{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.13","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[{"sourceId":50160,"databundleVersionId":7921029,"sourceType":"competition"}],"dockerImageVersionId":30673,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"import json","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2024-03-28T13:56:55.320425Z","iopub.execute_input":"2024-03-28T13:56:55.320841Z","iopub.status.idle":"2024-03-28T13:56:55.363263Z","shell.execute_reply.started":"2024-03-28T13:56:55.320808Z","shell.execute_reply":"2024-03-28T13:56:55.362090Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"file_train = {'applprev_1': ['train_applprev_1_1.parquet', 'train_applprev_1_0.parquet'],\n 'applprev_2': ['train_applprev_2.parquet'],\n 'credit_bureau_a_1': ['train_credit_bureau_a_1_3.parquet',\n  'train_credit_bureau_a_1_2.parquet',\n  'train_credit_bureau_a_1_0.parquet',\n  'train_credit_bureau_a_1_1.parquet'],\n 'credit_bureau_a_2': ['train_credit_bureau_a_2_6.parquet',\n  'train_credit_bureau_a_2_1.parquet',\n  'train_credit_bureau_a_2_0.parquet',\n  'train_credit_bureau_a_2_7.parquet',\n  'train_credit_bureau_a_2_5.parquet',\n  'train_credit_bureau_a_2_2.parquet',\n  'train_credit_bureau_a_2_4.parquet',\n  'train_credit_bureau_a_2_9.parquet',\n  'train_credit_bureau_a_2_3.parquet',\n  'train_credit_bureau_a_2_10.parquet',\n  'train_credit_bureau_a_2_8.parquet'],\n 'credit_bureau_b_2': ['train_credit_bureau_b_2.parquet'],\n 'credit_bureau_b_1': ['train_credit_bureau_b_1.parquet'],\n 'debitcard_1': ['train_debitcard_1.parquet'],\n 'deposit_1': ['train_deposit_1.parquet'],\n 'person_1': ['train_person_1.parquet'],\n 'person_2': ['train_person_2.parquet'],\n 'static_0': ['train_static_0_0.parquet', 'train_static_0_1.parquet'],\n 'static_cb': ['train_static_cb_0.parquet'],\n 'tax_registry_c': ['train_tax_registry_c_1.parquet'],\n 'tax_registry_a': ['train_tax_registry_a_1.parquet'],\n 'tax_registry_b': ['train_tax_registry_b_1.parquet'],\n 'other': ['train_other_1.parquet']}","metadata":{"execution":{"iopub.status.busy":"2024-03-28T13:56:55.436926Z","iopub.execute_input":"2024-03-28T13:56:55.437290Z","iopub.status.idle":"2024-03-28T13:56:55.446762Z","shell.execute_reply.started":"2024-03-28T13:56:55.437263Z","shell.execute_reply":"2024-03-28T13:56:55.445388Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"file_test = {'applprev_1': ['test_applprev_1_2.parquet',\n  'test_applprev_1_0.parquet',\n  'test_applprev_1_1.parquet'],\n 'applprev_2': ['test_applprev_2.parquet'],\n 'credit_bureau_a_1': ['test_credit_bureau_a_1_3.parquet',\n  'test_credit_bureau_a_1_2.parquet',\n  'test_credit_bureau_a_1_1.parquet',\n  'test_credit_bureau_a_1_4.parquet',\n  'test_credit_bureau_a_1_0.parquet'],\n 'credit_bureau_a_2': ['test_credit_bureau_a_2_3.parquet',\n  'test_credit_bureau_a_2_9.parquet',\n  'test_credit_bureau_a_2_2.parquet',\n  'test_credit_bureau_a_2_11.parquet',\n  'test_credit_bureau_a_2_1.parquet',\n  'test_credit_bureau_a_2_6.parquet',\n  'test_credit_bureau_a_2_5.parquet',\n  'test_credit_bureau_a_2_0.parquet',\n  'test_credit_bureau_a_2_7.parquet',\n  'test_credit_bureau_a_2_10.parquet',\n  'test_credit_bureau_a_2_8.parquet',\n  'test_credit_bureau_a_2_4.parquet'],\n 'credit_bureau_b_1': ['test_credit_bureau_b_1.parquet'],\n 'credit_bureau_b_2': ['test_credit_bureau_b_2.parquet'],\n 'debitcard_1': ['test_debitcard_1.parquet'],\n 'deposit_1': ['test_deposit_1.parquet'],\n 'person_1': ['test_person_1.parquet'],\n 'person_2': ['test_person_2.parquet'],          \n 'static_0': ['test_static_0_0.parquet',\n  'test_static_0_2.parquet',\n  'test_static_0_1.parquet'],\n 'static_cb': ['test_static_cb_0.parquet'],\n 'tax_registry_c': ['test_tax_registry_c_1.parquet'],\n 'tax_registry_a': ['test_tax_registry_a_1.parquet'],\n 'tax_registry_b': ['test_tax_registry_b_1.parquet'],\n 'other': ['test_other_1.parquet']}","metadata":{"execution":{"iopub.status.busy":"2024-03-28T13:56:55.631390Z","iopub.execute_input":"2024-03-28T13:56:55.632226Z","iopub.status.idle":"2024-03-28T13:56:55.642124Z","shell.execute_reply.started":"2024-03-28T13:56:55.632171Z","shell.execute_reply":"2024-03-28T13:56:55.640667Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"file_depth = {}\nfile_depth[\"credit_bureau_a_1\"] = 1\nfile_depth[\"credit_bureau_a_2\"] = 2\nfile_depth[\"credit_bureau_b_1\"] = 1\nfile_depth[\"credit_bureau_b_2\"] = 2\nfile_depth[\"applprev_1\"] = 1\nfile_depth[\"applprev_2\"] = 2\nfile_depth[\"debitcard_1\"] = 1\nfile_depth[\"deposit_1\"] = 1\nfile_depth[\"person_1\"] = 1\nfile_depth[\"person_2\"] = 2\nfile_depth[\"static_0\"] = 0\nfile_depth[\"static_cb\"] = 0\nfile_depth[\"tax_registry_c\"] = 1\nfile_depth[\"tax_registry_a\"] = 1\nfile_depth[\"tax_registry_b\"] = 1\nfile_depth[\"other\"] = 1","metadata":{"execution":{"iopub.status.busy":"2024-03-28T13:56:55.805322Z","iopub.execute_input":"2024-03-28T13:56:55.805751Z","iopub.status.idle":"2024-03-28T13:56:55.814828Z","shell.execute_reply.started":"2024-03-28T13:56:55.805720Z","shell.execute_reply":"2024-03-28T13:56:55.813286Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"len(file_depth)","metadata":{"execution":{"iopub.status.busy":"2024-03-28T13:56:55.988952Z","iopub.execute_input":"2024-03-28T13:56:55.989340Z","iopub.status.idle":"2024-03-28T13:56:55.999125Z","shell.execute_reply.started":"2024-03-28T13:56:55.989303Z","shell.execute_reply":"2024-03-28T13:56:55.997643Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"len(file_test)","metadata":{"execution":{"iopub.status.busy":"2024-03-28T13:56:56.376609Z","iopub.execute_input":"2024-03-28T13:56:56.376998Z","iopub.status.idle":"2024-03-28T13:56:56.387346Z","shell.execute_reply.started":"2024-03-28T13:56:56.376970Z","shell.execute_reply":"2024-03-28T13:56:56.385188Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"len(file_train)","metadata":{"execution":{"iopub.status.busy":"2024-03-28T13:56:56.608979Z","iopub.execute_input":"2024-03-28T13:56:56.609408Z","iopub.status.idle":"2024-03-28T13:56:56.617270Z","shell.execute_reply.started":"2024-03-28T13:56:56.609376Z","shell.execute_reply":"2024-03-28T13:56:56.615822Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def write_json(data_json, file1):\n    fname_json = file1 + \".json\"\n    with open(fname_json, 'w',  encoding='utf-8') as f:\n        json.dump(data_json, f)","metadata":{"execution":{"iopub.status.busy":"2024-03-28T13:56:57.542923Z","iopub.execute_input":"2024-03-28T13:56:57.543408Z","iopub.status.idle":"2024-03-28T13:56:57.550421Z","shell.execute_reply.started":"2024-03-28T13:56:57.543364Z","shell.execute_reply":"2024-03-28T13:56:57.549015Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"write_json(file_train, \"train_files_subcategory\")","metadata":{"execution":{"iopub.status.busy":"2024-03-28T13:56:57.993603Z","iopub.execute_input":"2024-03-28T13:56:57.994593Z","iopub.status.idle":"2024-03-28T13:56:58.000084Z","shell.execute_reply.started":"2024-03-28T13:56:57.994525Z","shell.execute_reply":"2024-03-28T13:56:57.998857Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"write_json(file_test, \"test_files_subcategory\")","metadata":{"execution":{"iopub.status.busy":"2024-03-28T13:56:58.690680Z","iopub.execute_input":"2024-03-28T13:56:58.691072Z","iopub.status.idle":"2024-03-28T13:56:58.696331Z","shell.execute_reply.started":"2024-03-28T13:56:58.691041Z","shell.execute_reply":"2024-03-28T13:56:58.695017Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"write_json(file_depth, \"files_depth\")","metadata":{"execution":{"iopub.status.busy":"2024-03-28T13:56:58.913710Z","iopub.execute_input":"2024-03-28T13:56:58.914102Z","iopub.status.idle":"2024-03-28T13:56:58.919700Z","shell.execute_reply.started":"2024-03-28T13:56:58.914071Z","shell.execute_reply":"2024-03-28T13:56:58.918311Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]}]}