AntoineToubhans

import streamlit as st

selected_commit = st.selectbox(
    "Choose your commit",
    [commit for commit in MODELS_COMMITS],
    format_func=lambda commit: f"{commit.hexsha[:6]} - {commit.message} - {commit.committed_datetime}",
)

st.write("Selected Commit", selected_commit)

AntoineToubhans

import git

REPO = git.Repo(".")
MODELS_COMMITS = list(REPO.iter_commits(paths="dvc.lock"))

AntoineToubhans

stages:
  download_dataset: ...
  split_dataset: ...
  train: ...

  evaluate:
    cmd: python scripts/evaluate.py
    deps:
      - scripts/evaluate.py
      - data/dataset/test

AntoineToubhans

stages:
  download_dataset: ...
  split_dataset: ...
  train: ...

  evaluate:
    cmd: python scripts/evaluate.py
    deps:
      - scripts/evaluate.py
      - data/dataset/test

AntoineToubhans

stages:
  download_dataset: ...
  split_dataset: ...

  train:
    cmd: python scripts/train.py
    deps:
      - scripts/train.py
      - data/dataset/train
      - data/dataset/val

AntoineToubhans

stages:
  download_dataset: ...

  split_dataset:
    cmd: python scripts/split_dataset.py
    deps:
      - scripts/split_dataset.py
      - data/raw
    outs:
      - data/dataset/train

AntoineToubhans

stages:
  download_dataset:
    cmd: (
        wget https://storage.googleapis.com/mledu-datasets/cats_and_dogs_filtered.zip
        -O cats_and_dogs_filtered.zip &&
        unzip cats_and_dogs_filtered.zip -d data/raw &&
        rm cats_and_dogs_filtered.zip
      )
    outs:
      - data/raw

AntoineToubhans

const exec = require('child_process').exec;


class CheckGitBranchBeforeDeploy {
  constructor (serverless, options) {
    this.commands = {
      deploy: {
        lifecycleEvents: [
          'resources',
        ]

AntoineToubhans

import mongots
from datetime import datetime
from csv import DictReader

temperature_collection = mongots.MongoTSClient().ClimaticDataDb.temperatures

with open('./weather_data.csv') as file:
    reader = DictReader(file, delimiter=';')

    failed = 0

AntoineToubhans

```
| datetime            | city  | temperature |
|---------------------|-------|-------------|
| 1996-07-01 02:00:00 | paris | 15.0        |
|                     |       |             |
|                     |       |             |
```