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[DOC]: dfp-models in training-tuning-scripts does not have an environment.yml or requirements.txt #1226

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nyck33 opened this issue Sep 28, 2023 · 1 comment · Fixed by #1256
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doc Improvements or additions to documentation external This issue was filed by someone outside of the Morpheus team Needs Triage Need team to review and classify

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@nyck33
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nyck33 commented Sep 28, 2023

How would you describe the priority of this documentation request

medium

Describe the future/missing documentation

https://github.com/nv-morpheus/Morpheus/tree/branch-23.11/models/training-tuning-scripts/dfp-models

The other folders like fraud-detection-models does have one as do the other folders

And I look at the first cell:

import os
import glob

import dill
import matplotlib.pyplot as plt
import numpy as np
import pandas as pd
from sklearn.metrics import confusion_matrix
from sklearn.metrics import f1_score
import torch

from morpheus.models.dfencoder import AutoEncoder
from morpheus.utils.seed import manual_seed

I have the dev container launched in VSCode and tried to run that first cell with the default morpheus environnment that is activated but of course I frist get module dill not found. Then doing conda list I don't see torch nor sklearn.

Then looking down further in that hammah-20211017.ipynb , I see a cell

# uncomment to train on other "role-g" instead of "user123"

# TRAINING_DATA_PATH = "../datasets/training-data/hammah-role-g-training-data.csv"
# VAL_DATA_PATH = "../datasets/validation-data/hammah-role-g-validation-data.csv"
# OUTPUT_MODEL_NAME = "hammah-role-g-20211017.pkl

I've run the script that downloads all the models and examples but don't see any role-g files at all so please advise.

Where have you looked?

See above.

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@nyck33 nyck33 added the doc Improvements or additions to documentation label Sep 28, 2023
@jarmak-nv jarmak-nv added Needs Triage Need team to review and classify external This issue was filed by someone outside of the Morpheus team labels Sep 28, 2023
@jarmak-nv
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Hi @nyck33!

Thanks for submitting this issue - our team has been notified and we'll get back to you as soon as we can!
In the mean time, feel free to add any relevant information to this issue.

@efajardo-nv efajardo-nv self-assigned this Oct 10, 2023
rapids-bot bot pushed a commit that referenced this issue Oct 13, 2023
- Replace `requirements.txt`files (pip) with `requirements.yml` (conda environment).
- Update dependency versions.

Closes #1226
Closes #1227

## By Submitting this PR I confirm:
- I am familiar with the [Contributing Guidelines](https://github.com/nv-morpheus/Morpheus/blob/main/docs/source/developer_guide/contributing.md).
- When the PR is ready for review, new or existing tests cover these changes.
- When the PR is ready for review, the documentation is up to date with these changes.

Authors:
  - Eli Fajardo (https://github.com/efajardo-nv)

Approvers:
  - Michael Demoret (https://github.com/mdemoret-nv)

URL: #1256
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