16 KiB
[WIP] SimpleSerialize (SSZ) Spec
This is the work in progress document to describe simpleserialize
, the
current selected serialization method for Ethereum 2.0 using the Beacon Chain.
This document specifies the general information for serializing and deserializing objects and data types.
ToC
About
SimpleSerialize
was first proposed by Vitalik Buterin as the serialization
protocol for use in the Ethereum 2.0 Beacon Chain.
The core feature of ssz
is the simplicity of the serialization with low
overhead.
Terminology
Term | Definition |
---|---|
big |
Big Endian |
byte_order |
Specifies endianness: Big Endian or Little Endian. |
len |
Length/Number of Bytes. |
to_bytes |
Convert to bytes. Should take parameters size and byte_order . |
from_bytes |
Convert from bytes to object. Should take bytes and byte_order . |
value |
The value to serialize. |
rawbytes |
Raw serialized bytes. |
Constants
Constant | Value | Definition |
---|---|---|
LENGTH_BYTES |
4 | Number of bytes used for the length added before a variable-length serialized object. |
Overview
Serialize/Encode
uint: 8/16/24/32/64/256
Convert directly to bytes the size of the int. (e.g. uint16 = 2 bytes
)
All integers are serialized as big endian.
Check to perform | Code |
---|---|
Size is a byte integer | int_size % 8 == 0 |
assert(int_size % 8 == 0)
buffer_size = int_size / 8
return value.to_bytes(buffer_size, 'big')
bool
Convert directly to a single 0x00 or 0x01 byte.
Check to perform | Code |
---|---|
Value is boolean | value in (True, False) |
assert(value in (True, False))
return b'\x01' if value is True else b'\x00'
Address
The address should already come as a hash/byte format. Ensure that length is 20.
Check to perform | Code |
---|---|
Length is correct (20) | len(value) == 20 |
assert( len(value) == 20 )
return value
Hash
Hash Type | Usage |
---|---|
hash32 |
Hash size of keccak or blake2b[0.. < 32] . |
hash96 |
BLS Public Key Size. |
hash97 |
BLS Public Key Size with recovery bit. |
Checks to perform | Code |
---|---|
Length is correct (32) if hash32 |
len(value) == 32 |
Length is correct (96) if hash96 |
len(value) == 96 |
Length is correct (97) if hash97 |
len(value) == 97 |
Example all together
if (type(value) == 'hash32'):
assert(len(value) == 32)
elif (type(value) == 'hash96'):
assert(len(value) == 96)
elif (type(value) == 'hash97'):
assert(len(value) == 97)
else:
raise TypeError('Invalid hash type supplied')
return value
Hash32
Ensure 32 byte length and return the bytes.
assert(len(value) == 32)
return value
Hash96
Ensure 96 byte length and return the bytes.
assert(len(value) == 96)
return value
Hash97
Ensure 97 byte length and return the bytes.
assert(len(value) == 97)
return value
Bytes
For general byte
type:
- Get the length/number of bytes; Encode into a
4-byte
integer. - Append the value to the length and return:
[ length_bytes ] + [ value_bytes ]
Check to perform | Code |
---|---|
Length of bytes can fit into 4 bytes | len(value) < 2**32 |
assert(len(value) < 2**32)
byte_length = (len(value)).to_bytes(LENGTH_BYTES, 'big')
return byte_length + value
List/Vectors
Lists are a collection of elements of the same homogeneous type.
Check to perform | Code |
---|---|
Length of serialized list fits into 4 bytes | len(serialized) < 2**32 |
- Get the number of raw bytes to serialize: it is
len(list) * sizeof(element)
.- Encode that as a
4-byte
big endianuint32
.
- Encode that as a
- Append the elements in a packed manner.
- Note on efficiency: consider using a container that does not need to iterate over all elements to get its length. For example Python lists, C++ vectors or Rust Vec.
Example in Python
serialized_list_string = b''
for item in value:
serialized_list_string += serialize(item)
assert(len(serialized_list_string) < 2**32)
serialized_len = (len(serialized_list_string).to_bytes(LENGTH_BYTES, 'big'))
return serialized_len + serialized_list_string
Container
A container represents a heterogenous, associative collection of key-value pairs. Each pair is referred to as a field
. To get the value for a given field, you supply the key which is a symbol unique to the container referred to as the field's name
. The container data type is analogous to the struct
type found in many languages like C or Go.
To serialize a container, obtain the set of its field's names and sort them lexicographically. For each field name in this sorted list, obtain the corresponding value and serialize it. Tightly pack the complete set of serialized values in the same order as the sorted field names into a buffer. Calculate the size of this buffer of serialized bytes and encode as a 4-byte
big endian uint32
. Prepend the encoded length to the buffer. The result of this concatenation is the final serialized value of the container.
Check to perform | Code |
---|---|
Length of serialized fields fits into 4 bytes | len(serialized) < 2**32 |
To serialize:
-
Get the names of the container's fields and sort them.
-
For each name in the sorted list, obtain the corresponding value from the container and serialize it. Place this serialized value into a buffer. The serialized values should be tightly packed.
-
Get the number of raw bytes in the serialized buffer. Encode that number as a
4-byte
big endianuint32
. -
Prepend the length to the serialized buffer.
Example in Python
def get_field_names(typ):
return typ.fields.keys()
def get_value_for_field_name(value, field_name):
return getattr(value, field_name)
def get_type_for_field_name(typ, field_name):
return typ.fields[field_name]
serialized_buffer = b''
typ = type(value)
for field_name in sorted(get_field_names(typ)):
field_value = get_value_for_field_name(value, field_name)
field_type = get_type_for_field_name(typ, field_name)
serialized_buffer += serialize(field_value, field_type)
assert(len(serialized_buffer) < 2**32)
serialized_len = (len(serialized_buffer).to_bytes(LENGTH_BYTES, 'big'))
return serialized_len + serialized_buffer
Deserialize/Decode
The decoding requires knowledge of the type of the item to be decoded. When performing decoding on an entire serialized string, it also requires knowledge of the order in which the objects have been serialized.
Note: Each return will provide deserialized_object, new_index
keeping track
of the new index.
At each step, the following checks should be made:
Check to perform | Check |
---|---|
Ensure sufficient length | length(rawbytes) >= current_index + deserialize_length |
uint: 8/16/24/32/64/256
Convert directly from bytes into integer utilising the number of bytes the same
size as the integer length. (e.g. uint16 == 2 bytes
)
All integers are interpreted as big endian.
assert(len(rawbytes) >= current_index + int_size)
byte_length = int_size / 8
new_index = current_index + int_size
return int.from_bytes(rawbytes[current_index:current_index+int_size], 'big'), new_index
Bool
Return True if 0x01, False if 0x00.
assert rawbytes in (b'\x00', b'\x01')
return True if rawbytes == b'\x01' else False
Address
Return the 20 bytes.
assert(len(rawbytes) >= current_index + 20)
new_index = current_index + 20
return rawbytes[current_index:current_index+20], new_index
Hash
Hash32
Return the 32 bytes.
assert(len(rawbytes) >= current_index + 32)
new_index = current_index + 32
return rawbytes[current_index:current_index+32], new_index
Hash96
Return the 96 bytes.
assert(len(rawbytes) >= current_index + 96)
new_index = current_index + 96
return rawbytes[current_index:current_index+96], new_index
Hash97
Return the 97 bytes.
assert(len(rawbytes) >= current_index + 97)
new_index = current_index + 97
return rawbytes[current_index:current_index+97], new_index
Bytes
Get the length of the bytes, return the bytes.
Check to perform | code |
---|---|
rawbytes has enough left for length | len(rawbytes) > current_index + LENGTH_BYTES |
bytes to return not greater than serialized bytes | len(rawbytes) > bytes_end |
assert(len(rawbytes) > current_index + LENGTH_BYTES)
bytes_length = int.from_bytes(rawbytes[current_index:current_index + LENGTH_BYTES], 'big')
bytes_start = current_index + LENGTH_BYTES
bytes_end = bytes_start + bytes_length
new_index = bytes_end
assert(len(rawbytes) >= bytes_end)
return rawbytes[bytes_start:bytes_end], new_index
List/Vectors
Deserialize each element in the list.
- Get the length of the serialized list.
- Loop through deserializing each item in the list until you reach the entire length of the list.
Check to perform | code |
---|---|
rawbytes has enough left for length | len(rawbytes) > current_index + LENGTH_BYTES |
list is not greater than serialized bytes | len(rawbytes) > current_index + LENGTH_BYTES + total_length |
assert(len(rawbytes) > current_index + LENGTH_BYTES)
total_length = int.from_bytes(rawbytes[current_index:current_index + LENGTH_BYTES], 'big')
new_index = current_index + LENGTH_BYTES + total_length
assert(len(rawbytes) >= new_index)
item_index = current_index + LENGTH_BYTES
deserialized_list = []
while item_index < new_index:
object, item_index = deserialize(rawbytes, item_index, item_type)
deserialized_list.append(object)
return deserialized_list, new_index
Container
Refer to the section on container encoding for some definitions.
To deserialize a container, loop over each field in the container and use the type of that field to know what kind of deserialization to perform. Consume successive elements of the data stream for each successful deserialization.
Instantiate a container with the full set of deserialized data, matching each member with the corresponding field.
Check to perform | code |
---|---|
rawbytes has enough left for length | len(rawbytes) > current_index + LENGTH_BYTES |
list is not greater than serialized bytes | len(rawbytes) > current_index + LENGTH_BYTES + total_length |
To deserialize:
-
Get the names of the container's fields and sort them.
-
For each name in the sorted list, attempt to deserialize a value for that type. Collect these values as they will be used to construct an instance of the container.
-
Construct a container instance after successfully consuming the entire subset of the stream for the serialized container.
Example in Python
def get_field_names(typ):
return typ.fields.keys()
def get_value_for_field_name(value, field_name):
return getattr(value, field_name)
def get_type_for_field_name(typ, field_name):
return typ.fields[field_name]
class Container:
# this is the container; here we will define an empty class for demonstration
pass
# get a reference to the type in some way...
container = Container()
typ = type(container)
assert(len(rawbytes) > current_index + LENGTH_BYTES)
total_length = int.from_bytes(rawbytes[current_index:current_index + LENGTH_BYTES], 'big')
new_index = current_index + LENGTH_BYTES + total_length
assert(len(rawbytes) >= new_index)
item_index = current_index + LENGTH_BYTES
values = {}
for field_name in sorted(get_field_names(typ)):
field_name_type = get_type_for_field_name(typ, field_name)
values[field_name], item_index = deserialize_at(data, field_name_type, item_index)
assert item_index == start + LENGTH_BYTES + length
return typ(**values), item_index
Implementations
Language | Implementation | Description |
---|---|---|
Python | https://github.com/ethereum/beacon_chain/blob/master/ssz/ssz.py | Beacon chain reference implementation written in Python. |
Rust | https://github.com/sigp/lighthouse/tree/master/beacon_chain/utils/ssz | Lighthouse (Rust Ethereum 2.0 Node) maintained SSZ. |
Nim | https://github.com/status-im/nim-beacon-chain/blob/master/beacon_chain/ssz.nim | Nim Implementation maintained SSZ. |
Rust | https://github.com/paritytech/shasper/tree/master/util/ssz | Shasper implementation of SSZ maintained by ParityTech. |
Javascript | https://github.com/ChainSafeSystems/ssz-js/blob/master/src/index.js | Javascript Implementation maintained SSZ |