weighted_statistics
High-performance weighted statistics functions for sparse data
pg_weighted_statistics : High-performance weighted statistics functions for sparse data
Overview
| ID | Extension | Package | Version | Category | License | Language |
|---|---|---|---|---|---|---|
| 4680 | weighted_statistics | pg_weighted_statistics | 1.0.0 |
FUNC | PostgreSQL | C |
| Attribute | Has Binary | Has Library | Need Load | Has DDL | Relocatable | Trusted |
|---|---|---|---|---|---|---|
| --s-d-r | No | Yes | No | Yes | yes | no |
Packages
| Type | Repo | Version | PG Major Compatibility | Package Pattern | Dependencies |
|---|---|---|---|---|---|
| EXT | PIGSTY | 1.0.0 |
18 17 16 15 14 | pg_weighted_statistics |
- |
| RPM | PIGSTY | 1.0.0 |
18 17 16 15 14 | pg_weighted_statistics_$v |
- |
| DEB | PIGSTY | 1.0.0 |
18 17 16 15 14 | postgresql-$v-weighted-statistics |
- |
| Linux / PG | PG18 | PG17 | PG16 | PG15 | PG14 |
|---|---|---|---|---|---|
| el8.x86_64 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 |
| el8.aarch64 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 |
| el9.x86_64 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 |
| el9.aarch64 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 |
| el10.x86_64 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 |
| el10.aarch64 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 |
| d12.x86_64 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 |
| d12.aarch64 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 |
| d13.x86_64 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 |
| d13.aarch64 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 |
| u22.x86_64 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 |
| u22.aarch64 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 |
| u24.x86_64 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 |
| u24.aarch64 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 |
| u26.x86_64 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 |
| u26.aarch64 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 | PIGSTY 1.0.0 |
Source
github.com/schmidni/pg_weighted_statistics
pg_weighted_statistics-1.0.0.tar.gz
Install
Make sure PGDG and PIGSTY repo available:
Install this extension with pig:
Create this extension with:
Usage
weighted_statistics: weighted statistical functions for PostgreSQL
High-performance C extension providing weighted statistical functions with automatic sparse data handling (when sum(weights) < 1.0).
Functions
| Function | Description |
|---|---|
weighted_mean(values[], weights[]) |
Weighted mean |
weighted_variance(values[], weights[], ddof) |
Weighted variance (ddof: 0=population, 1=sample) |
weighted_std(values[], weights[], ddof) |
Weighted standard deviation |
weighted_quantile(values[], weights[], quantiles[]) |
Empirical CDF quantiles |
wquantile(values[], weights[], quantiles[]) |
Type 7 (Hyndman-Fan) quantiles |
whdquantile(values[], weights[], quantiles[]) |
Harrell-Davis quantiles |
weighted_median(values[], weights[]) |
50th percentile shortcut (empirical CDF) |