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polars-ops

v0.53.0 Growing

More operations on Polars data structures

MIT Edition 2024
GitHub ↗ crates.io ↗ Compare with…

Quick Verdict

  • ✓Actively maintained (updated 47d ago)
  • !Pre-1.0: API may have breaking changes
  • ✓Trusted by 629 crates
  • !Heavy dependency tree (35 direct deps)
  • ✓Permissive license (MIT)

Security

Checking security advisories...
Downloads
9.3M
Dependents
629
Releases
74
Size
178KB

Deep Insights

📊
Steady growth

910.0K downloads in the last 30 days (30.3K/day), up 16% from the previous period.

🔗
Moderate adoption

629 crates depend on polars-ops. Reasonable ecosystem adoption, though not yet a core dependency.

🔬
Pre-1.0 for over a year

Despite being 3+ years old, polars-ops hasn't reached 1.0 yet. Expect potential API changes between versions.

📦
Heavy dependency tree

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

🌟
Used by top crates

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

Health Breakdown

Maintenance 16/25

Recency, release consistency, active ratio

Quality 14/25

Yanked ratio, deps, size, maturity, features

Community 11/20

Reverse deps, ownership, ecosystem

Popularity 8/15

Downloads, momentum, growth trend

Documentation 10/15

Docs, repo, license, metadata

Download Trend

Daily downloads · last 90 days
25K/day avg+63%
010K20K30K40K12/291/162/32/213/113/28

Top Dependents

Most downloaded crates that depend on polars-ops

polars
9.5M dl 60
polars-lazy
9.4M dl 60
polars-time
9.2M dl 61
polars-plan
9.1M dl 60
polars-sql
8.1M dl 62
polars-pipe
7.3M dl 51
polars-expr
3.5M dl 58
polars-mem-engine
3.2M dl 59
polars-stream
2.7M dl 56
re_arrow_store
91.0K dl 47

Version Adoption

v0.30.0
60%
v0.46.0
15%
v0.32.1
12%
v0.52.0
7%
v0.49.1
6%

Release Timeline

74 releasessince 2022
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Feature Flags

abscovlogrlediffewmahashhistmoderanksimdfusedis_inpeakspivotserdetop_kgatheriejoinmomentobjectrandombig_idxbitwisecum_aggcutqcutewma_bynightlyreplacestringsbusinessdtype-i8dtype-u8index_ofis_closeasof_joindtype-f16dtype-i16dtype-u16find_manyis_uniquelist_setsrepeat_bytimezonescross_joindsl-schemadtype-datedtype-i128dtype-timedtype-u128is_betweenlist_countpct_changeperformantstring_padto_dummiesarray_countchunked_idsdtype-arrayinterpolatelist_filterlist_gatherlist_samplereinterpretallow_unuseddtype-structlist_any_allmerge_sortedround_seriesapprox_uniquearray_any_alldtype-decimalsearch_sortedunique_countsdtype-datetimedtype-durationextract_groupsinterpolate_bylist_to_structpropagate_nansrolling_windowsemi_anti_joinstring_reversearray_to_structbinary_encodingdtype-extensionlist_drop_nullsstring_encodingextract_jsonpathis_last_distinctstring_normalizedtype-categoricalis_first_distinctrolling_window_bystring_to_integer

README

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Maintainers

ritchie46
Ritchie Vink
39 crates
stijnherfst
Stijn
27 crates
Dependencies
35
direct dependencies
Dependents
629
crates depend on polars-ops