artoo
artoo makes any-to-any clinical dataset conversion lossless by construction.
Comparison · Infra & APIs
Apache CloudStack vs usmapdata
A side-by-side editorial comparison of Apache CloudStack and usmapdata — release velocity, themes, recent moves, and the top alternatives to consider.
Apache CloudStack vs usmapdata: at a glance
What is Apache CloudStack?
CloudStack ships two LTS branches in lockstep and publishes nothing but pointers
Apache CloudStack maintains 4.20 and 4.22 as parallel LTS lines and tags them together — 4.20.3.1 and 4.22.1.1 were cut 49 minutes apart, both with bodies that say only which branch was tagged. The release entries themselves carry no content: the standard body is a set of links to release notes, install, upgrade, admin, and API docs hosted elsewhere. The one exception is the security releases, where the CVE list is written inline.
What is usmapdata?
usmapdata ships its 2025 shapefiles on the year-indexed model it adopted in 0.4.0.
usmapdata supplies the boundary data behind usmap's plotting functions. Since 0.4.0 it has been year-indexed: us_map(data_year = ) selects a vintage, and each Census release is added as its own year with older ones still reachable. 1.1.0 adds 2025. 1.0.0 closed the package's longest-standing gap by adding Puerto Rico, retroactively across every vintage.
Apache CloudStack vs usmapdata: editorial side-by-side
Apache CloudStack
5.0INFRA · APIS
CloudStack ships two LTS branches in lockstep and publishes nothing but pointers
◆ Current state
Apache CloudStack maintains 4.20 and 4.22 as parallel LTS lines and tags them together — 4.20.3.1 and 4.22.1.1 were cut 49 minutes apart, both with bodies that say only which branch was tagged. The release entries themselves carry no content: the standard body is a set of links to release notes, install, upgrade, admin, and API docs hosted elsewhere. The one exception is the security releases, where the CVE list is written inline.
◆ Where it's heading
The pattern is stable and unlikely to change: maintenance releases on both LTS lines, a regular release on its own cadence, and security fixes backported across every supported branch at once. Because the feed only becomes descriptive when an advisory forces detail into it, the visible record of this project skews heavily toward vulnerabilities — seven CVEs across backups, templates, and cross-tenant Proxmox access in May alone — and says almost nothing about features.
◆ Prediction
Expect the paired-branch tagging to continue, with the next informative entry being a security release rather than a feature one. Nothing in this feed supports a claim about where CloudStack's capabilities are heading; that information lives in the release notes it links to.
usmapdata
2.5INFRA · APIS
usmapdata ships its 2025 shapefiles on the year-indexed model it adopted in 0.4.0.
◆ Current state
usmapdata supplies the boundary data behind usmap's plotting functions. Since 0.4.0 it has been year-indexed: us_map(data_year = ) selects a vintage, and each Census release is added as its own year with older ones still reachable. 1.1.0 adds 2025. 1.0.0 closed the package's longest-standing gap by adding Puerto Rico, retroactively across every vintage.
◆ Where it's heading
The package has settled into a predictable rhythm — one shapefile vintage per year, with structural change rare and clustered. The two changes that mattered were data_year in 0.4.0, which turned a single-vintage dataset into a time series, and the tibble-to-data-frame switch in 0.6.0 that reduced what downstream callers have to depend on.
◆ Prediction
The stated policy — each year added going forward, previous years reachable through data_year — points to a 2026 vintage as the next release. Nothing in these notes suggests further change to the data model.
Alternatives to Apache CloudStack and usmapdata
Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Apache CloudStack or usmapdata.
tabular
tabular went from clinical tables to complete TFL output in under two months.
glcdp
glcdp reaches 1.0.0 with a stable schema contract behind its data explorer.
prova
prova adds expected-utility calculation on top of its Bayesian inference core.
checkhelper
checkhelper grew from a check wrapper into a CRAN pre-submission auditor.
rstudio.prefs
Four years dormant, rstudio.prefs returns under a new maintainer.
See all Apache CloudStack alternatives → · See all usmapdata alternatives →
Recent activity from Apache CloudStack and usmapdata
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoApache CloudStackCloudStack 4.22.1.1 tags a fix branch with no published notes
- 2d agoApache CloudStackCloudStack 4.20.3.1 tags the parallel LTS fix branch
- 23d agousmapdata2025 Census shapefiles added
- 2mo agoApache CloudStackApache CloudStack 4.22.1.0 (LTS)
- 3mo agoApache CloudStackCloudStack 4.22.0.1 patches 7 CVEs across backups and templates
- 4mo agoApache CloudStackApache CloudStack 4.20.3.0 (LTS)
- 9mo agoApache CloudStackApache CloudStack 4.22.0.0 (LTS)
- 0y agousmapdataPuerto Rico added across every map vintage
- 1y agousmapdataus_map() returns a data frame instead of a tibble
- 1y agousmapdata2024 Census shapefiles added
- 1y agousmapdatadata_year turns the package into a multi-vintage archive ⚡
- 2y agousmapdataMap data moves to 2023 shapefiles
Frequently asked questions
What is the difference between Apache CloudStack and usmapdata?
They serve adjacent needs but don't currently overlap on shipped themes. Apache CloudStack is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Apache CloudStack better than usmapdata?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apache CloudStack is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to Apache CloudStack?
Top Apache CloudStack alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Apache CloudStack alternatives" section above for the current picks, or visit /alternatives/cloudstack for the full list with editorial commentary on each.
What are the best alternatives to usmapdata?
Top usmapdata alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "usmapdata alternatives" section above for the current picks, or visit /alternatives/usmapdata for the full list with editorial commentary on each.