+ zjb9 Rt^RIHt^RIHtHtHt^RIHtHt^RI H t H t H t ^RI HtHtHtHtHtHtHt^RIHtHt^RIHt^RIHt^R IHt^R IHt]!R ] 4t!]!R 4t"]!PGR R .R7]]!R^R .R7]PRR?44t<]!PGR>R.R7]PRR@44t=]!P}RA4RB4t?]!P}RC4RD4t@]!P}]A4RE4tBRF#)Gz # File: pyapi/app/routes/api.py # Description: API routes for the OTT Reports service, including caching, validation, and error handling )datetime) Blueprintjsonifyrequest) get_loggerperformance_log) validate_jsonvalidate_queryvalidate_multiple)ProphetTrainRequestProphetForecastRequestProphetPlotRequestProphetValidateRequestRegressionTrainRequestCollectionRiskScoreRequestSalesTargetPredictRequest) CacheServicecache_response)auth_middleware)ProphetController)ReportController)RegressionControllerapiz/healthGET)methods health_check)timeoutc RRR\\P!44R\P!4/p\ 4pVP 4p\VR4'dVP4VR&M\VR4'dVPVR&Mc\V\4'dJ\V4^8d:V^,p\VR4'dVP4VR&MRRR R /VR&MW R&\V4p^VnV# \dkp\ P#R \T4 24\RR R \T4R\\P!44/4pR TnTuRp?#Rp?ii;i)z+Health check endpoint with cache statisticsstatushealthy timestampcacheget_json databasesjsonunknownerrorz(Unable to parse database health responsezHealth check failed: unhealthyN)strrnowr get_statsrget_database_healthhasattrr"r$ isinstancetuplelenr status_code Exceptionloggerr&) health_datareport_controllerdb_health_response response_dataresponsees ;D:\Projects\python\client-ideal-oms_pyapi\app\routes\api.pyrr7sn + i X\\^, \++- -..BBD %z 2 2'9'B'B'DK $ ' 0 0'9'>'>K $ *E 2 2s;M7NRS7S.q1M}j11+8+A+A+C K(iG, K( (: $;'"  ,SVH56 {GSV[#hllnBU V  # sDD FAF<FFz/dataPOSTcT\Pp\RRRV/4p^VnV#)messagez Data createddata)rr$rr1)r>r8s r: create_datar?us2 <64@AHH Oz/data/c2\RVRR/4p^VnV#)z Endpoint to retrieve data by ID This is a placeholder for demonstration purposes. 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B8,AB3-B83B8z/reports/database/healthc6\4pVP4#)z"Database connectivity health check)rr, controllers r:get_reports_database_healthrTs"#J  ) ) ++r@z/prophet/trainc8\4pVPV4#)z!Train a Prophet forecasting model)r train_modelvalidated_jsonrSs& r:train_prophet_modelrYs #$J  ! !. 11r@z/prophet/forecast/c8\4pVPW4#)z/Generate forecast using a trained Prophet model)rgenerate_forecastmodel_idrXrSs&& r:generate_prophet_forecastr^ #$J  ' ' AAr@z/prophet/plot/c8\4pVPW4#)z2Generate forecast plot for a trained Prophet model)rget_forecast_plotr\s&& r:generate_prophet_plotrbr_r@z/prophet/models/c8\4pVPV4#)z-Get information about a trained Prophet model)rget_model_infor]rSs& r:get_prophet_model_inforfs#$J  $ $X ..r@z/prophet/modelsc6\4pVP4#)zList all trained Prophet models)r list_modelsrRs r:list_prophet_modelsris#$J  ! ! ##r@c8\4pVPV4#)zDelete a trained Prophet model)r delete_modelres& r:delete_prophet_modelrls#$J  " "8 ,,r@z/prophet/validatec8\4pVPV4#)z,Validate time series data format for Prophet)r validate_datarWs& r:validate_prophet_dataros #$J  # #N 33r@z/prophet/train/dbcv\4p\P!4;'g/pVPV4#)z2Train a Prophet model using data from OMS database)rrr"train_from_database)rSr>s r:train_prophet_from_databaserrs3#$J     # #D  ) )$ //r@z/prophet/tablesc6\4pVP4#)z1Get available OMS tables for time series analysis)rget_available_tablesrRs r:get_prophet_tablesrus#$J  * * ,,r@z#/prophet/tables//previewct\4p\PP4pVP W4#)z,Get preview of time series data from a table)rrargsto_dictget_data_preview) table_keyrSparamss& r:get_prophet_data_previewr|%s/#$J \\ ! ! #F  & &y 99r@z$/prophet/tables//validatec8\4pVPV4#)zValidate a table configuration)rvalidate_table_config)rzrSs& r:validate_prophet_tabler.s#$J  + +I 66r@z!/regression/train/collection-riskc8\4pVPV4#)z6Train XGBoost collection risk classifier for a company)rtrain_collection_riskrWs& r:train_collection_risk_modelr: &'J  + +N ;;r@z/regression/train/sales-targetc8\4pVPV4#)z=Train XGBoost sales target attainment regressor for a company)rtrain_sales_targetrWs& r:train_sales_target_modelrCs &'J  ( ( 88r@z!/regression/score/collection-riskc8\4pVPV4#)z+Score clients for payment delay probability)rscore_collection_riskrWs& r:rrLrr@z /regression/predict/sales-targetc8\4pVPV4#)u<Predict attainment % for district×product_head combinations)rpredict_sales_targetrWs& r:rrUs &'J  * *> ::r@z/regression/modelsc6\4pVP4#)z1List all trained regression/classification models)rrhrRs r:list_regression_modelsr^s&'J  ! ! ##r@z/regression/models/c8\4pVPV4#)z(Get info for a specific regression model)rrdres& r:get_regression_model_inforfs&'J  $ $X ..r@c8\4pVPV4#)zDelete a regression model)rrkres& r:delete_regression_modelrns&'J  " "8 ,,r@cz\PR\P 24\ RR/4pRVnV#)z404 error for path: r&zEndpoint not foundr)r3rNrpathrr1r&r8s& r: not_foundrvs7 NN)',,89!567HH Or@c\PR\P R\P 24\ RR/4pRVnV#)z405 error for  r&zMethod not allowedr)r3rNrmethodrrr1rs& r:method_not_allowedr~sA NN^GNN#31W\\NCD!567HH Or@ct\PR\V4 24\RRRR/4pRVnV#)zECatch any unhandled exceptions in API routes and ensure JSON responsezUnhandled API exception: r&zInternal server errorr=zAn unexpected error occurredr()r3r&r)rr1rs& r:handle_api_exceptionrsF LL,SZL9: , 5 H H Or@N)C__doc__rflaskrrrapp.utils.helpersrrapp.decorators.validationrr r app.schemas.request_schemasr r r rrrrapp.services.cache_servicerrapp.middleware.auth_middlewarer"app.controllers.prophet_controllerr!app.controllers.report_controllerr%app.controllers.regression_controllerr__name__api_bpr3routerr?rErHrLrequire_api_keyrPrTrYr^rbrfrirlrorrrur|rrrrrrrr errorhandlerrrr2rr@r:rs --9VVD:@>F 5( # E :i%)+-,*-` gx( ) #eW5 6 #hZ8 9 nug. /  nvh/  !0,(5':,;,1  "#2$!22 ,vh?  %&B'!@B (6(;  !"B#!<B *UG<  /!=/ %1  $!2$ *XJ?  -!@- !F84  %&4'!54!F84  0!50%1  -!2- 3eWE  :!F:4ugF  7!G71F8D  %&<'!E< .A  %&9'!B9 1F8D  )*<+!E< 06(C  ();*!D; "UG4  $!5$ -w?  /!@/ -zB  -!C- SSY   r@