Current repository readingScanned Jul 24, 2026, 5:58 PM UTC

auron Codebase Valuation

The Auron accelerator for distributed computing framework (e.g., Spark) leverages native vectorized execution to accelerate query processing

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RepoWorth
github.com/apache

auron

The Auron accelerator for distributed computing framework (e.g., Spark) leverages native vectorized execution to accelerate query processing

RepoWorth$14,976Current measured development value · 8.5 active build days
Rebuild complexity97.132/100Profile: Complex
1M code tokens712 source filesRust primary language
Scanned Jul 24, 2026Public GitHub repositorycodevaluation.com/repoworth/auron
Authored code1M tokens · 122,793 source lines
Complexity97.132/100 · Complex
Primary stackRust
Scan coverage100% · Content scan
RepoWorth development valuation

One valuation, with the evidence behind it.

RepoWorth models the current development value represented by the visible repository evidence. It does not include ideation, intellectual property, business value, product discovery, or sale price.

RepoWorthCurrent measured development value
$14,976

Modeled range $11,981 to $17,971

8.5 active build days68.1 engineering hours850.7K implementation tokens
Repository evidenceMeasured at the scanned commit
1M tokens

122,793 source lines across 712 authored files

156 test files5,356 dependencies100% scan coverage
Measured RepoWorth history

The current RepoWorth starts the measured history.

This current scan is the first measured point. Later scans add comparable history when the repository changes. RepoWorth is not back-cast onto commits that were never scanned.

Recorded RepoWorth$14,976
Current measured reading
Measured · Jul 24, 2026Data through · Jul 24, 2026
Measurement basisCurrent readingCurrent published repository scan
Evidence coverage100%current scan
Complexity97/100Measured from code scale and structural signals
Maintainability64/100Current structure, tests, and generated-code balance

This current scan establishes the RepoWorth baseline. Comparable value changes appear only after another completed scan under the same measurement basis.

52-week repository activity

613 commits across the public default-branch history.

Commit activity provides delivery context. It does not assign a historical RepoWorth to unscanned commits or treat commit count as value.

Jul 27, 2025Weekly commitsJul 19, 2026

RepoWorth history compares completed repository scans only when their measurement basis is compatible. Commit activity is shown separately so delivery volume is not presented as code value.

Repository contributors

Top contributors.

Ranked from the public GitHub contributor evidence available at the latest scan. This table describes measured repository activity, not ownership or original authorship.

RankContributorContributionsShare of top groupLatest measured activity
#1richox@richox33240.7%Current GitHub contributor snapshot
#2yjshen@yjshen8810.8%Current GitHub contributor snapshot
#3cxzl25@cxzl258310.2%Current GitHub contributor snapshot
#4yew1eb@yew1eb678.2%Current GitHub contributor snapshot
#5turboFei@turboFei536.5%Current GitHub contributor snapshot
#6merrily01@merrily01526.4%Current GitHub contributor snapshot
#7Tartarus0zm@Tartarus0zm506.1%Current GitHub contributor snapshot
#8slfan1989@slfan1989384.7%Current GitHub contributor snapshot
#9weimingdiit@weimingdiit283.4%Current GitHub contributor snapshot
#10guixiaowen@guixiaowen253.1%Current GitHub contributor snapshot
About auron

What the public repository appears to contain.

The Auron accelerator for distributed computing framework (e.g., Spark) leverages native vectorized execution to accelerate query processing

arrowbig-datadatafusionrust-langspark
License
Apache-2.0
Default branch
master
GitHub stars
1,780
Forks
228
Last public push
Jul 24, 2026
Repository state
Active public repository
Detected language profile4.6MB authored source
Rust45.21%
Scala27.42%
Java18.97%
XML4.27%
SQL3.08%
Shell0.76%
Python0.29%
Source files712
Test files156
Manifests39
Dependencies5,356
Measured technical evidence

A fuller view of what the scanner found.

These values come from the same immutable repository scan as the headline RepoWorth. They stay tied to the scanned commit so the reading can be inspected against one exact source state.

Maintainability signal64/100

Established based on deterministic repository structure and complexity signals.

Production source862.6K tokens

First-party implementation tokens eligible for the modeled code-scale input.

Test evidence181.7K tokens

156 detected test files contribute separately from production code.

Configuration and infrastructure5.2K tokens

39 manifests and 0 workspace boundaries were detected.

Documentation1.3M tokens

110 documentation files remain visible as a distinct enablement signal.

Integration surface4,124 signals

5,356 dependency declarations and 745 public-interface signals were measured.

Repository structure14 levels deep

0 large files and 11,990 branch signals add structural context.

Excluded from authored evidence0 files

5 generated files were identified. Ignored and generated material does not inflate RepoWorth.

Measured repository distinctions

Repository evidence highlights.

Each highlight records a measured characteristic of the same repository scan used for this RepoWorth report.

architecture

Interface builder

At least 500 deterministic public interface signals were measured in source.

enablement

Documented foundation

At least 100,000 documentation tokens were measured in public documentation paths.

architecture

Integration surface

At least 1,000 deterministic integration signals were measured in source.

breadth

Polyglot system

At least five languages each represent one percent or more of measured source tokens.

architecture

Dependency ecosystem

At least 500 dependency declarations were measured across supported manifests.

enablement

Documentation atlas

More than one million measured documentation tokens support the public codebase.

Technical effort profile

What makes this repository harder to rebuild.

Code scale, branching, dependencies, languages, structure, and visible test evidence shape the implementation and verification effort represented by this repository.

Code scaleHigh

Measured from the current source archive.

ComplexityHigh

Derived from branch density, dependencies, languages, and code scale.

VerificationHigh

Measures visible test code relative to the source corpus.

Development effort composition

Source volume alone does not explain the work.

This view separates authored evidence from the implementation, integration, verification, and engineering oversight represented by the current repository.

Reading boundary: These are modeled development inputs for the visible code. They do not include product discovery, company value, private systems, or commercial outcomes.

Weighted authored evidence850.7KProduction, tests, configuration, and documentation
Estimated implementation output850.7KImplementation, retries, integration, and verification
Engineering oversight68.1 hoursOrientation, integration, tests, and review
Active build time8.5 daysModeled effort represented by the current source state
Evidence boundary

What this valuation includes.

CodeValuation.com counted supported authored source on commit b448d5eb7d96da0434478188ffa5ab18b459ce00, measured deterministic repository signals, then estimated implementation, rework, testing, integration, and engineering oversight.

Included

Supported first-party source, tests, configuration, manifests, repository structure, dependency signals, and framework boundaries.

Excluded

Common generated and vendored files, build output, dependencies, lockfiles, minified assets, binaries, media, and private systems outside this repository.

Not claimed

Ideation, intellectual-property rights, security posture, production reliability, company value, sale price, revenue, user value, proprietary data, or the cost of discovering the original product.

This is a modeled current development valuation for the repository's visible code at a specific commit. It reflects code volume, implementation output, complexity, and engineering oversight. It is not a business valuation, investment appraisal, security review, or estimate of sale price, ideation, intellectual property, revenue, users, brand, proprietary data, undocumented domain knowledge, or private infrastructure.

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