sample-gist.py

gistfile1.py

"""
This module contains objects (mainly filepaths) to be used by other modules.
"""
import os
import datetime as dt

from pathlib import Path

os.chdir(os.path.dirname(os.path.abspath(__file__)))

fred_api_key = ''
now = dt.datetime.now()
month = now.strftime('%m')
year = now.year
sp500_precutoff_data = Path('data/raw/SP500_pre-cutoff_data.json')
data_primary = Path('data/raw/primary_dataset_v{}_{}_01.json'.format(year, month))
data_primary_most_recent = Path('data/raw/primary_dataset_most_recent.json')
data_secondary = Path('data/interim/secondary_dataset_v{}_{}_01.json'.format(year, month))
data_secondary_most_recent = Path('data/interim/secondary_dataset_most_recent.json')
data_final = Path('data/processed/final_dataset.json')
exploratory_plots = Path('reports/figures/exploratory.pdf')
test_results_plots = Path('reports/figures/test_results.pdf')
deployment_results_plots = Path('reports/figures/deployment_results.pdf')
cv_results = Path('models/model_metadata/cv_results.json')
cv_metadata = Path('models/model_metadata/cv_metadata.json')
pred_model_metadata = Path('models/model_metadata/pred_metadata.json')
prediction_errors = Path('models/model_metadata/prediction_errors.json')
full_predictions = Path('models/model_metadata/full_predictions.json')
knn_test_results = Path('models/testing_data/knn_test_results.json')
elastic_net_test_results = Path('models/testing_data/elastic_net_test_results.json')
naive_bayes_test_results = Path('models/testing_data/naive_bayes_test_results.json')
svm_test_results = Path('models/testing_data/svm_test_results.json')
gauss_test_results = Path('models/testing_data/gauss_test_results.json')
xgboost_test_results = Path('models/testing_data/xgboost_test_results.json')
weighted_average_test_results = Path('models/testing_data/weighted_average_test_results.json')
deployment_cv_results = Path('models/model_metadata/deployment_cv_results.json')
deployment_cv_metadata = Path('models/model_metadata/deployment_cv_metadata.json')
deployment_pred_model_metadata = Path('models/model_metadata/deployment_pred_metadata.json')
deployment_full_predictions = Path('models/model_metadata/deployment_full_predictions.json')
deployment_svm_test_results = Path('models/testing_data/deployment_svm_test_results.json')
deployment_chart_data = Path('reports/deployment_chart.csv')