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polars-core

v0.54.4 Growing

Core of the Polars DataFrame library

MIT Edition 2024

Quick Verdict

  • โœ“Actively maintained (updated 39d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Massive adoption (1.5K crates depend on it)
  • !Heavy dependency tree (41 direct deps)
  • โœ“Permissive license (MIT)

Security

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Downloads
13.1M
Dependents
1.5K
Releases
107
Size
444KB

Deep Insights

๐Ÿ“Š
Stable downloads

939.7K downloads in the last 30 days (31.3K/day). Volume is roughly flat compared to the previous period.

๐Ÿ”—
Widely adopted

1.5K crates depend on polars-core. Strong ecosystem adoption means battle-tested code and long-term stability.

๐Ÿ”ฌ
Pre-1.0 for over a year

Despite being 5+ years old, polars-core hasn't reached 1.0 yet. Expect potential API changes between versions.

๐Ÿ“ฆ
Heavy dependency tree

41 direct dependencies. Consider the impact on compile times and supply chain complexity.

๐ŸŒŸ
Used by top crates

Notable dependents include polars-io, polars, polars-lazy, polars-ops, polars-time. When high-quality crates choose polars-core, it's a strong quality signal.

Health Breakdown

Maintenance 17/25

Recency, release consistency, active ratio

Quality 13/25

Yanked ratio, deps, size, maturity, features

Community 12/20

Reverse deps, ownership, ecosystem

Popularity 8/15

Downloads, momentum, growth trend

Documentation 10/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
29K/day avg-43%
010K20K30K40K50K4/265/146/16/197/77/24

Top Dependents

Version Adoption

v0.52.0
31%
v0.49.1
26%
v0.53.0
19%
v0.51.0
16%
v0.50.0
8%

Release Timeline

10 releasessince 2025
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Feature Flags

default =["algorithm_group_by"]

fmtdocslazyrowssimdserdeavx512bigidxobjectpythonrandombitwisenightlyproductstringsdescribedtype-i8dtype-u8proptestrow_hashtemporalzip_withdtype-f16dtype-i16dtype-u16timezonesdsl-schemadtype-datedtype-i128dtype-timedtype-u128fmt_no_ttyperformantserde-lazydot_productdtype-arrayreinterpretallow_unuseddtype-structpartition_byround_seriesapprox_uniquedtype-decimalgroup_by_listtake_opt_iterunique_countsdocs-selectiondtype-datetimedtype-durationrolling_windowdiagonal_concatdtype-extensionlist_arithmeticarray_arithmeticdynamic_group_byis_last_distinctdtype-categoricalis_first_distinctrolling_window_byalgorithm_group_by*checked_arithmeticdataframe_arithmetic

README

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Maintainers

Dependencies
41
direct dependencies
Dependents
1.5K
crates depend on polars-core