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polars

v0.54.4 Growing

DataFrame library based on Apache Arrow

MIT Edition 2024
#arrow#dataframe#query-engine

Quick Verdict

  • โœ“Actively maintained (updated 39d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Massive adoption (6.6K crates depend on it)
  • !Heavy dependency tree (27 direct deps)
  • โœ“Permissive license (MIT)

Security

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Downloads
12.8M
Dependents
6.6K
Releases
123
Size
138KB

Deep Insights

๐Ÿ“Š
Stable downloads

923.2K downloads in the last 30 days (30.8K/day). Volume is roughly flat compared to the previous period.

๐Ÿ”—
Widely adopted

6.6K crates depend on polars. Strong ecosystem adoption means battle-tested code and long-term stability.

๐Ÿ”ฌ
Pre-1.0 for over a year

Despite being 6+ years old, polars hasn't reached 1.0 yet. Expect potential API changes between versions.

๐Ÿ“ฆ
Heavy dependency tree

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

๐ŸŒŸ
Used by top crates

Notable dependents include rust_xlsxwriter, duckdb, pyo3-polars, lingua, burn-dataset. When high-quality crates choose polars, 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 14/20

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
28K/day avg-42%
010K20K30K40K50K4/265/146/16/197/77/24

Top Dependents

Version Adoption

v0.52.0
30%
v0.49.1
26%
v0.53.0
19%
v0.51.0
15%
v0.48.1
10%

Release Timeline

10 releasessince 2025
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Feature Flags

default =["docs", "zip_with", "csv", "polars-parquet", "temporal", "fmt", "dtype-slim"]

absawscovcsecsv*fmt*gcpipclogrlesqlavrodiffdocs*ewmafullhisthttpjsonlazymetamoderankrowssignsimdtestasyncazurebenchcloudfusedis_inpeakspivotrangeregexserdetop_kavx512bigidxiejoinmomentobjectrandombitwisecum_aggcutqcutewma_byndarraynightlyparquetproductreplacestringsbusinesscoalescedescribedtype-i8dtype-u8index_ofir_serdeis_closerow_hashtemporal*true_divzip_with*arg_whereasof_joindtype-f16dtype-i16dtype-u16find_manyis_uniquelist_evallist_setsmonth_endoffset_byrepeat_bystreamingtimezonesconcat_strcross_joindecompressdtype-datedtype-fulldtype-i128dtype-slim*dtype-timedtype-u128fmt_no_ttyis_betweenlist_countpct_changeperformantscan_linesserde-lazystring_padto_dummiesarray_countchunked_idsdot_diagramdot_productdtype-arrayinterpolatelist_filterlist_gatherlist_samplemonth_startreinterpretallow_unuseddtype-structmerge_sortedpartition_byround_seriestrigonometryapprox_uniquedtype-decimalipc_streamingsearch_sortedtake_opt_iterunique_countsdocs-selectiondtype-datetimedtype-durationextract_groupsinterpolate_bylist_to_structpropagate_nansrolling_windowsemi_anti_joinstring_reversearray_to_structbinary_encodingcumulative_evaldiagonal_concatdtype-extensionlist_arithmeticlist_drop_nullsstring_encodingarray_arithmeticdynamic_group_byextract_jsonpathis_last_distinctstring_normalizedtype-categoricalis_first_distinctrolling_window_bystring_to_integerchecked_arithmeticpolars_cloud_clientpolars_cloud_serverdataframe_arithmetic

README

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Maintainers

Dependencies
27
direct dependencies
Dependents
6.6K
crates depend on polars

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