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, with SRID output control
pub fn wkb_to_wkt(wkb: &[u8], srid: SridMode) -> 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, with SRID output control
pub fn wkt_to_wkb(wkt: &str, srid: SridMode) -> 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, with SRID output control
pub fn wkt_to_hex_wkb(wkt: &str, srid: SridMode) -> Result<String>
// Hex-encoded WKB/EWKB → WKT/EWKT string, with SRID output control
pub fn hex_wkb_to_wkt(hex: &str, srid: SridMode) -> Result<String>
Generic converters
These functions accept an explicit Input: a WKT/EWKT string, a hex-encoded
WKB/EWKB string, or raw WKB/EWKB bytes. Text input is detected 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). Input::Wkb is always treated as raw WKB/EWKB, not encoded text.
pub enum Input<'a> {
Text(&'a str),
Wkb(&'a [u8]),
}
pub fn to_wkb(input: Input<'_>, srid: SridMode) -> Result<Vec<u8>>
pub fn to_wkt(input: Input<'_>, srid: SridMode, normalize_wkt: bool) -> Result<String>
pub fn to_hex_wkb(input: Input<'_>, srid: SridMode) -> Result<String>
SridMode controls SRID handling in the output of direct and generic converters:
| 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 or raw
WKB input,
to_wkb(input, SridMode::Strip | SridMode::Set(_))and the equivalentto_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. to_wkb(Input::Text(hex), SridMode::Auto)returns decoded bytes without WKB structure validation, andto_hex_wkb(Input::Text(hex), SridMode::Auto)validates and uppercases the hex text only.Input::WkbunderSridMode::Autois copied or hex-encoded without WKB structure validation.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.
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 and raw WKB input are 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, hex_wkb_to_wkt};
use wkb_wkt_converter::{to_wkt, to_hex_wkb, Input, SridMode};
// Basic round-trip
let wkb = wkt_to_wkb("POINT (1 2)", SridMode::Auto)?;
let wkt = wkb_to_wkt(&wkb, SridMode::Auto)?;
assert_eq!(wkt, "POINT (1 2)");
// With SRID embedded
let wkb = wkt_to_wkb("SRID=4326;POINT Z (1 2 3)", SridMode::Auto)?;
let wkt = wkb_to_wkt(&wkb, SridMode::Auto)?;
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)))",
SridMode::Auto,
)?;
let wkt = wkb_to_wkt(&wkb, SridMode::Auto)?;
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, hex WKB, or raw WKB) selected explicitly/detected automatically
// Normalise WKT (casing, whitespace) — SridMode::Auto mirrors the input SRID
let wkt = to_wkt(Input::Text("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 = to_hex_wkb(Input::Text("POINT (1 2)"), SridMode::Set(4326))?;
// hex is an EWKB string encoding SRID=4326;POINT (1 2)
let wkt = hex_wkb_to_wkt(&hex, SridMode::Strip)?;
assert_eq!(wkt, "POINT (1 2)");
// Raw WKB bytes can also go through the generic converters
let wkt = to_wkt(Input::Wkb(&wkb), SridMode::Auto, false)?;
assert_eq!(wkt, "MULTIPOLYGON ZM (((0 0 0 1, 1 0 0 1, 1 1 0 1, 0 0 0 1)))");
// Strip the SRID without re-encoding (fast path)
let wkt = to_wkt(Input::Text("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 Python 3.10 or newer, maturin, and a Rust toolchain. Wheels include PEP 561 type stubs for static type checkers and IDEs.
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
to_wkb,
to_wkt,
to_hex_wkb,
)
| Function | Input | Output |
|---|---|---|
wkb_to_wkt(wkb, srid=None) |
bytes-like WKB/EWKB | str |
wkb_to_wkt_split_srid(wkb) |
bytes-like WKB/EWKB | (str, int | None) |
wkt_to_wkb(wkt, srid=None) |
str |
bytes |
wkt_to_wkb_split_srid(wkt) |
str |
(bytes, int | None) |
wkt_to_hex_wkb(wkt, srid=None) |
str |
str |
hex_wkb_to_wkt(hex_wkb, srid=None) |
str |
str |
WKB arguments in the Python API accept bytes, bytearray, memoryview, and
other C-contiguous one-byte buffer objects. They are always treated as raw
WKB/EWKB, not as encoded text.
For performance, bytes-like WKB inputs may be borrowed directly without copying. Do not mutate a writable buffer while a converter is reading it, including from native code, another thread, or shared memory. Mutating the buffer during conversion is unsupported and may produce invalid or inconsistent results.
All functions above raise ValueError on invalid geometry input. The
bytes-like WKB functions raise BufferError when the Python object does not
provide a C-contiguous one-byte buffer. (See to_wkt below for an exception
when normalize_wkt=False.)
Generic converters
These three functions accept a WKT/EWKT string, a hex-encoded WKB/EWKB string, or bytes-like WKB/EWKB input. String input is detected 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. Bytes-like input is always treated as raw WKB/EWKB, not encoded text.
| Function | Output |
|---|---|
to_wkb(source, srid=None) |
bytes |
to_wkt(source, srid=None, normalize_wkt=False) |
str |
to_hex_wkb(source, srid=None) |
str |
The srid keyword argument on direct and generic converters 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 or bytes-like 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. to_wkb(source, srid=None) returns
decoded/raw bytes without WKB structure validation, and
to_hex_wkb(source, srid=None) validates and uppercases hex text or hex-encodes
bytes-like input without WKB structure validation.
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 and bytes-like WKB input are 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 to_wkt, 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)"
srid_hex_wkb = wkt_to_hex_wkb("SRID=4326;POINT (1 2)")
wkt = hex_wkb_to_wkt(srid_hex_wkb, srid=False)
assert wkt == "POINT (1 2)"
# Generic converters: input format detected automatically
wkt = to_wkt("point(1 2)", normalize_wkt=True) # normalise WKT
assert wkt == "POINT (1 2)"
wkt = to_wkt(hex_wkb) # hex WKB -> WKT (always normalised)
assert wkt == "POINT (1 2)"
wkt = to_wkt(wkb) # raw WKB bytes -> WKT
assert wkt == "POINT (1 2)"
hex_out = to_hex_wkb("POINT (1 2)", srid=4326) # add SRID
wkt = to_wkt(hex_out)
assert wkt == "SRID=4326;POINT (1 2)"
wkt = 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 to_* converters
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× |
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× |
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× |
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× |
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× |
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× |
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
generic_converters.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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