dbekaert/RAiDER

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94 of your 110 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

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https://github.com/dbekaert/RAiDER · scanned 2026-06-05 21:20 UTC (4 days, 11 hours ago) · 10 languages

107 findings 11/13 scanners ran 95th percentile · Python · medium (20-100K LoC)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

56 actionable findings from 1 signal source. 26 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	60.0	0.15	9.00
`security_score`	100.0	0.25	25.00
`testing_score`	100.0	0.20	20.00
`documentation_score`	100.0	0.15	15.00
`practices_score`	85.0	0.15	12.75
`code_quality`	50.0	0.10	5.00
Overall		1.00	86.8

security_score may be inflated — optional security scanners were skipped on this fast scan

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 7 Medium 7 Low 4 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 56 System graph 0 Crowd 0 Layer: Quality 48 Cicd 6 Software 2

Exclude dismissed / FP Exclude test files

Showing 14 of 56 actionable findings. 82 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high Security checks quality Quality conf 1.00 ✓ Repobility 10 occurrences [MINED107] Missing import: `time` used but not imported: The file uses `time.something(...)` but never imports `time`. This raises NameError at runtime the first time the line executes.

Add `import time` at the top of the file.

9 files, 10 locations

tools/RAiDER/utilFcns.py:258, 417 (2 hits)

test/__init__.py:53

tools/RAiDER/cli/raider.py:827

tools/RAiDER/delay.py:366

tools/RAiDER/getStationDelays.py:82

tools/RAiDER/interpolator.py:125

tools/RAiDER/models/merra2.py:92

tools/RAiDER/models/weatherModel.py:312

high Security checks software dependencies conf 0.90 ✓ Repobility [MINED118] Dockerfile FROM `condaforge/mambaforge:latest` not pinned by digest: `FROM condaforge/mambaforge:latest` resolves the tag at build time. The registry CAN re-push a different image for the same tag, so every build is potentially different. Production images should pin to `image@sha256:...` for reproducibility + supply-chain integrity.

Replace with: `FROM condaforge/mambaforge:latest@sha256:<digest>`. Get the digest from `docker manifest inspect`. Re-pin via a scheduled bot (Renovate, Dependabot).

Dockerfile:1

high Security checks cicd CI/CD security conf 0.92 Dockerfile copies the entire context without .dockerignore

Create .dockerignore before using broad context copies, or copy only the required files and directories.

Dockerfile:36 CI/CD securitycontainers

medium Security checks cicd CI/CD security conf 0.90 ✓ Repobility 7 occurrences GitHub Action is tag-pinned rather than SHA-pinned

[MINED115] Action `ASFHyP3/actions/.github/workflows/reusable-version-info.yml` pinned to mutable ref `@v0.20.0`: `uses: ASFHyP3/actions/.github/workflows/[email protected]` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actio…

6 files, 7 locations

.github/workflows/build.yml:16, 24 (2 hits)

.github/workflows/changelog.yml:16

.github/workflows/deploy-docs.yml:16

.github/workflows/labeled-pr.yml:15

.github/workflows/release.yml:10

.github/workflows/tag.yml:10

CI/CD securitySupply chainGitHub Actions

low Security checks cicd CI/CD security conf 0.90 ✓ Repobility GitHub Action is tag-pinned rather than SHA-pinned

[MINED115] Action `actions/checkout` pinned to mutable ref `@v5`: `uses: actions/checkout@v5` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lo…

.github/workflows/deploy-docs.yml:13 CI/CD securitySupply chainGitHub Actions

medium Security checks quality Quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `__init__` (dict): `def __init__(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.

Use None as the default and create the collection inside the function: `def __init__(x=None): x = x or []`

tools/RAiDER/cli/validators.py:409

medium Security checks quality Quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `__init__` (list): `def __init__(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.

Use None as the default and create the collection inside the function: `def __init__(x=None): x = x or []`

tools/RAiDER/cli/statsPlot.py:952

medium Security checks quality Quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `concatDelayFiles` (list): `def concatDelayFiles(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.

Use None as the default and create the collection inside the function: `def concatDelayFiles(x=None): x = x or []`

tools/RAiDER/gnss/processDelayFiles.py:128

low Security checks quality Error handling conf 0.55 ✓ Repobility 10 occurrences Broad exception handler needs review

This handler catches Exception/BaseException. It is actionable when it swallows errors without logging, re-raising, or returning a structured error. Handlers that intentionally convert exceptions into typed error results should not be treated as high risk.

6 files, 10 locations

tools/RAiDER/models/weatherModel.py:458, 632, 846 (3 hits)

tools/RAiDER/gnss/downloadGNSSDelays.py:50, 223 (2 hits)

tools/RAiDER/losreader.py:253, 359 (2 hits)

tools/RAiDER/cli/statsPlot.py:1395

tools/RAiDER/getStationDelays.py:105

tools/RAiDER/gnss/processDelayFiles.py:49

Error handlingquality

medium Security checks cicd CI/CD security conf 0.90 Docker build context has no .dockerignore

Add .dockerignore with at least .git, .env, private keys, dependency folders, build outputs, and local databases.

.dockerignore CI/CD securitycontainers

medium Security checks cicd CI/CD security conf 0.84 Docker build context is very large

Shrink the build context with .dockerignore, move generated/runtime data outside the build context, and copy only the manifest files needed for cached dependency layers.

.dockerignore CI/CD securitycontainers

medium Security checks cicd CI/CD security conf 0.94 Dockerfile base image uses the latest tag

Pin to a maintained version tag or digest and update it deliberately through dependency automation.

Dockerfile:1 CI/CD securitycontainers

low Security checks quality Quality conf 0.60 Duplicated implementation block across source files

Duplicate implementation blocks are maintenance debt. Keep them visible, but they are not a high-severity defect unless the duplicated logic is security-sensitive or drifting.

tools/bindings/interpolate/src/interpolate.h:91 duplicationquality

low Security checks quality Quality conf 0.60 Duplicated implementation block across source files

Duplicate implementation blocks are maintenance debt. Keep them visible, but they are not a high-severity defect unless the duplicated logic is security-sensitive or drifting.

tools/RAiDER/models/merra2.py:107 duplicationquality

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