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Benchmarks

redact-secret · Report

Personal access token

dapi-prefixed 32-hex personal access token, optionally suffixed -<digit> after rotation.

  • Databricks
  • Detectors: databricks-personal-access-token
  • Run 2026-10-07
  • Mode published · redact-secret 0.1.0-beta.14
  • Dossier verdictReady
  • Dossier evidence levelT2 · Tool-corroborated
  • Dossier researched2026-09-25
redact-secret#308 (product PR #665) landed on the product main after 0.1.0-beta.6; the pinned published package predates it. OAuth client secrets are a separately documented scope extension, not this family.

Research record

From credential-evidence snapshot-2026.10.06.4 · records at 77ce761 · schema 1.8.0. It describes the research on the format, not what any scanner or the product does, and not a support status.
  • Review stateDraft, not reviewed
  • Format revision1 · current
  • ResearchResearched
  • Researched2026-09-25

3 events in the review history: 2 observed, 1 reviewed. Latest: observed on 2026-09-25 by automation, project maintainer. Project-maintained review is not independent validation. The family record at this release.

Format

Provider format research from credential-evidence snapshot-2026.10.06.4 · records at 77ce761 · schema 1.8.0.

What it looks like

Descriptive pattern
^dapi[0-9a-f]{32}$

Parts are shown as recorded. Evidence classes belong to the facts below; no class is assigned to a part.

Format facts

  • Provider documented · mutable-property-source · current · observed 2026-09-23

    Documentation for the one property varied in legacy twin fixtures (Purview Azure Databricks PAT definition): learn.microsoft.com states the format as "A combination of 32 characters consisting of letters and digits" over a-f/A-F/0-9 and lists dapi among its keywords. It backs a length twin only; the lowercase-only alphabet, the dapi prefix as part of the value and the rotation suffix stay tool-corroborated and the positive tier is unchanged

    • learn.microsoft.com/en-us/purview/sit-defn-azure-databricks-personal-access-tokenprovider-documentation · last read 2026-09-25 · latest outcome read · supports learn.microsoft.com states the format as "A combination of 32 characters consisting of letters and digits" over a-f/A-F/0-9 and lists dapi among its keywords. It backs a length twin only; the lowercase-only alphabet, the dapi prefix as part of the value and the rotation suffix stay tool-corroborated and the positive tier is unchanged
  • Tool corroborated · tool-corroboration · current · observed 2026-09-23

    Pinned scanner rules are consistent with the contract grammar (2 artifacts: gitleaks 8.30.1; trufflehog 3.97.4).

  • Tool corroborated · dossier-research · current · observed 2026-09-25

    Legacy dossier research (verdict ready, tier T2) cited 3 sources; the dossier does not attribute sources to individual properties.

  • Tool corroborated · taxonomy-sources · current · observed 2026-09-25

    The legacy taxonomy lists 2 sources for this family. The taxonomy records no date; the dossier researchedAt is used as the observed-at date.

Open questions

No open question is recorded for this revision.

Benchmark dossier notes

From the provider dossier, as written. The evidence level above says how well the format is backed; a fact the dossier does not record is not shown.
Shape
dapi followed by 32 lowercase hex characters, optionally followed by - and a digit after rotation. The suffix rests on four scanner rules only and its meaning, digit count and even existence differ across them; since 2026-09-24 it is outside the benchmark's claim. Uppercase hex is treated as an intentional false negative.
Basis
T2. No provider prose states any of the grammar (#582 fetched the AWS and Azure PAT pages). gitleaks, trufflehog and Nosey Parker agree on dapi + 32 lowercase hex. Microsoft Purview's entity page gives only a 32-character length, admits A-F, and its own example contradicts its pattern. GitHub's partner list has 12 Databricks secret types; this family covers dapi only.
Issuance
not attempted; measuring case and suffix needs one issued token (#697).
Contract in core
detector-families.md (databricks_personal_access_token, always redacted; the prefix makes it bare-detectable).

In this benchmark

Fixture rows on the current run. Counts are for redact-secret in published · redact-secret 0.1.0-beta.14 mode.
Fixtures
47
Left readable
0
Redacted too much
0
False alarms
0

47 fixtures: 20 expect a redaction, 27 must stay quiet. See every row

redact-secret fixture counts by evidence level
Evidence levelFixturesLeft readableToo muchFalse alarms
T2Tool-corroborated33000
T3Project policy7000
T0Pending review7000

Every scanner on the same fixtures

In run order. Counts are what each scanner recorded on this family's fixtures, whichever rules it has; a scanner with no rule for the family has nothing to report on it.

Counts per scanner on this family's fixtures
ScannerFixturesLeft readableToo muchFalse alarms
flare-redactRuntime library · 1.6.1 · Published npm package · secrets-only (pii, generic_assignment disabled) · JavaScript engine1 rule targets it47000
gitleaksRepository scanner · 8.30.1 · Directory scan · default rules1 rule targets it47000
redact-secretProduct measured here · 0.1.0-beta.14 · Published npm package · default detectors1 detector mapped47000
trufflehogRepository scanner · 3.97.4 · Filesystem scan · verification disabled1 rule targets it47600

Benchmark dossier questions

Things the sources do not settle. They are listed so nobody reads them as settled.
Open caveat
No Databricks page states the dapi prefix, length or alphabet; uppercase hex and the optional -<digit> suffix are disputed between sources. Needs one issued token (recorded in #697).

Looks like it, but isn't

Values the dossier records as resembling this credential without being one.
Collisions
workspace hostnames (dbc-..., adb-...) and the token_id returned beside token_value are public. OAuth client secrets are a separately documented scope extension, not this family.

Scanner rules for this family

Mapped by hand (reviewed 2026-09-30) from each scanner's pinned rule file, never from what a scanner found on the fixtures.
Peer scanner rules that target this family
ScannerRuleWhat the rule matches
flare-redact · rules 1.6.1databricks_tokendapi + 32 hex, optional -digit
gitleaks · rules 8.30.1databricks-api-tokendapi + 32 hex, optional -digit
trufflehog · rules 3.97.4databrickstokendapi + 32 hex, optional -digit

No rule maps to this family in openredaction.

47 of 47 rows

Fixtures in this family

47 rows, redact-secret's outcome on each. Rows that need a look come first (0), then the rest in corpus order. Choose "Every scanner" to see each scanner's outcome for the same rows.
Fixtures in Personal access token
FixtureKind and evidenceredact-secret
databricks-personal-access-token-bare-shape-baredatabricks · documented-format-literalMust redactT2 · Tool-corroboratedRedacted
databricks-personal-access-token-bare-shape-quoteddatabricks · documented-format-literalMust redactT2 · Tool-corroboratedRedacted
databricks-personal-access-token-bare-shape-unicode-crlfdatabricks · documented-format-literalMust redactT2 · Tool-corroboratedRedacted
databricks-personal-access-token-cli-env-prefixdatabricks · documented-format-literalMust redactT2 · Tool-corroboratedRedacted
databricks-personal-access-token-debug-logdatabricks · documented-format-literalMust redactT2 · Tool-corroboratedRedacted
databricks-personal-access-token-tokens-create-jsondatabricks · documented-format-literalMust redactT2 · Tool-corroboratedRedacted
databricks-personal-access-token-actions-envdatabricks · unsettled-evidence-inputPending reviewT0 · PendingUnscored
databricks-personal-access-token-actions-secret-referencedatabricks · templated-referenceMust not flagT3 · Project policyQuiet
databricks-personal-access-token-bare-shape-alphabet-bare-twindatabricks · wrong-alphabetMust not flagT2 · Tool-corroborated · twinQuiet
databricks-personal-access-token-bare-shape-alphabet-quoted-twindatabricks · wrong-alphabetMust not flagT2 · Tool-corroborated · twinQuiet
databricks-personal-access-token-bare-shape-alphabet-unicode-crlf-twindatabricks · wrong-alphabetMust not flagT2 · Tool-corroborated · twinQuiet
databricks-personal-access-token-bare-shape-bare-twindatabricks · wrong-lengthMust not flagT2 · Tool-corroborated · twinQuiet
databricks-personal-access-token-bare-shape-quoted-twindatabricks · wrong-lengthMust not flagT2 · Tool-corroborated · twinQuiet
databricks-personal-access-token-bare-shape-unicode-crlf-twindatabricks · wrong-lengthMust not flagT2 · Tool-corroborated · twinQuiet
databricks-personal-access-token-cfg-template-placeholderdatabricks · documentation-placeholderMust not flagT3 · Project policyQuiet
databricks-personal-access-token-compose-alphabet-twindatabricks · wrong-alphabetMust not flagT2 · Tool-corroborated · twinQuiet
databricks-personal-access-token-compose-envdatabricks · documented-format-literalMust redactT2 · Tool-corroboratedRedacted
databricks-personal-access-token-compose-long-twindatabricks · wrong-lengthMust not flagT2 · Tool-corroborated · twinQuiet
databricks-personal-access-token-compose-prefix-twindatabricks · prefix-near-missMust not flagT2 · Tool-corroborated · twinQuiet
databricks-personal-access-token-curl-token-userdatabricks · documented-format-literalMust redactT2 · Tool-corroboratedRedacted
databricks-personal-access-token-databrickscfgdatabricks · documented-format-literalMust redactT2 · Tool-corroboratedRedacted
databricks-personal-access-token-envdatabricks · documented-format-literalMust redactT2 · Tool-corroboratedRedacted
databricks-personal-access-token-gitlab-ci-variablesdatabricks · documented-format-literalMust redactT2 · Tool-corroboratedRedacted
databricks-personal-access-token-identifier-prefix-near-missdatabricks · format-near-missMust not flagT2 · Tool-corroboratedQuiet
databricks-personal-access-token-jdbc-urldatabricks · documented-format-literalMust redactT2 · Tool-corroboratedRedacted
databricks-personal-access-token-job-run-url-public-iddatabricks · public-identifierMust not flagT2 · Tool-corroboratedQuiet
databricks-personal-access-token-label-prosedatabricks · benign-lookalikeMust not flagT3 · Project policyQuiet
databricks-personal-access-token-maskdatabricks · benign-lookalikeMust not flagT3 · Project policyQuiet
databricks-personal-access-token-oauth-note-prosedatabricks · prose-mentionMust not flagT3 · Project policyQuiet
databricks-personal-access-token-prefix-onlydatabricks · benign-lookalikeMust not flagT2 · Tool-corroboratedQuiet
databricks-personal-access-token-public-iddatabricks · benign-lookalikeMust not flagT2 · Tool-corroboratedQuiet
databricks-personal-access-token-referencedatabricks · benign-lookalikeMust not flagT3 · Project policyQuiet
databricks-personal-access-token-rest-bearerdatabricks · documented-format-literalMust redactT2 · Tool-corroboratedRedacted
databricks-personal-access-token-rotated-shape-baredatabricks · unsettled-evidence-inputPending reviewT0 · PendingUnscored
databricks-personal-access-token-rotated-shape-bare-twindatabricks · unsettled-evidence-inputPending reviewT0 · PendingUnscored
databricks-personal-access-token-rotated-shape-quoteddatabricks · unsettled-evidence-inputPending reviewT0 · PendingUnscored
databricks-personal-access-token-rotated-shape-quoted-twindatabricks · unsettled-evidence-inputPending reviewT0 · PendingUnscored
databricks-personal-access-token-rotated-shape-unicode-crlfdatabricks · unsettled-evidence-inputPending reviewT0 · PendingUnscored
databricks-personal-access-token-rotated-shape-unicode-crlf-twindatabricks · unsettled-evidence-inputPending reviewT0 · PendingUnscored
databricks-personal-access-token-sdk-workspace-clientdatabricks · documented-format-literalMust redactT2 · Tool-corroboratedRedacted
databricks-personal-access-token-secret-scope-referencedatabricks · templated-referenceMust not flagT3 · Project policyQuiet
databricks-personal-access-token-shell-exportdatabricks · documented-format-literalMust redactT2 · Tool-corroboratedRedacted
databricks-personal-access-token-short-bodydatabricks · benign-lookalikeMust not flagT2 · Tool-corroboratedQuiet
databricks-personal-access-token-terraform-providerdatabricks · documented-format-literalMust redactT2 · Tool-corroboratedRedacted
databricks-personal-access-token-truncated-audit-near-missdatabricks · format-near-missMust not flagT2 · Tool-corroboratedQuiet
databricks-personal-access-token-wheel-checksum-encoded-valuedatabricks · benign-encoded-valueMust not flagT2 · Tool-corroboratedQuiet
databricks-personal-access-token-workspace-ids-public-iddatabricks · public-identifierMust not flagT2 · Tool-corroboratedQuiet

Sources

Researched 2026-09-25.

Documentation and code

Research log