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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) |
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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 |
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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) |
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``` | |
| datetime | city | temperature | | |
|---------------------|-------|-------------| | |
| 1996-07-01 02:00:00 | paris | 15.0 | | |
| | | | | |
| | | | | |
``` |
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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 |
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const exec = require('child_process').exec; | |
class CheckGitBranchBeforeDeploy { | |
constructor (serverless, options) { | |
this.commands = { | |
deploy: { | |
lifecycleEvents: [ | |
'resources', | |
] |
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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 |
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stages: | |
download_dataset: ... | |
split_dataset: | |
cmd: python scripts/split_dataset.py | |
deps: | |
- scripts/split_dataset.py | |
- data/raw | |
outs: | |
- data/dataset/train |
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stages: | |
download_dataset: ... | |
split_dataset: ... | |
train: | |
cmd: python scripts/train.py | |
deps: | |
- scripts/train.py | |
- data/dataset/train | |
- data/dataset/val |