "$QUAY_IO:$LATEST_TAG" +```codeserver/ubi9-python-3.12/utils/process.sh (1)
3-15: Consider replacing the BG/dual-wait logic withexecRunning the command in the background, trapping, and double-waiting adds complexity and race-windows.
A simpler, container-friendly pattern is to exec the target process so it becomes PID 1 and inherits signals automatically:- echo "Running command: $@" - "$@" & - - PID=$! - wait "$PID" - trap - TERM INT - wait "$PID" - STATUS=$? - exit "$STATUS" + echo "Running command: $*" + exec "$@"Benefits: no extra shell process, signals are forwarded natively, no manual
wait/killbookkeeping.
Validate this fits your supervisor/entrypoint design before adopting.codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh (1)
23-23: Typo: “prefered” → “preferred”Minor spelling fix in the log message comment for professionalism and searchability.
- # Custom file is prefered + # Custom file is preferredcodeserver/ubi9-python-3.12/run-code-server.sh (1)
11-14: Use prompt escapes instead of a subshell in PS1
$(pwd)spawns a subshell on every prompt refresh and can break when the path contains control chars. Bash provides\w/\Wfor the working directory.- echo 'PS1="\[\033[34;1m\][\$(pwd)]\[\033[0m\]\n\[\033[1;0m\]$ \[\033[0m\]"' > /opt/app-root/src/.bashrc + echo 'PS1="\[\033[34;1m\][\w]\[\033[0m\]\n\[\033[1;0m\]$ \[\033[0m\]"' > /opt/app-root/src/.bashrc
📜 Review details
Configuration used: .coderabbit.yaml
Review profile: CHILL
Plan: Pro
⛔ Files ignored due to path filters (1)
codeserver/ubi9-python-3.12/Pipfile.lockis excluded by!**/*.lock
📒 Files selected for processing (20)
Makefile(2 hunks)codeserver/ubi9-python-3.12/Dockerfile.cpu(1 hunks)codeserver/ubi9-python-3.12/Pipfile(1 hunks)codeserver/ubi9-python-3.12/README.md(1 hunks)codeserver/ubi9-python-3.12/kustomize/base/kustomization.yaml(1 hunks)codeserver/ubi9-python-3.12/kustomize/base/pod.yaml(1 hunks)codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi(1 hunks)codeserver/ubi9-python-3.12/nginx/httpconf/http.conf(1 hunks)codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user(1 hunks)codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/passwd.template(1 hunks)codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/scl_enable(1 hunks)codeserver/ubi9-python-3.12/nginx/root/opt/app-root/nginxconf.sed(1 hunks)codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh(1 hunks)codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template(1 hunks)codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix(1 hunks)codeserver/ubi9-python-3.12/requirements.txt(1 hunks)codeserver/ubi9-python-3.12/run-code-server.sh(1 hunks)codeserver/ubi9-python-3.12/run-nginx.sh(1 hunks)codeserver/ubi9-python-3.12/supervisord/supervisord.conf(1 hunks)codeserver/ubi9-python-3.12/utils/process.sh(1 hunks)
✅ Files skipped from review due to trivial changes (3)
- codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user
- Makefile
- codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template
🚧 Files skipped from review as they are similar to previous changes (11)
- codeserver/ubi9-python-3.12/kustomize/base/kustomization.yaml
- codeserver/ubi9-python-3.12/nginx/root/opt/app-root/nginxconf.sed
- codeserver/ubi9-python-3.12/Pipfile
- codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/passwd.template
- codeserver/ubi9-python-3.12/supervisord/supervisord.conf
- codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi
- codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/scl_enable
- codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix
- codeserver/ubi9-python-3.12/Dockerfile.cpu
- codeserver/ubi9-python-3.12/nginx/httpconf/http.conf
- codeserver/ubi9-python-3.12/requirements.txt
🧰 Additional context used
🧠 Learnings (7)
📓 Common learnings
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1298 was successfully created with comprehensive problem description covering race conditions, failure detection, orphaned processes, and signal handling, along with multiple solution options, phased acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. A comprehensive issue was created covering race conditions, failure detection, process lifecycle coupling, and signal handling with detailed problem descriptions, multiple solution options, phased acceptance criteria, testing approach, and proper context linking, following the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:31:35.667Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1295 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:22-29
Timestamp: 2025-07-02T18:27:51.097Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues from PR review comments in opendatahub-io/notebooks, turning specific code quality concerns into systematic improvements tracked with proper context, acceptance criteria, and cross-references. Issue #1266 demonstrates this pattern by expanding a specific error handling concern in load_expected_versions() into a repository-wide improvement initiative.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:1-2
Timestamp: 2025-07-03T16:08:47.225Z
Learning: jiridanek requested GitHub issue creation for shell strict mode improvement in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1310 was created with comprehensive problem description covering silent failures, production risks, implementation guidance with code examples, acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for the codeserver image entrypoint script.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:6-6
Timestamp: 2025-07-03T12:31:19.195Z
Learning: jiridanek requested GitHub issue creation for CGI script error handling improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1286 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user:4-9
Timestamp: 2025-07-03T16:05:35.426Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user during PR #1269 review. A comprehensive issue was created covering silent failures, unquoted variable expansions, missing template validation, and strict mode implementation with detailed problem descriptions, phased acceptance criteria, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T16:04:22.683Z
Learning: jiridanek requested GitHub issue creation for shell script quality improvements in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh during PR #1269 review. Issue #1307 was created with comprehensive problem description covering variable scoping issues, POSIX compliance concerns, multiple solution options, acceptance criteria, implementation guidance with code examples, testing approaches, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:03:45.020Z
Learning: The Python 3.11 infrastructure for ROCm TensorFlow images in opendatahub-io/notebooks is already properly configured in the Makefile with both BASE_DIRS entries for Pipfile lock renewals and all-images targets for CI builds, requiring only commenting out the corresponding Python 3.12 entries when downgrading due to wheel availability issues.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1247
File: .github/workflows/build-notebooks-TEMPLATE.yaml:50-53
Timestamp: 2025-07-01T14:36:52.852Z
Learning: In the opendatahub-io/notebooks repository, the test runner's Python version (configured in GitHub Actions UV setup) intentionally doesn't need to match the Python version of the container images being tested. jiridanek's team uses Python 3.12 for running tests while images may use different Python versions (like 3.11), and this approach works fine since the test code is separate from the application code running inside the containers.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1197
File: runtimes/minimal/ubi9-python-3.11/requirements.txt:395-405
Timestamp: 2025-06-26T15:28:35.416Z
Learning: psutil version 7.x is compatible with UBI9, CentOS Stream 9, and RHEL 9 platforms in the opendatahub-io/notebooks repository. The upgrade from psutil 5.x to 7.x has been validated for these environments.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:20-40
Timestamp: 2025-07-03T12:27:09.739Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/run-code-server.sh create_dir_and_file function during PR #1269 review. Issue #1284 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-01T10:41:56.419Z
Learning: jiridanek's team uses containerized dependency locking for cross-platform compatibility in opendatahub-io/notebooks. They run `pipenv lock` inside UBI9 containers with specific platform arguments (`--platform=linux/amd64 --python-version 3.12`) to avoid host OS dependency conflicts when generating Pipfile.lock files.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Dockerfile.rocm:34-37
Timestamp: 2025-07-02T18:19:23.024Z
Learning: In the opendatahub-io/notebooks repository, issue #1241 "Security: Add checksum verification for downloaded binaries in Python 3.12 images" covers the security concern about verifying downloaded binaries including the oc client. Red Hat does not provide signed RPM packages for the OpenShift CLI (oc) in UBI9 official repositories, making manual binary download with checksum verification the recommended approach.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:1-3
Timestamp: 2025-07-03T12:07:19.365Z
Learning: jiridanek consistently requests GitHub issue creation for technical improvements identified during code reviews in opendatahub-io/notebooks, ensuring systematic tracking of code quality enhancements like shell script portability issues with comprehensive descriptions, solution options, and acceptance criteria.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/utils/process.sh:17-19
Timestamp: 2025-07-03T14:00:00.909Z
Learning: jiridanek efficiently identifies when CodeRabbit review suggestions are already covered by existing comprehensive issues, demonstrating excellent issue management and avoiding duplicate tracking of the same improvements across multiple locations.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1151
File: jupyter/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:31-34
Timestamp: 2025-07-01T07:03:05.385Z
Learning: jiridanek demonstrates excellent pattern recognition for identifying duplicated code issues across the opendatahub-io/notebooks repository. When spotting a potential problem in test notebooks, he correctly assesses that such patterns are likely replicated across multiple similar files rather than being isolated incidents, leading to more effective systematic solutions.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Dockerfile.rocm:56-66
Timestamp: 2025-07-02T18:19:49.397Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues for security concerns raised during PR reviews in opendatahub-io/notebooks, ensuring systematic tracking and resolution of supply-chain security improvements like GPG signature verification for package repositories.
codeserver/ubi9-python-3.12/README.md (13)
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. A comprehensive issue was created covering race conditions, failure detection, process lifecycle coupling, and signal handling with detailed problem descriptions, multiple solution options, phased acceptance criteria, testing approach, and proper context linking, following the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1298 was successfully created with comprehensive problem description covering race conditions, failure detection, orphaned processes, and signal handling, along with multiple solution options, phased acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:1-2
Timestamp: 2025-07-03T16:08:47.225Z
Learning: jiridanek requested GitHub issue creation for shell strict mode improvement in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1310 was created with comprehensive problem description covering silent failures, production risks, implementation guidance with code examples, acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for the codeserver image entrypoint script.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user:4-9
Timestamp: 2025-07-03T16:05:35.426Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user during PR #1269 review. A comprehensive issue was created covering silent failures, unquoted variable expansions, missing template validation, and strict mode implementation with detailed problem descriptions, phased acceptance criteria, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:20-40
Timestamp: 2025-07-03T12:27:09.739Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/run-code-server.sh create_dir_and_file function during PR #1269 review. Issue #1284 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T16:04:22.683Z
Learning: jiridanek requested GitHub issue creation for shell script quality improvements in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh during PR #1269 review. Issue #1307 was created with comprehensive problem description covering variable scoping issues, POSIX compliance concerns, multiple solution options, acceptance criteria, implementation guidance with code examples, testing approaches, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:6-6
Timestamp: 2025-07-03T12:31:19.195Z
Learning: jiridanek requested GitHub issue creation for CGI script error handling improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1286 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/utils/process.sh:1-2
Timestamp: 2025-07-03T16:00:46.140Z
Learning: jiridanek requested GitHub issue creation for shell script strict-mode improvement in codeserver/ubi9-python-3.12/utils/process.sh during PR #1269 review. Issue #1303 was created with comprehensive problem description covering silent failures and production risks, phased acceptance criteria for basic strict-mode implementation and enhanced error handling, implementation guidance with code examples and flag explanations, benefits section, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:17-17
Timestamp: 2025-07-03T12:26:24.084Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for unquoted command substitution in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1283 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:31:35.667Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1295 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1247
File: .github/workflows/build-notebooks-TEMPLATE.yaml:50-53
Timestamp: 2025-07-01T14:36:52.852Z
Learning: In the opendatahub-io/notebooks repository, the test runner's Python version (configured in GitHub Actions UV setup) intentionally doesn't need to match the Python version of the container images being tested. jiridanek's team uses Python 3.12 for running tests while images may use different Python versions (like 3.11), and this approach works fine since the test code is separate from the application code running inside the containers.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:03:45.020Z
Learning: The Python 3.11 infrastructure for ROCm TensorFlow images in opendatahub-io/notebooks is already properly configured in the Makefile with both BASE_DIRS entries for Pipfile lock renewals and all-images targets for CI builds, requiring only commenting out the corresponding Python 3.12 entries when downgrading due to wheel availability issues.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Dockerfile.rocm:34-37
Timestamp: 2025-07-02T18:19:23.024Z
Learning: In the opendatahub-io/notebooks repository, issue #1241 "Security: Add checksum verification for downloaded binaries in Python 3.12 images" covers the security concern about verifying downloaded binaries including the oc client. Red Hat does not provide signed RPM packages for the OpenShift CLI (oc) in UBI9 official repositories, making manual binary download with checksum verification the recommended approach.
codeserver/ubi9-python-3.12/kustomize/base/pod.yaml (33)
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1230
File: jupyter/pytorch/ubi9-python-3.12/kustomize/components/accelerator/pod-patch.yaml:11-22
Timestamp: 2025-06-30T14:36:53.890Z
Learning: The pod-patch.yaml file in jupyter/pytorch/ubi9-python-3.12/kustomize/components/accelerator/ is used only for running tests, not production deployments. This affects the risk assessment for resource management configurations like sizeLimit on emptyDir volumes.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. A comprehensive issue was created covering race conditions, failure detection, process lifecycle coupling, and signal handling with detailed problem descriptions, multiple solution options, phased acceptance criteria, testing approach, and proper context linking, following the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1298 was successfully created with comprehensive problem description covering race conditions, failure detection, orphaned processes, and signal handling, along with multiple solution options, phased acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-16T11:32:09.203Z
Learning: Runtime deployment tests in opendatahub-io/notebooks may show PodSecurity warnings about allowPrivilegeEscalation, capabilities, runAsNonRoot, and seccompProfile settings. These warnings occur on OpenShift but not on GitHub Actions because GitHub Actions uses upstream Kubernetes without SecurityContextConstraints (SCC).
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T16:04:22.683Z
Learning: jiridanek requested GitHub issue creation for shell script quality improvements in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh during PR #1269 review. Issue #1307 was created with comprehensive problem description covering variable scoping issues, POSIX compliance concerns, multiple solution options, acceptance criteria, implementation guidance with code examples, testing approaches, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T12:08:47.691Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for POSIX compliance and security issues in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh. Issue #1275 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:1-2
Timestamp: 2025-07-03T16:08:47.225Z
Learning: jiridanek requested GitHub issue creation for shell strict mode improvement in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1310 was created with comprehensive problem description covering silent failures, production risks, implementation guidance with code examples, acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for the codeserver image entrypoint script.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T14:03:10.842Z
Learning: jiridanek requested GitHub issue creation for IPv6 detection heuristic and bind address override improvements in codeserver image during PR #1269 review. Issue #1298 was created with comprehensive problem description, robust detection logic, environment variable override, acceptance criteria, and proper context linking, following the established pattern of systematic configuration and robustness enhancements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user:4-9
Timestamp: 2025-07-03T16:05:35.426Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user during PR #1269 review. A comprehensive issue was created covering silent failures, unquoted variable expansions, missing template validation, and strict mode implementation with detailed problem descriptions, phased acceptance criteria, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:17-17
Timestamp: 2025-07-03T12:26:24.084Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for unquoted command substitution in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1283 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:5-6
Timestamp: 2025-07-03T16:04:30.475Z
Learning: jiridanek requested GitHub issue creation for shell script strict mode improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review. Issue #1308 was created with comprehensive problem description covering limitations of `set -e`, detailed solution with `set -euo pipefail`, benefits explanation for each flag, acceptance criteria, risk assessment, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for shell scripts.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:23-23
Timestamp: 2025-07-03T12:29:24.067Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review, specifically for replacing unsafe in-place file modification with tee. Issue #1285 was created with comprehensive problem descriptions, risk assessment, recommended atomic file operations solution, acceptance criteria, and proper context linking.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1230
File: jupyter/pytorch/ubi9-python-3.12/kustomize/base/statefulset.yaml:54-60
Timestamp: 2025-06-30T14:43:08.138Z
Learning: Issue #1212 in opendatahub-io/notebooks demonstrates that missing securityContext configuration (allowPrivilegeEscalation, runAsNonRoot, seccompProfile) causes runtime pods to fail reaching ready state and timeout after 300s on OpenShift due to PodSecurity policy violations.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/utils/process.sh:1-2
Timestamp: 2025-07-03T16:00:46.140Z
Learning: jiridanek requested GitHub issue creation for shell script strict-mode improvement in codeserver/ubi9-python-3.12/utils/process.sh during PR #1269 review. Issue #1303 was created with comprehensive problem description covering silent failures and production risks, phased acceptance criteria for basic strict-mode implementation and enhanced error handling, implementation guidance with code examples and flag explanations, benefits section, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:59:15.788Z
Learning: jiridanek creates targeted GitHub issues for specific test quality improvements identified during PR reviews in opendatahub-io/notebooks. Issue #1268 demonstrates this by converting a review comment about insufficient tf2onnx conversion test validation into a comprehensive improvement plan with clear acceptance criteria, code examples, and ROCm-specific context.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:1-3
Timestamp: 2025-07-03T12:07:19.365Z
Learning: jiridanek consistently requests GitHub issue creation for technical improvements identified during code reviews in opendatahub-io/notebooks, ensuring systematic tracking of code quality enhancements like shell script portability issues with comprehensive descriptions, solution options, and acceptance criteria.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1151
File: jupyter/tensorflow/ubi9-python-3.12/kustomize/base/statefulset.yaml:11-17
Timestamp: 2025-07-01T06:50:37.115Z
Learning: jiridanek manages StatefulSet selector issues systematically across multiple images in opendatahub-io/notebooks. When the same configuration issue (empty spec.selector and template.metadata.labels) appears in different images like jupyter/minimal and jupyter/tensorflow, he tracks them under a single coordinated effort rather than creating duplicate issues for each affected image.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:20-40
Timestamp: 2025-07-03T12:27:09.739Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/run-code-server.sh create_dir_and_file function during PR #1269 review. Issue #1284 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/utils/process.sh:17-19
Timestamp: 2025-07-03T14:00:00.909Z
Learning: jiridanek efficiently identifies when CodeRabbit review suggestions are already covered by existing comprehensive issues, demonstrating excellent issue management and avoiding duplicate tracking of the same improvements across multiple locations.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:6-6
Timestamp: 2025-07-03T12:31:19.195Z
Learning: jiridanek requested GitHub issue creation for CGI script error handling improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1286 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1289 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:33:55.209Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1296 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library compatibility concern in PR #1269, specifically about potential S3/GCS backend functionality loss due to smart-open dropping implicit extras since version 6.x. Issue creation follows established pattern of comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:1-5
Timestamp: 2025-07-03T14:08:35.749Z
Learning: jiridanek requested GitHub issue creation for CGI script strict mode improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1300 was created with comprehensive problem description covering silent failures, production risks, phased acceptance criteria for basic strict mode and enhanced error handling, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.rocm:43-55
Timestamp: 2025-07-01T06:48:21.070Z
Learning: When security concerns are raised during PR reviews in opendatahub-io/notebooks, comprehensive follow-up issues are created (often by CodeRabbit) to track all related security enhancements with clear acceptance criteria and implementation guidance. This ensures security improvements are systematically addressed in dedicated efforts rather than blocking current deliverables.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:22-29
Timestamp: 2025-07-02T18:27:51.097Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues from PR review comments in opendatahub-io/notebooks, turning specific code quality concerns into systematic improvements tracked with proper context, acceptance criteria, and cross-references. Issue #1266 demonstrates this pattern by expanding a specific error handling concern in load_expected_versions() into a repository-wide improvement initiative.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:5-5
Timestamp: 2025-07-03T12:25:26.453Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvements identified during PR #1269 review, specifically for unsafe globbing patterns in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1281 was created with comprehensive problem descriptions, solution options, acceptance criteria, and proper context linking, following the established pattern for systematic tracking of technical improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue #1299 was successfully created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue was created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:31:35.667Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1295 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-01T07:11:44.903Z
Learning: Resource limits in StatefulSet manifests in opendatahub-io/notebooks are configured for testing purposes, not production deployments. This affects risk assessment when reviewing resource configurations like memory and CPU limits.
codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh (30)
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T16:04:22.683Z
Learning: jiridanek requested GitHub issue creation for shell script quality improvements in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh during PR #1269 review. Issue #1307 was created with comprehensive problem description covering variable scoping issues, POSIX compliance concerns, multiple solution options, acceptance criteria, implementation guidance with code examples, testing approaches, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T12:08:47.691Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for POSIX compliance and security issues in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh. Issue #1275 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user:4-9
Timestamp: 2025-07-03T16:05:35.426Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user during PR #1269 review. A comprehensive issue was created covering silent failures, unquoted variable expansions, missing template validation, and strict mode implementation with detailed problem descriptions, phased acceptance criteria, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:23-23
Timestamp: 2025-07-03T12:29:24.067Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review, specifically for replacing unsafe in-place file modification with tee. Issue #1285 was created with comprehensive problem descriptions, risk assessment, recommended atomic file operations solution, acceptance criteria, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:5-6
Timestamp: 2025-07-03T16:04:30.475Z
Learning: jiridanek requested GitHub issue creation for shell script strict mode improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review. Issue #1308 was created with comprehensive problem description covering limitations of set -e, detailed solution with set -euo pipefail, benefits explanation for each flag, acceptance criteria, risk assessment, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for shell scripts.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:20-40
Timestamp: 2025-07-03T12:27:09.739Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/run-code-server.sh create_dir_and_file function during PR #1269 review. Issue #1284 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:31:35.667Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1295 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:17-17
Timestamp: 2025-07-03T12:26:24.084Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for unquoted command substitution in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1283 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T14:04:05.280Z
Learning: In opendatahub-io/notebooks, shell scripting robustness and efficiency issues in extension management loops (such as unquoted globs, word-splitting, and unnecessary repeated copies in run-code-server.sh) are systematically tracked and fixed by quoting variables, using cp -a --, and toggling nullglob, following the established pattern of operational correctness improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:5-5
Timestamp: 2025-07-03T12:25:26.453Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvements identified during PR #1269 review, specifically for unsafe globbing patterns in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1281 was created with comprehensive problem descriptions, solution options, acceptance criteria, and proper context linking, following the established pattern for systematic tracking of technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:1-2
Timestamp: 2025-07-03T16:08:47.225Z
Learning: jiridanek requested GitHub issue creation for shell strict mode improvement in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1310 was created with comprehensive problem description covering silent failures, production risks, implementation guidance with code examples, acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for the codeserver image entrypoint script.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/utils/process.sh:1-2
Timestamp: 2025-07-03T16:00:46.140Z
Learning: jiridanek requested GitHub issue creation for shell script strict-mode improvement in codeserver/ubi9-python-3.12/utils/process.sh during PR #1269 review. Issue #1303 was created with comprehensive problem description covering silent failures and production risks, phased acceptance criteria for basic strict-mode implementation and enhanced error handling, implementation guidance with code examples and flag explanations, benefits section, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:6-6
Timestamp: 2025-07-03T12:31:19.195Z
Learning: jiridanek requested GitHub issue creation for CGI script error handling improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1286 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:1-3
Timestamp: 2025-07-03T12:07:19.365Z
Learning: jiridanek consistently requests GitHub issue creation for technical improvements identified during code reviews in opendatahub-io/notebooks, ensuring systematic tracking of code quality enhancements like shell script portability issues with comprehensive descriptions, solution options, and acceptance criteria.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:33:55.209Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1296 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1289 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1298 was successfully created with comprehensive problem description covering race conditions, failure detection, orphaned processes, and signal handling, along with multiple solution options, phased acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:1-5
Timestamp: 2025-07-03T14:08:35.749Z
Learning: jiridanek requested GitHub issue creation for CGI script strict mode improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1300 was created with comprehensive problem description covering silent failures, production risks, phased acceptance criteria for basic strict mode and enhanced error handling, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. A comprehensive issue was created covering race conditions, failure detection, process lifecycle coupling, and signal handling with detailed problem descriptions, multiple solution options, phased acceptance criteria, testing approach, and proper context linking, following the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:59:15.788Z
Learning: jiridanek creates targeted GitHub issues for specific test quality improvements identified during PR reviews in opendatahub-io/notebooks. Issue #1268 demonstrates this by converting a review comment about insufficient tf2onnx conversion test validation into a comprehensive improvement plan with clear acceptance criteria, code examples, and ROCm-specific context.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:10-10
Timestamp: 2025-07-03T12:31:26.098Z
Learning: jiridanek requested GitHub issue creation for CGI script timestamp validation improvement identified during PR #1269 review, specifically for handling invalid timestamp data in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi to prevent malformed output and improve reliability.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.rocm:43-55
Timestamp: 2025-07-01T06:48:21.070Z
Learning: When security concerns are raised during PR reviews in opendatahub-io/notebooks, comprehensive follow-up issues are created (often by CodeRabbit) to track all related security enhancements with clear acceptance criteria and implementation guidance. This ensures security improvements are systematically addressed in dedicated efforts rather than blocking current deliverables.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:22-29
Timestamp: 2025-07-02T18:27:51.097Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues from PR review comments in opendatahub-io/notebooks, turning specific code quality concerns into systematic improvements tracked with proper context, acceptance criteria, and cross-references. Issue #1266 demonstrates this pattern by expanding a specific error handling concern in load_expected_versions() into a repository-wide improvement initiative.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue #1299 was successfully created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue was created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.cpu:21-24
Timestamp: 2025-07-01T06:48:13.154Z
Learning: jiridanek creates comprehensive follow-up issues from review comments that expand scope appropriately, include clear acceptance criteria, proper backlinks, and structured implementation guidance. Issue #1241 demonstrates this by turning a specific oc client checksum concern into a thorough security enhancement plan covering all downloaded binaries across the Python 3.12 implementation.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library compatibility concern in PR #1269, specifically about potential S3/GCS backend functionality loss due to smart-open dropping implicit extras since version 6.x. Issue creation follows established pattern of comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:10-10
Timestamp: 2025-07-03T12:31:26.098Z
Learning: jiridanek requested GitHub issue creation for CGI script timestamp validation improvement identified during PR #1269 review, specifically for handling invalid timestamp data in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi to prevent malformed output and improve reliability. Issue #1287 was created with comprehensive problem descriptions, solution options, acceptance criteria, and proper context linking.
</retrieved_learning>
codeserver/ubi9-python-3.12/run-code-server.sh (40)
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:20-40
Timestamp: 2025-07-03T12:27:09.739Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/run-code-server.sh create_dir_and_file function during PR #1269 review. Issue #1284 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:1-2
Timestamp: 2025-07-03T16:08:47.225Z
Learning: jiridanek requested GitHub issue creation for shell strict mode improvement in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1310 was created with comprehensive problem description covering silent failures, production risks, implementation guidance with code examples, acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for the codeserver image entrypoint script.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. A comprehensive issue was created covering race conditions, failure detection, process lifecycle coupling, and signal handling with detailed problem descriptions, multiple solution options, phased acceptance criteria, testing approach, and proper context linking, following the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:17-17
Timestamp: 2025-07-03T12:26:24.084Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for unquoted command substitution in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1283 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user:4-9
Timestamp: 2025-07-03T16:05:35.426Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user during PR #1269 review. A comprehensive issue was created covering silent failures, unquoted variable expansions, missing template validation, and strict mode implementation with detailed problem descriptions, phased acceptance criteria, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T16:04:22.683Z
Learning: jiridanek requested GitHub issue creation for shell script quality improvements in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh during PR #1269 review. Issue #1307 was created with comprehensive problem description covering variable scoping issues, POSIX compliance concerns, multiple solution options, acceptance criteria, implementation guidance with code examples, testing approaches, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:23-23
Timestamp: 2025-07-03T12:29:24.067Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review, specifically for replacing unsafe in-place file modification with tee. Issue #1285 was created with comprehensive problem descriptions, risk assessment, recommended atomic file operations solution, acceptance criteria, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1298 was successfully created with comprehensive problem description covering race conditions, failure detection, orphaned processes, and signal handling, along with multiple solution options, phased acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:5-6
Timestamp: 2025-07-03T16:04:30.475Z
Learning: jiridanek requested GitHub issue creation for shell script strict mode improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review. Issue #1308 was created with comprehensive problem description covering limitations of set -e, detailed solution with set -euo pipefail, benefits explanation for each flag, acceptance criteria, risk assessment, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for shell scripts.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:5-5
Timestamp: 2025-07-03T12:25:26.453Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvements identified during PR #1269 review, specifically for unsafe globbing patterns in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1281 was created with comprehensive problem descriptions, solution options, acceptance criteria, and proper context linking, following the established pattern for systematic tracking of technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T14:04:05.280Z
Learning: In opendatahub-io/notebooks, shell scripting robustness and efficiency issues in extension management loops (such as unquoted globs, word-splitting, and unnecessary repeated copies in run-code-server.sh) are systematically tracked and fixed by quoting variables, using cp -a --, and toggling nullglob, following the established pattern of operational correctness improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/utils/process.sh:1-2
Timestamp: 2025-07-03T16:00:46.140Z
Learning: jiridanek requested GitHub issue creation for shell script strict-mode improvement in codeserver/ubi9-python-3.12/utils/process.sh during PR #1269 review. Issue #1303 was created with comprehensive problem description covering silent failures and production risks, phased acceptance criteria for basic strict-mode implementation and enhanced error handling, implementation guidance with code examples and flag explanations, benefits section, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T12:08:47.691Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for POSIX compliance and security issues in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh. Issue #1275 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue was created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:10-10
Timestamp: 2025-07-03T12:31:26.098Z
Learning: jiridanek requested GitHub issue creation for CGI script timestamp validation improvement identified during PR #1269 review, specifically for handling invalid timestamp data in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi to prevent malformed output and improve reliability.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue #1299 was successfully created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:10-10
Timestamp: 2025-07-03T12:31:26.098Z
Learning: jiridanek requested GitHub issue creation for CGI script timestamp validation improvement identified during PR #1269 review, specifically for handling invalid timestamp data in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi to prevent malformed output and improve reliability. Issue #1287 was created with comprehensive problem descriptions, solution options, acceptance criteria, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:6-6
Timestamp: 2025-07-03T12:31:19.195Z
Learning: jiridanek requested GitHub issue creation for CGI script error handling improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1286 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:1-3
Timestamp: 2025-07-03T12:07:19.365Z
Learning: jiridanek consistently requests GitHub issue creation for technical improvements identified during code reviews in opendatahub-io/notebooks, ensuring systematic tracking of code quality enhancements like shell script portability issues with comprehensive descriptions, solution options, and acceptance criteria.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:33:55.209Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1296 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1289 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:1-5
Timestamp: 2025-07-03T14:08:35.749Z
Learning: jiridanek requested GitHub issue creation for CGI script strict mode improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1300 was created with comprehensive problem description covering silent failures, production risks, phased acceptance criteria for basic strict mode and enhanced error handling, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:59:15.788Z
Learning: jiridanek creates targeted GitHub issues for specific test quality improvements identified during PR reviews in opendatahub-io/notebooks. Issue #1268 demonstrates this by converting a review comment about insufficient tf2onnx conversion test validation into a comprehensive improvement plan with clear acceptance criteria, code examples, and ROCm-specific context.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.rocm:43-55
Timestamp: 2025-07-01T06:48:21.070Z
Learning: When security concerns are raised during PR reviews in opendatahub-io/notebooks, comprehensive follow-up issues are created (often by CodeRabbit) to track all related security enhancements with clear acceptance criteria and implementation guidance. This ensures security improvements are systematically addressed in dedicated efforts rather than blocking current deliverables.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library compatibility concern in PR #1269, specifically about potential S3/GCS backend functionality loss due to smart-open dropping implicit extras since version 6.x. Issue creation follows established pattern of comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:31:35.667Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1295 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:22-29
Timestamp: 2025-07-02T18:27:51.097Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues from PR review comments in opendatahub-io/notebooks, turning specific code quality concerns into systematic improvements tracked with proper context, acceptance criteria, and cross-references. Issue #1266 demonstrates this pattern by expanding a specific error handling concern in load_expected_versions() into a repository-wide improvement initiative.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T15:59:05.657Z
Learning: jiridanek requested GitHub issue creation for supervisord restart policy optimization identified during PR #1269 review, specifically for changing fcgiwrap autorestart from 'true' to 'unexpected' with exitcodes=0 to prevent unnecessary restarts during clean container shutdowns. Issue #1294 was created with comprehensive problem analysis, configuration changes, testing approach, risk assessment, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-16T11:32:09.203Z
Learning: Test failures in opendatahub-io/notebooks should be categorized as either repository bugs (code/configuration issues) or infrastructure issues (CI platform problems) for proper diagnosis and resolution.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:32:05.701Z
Learning: jiridanek consolidates related issues systematically in opendatahub-io/notebooks. When multiple issues (#1265, #1264, #1251) stem from the same root cause (kustomize label/selector conflicts), he combines them into a single master issue (#1236) that addresses the problem comprehensively across all affected images rather than maintaining separate issues for each component.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:32:05.701Z
Learning: jiridanek consolidates related issues systematically in opendatahub-io/notebooks. When multiple issues (#1265, #1264, #1251) stem from the same root cause (kustomize label/selector conflicts), he combines them into a single master issue (#1236) that addresses the problem comprehensively across all affected images rather than maintaining separate issues for each component.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:32:05.701Z
Learning: jiridanek consolidates related issues systematically in opendatahub-io/notebooks. When multiple issues (#1265, #1264, #1251) stem from the same root cause (kustomize label/selector conflicts), he combines them into a single master issue (#1236) that addresses the problem comprehensively across all affected images rather than maintaining separate issues for each component.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/requirements.txt:435-444
Timestamp: 2025-07-03T13:59:55.040Z
Learning: jiridanek requested GitHub issue creation for numpy/scipy compatibility investigation in PR #1269, specifically for cases where theoretical version conflicts don't manifest as actual build failures. Issue #1297 was created with comprehensive investigation framework, acceptance criteria, runtime testing approach, and proper context linking, demonstrating the pattern of creating investigation-type issues for apparent but non-blocking technical concerns that require deeper understanding.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.rocm:43-55
Timestamp: 2025-07-01T06:48:21.070Z
Learning: When jiridanek encounters security feedback during PR reviews in opendatahub-io/notebooks, he creates dedicated GitHub issues to track them as follow-up improvements rather than blocking the current PR. This demonstrates effective project management by separating immediate deliverables from security enhancements that require dedicated testing and validation.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Dockerfile.rocm:56-66
Timestamp: 2025-07-02T18:19:49.397Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues for security concerns raised during PR reviews in opendatahub-io/notebooks, ensuring systematic tracking and resolution of supply-chain security improvements like GPG signature verification for package repositories.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.cpu:21-24
Timestamp: 2025-07-01T06:48:13.154Z
Learning: jiridanek creates comprehensive follow-up issues from review comments that expand scope appropriately, include clear acceptance criteria, proper backlinks, and structured implementation guidance. Issue #1241 demonstrates this by turning a specific oc client checksum concern into a thorough security enhancement plan covering all downloaded binaries across the Python 3.12 implementation.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1258
File: codeserver/ubi9-python-3.11/Dockerfile.cpu:55-56
Timestamp: 2025-07-03T08:22:25.348Z
Learning: jiridanek directs security concerns raised during PR reviews to existing comprehensive security issues rather than addressing them in individual PRs. Issue #1241 "Security: Add checksum verification for downloaded binaries in Python 3.12 images" serves as the central tracking issue for all binary download security concerns across the opendatahub-io/notebooks repository.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-30T19:44:57.656Z
Learning: In the opendatahub-io/notebooks repository, jiridanek effectively manages comprehensive PR reviews by tracking all feedback as follow-up GitHub issues rather than blocking merge of high-quality implementations. This demonstrates excellent project management practices for balancing current deliverables with future improvements.
</retrieved_learning>
codeserver/ubi9-python-3.12/run-nginx.sh (32)
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T16:04:22.683Z
Learning: jiridanek requested GitHub issue creation for shell script quality improvements in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh during PR #1269 review. Issue #1307 was created with comprehensive problem description covering variable scoping issues, POSIX compliance concerns, multiple solution options, acceptance criteria, implementation guidance with code examples, testing approaches, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:23-23
Timestamp: 2025-07-03T12:29:24.067Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review, specifically for replacing unsafe in-place file modification with tee. Issue #1285 was created with comprehensive problem descriptions, risk assessment, recommended atomic file operations solution, acceptance criteria, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T12:08:47.691Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for POSIX compliance and security issues in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh. Issue #1275 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user:4-9
Timestamp: 2025-07-03T16:05:35.426Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user during PR #1269 review. A comprehensive issue was created covering silent failures, unquoted variable expansions, missing template validation, and strict mode implementation with detailed problem descriptions, phased acceptance criteria, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:5-6
Timestamp: 2025-07-03T16:04:30.475Z
Learning: jiridanek requested GitHub issue creation for shell script strict mode improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review. Issue #1308 was created with comprehensive problem description covering limitations of set -e, detailed solution with set -euo pipefail, benefits explanation for each flag, acceptance criteria, risk assessment, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for shell scripts.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:20-40
Timestamp: 2025-07-03T12:27:09.739Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/run-code-server.sh create_dir_and_file function during PR #1269 review. Issue #1284 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. A comprehensive issue was created covering race conditions, failure detection, process lifecycle coupling, and signal handling with detailed problem descriptions, multiple solution options, phased acceptance criteria, testing approach, and proper context linking, following the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:6-6
Timestamp: 2025-07-03T12:31:19.195Z
Learning: jiridanek requested GitHub issue creation for CGI script error handling improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1286 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1298 was successfully created with comprehensive problem description covering race conditions, failure detection, orphaned processes, and signal handling, along with multiple solution options, phased acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:1-2
Timestamp: 2025-07-03T16:08:47.225Z
Learning: jiridanek requested GitHub issue creation for shell strict mode improvement in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1310 was created with comprehensive problem description covering silent failures, production risks, implementation guidance with code examples, acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for the codeserver image entrypoint script.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:1-5
Timestamp: 2025-07-03T14:08:35.749Z
Learning: jiridanek requested GitHub issue creation for CGI script strict mode improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1300 was created with comprehensive problem description covering silent failures, production risks, phased acceptance criteria for basic strict mode and enhanced error handling, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue was created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue #1299 was successfully created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T14:01:42.792Z
Learning: In opendatahub-io/notebooks, NGINX configuration blocks with access_log off; placed after a return directive do not suppress logging as intended, since NGINX ignores directives after return. Such issues are systematically tracked and fixed by moving access_log off; before the return statement, following the established pattern of operational correctness improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:17-17
Timestamp: 2025-07-03T12:26:24.084Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for unquoted command substitution in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1283 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T14:04:05.280Z
Learning: In opendatahub-io/notebooks, shell scripting robustness and efficiency issues in extension management loops (such as unquoted globs, word-splitting, and unnecessary repeated copies in run-code-server.sh) are systematically tracked and fixed by quoting variables, using cp -a --, and toggling nullglob, following the established pattern of operational correctness improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/utils/process.sh:1-2
Timestamp: 2025-07-03T16:00:46.140Z
Learning: jiridanek requested GitHub issue creation for shell script strict-mode improvement in codeserver/ubi9-python-3.12/utils/process.sh during PR #1269 review. Issue #1303 was created with comprehensive problem description covering silent failures and production risks, phased acceptance criteria for basic strict-mode implementation and enhanced error handling, implementation guidance with code examples and flag explanations, benefits section, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template:52-52
Timestamp: 2025-07-03T12:40:40.885Z
Learning: jiridanek requested GitHub issue creation for nginx proxy read timeout improvement identified during PR #1269 review, specifically for reducing the 20-day timeout in codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template to prevent resource exhaustion and security risks. Issue #1288 was created with comprehensive problem description, risk assessment, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:10-10
Timestamp: 2025-07-03T12:31:26.098Z
Learning: jiridanek requested GitHub issue creation for CGI script timestamp validation improvement identified during PR #1269 review, specifically for handling invalid timestamp data in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi to prevent malformed output and improve reliability.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:1-3
Timestamp: 2025-07-03T12:07:19.365Z
Learning: jiridanek consistently requests GitHub issue creation for technical improvements identified during code reviews in opendatahub-io/notebooks, ensuring systematic tracking of code quality enhancements like shell script portability issues with comprehensive descriptions, solution options, and acceptance criteria.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:33:55.209Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1296 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1289 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:59:15.788Z
Learning: jiridanek creates targeted GitHub issues for specific test quality improvements identified during PR reviews in opendatahub-io/notebooks. Issue #1268 demonstrates this by converting a review comment about insufficient tf2onnx conversion test validation into a comprehensive improvement plan with clear acceptance criteria, code examples, and ROCm-specific context.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.rocm:43-55
Timestamp: 2025-07-01T06:48:21.070Z
Learning: When security concerns are raised during PR reviews in opendatahub-io/notebooks, comprehensive follow-up issues are created (often by CodeRabbit) to track all related security enhancements with clear acceptance criteria and implementation guidance. This ensures security improvements are systematically addressed in dedicated efforts rather than blocking current deliverables.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:22-29
Timestamp: 2025-07-02T18:27:51.097Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues from PR review comments in opendatahub-io/notebooks, turning specific code quality concerns into systematic improvements tracked with proper context, acceptance criteria, and cross-references. Issue #1266 demonstrates this pattern by expanding a specific error handling concern in load_expected_versions() into a repository-wide improvement initiative.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:31:35.667Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1295 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.cpu:21-24
Timestamp: 2025-07-01T06:48:13.154Z
Learning: jiridanek creates comprehensive follow-up issues from review comments that expand scope appropriately, include clear acceptance criteria, proper backlinks, and structured implementation guidance. Issue #1241 demonstrates this by turning a specific oc client checksum concern into a thorough security enhancement plan covering all downloaded binaries across the Python 3.12 implementation.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:5-5
Timestamp: 2025-07-03T12:25:26.453Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvements identified during PR #1269 review, specifically for unsafe globbing patterns in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1281 was created with comprehensive problem descriptions, solution options, acceptance criteria, and proper context linking, following the established pattern for systematic tracking of technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library compatibility concern in PR #1269, specifically about potential S3/GCS backend functionality loss due to smart-open dropping implicit extras since version 6.x. Issue creation follows established pattern of comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/utils/process.sh:17-19
Timestamp: 2025-07-03T14:00:00.909Z
Learning: jiridanek efficiently identifies when CodeRabbit review suggestions are already covered by existing comprehensive issues, demonstrating excellent issue management and avoiding duplicate tracking of the same improvements across multiple locations.
</retrieved_learning>
codeserver/ubi9-python-3.12/utils/process.sh (40)
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. A comprehensive issue was created covering race conditions, failure detection, process lifecycle coupling, and signal handling with detailed problem descriptions, multiple solution options, phased acceptance criteria, testing approach, and proper context linking, following the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/utils/process.sh:1-2
Timestamp: 2025-07-03T16:00:46.140Z
Learning: jiridanek requested GitHub issue creation for shell script strict-mode improvement in codeserver/ubi9-python-3.12/utils/process.sh during PR #1269 review. Issue #1303 was created with comprehensive problem description covering silent failures and production risks, phased acceptance criteria for basic strict-mode implementation and enhanced error handling, implementation guidance with code examples and flag explanations, benefits section, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1298 was successfully created with comprehensive problem description covering race conditions, failure detection, orphaned processes, and signal handling, along with multiple solution options, phased acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:20-40
Timestamp: 2025-07-03T12:27:09.739Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/run-code-server.sh create_dir_and_file function during PR #1269 review. Issue #1284 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:31:35.667Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1295 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:1-2
Timestamp: 2025-07-03T16:08:47.225Z
Learning: jiridanek requested GitHub issue creation for shell strict mode improvement in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1310 was created with comprehensive problem description covering silent failures, production risks, implementation guidance with code examples, acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for the codeserver image entrypoint script.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:17-17
Timestamp: 2025-07-03T12:26:24.084Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for unquoted command substitution in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1283 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user:4-9
Timestamp: 2025-07-03T16:05:35.426Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user during PR #1269 review. A comprehensive issue was created covering silent failures, unquoted variable expansions, missing template validation, and strict mode implementation with detailed problem descriptions, phased acceptance criteria, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:5-6
Timestamp: 2025-07-03T16:04:30.475Z
Learning: jiridanek requested GitHub issue creation for shell script strict mode improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review. Issue #1308 was created with comprehensive problem description covering limitations of set -e, detailed solution with set -euo pipefail, benefits explanation for each flag, acceptance criteria, risk assessment, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for shell scripts.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T16:04:22.683Z
Learning: jiridanek requested GitHub issue creation for shell script quality improvements in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh during PR #1269 review. Issue #1307 was created with comprehensive problem description covering variable scoping issues, POSIX compliance concerns, multiple solution options, acceptance criteria, implementation guidance with code examples, testing approaches, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:5-5
Timestamp: 2025-07-03T12:25:26.453Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvements identified during PR #1269 review, specifically for unsafe globbing patterns in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1281 was created with comprehensive problem descriptions, solution options, acceptance criteria, and proper context linking, following the established pattern for systematic tracking of technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:6-6
Timestamp: 2025-07-03T12:31:19.195Z
Learning: jiridanek requested GitHub issue creation for CGI script error handling improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1286 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:1-3
Timestamp: 2025-07-03T12:07:19.365Z
Learning: jiridanek consistently requests GitHub issue creation for technical improvements identified during code reviews in opendatahub-io/notebooks, ensuring systematic tracking of code quality enhancements like shell script portability issues with comprehensive descriptions, solution options, and acceptance criteria.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:33:55.209Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1296 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1289 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:1-5
Timestamp: 2025-07-03T14:08:35.749Z
Learning: jiridanek requested GitHub issue creation for CGI script strict mode improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1300 was created with comprehensive problem description covering silent failures, production risks, phased acceptance criteria for basic strict mode and enhanced error handling, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:59:15.788Z
Learning: jiridanek creates targeted GitHub issues for specific test quality improvements identified during PR reviews in opendatahub-io/notebooks. Issue #1268 demonstrates this by converting a review comment about insufficient tf2onnx conversion test validation into a comprehensive improvement plan with clear acceptance criteria, code examples, and ROCm-specific context.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:10-10
Timestamp: 2025-07-03T12:31:26.098Z
Learning: jiridanek requested GitHub issue creation for CGI script timestamp validation improvement identified during PR #1269 review, specifically for handling invalid timestamp data in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi to prevent malformed output and improve reliability.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.rocm:43-55
Timestamp: 2025-07-01T06:48:21.070Z
Learning: When security concerns are raised during PR reviews in opendatahub-io/notebooks, comprehensive follow-up issues are created (often by CodeRabbit) to track all related security enhancements with clear acceptance criteria and implementation guidance. This ensures security improvements are systematically addressed in dedicated efforts rather than blocking current deliverables.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:22-29
Timestamp: 2025-07-02T18:27:51.097Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues from PR review comments in opendatahub-io/notebooks, turning specific code quality concerns into systematic improvements tracked with proper context, acceptance criteria, and cross-references. Issue #1266 demonstrates this pattern by expanding a specific error handling concern in load_expected_versions() into a repository-wide improvement initiative.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.cpu:21-24
Timestamp: 2025-07-01T06:48:13.154Z
Learning: jiridanek creates comprehensive follow-up issues from review comments that expand scope appropriately, include clear acceptance criteria, proper backlinks, and structured implementation guidance. Issue #1241 demonstrates this by turning a specific oc client checksum concern into a thorough security enhancement plan covering all downloaded binaries across the Python 3.12 implementation.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:32:05.701Z
Learning: jiridanek consolidates related issues systematically in opendatahub-io/notebooks. When multiple issues (#1265, #1264, #1251) stem from the same root cause (kustomize label/selector conflicts), he combines them into a single master issue (#1236) that addresses the problem comprehensively across all affected images rather than maintaining separate issues for each component.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:32:05.701Z
Learning: jiridanek consolidates related issues systematically in opendatahub-io/notebooks. When multiple issues (#1265, #1264, #1251) stem from the same root cause (kustomize label/selector conflicts), he combines them into a single master issue (#1236) that addresses the problem comprehensively across all affected images rather than maintaining separate issues for each component.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:32:05.701Z
Learning: jiridanek consolidates related issues systematically in opendatahub-io/notebooks. When multiple issues (#1265, #1264, #1251) stem from the same root cause (kustomize label/selector conflicts), he combines them into a single master issue (#1236) that addresses the problem comprehensively across all affected images rather than maintaining separate issues for each component.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-30T19:44:57.656Z
Learning: In the opendatahub-io/notebooks repository, jiridanek effectively manages comprehensive PR reviews by tracking all feedback as follow-up GitHub issues rather than blocking merge of high-quality implementations. This demonstrates excellent project management practices for balancing current deliverables with future improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1151
File: jupyter/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:24-30
Timestamp: 2025-07-01T06:57:26.974Z
Learning: In the opendatahub-io/notebooks repository, jiridanek's team relies on strict CI process enforcement to handle potentially fragile code patterns like hard-coded relative paths. They accept some code fragility when it's mitigated through reliable CI setup and process controls, rather than always requiring code-level fixes.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1258
File: codeserver/ubi9-python-3.11/Dockerfile.cpu:55-56
Timestamp: 2025-07-03T08:22:25.348Z
Learning: jiridanek directs security concerns raised during PR reviews to existing comprehensive security issues rather than addressing them in individual PRs. Issue #1241 "Security: Add checksum verification for downloaded binaries in Python 3.12 images" serves as the central tracking issue for all binary download security concerns across the opendatahub-io/notebooks repository.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1151
File: jupyter/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:31-34
Timestamp: 2025-07-01T07:03:05.385Z
Learning: jiridanek demonstrates excellent pattern recognition for identifying duplicated code issues across the opendatahub-io/notebooks repository. When spotting a potential problem in test notebooks, he correctly assesses that such patterns are likely replicated across multiple similar files rather than being isolated incidents, leading to more effective systematic solutions.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Dockerfile.rocm:56-66
Timestamp: 2025-07-02T18:19:49.397Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues for security concerns raised during PR reviews in opendatahub-io/notebooks, ensuring systematic tracking and resolution of supply-chain security improvements like GPG signature verification for package repositories.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.rocm:43-55
Timestamp: 2025-07-01T06:48:21.070Z
Learning: When jiridanek encounters security feedback during PR reviews in opendatahub-io/notebooks, he creates dedicated GitHub issues to track them as follow-up improvements rather than blocking the current PR. This demonstrates effective project management by separating immediate deliverables from security enhancements that require dedicated testing and validation.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/utils/process.sh:17-19
Timestamp: 2025-07-03T14:00:00.909Z
Learning: jiridanek efficiently identifies when CodeRabbit review suggestions are already covered by existing comprehensive issues, demonstrating excellent issue management and avoiding duplicate tracking of the same improvements across multiple locations.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-16T11:32:09.203Z
Learning: In the opendatahub-io/notebooks repository, there is a known issue with missing runtimes/rocm/pytorch/ubi9-python-3.11/kustomize/base/kustomization.yaml file that causes rocm runtime tests to fail with "no such file or directory" error. This is tracked in JIRA RHOAIENG-22044 and was intended to be fixed in PR #1015.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-16T11:32:09.203Z
Learning: Test failures in opendatahub-io/notebooks should be categorized as either repository bugs (code/configuration issues) or infrastructure issues (CI platform problems) for proper diagnosis and resolution.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue #1299 was successfully created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue was created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T12:08:47.691Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for POSIX compliance and security issues in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh. Issue #1275 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library compatibility concern in PR #1269, specifically about potential S3/GCS backend functionality loss due to smart-open dropping implicit extras since version 6.x. Issue creation follows established pattern of comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:10-10
Timestamp: 2025-07-03T12:31:26.098Z
Learning: jiridanek requested GitHub issue creation for CGI script timestamp validation improvement identified during PR #1269 review, specifically for handling invalid timestamp data in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi to prevent malformed output and improve reliability. Issue #1287 was created with comprehensive problem descriptions, solution options, acceptance criteria, and proper context linking.
</retrieved_learning>
🧬 Code Graph Analysis (1)
codeserver/ubi9-python-3.12/run-code-server.sh (1)
codeserver/ubi9-python-3.12/utils/process.sh (1)
start_process(3-15)
🪛 markdownlint-cli2 (0.17.2)
codeserver/ubi9-python-3.12/README.md
19-19: Dollar signs used before commands without showing output
(MD014, commands-show-output)
20-20: Dollar signs used before commands without showing output
(MD014, commands-show-output)
🪛 Checkov (3.2.334)
codeserver/ubi9-python-3.12/kustomize/base/pod.yaml
[MEDIUM] 2-22: Containers should not run with allowPrivilegeEscalation
(CKV_K8S_20)
[MEDIUM] 2-22: Minimize the admission of root containers
(CKV_K8S_23)
🪛 Shellcheck (0.10.0)
codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh
[warning] 4-11: 'function' keyword is non-standard. Delete it.
(SC2112)
[warning] 5-5: In POSIX sh, 'local' is undefined.
(SC3043)
[warning] 16-31: 'function' keyword is non-standard. Delete it.
(SC2112)
[warning] 17-17: In POSIX sh, 'local' is undefined.
(SC3043)
[warning] 25-25: In POSIX sh, 'source' in place of '.' is undefined.
(SC3046)
[warning] 25-25: ShellCheck can't follow non-constant source. Use a directive to specify location.
(SC1090)
[warning] 27-27: In POSIX sh, 'source' in place of '.' is undefined.
(SC3046)
[warning] 27-27: ShellCheck can't follow non-constant source. Use a directive to specify location.
(SC1090)
[warning] 30-30: In POSIX sh, here-strings are undefined.
(SC3011)
codeserver/ubi9-python-3.12/run-code-server.sh
[warning] 5-5: ShellCheck can't follow non-constant source. Use a directive to specify location.
(SC1090)
[warning] 17-17: Quote this to prevent word splitting.
(SC2046)
codeserver/ubi9-python-3.12/run-nginx.sh
[warning] 12-12: Prefer [ p ] && [ q ] as [ p -a q ] is not well defined.
(SC2166)
[warning] 21-21: Declare and assign separately to avoid masking return values.
(SC2155)
codeserver/ubi9-python-3.12/utils/process.sh
[error] 6-6: Argument mixes string and array. Use * or separate argument.
(SC2145)
codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh
Show resolved
Hide resolved
There was a problem hiding this comment.
Actionable comments posted: 3
♻️ Duplicate comments (18)
codeserver/ubi9-python-3.12/kustomize/base/pod.yaml (2)
14-15: Port still mismatched – should be 8787
The container exposes 8585, while code-server listens on 8787. This was already flagged and issue #1304 tracks the fix.
8-15:securityContextstill missing
Running as root withallowPrivilegeEscalationviolates baseline/restricted PSA. Covered by issue #1212.codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh (3)
1-1: Shebang contradicts Bash-only syntax – already raised
The script starts with/bin/shyet later relies onfunction,local,source, and here-strings which are Bash-specific.
4-11:files_matchedleaks into global scope – already raised
Not declaring itlocalpollutes the caller’s environment and defeats scoping.
16-30: Portability / safety problems inprocess_extending_files– already raised
Unquoted vars, Bash-only constructs (source, here-string), and[ $filename ]tests are fragile.codeserver/ubi9-python-3.12/README.md (2)
5-14: Markdown lint MD014 already trackedThe
$prompt markers trigger MD014. This was already captured in Issue #1290; no further action required here.
18-21: Markdown lint MD014 already trackedSame MD014 prompt markers as above, covered by Issue #1290.
codeserver/ubi9-python-3.12/utils/process.sh (4)
1-2: Strict-mode still missing (duplicate of previous feedback).
Earlier reviews already requested addingset -euo pipefailright after the she-bang and a tracking issue (#1303) exists.
6-6: ShellCheck SC2145 –$@inecho(already flagged).
The mix of string and array inecho "Running command: $@"was pointed out before and is tracked; no further action here.
10-13: Redundant secondwaitdrops the child exit status (already tracked).
The double-wait pattern causes the script to exit with127; this is covered in issue #1295.
17-19: Unquoted / uncheckedkill -TERM $PID(already covered).
Quoting and guarding against empty$PIDis tracked in the same comprehensive issue (#1295).codeserver/ubi9-python-3.12/run-code-server.sh (7)
1-2: Strict-mode still missing – see issue #1310Adding
set -euo pipefailwas already discussed and tracked; nothing new to add here.
5-5: Unsafe globbing insource– covered by issue #1281The non-constant
source ${SCRIPT_DIR}/utils/*.shcan fail when no files match and breaks ShellCheck SC1090.
7-10: Backgrounding nginx & supervisord without health checks – tracked in issue #1298Process-lifecycle coupling, race-condition detection and cleanup are already addressed; no further action here.
17-17: Unquoted command substitution – tracked in issue #1283
$(date -Iseconds)needs quoting to avoid word-splitting. Already filed.
19-40:create_dir_and_filelacks validation / error handling – issue #1284Refactor suggestions and error-handling improvements are already recorded; duplicating here.
86-104: Extension copy loop: glob/quoting issues – covered by issue #1295Unquoted globs (
/opt/app-root/extensions-temp/*/) and missingnullglobhandling are already on file.
114-121: IPv6 detection heuristic & bind-address override – see issue #1298Presence of
/proc/net/if_inet6alone is insufficient; robust check andBIND_ADDR_OVERRIDEenv var are tracked elsewhere.
🧹 Nitpick comments (4)
codeserver/ubi9-python-3.12/kustomize/base/pod.yaml (1)
16-22: Right-size resource requests/limits
Identical requests and limits can block vertical scaling during synthetic load tests. Consider lowering requests (e.g., 100m / 128 Mi) to leave headroom for co-scheduled Pods.codeserver/ubi9-python-3.12/README.md (1)
3-4: Avoid “following … following” repetitionThe wording is a bit clunky. Consider removing one instance of “following” for brevity.
codeserver/ubi9-python-3.12/run-nginx.sh (2)
7-7: Quote sourced path for defensive scripting-source ${NGINX_CONTAINER_SCRIPTS_PATH}/common.sh +source "${NGINX_CONTAINER_SCRIPTS_PATH}/common.sh"Prevents word-splitting/globbing if the variable ever contains spaces.
12-15: Create log directory before symlinking
ln -sfsilently fails when the target directory is missing, dropping logs. Safeguard with:- /bin/ln -sf /dev/stdout ${NGINX_LOG_PATH}/access.log - /bin/ln -sf /dev/stderr ${NGINX_LOG_PATH}/error.log + mkdir -p "${NGINX_LOG_PATH}" + ln -sf /dev/stdout "${NGINX_LOG_PATH}/access.log" + ln -sf /dev/stderr "${NGINX_LOG_PATH}/error.log"Ensures logging works even when
NGINX_LOG_PATHisn’t pre-created.
📜 Review details
Configuration used: .coderabbit.yaml
Review profile: CHILL
Plan: Pro
⛔ Files ignored due to path filters (1)
codeserver/ubi9-python-3.12/Pipfile.lockis excluded by!**/*.lock
📒 Files selected for processing (20)
Makefile(2 hunks)codeserver/ubi9-python-3.12/Dockerfile.cpu(1 hunks)codeserver/ubi9-python-3.12/Pipfile(1 hunks)codeserver/ubi9-python-3.12/README.md(1 hunks)codeserver/ubi9-python-3.12/kustomize/base/kustomization.yaml(1 hunks)codeserver/ubi9-python-3.12/kustomize/base/pod.yaml(1 hunks)codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi(1 hunks)codeserver/ubi9-python-3.12/nginx/httpconf/http.conf(1 hunks)codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user(1 hunks)codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/passwd.template(1 hunks)codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/scl_enable(1 hunks)codeserver/ubi9-python-3.12/nginx/root/opt/app-root/nginxconf.sed(1 hunks)codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh(1 hunks)codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template(1 hunks)codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix(1 hunks)codeserver/ubi9-python-3.12/requirements.txt(1 hunks)codeserver/ubi9-python-3.12/run-code-server.sh(1 hunks)codeserver/ubi9-python-3.12/run-nginx.sh(1 hunks)codeserver/ubi9-python-3.12/supervisord/supervisord.conf(1 hunks)codeserver/ubi9-python-3.12/utils/process.sh(1 hunks)
✅ Files skipped from review due to trivial changes (3)
- codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user
- codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template
- codeserver/ubi9-python-3.12/nginx/httpconf/http.conf
🚧 Files skipped from review as they are similar to previous changes (11)
- codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/scl_enable
- codeserver/ubi9-python-3.12/supervisord/supervisord.conf
- codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/passwd.template
- codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi
- codeserver/ubi9-python-3.12/kustomize/base/kustomization.yaml
- Makefile
- codeserver/ubi9-python-3.12/nginx/root/opt/app-root/nginxconf.sed
- codeserver/ubi9-python-3.12/Pipfile
- codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix
- codeserver/ubi9-python-3.12/requirements.txt
- codeserver/ubi9-python-3.12/Dockerfile.cpu
🧰 Additional context used
🧠 Learnings (7)
📓 Common learnings
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1298 was successfully created with comprehensive problem description covering race conditions, failure detection, orphaned processes, and signal handling, along with multiple solution options, phased acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. A comprehensive issue was created covering race conditions, failure detection, process lifecycle coupling, and signal handling with detailed problem descriptions, multiple solution options, phased acceptance criteria, testing approach, and proper context linking, following the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:31:35.667Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1295 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:1-2
Timestamp: 2025-07-03T16:08:47.225Z
Learning: jiridanek requested GitHub issue creation for shell strict mode improvement in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1310 was created with comprehensive problem description covering silent failures, production risks, implementation guidance with code examples, acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for the codeserver image entrypoint script.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:22-29
Timestamp: 2025-07-02T18:27:51.097Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues from PR review comments in opendatahub-io/notebooks, turning specific code quality concerns into systematic improvements tracked with proper context, acceptance criteria, and cross-references. Issue #1266 demonstrates this pattern by expanding a specific error handling concern in load_expected_versions() into a repository-wide improvement initiative.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:6-6
Timestamp: 2025-07-03T12:31:19.195Z
Learning: jiridanek requested GitHub issue creation for CGI script error handling improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1286 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user:4-9
Timestamp: 2025-07-03T16:05:35.426Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user during PR #1269 review. A comprehensive issue was created covering silent failures, unquoted variable expansions, missing template validation, and strict mode implementation with detailed problem descriptions, phased acceptance criteria, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T16:04:22.683Z
Learning: jiridanek requested GitHub issue creation for shell script quality improvements in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh during PR #1269 review. Issue #1307 was created with comprehensive problem description covering variable scoping issues, POSIX compliance concerns, multiple solution options, acceptance criteria, implementation guidance with code examples, testing approaches, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1247
File: .github/workflows/build-notebooks-TEMPLATE.yaml:50-53
Timestamp: 2025-07-01T14:36:52.852Z
Learning: In the opendatahub-io/notebooks repository, the test runner's Python version (configured in GitHub Actions UV setup) intentionally doesn't need to match the Python version of the container images being tested. jiridanek's team uses Python 3.12 for running tests while images may use different Python versions (like 3.11), and this approach works fine since the test code is separate from the application code running inside the containers.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:03:45.020Z
Learning: The Python 3.11 infrastructure for ROCm TensorFlow images in opendatahub-io/notebooks is already properly configured in the Makefile with both BASE_DIRS entries for Pipfile lock renewals and all-images targets for CI builds, requiring only commenting out the corresponding Python 3.12 entries when downgrading due to wheel availability issues.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-01T10:41:56.419Z
Learning: jiridanek's team uses containerized dependency locking for cross-platform compatibility in opendatahub-io/notebooks. They run `pipenv lock` inside UBI9 containers with specific platform arguments (`--platform=linux/amd64 --python-version 3.12`) to avoid host OS dependency conflicts when generating Pipfile.lock files.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1197
File: runtimes/minimal/ubi9-python-3.11/requirements.txt:395-405
Timestamp: 2025-06-26T15:28:35.416Z
Learning: psutil version 7.x is compatible with UBI9, CentOS Stream 9, and RHEL 9 platforms in the opendatahub-io/notebooks repository. The upgrade from psutil 5.x to 7.x has been validated for these environments.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:20-40
Timestamp: 2025-07-03T12:27:09.739Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/run-code-server.sh create_dir_and_file function during PR #1269 review. Issue #1284 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Dockerfile.rocm:34-37
Timestamp: 2025-07-02T18:19:23.024Z
Learning: In the opendatahub-io/notebooks repository, issue #1241 "Security: Add checksum verification for downloaded binaries in Python 3.12 images" covers the security concern about verifying downloaded binaries including the oc client. Red Hat does not provide signed RPM packages for the OpenShift CLI (oc) in UBI9 official repositories, making manual binary download with checksum verification the recommended approach.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:1-3
Timestamp: 2025-07-03T12:07:19.365Z
Learning: jiridanek consistently requests GitHub issue creation for technical improvements identified during code reviews in opendatahub-io/notebooks, ensuring systematic tracking of code quality enhancements like shell script portability issues with comprehensive descriptions, solution options, and acceptance criteria.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/utils/process.sh:17-19
Timestamp: 2025-07-03T14:00:00.909Z
Learning: jiridanek efficiently identifies when CodeRabbit review suggestions are already covered by existing comprehensive issues, demonstrating excellent issue management and avoiding duplicate tracking of the same improvements across multiple locations.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1151
File: jupyter/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:31-34
Timestamp: 2025-07-01T07:03:05.385Z
Learning: jiridanek demonstrates excellent pattern recognition for identifying duplicated code issues across the opendatahub-io/notebooks repository. When spotting a potential problem in test notebooks, he correctly assesses that such patterns are likely replicated across multiple similar files rather than being isolated incidents, leading to more effective systematic solutions.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Dockerfile.rocm:56-66
Timestamp: 2025-07-02T18:19:49.397Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues for security concerns raised during PR reviews in opendatahub-io/notebooks, ensuring systematic tracking and resolution of supply-chain security improvements like GPG signature verification for package repositories.
codeserver/ubi9-python-3.12/README.md (12)
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. A comprehensive issue was created covering race conditions, failure detection, process lifecycle coupling, and signal handling with detailed problem descriptions, multiple solution options, phased acceptance criteria, testing approach, and proper context linking, following the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1298 was successfully created with comprehensive problem description covering race conditions, failure detection, orphaned processes, and signal handling, along with multiple solution options, phased acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:1-2
Timestamp: 2025-07-03T16:08:47.225Z
Learning: jiridanek requested GitHub issue creation for shell strict mode improvement in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1310 was created with comprehensive problem description covering silent failures, production risks, implementation guidance with code examples, acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for the codeserver image entrypoint script.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user:4-9
Timestamp: 2025-07-03T16:05:35.426Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user during PR #1269 review. A comprehensive issue was created covering silent failures, unquoted variable expansions, missing template validation, and strict mode implementation with detailed problem descriptions, phased acceptance criteria, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:20-40
Timestamp: 2025-07-03T12:27:09.739Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/run-code-server.sh create_dir_and_file function during PR #1269 review. Issue #1284 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T16:04:22.683Z
Learning: jiridanek requested GitHub issue creation for shell script quality improvements in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh during PR #1269 review. Issue #1307 was created with comprehensive problem description covering variable scoping issues, POSIX compliance concerns, multiple solution options, acceptance criteria, implementation guidance with code examples, testing approaches, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:6-6
Timestamp: 2025-07-03T12:31:19.195Z
Learning: jiridanek requested GitHub issue creation for CGI script error handling improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1286 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/utils/process.sh:1-2
Timestamp: 2025-07-03T16:00:46.140Z
Learning: jiridanek requested GitHub issue creation for shell script strict-mode improvement in codeserver/ubi9-python-3.12/utils/process.sh during PR #1269 review. Issue #1303 was created with comprehensive problem description covering silent failures and production risks, phased acceptance criteria for basic strict-mode implementation and enhanced error handling, implementation guidance with code examples and flag explanations, benefits section, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:17-17
Timestamp: 2025-07-03T12:26:24.084Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for unquoted command substitution in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1283 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Pipfile:13-15
Timestamp: 2025-07-03T07:03:45.020Z
Learning: The Python 3.11 infrastructure for ROCm TensorFlow images in opendatahub-io/notebooks is already properly configured in the Makefile with both BASE_DIRS entries for Pipfile lock renewals and all-images targets for CI builds, requiring only commenting out the corresponding Python 3.12 entries when downgrading due to wheel availability issues.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1247
File: .github/workflows/build-notebooks-TEMPLATE.yaml:50-53
Timestamp: 2025-07-01T14:36:52.852Z
Learning: In the opendatahub-io/notebooks repository, the test runner's Python version (configured in GitHub Actions UV setup) intentionally doesn't need to match the Python version of the container images being tested. jiridanek's team uses Python 3.12 for running tests while images may use different Python versions (like 3.11), and this approach works fine since the test code is separate from the application code running inside the containers.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Dockerfile.rocm:34-37
Timestamp: 2025-07-02T18:19:23.024Z
Learning: In the opendatahub-io/notebooks repository, issue #1241 "Security: Add checksum verification for downloaded binaries in Python 3.12 images" covers the security concern about verifying downloaded binaries including the oc client. Red Hat does not provide signed RPM packages for the OpenShift CLI (oc) in UBI9 official repositories, making manual binary download with checksum verification the recommended approach.
codeserver/ubi9-python-3.12/kustomize/base/pod.yaml (33)
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1230
File: jupyter/pytorch/ubi9-python-3.12/kustomize/components/accelerator/pod-patch.yaml:11-22
Timestamp: 2025-06-30T14:36:53.890Z
Learning: The pod-patch.yaml file in jupyter/pytorch/ubi9-python-3.12/kustomize/components/accelerator/ is used only for running tests, not production deployments. This affects the risk assessment for resource management configurations like sizeLimit on emptyDir volumes.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. A comprehensive issue was created covering race conditions, failure detection, process lifecycle coupling, and signal handling with detailed problem descriptions, multiple solution options, phased acceptance criteria, testing approach, and proper context linking, following the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1298 was successfully created with comprehensive problem description covering race conditions, failure detection, orphaned processes, and signal handling, along with multiple solution options, phased acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-16T11:32:09.203Z
Learning: Runtime deployment tests in opendatahub-io/notebooks may show PodSecurity warnings about allowPrivilegeEscalation, capabilities, runAsNonRoot, and seccompProfile settings. These warnings occur on OpenShift but not on GitHub Actions because GitHub Actions uses upstream Kubernetes without SecurityContextConstraints (SCC).
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T16:04:22.683Z
Learning: jiridanek requested GitHub issue creation for shell script quality improvements in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh during PR #1269 review. Issue #1307 was created with comprehensive problem description covering variable scoping issues, POSIX compliance concerns, multiple solution options, acceptance criteria, implementation guidance with code examples, testing approaches, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T12:08:47.691Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for POSIX compliance and security issues in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh. Issue #1275 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:1-2
Timestamp: 2025-07-03T16:08:47.225Z
Learning: jiridanek requested GitHub issue creation for shell strict mode improvement in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1310 was created with comprehensive problem description covering silent failures, production risks, implementation guidance with code examples, acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for the codeserver image entrypoint script.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T14:03:10.842Z
Learning: jiridanek requested GitHub issue creation for IPv6 detection heuristic and bind address override improvements in codeserver image during PR #1269 review. Issue #1298 was created with comprehensive problem description, robust detection logic, environment variable override, acceptance criteria, and proper context linking, following the established pattern of systematic configuration and robustness enhancements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user:4-9
Timestamp: 2025-07-03T16:05:35.426Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user during PR #1269 review. A comprehensive issue was created covering silent failures, unquoted variable expansions, missing template validation, and strict mode implementation with detailed problem descriptions, phased acceptance criteria, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:17-17
Timestamp: 2025-07-03T12:26:24.084Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for unquoted command substitution in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1283 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:5-6
Timestamp: 2025-07-03T16:04:30.475Z
Learning: jiridanek requested GitHub issue creation for shell script strict mode improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review. Issue #1308 was created with comprehensive problem description covering limitations of `set -e`, detailed solution with `set -euo pipefail`, benefits explanation for each flag, acceptance criteria, risk assessment, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for shell scripts.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:23-23
Timestamp: 2025-07-03T12:29:24.067Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review, specifically for replacing unsafe in-place file modification with tee. Issue #1285 was created with comprehensive problem descriptions, risk assessment, recommended atomic file operations solution, acceptance criteria, and proper context linking.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1230
File: jupyter/pytorch/ubi9-python-3.12/kustomize/base/statefulset.yaml:54-60
Timestamp: 2025-06-30T14:43:08.138Z
Learning: Issue #1212 in opendatahub-io/notebooks demonstrates that missing securityContext configuration (allowPrivilegeEscalation, runAsNonRoot, seccompProfile) causes runtime pods to fail reaching ready state and timeout after 300s on OpenShift due to PodSecurity policy violations.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/utils/process.sh:1-2
Timestamp: 2025-07-03T16:00:46.140Z
Learning: jiridanek requested GitHub issue creation for shell script strict-mode improvement in codeserver/ubi9-python-3.12/utils/process.sh during PR #1269 review. Issue #1303 was created with comprehensive problem description covering silent failures and production risks, phased acceptance criteria for basic strict-mode implementation and enhanced error handling, implementation guidance with code examples and flag explanations, benefits section, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:59:15.788Z
Learning: jiridanek creates targeted GitHub issues for specific test quality improvements identified during PR reviews in opendatahub-io/notebooks. Issue #1268 demonstrates this by converting a review comment about insufficient tf2onnx conversion test validation into a comprehensive improvement plan with clear acceptance criteria, code examples, and ROCm-specific context.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:1-3
Timestamp: 2025-07-03T12:07:19.365Z
Learning: jiridanek consistently requests GitHub issue creation for technical improvements identified during code reviews in opendatahub-io/notebooks, ensuring systematic tracking of code quality enhancements like shell script portability issues with comprehensive descriptions, solution options, and acceptance criteria.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1151
File: jupyter/tensorflow/ubi9-python-3.12/kustomize/base/statefulset.yaml:11-17
Timestamp: 2025-07-01T06:50:37.115Z
Learning: jiridanek manages StatefulSet selector issues systematically across multiple images in opendatahub-io/notebooks. When the same configuration issue (empty spec.selector and template.metadata.labels) appears in different images like jupyter/minimal and jupyter/tensorflow, he tracks them under a single coordinated effort rather than creating duplicate issues for each affected image.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:20-40
Timestamp: 2025-07-03T12:27:09.739Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/run-code-server.sh create_dir_and_file function during PR #1269 review. Issue #1284 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/utils/process.sh:17-19
Timestamp: 2025-07-03T14:00:00.909Z
Learning: jiridanek efficiently identifies when CodeRabbit review suggestions are already covered by existing comprehensive issues, demonstrating excellent issue management and avoiding duplicate tracking of the same improvements across multiple locations.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:6-6
Timestamp: 2025-07-03T12:31:19.195Z
Learning: jiridanek requested GitHub issue creation for CGI script error handling improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1286 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1289 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:33:55.209Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1296 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library compatibility concern in PR #1269, specifically about potential S3/GCS backend functionality loss due to smart-open dropping implicit extras since version 6.x. Issue creation follows established pattern of comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:1-5
Timestamp: 2025-07-03T14:08:35.749Z
Learning: jiridanek requested GitHub issue creation for CGI script strict mode improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1300 was created with comprehensive problem description covering silent failures, production risks, phased acceptance criteria for basic strict mode and enhanced error handling, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.rocm:43-55
Timestamp: 2025-07-01T06:48:21.070Z
Learning: When security concerns are raised during PR reviews in opendatahub-io/notebooks, comprehensive follow-up issues are created (often by CodeRabbit) to track all related security enhancements with clear acceptance criteria and implementation guidance. This ensures security improvements are systematically addressed in dedicated efforts rather than blocking current deliverables.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:5-5
Timestamp: 2025-07-03T12:25:26.453Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvements identified during PR #1269 review, specifically for unsafe globbing patterns in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1281 was created with comprehensive problem descriptions, solution options, acceptance criteria, and proper context linking, following the established pattern for systematic tracking of technical improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:22-29
Timestamp: 2025-07-02T18:27:51.097Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues from PR review comments in opendatahub-io/notebooks, turning specific code quality concerns into systematic improvements tracked with proper context, acceptance criteria, and cross-references. Issue #1266 demonstrates this pattern by expanding a specific error handling concern in load_expected_versions() into a repository-wide improvement initiative.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue #1299 was successfully created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue was created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:31:35.667Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1295 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-01T07:11:44.903Z
Learning: Resource limits in StatefulSet manifests in opendatahub-io/notebooks are configured for testing purposes, not production deployments. This affects risk assessment when reviewing resource configurations like memory and CPU limits.
codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh (30)
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T16:04:22.683Z
Learning: jiridanek requested GitHub issue creation for shell script quality improvements in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh during PR #1269 review. Issue #1307 was created with comprehensive problem description covering variable scoping issues, POSIX compliance concerns, multiple solution options, acceptance criteria, implementation guidance with code examples, testing approaches, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T12:08:47.691Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for POSIX compliance and security issues in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh. Issue #1275 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user:4-9
Timestamp: 2025-07-03T16:05:35.426Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user during PR #1269 review. A comprehensive issue was created covering silent failures, unquoted variable expansions, missing template validation, and strict mode implementation with detailed problem descriptions, phased acceptance criteria, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:23-23
Timestamp: 2025-07-03T12:29:24.067Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review, specifically for replacing unsafe in-place file modification with tee. Issue #1285 was created with comprehensive problem descriptions, risk assessment, recommended atomic file operations solution, acceptance criteria, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:5-6
Timestamp: 2025-07-03T16:04:30.475Z
Learning: jiridanek requested GitHub issue creation for shell script strict mode improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review. Issue #1308 was created with comprehensive problem description covering limitations of set -e, detailed solution with set -euo pipefail, benefits explanation for each flag, acceptance criteria, risk assessment, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for shell scripts.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:20-40
Timestamp: 2025-07-03T12:27:09.739Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/run-code-server.sh create_dir_and_file function during PR #1269 review. Issue #1284 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:31:35.667Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1295 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:17-17
Timestamp: 2025-07-03T12:26:24.084Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for unquoted command substitution in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1283 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T14:04:05.280Z
Learning: In opendatahub-io/notebooks, shell scripting robustness and efficiency issues in extension management loops (such as unquoted globs, word-splitting, and unnecessary repeated copies in run-code-server.sh) are systematically tracked and fixed by quoting variables, using cp -a --, and toggling nullglob, following the established pattern of operational correctness improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:5-5
Timestamp: 2025-07-03T12:25:26.453Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvements identified during PR #1269 review, specifically for unsafe globbing patterns in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1281 was created with comprehensive problem descriptions, solution options, acceptance criteria, and proper context linking, following the established pattern for systematic tracking of technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:1-2
Timestamp: 2025-07-03T16:08:47.225Z
Learning: jiridanek requested GitHub issue creation for shell strict mode improvement in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1310 was created with comprehensive problem description covering silent failures, production risks, implementation guidance with code examples, acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for the codeserver image entrypoint script.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/utils/process.sh:1-2
Timestamp: 2025-07-03T16:00:46.140Z
Learning: jiridanek requested GitHub issue creation for shell script strict-mode improvement in codeserver/ubi9-python-3.12/utils/process.sh during PR #1269 review. Issue #1303 was created with comprehensive problem description covering silent failures and production risks, phased acceptance criteria for basic strict-mode implementation and enhanced error handling, implementation guidance with code examples and flag explanations, benefits section, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:6-6
Timestamp: 2025-07-03T12:31:19.195Z
Learning: jiridanek requested GitHub issue creation for CGI script error handling improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1286 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:1-3
Timestamp: 2025-07-03T12:07:19.365Z
Learning: jiridanek consistently requests GitHub issue creation for technical improvements identified during code reviews in opendatahub-io/notebooks, ensuring systematic tracking of code quality enhancements like shell script portability issues with comprehensive descriptions, solution options, and acceptance criteria.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:33:55.209Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1296 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1289 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1298 was successfully created with comprehensive problem description covering race conditions, failure detection, orphaned processes, and signal handling, along with multiple solution options, phased acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:1-5
Timestamp: 2025-07-03T14:08:35.749Z
Learning: jiridanek requested GitHub issue creation for CGI script strict mode improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1300 was created with comprehensive problem description covering silent failures, production risks, phased acceptance criteria for basic strict mode and enhanced error handling, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. A comprehensive issue was created covering race conditions, failure detection, process lifecycle coupling, and signal handling with detailed problem descriptions, multiple solution options, phased acceptance criteria, testing approach, and proper context linking, following the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:59:15.788Z
Learning: jiridanek creates targeted GitHub issues for specific test quality improvements identified during PR reviews in opendatahub-io/notebooks. Issue #1268 demonstrates this by converting a review comment about insufficient tf2onnx conversion test validation into a comprehensive improvement plan with clear acceptance criteria, code examples, and ROCm-specific context.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:10-10
Timestamp: 2025-07-03T12:31:26.098Z
Learning: jiridanek requested GitHub issue creation for CGI script timestamp validation improvement identified during PR #1269 review, specifically for handling invalid timestamp data in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi to prevent malformed output and improve reliability.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.rocm:43-55
Timestamp: 2025-07-01T06:48:21.070Z
Learning: When security concerns are raised during PR reviews in opendatahub-io/notebooks, comprehensive follow-up issues are created (often by CodeRabbit) to track all related security enhancements with clear acceptance criteria and implementation guidance. This ensures security improvements are systematically addressed in dedicated efforts rather than blocking current deliverables.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:22-29
Timestamp: 2025-07-02T18:27:51.097Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues from PR review comments in opendatahub-io/notebooks, turning specific code quality concerns into systematic improvements tracked with proper context, acceptance criteria, and cross-references. Issue #1266 demonstrates this pattern by expanding a specific error handling concern in load_expected_versions() into a repository-wide improvement initiative.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue #1299 was successfully created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue was created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.cpu:21-24
Timestamp: 2025-07-01T06:48:13.154Z
Learning: jiridanek creates comprehensive follow-up issues from review comments that expand scope appropriately, include clear acceptance criteria, proper backlinks, and structured implementation guidance. Issue #1241 demonstrates this by turning a specific oc client checksum concern into a thorough security enhancement plan covering all downloaded binaries across the Python 3.12 implementation.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library compatibility concern in PR #1269, specifically about potential S3/GCS backend functionality loss due to smart-open dropping implicit extras since version 6.x. Issue creation follows established pattern of comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:10-10
Timestamp: 2025-07-03T12:31:26.098Z
Learning: jiridanek requested GitHub issue creation for CGI script timestamp validation improvement identified during PR #1269 review, specifically for handling invalid timestamp data in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi to prevent malformed output and improve reliability. Issue #1287 was created with comprehensive problem descriptions, solution options, acceptance criteria, and proper context linking.
</retrieved_learning>
codeserver/ubi9-python-3.12/run-code-server.sh (40)
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:20-40
Timestamp: 2025-07-03T12:27:09.739Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/run-code-server.sh create_dir_and_file function during PR #1269 review. Issue #1284 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:1-2
Timestamp: 2025-07-03T16:08:47.225Z
Learning: jiridanek requested GitHub issue creation for shell strict mode improvement in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1310 was created with comprehensive problem description covering silent failures, production risks, implementation guidance with code examples, acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for the codeserver image entrypoint script.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. A comprehensive issue was created covering race conditions, failure detection, process lifecycle coupling, and signal handling with detailed problem descriptions, multiple solution options, phased acceptance criteria, testing approach, and proper context linking, following the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:17-17
Timestamp: 2025-07-03T12:26:24.084Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for unquoted command substitution in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1283 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user:4-9
Timestamp: 2025-07-03T16:05:35.426Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user during PR #1269 review. A comprehensive issue was created covering silent failures, unquoted variable expansions, missing template validation, and strict mode implementation with detailed problem descriptions, phased acceptance criteria, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T16:04:22.683Z
Learning: jiridanek requested GitHub issue creation for shell script quality improvements in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh during PR #1269 review. Issue #1307 was created with comprehensive problem description covering variable scoping issues, POSIX compliance concerns, multiple solution options, acceptance criteria, implementation guidance with code examples, testing approaches, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:23-23
Timestamp: 2025-07-03T12:29:24.067Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review, specifically for replacing unsafe in-place file modification with tee. Issue #1285 was created with comprehensive problem descriptions, risk assessment, recommended atomic file operations solution, acceptance criteria, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1298 was successfully created with comprehensive problem description covering race conditions, failure detection, orphaned processes, and signal handling, along with multiple solution options, phased acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:5-6
Timestamp: 2025-07-03T16:04:30.475Z
Learning: jiridanek requested GitHub issue creation for shell script strict mode improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review. Issue #1308 was created with comprehensive problem description covering limitations of set -e, detailed solution with set -euo pipefail, benefits explanation for each flag, acceptance criteria, risk assessment, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for shell scripts.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:5-5
Timestamp: 2025-07-03T12:25:26.453Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvements identified during PR #1269 review, specifically for unsafe globbing patterns in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1281 was created with comprehensive problem descriptions, solution options, acceptance criteria, and proper context linking, following the established pattern for systematic tracking of technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T14:04:05.280Z
Learning: In opendatahub-io/notebooks, shell scripting robustness and efficiency issues in extension management loops (such as unquoted globs, word-splitting, and unnecessary repeated copies in run-code-server.sh) are systematically tracked and fixed by quoting variables, using cp -a --, and toggling nullglob, following the established pattern of operational correctness improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/utils/process.sh:1-2
Timestamp: 2025-07-03T16:00:46.140Z
Learning: jiridanek requested GitHub issue creation for shell script strict-mode improvement in codeserver/ubi9-python-3.12/utils/process.sh during PR #1269 review. Issue #1303 was created with comprehensive problem description covering silent failures and production risks, phased acceptance criteria for basic strict-mode implementation and enhanced error handling, implementation guidance with code examples and flag explanations, benefits section, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T12:08:47.691Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for POSIX compliance and security issues in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh. Issue #1275 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue was created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:10-10
Timestamp: 2025-07-03T12:31:26.098Z
Learning: jiridanek requested GitHub issue creation for CGI script timestamp validation improvement identified during PR #1269 review, specifically for handling invalid timestamp data in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi to prevent malformed output and improve reliability.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue #1299 was successfully created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:10-10
Timestamp: 2025-07-03T12:31:26.098Z
Learning: jiridanek requested GitHub issue creation for CGI script timestamp validation improvement identified during PR #1269 review, specifically for handling invalid timestamp data in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi to prevent malformed output and improve reliability. Issue #1287 was created with comprehensive problem descriptions, solution options, acceptance criteria, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:6-6
Timestamp: 2025-07-03T12:31:19.195Z
Learning: jiridanek requested GitHub issue creation for CGI script error handling improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1286 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:1-3
Timestamp: 2025-07-03T12:07:19.365Z
Learning: jiridanek consistently requests GitHub issue creation for technical improvements identified during code reviews in opendatahub-io/notebooks, ensuring systematic tracking of code quality enhancements like shell script portability issues with comprehensive descriptions, solution options, and acceptance criteria.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:33:55.209Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1296 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1289 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:1-5
Timestamp: 2025-07-03T14:08:35.749Z
Learning: jiridanek requested GitHub issue creation for CGI script strict mode improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1300 was created with comprehensive problem description covering silent failures, production risks, phased acceptance criteria for basic strict mode and enhanced error handling, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:59:15.788Z
Learning: jiridanek creates targeted GitHub issues for specific test quality improvements identified during PR reviews in opendatahub-io/notebooks. Issue #1268 demonstrates this by converting a review comment about insufficient tf2onnx conversion test validation into a comprehensive improvement plan with clear acceptance criteria, code examples, and ROCm-specific context.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.rocm:43-55
Timestamp: 2025-07-01T06:48:21.070Z
Learning: When security concerns are raised during PR reviews in opendatahub-io/notebooks, comprehensive follow-up issues are created (often by CodeRabbit) to track all related security enhancements with clear acceptance criteria and implementation guidance. This ensures security improvements are systematically addressed in dedicated efforts rather than blocking current deliverables.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library compatibility concern in PR #1269, specifically about potential S3/GCS backend functionality loss due to smart-open dropping implicit extras since version 6.x. Issue creation follows established pattern of comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:31:35.667Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1295 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:22-29
Timestamp: 2025-07-02T18:27:51.097Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues from PR review comments in opendatahub-io/notebooks, turning specific code quality concerns into systematic improvements tracked with proper context, acceptance criteria, and cross-references. Issue #1266 demonstrates this pattern by expanding a specific error handling concern in load_expected_versions() into a repository-wide improvement initiative.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T15:59:05.657Z
Learning: jiridanek requested GitHub issue creation for supervisord restart policy optimization identified during PR #1269 review, specifically for changing fcgiwrap autorestart from 'true' to 'unexpected' with exitcodes=0 to prevent unnecessary restarts during clean container shutdowns. Issue #1294 was created with comprehensive problem analysis, configuration changes, testing approach, risk assessment, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-16T11:32:09.203Z
Learning: Test failures in opendatahub-io/notebooks should be categorized as either repository bugs (code/configuration issues) or infrastructure issues (CI platform problems) for proper diagnosis and resolution.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:32:05.701Z
Learning: jiridanek consolidates related issues systematically in opendatahub-io/notebooks. When multiple issues (#1265, #1264, #1251) stem from the same root cause (kustomize label/selector conflicts), he combines them into a single master issue (#1236) that addresses the problem comprehensively across all affected images rather than maintaining separate issues for each component.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:32:05.701Z
Learning: jiridanek consolidates related issues systematically in opendatahub-io/notebooks. When multiple issues (#1265, #1264, #1251) stem from the same root cause (kustomize label/selector conflicts), he combines them into a single master issue (#1236) that addresses the problem comprehensively across all affected images rather than maintaining separate issues for each component.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:32:05.701Z
Learning: jiridanek consolidates related issues systematically in opendatahub-io/notebooks. When multiple issues (#1265, #1264, #1251) stem from the same root cause (kustomize label/selector conflicts), he combines them into a single master issue (#1236) that addresses the problem comprehensively across all affected images rather than maintaining separate issues for each component.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/requirements.txt:435-444
Timestamp: 2025-07-03T13:59:55.040Z
Learning: jiridanek requested GitHub issue creation for numpy/scipy compatibility investigation in PR #1269, specifically for cases where theoretical version conflicts don't manifest as actual build failures. Issue #1297 was created with comprehensive investigation framework, acceptance criteria, runtime testing approach, and proper context linking, demonstrating the pattern of creating investigation-type issues for apparent but non-blocking technical concerns that require deeper understanding.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.rocm:43-55
Timestamp: 2025-07-01T06:48:21.070Z
Learning: When jiridanek encounters security feedback during PR reviews in opendatahub-io/notebooks, he creates dedicated GitHub issues to track them as follow-up improvements rather than blocking the current PR. This demonstrates effective project management by separating immediate deliverables from security enhancements that require dedicated testing and validation.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Dockerfile.rocm:56-66
Timestamp: 2025-07-02T18:19:49.397Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues for security concerns raised during PR reviews in opendatahub-io/notebooks, ensuring systematic tracking and resolution of supply-chain security improvements like GPG signature verification for package repositories.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.cpu:21-24
Timestamp: 2025-07-01T06:48:13.154Z
Learning: jiridanek creates comprehensive follow-up issues from review comments that expand scope appropriately, include clear acceptance criteria, proper backlinks, and structured implementation guidance. Issue #1241 demonstrates this by turning a specific oc client checksum concern into a thorough security enhancement plan covering all downloaded binaries across the Python 3.12 implementation.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1258
File: codeserver/ubi9-python-3.11/Dockerfile.cpu:55-56
Timestamp: 2025-07-03T08:22:25.348Z
Learning: jiridanek directs security concerns raised during PR reviews to existing comprehensive security issues rather than addressing them in individual PRs. Issue #1241 "Security: Add checksum verification for downloaded binaries in Python 3.12 images" serves as the central tracking issue for all binary download security concerns across the opendatahub-io/notebooks repository.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-30T19:44:57.656Z
Learning: In the opendatahub-io/notebooks repository, jiridanek effectively manages comprehensive PR reviews by tracking all feedback as follow-up GitHub issues rather than blocking merge of high-quality implementations. This demonstrates excellent project management practices for balancing current deliverables with future improvements.
</retrieved_learning>
codeserver/ubi9-python-3.12/run-nginx.sh (32)
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T16:04:22.683Z
Learning: jiridanek requested GitHub issue creation for shell script quality improvements in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh during PR #1269 review. Issue #1307 was created with comprehensive problem description covering variable scoping issues, POSIX compliance concerns, multiple solution options, acceptance criteria, implementation guidance with code examples, testing approaches, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:23-23
Timestamp: 2025-07-03T12:29:24.067Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review, specifically for replacing unsafe in-place file modification with tee. Issue #1285 was created with comprehensive problem descriptions, risk assessment, recommended atomic file operations solution, acceptance criteria, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T12:08:47.691Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for POSIX compliance and security issues in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh. Issue #1275 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user:4-9
Timestamp: 2025-07-03T16:05:35.426Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user during PR #1269 review. A comprehensive issue was created covering silent failures, unquoted variable expansions, missing template validation, and strict mode implementation with detailed problem descriptions, phased acceptance criteria, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:5-6
Timestamp: 2025-07-03T16:04:30.475Z
Learning: jiridanek requested GitHub issue creation for shell script strict mode improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review. Issue #1308 was created with comprehensive problem description covering limitations of set -e, detailed solution with set -euo pipefail, benefits explanation for each flag, acceptance criteria, risk assessment, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for shell scripts.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:20-40
Timestamp: 2025-07-03T12:27:09.739Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/run-code-server.sh create_dir_and_file function during PR #1269 review. Issue #1284 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. A comprehensive issue was created covering race conditions, failure detection, process lifecycle coupling, and signal handling with detailed problem descriptions, multiple solution options, phased acceptance criteria, testing approach, and proper context linking, following the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:6-6
Timestamp: 2025-07-03T12:31:19.195Z
Learning: jiridanek requested GitHub issue creation for CGI script error handling improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1286 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1298 was successfully created with comprehensive problem description covering race conditions, failure detection, orphaned processes, and signal handling, along with multiple solution options, phased acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:17-17
Timestamp: 2025-07-03T12:26:24.084Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for unquoted command substitution in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1283 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:1-5
Timestamp: 2025-07-03T14:08:35.749Z
Learning: jiridanek requested GitHub issue creation for CGI script strict mode improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1300 was created with comprehensive problem description covering silent failures, production risks, phased acceptance criteria for basic strict mode and enhanced error handling, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue was created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue #1299 was successfully created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T14:01:42.792Z
Learning: In opendatahub-io/notebooks, NGINX configuration blocks with access_log off; placed after a return directive do not suppress logging as intended, since NGINX ignores directives after return. Such issues are systematically tracked and fixed by moving access_log off; before the return statement, following the established pattern of operational correctness improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T14:04:05.280Z
Learning: In opendatahub-io/notebooks, shell scripting robustness and efficiency issues in extension management loops (such as unquoted globs, word-splitting, and unnecessary repeated copies in run-code-server.sh) are systematically tracked and fixed by quoting variables, using cp -a --, and toggling nullglob, following the established pattern of operational correctness improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:1-2
Timestamp: 2025-07-03T16:08:47.225Z
Learning: jiridanek requested GitHub issue creation for shell strict mode improvement in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1310 was created with comprehensive problem description covering silent failures, production risks, implementation guidance with code examples, acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for the codeserver image entrypoint script.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/utils/process.sh:1-2
Timestamp: 2025-07-03T16:00:46.140Z
Learning: jiridanek requested GitHub issue creation for shell script strict-mode improvement in codeserver/ubi9-python-3.12/utils/process.sh during PR #1269 review. Issue #1303 was created with comprehensive problem description covering silent failures and production risks, phased acceptance criteria for basic strict-mode implementation and enhanced error handling, implementation guidance with code examples and flag explanations, benefits section, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template:52-52
Timestamp: 2025-07-03T12:40:40.885Z
Learning: jiridanek requested GitHub issue creation for nginx proxy read timeout improvement identified during PR #1269 review, specifically for reducing the 20-day timeout in codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template to prevent resource exhaustion and security risks. Issue #1288 was created with comprehensive problem description, risk assessment, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:10-10
Timestamp: 2025-07-03T12:31:26.098Z
Learning: jiridanek requested GitHub issue creation for CGI script timestamp validation improvement identified during PR #1269 review, specifically for handling invalid timestamp data in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi to prevent malformed output and improve reliability.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:1-3
Timestamp: 2025-07-03T12:07:19.365Z
Learning: jiridanek consistently requests GitHub issue creation for technical improvements identified during code reviews in opendatahub-io/notebooks, ensuring systematic tracking of code quality enhancements like shell script portability issues with comprehensive descriptions, solution options, and acceptance criteria.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:33:55.209Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1296 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1289 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:59:15.788Z
Learning: jiridanek creates targeted GitHub issues for specific test quality improvements identified during PR reviews in opendatahub-io/notebooks. Issue #1268 demonstrates this by converting a review comment about insufficient tf2onnx conversion test validation into a comprehensive improvement plan with clear acceptance criteria, code examples, and ROCm-specific context.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.rocm:43-55
Timestamp: 2025-07-01T06:48:21.070Z
Learning: When security concerns are raised during PR reviews in opendatahub-io/notebooks, comprehensive follow-up issues are created (often by CodeRabbit) to track all related security enhancements with clear acceptance criteria and implementation guidance. This ensures security improvements are systematically addressed in dedicated efforts rather than blocking current deliverables.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:22-29
Timestamp: 2025-07-02T18:27:51.097Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues from PR review comments in opendatahub-io/notebooks, turning specific code quality concerns into systematic improvements tracked with proper context, acceptance criteria, and cross-references. Issue #1266 demonstrates this pattern by expanding a specific error handling concern in load_expected_versions() into a repository-wide improvement initiative.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.cpu:21-24
Timestamp: 2025-07-01T06:48:13.154Z
Learning: jiridanek creates comprehensive follow-up issues from review comments that expand scope appropriately, include clear acceptance criteria, proper backlinks, and structured implementation guidance. Issue #1241 demonstrates this by turning a specific oc client checksum concern into a thorough security enhancement plan covering all downloaded binaries across the Python 3.12 implementation.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:5-5
Timestamp: 2025-07-03T12:25:26.453Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvements identified during PR #1269 review, specifically for unsafe globbing patterns in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1281 was created with comprehensive problem descriptions, solution options, acceptance criteria, and proper context linking, following the established pattern for systematic tracking of technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:31:35.667Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1295 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library compatibility concern in PR #1269, specifically about potential S3/GCS backend functionality loss due to smart-open dropping implicit extras since version 6.x. Issue creation follows established pattern of comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/utils/process.sh:17-19
Timestamp: 2025-07-03T14:00:00.909Z
Learning: jiridanek efficiently identifies when CodeRabbit review suggestions are already covered by existing comprehensive issues, demonstrating excellent issue management and avoiding duplicate tracking of the same improvements across multiple locations.
</retrieved_learning>
codeserver/ubi9-python-3.12/utils/process.sh (40)
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/utils/process.sh:1-2
Timestamp: 2025-07-03T16:00:46.140Z
Learning: jiridanek requested GitHub issue creation for shell script strict-mode improvement in codeserver/ubi9-python-3.12/utils/process.sh during PR #1269 review. Issue #1303 was created with comprehensive problem description covering silent failures and production risks, phased acceptance criteria for basic strict-mode implementation and enhanced error handling, implementation guidance with code examples and flag explanations, benefits section, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. A comprehensive issue was created covering race conditions, failure detection, process lifecycle coupling, and signal handling with detailed problem descriptions, multiple solution options, phased acceptance criteria, testing approach, and proper context linking, following the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:7-10
Timestamp: 2025-07-03T14:01:22.819Z
Learning: jiridanek requested GitHub issue creation for container startup robustness and lifecycle management improvements in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1298 was successfully created with comprehensive problem description covering race conditions, failure detection, orphaned processes, and signal handling, along with multiple solution options, phased acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:20-40
Timestamp: 2025-07-03T12:27:09.739Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/run-code-server.sh create_dir_and_file function during PR #1269 review. Issue #1284 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:1-2
Timestamp: 2025-07-03T16:08:47.225Z
Learning: jiridanek requested GitHub issue creation for shell strict mode improvement in codeserver/ubi9-python-3.12/run-code-server.sh during PR #1269 review. Issue #1310 was created with comprehensive problem description covering silent failures, production risks, implementation guidance with code examples, acceptance criteria, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for the codeserver image entrypoint script.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:27:38.813Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1293 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:31:35.667Z
Learning: jiridanek requested GitHub issue creation for comprehensive shell scripting improvements in codeserver image during PR #1269 review, covering process management, JSON parsing robustness, variable quoting security, and sed pattern fixes. Issue #1295 was created with systematic phased approach, detailed problem descriptions, implementation guidance, acceptance criteria, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:17-17
Timestamp: 2025-07-03T12:26:24.084Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for unquoted command substitution in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1283 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user:4-9
Timestamp: 2025-07-03T16:05:35.426Z
Learning: jiridanek requested GitHub issue creation for shell script error handling improvements in codeserver/ubi9-python-3.12/nginx/root/opt/app-root/etc/generate_container_user during PR #1269 review. A comprehensive issue was created covering silent failures, unquoted variable expansions, missing template validation, and strict mode implementation with detailed problem descriptions, phased acceptance criteria, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-nginx.sh:5-6
Timestamp: 2025-07-03T16:04:30.475Z
Learning: jiridanek requested GitHub issue creation for shell script strict mode improvement in codeserver/ubi9-python-3.12/run-nginx.sh during PR #1269 review. Issue #1308 was created with comprehensive problem description covering limitations of set -e, detailed solution with set -euo pipefail, benefits explanation for each flag, acceptance criteria, risk assessment, testing approach, and proper context linking, continuing the established pattern of systematic code quality improvements for shell scripts.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T16:04:22.683Z
Learning: jiridanek requested GitHub issue creation for shell script quality improvements in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh during PR #1269 review. Issue #1307 was created with comprehensive problem description covering variable scoping issues, POSIX compliance concerns, multiple solution options, acceptance criteria, implementation guidance with code examples, testing approaches, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/run-code-server.sh:5-5
Timestamp: 2025-07-03T12:25:26.453Z
Learning: jiridanek requested GitHub issue creation for shell script safety improvements identified during PR #1269 review, specifically for unsafe globbing patterns in codeserver/ubi9-python-3.12/run-code-server.sh. Issue #1281 was created with comprehensive problem descriptions, solution options, acceptance criteria, and proper context linking, following the established pattern for systematic tracking of technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:6-6
Timestamp: 2025-07-03T12:31:19.195Z
Learning: jiridanek requested GitHub issue creation for CGI script error handling improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1286 was created with comprehensive problem description, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:1-3
Timestamp: 2025-07-03T12:07:19.365Z
Learning: jiridanek consistently requests GitHub issue creation for technical improvements identified during code reviews in opendatahub-io/notebooks, ensuring systematic tracking of code quality enhancements like shell script portability issues with comprehensive descriptions, solution options, and acceptance criteria.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T13:33:55.209Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1296 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library S3/GCS backend compatibility concern in PR #1269. Issue #1289 was successfully created with comprehensive problem description, acceptance criteria, implementation guidance, testing approach, and proper context linking, following the established pattern of systematic issue tracking for technical improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:1-5
Timestamp: 2025-07-03T14:08:35.749Z
Learning: jiridanek requested GitHub issue creation for CGI script strict mode improvements in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review. Issue #1300 was created with comprehensive problem description covering silent failures, production risks, phased acceptance criteria for basic strict mode and enhanced error handling, implementation guidance with code examples, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:59:15.788Z
Learning: jiridanek creates targeted GitHub issues for specific test quality improvements identified during PR reviews in opendatahub-io/notebooks. Issue #1268 demonstrates this by converting a review comment about insufficient tf2onnx conversion test validation into a comprehensive improvement plan with clear acceptance criteria, code examples, and ROCm-specific context.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:10-10
Timestamp: 2025-07-03T12:31:26.098Z
Learning: jiridanek requested GitHub issue creation for CGI script timestamp validation improvement identified during PR #1269 review, specifically for handling invalid timestamp data in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi to prevent malformed output and improve reliability.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.rocm:43-55
Timestamp: 2025-07-01T06:48:21.070Z
Learning: When security concerns are raised during PR reviews in opendatahub-io/notebooks, comprehensive follow-up issues are created (often by CodeRabbit) to track all related security enhancements with clear acceptance criteria and implementation guidance. This ensures security improvements are systematically addressed in dedicated efforts rather than blocking current deliverables.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:22-29
Timestamp: 2025-07-02T18:27:51.097Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues from PR review comments in opendatahub-io/notebooks, turning specific code quality concerns into systematic improvements tracked with proper context, acceptance criteria, and cross-references. Issue #1266 demonstrates this pattern by expanding a specific error handling concern in load_expected_versions() into a repository-wide improvement initiative.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.cpu:21-24
Timestamp: 2025-07-01T06:48:13.154Z
Learning: jiridanek creates comprehensive follow-up issues from review comments that expand scope appropriately, include clear acceptance criteria, proper backlinks, and structured implementation guidance. Issue #1241 demonstrates this by turning a specific oc client checksum concern into a thorough security enhancement plan covering all downloaded binaries across the Python 3.12 implementation.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:32:05.701Z
Learning: jiridanek consolidates related issues systematically in opendatahub-io/notebooks. When multiple issues (#1265, #1264, #1251) stem from the same root cause (kustomize label/selector conflicts), he combines them into a single master issue (#1236) that addresses the problem comprehensively across all affected images rather than maintaining separate issues for each component.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:32:05.701Z
Learning: jiridanek consolidates related issues systematically in opendatahub-io/notebooks. When multiple issues (#1265, #1264, #1251) stem from the same root cause (kustomize label/selector conflicts), he combines them into a single master issue (#1236) that addresses the problem comprehensively across all affected images rather than maintaining separate issues for each component.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/kustomize/base/service.yaml:5-15
Timestamp: 2025-07-02T18:32:05.701Z
Learning: jiridanek consolidates related issues systematically in opendatahub-io/notebooks. When multiple issues (#1265, #1264, #1251) stem from the same root cause (kustomize label/selector conflicts), he combines them into a single master issue (#1236) that addresses the problem comprehensively across all affected images rather than maintaining separate issues for each component.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-30T19:44:57.656Z
Learning: In the opendatahub-io/notebooks repository, jiridanek effectively manages comprehensive PR reviews by tracking all feedback as follow-up GitHub issues rather than blocking merge of high-quality implementations. This demonstrates excellent project management practices for balancing current deliverables with future improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1151
File: jupyter/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:24-30
Timestamp: 2025-07-01T06:57:26.974Z
Learning: In the opendatahub-io/notebooks repository, jiridanek's team relies on strict CI process enforcement to handle potentially fragile code patterns like hard-coded relative paths. They accept some code fragility when it's mitigated through reliable CI setup and process controls, rather than always requiring code-level fixes.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1258
File: codeserver/ubi9-python-3.11/Dockerfile.cpu:55-56
Timestamp: 2025-07-03T08:22:25.348Z
Learning: jiridanek directs security concerns raised during PR reviews to existing comprehensive security issues rather than addressing them in individual PRs. Issue #1241 "Security: Add checksum verification for downloaded binaries in Python 3.12 images" serves as the central tracking issue for all binary download security concerns across the opendatahub-io/notebooks repository.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1151
File: jupyter/tensorflow/ubi9-python-3.12/test/test_notebook.ipynb:31-34
Timestamp: 2025-07-01T07:03:05.385Z
Learning: jiridanek demonstrates excellent pattern recognition for identifying duplicated code issues across the opendatahub-io/notebooks repository. When spotting a potential problem in test notebooks, he correctly assesses that such patterns are likely replicated across multiple similar files rather than being isolated incidents, leading to more effective systematic solutions.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1259
File: jupyter/rocm/tensorflow/ubi9-python-3.12/Dockerfile.rocm:56-66
Timestamp: 2025-07-02T18:19:49.397Z
Learning: jiridanek consistently creates comprehensive follow-up GitHub issues for security concerns raised during PR reviews in opendatahub-io/notebooks, ensuring systematic tracking and resolution of supply-chain security improvements like GPG signature verification for package repositories.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1230
File: jupyter/minimal/ubi9-python-3.12/Dockerfile.rocm:43-55
Timestamp: 2025-07-01T06:48:21.070Z
Learning: When jiridanek encounters security feedback during PR reviews in opendatahub-io/notebooks, he creates dedicated GitHub issues to track them as follow-up improvements rather than blocking the current PR. This demonstrates effective project management by separating immediate deliverables from security enhancements that require dedicated testing and validation.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/utils/process.sh:17-19
Timestamp: 2025-07-03T14:00:00.909Z
Learning: jiridanek efficiently identifies when CodeRabbit review suggestions are already covered by existing comprehensive issues, demonstrating excellent issue management and avoiding duplicate tracking of the same improvements across multiple locations.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-16T11:32:09.203Z
Learning: In the opendatahub-io/notebooks repository, there is a known issue with missing runtimes/rocm/pytorch/ubi9-python-3.11/kustomize/base/kustomization.yaml file that causes rocm runtime tests to fail with "no such file or directory" error. This is tracked in JIRA RHOAIENG-22044 and was intended to be fixed in PR #1015.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-06-16T11:32:09.203Z
Learning: Test failures in opendatahub-io/notebooks should be categorized as either repository bugs (code/configuration issues) or infrastructure issues (CI platform problems) for proper diagnosis and resolution.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue #1299 was successfully created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:8-10
Timestamp: 2025-07-03T14:01:27.789Z
Learning: jiridanek requested GitHub issue creation for JSON parsing robustness improvement in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi during PR #1269 review, specifically for replacing fragile grep/awk/date chain with jq-based JSON parsing to improve reliability and maintainability. Issue was created with comprehensive problem description, solution details, acceptance criteria, implementation guidance, and proper context linking, continuing the established pattern of systematic code quality improvements.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh:4-11
Timestamp: 2025-07-03T12:08:47.691Z
Learning: jiridanek requests GitHub issue creation for shell script quality improvements identified during PR #1269 review, specifically for POSIX compliance and security issues in codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh. Issue #1275 was created with comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: opendatahub-io/notebooks#0
File: :0-0
Timestamp: 2025-07-03T12:44:00.167Z
Learning: jiridanek requested GitHub issue creation for smart-open library compatibility concern in PR #1269, specifically about potential S3/GCS backend functionality loss due to smart-open dropping implicit extras since version 6.x. Issue creation follows established pattern of comprehensive problem descriptions, acceptance criteria, implementation guidance, and proper context linking.
</retrieved_learning>
<retrieved_learning>
Learnt from: jiridanek
PR: #1269
File: codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi:10-10
Timestamp: 2025-07-03T12:31:26.098Z
Learning: jiridanek requested GitHub issue creation for CGI script timestamp validation improvement identified during PR #1269 review, specifically for handling invalid timestamp data in codeserver/ubi9-python-3.12/nginx/api/kernels/access.cgi to prevent malformed output and improve reliability. Issue #1287 was created with comprehensive problem descriptions, solution options, acceptance criteria, and proper context linking.
</retrieved_learning>
🧬 Code Graph Analysis (1)
codeserver/ubi9-python-3.12/run-code-server.sh (1)
codeserver/ubi9-python-3.12/utils/process.sh (1)
start_process(3-15)
🪛 markdownlint-cli2 (0.17.2)
codeserver/ubi9-python-3.12/README.md
19-19: Dollar signs used before commands without showing output
(MD014, commands-show-output)
20-20: Dollar signs used before commands without showing output
(MD014, commands-show-output)
🪛 Checkov (3.2.334)
codeserver/ubi9-python-3.12/kustomize/base/pod.yaml
[MEDIUM] 2-22: Containers should not run with allowPrivilegeEscalation
(CKV_K8S_20)
[MEDIUM] 2-22: Minimize the admission of root containers
(CKV_K8S_23)
🪛 Shellcheck (0.10.0)
codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh
[warning] 4-11: 'function' keyword is non-standard. Delete it.
(SC2112)
[warning] 5-5: In POSIX sh, 'local' is undefined.
(SC3043)
[warning] 16-31: 'function' keyword is non-standard. Delete it.
(SC2112)
[warning] 17-17: In POSIX sh, 'local' is undefined.
(SC3043)
[warning] 25-25: In POSIX sh, 'source' in place of '.' is undefined.
(SC3046)
[warning] 25-25: ShellCheck can't follow non-constant source. Use a directive to specify location.
(SC1090)
[warning] 27-27: In POSIX sh, 'source' in place of '.' is undefined.
(SC3046)
[warning] 27-27: ShellCheck can't follow non-constant source. Use a directive to specify location.
(SC1090)
[warning] 30-30: In POSIX sh, here-strings are undefined.
(SC3011)
codeserver/ubi9-python-3.12/run-code-server.sh
[warning] 5-5: ShellCheck can't follow non-constant source. Use a directive to specify location.
(SC1090)
[warning] 17-17: Quote this to prevent word splitting.
(SC2046)
codeserver/ubi9-python-3.12/run-nginx.sh
[warning] 12-12: Prefer [ p ] && [ q ] as [ p -a q ] is not well defined.
(SC2166)
[warning] 21-21: Declare and assign separately to avoid masking return values.
(SC2155)
codeserver/ubi9-python-3.12/utils/process.sh
[error] 6-6: Argument mixes string and array. Use * or separate argument.
(SC2145)
🔇 Additional comments (1)
codeserver/ubi9-python-3.12/kustomize/base/pod.yaml (1)
12-12: Remove thecommandoverride to restore the default entrypoint
Overriding the container’s entrypoint here bypasses the image’s default startup (which runsrun-code-server.sh), so this manifest no longer tests the production startup path. Drop this line to let the image’s default ENTRYPOINT run, or—if you need a heartbeat—configure a Kubernetes liveness/readiness probe instead.
- File:
codeserver/ubi9-python-3.12/kustomize/base/pod.yamlat line 12- command: ["/bin/sh", "-c", "while true ; do date; sleep 5; done;"]
codeserver/ubi9-python-3.12/nginx/root/usr/share/container-scripts/nginx/common.sh
Show resolved
Hide resolved
Description
How Has This Been Tested?
Merge criteria:
Summary by CodeRabbit
New Features
Documentation
Chores