Warning
Under heavy development: not for production use before 1.0.0.
Things can and will break, and the specification can and will change,
between any two releases until 1.0.0. Do not use this library in a
production system yet.
Dextrin is an Elixir implementation of DXN (Data eXchange Notation): a
human-writable text format (.dxn), a compact binary format (.dxnb)
built on CBOR, and a schema format (.dxns) that's just more DXN data
— all three sharing one in-memory value representation and one
extension mechanism.
This is the reference implementation. node-dextrin
(Node.js, on npm) and php-dextrin
(PHP, on Packagist) are sibling ports of the same format — see
Other language implementations
below.
{:ok, value} = Dextrin.decode(~s(%{x: 1, y: 2}), trusted: true)
value
#=> %{x: 1, y: 2}
Dextrin.encode(value)
#=> {:ok, "%{x:1,y:2}"}
{:ok, bytes} = Dextrin.encode_binary(value)
Dextrin.decode_binary(bytes, trusted: true)
#=> {:ok, %{x: 1, y: 2}}Decoding is safe by default. A plain map's shorthand keys (x:) are
themselves DXN keywords — %{x: 1} and %{:x => 1} are the exact same
value — and a keyword decodes as Dextrin.Keyword.t(), never an atom, so
no input can exhaust the atom table:
Dextrin.decode(~s(%{x: 1, y: 2}))
#=> {:ok, %{%Dextrin.Keyword{name: "x"} => 1, %Dextrin.Keyword{name: "y"} => 2}}Pass trusted: true for a source you control — your own config, your
own application's data — and a keyword decodes as a real atom, its own
Elixir type per DXN.md §1.3, as in the first example. Like Jason's
keys: :atoms, it is opt-in; never pass it for network input. Encoding
takes a bare atom anywhere a keyword is expected either way —
%{x: 1} or Dextrin.encode(:ok) need no conversion first.
A schema-backed struct's fields are the one place names do come back
as plain strings regardless of trusted: — see the
tutorial — since a schema always knows its field
names up front.
.dxn's text grammar is compiled by Ichor
— write the grammar once (priv/grammar/dxn.aether), get a lexer,
parser, and (via Dextrin.Text.Actions) an evaluator with no
hand-written parsing code. That compilation happens ahead of time
(mix ichor.gen, checked in as generated source), not at
dextrin's own build time, so only the small ichor_runtime support
library the generated code actually calls ships as a real dependency —
ichor proper (the Aether front-end, analysis, codegen) is dev-tooling
only. .dxnb has no grammar to speak of — it's a direct, hand-rolled
CBOR codec — so it's plain recursive Elixir working over the same
shared value type.
Why use Dextrin?
Most serialization formats pick one point on a spectrum. JSON is human-writable but has no dates, no bytes, no exact decimals and no boundary between an integer and a float. Protobuf and Avro are compact and typed but need a schema compiled ahead of time, and aren't meant for a person to read or edit. CBOR and MessagePack are compact and self-describing but binary only. YAML and TOML are made for people, and have no binary form for machines.
DXN's premise is that a .dxn text document and a .dxnb binary
document are the same value space: 30 scalar, collection, temporal and
extended types (reference §1.3). It is precise
enough for money (decimals), exact ratios (rationals) and integers of
any size, has struct and custom-tag as first-class, schema-describable
extension points, and its schemas (.dxns) are DXN too. You choose text
or binary by what matters where the data is going -- a person reading
it, or bytes on the wire -- and the value is the same either way.
What each format can say
| DXN | JSON | YAML | TOML | BSON | MessagePack | CBOR | Protobuf | Ion | |
|---|---|---|---|---|---|---|---|---|---|
| Text a person writes | ✓ | ✓ | ✓ | ✓ | – | – | –¹ | –² | ✓ |
| Binary, same values | ✓ | – | – | – | ✓ | ✓ | ✓ | ✓ | ✓ |
| Comments | ✓ | – | ✓ | ✓ | – | – | – | – | ✓ |
| Schema, part of the format | ✓ | ~³ | – | – | – | – | – | –² | ~³ |
| Readable without a schema | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | – | ✓ |
| Integer and float kept apart | ✓ | – | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Integers beyond 64 bits | ✓ | ~⁴ | ~⁴ | – | – | – | ✓ | – | ✓ |
| Exact decimals | ✓ | – | – | – | ✓ | – | ✓ | – | ✓ |
| Exact ratios | ✓ | – | – | – | – | – | ✓ | – | – |
| Timestamps, dates, times, durations | ✓ | – | ~⁵ | ~⁶ | ~⁷ | ~⁷ | ~¹³ | ~⁸ | ~¹⁴ |
| Bytes | ✓ | – | ~⁵ | – | ✓ | ✓ | ✓ | ✓ | ✓ |
| UUIDs, URIs | ✓ | – | – | – | ~⁹ | – | ✓ | – | – |
| Sets, tuples | ✓ | – | ~⁵ | – | – | – | ~¹⁰ | – | – |
| Map keys that are not strings | ✓ | – | ✓ | – | – | ✓ | ✓ | ~¹¹ | – |
| Typed records (structs) | ✓ | – | – | – | – | – | – | ✓ | – |
| Types an application adds | ✓ | – | ✓ | – | – | ✓ | ✓ | – | ✓ |
| Versioned schemas, checked in CI | ✓ | – | – | – | – | – | – | ~¹² | – |
¹ CBOR has a diagnostic notation for reading, not for authoring.
² Protobuf's text format is for debugging; its schema is a separate
.proto file compiled ahead of time.
³ JSON Schema and Ion Schema are written in JSON and Ion, as separate
specifications.
⁴ The grammar allows any size; JavaScript's and PHP's parsers lose the
digits past 53 and 64 bits.
⁵ YAML 1.1 tags (!!timestamp, !!binary, !!set), dropped from 1.2's
core schema.
⁶ Dates, times and date-times; no durations.
⁷ An instant only: no local dates, times or durations.
⁸ The well-known Timestamp and Duration messages.
⁹ A UUID as binary subtype 4.
¹⁰ Sets by registered tag 258; no tuples.
¹¹ Integer and string keys only.
¹² Field numbers keep old readers working; nothing checks a change.
¹³ Instants (tags 0 and 1) and dates (RFC 8943); no times of day or
durations.
¹⁴ Timestamps of any precision, dates included; no times of day or
durations.
How big it is
The same four payloads in each format, in bytes, raw and gzipped.
Reproduce it with mix run bench/format_sizes.exs; the script says how
each format writes the values it has no type for (a decimal or a date
as a string in JSON, for instance).
| config file | API response, 100 records | time series, 1,000 points | record with a 4 KiB blob | |
|---|---|---|---|---|
| DXN text | 279 / 199 | 19,402 / 4,218 | 63,159 / 13,895 | 5,516 / 4,222 |
| DXN text, pretty | 314 / 216 | 23,504 / 4,249 | 67,161 / 13,961 | 5,527 / 4,234 |
.dxnb | 264 / 212 | 14,185 / 3,802 | 34,006 / 14,381 | 4,145 / 4,168 |
.dxnb, shared | 264 / 212 | 9,217 / 3,752 | 27,017 / 14,019 | 4,145 / 4,168 |
| JSON | 306 / 207 | 19,202 / 4,201 | 56,159 / 13,692 | 5,514 / 4,216 |
| JSON, pretty | 403 / 229 | 26,253 / 4,287 | 74,160 / 14,182 | 5,527 / 4,231 |
| BSON | 312 / 231 | 17,621 / 4,448 | 36,903 / 15,700 | 4,161 / 4,184 |
| MessagePack | 237 / 199 | 12,271 / 3,840 | 25,003 / 11,165 | 4,136 / 4,159 |
| CBOR | 237 / 188 | 12,282 / 3,514 | 25,003 / 11,164 | 4,136 / 4,159 |
| Protocol Buffers | 141 / 111 | 8,552 / 3,702 | 19,000 / 10,832 | 4,122 / 4,145 |
- DXN text is about JSON's size -- keys need no quotes -- while
carrying the types JSON drops. Data full of dates and times is the
exception, about an eighth larger: each datetime names its type
(
@datetime "...") where JSON writes a bare string. .dxnbsits between JSON and the compact binaries. Value sharing (encode_binary(value, share: true)) writes a repeated key or string once; on the API response that brings it within 8% of Protocol Buffers, with no schema needed to read it.- Where it is larger, it is carrying more. A
.dxnbdatetime keeps nanoseconds, its offset and its type, where CBOR's and MessagePack's carry whole seconds; a keyword key is tagged as a keyword rather than written as a plain string. Protocol Buffers is smallest because its schema, not the data, holds the field names. - Compressed, the gap narrows. Gzipped, DXN text stays within about
12% of
.dxnb, and JSON within about a quarter of CBOR; past that, the choice is about what each format can say.
What comes back, in each language
What a value is after a round trip through each language's own JSON parser, and through Dextrin:
| Written | Elixir: JSON / Dextrin | Node.js: JSON / Dextrin | PHP: JSON / Dextrin | Praxis: JSON / Dextrin |
|---|---|---|---|---|
9223372036854775808 | integer / integer | 9223372036854776000 / BigInt | float / DXNInteger | integer / integer |
19.99 as an exact decimal | float / Decimal | float / DXNDecimal | float / DXNDecimal | float / dextrin.decimal |
1.0 | float / float | 1, an integer / float | float, written back as 1 / float | float / float |
| a datetime | string / DateTime | string / DXNDateTime | string / DXNDateTime | string / a praxis.time instant |
| bytes | base64 string / Dextrin.Bytes | base64 string / DXNBytes | base64 string / DXNBytes | base64 string / dextrin.bytes |
| a map keyed by integers | string keys / integer keys | string keys / integer keys | string keys / integer keys | string keys / integer keys |
| a set | list / MapSet | array / Set | array / DXNSet | vector / set |
A bold entry is a value that did not come back as what was written. With Dextrin, the same document means the same thing in all four, and every implementation is held to that by the Dextrin Conformance Suite.
How DXNS compares, as a schema language
A .dxns schema is DXN data. It is meant to say everything the schema
languages of the formats above can say, except what has no value or no
meaning in DXN (design/schema-superset.md
goes through them construct by construct). YAML, TOML and MessagePack
have no schema language of their own; people use JSON Schema for them.
| DXNS | JSON Schema | MongoDB $jsonSchema | CDDL | Protobuf | Ion Schema | |
|---|---|---|---|---|---|---|
| Written in the format it describes | ✓ | ✓ | ✓ | – | – | ✓ |
| Typed records, with versions | ✓ | – | – | – | ~¹ | – |
| Version changes checked in CI | ✓ | – | – | – | ~¹ | – |
| Recursive types | ✓ | ✓ | – | ✓ | ✓ | ✓ |
| Generic types | ✓ | ~² | – | ✓ | – | – |
| A list's items in order | ✓ | ✓ | ✓ | ✓ | – | ✓ |
| A type chosen by a sibling field | ✓ | ~³ | – | ~⁴ | ~⁵ | – |
| String formats, checked the same everywhere | ✓ | ~⁶ | – | ~⁷ | ~⁸ | ~⁷ |
| Decimals, ratios, dates, times, durations as types | ✓ | – | ~⁹ | ~¹⁰ | – | ~¹¹ |
| Bytes holding an encoded document | ✓ | ✓ | – | ✓ | – | – |
| Annotations and free metadata | ✓ | ✓ | ~¹² | – | ✓ | ✓ |
| Closing a type to unknown fields | –¹³ | ✓ | ✓ | ✓ | – | ✓ |
| One test suite every implementation passes | ✓ | ~⁶ | – | – | – | – |
¹ Field numbers keep old readers working; checking a change takes a
tool outside the language, such as buf breaking.
² $dynamicRef, since draft 2020-12.
³ if/then/else; OpenAPI adds a discriminator on top.
⁴ A group choice, //, over maps with a literal member.
⁵ oneof picks one field of several, not the type of one.
⁶ The official test suite exists, but format only annotates unless a
validator opts in, and each implements the formats its own way.
⁷ Regular expressions (CDDL's .regexp, Ion Schema's regex); CDDL's
.abnf takes a grammar.
⁸ Through the separate protovalidate rules.
⁹ decimal and date BSON types; no times of day or durations.
¹⁰ Through tags and the prelude (tdate, decfrac); no durations.
¹¹ decimal and timestamp, with precision and offsets; no durations.
¹² title and description only.
¹³ On purpose: see the next section.
Why a DXNS type is never closed
JSON Schema's additionalProperties: false, Ion Schema's closed and
CDDL's maps refuse a field the schema does not list. DXNS has no such
switch, for two reasons:
- Closing is the reader's choice, not the type's. A config loader
wants a typo in a hand-written file caught; a message consumer wants a
newer producer's fields to pass through untouched. The same
Orderschema serves both, so whether unknown fields are refused belongs to the decode:Dextrin.decode(text, registry: r, strict: true)refuses them (schema/undeclared-field), and withoutstrict:they are kept -- in.dxnbas one trailing item (DXN.md §4.7) -- and written back out. - A closed type breaks the next version. Adding a field to a closed type makes every older reader refuse every newer message, which turns each compatible change into a breaking one. DXN's versions (below) rest on readers that let what they do not know pass.
A check that needs more -- say, refusing exactly the fields another schema allows -- runs after the decode, on the value it returns, where the application knows what it means.
Changing a schema across services
Several services reading and writing the same schema never all deploy at once. DXNS makes that safe with versions, not with compatibility modes (DXN.md §4.8):
- Every schema has a version,
%schema(3){...}, and every version stays loadable beside the others. A writer always writes the latest it has loaded, and says which:%Order(3){...}. - A newer message reaches an older reader: it reads the fields it
knows, by name in text and by position in
.dxnb, and keeps the rest as extra fields. This is why a field is only ever appended: in.dxnb, an older reader takes positions as they were. - An older message reaches a newer reader through the schema's
materializer, one function per schema that upgrades the old fields
to the latest version (
Dextrin.Registry.put_struct_materializer/3). Without one, reading the old version is an error, not a guess. - CI checks the discipline:
mix dextrin.compatcompares the last release's schemas with the current ones. A version whose content changed is an error -- two documents claiming to beOrderv3 must mean the same thing -- and it lists, for each schema, what changed since each older version: the materializer's checklist.
So a change deploys like this:
- A compatible change -- fields appended, nothing else -- deploys in either order.
- A breaking change -- a field removed, moved or retyped -- deploys readers first, each with a materializer for the old version, then the writers.
- A schema that services both read and write changes only
compatibly, or is replaced by a new name (
OrderV2) beside the old one, and the services move over one at a time.
Components
Dextrin— the four-function public API:decode/2,encode/2(.dxntext) anddecode_binary/2,encode_binary/2(.dxnbbinary). One error type,Dextrin.Error, for both.- Value types (
Dextrin.Symbol,Dextrin.Tuple,Dextrin.OrderedMap,Dextrin.SortedSet,Dextrin.Struct,Dextrin.Array,Dextrin.Duration,Dextrin.Rational,Dextrin.Uuid,Dextrin.Uri,Dextrin.Bytes,Dextrin.Char,Dextrin.CustomTag) — small wrapper structs for the DXN types Elixir has nothing native for without losing information.keywordis the one exception with two faces:Dextrin.Keywordby default, a real atom when the input is trusted (trusted: true). Every other scalar/collection (integers, floats, strings, lists, plain maps, sets, dates, regexes, ...) decodes to the obvious native Elixir value. Dextrin.Text.Grammar/Actions/Printer/Formatter— the.dxnpipeline: an Ichor-compiled grammar (Grammaris a thin wrapper around the pregeneratedGrammar.Native), anIchor.Actionsimplementation that turns a parse into real values, a single-line printer (the reverse direction), and a multi-line pretty-formatter on top of it.Dextrin.Binary.Encoder/Decoder/Tags— the.dxnbpipeline: a direct recursive CBOR codec (not built on a generic CBOR library — seeDextrin.Binary.Encoder's own moduledoc for why) plus the private tag block and bit-layout constants it needs.Dextrin.SchemaandDextrin.Schema.*— compiles a.dxnsdocument (itself just DXN data — no new grammar) into aDextrin.Registry, enforced automatically, decode- and encode-side, wherever a registered struct name appears.Dextrin.Schema.Stdships a small standard library of common named types (PositiveInteger,NonEmptyString, ...);Dextrin.Schema.FileResolverresolvesNamespace/Namereferences across separate.dxnsfiles;Dextrin.Schema.Providerlets a struct's own library ship its DXN schema without that library ever depending ondextrinitself.Dextrin.Registry— the one extension point bothstructandcustom-tagshare: register a tag decoder/encoder, a struct materializer, or a lazy schema resolver; also carries thetrusted:/put_trusted/2flag that decides howkeyworddecodes. Plain immutable data, threaded explicitly — never a process or ETS table.mix dextrin.*—validate,encode,decode,format,compat(the schema version discipline check, for CI),gen.schema(scaffold a.dxnsfile from an existing Elixir struct), andgen.unicode(regenerate the grammar's Unicode identifier ranges from the latest UCD data).
Installation
Add dextrin to your list of dependencies in mix.exs:
def deps do
[
{:dextrin, "~> 0.3.0"}
]
endOther language implementations
DXN's format spec (guides/dxn/DXN.md) is implementation-independent
— this library, node-dextrin, and php-dextrin all satisfy the same
document, and stay close to this project's own in-memory shape-per-type
choices wherever their host language allows, so recognizing one
implementation gets you most of the way to recognizing the others.
| Language | Package | Source |
|---|---|---|
| Elixir (this project) | dextrin on Hex.pm | joetjen/dextrin |
| Node.js | @joetjen/dextrin on npm | joetjen/node-dextrin |
| PHP | joetjen/dextrin on Packagist | joetjen/php-dextrin |
Where to go next
- Tutorial — a step-by-step walkthrough of this library's features, building up to a small, working example that decodes, validates against a schema, and re-encodes real data.
- Examples — worked examples: config files, API payloads, event logs, and schema-validated records.
- Cheatsheet — quick reference for common
Dextrintasks. - DXN tutorial and DXN reference — everything about the DXN format itself, independent of this Elixir implementation, plus DXN examples and a DXN cheatsheet.
Development
mix deps.get
mix precommit
mix precommit runs the full verification pass this project expects
before a commit: mix format, mix compile --warnings-as-errors,
mix credo --strict, mix sobelow, mix test, and mix dialyzer, in
that order (fast/cheap checks first, dialyzer — the slowest, especially
its first PLT build — last).
priv/grammar/dxn.aether's generated Unicode identifier ranges are
regenerated with mix dextrin.gen.unicode — a deliberate, reviewed
action on a Unicode version bump, never run automatically at build
time (see that task's own docs). Either way, changing the grammar
itself requires a mix ichor.gen step afterward, since
lib/dextrin/text/grammar/native.ex is generated ahead of time, not
produced at dextrin's own compile time (that's also what keeps
ichor itself, and everything it depends on for parsing/codegen,
only: :dev, runtime: false — only the small ichor_runtime package
ships in a release) — see CONTRIBUTING.md.
See CONTRIBUTING.md for how to propose changes, and CHANGELOG.md for release history.
License
Apache-2.0 — see LICENSE.