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Comparison · Analytics
pedFamilias vs reproducible
A side-by-side editorial comparison of pedFamilias and reproducible — release velocity, themes, recent moves, and the top alternatives to consider.
pedFamilias vs reproducible: at a glance
What is pedFamilias?
pedFamilias exists to read one legacy file format, and it has that job nearly finished.
pedFamilias holds the Familias file interoperability code that was split out of forrel, principally readFam() and writeFam(). The visible history is short and narrow: URL paths accepted as input, a deduplicate option for files produced by the Familias DVI module, better handling of extra individuals, and a fallback mutation model when stabilization fails. The most recent release is explicitly maintenance.
What is reproducible?
reproducible added a windowed read path so remote GeoTiffs never fully download
reproducible provides caching and input-preparation tooling for R workflows, with prepInputs() as the central entry point for fetching, cropping and post-processing spatial data. Only two releases are on record here, both from May 2026 and two days apart: a feature release followed immediately by a CRAN-triggered patch.
pedFamilias vs reproducible: editorial side-by-side
pedFamilias
0.0ANALYTICS
pedFamilias exists to read one legacy file format, and it has that job nearly finished.
◆ Current state
pedFamilias holds the Familias file interoperability code that was split out of forrel, principally readFam() and writeFam(). The visible history is short and narrow: URL paths accepted as input, a deduplicate option for files produced by the Familias DVI module, better handling of extra individuals, and a fallback mutation model when stabilization fails. The most recent release is explicitly maintenance.
◆ Where it's heading
This is a package with a bounded remit. The format it parses does not change, so releases arrive only when someone encounters a file it mishandles, and the fixes are correspondingly specific. The interesting movement is upstream instead: forrel finally removed its deprecated readFam() re-export in 1.9.0, completing the split that created this package.
◆ Prediction
Expect continued low-frequency maintenance driven by real-world .fam files rather than any planned feature work.
reproducible
0.0ANALYTICS
reproducible added a windowed read path so remote GeoTiffs never fully download
◆ Current state
reproducible provides caching and input-preparation tooling for R workflows, with prepInputs() as the central entry point for fetching, cropping and post-processing spatial data. Only two releases are on record here, both from May 2026 and two days apart: a feature release followed immediately by a CRAN-triggered patch.
◆ Where it's heading
3.1.0 adds prepInputsCOG, a fast path inside prepInputs for remote tiled GeoTiffs including Cloud Optimized GeoTiffs. When the URL is HTTP(S) and any of to, cropTo or maskTo is supplied, only the spatial window of interest is fetched through GDAL's /vsicurl/, and the resulting windowed SpatRaster continues through the normal post-processing pipeline. The same release renames the inputPaths options to the destinationPathShared family with backwards-compatible aliases and a deprecation message, and lets alsoExtract accept regex patterns.
◆ Prediction
The COG path being opt-out via options(reproducible.useCOG = FALSE) suggests confidence in it as a default, so wider application across the prepInputs family is the plausible next step. Two entries is a thin base for predicting cadence.
Alternatives to pedFamilias and reproducible
Other Analytics 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 pedFamilias or reproducible.
spsurvey
spsurvey has spent four years consolidating after its 5.0.0 rewrite rather than adding to it
StreamCatTools
StreamCatTools is quietly moving off web services and onto cloud-native GeoParquet
qcTAF
qcTAF is building an automated checklist for reproducible fisheries assessments, one criterion at a time
rpymat
After three dormant years, rpymat returned to fix the OpenMP crash that breaks R and conda together
ieegio
ieegio's first release lands electrode trajectory burning and a WebGL-free surface plot
See all pedFamilias alternatives → · See all reproducible alternatives →
Recent activity from pedFamilias and reproducible
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2mo agopedFamiliasMaintenance release
- 3mo agoreproducibleInode comparison fix for large-inode file systems
- 3mo agoreproducibleprepInputsCOG fetches only the spatial window from remote GeoTiffs
- 1y agopedFamiliasreadFam() accepts URLs
- 2y agopedFamiliasExtra-individual parsing and mutation model fallback
- 2y agopedFamiliasdeduplicate option for Familias DVI files
Frequently asked questions
What is the difference between pedFamilias and reproducible?
They serve adjacent needs but don't currently overlap on shipped themes. pedFamilias and reproducible are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is pedFamilias better than reproducible?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. pedFamilias and reproducible are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to pedFamilias?
Top pedFamilias alternatives in Analytics are ranked by recent ship velocity. Browse the "pedFamilias alternatives" section above for the current picks, or visit /alternatives/pedfamilias for the full list with editorial commentary on each.
What are the best alternatives to reproducible?
Top reproducible alternatives in Analytics are ranked by recent ship velocity. Browse the "reproducible alternatives" section above for the current picks, or visit /alternatives/reproducible for the full list with editorial commentary on each.