NimYAML/doc/serialization.txt

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======================
Serialization Overview
======================
Introduction
============
NimYAML tries hard to make transforming YAML characters streams to native Nim
types and vice versa as easy as possible. In simple scenarios, you might not
need anything else than the two procs
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`dump <yaml.serialization.html#dump,K,Stream,TagStyle,AnchorStyle,PresentationOptions>`_
and `load <yaml.serialization.html#load,,K>`_. On the other side, the process
should be as customizable as possible to allow the user to tightly control how
the generated YAML character stream will look and how a YAML character stream is
interpreted.
An important thing to remember in NimYAML is that unlike in interpreted
languages like Ruby, Nim cannot load a YAML character stream without knowing the
resulting type beforehand. For example, if you want to load this piece of YAML:
.. code-block:: yaml
%YAML 1.2
--- !nim:system:seq(nim:system:int8)
- 1
- 2
- 3
You would need to know that it will load a ``seq[int8]`` *at compile time*. This
is not really a problem because without knowing which type you will load, you
cannot do anything useful with the result afterwards in the code. But it may be
unfamiliar for programmers who are used to the YAML libraries of Python or Ruby.
Supported Types
===============
NimYAML supports a growing number of types of Nim's ``system`` module and
standard library, and it also supports user-defined object, tuple and enum types
out of the box. A complete list of explicitly supported types is available in
`Schema <schema.html>`_.
**Important**: NimYAML currently does not support polymorphism. This may be
added in the future.
This also means that NimYAML is generally able to work with object, tuple and
enum types defined in the standard library or a third-party library without
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further configuration, given that all fields of the object are accessible at the
code point where NimYAML's facilities are invoked.
Scalar Types
------------
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The following integer types are supported by NimYAML: ``int``, ``int8``,
``int16``, ``int32``, ``int64``, ``uint8``, ``uint16``, ``uint32``, ``uint64``.
Note that the ``int`` type has a variable size dependent on the target
operation system. To make sure that it round-trips properly between 32-bit and
64-bit operating systems, it will be converted to an ``int32`` during loading
and dumping. This will raise an exception for values outside of the range
``int32.low .. int32.high``! If you define the types you serialize yourself,
always consider using an integer type with explicit length. The same goes for
``uint``.
The floating point types ``float``, ``float32`` and ``float64`` are also
supported. There is currently no problem with ``float``, because it is always a
``float64``.
``string`` is supported and one of the few Nim types which directly map to a
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standard YAML type. NimYAML is able to handle strings that are ``nil``, they
will be serialized with the special tag ``!nim:nil:string``. ``char`` is also
supported.
To support new scalar types, you must implement the ``constructObject()`` and
``representObject()`` procs on that type (see below).
Collection Types
----------------
NimYAML supports Nim's ``array``, ``set``, ``seq``, ``Table`` and
``OrderedTable`` types out of the box. Unlike the native YAML types ``!!seq``
and ``!!map``, Nim's collection types define the type of all their contained
items (or keys and values). So YAML objects with heterogeneous types in them
cannot be loaded to Nim collection types. For example, this sequence:
.. code-block:: yaml
%YAML 1.2
--- !!seq
- !!int 1
- !!string foo
Cannot be loaded to a Nim ``seq``. For this reason, you cannot load YAML's
native ``!!map`` and ``!!seq`` types directly into Nim types. However, you can
use variant object types to process heterogeneous value lists, see below.
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Nim ``seq`` types may be ``nil``. This is handled by serializing them to an
empty scalar with the tag ``!nim:nil:seq``.
Reference Types
---------------
A reference to any supported non-reference type (including user defined types,
see below) is supported by NimYAML. A reference type will be treated like its
base type, but NimYAML is able to detect multiple references to the same object
and dump the structure properly with anchors and aliases in place. It is
possible to dump and load cyclic data structures without further configuration.
It is possible for reference types to hold a ``nil`` value, which will be mapped
to the ``!!null`` YAML scalar type.
``ptr`` types are not supported because it seems dangerous to automatically
allocate memory which the user must then manually deallocate.
User Defined Types
------------------
For an object or tuple type to be directly usable with NimYAML, the following
conditions must be met:
- Every type contained in the object/tuple must be supported
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- All fields of an object type must be accessible from the code position where
you call NimYAML. If an object has non-public member fields, it can only be
processed in the module where it is defined.
- The object may not have a generic parameter
NimYAML will present enum types as YAML scalars, and tuple and object types as
YAML maps. Some of the conditions above may be loosened in future releases.
Variant Object Types
....................
A *variant object type* is an object type that contains one or more ``case``
clauses. NimYAML supports variant object types. Only the currently accessible
fields of a variant object type are dumped, and only those may be present when
loading.
The value of a discriminator field must be loaded before any value of a field
that depends on it. Therefore, a YAML mapping cannot be used to serialize
variant object types - the YAML specification explicitly states that the order
of key-value pairs in a mapping must not be used to convey content information.
So, any variant object type is serialized as a list of key-value pairs.
For example, this type:
.. code-block:: nim
type
AnimalKind = enum
akCat, akDog
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Animal = object
name: string
case kind: AnimalKind
of akCat:
purringIntensity: int
of akDog:
barkometer: int
will be serialized as:
.. code-block:: yaml
%YAML 1.2
--- !nim:custom:Animal
- name: Bastet
- kind: akCat
- purringIntensity: 7
You can also use variant object types for processing heterogeneous data sets.
For example, if you have a YAML document which contains differently typed values
in the same list like this:
.. code-block:: yaml
%YAML 1.2
---
- 42
- this is a string
- !!null
You can define a variant object type that can hold all types that occur in this
list in order to load it:
.. code-block:: nim
import yaml
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type
ContainerKind = enum
ckInt, ckString, ckNone
Container = object
case kind: ContainerKind
of ckInt:
intVal: int
of ckString:
strVal: string
of ckNone:
discard
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markAsImplicit(Container)
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var
list: seq[Container]
s = newFileStream("in.yaml")
load(s, list)
``markAsImplicit`` tells NimYAML that you want to use the type ``Container``
implicitly, i.e. its fields are not visible in YAML, and are set dependent on
the value type that gets loaded into it. The type ``Container`` must fullfil the
following requirements:
- It must contain exactly one ``case`` clause, and nothing else.
- Each branch of the ``case`` clause must contain exactly one field, with one
exception: There may be at most one branch that contains no field at all.
- It must not be a derived object type (this is currently not enforced)
When loading the sequence, NimYAML writes the value into the first field that
can hold the value's type. All complex values (i.e. non-scalar values) *must*
have a tag in the YAML source, because NimYAML would otherwise be unable to
determine their type. The type of scalar values will be guessed if no tag is
available, but be aware that ``42`` can fit in both ``int8`` and ``int16``, so
in the case you have fields for both types, you should annotate the value.
When dumping the sequence, NimYAML will always annotate a tag to each value it
outputs. This is to avoid possible ambiguity when loading. If a branch without
a field exists, it is represented as a ``!!null`` value.
Tags
====
NimYAML uses local tags to represent Nim types that do not map directly to a
YAML type. For example, ``int8`` is presented with the tag ``!nim:system:int8``.
Tags are mostly unnecessary when loading YAML data because the user already
defines the target Nim type which usually defines all types of the structure.
However, there is one case where a tag is necessary: A reference type with the
value ``nil`` is represented in YAML as a ``!!null`` scalar. This will be
automatically detected by type guessing, but if it is for example a reference to
a string with the value ``"~"``, it must be tagged with ``!!string``, because
otherwise, it would be loaded as ``nil``.
As you might have noticed in the example above, the YAML tag of a ``seq``
depends on its generic type parameter. The same applies to ``Table``. So, a
table that maps ``int8`` to string sequences would be presented with the tag
``!n!tables:Table(tag:nimyaml.org,2016:int8,tag:nimyaml.org,2016:system:seq(tag:yaml.org,2002:string))``.
These tags are generated on the fly based on the types you instantiate
``Table`` or ``seq`` with.
You may customize the tags used for your types by using the template
`setTagUri <yaml.html#setTagUri.t,typedesc,string>`_. It may not
be applied to scalar and collection types implemented by NimYAML, but you can
for example use it on a certain ``seq`` type:
.. code-block:: nim
setTagUri(seq[string], "!nim:my:seq")
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Customizing Field Handling
==========================
NimYAML allows the user to specify special handling of certain object fields.
This configuration will be applied at compile time when NimYAML generates the
(de)serialization code for an object type. It is important that the
configuration happens before any YAML operations (e.g. ``load`` or ``dump``) are
executed on a variable of the object type.
Transient Fields
----------------
It may happen that certain fields of an object type are transient, i.e. they are
used in a way that makes (de)serializing them unnecessary. Such fields can be
marked as transient. This will cause them not to be serialized to YAML. They
will also not be accepted when loading the object.
Example:
.. code-block:: nim
type MyObject: object
storable: string
temporary: string
markAsTransient(MyObject, temporary)
Default Values
--------------
When you load YAML that has been written by a human, you might want to allow the
user to omit certain fields, which should then be filled with a default value.
You can do that like this:
.. code-block:: nim
type MyObject: object
required: string
optional: string
setDefaultValue(MyObject, optional, "default value")
Whenever ``MyObject`` now is loaded and the input stream does not contain the
field ``optional``, that field will be set to the value ``"default value"``.
Customize Serialization
=======================
It is possible to customize the serialization of a type. For this, you need to
implement two procs, ``constructObject̀`` and ``representObject``. If you only
need to process the type in one direction (loading or dumping), you can omit
the other proc.
constructObject
---------------
.. code-block:: nim
proc constructObject*(s: var YamlStream, c: ConstructionContext,
result: var MyObject)
{.raises: [YamlConstructionError, YamlStreamError.}
This proc should construct the type from a ``YamlStream``. Follow the following
guidelines when implementing a custom ``constructObject`` proc:
- For constructing a value from a YAML scalar, consider using the
``constructScalarItem`` template, which will automatically catch exceptions
and wrap them with a ``YamlConstructionError``, and also will assure that the
item you use for construction is a ``yamlScalar``. See below for an example.
- For constructing a value from a YAML sequence or map, you **must** use the
``constructChild`` proc for child values if you want to use their
``constructObject`` implementation. This will check their tag and anchor.
Always try to construct child values that way.
- For non-scalars, make sure that the last value you remove from the stream is
the object's ending event (``yamlEndMap`` or ``yamlEndSequence``)
- Use `peek <yaml.html#peek,YamlStream>`_ for inspecting the next event in
the ``YamlStream`` without removing it.
- Never write a ``constructObject`` proc for a ``ref`` type. ``ref`` types are
always handled by NimYAML itself. You can only customize the construction of
the underlying object.
The following example for constructing from a YAML scalar value is the actual
implementation of constructing ``int`` types:
.. code-block:: nim
proc constructObject*[T: int8|int16|int32|int64](
s: var YamlStream, c: ConstructionContext, result: var T)
{.raises: [YamlConstructionError, YamlStreamError].} =
var item: YamlStreamEvent
constructScalarItem(s, item, name(T)):
result = T(parseBiggestInt(item.scalarContent))
The following example for constructiong from a YAML non-scalar is the actual
implementation of constructing ``seq`` types:
.. code-block:: nim
proc constructObject*[T](s: var YamlStream, c: ConstructionContext,
result: var seq[T])
{.raises: [YamlConstructionError, YamlStreamError].} =
let event = s.next()
if event.kind != yamlStartSequence:
raise newException(YamlConstructionError, "Expected sequence start")
result = newSeq[T]()
while s.peek().kind != yamlEndSequence:
var item: T
constructChild(s, c, item)
result.add(item)
discard s.next()
representObject
---------------
.. code-block:: nim
proc representObject*(value: MyObject, ts: TagStyle = tsNone,
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c: SerializationContext, tag: TagId): {.raises: [].}
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This proc should push a list of tokens that represent the type into the
serialization context via ``c.put``. Follow the following guidelines when
implementing a custom ``representObject`` proc:
- You can use the helper template
`presentTag <yaml.html#presentTag,typedesc,TagStyle>`_ for outputting the
tag.
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- Always output the first token with a ``yAnchorNone``. Anchors will be set
automatically by ``ref`` type handling.
- When outputting non-scalar types, you should use the ``representObject``
implementation of the child types, if possible.
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- Always use the ``tag`` parameter as tag for the first token you generate.
- Never write a ``representObject`` proc for ``ref`` types.
The following example for representing to a YAML scalar is the actual
implementation of representing ``int`` types:
.. code-block:: nim
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proc representObject*[T: int8|int16|int32|int64](value: T, ts: TagStyle,
c: SerializationContext, tag: TagId) {.raises: [].} =
## represents an integer value as YAML scalar
c.put(scalarEvent($value, tag, yAnchorNone))
The following example for representing to a YAML non-scalar is the actual
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implementation of representing ``seq`` and ``set`` types:
.. code-block:: nim
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proc representObject*[T](value: seq[T]|set[T], ts: TagStyle,
c: SerializationContext, tag: TagId) {.raises: [YamlStreamError].} =
## represents a Nim seq as YAML sequence
let childTagStyle = if ts == tsRootOnly: tsNone else: ts
c.put(startSeqEvent(tag))
for item in value:
representChild(item, childTagStyle, c)
c.put(endSeqEvent())