High-performance streaming converter between WKT and WKB geometry formats
Project description
wkb_wkt_converter
A high-performance, zero-dependency Rust library for streaming conversion between WKT/EWKT and WKB/EWKB geometry formats used in GIS systems (PostGIS, GDAL, etc.).
Exposes both a Rust API and Python bindings (via PyO3/maturin).
Features
- All 7 OGC geometry types:
Point,LineString,Polygon,MultiPoint,MultiLineString,MultiPolygon,GeometryCollection - All coordinate dimensions: XY, XYZ, M, ZM
- Both EWKB (PostGIS flag-bit encoding) and ISO WKB (type+1000 offset encoding) as input
- SRID preservation (EWKT ↔ EWKB); option to split SRID from geometry
- Big-endian and little-endian WKB input; little-endian EWKB output
EMPTYgeometry support- Per-member
EMPTYsupport insideMULTI*geometries - Hex WKB convenience helpers
- Memory-safe handling for malformed input: structurally invalid input returns descriptive errors, while trusted-valid fast paths may pass through malformed geometry bodies as invalid output bytes/text.
Conversion strategy
WKB → WKT is a straightforward streaming read. WKT → WKB uses a
seekable-buffer approach: count fields (ring count, point count, etc.) are
written as 0 placeholders and patched in-place after the coordinates are
streamed, avoiding a two-pass scan of the input.
Rust API
Add to Cargo.toml:
[dependencies]
wkb_wkt_converter = { path = "wkb_wkt_converter" }
Functions
// WKB/EWKB → WKT/EWKT (SRID embedded as "SRID=N;" prefix when present)
pub fn wkb_to_wkt(wkb: &[u8]) -> Result<String>
// WKB/EWKB → WKT, SRID returned separately (not in the string)
pub fn wkb_to_wkt_split_srid(wkb: &[u8]) -> Result<(String, Option<u32>)>
// WKT/EWKT → EWKB bytes (SRID embedded in bytes when present)
pub fn wkt_to_wkb(wkt: &str) -> Result<Vec<u8>>
// WKT/EWKT → EWKB bytes, SRID returned separately (not in bytes)
pub fn wkt_to_wkb_split_srid(wkt: &str) -> Result<(Vec<u8>, Option<u32>)>
// WKT/EWKT → uppercase hex-encoded EWKB string
pub fn wkt_to_hex_wkb(wkt: &str) -> Result<String>
// Hex-encoded WKB/EWKB → WKT/EWKT string
pub fn hex_wkb_to_wkt(hex: &str) -> Result<String>
Generic converters
These functions accept either a WKT/EWKT string or a hex-encoded WKB/EWKB string and detect the format automatically (a non-empty, even-length string composed entirely of hex characters is treated as hex WKB; anything else, including odd-length all-hex text, is treated as WKT).
pub fn text_to_wkb(text: &str, srid: SridMode) -> Result<Vec<u8>>
pub fn text_to_wkt(text: &str, srid: SridMode, normalize_wkt: bool) -> Result<String>
pub fn text_to_hex_wkb(text: &str, srid: SridMode) -> Result<String>
SridMode controls SRID handling in the output:
| Variant | Behaviour |
|---|---|
SridMode::Auto |
Mirror the input — SRID kept if present, absent if not |
SridMode::Strip |
Always strip the SRID from the output |
SridMode::Set(n) |
Always embed SRID n, overriding whatever the input contains |
Validation notes:
- WKT coordinates must be finite. WKB coordinate payloads are treated as
trusted-valid: all-
NaNPoint remainsPOINT EMPTY, while otherNaNor infinity values may format as invalid WKT instead of raising an error. - Direct WKB-to-WKT entry points still reject structurally invalid WKB such as truncation, unsupported type codes, excessive nesting, and trailing top-level bytes.
- For canonical little-endian Point, LineString, and Polygon EWKB hex input,
text_to_wkb(hex, SridMode::Strip | SridMode::Set(_))and the equivalenttext_to_hex_wkbpaths patch only the top-level header. Malformed coordinate bodies or trailing bytes in those simple fast paths can pass through as invalid output. Big-endian, ISO-dimensional, collection, and non-canonical type headers fall back to a full normalising round-trip. text_to_wkb(hex, SridMode::Auto)returns decoded bytes without WKB structure validation, andtext_to_hex_wkb(hex, SridMode::Auto)validates and uppercases the hex text only.GeometryCollectiondimension tags are not inherited by child geometries. An XY collection may contain heterogeneous immediate children. A Z, M, or ZM collection requires each immediate child to declare the same dimension.- WKT and WKB parsing reject geometry nesting beyond the implementation depth limit of 128.
text_to_wkt accepts a normalize_wkt: bool parameter. When true, WKT
input is normalised (canonical casing, spacing, coordinate formatting) via a
round-trip through WKB. When false, only the SRID prefix is adjusted —
no validation is performed: malformed WKT is returned without error.
Leading/trailing whitespace is always trimmed regardless of this flag. Hex
WKB input is always decoded to normalised WKT regardless of this flag.
Odd-length all-hex input is not detected as hex WKB; with normalize_wkt=false
it follows the same unvalidated WKT fast path.
Example
use wkb_wkt_converter::{wkt_to_wkb, wkb_to_wkt, wkt_to_wkb_split_srid};
use wkb_wkt_converter::{text_to_wkt, text_to_hex_wkb, SridMode};
// Basic round-trip
let wkb = wkt_to_wkb("POINT (1 2)")?;
let wkt = wkb_to_wkt(&wkb)?;
assert_eq!(wkt, "POINT (1 2)");
// With SRID embedded
let wkb = wkt_to_wkb("SRID=4326;POINT Z (1 2 3)")?;
let wkt = wkb_to_wkt(&wkb)?;
assert_eq!(wkt, "SRID=4326;POINT Z (1 2 3)");
// SRID split from geometry
let (wkb, srid) = wkt_to_wkb_split_srid("SRID=4326;LINESTRING (0 0, 1 1)")?;
assert_eq!(srid, Some(4326));
// wkb contains a plain (non-EWKB) LineString
// All geometry types and dimensions work the same way
let wkb = wkt_to_wkb("MULTIPOLYGON ZM (((0 0 0 1, 1 0 0 1, 1 1 0 1, 0 0 0 1)))")?;
let wkt = wkb_to_wkt(&wkb)?;
assert_eq!(wkt, "MULTIPOLYGON ZM (((0 0 0 1, 1 0 0 1, 1 1 0 1, 0 0 0 1)))");
// Generic converters: input format (WKT or hex WKB) detected automatically
// Normalise WKT (casing, whitespace) — SridMode::Auto mirrors the input SRID
let wkt = text_to_wkt("point(1 2)", SridMode::Auto, true)?;
assert_eq!(wkt, "POINT (1 2)");
// Add or override an SRID regardless of what the input contains
let hex = text_to_hex_wkb("POINT (1 2)", SridMode::Set(4326))?;
// hex is an EWKB string encoding SRID=4326;POINT (1 2)
// Strip the SRID without re-encoding (fast path)
let wkt = text_to_wkt("SRID=4326;POINT (1 2)", SridMode::Strip, false)?;
assert_eq!(wkt, "POINT (1 2)");
Error handling
All functions return Result<_, wkb_wkt_converter::Error>:
pub enum Error {
InvalidWkt(String),
InvalidWkb(String),
UnsupportedGeometryType(u32),
}
Python API
Build and install
Requires maturin and a Rust toolchain.
pip install maturin
maturin develop # install into the current virtualenv (dev mode)
maturin build --release # build a wheel
Functions
from wkb_wkt_converter import (
wkb_to_wkt,
wkb_to_wkt_split_srid,
wkt_to_wkb,
wkt_to_wkb_split_srid,
wkt_to_hex_wkb,
hex_wkb_to_wkt,
# generic converters
text_to_wkb,
text_to_wkt,
text_to_hex_wkb,
)
| Function | Input | Output |
|---|---|---|
wkb_to_wkt(wkb) |
bytes |
str |
wkb_to_wkt_split_srid(wkb) |
bytes |
(str, int | None) |
wkt_to_wkb(wkt) |
str |
bytes |
wkt_to_wkb_split_srid(wkt) |
str |
(bytes, int | None) |
wkt_to_hex_wkb(wkt) |
str |
str |
hex_wkb_to_wkt(hex_wkb) |
str |
str |
All functions above raise ValueError on invalid input. (See text_to_wkt below for an exception when normalize_wkt=False.)
Generic converters
These three functions accept either a WKT/EWKT string or a hex-encoded WKB/EWKB string and detect the format automatically. A non-empty, even-length string composed entirely of hex characters is treated as hex WKB; anything else, including odd-length all-hex text, is treated as WKT.
| Function | Output |
|---|---|
text_to_wkb(text, srid=None) |
bytes |
text_to_wkt(text, srid=None, normalize_wkt=False) |
str |
text_to_hex_wkb(text, srid=None) |
str |
The srid keyword argument controls SRID handling in the output:
| Value | Behaviour |
|---|---|
None (default) |
Mirror the input — SRID kept if present, absent if not |
False |
Always strip the SRID from the output |
int |
Always embed this SRID, overriding whatever the input contains |
Validation behavior matches the Rust API: WKT coordinates must be finite, while
WKB coordinate payloads are treated as trusted-valid. Simple little-endian EWKB
hex inputs under srid=False or an integer SRID are patched at the top-level
header without scanning the body, so malformed bodies or trailing bytes can pass
through as invalid output. text_to_wkb(hex, srid=None) returns decoded bytes
without WKB structure validation, and text_to_hex_wkb(hex, srid=None)
validates and uppercases the hex text only.
text_to_wkt accepts a normalize_wkt keyword argument (default False).
When True, WKT input is normalised (canonical casing, spacing, coordinate
formatting) via a round-trip through WKB. When False (the default), only
the SRID prefix is adjusted — no validation is performed: malformed WKT is
returned without raising an error. Leading/trailing whitespace is always
stripped regardless of this flag. Hex WKB input is always decoded to
normalised WKT regardless of this flag. Odd-length all-hex input is not detected
as hex WKB; with normalize_wkt=False it follows the same unvalidated WKT fast
path.
Example
from wkb_wkt_converter import wkt_to_wkb, wkb_to_wkt, wkt_to_hex_wkb, hex_wkb_to_wkt
from wkb_wkt_converter import text_to_wkt, text_to_hex_wkb
wkb = wkt_to_wkb("POINT (1 2)")
wkt = wkb_to_wkt(wkb)
assert wkt == "POINT (1 2)"
# EWKT with SRID
wkb = wkt_to_wkb("SRID=4326;POLYGON ((0 0, 1 0, 1 1, 0 0))")
wkt = wkb_to_wkt(wkb)
assert wkt == "SRID=4326;POLYGON ((0 0, 1 0, 1 1, 0 0))"
# Hex WKB (common PostGIS text format)
hex_wkb = wkt_to_hex_wkb("POINT (1 2)")
wkt = hex_wkb_to_wkt(hex_wkb)
assert wkt == "POINT (1 2)"
# Generic converters: input format detected automatically
wkt = text_to_wkt("point(1 2)", normalize_wkt=True) # normalise WKT
assert wkt == "POINT (1 2)"
wkt = text_to_wkt(hex_wkb) # hex WKB → WKT (always normalised)
assert wkt == "POINT (1 2)"
hex_out = text_to_hex_wkb("POINT (1 2)", srid=4326) # add SRID
wkt = text_to_wkt(hex_out)
assert wkt == "SRID=4326;POINT (1 2)"
wkt = text_to_wkt("SRID=4326;POINT (1 2)", srid=False) # strip SRID (fast path)
assert wkt == "POINT (1 2)"
Benchmarks
Comparison against shapely 2.x. Regenerate with:
pip install ".[benchmark]"
python scripts/update_readme_benchmarks.py
# or, using an already-saved JSON:
python scripts/update_readme_benchmarks.py --json benchmark_results.json
For local performance history across commits, use airspeed velocity:
pip install ".[asv]"
asv check --python=same
asv run --python=same --quick --show-stderr --dry-run
asv run HEAD^! --quick --show-stderr --dry-run
asv run main..HEAD --skip-existing-commits --show-stderr
asv run ALL --skip-existing-commits --show-stderr
asv publish
asv preview
asv compare main HEAD --split
2026-05-05 — Python 3.12.3 — 12th Gen Intel(R) Core(TM) i7-12700KF
Times are mean latency per call (lower is better). Speedup = shapely mean ÷ wkb_wkt_converter mean.
Basic conversions
wkt_to_wkb
| Geometry | wkb_wkt_converter | shapely | Speedup |
|---|---|---|---|
| Point | 140 ns | 5.2 µs | 37.3× |
| LineString (5 pts) | 233 ns | 6.2 µs | 26.7× |
| Polygon (5 pts) | 247 ns | 6.2 µs | 25.2× |
| GeometryCollection | 387 ns | 8.3 µs | 21.5× |
| MultiPolygon | 533 ns | 9.9 µs | 18.6× |
| LineString (1000 pts) | 23.3 µs | 209.1 µs | 9.0× |
| Polygon (1000 pts) | 40.7 µs | 444.0 µs | 10.9× |
wkb_to_wkt
| Geometry | wkb_wkt_converter | shapely | Speedup |
|---|---|---|---|
| Point | 148 ns | 3.9 µs | 26.3× |
| LineString (5 pts) | 240 ns | 4.4 µs | 18.3× |
| Polygon (5 pts) | 140 ns | 4.4 µs | 31.2× |
| GeometryCollection | 213 ns | 5.1 µs | 24.0× |
| MultiPolygon | 667 ns | 6.9 µs | 10.3× |
| LineString (1000 pts) | 38.9 µs | 118.2 µs | 3.0× |
| Polygon (1000 pts) | 118.3 µs | 140.8 µs | 1.2× |
wkt_to_hex_wkb
| Geometry | wkb_wkt_converter | shapely | Speedup |
|---|---|---|---|
| Point | 164 ns | 5.2 µs | 31.6× |
| LineString (5 pts) | 337 ns | 6.4 µs | 19.0× |
| Polygon (5 pts) | 365 ns | 6.4 µs | 17.6× |
| GeometryCollection | 494 ns | 8.7 µs | 17.5× |
| MultiPolygon | 847 ns | 9.8 µs | 11.6× |
| LineString (1000 pts) | 36.8 µs | 230.0 µs | 6.2× |
| Polygon (1000 pts) | 54.5 µs | 456.0 µs | 8.4× |
hex_wkb_to_wkt
| Geometry | wkb_wkt_converter | shapely | Speedup |
|---|---|---|---|
| Point | 188 ns | 4.0 µs | 21.3× |
| LineString (5 pts) | 331 ns | 4.6 µs | 13.9× |
| Polygon (5 pts) | 219 ns | 4.6 µs | 21.1× |
| GeometryCollection | 352 ns | 5.6 µs | 15.8× |
| MultiPolygon | 854 ns | 6.8 µs | 8.0× |
| LineString (1000 pts) | 47.2 µs | 133.3 µs | 2.8× |
| Polygon (1000 pts) | 126.7 µs | 156.0 µs | 1.2× |
Generic text_to_* converters
text_to_wkb(wkt)
| Geometry | wkb_wkt_converter | shapely | Speedup |
|---|---|---|---|
| Point | 146 ns | 5.4 µs | 36.8× |
| LineString (5 pts) | 241 ns | 6.7 µs | 27.7× |
| Polygon (5 pts) | 273 ns | 6.5 µs | 23.9× |
| GeometryCollection | 391 ns | 8.5 µs | 21.6× |
| MultiPolygon | 565 ns | 9.6 µs | 17.0× |
| LineString (1000 pts) | 24.0 µs | 215.0 µs | 9.0× |
| Polygon (1000 pts) | 41.2 µs | 452.8 µs | 11.0× |
text_to_wkb(hex_wkb)
| Geometry | wkb_wkt_converter | shapely | Speedup |
|---|---|---|---|
| Point | 79 ns | 4.5 µs | 57.4× |
| LineString (5 pts) | 116 ns | 4.8 µs | 41.6× |
| Polygon (5 pts) | 117 ns | 4.7 µs | 40.4× |
| GeometryCollection | 160 ns | 5.3 µs | 33.2× |
| MultiPolygon | 215 ns | 5.9 µs | 27.7× |
| LineString (1000 pts) | 7.2 µs | 42.8 µs | 5.9× |
| Polygon (1000 pts) | 7.2 µs | 43.3 µs | 6.0× |
text_to_wkt(wkt) — normalize_wkt=False (fast path, no WKB round-trip)
| Geometry | wkb_wkt_converter | shapely | Speedup |
|---|---|---|---|
| Point | 62 ns | 4.8 µs | 76.8× |
| LineString (5 pts) | 60 ns | 6.1 µs | 101.3× |
| Polygon (5 pts) | 61 ns | 6.1 µs | 100.2× |
| GeometryCollection | 65 ns | 8.4 µs | 129.9× |
| MultiPolygon | 66 ns | 10.6 µs | 160.0× |
| LineString (1000 pts) | 521 ns | 306.5 µs | 588.0× |
| Polygon (1000 pts) | 2.1 µs | 547.8 µs | 267.2× |
text_to_wkt(wkt) — normalize_wkt=True (full WKT→WKB→WKT round-trip)
| Geometry | wkb_wkt_converter | shapely | Speedup |
|---|---|---|---|
| Point | 346 ns | 4.8 µs | 13.8× |
| LineString (5 pts) | 550 ns | 6.1 µs | 11.1× |
| Polygon (5 pts) | 458 ns | 6.1 µs | 13.3× |
| GeometryCollection | 685 ns | 8.4 µs | 12.3× |
| MultiPolygon | 1.3 µs | 10.6 µs | 8.1× |
| LineString (1000 pts) | 62.9 µs | 306.5 µs | 4.9× |
| Polygon (1000 pts) | 162.3 µs | 547.8 µs | 3.4× |
text_to_wkt(hex_wkb)
| Geometry | wkb_wkt_converter | shapely | Speedup |
|---|---|---|---|
| Point | 195 ns | 4.1 µs | 21.1× |
| LineString (5 pts) | 349 ns | 4.6 µs | 13.2× |
| Polygon (5 pts) | 231 ns | 4.7 µs | 20.1× |
| GeometryCollection | 359 ns | 5.5 µs | 15.4× |
| MultiPolygon | 873 ns | 6.7 µs | 7.7× |
| LineString (1000 pts) | 46.8 µs | 132.5 µs | 2.8× |
| Polygon (1000 pts) | 126.9 µs | 155.2 µs | 1.2× |
text_to_hex_wkb(wkt)
| Geometry | wkb_wkt_converter | shapely | Speedup |
|---|---|---|---|
| Point | 177 ns | 5.4 µs | 30.4× |
| LineString (5 pts) | 350 ns | 6.4 µs | 18.3× |
| Polygon (5 pts) | 375 ns | 6.8 µs | 18.3× |
| GeometryCollection | 524 ns | 8.7 µs | 16.6× |
| MultiPolygon | 869 ns | 9.8 µs | 11.3× |
| LineString (1000 pts) | 37.3 µs | 228.1 µs | 6.1× |
| Polygon (1000 pts) | 54.7 µs | 463.0 µs | 8.5× |
text_to_hex_wkb(hex_wkb)
| Geometry | wkb_wkt_converter | shapely | Speedup |
|---|---|---|---|
| Point | 86 ns | 4.5 µs | 52.6× |
| LineString (5 pts) | 169 ns | 4.9 µs | 29.1× |
| Polygon (5 pts) | 174 ns | 4.9 µs | 28.5× |
| GeometryCollection | 238 ns | 5.5 µs | 23.0× |
| MultiPolygon | 366 ns | 6.2 µs | 17.0× |
| LineString (1000 pts) | 14.8 µs | 56.7 µs | 3.8× |
| Polygon (1000 pts) | 15.1 µs | 58.1 µs | 3.8× |
Project layout
wkb_wkt_converter/ # core Rust library (zero runtime dependencies)
src/
lib.rs # public API
error.rs
types.rs # GeomType, Dimension
wkb_to_wkt/ # WKB reader + WKT builder
wkt_to_wkb/ # WKT tokenizer + seekable WKB writer
tests/
wkb_to_wkt.rs
wkt_to_wkb.rs
text_to.rs
wkb_wkt_converter_py/ # Python bindings (PyO3 / maturin)
src/lib.rs
pyproject.toml # maturin build config
Running tests
cargo test # run all Rust tests
cargo clippy -- -D warnings # lints
cargo fmt --check # formatting
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