Code

Create ensembler web service#165

Code

Merged

deadlycoconuts merged 44 commits intocaraml-dev:maincaraml-dev/turing:mainfrom deadlycoconuts:create_ensembler_web_servicedeadlycoconuts/turing:create_ensembler_web_serviceCopy head branch name to clipboardFeb 16, 2022

+763-34

Commits

Commits on Feb 15, 2022

• Add skeleton class for pyfunc ensembler

  deadlycoconuts

  committed
  4c50590

• Refactor ensembler class in pyfunc to accept both batch and live requests

  deadlycoconuts

  committed
  9cd9384

• Add supporting classes for live pyfunc ensembler

  deadlycoconuts

  committed
  97d97bd

• Add preprocessing methods for live ensembler

  deadlycoconuts

  committed
  c39a7ac

• Update PyFunc ensembler in SDK to utilise returned treatment_config

  deadlycoconuts

  committed
  77331ff

• Modify predict method in SDK PyFunc to allow backward compatibility with current batch ensemblers

  deadlycoconuts

  committed
  3cab352

• Set output from prediction to be a list-like object

  deadlycoconuts

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  c863c08

• Remove redundant header names for features in PyFunc

  deadlycoconuts

  committed
  dbaf6e1

• Rename PyFuncEnsembler to PyFuncEnsemblerRunner to remove overloaded classname

  deadlycoconuts

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  062d55e

• Rename references to renamed PyFuncEnsemblerRunner

  deadlycoconuts

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  0e296b1

• Add docstrings to various methods

  deadlycoconuts

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  b0fca59

• Add README template

  deadlycoconuts

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  9cec5da

• Add base files for containerisation

  deadlycoconuts

  committed
  2cf245e

• Make container use a multi-stage build that use a venv derived from a conda env

  deadlycoconuts

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  4281458

• Rename preprocess method to make it appear private

  deadlycoconuts

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  5162f5f

• Add gitignore file

  deadlycoconuts

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  096d277

• Add test for preprocessing method for pyfunc_ensembler_runner

  deadlycoconuts

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  686a3cc

• Cleanup some testing configurations

  deadlycoconuts

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  5f96038

• Rename test sample data to improve consistency in naming

  deadlycoconuts

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  0690e40

• Remove test request

  deadlycoconuts

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  1aa4803

• Add additional tests for web service

  deadlycoconuts

  committed
  472572a

• Add files for containerisation

  deadlycoconuts

  committed
  2f0438d

• Rename live-ensembler to real-time-ensembler

  deadlycoconuts

  committed
  ddb43f4

• Add github workflow for real-time-ensembler

  deadlycoconuts

  committed
  ea81728

• Edit typo in workflow

  deadlycoconuts

  committed
  854553e

• Edit typo in readme file

  deadlycoconuts

  committed
  78f58c5

• Add changes missed out by rebasing

  deadlycoconuts

  committed
  06b769a

• Edit typo in exception message

  deadlycoconuts

  committed
  8c2ec33

• Separate dockerfiles into a base and app file

  deadlycoconuts

  committed
  440ba05

• Edit typo in dockerfile

  deadlycoconuts

  committed
  b7381e7

• Rename real-time ensembler module and mentions to pyfunc-ensembler-service

  deadlycoconuts

  committed
  0d7fe79

• Rename batch-ensembler module and mentions with pyfunc-ensembler-job

  deadlycoconuts

  committed
  d5b9a40

• Rename remnants of ensemblers with old naming convention

  deadlycoconuts

  committed
  31c6f36

• Add new pyfunc-ensembler-service engine to Turing CI

  deadlycoconuts

  committed
  ac5fcec

• Replace vanilla debian image with its slim version

  deadlycoconuts

  committed
  9a36f04

• Clean up dockerfiles to utilise env variables

  deadlycoconuts

  committed
  0324af1

• Replace redundant run.sh script by running webservice from dockerfile

  deadlycoconuts

  committed
  48b4e30

• Remove redundant entries in .gitignore

  deadlycoconuts

  committed
  48074e0

• Rename batch ensembler to pyfunc-ensembler-job

  deadlycoconuts

  committed
  c8f9b8b

• Revamp pyfunc implementation to avoid dataframe manipulations for real-time ensembling

  deadlycoconuts

  committed
  1bce96a

• Remove redundant imports

  deadlycoconuts

  committed
  03ac53a

Commits on Feb 16, 2022

• Replace incorrect env variables in dockerfiles

  deadlycoconuts

  committed
  4e9841a

• Refactor pyfunc predict method to use helper methods dependent on input type

  deadlycoconuts

  committed
  9360625

• Rewrite help tags for arg parser

  deadlycoconuts

  committed
  57d956f