ajoubrel-ensae/BDC-team-1
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Changement nom et path

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This commit is contained in:
Antoine JOUBREL 2024-03-31 16:54:46 +00:00
parent 8e61e9d2a4
commit ad1e9034f7
3 changed files with 4 additions and 4 deletions
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0
0_5_Machine_Learning.py → 5_Modelling.py
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2
0_7_CA_segment.py → 7_Sales_Forecast.py
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@ -19,7 +19,7 @@ S3_ENDPOINT_URL = "https://" + os.environ["AWS_S3_ENDPOINT"]
fs = s3fs.S3FileSystem(client_kwargs={'endpoint_url': S3_ENDPOINT_URL}) fs = s3fs.S3FileSystem(client_kwargs={'endpoint_url': S3_ENDPOINT_URL})
# importation of functions defined # importation of functions defined
exec(open('utils_CA_segment.py').read()) exec(open('utils_sales_forecast.py').read())
# from utils_CA_segment import * # from utils_CA_segment import *
# define type of activity # define type of activity

6
utils_CA_segment.py → utils_sales_forecast.py
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@ -14,7 +14,7 @@ import io
def load_train_test(type_of_activity): def load_train_test(type_of_activity):
# BUCKET = f"projet-bdc2324-team1/Generalization/{type_of_activity}" # BUCKET = f"projet-bdc2324-team1/Generalization/{type_of_activity}"
BUCKET = f"projet-bdc2324-team1/Generalization_v2/{type_of_activity}" BUCKET = f"projet-bdc2324-team1/1_Temp/1_0_Modelling_Datasets/{type_of_activity}"
File_path_train = BUCKET + "/Train_set.csv" File_path_train = BUCKET + "/Train_set.csv"
File_path_test = BUCKET + "/Test_set.csv" File_path_test = BUCKET + "/Test_set.csv"
@ -53,7 +53,7 @@ def features_target_split(dataset_train, dataset_test):
def load_model(type_of_activity, model): def load_model(type_of_activity, model):
# BUCKET = f"projet-bdc2324-team1/Output_model/{type_of_activity}/{model}/" # BUCKET = f"projet-bdc2324-team1/Output_model/{type_of_activity}/{model}/"
BUCKET = f"projet-bdc2324-team1/basique/{type_of_activity}/{model}/" BUCKET = f"projet-bdc2324-team1/2_Output/2_1_Modeling_results/{type_of_activity}/{model}/"
filename = model + '.pkl' filename = model + '.pkl'
file_path = BUCKET + filename file_path = BUCKET + filename
with fs.open(file_path, mode="rb") as f: with fs.open(file_path, mode="rb") as f:
@ -241,7 +241,7 @@ def save_file_s3_ca(File_name, type_of_activity):
image_buffer = io.BytesIO() image_buffer = io.BytesIO()
plt.savefig(image_buffer, format='png') plt.savefig(image_buffer, format='png')
image_buffer.seek(0) image_buffer.seek(0)
PATH = f"projet-bdc2324-team1/Output_expected_CA/{type_of_activity}/" PATH = f"projet-bdc2324-team1/2_Output/2_2_Sales_Forecast/{type_of_activity}/"
FILE_PATH_OUT_S3 = PATH + File_name + type_of_activity + '.png' FILE_PATH_OUT_S3 = PATH + File_name + type_of_activity + '.png'
with fs.open(FILE_PATH_OUT_S3, 'wb') as s3_file: with fs.open(FILE_PATH_OUT_S3, 'wb') as s3_file:
s3_file.write(image_buffer.read()) s3_file.write(image_buffer.read())