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Create ensembler web service #165

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4c50590
Add skeleton class for pyfunc ensembler
deadlycoconuts Feb 4, 2022
9cd9384
Refactor ensembler class in pyfunc to accept both batch and live requ…
deadlycoconuts Feb 4, 2022
97d97bd
Add supporting classes for live pyfunc ensembler
deadlycoconuts Feb 4, 2022
c39a7ac
Add preprocessing methods for live ensembler
deadlycoconuts Feb 6, 2022
77331ff
Update PyFunc ensembler in SDK to utilise returned treatment_config
deadlycoconuts Feb 6, 2022
3cab352
Modify predict method in SDK PyFunc to allow backward compatibility w…
deadlycoconuts Feb 6, 2022
c863c08
Set output from prediction to be a list-like object
deadlycoconuts Feb 6, 2022
dbaf6e1
Remove redundant header names for features in PyFunc
deadlycoconuts Feb 7, 2022
062d55e
Rename PyFuncEnsembler to PyFuncEnsemblerRunner to remove overloaded …
deadlycoconuts Feb 7, 2022
0e296b1
Rename references to renamed PyFuncEnsemblerRunner
deadlycoconuts Feb 7, 2022
b0fca59
Add docstrings to various methods
deadlycoconuts Feb 7, 2022
9cec5da
Add README template
deadlycoconuts Feb 7, 2022
2cf245e
Add base files for containerisation
deadlycoconuts Feb 8, 2022
4281458
Make container use a multi-stage build that use a venv derived from a…
deadlycoconuts Feb 8, 2022
5162f5f
Rename preprocess method to make it appear private
deadlycoconuts Feb 8, 2022
096d277
Add gitignore file
deadlycoconuts Feb 8, 2022
686a3cc
Add test for preprocessing method for pyfunc_ensembler_runner
deadlycoconuts Feb 8, 2022
5f96038
Cleanup some testing configurations
deadlycoconuts Feb 8, 2022
0690e40
Rename test sample data to improve consistency in naming
deadlycoconuts Feb 8, 2022
1aa4803
Remove test request
deadlycoconuts Feb 8, 2022
472572a
Add additional tests for web service
deadlycoconuts Feb 11, 2022
2f0438d
Add files for containerisation
deadlycoconuts Feb 11, 2022
ddb43f4
Rename live-ensembler to real-time-ensembler
deadlycoconuts Feb 11, 2022
ea81728
Add github workflow for real-time-ensembler
deadlycoconuts Feb 11, 2022
854553e
Edit typo in workflow
deadlycoconuts Feb 11, 2022
78f58c5
Edit typo in readme file
deadlycoconuts Feb 11, 2022
06b769a
Add changes missed out by rebasing
deadlycoconuts Feb 11, 2022
8c2ec33
Edit typo in exception message
deadlycoconuts Feb 11, 2022
440ba05
Separate dockerfiles into a base and app file
deadlycoconuts Feb 11, 2022
b7381e7
Edit typo in dockerfile
deadlycoconuts Feb 15, 2022
0d7fe79
Rename real-time ensembler module and mentions to pyfunc-ensembler-se…
deadlycoconuts Feb 15, 2022
d5b9a40
Rename batch-ensembler module and mentions with pyfunc-ensembler-job
deadlycoconuts Feb 15, 2022
31c6f36
Rename remnants of ensemblers with old naming convention
deadlycoconuts Feb 15, 2022
ac5fcec
Add new pyfunc-ensembler-service engine to Turing CI
deadlycoconuts Feb 15, 2022
9a36f04
Replace vanilla debian image with its slim version
deadlycoconuts Feb 15, 2022
0324af1
Clean up dockerfiles to utilise env variables
deadlycoconuts Feb 15, 2022
48b4e30
Replace redundant run.sh script by running webservice from dockerfile
deadlycoconuts Feb 15, 2022
48074e0
Remove redundant entries in .gitignore
deadlycoconuts Feb 15, 2022
c8f9b8b
Rename batch ensembler to pyfunc-ensembler-job
deadlycoconuts Feb 15, 2022
1bce96a
Revamp pyfunc implementation to avoid dataframe manipulations for rea…
deadlycoconuts Feb 15, 2022
03ac53a
Remove redundant imports
deadlycoconuts Feb 15, 2022
4e9841a
Replace incorrect env variables in dockerfiles
deadlycoconuts Feb 16, 2022
9360625
Refactor pyfunc predict method to use helper methods dependent on inp…
deadlycoconuts Feb 16, 2022
57d956f
Rewrite help tags for arg parser
deadlycoconuts Feb 16, 2022
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Replace vanilla debian image with its slim version
  • Loading branch information
deadlycoconuts committed Feb 15, 2022
commit 9a36f04005e4bd0746f661759c03a10386b03be3
2 changes: 1 addition & 1 deletion engines/pyfunc-ensembler-service/app.Dockerfile
Original file line number Diff line number Diff line change
@@ -17,7 +17,7 @@ RUN conda-pack -n pyfunc-ensembler-service -o /tmp/env.tar && \

RUN /venv/bin/conda-unpack

FROM debian:latest
FROM debian:bullseye-slim

COPY --from=builder /ensembler ./ensembler
COPY --from=builder /pyfunc_ensembler_runner ./pyfunc_ensembler_runner