AntoineToubhans

def _log(message):
    print('[SimpleTimeTracker] {function_name} {total_time:.3f}'.format(**message))

@simple_time_tracker(_log)
def load():
    df = pd.read_csv('/home/toubi/Works/sicara/h3/HyperCube/App/Demo/Demo/Titanic.csv', delimiter=';')
    
    return df

@simple_time_tracker(_log)

AntoineToubhans

import time
from functools import wraps

_total_time_call_stack = [0]
    
def better_time_tracker(log_fun):
    def _better_time_tracker(fn):
        @wraps(fn)
        def wrapped_fn(*args, **kwargs):
            global _total_time_call_stack

AntoineToubhans

def _log(message):
    print('[BetterTimeTracker] {function_name} {total_time:.3f} {partial_time:.3f}'.format(**message))

@better_time_tracker(_log)
def load():
    df = pd.read_csv('/home/toubi/Works/sicara/h3/HyperCube/App/Demo/Demo/Titanic.csv', delimiter=';')
    
    return df

@better_time_tracker(_log)

AntoineToubhans

AntoineToubhans

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

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

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


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

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

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: ...
  split_dataset: ...

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