Skip to content

LibSerialize is a Lua library for efficiently serializing/deserializing arbitrary values

License

Notifications You must be signed in to change notification settings

rossnichols/LibSerialize

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

31 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

LibSerialize

LibSerialize is a Lua library for efficiently serializing/deserializing arbitrary values. It supports serializing nils, numbers, booleans, strings, and tables containing these types.

It is best paired with LibDeflate, to compress the serialized output and optionally encode it for World of Warcraft addon or chat channels. IMPORTANT: if you decide not to compress the output and plan on transmitting over an addon channel, it still needs to be encoded, but encoding via LibDeflate:EncodeForWoWAddonChannel() or LibCompress:GetAddonEncodeTable() will likely inflate the size of the serialization by a considerable amount. See the usage below for an alternative.

Note that serialization and compression are sensitive to the specifics of your data set. You should experiment with the available libraries (LibSerialize, AceSerializer, LibDeflate, LibCompress, etc.) to determine which combination works best for you.

Usage

-- Dependencies: AceAddon-3.0, AceComm-3.0, LibSerialize, LibDeflate
MyAddon = LibStub("AceAddon-3.0"):NewAddon("MyAddon", "AceComm-3.0")
local LibSerialize = LibStub("LibSerialize")
local LibDeflate = LibStub("LibDeflate")

function MyAddon:OnEnable()
    self:RegisterComm("MyPrefix")
end

-- With compression (recommended):
function MyAddon:Transmit(data)
    local serialized = LibSerialize:Serialize(data)
    local compressed = LibDeflate:CompressDeflate(serialized)
    local encoded = LibDeflate:EncodeForWoWAddonChannel(compressed)
    self:SendCommMessage("MyPrefix", encoded, "WHISPER", UnitName("player"))
end

function MyAddon:OnCommReceived(prefix, payload, distribution, sender)
    local decoded = LibDeflate:DecodeForWoWAddonChannel(payload)
    if not decoded then return end
    local decompressed = LibDeflate:DecompressDeflate(decoded)
    if not decompressed then return end
    local success, data = LibSerialize:Deserialize(decompressed)
    if not success then return end

    -- Handle `data`
end

-- Without compression (custom codec):
MyAddon._codec = LibDeflate:CreateCodec("\000", "\255", "")
function MyAddon:Transmit(data)
    local serialized = LibSerialize:Serialize(data)
    local encoded = self._codec:Encode(serialized)
    self:SendCommMessage("MyPrefix", encoded, "WHISPER", UnitName("player"))
end
function MyAddon:OnCommReceived(prefix, payload, distribution, sender)
    local decoded = self._codec:Decode(payload)
    if not decoded then return end
    local success, data = LibSerialize:Deserialize(decoded)
    if not success then return end

    -- Handle `data`
end

-- Async Mode - Used in WoW to prevent locking the game while processing.
-- Serialize data:
local processing = CreateFrame("Frame")
local handler = LibSerialize:SerializeAsync(data_to_serialize)
processing:SetScript("OnUpdate", function()
    local completed, serialized = handler()
    if completed then
        processing:SetScript("OnUpdate", nil)
        -- Do something with `serialized`
    end
end)

-- Deserialize data:
local handler = LibSerialize:DeserializeAsync(serialized)
processing:SetScript("OnUpdate", function()
    local completed, success, deserialized = handler()
    if completed then
        processing:SetScript("OnUpdate", nil)
        -- Do something with `deserialized`
    end
end)

API

  • LibSerialize:SerializeEx(opts, ...)

    Arguments:

    Returns:

    • result: ... serialized as a string
  • LibSerialize:Serialize(...)

    Arguments:

    • ...: a variable number of serializable values

    Returns:

    • result: ... serialized as a string

    Calls SerializeEx(opts, ...) with the default options (see Serialization Options)

  • LibSerialize:Deserialize(input)

    Arguments:

    • input: a string previously returned from a LibSerialize serialization API, or an object that implements the Reader protocol

    Returns:

    • success: a boolean indicating if deserialization was successful
    • ...: the deserialized value(s) if successful, or a string containing the encountered Lua error
  • LibSerialize:DeserializeValue(input, opts)

    Arguments:

    Returns:

    • ...: the deserialized value(s)
  • LibSerialize:IsSerializableType(...)

    Arguments:

    • ...: a variable number of values

    Returns:

    • result: true if all of the values' types are serializable.

    Note that if you pass a table, it will be considered serializable even if it contains unserializable keys or values. Only the types of the arguments are checked.

Serialize() will raise a Lua error if the input cannot be serialized. This will occur if any of the following exceed 16777215: any string length, any table key count, number of unique strings, number of unique tables. It will also occur by default if any unserializable types are encountered, though that behavior may be disabled (see Serialization Options).

Deserialize() and DeserializeValue() are equivalent, except the latter returns the deserialization result directly and will not catch any Lua errors that may occur when deserializing invalid input.

As of recent releases, the library supports reentrancy and concurrent usage from multiple threads (coroutines) through the public API. Modifying tables during the serialization process is unspecified and should be avoided. Table serialization is multi-phased and assumes a consistent state for the key/value pairs across the phases.

It is permitted for any user-supplied functions to suspend the current thread during the serialization or deserialization process. It is however not possible to yield the current thread if the Deserialize() API is used, as this function inserts a C call boundary onto the call stack. This issue does not affect the DeserializeValue() function.

Asynchronous API

  • LibSerialize:SerializeAsyncEx(opts, ...)

    Arguments:

    Returns:

    • handler: function that performs the serialization. This should be called with no arguments until the first returned value is false. handler returns:
      • completed: a boolean indicating whether serialization is finished
      • result: once complete, ... serialized as a string

    Calls SerializeEx(opts, ...) with the specified options, as well as setting the async option to true (see Serialization Options). Note that the passed-in table is written to when doing so.

  • LibSerialize:SerializeAsync(...)

    Arguments:

    • ...: a variable number of serializable values

    Returns:

    • handler: function that performs the serialization. This should be called with no arguments until the first returned value is false. handler returns:
      • completed: a boolean indicating whether serialization is finished
      • result: once complete, ... serialized as a string

    Calls SerializeEx(opts, ...) with the default options, as well as setting the async option to true (see Serialization Options). Note that the passed-in table is written to when doing so.

  • LibSerialize:DeserializeAsync(input, opts)

    Arguments:

    • input: a string previously returned from a LibSerialize serialization API
    • opts: options (optional, see Deserialization Options)

    Returns:

    • handler: function that performs the deserialization. This should be called with no arguments until the first returned value is false. handler returns:
      • completed: a boolean indicating whether deserialization is finished
      • success: once complete, a boolean indicating if deserialization was successful
      • ...: once complete, the deserialized value(s) if successful, or a string containing the encountered Lua error

    Calls DeserializeValue(opts, ...) with the specified options, as well as setting the async option to true (see Deserialization Options). Note that the passed-in table is written to when doing so.

Errors encountered when serializing behave the same way as the synchronous APIs. Errors encountered when deserializing will always be caught and returned via the handler's return values, even if DeserializeValue() is called directly. This is different than when calling DeserializeValue() in synchronous mode.

Serialization Options

The following serialization options are supported:

  • errorOnUnserializableType: boolean (default true)
    • true: unserializable types will raise a Lua error
    • false: unserializable types will be ignored. If it's a table key or value, the key/value pair will be skipped. If it's one of the arguments to the call to SerializeEx(), it will be replaced with nil.
  • stable: boolean (default false)
    • true: the resulting string will be stable, even if the input includes maps. This option comes with an extra memory usage and CPU time cost.
    • false: the resulting string will be unstable and will potentially differ between invocations if the input includes maps
  • filter: function(t, k, v) => boolean (default nil)
    • If specified, the function will be called on every key/value pair in every table encountered during serialization. The function must return true for the pair to be serialized. It may be called multiple times on a table for the same key/value pair. See notes on reeentrancy and table modification.
  • async: boolean (default false)
    • true: the API returns a coroutine that performs the serialization
    • false: the API performs the serialization directly
  • yieldCheck: function(t) => boolean (default impl yields after 4096 items)
    • Only applicable when serializing asynchronously. If specified, the function will be called every time an item is about to be serialized. If the function returns true, the coroutine will yield. The function is passed a "scratch" table into which it can persist state.
  • writer: any (default nil)
    • If specified, the object referenced by this field will be checked to see if it implements the Writer protocol. If so, the functions it defines will be used to control how serialized data is written.

Deserialization Options

The following deserialization options are supported:

  • async: boolean (default false)
    • true: the API returns a coroutine that performs the deserialization
    • false: the API performs the deserialization directly
  • yieldCheck: function(t) => boolean (default impl yields after 4096 items)
    • Only applicable when deserializing asynchronously. If specified, the function will be called every time an item is about to be deserialized. If the function returns true, the coroutine will yield. The function is passed a "scratch" table into which it can persist state.

If an option is unspecified in the table, then its default will be used. This means that if an option foo defaults to true, then:

  • myOpts.foo = false: option foo is false
  • myOpts.foo = nil: option foo is true

Reader Protocol

The library supports customizing how serialized data is provided to the deserialization functions through the use of the "Reader" protocol. This enables advanced use cases such as batched or throttled deserialization via coroutines, or processing serialized data of an unknown-length in a streamed manner.

Any value supplied as the input to any deserialization function will be inspected and indexed to search for the following keys. If provided, these will override default behaviors otherwise implemented by the library.

  • ReadBytes: function(input, i, j) => string (optional)

    • If specified, this function will be called every time the library needs to read a sequence of bytes as a string from the supplied input. The range of bytes is passed in the i and j parameters, with similar semantics to standard Lua functions such as string.sub and table.concat. This function must return a string whose length is equal to the requested range of bytes.

      It is permitted for this function to error if the range of bytes would exceed the available bytes; if an error is raised it will pass through the library back to the caller of Deserialize/DeserializeValue.

      If not supplied, the default implementation will access the contents of input as if it were a string and call string.sub(input, i, j).

  • AtEnd: function(input, i) => boolean (optional)

    • If specified, this function will be called whenever the library needs to test if the end of the input has been reached. The i parameter will be supplied a byte offset from the start of the input, and should typically return true if i is greater than the length of input.

      If this function returns true, the stream is considered ended and further values will not be deserialized. If this function returns false, deserialization of further values will continue until it returns true.

      If not supplied, the default implementation will compare the offset i against the length of input as obtained through the # operator.

Writer Protocol

The library supports customizing how byte strings are written during the serialization process through the use of an object that implements the "Writer" protocol. This enables advanced use cases such as batched or throttled serialization via coroutines, or streaming the data to a target instead of processing it all in one giant chunk.

Any value stored on the writer key of the options table passed to the SerializeEx() function will be inspected and indexed to search for the following keys. If the required keys are all found, all operations provided by the writer will override the default behaviors otherwise implemented by the library. Otherwise, the writer is ignored and not used for any operations.

  • WriteString: function(writer, str) (required)

    • This function will be called each time the library submits a byte string that was created as result of serializing data.

      If this function is not supplied, the supplied writer is considered incomplete and will be ignored for all operations.

  • Flush: function(writer) (optional)

    • If specified, this function will be called at the end of the serialization process. It may return any number of values - including zero - all of which will be passed through to the caller of SerializeEx() verbatim.

      The default behavior if this function is not specified - and if the writer is otherwise valid - is a no-op that returns no values.

Customizing table serialization

For any serialized table, LibSerialize will check for the presence of a metatable key __LibSerialize. It will be interpreted as a table with the following possible keys:

  • filter: function(t, k, v) => boolean
    • If specified, the function will be called on every key/value pair in that table. The function must return true for the pair to be serialized. It may be called multiple times on a table for the same key/value pair. See notes on reeentrancy and table modification. If combined with the filter option, both functions must return true.

Examples

  1. LibSerialize:Serialize() supports variadic arguments and arbitrary key types, maintaining a consistent internal table identity.

    local t = { "test", [false] = {} }
    t[ t[false] ] = "hello"
    local serialized = LibSerialize:Serialize(t, "extra")
    local success, tab, str = LibSerialize:Deserialize(serialized)
    assert(success)
    assert(tab[1] == "test")
    assert(tab[ tab[false] ] == "hello")
    assert(str == "extra")
  2. Normally, unserializable types raise an error when encountered during serialization, but that behavior can be disabled in order to silently ignore them instead.

    local serialized = LibSerialize:SerializeEx(
        { errorOnUnserializableType = false },
        print, { a = 1, b = print })
    local success, fn, tab = LibSerialize:Deserialize(serialized)
    assert(success)
    assert(fn == nil)
    assert(tab.a == 1)
    assert(tab.b == nil)
  3. Tables may reference themselves recursively and will still be serialized properly.

    local t = { a = 1 }
    t.t = t
    t[t] = "test"
    local serialized = LibSerialize:Serialize(t)
    local success, tab = LibSerialize:Deserialize(serialized)
    assert(success)
    assert(tab.t.t.t.t.t.t.a == 1)
    assert(tab[tab.t] == "test")
  4. You may specify a global filter that applies to all tables encountered during serialization, and to individual tables via their metatable.

    local t = { a = 1, b = print, c = 3 }
    local nested = { a = 1, b = print, c = 3 }
    t.nested = nested
    setmetatable(nested, { __LibSerialize = {
        filter = function(t, k, v) return k ~= "c" end
    }})
    local opts = {
        filter = function(t, k, v) return LibSerialize:IsSerializableType(k, v) end
    }
    local serialized = LibSerialize:SerializeEx(opts, t)
    local success, tab = LibSerialize:Deserialize(serialized)
    assert(success)
    assert(tab.a == 1)
    assert(tab.b == nil)
    assert(tab.c == 3)
    assert(tab.nested.a == 1)
    assert(tab.nested.b == nil)
    assert(tab.nested.c == nil)
  5. You may perform the serialization and deserialization operations asynchronously, to avoid blocking for excessive durations when handling large amounts of data. Note that you wouldn't call the handlers in a repeat-until loop like below, because then you're still effectively performing the operations synchronously.

    local t = { "test", [false] = {} }
    t[ t[false] ] = "hello"
    local co_handler = LibSerialize:SerializeAsync(t, "extra")
    local completed, serialized
    repeat
        completed, serialized = co_handler()
    until completed
    
    local completed, success, tab, str
    local co_handler = LibSerialize:DeserializeAsync(serialized)
    repeat
        completed, success, tab, str = co_handler()
    until completed
    
    assert(success)
    assert(tab[1] == "test")
    assert(tab[ tab[false] ] == "hello")
    assert(str == "extra")
  6. You may use the Reader and Writer protocols to have more control over writing the results of serialization, or how those results are read when deserializing. The below example implements the default behavior of the library using these protocols.

    local t = { a = 1, b = 2, c = 3 }
    
    local StandardWriter = {}
    function StandardWriter:Initialize()
        self.buffer = {}
        self.bufferSize = 0
    end
    function StandardWriter:WriteString(str)
        self.bufferSize = self.bufferSize + 1
        self.buffer[self.bufferSize] = str
    end
    function StandardWriter:Flush()
        local flushed = table.concat(self.buffer, "", 1, self.bufferSize)
        self.bufferSize = 0
        return flushed
    end
    
    local StandardReader = {}
    function StandardReader:Initialize(input)
        self.input = input
    end
    function StandardReader:ReadBytes(startOffset, endOffset)
        return string.sub(self.input, startOffset, endOffset)
    end
    function StandardReader:AtEnd(offset)
        return offset > #self.input
    end
    
    StandardWriter:Initialize()
    local serialized = LibSerialize:SerializeEx({ writer = StandardWriter }, t)
    
    StandardReader:Initialize(serialized)
    local success, tab = LibSerialize:Deserialize(StandardReader)
    
    assert(success)
    assert(tab.a == 1)
    assert(tab.b == 2)
    assert(tab.c == 3)

Encoding format

Every object is encoded as a type byte followed by type-dependent payload.

For numbers, the payload is the number itself, using a number of bytes appropriate for the number. Small numbers can be embedded directly into the type byte, optionally with an additional byte following for more possible values. Negative numbers are encoded as their absolute value, with the type byte indicating that it is negative. Floats are decomposed into their eight bytes, unless serializing as a string is shorter.

For strings and tables, the length/count is also encoded so that the payload doesn't need a special terminator. Small counts can be embedded directly into the type byte, whereas larger counts are encoded directly following the type byte, before the payload.

Strings are stored directly, with no transformations. Tables are stored in one of three ways, depending on their layout:

  • Array-like: all keys are numbers starting from 1 and increasing by 1. Only the table's values are encoded.
  • Map-like: the table has no array-like keys. The table is encoded as key-value pairs.
  • Mixed: the table has both map-like and array-like keys. The table is encoded first with the values of the array-like keys, followed by key-value pairs for the map-like keys. For this version, two counts are encoded, one each for the two different portions.

Strings and tables are also tracked as they are encountered, to detect reuse. If a string or table is reused, it is encoded instead as an index into the tracking table for that type. Strings must be >2 bytes in length to be tracked. Tables may reference themselves recursively.

Type byte:

The type byte uses the following formats to implement the above:

  • NNNN NNN1: a 7 bit non-negative int
  • CCCC TT10: a 2 bit type index and 4 bit count (strlen, #tab, etc.)
    • Followed by the type-dependent payload
  • NNNN S100: the lower four bits of a 12 bit int and 1 bit for its sign
    • Followed by a byte for the upper bits
  • TTTT T000: a 5 bit type index
    • Followed by the type-dependent payload, including count(s) if needed

About

LibSerialize is a Lua library for efficiently serializing/deserializing arbitrary values

Resources

License

Stars

Watchers

Forks

Packages

No packages published

Languages