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https://issues.apache.org/jira/browse/ARROW-16090?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17516129#comment-17516129
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David Li edited comment on ARROW-16090 at 4/1/22 9:13 PM:
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Try binding the server to 0.0.0.0 instead of localhost (I don't see the full
server code but that would explain why it works outside the container but not
inside, I think, and the Flight example binds to localhost indeed)
was (Author: lidavidm):
Try binding the server to 0.0.0.0 instead of localhost
> Unable to connect to flight server in container using self-signed certificate
> -----------------------------------------------------------------------------
>
> Key: ARROW-16090
> URL: https://issues.apache.org/jira/browse/ARROW-16090
> Project: Apache Arrow
> Issue Type: Bug
> Components: FlightRPC, Python
> Affects Versions: 7.0.0
> Reporter: Chris Dunderdale
> Priority: Blocker
>
> hi
> I'm busy trying to build a python Arrow server on a docker container. The
> rationale for moving it into a container is to isolate components of my
> program so if there's an exception/performance issue where something gobbles
> all the memory I'm able to quickly kill the container without bringing down
> the entire program.
> I'm having problems connecting a local python script client to the server in
> the container. I'm not sure if it's a certificate issue /grpc issue/arrow
> server config issue. Going to break down what I've done below. Any help would
> be appreciated :)
> # Grabbed the [arrow python
> server|https://github.com/apache/arrow/tree/master/python/examples/flight]
> from the github repo.
> # Since I want to implement secure communication I'll need a certificate -
> self-signed should be fine for development. Generate development certificate
> using dotnet dev-certs. After trusting certificate, export it using cmd in
> windows.
> {code:java}
> dotnet dev-certs https --trust
> dotnet dev-certs https -ep "test.pfx" -p testpassword{code}
> 1. My understanding is that the Arrow server only accepts .crt and .key files
> for public private key. I used WSL and SSL to convert the pfx file using this
> article from
> [IBM.|https://www.ibm.com/docs/en/arl/9.7?topic=certification-extracting-certificate-keys-from-pfx-file]
> 2. Placing the public and private key in the same folder as my server script
> - I adjust the code as follows to not need to pass things in via args.
> {code:java}
> scheme = "grpc+tls"
> with open("testPublicKey.crt", "rb") as cert_file:
> tls_cert_chain = cert_file.read()
> with open("testPrivateKey.key", "rb") as key_file:
> tls_private_key = key_file.read()
> tls_certificates.append((tls_cert_chain, tls_private_key)) {code}
> My client code is a slimmed-down version of the one on the repo as a test I
> want to push some dummy data into the server.
> {code:java}
> import pyarrow
> import pyarrow.flight
> import pandas as pd# Assumes that data is a Dataframe
> def pushToServer(name, data, client):
> objectToSend = pyarrow.Table.from_pandas(data)
> writer, _ = client.do_put(pyarrow.flight.FlightDescriptor.for_path(name),
> objectToSend.schema)
> writer.write_table(objectToSend)
> writer.close()
> def getClient():
> return pyarrow.flight.FlightClient("grpc+tcp://localhost:5005")
> def main():
> client = getClient()
> data = {'Country': ['Belgium', 'India', 'Brazil'], 'Capital':
> ['Brussels', 'New Delhi', 'Brasilia'], 'Population': [11190846,
> 1303171035, 207847528]} df = pd.DataFrame(data, columns=['Country',
> 'Capital', 'Population'])
> pushToServer("PredictedValues", df, client)if __name__ == '__main__':
> try:
> main()
> except Exception as e:
> print(e) {code}
> 3. Running this on my local machine is fine- now I want to move the server
> into the container. I set up the docker file in the same folder as server
> script. See below (I know it's not ideal, but it does the job)
> {code:java}
> FROM mcr.microsoft.com/dotnet/sdk
> EXPOSE 5005
> COPY server.py /home{code}
> build the image and run the container as below
> {code:java}
> docker build -t test .
> docker run -it -p 5005:5005 test{code}
> 4. In the container, I quickly get python and pyarrow installed and then
> start the server
> {code:java}
> apt-get update
> apt-get install python3.10 python3-pip
> pip install pyarrow
> //start server time
> cd home
> python3 server.py
> //responds with "Serving on grpc+tls://localhost:5005"{code}
> 5. Since the ports are mapped when we started the container, I rerun the
> client on my local and I'm greeted with this error on the client end.
> {code:java}
> gRPC returned unavailable error, with message: failed to connect to all
> addresses. Client context: IOError: Could not write record batch to stream.
> Detail: Internal. gRPC client debug context:
> {"created":"@1648805430.279000000","description":"Failed to pick
> subchannel","file":"C:\vcpkg\buildtrees\grpc\src\2180080eb4-87c05d756b.clean\src\core\ext\filters\client_channel\client_channel.cc","file_line":3159,"referenced_errors":[{"created":"@1648805430.279000000","description":"failed
> to connect to all
> addresses","file":"C:\vcpkg\buildtrees\grpc\src\2180080eb4-87c05d756b.clean\src\core\lib\transport\error_utils.cc","file_line":147,"grpc_status":14}]}.
> Additionally, could not finish writing record batches before closing {code}
> Putting a try-catch on the server-side doesn't provide any more info,
> unfortunately.
> I've already ruled out that I might have a dodgy certificate. I've used the
> same certificate to set up a basic C# kestrel server in a container using
> HTTPS. I've also tried the above using a C# server with the same issue.
> Is there any obvious I'm missing in the config? I haven't found any examples
> where people use certificates with pyarrow, so a bit at a loss.
>
>
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