faust | Functional programming language for signal processing | Audio Utils library
kandi X-RAY | faust Summary
kandi X-RAY | faust Summary
This is an overview of the content of the top-level folders of the Faust distribution. Most of these folders contain their own README describing their content in more details.
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Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of faust
faust Key Features
faust Examples and Code Snippets
Faust supports kafka with version >= 0.10.
.. _`introduction`: http://faust.readthedocs.io/en/latest/introduction.html
.. _`quickstart`: http://faust.readthedocs.io/en/latest/playbooks/quickstart.html
.. _`User Guide`: http://faust.readthedocs.
class Greeting(faust.Record):
from_name: str
to_name: str
app = faust.App('hello-app', broker='kafka://localhost')
topic = app.topic('hello-topic', value_type=Greeting)
@app.agent(topic)
async def hello(greetings):
async for greeting in g
$ pip install -U faust[eventlet]
$ faust -L eventlet -A myproj worker -l info
#!/usr/bin/env python3
import mode.loop.eventlet # noqa
It's very important this is at the very top of the module,
and that it executes before you import libraries.
Community Discussions
Trending Discussions on faust
QUESTION
I want to make a flask application/API with gunicorn that on every request-
- reads a single value from a Kafka topic
- does some processing
- and returns the processed value to the user(or any application calling the API).
So, far I couldn't find any examples of it. So, is the following function is the correct way of doing this?
...ANSWER
Answered 2021-May-08 at 14:35This seems okay at first glance. Your consumer iterator is iterated once, and you return that value.
The more idiomatic way to do that would be like this, however
QUESTION
I could not find any answer to this: what is the difference between Faust and kafka-python?
Is there any pros/cons on preferring any one of them?
As I understand it:
- Kafka is written in Java, and Kafka-python is a Python client to communicate with "Java stream"
- Faust is a pure "Python stream"
So, if I plan to use only Python then Faust should be better choice and if I want to have wider compatibility (Go, .NET, C/C#, Java, Python) then use Kafka + Kafka-python?
Note: I am new to using Kafka and I am trying to understand the pros/cons of different solutions.
I would highly appreciate any advice!!
...ANSWER
Answered 2021-Jan-31 at 22:48As I understand it you use both with Kafka, and both from Python, but with the difference that:
- Faust is for stream processing (filtering, joining, aggregating, etc)
kafka-python
(just likeconfluent-kafka-python
also) is a client library providing Consumer, Producer, and Admin APIs for Kafka.
So you could easily use both, for different purposes, from Python.
QUESTION
P.S. Started an issue https://github.com/robinhood/faust/issues/702
Developing Faust-app:
...ANSWER
Answered 2021-Jan-25 at 14:28Changed code structure for this:
QUESTION
I'm used to search and install packages with apt, under Debian-based distributions, and one useful feature of it is that you can search in the description of packages as well, so you don't need to know the exact name of a package to find it. It can be used in a exploratory way. For example, say I'm searching for packages related to functional programming, but haven't a specific one in mind. I could do just this:
...ANSWER
Answered 2021-Jan-15 at 23:53No, it is not possible to search package descriptions with conda search
. The query results of conda search
, including those with the --info|-i
flag, do not include package description info.
There is limited functionality for retrieving package summaries from Anaconda Cloud. This is provided by the anaconda show
command in the package anaconda-client
and only provides exact matching (channel and package). For example,
QUESTION
I am debugging a simple application:
...ANSWER
Answered 2020-Sep-24 at 13:58Keeping in mind that the offsets are controlled by the Kafka server using a consumer group with the same name as your faust app, I've been using the kafaka-consumer-groups
CLI ( part of your kafka install ) to do this.
QUESTION
I am trying to write unit tests using pytest for my Faust application. I have referred to the documentation here but it does not mention what to do when my Faust agent is sending data to a sink.
Without a sink, my tests are working fine but when I use a sink, I get this error:
...ANSWER
Answered 2020-Aug-11 at 16:56Force pytest to use Faust's asyncio event loop as the default global loop. Add the following fixture to your test code:
QUESTION
I'm trying to append a capital 'X'
character at the end of every line of a simple text file (while switching all chars to upper case at the same time) and writing the changes to a new file.
So initially, the file faust.txt
contains:
ANSWER
Answered 2020-Jun-01 at 21:17You're causing undefined behavior when you call strcat(end, "X");
because end
points to src
, and src
doesn't have a null terminator and doesn't have enough bytes allocated to concatenate anything.
If you're reading the file one byte at a time, you don't need an array. Just read into a char
variable. When the character is a newline, write an X
to the output file before writing the character.
Another problem: when you call open()
to create the output file, you have to pass a third argument containing the desired file permissions.
QUESTION
I have a simple app, with two functions, one for listening to topic and other for web endpoint. I want to create server side event streaming (SSE) i.e text/event-stream, so that on client end I could listen to it using EventSource.
I have the following code for now, where each function is doing its particular job:
...ANSWER
Answered 2020-Apr-06 at 08:12The Faust worker will also expose a web server on every instance, that by default runs on port 6066.
The server will use the aiohttp HTTP server library and you can take advantage of this thing and create a server-side event streaming (SSE) like in your example code.
You can create an agent that will read from Kafka topic test
and will update a variable last_message_from_topic
with the last message from the topic, this variable will be visible also from your web pages.
In the index page (@app.page('/')
) the EventSource interface is used to receive server-sent events. It connects to the server over HTTP and receives events in text/event-stream format from the page /hello
without closing the connection.
The web page /hello
at every second is sending a message text with the last message from the Kafka topic test
and with the current time from the server.
here is my file my_worker.py
code:
QUESTION
I have the following code from Eric Faust ES6 class syntax sugar:
...ANSWER
Answered 2020-Mar-22 at 00:15In the constructor, the assignment to this.radius
is an assignment to the "radius" property of this
. The value of this
is of course the newly-created object, and the prototype chain of that object is already set up by the time the constructor code runs. Thus the setter for "radius" will definitely be called, and you'll get the exception.
The setter and getter methods are indeed on the prototype, but the whole point of doing that is to make it so that every instance shares that behavior. The object referenced by this
in the constructor function is one of those instances.
For "simple" prototype properties that don't have getter/setter functions, assignment to this.whatever
in the constructor function or anywhere else will always create a property locally on the target object instead of changing the property value on the prototype. Properties with getter/setter methods don't work that way.
Note that the code in the constructor function does not follow different rules than code in any other function. Special things happen on the way in to the function and on the way out, but otherwise it's plain ordinary code.
QUESTION
From the Faust documentation I can't find out how to set the consumer to a specific offset.
With confluent-kafka I use consumer.offsets_for_times to find a start_offset and then assign the TopicPartition to that specific offset, something like:
...ANSWER
Answered 2020-Feb-19 at 18:25I think this might be what you're looking for: https://faust.readthedocs.io/en/latest/reference/faust.transport.consumer.html#faust.transport.consumer.Consumer.seek
It can go to a specific offset, however I don't think there's an easy way to tell it to go to a specific time or date without some extra logic (maybe binary search your way there using the offset?).
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