A middleware for the FastStream framework to support message compression.
Project description
faststream-compressors
A middleware for the FastStream framework to support message compression.
⚠️ Note: RPC Limitation
Due to a bug in FastStream, middleware does not run after receiving a response from the broker, preventing message decompression when using RPC. I've reported this issue to the FastStream developers, and we're hoping for a fix soon.
In the meantime, you can register separate routers for RPC and Pub/Sub:
- RPC Router: Enable only the DecompressionMiddleware.
- Pub/Sub Router: Enable both DecompressionMiddleware and CompressionMiddleware.
Example
from faststream.nats import NatsBroker
from faststream_compressors.compressors import GzipCompressor, GzipDecompressor
from faststream_compressors.middlewares import CompressionMiddleware
from faststream_compressors.middlewares.nats import NatsDecompressionMiddleware
broker = NatsBroker(
middlewares=(
# Compression methods used for compressing messages.
# The order in which compressors are specified matters.
CompressionMiddleware.make_middleware(compressors=GzipCompressor()),
# Your other middlewares here
# Compression methods used for decompressing messages.
# The order does not matter here
NatsDecompressionMiddleware.make_middleware(decompressors=GzipDecompressor()),
)
)
Broker | Is Supported? | Middleware |
---|---|---|
NATS | ✅ | faststream_compressors.middlewares.nats.NatsDecompressionMiddleware |
Other | ❌ |
You can submit a pull request to add support for decompression middleware for your broker. I expect that FastStream will update its middleware API soon, allowing us to create a universal middleware for each broker. For now, only NATS is supported.
Compression Method | Is Supported? | Compressor | Extra Dependency |
---|---|---|---|
gzip | ✅ | faststream_compressors.compressors.GzipCompressor faststream_compressors.compressors.GzipDecompressor |
|
lz4 | ✅ | faststream_compressors.compressors.lz4.Lz4Compressor faststream_compressors.compressors.lz4.Lz4Decompressor |
faststream-compressors[lz4] |
Other | ❌ |
You can submit a pull request to add support for your compression method or use your custom algorithm that adheres to the BaseCompressor interface.
from faststream import FastStream, Header
from faststream.nats import NatsBroker
from faststream_compressors.compressors import BaseCompressor
from faststream_compressors.middlewares import CompressionMiddleware
from faststream_compressors.middlewares.nats import NatsDecompressionMiddleware
class MyCompressor(BaseCompressor):
ENCODING = "xor1"
def __call__(self, data: bytes) -> bytes:
return bytes(byte ^ 1 for byte in data)
broker = NatsBroker(
middlewares=(
CompressionMiddleware.make_middleware(compressors=MyCompressor()),
NatsDecompressionMiddleware.make_middleware(decompressors=MyCompressor()),
)
)
app = FastStream(broker)
@broker.subscriber("my-subject")
async def my_handler(data: str, encoding: str = Header("content-encoding")):
print(data, encoding)
@app.after_startup
async def ping():
await broker.publish("My secret message", "my-subject")
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