Hi Dian, Thank you for the detailed answer!
Best, Yik San On Tue, Apr 27, 2021 at 5:42 PM Dian Fu <[email protected]> wrote: > Hi Yik San, > > Command line option `-pyarch` could be used to specify archive files such > as Python virtual environment, ML model, data file, etc. > > So for resources.zip, -pyarch makes more sense than -pyfs. > > Regards, > Dian > > 2021年4月27日 下午5:14，Yik San Chan <[email protected]> 写道： > > Hi Dian, > > Thank you! That solves my question. By the way, for my use case, does > -pyarch make more sense than -pyfs? > > Best, > Yik San > > On Tue, Apr 27, 2021 at 4:52 PM Dian Fu <[email protected]> wrote: > >> Hi Yik San, >> >> Could you try `pd.read_csv(‘resources.zip/resources/crypt.csv’, xxx)`? >> >> Regards, >> Dian >> >> 2021年4月27日 下午4:39，Yik San Chan <[email protected]> 写道： >> >> Hi, >> >> My UDF has the dependency to a resource file named crypt.csv that is >> located in resources/ directory. >> >> ```python >> # udf_use_resource.py >> @udf(input_types=[DataTypes.STRING()], result_type=DataTypes.STRING()) >> def decrypt(s): >> import pandas as pd >> d = pd.read_csv('resources/crypt.csv', header=None, index_col=0, squeeze= >> True).to_dict() >> return d.get(s, "unknown") >> ``` >> >> I run the job in local mode (i.e., python udf_use_resource.py) without >> any problem. However, when I try to run it with >> `~/softwares/flink-1.12.0/bin/flink run -d -pyexec >> /usr/local/anaconda3/envs/featflow-ml-env/bin/python -pyarch resources.zip >> -py udf_use_resource.py` on my local cluster, it complains: >> >> FileNotFoundError: [Errno 2] File b'resources/crypt.csv' does not exist: >> b'resources/crypt.csv' >> >> The resources.zip is zipped from the resources directory. I wonder: where >> do I go wrong? >> >> Note: udf_use_resource.py and resources/crypt.csv can be found in >> https://github.com/YikSanChan/pyflink-quickstart/tree/36bfab4ff830f57d3f23f285c7c5499a03385b71 >> . >> >> Thanks! >> >> Best, >> Yik San >> >> >> >
