Skip to content

Fix: Security tokens are logged verbatim (DataBiosphere/azul-private#377)#8085

Merged
dsotirho-ucsc merged 17 commits into
developfrom
issues/hannes-ucsc/377-redact
Jun 11, 2026
Merged

Fix: Security tokens are logged verbatim (DataBiosphere/azul-private#377)#8085
dsotirho-ucsc merged 17 commits into
developfrom
issues/hannes-ucsc/377-redact

Conversation

@hannes-ucsc

@hannes-ucsc hannes-ucsc commented Jun 8, 2026

Copy link
Copy Markdown
Member

Linked issues: DataBiosphere/azul-private#377

Checklist

Author

  • PR is assigned to the author
  • Status of PR is In progress
  • PR is a draft
  • Target branch is develop
  • Name of PR branch matches issues/<GitHub handle of author>/<issue#>-<slug>
  • PR is linked to all issues it (partially) resolves
  • Status of linked issues is In progress
  • PR description links to linked issues
  • PR title matches1 that of a linked issue or comment in PR explains why they're different
  • PR title references all linked issues
  • For each linked issue, there is at least one commit whose title references that issue

1 when the issue title describes a problem, the corresponding PR
title is Fix: followed by the issue title

Author (partiality)

  • Added p tag to titles of partial commits
  • This PR is labeled partial or completely resolves all linked issues
  • This PR partially resolves each of the linked issues or does not have the partial label

Author (reindex)

  • Added r tag to commit title or the changes introduced by this PR will not require reindexing of any deployment
  • This PR is labeled reindex:dev or the changes introduced by it will not require reindexing of dev
  • This PR is labeled reindex:anvildev or the changes introduced by it will not require reindexing of anvildev
  • This PR is labeled reindex:anvilprod or the changes introduced by it will not require reindexing of anvilprod
  • This PR is labeled reindex:prod or the changes introduced by it will not require reindexing of prod
  • This PR is labeled reindex:partial and its description documents the specific reindexing procedure for dev, anvildev, anvilprod and prod or requires a full reindex or carries none of the labels reindex:dev, reindex:anvildev, reindex:anvilprod and reindex:prod

Author (mirror)

  • This PR is labeled mirror:dev or the changes introduced by it will not require mirroring of dev
  • This PR is labeled mirror:anvildev or the changes introduced by it will not require mirroring of anvildev
  • This PR is labeled mirror:anvilprod or the changes introduced by it will not require mirroring of anvilprod
  • This PR is labeled mirror:prod or the changes introduced by it will not require mirroring of prod
  • This PR is labeled mirror:partial and its description documents the specific mirroring procedure for dev, anvildev, anvilprod and prod or requires a full mirroring or carries none of the labels mirror:dev, mirror:anvildev, mirror:anvilprod and mirror:prod

Author (API changes)

  • This PR and its linked issues are labeled API or this PR does not modify a REST API
  • Added a (A) tag to commit title for backwards (in)compatible changes or this PR does not modify a REST API
  • Updated REST API version number in app.py or this PR does not modify a REST API

Author (upgrading deployments)

  • Ran make docker_images.json and committed the resulting changes or this PR does not modify azul_docker_images, or any other variables referenced in the definition of that variable
  • Documented upgrading of deployments in UPGRADING.rst or this PR does not require upgrading deployments
  • Added u tag to commit title or this PR does not require upgrading deployments
  • This PR is labeled upgrade or does not require upgrading deployments
  • This PR is labeled deploy:shared or does not modify docker_images.json, and does not require deploying the shared component for any other reason
  • This PR is labeled deploy:gitlab or does not require deploying the gitlab component
  • This PR is labeled deploy:runner or does not require deploying the runner image

Author (hotfixes)

  • Added F tag to main commit title or this PR does not include permanent fix for a temporary hotfix
  • Reverted the temporary hotfixes for any linked issues or the none of the stable branches (anvilprod and prod) have temporary hotfixes for any of the issues linked to this PR

Author (before every review)

  • Rebased PR branch on develop, squashed fixups from prior reviews
  • Ran make requirements_update or this PR does not modify Dockerfile, environment, requirements*.txt, common.mk, Makefile or environment.boot
  • Added R tag to commit title or this PR does not modify requirements*.txt
  • This PR is labeled reqs or does not modify requirements*.txt
  • make integration_test passes in personal deployment or this PR does not modify functionality that could affect the IT outcome
  • PR is awaiting requested review from a peer
  • Status of PR is Review requested
  • PR is assigned to only the peer and the author

Peer reviewer (after approval)

Note that after requesting changes, the PR must be assigned to only the author.

  • Actually approved the PR
  • PR is not a draft
  • PR is awaiting requested review from system administrator
  • Status of PR is Review requested
  • PR is assigned to only the system administrator and the author

System administrator (after approval)

  • Actually approved the PR
  • Labeled linked issues as demo or no demo
  • Commented on linked issues about demo expectations or all linked issues are labeled no demo
  • Decided if PR can be labeled no sandbox
  • A comment to this PR details the completed security design review
  • PR title is appropriate as title of merge commit
  • N reviews label is accurate
  • Status of PR is Approved
  • PR is assigned to only the operator and the author

Operator

  • Checked reindex:… labels and r commit title tag
  • Checked mirror:… labels
  • Checked that demo expectations are clear or all linked issues are labeled no demo
  • Squashed PR branch and rebased onto develop
  • Sanity-checked history
  • Pushed PR branch to GitHub

Operator (deploy .shared and .gitlab components)

  • Ran _select dev.shared && CI_COMMIT_REF_NAME=develop make -C terraform/shared apply_keep_unused or this PR is not labeled deploy:shared
  • Ran _select dev.gitlab && CI_COMMIT_REF_NAME=develop make -C terraform/gitlab apply or this PR is not labeled deploy:gitlab
  • Ran _select anvildev.shared && CI_COMMIT_REF_NAME=develop make -C terraform/shared apply_keep_unused or this PR is not labeled deploy:shared
  • Ran _select anvildev.gitlab && CI_COMMIT_REF_NAME=develop make -C terraform/gitlab apply or this PR is not labeled deploy:gitlab
  • Checked the items in the next section or this PR is labeled deploy:gitlab
  • PR is assigned to only the system administrator and the author or this PR is not labeled deploy:gitlab

System administrator (post-deploy of .gitlab component)

  • Background migrations for dev.gitlab are complete or this PR is not labeled deploy:gitlab
  • Background migrations for anvildev.gitlab are complete or this PR is not labeled deploy:gitlab
  • PR is assigned to only the operator and the author

Operator (deploy runner image)

  • Ran _select dev.gitlab && make -C terraform/gitlab/runner or this PR is not labeled deploy:runner
  • Ran _select anvildev.gitlab && make -C terraform/gitlab/runner or this PR is not labeled deploy:runner

Operator (sandbox build)

  • Added sandbox label or PR is labeled no sandbox
  • Pushed PR branch to GitLab dev or PR is labeled no sandbox
  • Pushed PR branch to GitLab anvildev or PR is labeled no sandbox
  • Build passes in sandbox deployment or PR is labeled no sandbox
  • Build passes in anvilbox deployment or PR is labeled no sandbox
  • Reviewed build logs for anomalies in sandbox deployment or PR is labeled no sandbox
  • Reviewed build logs for anomalies in anvilbox deployment or PR is labeled no sandbox
  • Applied upgrade instructions from UPGRADING.rst to sandbox or this PR is not labeled upgrade, or upgrade instructions do not apply to sandbox
  • Applied upgrade instructions from UPGRADING.rst to anvilbox or this PR is not labeled upgrade, or upgrade instructions do not apply to anvilbox
  • Deleted unreferenced indices in sandbox or this PR does not remove catalogs or otherwise causes unreferenced indices in sandbox
  • Deleted unreferenced indices in anvilbox or this PR does not remove catalogs or otherwise causes unreferenced indices in anvilbox
  • Started reindex in sandbox or this PR is not labeled reindex:dev
  • Started reindex in anvilbox or this PR is not labeled reindex:anvildev
  • Checked for failures in sandbox or this PR is not labeled reindex:dev
  • Checked for failures in anvilbox or this PR is not labeled reindex:anvildev
  • Started mirroring in sandbox or this PR is not labeled mirror:dev
  • Started mirroring in anvilbox or this PR is not labeled mirror:anvildev
  • Checked for failures in sandbox or this PR is not labeled mirror:dev
  • Checked for failures in anvilbox or this PR is not labeled mirror:anvildev

Operator (merge the branch)

  • All status checks passed and the PR is mergeable
  • The title of the merge commit starts with the title of this PR
  • Added PR # reference to merge commit title
  • Collected commit title tags in merge commit title but only included p if the PR is also labeled partial
  • Pushed merge commit to GitHub
  • Status of PR is Merged lower
  • Status of blocked issues is Triage or no issues are blocked on the linked issues

Operator (main build)

  • Pushed merge commit to GitLab dev
  • Pushed merge commit to GitLab anvildev
  • Build passes on GitLab dev
  • Reviewed build logs for anomalies on GitLab dev
  • Build passes on GitLab anvildev
  • Reviewed build logs for anomalies on GitLab anvildev
  • Applied upgrade instructions from UPGRADING.rst to dev or this PR is not labeled upgrade, or upgrade instructions do not apply to dev
  • Applied upgrade instructions from UPGRADING.rst to anvildev or this PR is not labeled upgrade, or upgrade instructions do not apply to anvildev
  • Notified developers to apply upgrade instructions from UPGRADING.rst to their personal deployments or this PR is not labeled upgrade, or upgrade instructions do not apply to personal deployments
  • Ran _select dev.shared && make -C terraform/shared apply or this PR is not labeled deploy:shared
  • Ran _select anvildev.shared && make -C terraform/shared apply or this PR is not labeled deploy:shared
  • Deleted PR branch from GitHub
  • PR is assigned to only the operator
  • Deleted PR branch from GitLab dev
  • Deleted PR branch from GitLab anvildev
  • Status of linked issues is Lower, or Triage, if PR is partial

Operator (reindex)

  • Deindexed all unreferenced catalogs in dev or this PR is neither labeled reindex:partial nor reindex:dev
  • Deindexed all unreferenced catalogs in anvildev or this PR is neither labeled reindex:partial nor reindex:anvildev
  • Deindexed specific sources in dev or this PR is neither labeled reindex:partial nor reindex:dev
  • Deindexed specific sources in anvildev or this PR is neither labeled reindex:partial nor reindex:anvildev
  • Indexed specific sources in dev or this PR is neither labeled reindex:partial nor reindex:dev
  • Indexed specific sources in anvildev or this PR is neither labeled reindex:partial nor reindex:anvildev
  • Started reindex in dev or this PR does not require reindexing dev
  • Started reindex in anvildev or this PR does not require reindexing anvildev
  • Checked for, triaged and possibly requeued messages in both fail queues in dev or this PR does not require reindexing dev
  • Checked for, triaged and possibly requeued messages in both fail queues in anvildev or this PR does not require reindexing anvildev
  • Emptied fail queues in dev or this PR does not require reindexing dev
  • Emptied fail queues in anvildev or this PR does not require reindexing anvildev
  • Restarted the Data Browser pipeline for the ucsc/hca/dev branch on GitLab in dev or this PR does not require reindexing dev
  • Restarted the Data Browser pipeline for the ucsc/lungmap/dev branch on GitLab in dev or this PR does not require reindexing dev
  • Restarted deploy_browser job in the GitLab pipeline for this PR in dev or this PR does not require reindexing dev
  • Restarted the Data Browser pipeline for the ucsc/anvil/anvildev branch on GitLab in anvildev or this PR does not require reindexing anvildev
  • Restarted deploy_browser job in the GitLab pipeline for this PR in anvildev or this PR does not require reindexing anvildev

Operator (mirroring)

  • Started mirroring in dev or this PR is not labelled mirror:dev
  • Started mirroring in anvildev or this PR is not labelled mirror:anvildev
  • Checked for, triaged and possibly requeued messages in mirror fail queue in dev or this PR is not labelled mirror:dev
  • Checked for, triaged and possibly requeued messages in mirror fail queue in anvildev or this PR is not labelled mirror:anvildev
  • Emptied mirror fail queue in dev or this PR is not labelled mirror:dev
  • Emptied mirror fail queue in anvildev or this PR is not labelled mirror:anvildev

Operator

  • Propagated the upgrade and API labels to the next promotion PRs or this PR carries neither of these labels
  • Propagated the deploy:shared, deploy:gitlab, deploy:runner, reindex:partial, reindex:anvilprod, reindex:prod, mirror:partial, mirror:anvilprod and mirror:prod labels to the next promotion PRs or this PR carries none of these labels
  • Propagated any specific instructions related to the deploy:shared, deploy:gitlab, deploy:runner, reindex:partial, reindex:anvilprod, reindex:prod, mirror:partial, mirror:anvilprod and mirror:prod labels, from the description of this PR to that of the next promotion PRs or this PR carries none of these labels
  • PR is assigned to no one

Shorthand for review comments

  • L line is too long
  • W line wrapping is wrong
  • Q bad quotes
  • F other formatting problem

@hannes-ucsc hannes-ucsc self-assigned this Jun 8, 2026
Comment thread src/azul/opensearch.py Dismissed
Comment thread src/azul/opensearch.py Dismissed
Comment thread test/integration_test.py Dismissed
@hannes-ucsc hannes-ucsc force-pushed the issues/hannes-ucsc/377-redact branch from a0386c9 to 2d953c7 Compare June 8, 2026 16:23
@coveralls

coveralls commented Jun 8, 2026

Copy link
Copy Markdown

Coverage Status

coverage: 84.791% (-0.008%) from 84.799% — issues/hannes-ucsc/377-redact into develop

@hannes-ucsc hannes-ucsc force-pushed the issues/hannes-ucsc/377-redact branch from 2d953c7 to 84e32c9 Compare June 8, 2026 16:30
@codecov

codecov Bot commented Jun 8, 2026

Copy link
Copy Markdown

Codecov Report

❌ Patch coverage is 90.00000% with 9 lines in your changes missing coverage. Please review.
✅ Project coverage is 84.71%. Comparing base (7c48a44) to head (a5572b9).

Files with missing lines Patch % Lines
src/azul/oauth2.py 16.66% 5 Missing ⚠️
src/azul/auth.py 83.33% 2 Missing ⚠️
test/integration_test.py 0.00% 2 Missing ⚠️
Additional details and impacted files
@@             Coverage Diff             @@
##           develop    #8085      +/-   ##
===========================================
- Coverage    84.72%   84.71%   -0.01%     
===========================================
  Files          165      165              
  Lines        24254    24294      +40     
===========================================
+ Hits         20548    20580      +32     
- Misses        3706     3714       +8     

☔ View full report in Codecov by Harness.
📢 Have feedback on the report? Share it here.

🚀 New features to boost your workflow:
  • ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.
  • 📦 JS Bundle Analysis: Save yourself from yourself by tracking and limiting bundle sizes in JS merges.

@hannes-ucsc hannes-ucsc changed the title Security tokens are logged verbatim (DataBiosphere/azul-private#377) Fix: Security tokens are logged verbatim (DataBiosphere/azul-private#377) Jun 8, 2026
@hannes-ucsc hannes-ucsc changed the title Fix: Security tokens are logged verbatim (DataBiosphere/azul-private#377) Security tokens are logged verbatim (DataBiosphere/azul-private#377) Jun 8, 2026
@hannes-ucsc

hannes-ucsc commented Jun 8, 2026

Copy link
Copy Markdown
Member Author

(Posted by Claude Code)

Security Design Review: Secret Redaction in Logs (#377)

Objective

Prevent APATs (JWTs), OAuth 2.0 access tokens, refresh tokens, and authorization codes from appearing unredacted in CloudWatch and GitLab CI logs.

Threat Model

Secrets logged verbatim can be exfiltrated by anyone with read access to CloudWatch log groups or GitLab CI job logs, enabling token replay attacks.

Changes Reviewed

13 files changed across the branch (14 commits, excluding CI-only changes).

Findings

1. Redaction coverage — ADEQUATE

All identified log emission sites are now covered:

  • Request headers (chalice.py_LogJSONEncoder)
  • Request/response headers (http.py_redact_headers / _redact_header)
  • Request/response bodies (logging.pyhttp_body_log_message)
  • HTTP client URLs (http.pyLoggingHttpClient.urlopen)
  • Authentication objects (auth.py__str__ vs __repr__ convention)
  • User service log statements (user_service.py — 8 call sites switched from %r/.redacted() to %s)
  • Integration test curl command (integration_test.py)
  • Boto3/DynamoDB request/response bodies (deployment.py — via http_body_log_message)

2. Regex pattern specificity — ACCEPTABLE with caveats

  • JWTs (ey[IJ]...): Strong prefix, low false-positive risk.
  • Access tokens (ya29.): Strong prefix, low false-positive risk.
  • Refresh tokens (1// + 2 digits + exactly 98 base64url chars): Tight constraint, low false-positive risk.
  • Authorization codes (4/ + 1 digit + exactly 70 base64url chars): Tight constraint. The initial unbounded 4/ pattern caused a false positive (4/site-packages), correctly caught and fixed.
  • Risk: These patterns are based on observed token formats, not documented specifications. The assert_redactable assertions at validation sites mitigate this — if Google changes token formats, assertions will fire before unredacted tokens reach logs.

3. Fallback in _redact_header — SECURE

When redact(value, fullmatch=True) doesn't match on an authorization header (unrecognized auth scheme), the entire value is replaced with 'REDACTED'. This is the correct fail-closed behavior. Non-authorization headers that don't match are passed through unchanged.

4. fullmatch=True optimization — CORRECT

Used at sites where the string is known to be an isolated token (header values, redact_json values, BearerTokenAuthentication.__str__). This avoids unnecessary scanning and cannot miss secrets since the entire string is the token.

5. OpenSearch redact=False — ACCEPTABLE

OpenSearch request/response bodies don't contain user secrets (they contain index data). Skipping redaction avoids a performance penalty on potentially large bodies. This is a conscious, documented trade-off.

6. repr() vs str() convention on Authentication — SECURE

str() produces redacted output (safe for logs), repr() produces unredacted output (for debugging). The __str__ method is abstract on Authentication, forcing all subclasses to implement it. All log statements use %s (which calls str()).

7. No secret leakage in assertion messages — VERIFIED

assert_redactable does not include the secret value in its error message.

Residual Risks

  • URL signatures: The FIXME comments mentioned "URL signatures" alongside access tokens in HTTP client URLs. The redact() regex won't match URL signatures (e.g., SAS tokens or signed URLs) unless they happen to contain a recognized token pattern. This is a known gap.
  • boto3.resources.action logger: The LambdaLogFilter.truncate path (for large S3 upload parts at debug level 2) does not apply redaction. This is acceptable since S3 upload bodies are binary data, not tokens.

Verdict

The changes are sound. The defense-in-depth approach (regex-based scanning at log sites + assert_redactable at validation sites + fail-closed fallback for unknown auth schemes) provides strong protection against the identified threat. The residual risks are minor and clearly scoped.

@hannes-ucsc

hannes-ucsc commented Jun 9, 2026

Copy link
Copy Markdown
Member Author

Residual Risks

  • URL signatures: The FIXME comments mentioned "URL signatures" alongside access tokens in HTTP client URLs. The redact() regex won't match URL signatures (e.g., SAS tokens or signed URLs) unless they happen to contain a recognized token pattern. This is a known gap.

I decided to not redact signed URLs for now.

Post-poned to https://github.com/DataBiosphere/azul-private/issues/390

@hannes-ucsc

hannes-ucsc commented Jun 9, 2026

Copy link
Copy Markdown
Member Author

Security design review

  • Security design review completed; this PR does not
    • … affect authentication; for example:
      • OAuth 2.0 with the application (API or Swagger UI)
      • Authentication of developers with Google Cloud APIs
      • Authentication of developers with AWS APIs
      • Authentication with a GitLab instance in the system
      • Password and 2FA authentication with GitHub
      • API access token authentication with GitHub
      • Authentication with Terra
    • … affect the permissions of internal users like access to
      • Cloud resources on AWS and GCP
      • GitLab repositories, projects and groups, administration
      • an EC2 instance via SSH
      • GitHub issues, pull requests, commits, commit statuses, wikis, repositories, organizations
    • … affect the permissions of external users like access to
      • TDR snapshots
    • … affect permissions of service or bot accounts
      • Cloud resources on AWS and GCP
    • affect audit logging in the system, like Fix: Security tokens are logged verbatim (DataBiosphere/azul-private#377) #8085 (comment)
      • adding, removing or changing a log message that represents an auditable event
      • changing the routing of log messages through the system
    • … affect monitoring of the system
    • … introduce a new software dependency like
      • Python packages on PYPI
      • Command-line utilities
      • Docker images
      • Terraform providers
    • … add an interface that exposes sensitive or confidential data at the security boundary
    • … affect the encryption of data at rest
    • … require persistence of sensitive or confidential data that might require encryption at rest
    • … require unencrypted transmission of data within the security boundary
    • … affect the network security layer; for example by
      • modifying, adding or removing firewall rules
      • modifying, adding or removing security groups
      • changing or adding a port a service, proxy or load balancer listens on
  • Documentation on any unchecked boxes is provided in comments below

@hannes-ucsc

Copy link
Copy Markdown
Member Author

Clearing the approved queue in preparation for the higher-priority #7794.

@hannes-ucsc hannes-ucsc force-pushed the issues/hannes-ucsc/377-redact branch from 30e003b to c07155b Compare June 10, 2026 05:35
hannes-ucsc and others added 13 commits June 10, 2026 17:13
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
…vate#377)

Add FIXME comments to all log statements identified as logging
unredacted APATs, OAuth access/refresh tokens, authorization codes,
and URL signatures.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The decorator was added in 964c6a2 for JSON serialization support
(to_json/from_json using attr.asdict) but that was later removed in
17af058. Authentication has never had any fields of its own.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
…azul-private#377)

Add __str__ to Authentication hierarchy: str() produces a redacted
representation safe for logging, while repr() remains unredacted.
Replace .redacted() calls with %s formatting and update the test.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Replace the ad-hoc prefix checks with a compiled regex. Captured
groups are redacted while the rest of the match is preserved. The
default mode scans for secrets anywhere in the string; fullmatch=True
requires the entire string to be a secret. The regex accepts an
optional case-insensitive 'Bearer ' prefix, simplifying
_LoggingConnectionPool._redact.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
…vate#377)

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
)

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
fixup! Redact secrets in HTTP body log messages (DataBiosphere/azul-private#377)
…te#377)

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
hannes-ucsc and others added 4 commits June 10, 2026 17:13
…ivate#377)

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
…-private#377)

Extract _redact_header and _redact_headers functions to apply
regex-based redaction to all HTTP headers, with a fail-closed
fallback for unrecognized authorization header formats.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
@hannes-ucsc hannes-ucsc force-pushed the issues/hannes-ucsc/377-redact branch from c07155b to a5572b9 Compare June 11, 2026 01:46
@hannes-ucsc hannes-ucsc added the sandbox [process] Resolution is being verified in sandbox deployment label Jun 11, 2026

@dsotirho-ucsc dsotirho-ucsc left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pro forma approval

@dsotirho-ucsc dsotirho-ucsc changed the title Security tokens are logged verbatim (DataBiosphere/azul-private#377) Fix: Security tokens are logged verbatim (DataBiosphere/azul-private#377) Jun 11, 2026
@dsotirho-ucsc dsotirho-ucsc merged commit d22b450 into develop Jun 11, 2026
10 checks passed
@dsotirho-ucsc dsotirho-ucsc deleted the issues/hannes-ucsc/377-redact branch June 11, 2026 18:13
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

sandbox [process] Resolution is being verified in sandbox deployment

Projects

None yet

Development

Successfully merging this pull request may close these issues.

5 participants