4.0 KiB
Protobuf
Protocol Buffers (a.k.a., protobuf) are Google's language-neutral, platform-neutral, extensible mechanism for serializing structured data.
Protobuf is a binary serialization format, which has many advantages but it comes at a price: when debugging/troubleshooting/exploring a system that contains serialized binary blobs one ends up inventing new swear words at the tune of ^H<84>=^Z^D^H^B^Z^@!! and yelling them aloud, at the great confusion of the their significant other.
Tools always come to the rescue, but public protobuf tooling is embarrassingly behind.
prototxt
The protoc
tool can (de)serialize to and from binary protobuf files,
with the --decode
and --encode
flags. However, it needs to be passed the schema of the files and
the fully qualified type name of the top level message in the file to be decoded.
We have a script that hides the boring parts of finding all the .proto
files and adding the right
import paths etc. It also has a convenient command that lists all the fully qualified message types.
$ ./scripts/prototxt types | grep DatabaseRules
influxdata.iox.management.v1.DatabaseRules
You can now decode the binary protobuf into a textual form you can inspect and/or edit:
$ ./scripts/prototxt decode influxdata.iox.management.v1.DatabaseRules \
< /tmp/iox-data/1/foobar_weather/rules.pb
name: "foobar_weather"
partition_template {
parts {
time: "%Y-%m-%d %H:00:00"
}
}
mutable_buffer_config {
buffer_size: 1000000
partition_drop_order {
order: ORDER_DESC
created_at_time {
}
}
}
You can edit the file and then re-encode it back into binary protobuf:
$ ./scripts/prototxt encode influxdata.iox.management.v1.DatabaseRules \
< /tmp/rules.txt \
> /tmp/iox-data/1/foobar_weather/rules.pb
$ cat /tmp/iox-data/1/foobar_weather/rules.pb | hexdump -C
00000000 0a 0e 66 6f 6f 62 61 72 5f 77 65 61 74 68 65 72 |..foobar_weather|
00000010 12 15 0a 13 1a 11 25 59 2d 25 6d 2d 25 64 20 25 |......%Y-%m-%d %|
00000020 48 3a 30 30 3a 30 30 3a 0a 08 c0 84 3d 1a 04 08 |H:00:00:....=...|
00000030 02 1a 00 |...|
Textpb
The textual protobuf encoding (aka textpb
) may be unfamiliar to most people.
There is no public specification and implementors just reference the C++ protobuf impl.
It's superseded by the jsonpb
syntax, but you're likely to have to interact with textpb
for a while,
at least until there is better support for jsonpb
in commandline tools.
Quick&dirty doc:
- It's not JSON
- It's a faithful translation of the original binary message.
- It uses the schema to map between field tags and field names.
- In protobuf, the top level is always a message. Textpb is the same.
- When a field value is an message, use
{}
. (see below of alternative renderings). - Repeated fields are not arrays, they are literally repeated fields.
There is a way to visualize a binary protobuf even if you don't know the schema:
$ protoc --decode_raw </tmp/iox-data/1/foobar_weather/rules.pb
1: "foobar_weather"
2 {
1 {
3: "%Y-%m-%d %H:00:00"
}
}
7 {
1: 1000000
3 {
1: 2
3: ""
}
}
If you compare this carefully with the output of ./scripts/prototxt decode influxdata.iox.management.v1.DatabaseRules
shown above
you'll notice that it has exactly the same data, and only the labels of the fields change.
Thus, if you understand how the protobuf binary encoding lays down their fields, you'll understand textpb
.
For example, "arrays" are fields with the same tag appearing multiple times in the same message. They don't even need to appear consecutively.
Alt-renderings
To complicate matters further, there are alternative renderings of textpb
. These are all valid:
parts: {
time: "%Y-%m-%d %H:00:00"
}
parts: <
time: "%Y-%m-%d %H:00:00"
>
parts <
time: "%Y-%m-%d %H:00:00"
>
(echoes of a distant past, when JSON wasn't a thing yet).