View Source Constructing and Matching Binaries

This section gives a few examples on how to handle binaries in an efficient way. The sections that follow take an in-depth look at how binaries are implemented and how to best take advantages of the optimizations done by the compiler and runtime system.

Binaries can be efficiently built in the following way:

my_list_to_binary(List) ->
    my_list_to_binary(List, <<>>).

my_list_to_binary([H|T], Acc) ->
    my_list_to_binary(T, <<Acc/binary,H>>);
my_list_to_binary([], Acc) ->
    Acc.

Appending data to a binary as in the example is efficient because it is specially optimized by the runtime system to avoid copying the Acc binary every time.

Prepending data to a binary in a loop is not efficient:

DO NOT

rev_list_to_binary(List) ->
    rev_list_to_binary(List, <<>>).

rev_list_to_binary([H|T], Acc) ->
    rev_list_to_binary(T, <<H,Acc/binary>>);
rev_list_to_binary([], Acc) ->
    Acc.

This is not efficient for long lists because the Acc binary is copied every time. One way to make the function more efficient is like this:

DO NOT

rev_list_to_binary(List) ->
    rev_list_to_binary(lists:reverse(List), <<>>).

rev_list_to_binary([H|T], Acc) ->
    rev_list_to_binary(T, <<Acc/binary,H>>);
rev_list_to_binary([], Acc) ->
    Acc.

Another way to avoid copying the binary each time is like this:

rev_list_to_binary([H|T]) ->
    RevTail = rev_list_to_binary(T),
    <<RevTail/binary,H>>;
rev_list_to_binary([]) ->
    <<>>.

Note that in each of the DO examples, the binary to be appended to is always given as the first segment.

Binaries can be efficiently matched in the following way:

my_binary_to_list(<<H,T/binary>>) ->
    [H|my_binary_to_list(T)];
my_binary_to_list(<<>>) -> [].

How Binaries are Implemented

Internally, binaries and bitstrings are implemented in the same way. In this section, they are called binaries because that is what they are called in the emulator source code.

Four types of binary objects are available internally:

Two are containers for binary data and are called:
- Refc binaries (short for reference-counted binaries)
- Heap binaries
Two are merely references to a part of a binary and are called:
- sub binaries
- match contexts

Change
In Erlang/OTP 27, the handling of binaries and bitstrings were rewritten. To fully leverage those changes in the run-time system, the compiler needs to be updated, which is planned for a future release.
Since, practically speaking, not much have changed from an efficiency and optimization perspective, the following description has not yet been updated to describe the implementation in Erlang/OTP 27.

Refc Binaries

Refc binaries consist of two parts:

An object stored on the process heap, called a ProcBin
The binary object itself, stored outside all process heaps

The binary object can be referenced by any number of ProcBins from any number of processes. The object contains a reference counter to keep track of the number of references, so that it can be removed when the last reference disappears.

All ProcBin objects in a process are part of a linked list, so that the garbage collector can keep track of them and decrement the reference counters in the binary when a ProcBin disappears.

Heap Binaries

Heap binaries are small binaries, up to 64 bytes, and are stored directly on the process heap. They are copied when the process is garbage-collected and when they are sent as a message. They do not require any special handling by the garbage collector.

Sub Binaries

The reference objects sub binaries and match contexts can reference part of a refc binary or heap binary.

A sub binary is created by split_binary/2 and when a binary is matched out in a binary pattern. A sub binary is a reference into a part of another binary (refc or heap binary, but never into another sub binary). Therefore, matching out a binary is relatively cheap because the actual binary data is never copied.

Match Context

A match context is similar to a sub binary, but is optimized for binary matching. For example, it contains a direct pointer to the binary data. For each field that is matched out of a binary, the position in the match context is incremented.

The compiler tries to avoid generating code that creates a sub binary, only to shortly afterwards create a new match context and discard the sub binary. Instead of creating a sub binary, the match context is kept.

The compiler can only do this optimization if it knows that the match context will not be shared. If it would be shared, the functional properties (also called referential transparency) of Erlang would break.

Constructing Binaries

Appending to a binary or bitstring in the following way is specially optimized to avoid copying the binary:

<<Binary/binary, ...>>
%% - OR -
<<Binary/bitstring, ...>>

This optimization is applied by the runtime system in a way that makes it effective in most circumstances (for exceptions, see Circumstances That Force Copying). The optimization in its basic form does not need any help from the compiler. However, the compiler add hints to the runtime system when it is safe to apply the optimization in a more efficient way.

Change
The compiler support for making the optimization more efficient was added in Erlang/OTP 26.

To explain how the basic optimization works, let us examine the following code line by line:

Bin0 = <<0>>,                    %% 1
Bin1 = <<Bin0/binary,1,2,3>>,    %% 2
Bin2 = <<Bin1/binary,4,5,6>>,    %% 3
Bin3 = <<Bin2/binary,7,8,9>>,    %% 4
Bin4 = <<Bin1/binary,17>>,       %% 5 !!!
{Bin4,Bin3}                      %% 6

Line 1 (marked with the %% 1 comment), assigns a heap binary to the Bin0 variable.
Line 2 is an append operation. As Bin0 has not been involved in an append operation, a new refc binary is created and the contents of Bin0 is copied into it. The ProcBin part of the refc binary has its size set to the size of the data stored in the binary, while the binary object has extra space allocated. The size of the binary object is either twice the size of Bin1 or 256, whichever is larger. In this case it is 256.
Line 3 is more interesting. Bin1 has been used in an append operation, and it has 252 bytes of unused storage at the end, so the 3 new bytes are stored there.
Line 4. The same applies here. There are 249 bytes left, so there is no problem storing another 3 bytes.
Line 5. Here something interesting happens. Notice that the result is not appended to the previous result in Bin3, but to Bin1. It is expected that Bin4 will be assigned the value <<0,1,2,3,17>>. It is also expected that Bin3 will retain its value (<<0,1,2,3,4,5,6,7,8,9>>). Clearly, the runtime system cannot write byte 17 into the binary, because that would change the value of Bin3 to <<0,1,2,3,4,17,6,7,8,9>>.
To ensure that the value of Bin3 is retained, the runtime system copies the contents of Bin1 to a new refc binary before storing the 17 byte.
Here is not explained how the runtime system can know that it is not allowed to write into Bin1; it is left as an exercise to the curious reader to figure out how it is done by reading the emulator sources, primarily erl_bits.c.

Compiler Support For Constructing Binaries

Change
The compiler support for making the optimization more efficient was added in Erlang/OTP 26.

In the example in the previous section, it was shown that the runtime system can handle an append operation to a heap binary by copying it to a refc binary (line 2), and also handle an append operation to a previous version of the binary by copying it (line 5). The support for doing that does not come for free. For example, to make it possible to know when it is necessary to copy the binary, for every append operation, the runtime system must create a sub binary.

When the compiler can determine that none of those situations need to be handled and that the append operation cannot possibly fail, the compiler generates code that causes the runtime system to apply a more efficient variant of the optimization.

Example:

-module(repack).
-export([repack/1]).

repack(Bin) when is_binary(Bin) ->
    repack(Bin, <<>>).

repack(<<C:8,T/binary>>, Result) ->
    repack(T, <<Result/binary,C:16>>);
repack(<<>>, Result) ->
    Result.

The repack/2 function only keeps a single version of the binary, so there is never any need to copy the binary. The compiler rewrites the creation of the empty binary in repack/1 to instead create a refc binary with 256 bytes already reserved; thus, the append operation in repack/2 never needs to handle a binary not prepared for appending.

Circumstances That Force Copying

The optimization of the binary append operation requires that there is a single ProcBin and a single reference to the ProcBin for the binary. The reason is that the binary object can be moved (reallocated) during an append operation, and when that happens, the pointer in the ProcBin must be updated. If there would be more than one ProcBin pointing to the binary object, it would not be possible to find and update all of them.

Therefore, certain operations on a binary mark it so that any future append operation will be forced to copy the binary. In most cases, the binary object will be shrunk at the same time to reclaim the extra space allocated for growing.

When appending to a binary as follows, only the binary returned from the latest append operation will support further cheap append operations:

Bin = <<Bin0,...>>

In the code fragment in the beginning of this section, appending to Bin will be cheap, while appending to Bin0 will force the creation of a new binary and copying of the contents of Bin0.

If a binary is sent as a message to a process or port, the binary will be shrunk and any further append operation will copy the binary data into a new binary. For example, in the following code fragment Bin1 will be copied in the third line:

Bin1 = <<Bin0,...>>,
PortOrPid ! Bin1,
Bin = <<Bin1,...>>  %% Bin1 will be COPIED

The same happens if you insert a binary into an Ets table, send it to a port using erlang:port_command/2, or pass it to enif_inspect_binary in a NIF.

Matching a binary will also cause it to shrink and the next append operation will copy the binary data:

Bin1 = <<Bin0,...>>,
<<X,Y,Z,T/binary>> = Bin1,
Bin = <<Bin1,...>>  %% Bin1 will be COPIED

The reason is that a match context contains a direct pointer to the binary data.

If a process simply keeps binaries (either in "loop data" or in the process dictionary), the garbage collector can eventually shrink the binaries. If only one such binary is kept, it will not be shrunk. If the process later appends to a binary that has been shrunk, the binary object will be reallocated to make place for the data to be appended.

Matching Binaries

Let us revisit the example in the beginning of the previous section:

my_binary_to_list(<<H,T/binary>>) ->
    [H|my_binary_to_list(T)];
my_binary_to_list(<<>>) -> [].

The first time my_binary_to_list/1 is called, a match context is created. The match context points to the first byte of the binary. 1 byte is matched out and the match context is updated to point to the second byte in the binary.

At this point it would make sense to create a sub binary, but in this particular example the compiler sees that there will soon be a call to a function (in this case, to my_binary_to_list/1 itself) that immediately will create a new match context and discard the sub binary.

Therefore my_binary_to_list/1 calls itself with the match context instead of with a sub binary. The instruction that initializes the matching operation basically does nothing when it sees that it was passed a match context instead of a binary.

When the end of the binary is reached and the second clause matches, the match context will simply be discarded (removed in the next garbage collection, as there is no longer any reference to it).

To summarize, my_binary_to_list/1 only needs to create one match context and no sub binaries.

Notice that the match context in my_binary_to_list/1 was discarded when the entire binary had been traversed. What happens if the iteration stops before it has reached the end of the binary? Will the optimization still work?

after_zero(<<0,T/binary>>) ->
    T;
after_zero(<<_,T/binary>>) ->
    after_zero(T);
after_zero(<<>>) ->
    <<>>.

Yes, it will. The compiler will remove the building of the sub binary in the second clause:

...
after_zero(<<_,T/binary>>) ->
    after_zero(T);
...

But it will generate code that builds a sub binary in the first clause:

after_zero(<<0,T/binary>>) ->
    T;
...

Therefore, after_zero/1 builds one match context and one sub binary (assuming it is passed a binary that contains a zero byte).

Code like the following will also be optimized:

all_but_zeroes_to_list(Buffer, Acc, 0) ->
    {lists:reverse(Acc),Buffer};
all_but_zeroes_to_list(<<0,T/binary>>, Acc, Remaining) ->
    all_but_zeroes_to_list(T, Acc, Remaining-1);
all_but_zeroes_to_list(<<Byte,T/binary>>, Acc, Remaining) ->
    all_but_zeroes_to_list(T, [Byte|Acc], Remaining-1).

The compiler removes building of sub binaries in the second and third clauses, and it adds an instruction to the first clause that converts Buffer from a match context to a sub binary (or do nothing if Buffer is a binary already).

But in more complicated code, how can one know whether the optimization is applied or not?

Option bin_opt_info

Use the bin_opt_info option to have the compiler print a lot of information about binary optimizations. It can be given either to the compiler or erlc:

erlc +bin_opt_info Mod.erl

or passed through an environment variable:

export ERL_COMPILER_OPTIONS=bin_opt_info

Notice that the bin_opt_info is not meant to be a permanent option added to your Makefiles, because all messages that it generates cannot be eliminated. Therefore, passing the option through the environment is in most cases the most practical approach.

The warnings look as follows:

./efficiency_guide.erl:60: Warning: NOT OPTIMIZED: binary is returned from the function
./efficiency_guide.erl:62: Warning: OPTIMIZED: match context reused

To make it clearer exactly what code the warnings refer to, the warnings in the following examples are inserted as comments after the clause they refer to, for example:

after_zero(<<0,T/binary>>) ->
         %% BINARY CREATED: binary is returned from the function
    T;
after_zero(<<_,T/binary>>) ->
         %% OPTIMIZED: match context reused
    after_zero(T);
after_zero(<<>>) ->
    <<>>.

The warning for the first clause says that the creation of a sub binary cannot be delayed, because it will be returned. The warning for the second clause says that a sub binary will not be created (yet).

Unused Variables

The compiler figures out if a variable is unused. The same code is generated for each of the following functions:

count1(<<_,T/binary>>, Count) -> count1(T, Count+1);
count1(<<>>, Count) -> Count.

count2(<<H,T/binary>>, Count) -> count2(T, Count+1);
count2(<<>>, Count) -> Count.

count3(<<_H,T/binary>>, Count) -> count3(T, Count+1);
count3(<<>>, Count) -> Count.

In each iteration, the first 8 bits in the binary will be skipped, not matched out.

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