Active OSI-approved OSS Data Data Pipelines

Sail

Drop-in Apache Spark replacement written in Rust for batch and streaming workloads.

Data confidence87/100
Source coverage81/100
Publish confidence85/100
Pricing checkedNo current pricing evidence
Score Breakdown

Public signal read

?

How to read this

These bars are a reader-facing view of the ToolVitals evidence model. They summarize maintenance, shipping, confidence, and decay signals. Hosted pricing evidence is shown separately.

Activity
Recent commits, releases, changelog, package, and product-motion signals.
Reliability
Maintenance posture from recency, release evidence, availability, and repo signals.
Adoption
Public footprint from GitHub stars, forks, and watchers when available.
Sustainability
Longer-term posture combining health, activity, adoption, confidence, and decay risk.
ToolVitals95/100Health93/100Shipping100/100Zombie Risk0/100
Overall Score 95 Active
Activity 100
Reliability 93
Adoption 68
Sustainability 91

Score History

Scores collected daily. More data points appear as the tracker runs.

About this tool

What ToolVitals knows about Sail

Drop-in Apache Spark replacement written in Rust for batch and streaming workloads.

This tool has an OSI-approved open-source license signal.

Maintenance and shipping signals are strong.

Source-visible project Data Pipelines OSI-approved OSS Scored Intelligence
Repository

GitHub Activity

RS
lakehq/sail
Stars 2,749
Forks 159
Watchers 2,749
Open Issues 218
Primary Language
Rust
Last Commit
Today
Releases 90d
6
Default Branch
main
License
Apache-2.0
Repository Status
Active repository
Evidence

Signal Quality

Data Confidence 87/100 Strong
Source Coverage 81/100 Good
Publish Confidence 85/100 Strong

ConfidenceHigh-confidence score from multiple public signals.

Zombie RiskNo meaningful zombie signal right now.

How ToolVitals scores work
Openness

License Evidence

Class
OSI-approved OSS
License
Apache-2.0
Pricing Scope
No hosted pricing tracked

This tool has an OSI-approved open-source license signal.

External Signals

Non-blocking Hooks

OpenSSF Scorecard hook
lakehq/sail
deps.dev hook
Dependency intelligence candidate
ecosyste.ms hook
Repository/package metadata candidate
OSV advisory hook
Ready for package advisory matching
Sources

Tracked Sources

Profile

Classification

Category
Data
Use Case
Data Pipelines
Openness
OSI-approved OSS
License
Apache-2.0
Pricing Scope
No hosted pricing tracked
Tool Mode
Source-visible project
Score Model
Open Source Maintenance
Score Visibility
Scored Intelligence
Status
Active
Hosted Pricing

Pricing Evidence

Scope
No hosted pricing tracked
Free Tier
Not detected
Currency
USD
Tracked Plans
0
Latest

Recent Updates

Tags
datasparkstream-processinglakehouseopen-sourcebatch-processingetltransformationapache-icebergapache-sparkarrowartificial-intelligencebig-datadata-engineeringdatafusiondelta-lakedistributed-computingicebergmachine-learningparquetpysparkpythonrustspark-connectspark-sqlsql

Recommended Alternatives

Top-ranked tools in the same use case by public ToolVitals evidence.

Dagster

Active · OSI-approved OSS

100

CocoIndex

Active · OSI-approved OSS

97

MLRun

Active · OSI-approved OSS

97

Some links are affiliate links. ToolVitals may earn a commission from qualifying purchases.