/// <summary> /// Called when initializing worker. /// </summary> protected override void OnInitialize() { base.OnInitialize(); // Create ReflectInsight Object for Logging. ri = new ReflectInsight("TTSServicePOC.Service.Worker.TTSWorker"); try { #region Load in the parameters from the Worker configuration //CacheSize = int.Parse(Parameters("cacheSize", "200")); #endregion synthesizer = new SpeechSynthesizer(); voices = SpeechSynthesizer.AllVoices; ri.SendInformation("Starting TTSWorker ({0})", this.Name); } catch (Exception ex) { ri.SendException(ex); throw; } }
//--------------------------------------------------------------------- public String Process(String name, DateTime DOB, String SIN) { // assume we got these customer values from the identity object. Random rnd = new Random(); RIExtendedMessageProperty.AttachToRequest("Company Information", "ClientID", String.Format("{0:D4}", rnd.Next(10000))); RIExtendedMessageProperty.AttachToRequest("Company Information", "CompanyID", String.Format("{0:D5}", rnd.Next(100000))); ReflectInsight ri = RILogManager.Get("WebApi"); using (ri.TraceMethod(MethodBase.GetCurrentMethod(), true)) { try { ri.SendMsg("I'm somewhere inside the WebApi.Process method"); ri.SendNote("name: {0}", name); ri.SendNote("DOB: {0}", DOB); Business bus = new Business(); bus.ProcessRecord(name, DOB); ri.SendInformation("Just got back from calling the Business Layer"); return(Guid.NewGuid().ToString()); } catch (Exception ex) { ri.SendException(ex); throw; } } }
static void PrimeThread() { ReflectInsight ri = RILogManager.Default; using (ri.TraceMethod(MethodBase.GetCurrentMethod(), true)) { using (DataSet1 = new DataSet()) { DataSet1.ReadXml(String.Format(@"{0}Samples\dataset.xml", AppDomain.CurrentDomain.BaseDirectory), XmlReadMode.Auto); ri.SendMemoryStatus("Before thread launch memory status"); ri.SendLoadedAssemblies("Before thread launch loaded assemblies"); ri.SendLoadedProcesses("Before thread launch loaded processes"); ri.SendInformation("Preparing thread launch"); List <Thread> threadIds = new List <Thread>(); for (Int32 i = 0; i < 30; i++) { Thread t = new Thread(ThreadDemoBackorder); t.Start(i); threadIds.Add(t); Thread.Sleep(500 + (10 * i)); } ri.SendInformation("Waiting on threads to complete"); foreach (Thread t in threadIds) { t.Join(); } ri.AddSeparator(); MiscellaneousSample(); } ri.SendCheckmark("All threads completed successfully", Checkmark.Green); ri.SendMemoryStatus("After thread launch memory status"); ri.SendLoadedAssemblies("After thread launch loaded assemblies"); ri.SendLoadedProcesses("After thread launch loaded processes"); } }
//--------------------------------------------------------------------- public String Method1(String name, DateTime DOB, String SIN) { MethodBase mb = MethodBase.GetCurrentMethod(); ReflectInsight ri = RITraceManager.ActiveLogger; ri.AddCheckpoint(); ri.SendMsg("This is message one in: {0}", mb.Name); ri.SendNote("This is message two in: {0}", mb.Name); ri.SendInformation("SIN: {0}", SIN); Business bus = new Business(); bus.ProcessRecord(name, DOB); ri.SendDebug("This is message three in: {0}", mb.Name); ri.SendWarning("This is message four in: {0}", mb.Name); return(Guid.NewGuid().ToString()); }
static void RunSample() { ReflectInsight ri = new ReflectInsight(); while (true) { Console.WriteLine("Press any key to run test or press 'q' to quit..."); ConsoleKeyInfo k = Console.ReadKey(); if (k.KeyChar == 'q') { break; } ri.SendMsg("Message"); ri.SendDebug("Debug"); ri.SendTrace("Trace"); ri.SendInformation("Information"); ri.SendWarning("Warning"); ri.SendError("Error"); ri.SendFatal("Fatal"); ri.SendException("Exception", new Exception("Look at inner exception for more details", new Exception("Some major exception occurred"))); ri.Send(ReflectSoftware.Insight.Common.MessageType.SendError, "Error with details", "These are the details of this error"); ri.Send(ReflectSoftware.Insight.Common.MessageType.SendTrace, "Trace with details", "These are the details of this trace"); using (DataSet DataSet1 = new DataSet()) { DataSet1.ReadXml(String.Format(@"{0}Samples\dataset.xml", AppDomain.CurrentDomain.BaseDirectory), XmlReadMode.Auto); ri.SendDataTable("Data Table", DataSet1.Tables[3]); } ri.SendImage("Hello, World", String.Format(@"{0}Samples\earth.jpg", AppDomain.CurrentDomain.BaseDirectory)); ri.SendStream("Some Stream", String.Format(@"{0}Samples\Earth.jpg", AppDomain.CurrentDomain.BaseDirectory)); } }
//--------------------------------------------------------------------- public void ProcessRecord(String name, DateTime DOB) { ReflectInsight ri = RILogManager.Get("Business"); using (ri.TraceMethod(MethodBase.GetCurrentMethod(), true)) { try { ri.SendMsg("I'm somewhere inside the Business.ProcessRecord method"); ri.SendNote("name: {0}", name); ri.SendNote("DOB: {0}", DOB); DataAccess bus = new DataAccess(); bus.UpateRecord(name, DateTime.Now.Year - DOB.Year); ri.SendInformation("Just got back from calling the DataAccess Layer"); } catch (Exception ex) { ri.SendException(ex); throw; } } }
// MNIST accuracy tester public static void Run(double accuracyThreshold = .9979D) { MnistData mnistData = new MnistData(28); Real maxAccuracy = 0; //Number of middle layers const int N = 30; //It operates at 1000 similar to the reference link but it is slow at the CPU ReflectInsight ri = new ReflectInsight("Test21"); ri.Enabled = true; RILogManager.Add("Test21", "Test21"); RILogManager.SetDefault("Test21"); //FunctionStack nn = new FunctionStack("Test21", // new Linear(28 * 28, 1024, name: "l1 Linear"), // new Sigmoid(name: "l1 Sigmoid"), // new Linear(1024, 10, name: "l2 Linear") //); //nn.SetOptimizer(new MomentumSGD()); FunctionStack nn = new FunctionStack("Test7", new Linear(true, 28 * 28, N, name: "l1 Linear"), // L1 new BatchNormalization(true, N, name: "l1 BatchNorm"), new ReLU(name: "l1 ReLU"), new Linear(true, N, N, name: "l2 Linear"), // L2 new BatchNormalization(true, N, name: "l2 BatchNorm"), new ReLU(name: "l2 ReLU"), new Linear(true, N, N, name: "l3 Linear"), // L3 new BatchNormalization(true, N, name: "l3 BatchNorm"), new ReLU(name: "l3 ReLU"), new Linear(true, N, N, name: "l4 Linear"), // L4 new BatchNormalization(true, N, name: "l4 BatchNorm"), new ReLU(name: "l4 ReLU"), new Linear(true, N, N, name: "l5 Linear"), // L5 new BatchNormalization(true, N, name: "l5 BatchNorm"), new ReLU(name: "l5 ReLU"), new Linear(true, N, N, name: "l6 Linear"), // L6 new BatchNormalization(true, N, name: "l6 BatchNorm"), new ReLU(name: "l6 ReLU"), new Linear(true, N, N, name: "l7 Linear"), // L7 new BatchNormalization(true, N, name: "l7 BatchNorm"), new ReLU(name: "l7 ReLU"), new Linear(true, N, N, name: "l8 Linear"), // L8 new BatchNormalization(true, N, name: "l8 BatchNorm"), new ReLU(name: "l8 ReLU"), new Linear(true, N, N, name: "l9 Linear"), // L9 new BatchNormalization(true, N, name: "l9 BatchNorm"), new ReLU(name: "l9 ReLU"), new Linear(true, N, N, name: "l10 Linear"), // L10 new BatchNormalization(true, N, name: "l10 BatchNorm"), new ReLU(name: "l10 ReLU"), new Linear(true, N, N, name: "l11 Linear"), // L11 new BatchNormalization(true, N, name: "l11 BatchNorm"), new ReLU(name: "l11 ReLU"), new Linear(true, N, N, name: "l12 Linear"), // L12 new BatchNormalization(true, N, name: "l12 BatchNorm"), new ReLU(name: "l12 ReLU"), new Linear(true, N, N, name: "l13 Linear"), // L13 new BatchNormalization(true, N, name: "l13 BatchNorm"), new ReLU(name: "l13 ReLU"), new Linear(true, N, N, name: "l14 Linear"), // L14 new BatchNormalization(true, N, name: "l14 BatchNorm"), new ReLU(name: "l14 ReLU"), new Linear(true, N, 10, name: "l15 Linear") // L15 ); // 0.0005 - 97.5, 0.001, 0.00146 double alpha = 0.001; double beta1 = 0.9D; double beta2 = 0.999D; double epsilon = 1e-8; nn.SetOptimizer(new Adam("Adam21", alpha, beta1, beta2, epsilon)); Stopwatch sw = new Stopwatch(); sw.Start(); for (int epoch = 0; epoch < 3; epoch++) { Real totalLoss = 0; long totalLossCount = 0; for (int i = 1; i < TRAIN_DATA_COUNT + 1; i++) { TestDataSet datasetX = mnistData.GetRandomXSet(BATCH_DATA_COUNT, 28, 28); Real sumLoss = Trainer.Train(nn, datasetX.Data, datasetX.Label, new SoftmaxCrossEntropy()); totalLoss = sumLoss; totalLossCount++; if (i % 20 == 0) { TestDataSet datasetY = mnistData.GetRandomYSet(TEST_DATA_COUNT, 28); Real accuracy = Trainer.Accuracy(nn, datasetY.Data, datasetY.Label, false); if (accuracy > maxAccuracy) { maxAccuracy = accuracy; } Passed = (accuracy >= accuracyThreshold); sw.Stop(); ri.ViewerSendWatch("Iteration", "epoch " + (epoch + 1) + " of 3, batch " + i + " of " + TRAIN_DATA_COUNT); ri.ViewerSendWatch("Max Accuracy", maxAccuracy * 100 + "%"); ri.ViewerSendWatch("Current Accuracy", accuracy * 100 + "%"); ri.ViewerSendWatch("Total Loss ", totalLoss / totalLossCount); ri.ViewerSendWatch("Elapsed Time", Helpers.FormatTimeSpan(sw.Elapsed)); ri.ViewerSendWatch("Accuracy Threshold", Passed ? "Passed" : "Not Passed"); sw.Start(); } } sw.Stop(); ri.SendInformation("Total Processing Time: " + Helpers.FormatTimeSpan(sw.Elapsed)); } }
static void ThreadDemoBackorder(Object state) { // Attach Request Extended data Random rnd1 = new Random((Int32)DateTime.Now.Ticks + (Int32)state); String source = Sources[rnd1.Next(Sources.Length)]; RIExtendedMessageProperty.AttachToRequest("Company Information", "ClientID", String.Format("{0:D4}", rnd1.Next(10000))); RIExtendedMessageProperty.AttachToRequest("Company Information", "CompanyID", String.Format("{0:D5}", rnd1.Next(100000))); RIExtendedMessageProperty.AttachToRequest("Company Information", "Source", source); ReflectInsight ri = RILogManager.Get("Backorder"); using (ri.TraceMethod("Starting Backorder thread block")) { try { ri.SendThreadInformation(); Thread.Sleep(500); Int32 poNumber = rnd1.Next(100000); using (ri.TraceMethod("Initiating purchase order: {0}", String.Format("{0:D5}", poNumber))) { ri.SendDataSet("Customer order information loaded", DataSet1); Thread.Sleep(500); using (ri.TraceMethod("Validate Customer")) { ri.SendCheckmark("Customer certificate validation successfully", Checkmark.Green); ri.SendCheckmark("Customer threshold is within fair standings", Checkmark.Yellow); Thread.Sleep(500); using (ri.TraceMethod("Validate Customer Backorders")) { ri.SendInformation("Backorders detected: {0}", rnd1.Next(20)); ri.SendMsg("Processing {0} records", rnd1.Next(21, 200)); } using (ri.TraceMethod("Preparing source configuration data for state: '{0}'", source)) { ri.SendMsg("Reading source configuration data"); if (source == "Georgia") { ri.SendError("Unable to retrieve source data for state: '{0}'. Source data is either missing or isn't properly configured.", source); Thread.Sleep(1000); ri.SendXMLFile("See failed configuration", String.Format(@"{0}Samples\state_config.xml", AppDomain.CurrentDomain.BaseDirectory)); // show dummy configuration file using (ri.TraceMethod("Requeuing order: {0}", poNumber)) { ri.SendMsg("Recoil start indicators"); ri.SendTimestamp("Requeued Timestamp"); } return; } Thread.Sleep(500); ri.SendCheckmark("Source configuration data was successfully loaded", Checkmark.Green); } } using (ri.TraceMethod("Processing order: {0}", poNumber)) { try { if (source == "Minnesota") { ri.SendError("item 3 'Quantity' value exceeds customer's threshold limit of 20, for PartNumber: '872-AX'"); ri.SendWarning("Order: {0} was not processed due to exceeding threshold limit: 'Quantity'", poNumber); Thread.Sleep(1000); ri.SendXMLFile(String.Format("See failed order: {0}", poNumber), String.Format(@"{0}Samples\purchase_order.xml", AppDomain.CurrentDomain.BaseDirectory)); Thread.Sleep(100); using (ri.TraceMethod("Prepare CRM failed compensation report workflow")) { ri.SendMsg("Establish CRM connection"); Thread.Sleep(100); ri.SendCheckmark("CRM connection successfully establised", Checkmark.Green); Thread.Sleep(100); using (ri.TraceMethod("Insert CRM failed compensation report")) { ri.SendMsg("Insert compensation"); ri.SendMsg("Insert item status"); ri.SendMsg("CRM record id: {0}", rnd1.Next(10000, 100000)); ri.SendTimestamp("CRM Timestamp"); } } return; } ri.SendCheckmark(String.Format("Successfully processed {0} order items", rnd1.Next(1, 50)), Checkmark.Green); ri.SendMsg("Preparing reciept"); ri.SendMsg("Preparing client processed notification"); ri.SendMsg("Preparing dispatch record"); Thread.Sleep(500); using (ri.TraceMethod("Prepare CRM reciept workflow")) { ri.SendMsg("Establish CRM connection"); Thread.Sleep(100); if (source == "Michigan") { SecurityException e1 = new SecurityException("Account is disabled. Please contact IT Support."); ri.SendException(new Exception("Unable to connect to client's CRM system. Please see inner exception for more details", e1)); return; } Thread.Sleep(500); ri.SendCheckmark("CRM connection successfully establised", Checkmark.Green); using (ri.TraceMethod("Insert CRM order process completion")) { ri.SendMsg("Insert reciept"); ri.SendMsg("Insert dispatch record"); ri.SendMsg("CRM record id: {0}", rnd1.Next(10000, 100000)); ri.SendTimestamp("CRM Timestamp"); } } ri.SendCheckmark(String.Format("Order: {0} was successfully processed", poNumber), Checkmark.Green); } catch (Exception) { using (ri.TraceMethod("Reverting order: {0} due to fatal error.", poNumber)) { ri.SendCheckmark("Order successfuly reverted", Checkmark.Green); using (ri.TraceMethod("Requeuing order: {0}", poNumber)) { ri.SendMsg("Recoil start indicators"); ri.SendTimestamp("Requeued Timestamp"); } } throw; } } } } catch (Exception ex) { ri.SendException(ex); } } }