//******************************************************************************************************
// Writer.cs - Gbtc
//
// Copyright © 2010, Grid Protection Alliance. All Rights Reserved.
//
// Licensed to the Grid Protection Alliance (GPA) under one or more contributor license agreements. See
// the NOTICE file distributed with this work for additional information regarding copyright ownership.
// The GPA licenses this file to you under the MIT License (MIT), the "License"; you may
// not use this file except in compliance with the License. You may obtain a copy of the License at:
//
// http://www.opensource.org/licenses/MIT
//
// Unless agreed to in writing, the subject software distributed under the License is distributed on an
// "AS-IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. Refer to the
// License for the specific language governing permissions and limitations.
//
// Code Modification History:
// ----------------------------------------------------------------------------------------------------
// 06/19/2013 - J. Ritchie Carroll
// Generated original version of source code.
//
//******************************************************************************************************
using System;
using System.Collections.Generic;
using System.Globalization;
using System.IO;
using System.Linq;
using System.Text;
using GSF.Units.EE;
namespace GSF.COMTRADE
{
///
/// COMTRADE data and config file writer.
///
public static class Writer
{
///
/// Creates a new COMTRADE configuration .
///
/// Schema records.
/// Station name for the schema.
/// Device ID for the schema.
/// Data start time.
/// Total data samples (i.e., total number of rows).
/// Target schema version - defaults to 1999.
/// Determines the data file type for the schema.
/// Time factor to use in schema - defaults to 1000.
/// Desired sampling rate - defaults to 33.3333Hz.
/// Nominal frequency - defaults to 60Hz.
/// Determines if the FRACSEC word digital definitions should be included - defaults to true.
/// New COMTRADE configuration .
///
///
/// This function is primarily intended to create a configuration based on synchrophasor data
/// (see Annex H: Schema for Phasor Data 2150 Using the COMTRADE File Standard in IEEE C37.111-2010),
/// it may be necessary to manually create a schema object for other COMTRADE needs. You can call
/// the property to return a string that can be written to a file
/// that will be the contents of the configuration file.
///
///
/// Linear scaling factors for analog channels, i.e., adders and multipliers, will be set to reasonable
/// values based on the channel type. These should be adjusted as needed based on actual channel value
/// ranges. Note that for the multiplier will be 1.0 and the adder
/// will be 0.0 for all analog values.
///
///
public static Schema CreateSchema(IEnumerable metadata, string stationName, string deviceID, Ticks dataStartTime, int sampleCount, int version = 1999, FileType fileType = FileType.Binary, double timeFactor = 1.0D, double samplingRate = 30.0D, double nominalFrequency = 60.0D, bool includeFracSecDefinition = true)
{
Schema schema = new Schema
{
StationName = stationName,
DeviceID = deviceID,
Version = version
};
SampleRate samplingFrequency = new SampleRate
{
Rate = samplingRate,
EndSample = sampleCount
};
schema.SampleRates = new[] { samplingFrequency };
Timestamp startTime;
startTime.Value = dataStartTime;
schema.StartTime = startTime;
schema.TriggerTime = startTime;
schema.FileType = fileType;
schema.TimeFactor = timeFactor;
List analogChannels = new List();
List digitalChannels = new List();
bool targetFloatingPoint = fileType == FileType.Float32;
int analogIndex = 1;
int digitalIndex = 1;
if (includeFracSecDefinition)
{
// Add default time quality digitals for IEEE C37.118 FRACSEC word. Note that these flags, as
// defined in Annex H of the IEEE C37.111-2010 standard, assume full export was all from one
// source device. This a poor assumption since data can be exported from historical data for any
// number of points which could have come from any number of devices all with different FRACSEC
// values. Regardless there is only one FRACSEC definition defined and, if included, it must
// come as the first set of digitals in the COMTRADE configuration.
for (int i = 0; i < 4; i++)
{
digitalChannels.Add(new DigitalChannel(schema.Version)
{
Index = digitalIndex,
Name = "TQ_CNT" + i,
PhaseID = "T" + digitalIndex++
});
}
digitalChannels.Add(new DigitalChannel(schema.Version)
{
Index = digitalIndex,
Name = "TQ_LSPND",
PhaseID = "T" + digitalIndex++
});
digitalChannels.Add(new DigitalChannel(schema.Version)
{
Index = digitalIndex,
Name = "TQ_LSOCC",
PhaseID = "T" + digitalIndex++
});
digitalChannels.Add(new DigitalChannel(schema.Version)
{
Index = digitalIndex,
Name = "TQ_LSDIR",
PhaseID = "T" + digitalIndex++
});
digitalChannels.Add(new DigitalChannel(schema.Version)
{
Index = digitalIndex,
Name = "RSV",
PhaseID = "T" + digitalIndex++
});
for (int i = 1; i < 9; i++)
{
digitalChannels.Add(new DigitalChannel(schema.Version)
{
Index = digitalIndex,
Name = "RESV" + i,
PhaseID = "T" + digitalIndex++
});
}
}
// Add meta data for selected points sorted analogs followed by status flags then digitals
foreach (ChannelMetadata record in metadata.OrderBy(m => m, ChannelMetadataSorter.Default))
{
if (record.IsDigital)
{
// Every synchrophasor digital is 16-bits
for (int i = 0; i < 16; i++)
{
digitalChannels.Add(new DigitalChannel(schema.Version)
{
Index = digitalIndex++,
Name = record.Name,
PhaseID = "B" + i.ToString("X")
});
}
}
else
{
switch (record.SignalType)
{
case SignalType.IPHM: // Current Magnitude
analogChannels.Add(new AnalogChannel(schema.Version, targetFloatingPoint)
{
Index = analogIndex++,
Name = record.Name,
Units = record.Units ?? "A",
PhaseID = "Pm",
CircuitComponent = record.CircuitComponent,
Multiplier = targetFloatingPoint ? 1.0D : AnalogChannel.DefaultCurrentMagnitudeMultiplier
});
break;
case SignalType.VPHM: // Voltage Magnitude
analogChannels.Add(new AnalogChannel(schema.Version, targetFloatingPoint)
{
Index = analogIndex++,
Name = record.Name,
Units = record.Units ?? "V",
PhaseID = "Pm",
CircuitComponent = record.CircuitComponent,
Multiplier = targetFloatingPoint ? 1.0D : AnalogChannel.DefaultVoltageMagnitudeMultiplier
});
break;
case SignalType.IPHA: // Current Phase Angle
case SignalType.VPHA: // Voltage Phase Angle
analogChannels.Add(new AnalogChannel(schema.Version, targetFloatingPoint)
{
Index = analogIndex++,
Name = record.Name,
Units = record.Units ?? "Rads",
PhaseID = "Pa",
CircuitComponent = record.CircuitComponent,
Multiplier = targetFloatingPoint ? 1.0D : AnalogChannel.DefaultPhaseAngleMultiplier
});
break;
case SignalType.FREQ: // Frequency
analogChannels.Add(new AnalogChannel(schema.Version, targetFloatingPoint)
{
Index = analogIndex++,
Name = record.Name,
Units = record.Units ?? "Hz",
PhaseID = "F",
CircuitComponent = record.CircuitComponent,
Adder = targetFloatingPoint ? 0.0D : nominalFrequency,
Multiplier = targetFloatingPoint ? 1.0D : AnalogChannel.DefaultFrequencyMultiplier
});
break;
case SignalType.DFDT: // Frequency Delta (dF/dt)
analogChannels.Add(new AnalogChannel(schema.Version, targetFloatingPoint)
{
Index = analogIndex++,
Name = record.Name,
Units = record.Units ?? "Hz/s",
PhaseID = "dF",
CircuitComponent = record.CircuitComponent,
Multiplier = targetFloatingPoint ? 1.0D : AnalogChannel.DefaultDfDtMultiplier
});
break;
case SignalType.FLAG: // Status flags
// Add synchrophasor status flag specific digitals
int statusIndex = 0;
for (int i = 1; i < 5; i++)
{
digitalChannels.Add(new DigitalChannel(schema.Version)
{
Index = digitalIndex++,
Name = record.Name + ":TRG" + i,
PhaseID = "S" + statusIndex++.ToString("X")
});
}
for (int i = 1; i < 3; i++)
{
digitalChannels.Add(new DigitalChannel(schema.Version)
{
Index = digitalIndex++,
Name = record.Name + ":UNLK" + i,
PhaseID = "S" + statusIndex++.ToString("X")
});
}
for (int i = 1; i < 5; i++)
{
digitalChannels.Add(new DigitalChannel(schema.Version)
{
Index = digitalIndex++,
Name = record.Name + ":SEC" + i,
PhaseID = "S" + statusIndex++.ToString("X")
});
}
digitalChannels.Add(new DigitalChannel(schema.Version)
{
Index = digitalIndex++,
Name = record.Name + ":CFGCH",
PhaseID = "S" + statusIndex++.ToString("X")
});
digitalChannels.Add(new DigitalChannel(schema.Version)
{
Index = digitalIndex++,
Name = record.Name + ":PMUTR",
PhaseID = "S" + statusIndex++.ToString("X")
});
digitalChannels.Add(new DigitalChannel(schema.Version)
{
Index = digitalIndex++,
Name = record.Name + ":SORT",
PhaseID = "S" + statusIndex++.ToString("X")
});
digitalChannels.Add(new DigitalChannel(schema.Version)
{
Index = digitalIndex++,
Name = record.Name + ":SYNC",
PhaseID = "S" + statusIndex++.ToString("X")
});
digitalChannels.Add(new DigitalChannel(schema.Version)
{
Index = digitalIndex++,
Name = record.Name + ":PMUERR",
PhaseID = "S" + statusIndex++.ToString("X")
});
digitalChannels.Add(new DigitalChannel(schema.Version)
{
Index = digitalIndex++,
Name = record.Name + ":DTVLD",
PhaseID = "S" + statusIndex.ToString("X")
});
break;
default: // All other signals assumed to be analog values
analogChannels.Add(new AnalogChannel(schema.Version, targetFloatingPoint)
{
Index = analogIndex++,
Name = record.Name,
PhaseID = "",
Units = record.Units,
CircuitComponent = record.CircuitComponent,
Multiplier = targetFloatingPoint ? 1.0D : AnalogChannel.DefaultAnalogMultipler
});
break;
}
}
}
schema.AnalogChannels = analogChannels.ToArray();
schema.DigitalChannels = digitalChannels.ToArray();
schema.NominalFrequency = nominalFrequency;
return schema;
}
///
/// Creates a new COMTRADE configuration .
///
/// Schema records.
/// Station name for the schema.
/// Device ID for the schema.
/// Data start time.
/// Total data samples (i.e., total number of rows).
/// Determines if data file should be binary or ASCII - defaults to true for binary.
/// Time factor to use in schema - defaults to 1000.
/// Desired sampling rate - defaults to 33.3333Hz.
/// Nominal frequency - defaults to 60Hz.
/// Determines if the FRACSEC word digital definitions should be included - defaults to true.
/// New COMTRADE configuration .
///
/// This function is primarily intended to create a configuration based on synchrophasor data
/// (see Annex H: Schema for Phasor Data 2150 Using the COMTRADE File Standard in IEEE C37.111-2010),
/// it may be necessary to manually create a schema object for other COMTRADE needs. You can call
/// the property to return a string that can be written to a file
/// that will be the contents of the configuration file.
///
[Obsolete("Switch to constructor overload that specifies a schema version and enumeration value to use for file type - this constructor may be removed from future builds", false)]
public static Schema CreateSchema(IEnumerable metadata, string stationName, string deviceID, Ticks dataStartTime, int sampleCount, bool isBinary = true, double timeFactor = 1.0D, double samplingRate = 30.0D, double nominalFrequency = 60.0D, bool includeFracSecDefinition = true)
{
return CreateSchema(metadata, stationName, deviceID, dataStartTime, sampleCount, 1999, isBinary ? FileType.Binary : FileType.Ascii, timeFactor, samplingRate, nominalFrequency, includeFracSecDefinition);
}
///
/// Writes next COMTRADE record in ASCII format.
///
/// Destination stream.
/// Source schema.
/// Record timestamp (implicitly castable as ).
/// Values to write - 16-bit digitals should exist as a word in an individual double value, method will write out bits.
/// User incremented sample index.
/// Determines if FRACSEC value should be automatically injected into stream as first digital - defaults to true.
/// FRACSEC value to inject into output stream - defaults to 0x0000.
///
/// This function is primarily intended to write COMTRADE ASCII data records based on synchrophasor data
/// (see Annex H: Schema for Phasor Data 2150 Using the COMTRADE File Standard in IEEE C37.111-2010),
/// it may be necessary to manually write records for other COMTRADE needs (e.g., non 16-bit digitals).
///
public static void WriteNextRecordAscii(StreamWriter output, Schema schema, Ticks timestamp, double[] values, uint sample, bool injectFracSecValue = true, ushort fracSecValue = 0x0000)
{
// Make timestamp relative to beginning of file
timestamp -= schema.StartTime.Value;
uint microseconds = (uint)(timestamp.ToMicroseconds() / schema.TimeFactor);
StringBuilder line = new StringBuilder();
bool isFirstDigital = true;
line.Append(sample);
line.Append(',');
line.Append(microseconds);
for (int i = 0; i < values.Length; i++)
{
double value = values[i];
if (i < schema.AnalogChannels.Length)
{
value -= schema.AnalogChannels[i].Adder;
value /= schema.AnalogChannels[i].Multiplier;
line.Append(',');
line.Append(value.ToString(CultureInfo.InvariantCulture));
}
else
{
if (isFirstDigital)
{
// Handle automatic injection of IEEE C37.118 FRACSEC digital value if requested
isFirstDigital = false;
if (injectFracSecValue)
{
for (int j = 0; j < 16; j++)
{
line.Append(',');
line.Append(fracSecValue.CheckBits(BitExtensions.BitVal(j)) ? 1 : 0);
}
}
}
ushort digitalWord = (ushort)value;
for (int j = 0; j < 16; j++)
{
line.Append(',');
line.Append(digitalWord.CheckBits(BitExtensions.BitVal(j)) ? 1 : 0);
}
}
}
// Make sure FRACSEC values are injected
if (isFirstDigital && injectFracSecValue)
{
for (int j = 0; j < 16; j++)
{
line.Append(',');
line.Append(fracSecValue.CheckBits(BitExtensions.BitVal(j)) ? 1 : 0);
}
}
output.WriteLine(line.ToString());
}
///
/// Writes next COMTRADE record in binary format.
///
/// Destination stream.
/// Source schema.
/// Record timestamp (implicitly castable as ).
/// Values to write - 16-bit digitals should exist as a word in an individual double value.
/// User incremented sample index.
/// Determines if FRACSEC value should be automatically injected into stream as first digital - defaults to true.
/// FRACSEC value to inject into output stream - defaults to 0x0000.
///
/// This function is primarily intended to write COMTRADE binary data records based on synchrophasor data
/// (see Annex H: Schema for Phasor Data 2150 Using the COMTRADE File Standard in IEEE C37.111-2010),
/// it may be necessary to manually write records for other COMTRADE needs (e.g., non 16-bit digitals).
///
public static void WriteNextRecordBinary(Stream output, Schema schema, Ticks timestamp, double[] values, uint sample, bool injectFracSecValue = true, ushort fracSecValue = 0x0000)
{
// Make timestamp relative to beginning of file
timestamp -= schema.StartTime.Value;
uint microseconds = (uint)(timestamp.ToMicroseconds() / schema.TimeFactor);
bool isFirstDigital = true;
output.Write(LittleEndian.GetBytes(sample), 0, 4);
output.Write(LittleEndian.GetBytes(microseconds), 0, 4);
for (int i = 0; i < values.Length; i++)
{
double value = values[i];
if (i < schema.AnalogChannels.Length)
{
value -= schema.AnalogChannels[i].Adder;
value /= schema.AnalogChannels[i].Multiplier;
}
else if (isFirstDigital)
{
// Handle automatic injection of IEEE C37.118 FRACSEC digital value if requested
isFirstDigital = false;
if (injectFracSecValue)
output.Write(LittleEndian.GetBytes(fracSecValue), 0, 2);
}
output.Write(LittleEndian.GetBytes((ushort)value), 0, 2);
}
// Make sure FRACSEC values are injected
if (isFirstDigital && injectFracSecValue)
output.Write(LittleEndian.GetBytes(fracSecValue), 0, 2);
}
///
/// Writes next COMTRADE record in binary32 format.
///
/// Destination stream.
/// Source schema.
/// Record timestamp (implicitly castable as ).
/// Values to write - 16-bit digitals should exist as a word in an individual double value.
/// User incremented sample index.
/// Determines if FRACSEC value should be automatically injected into stream as first digital - defaults to true.
/// FRACSEC value to inject into output stream - defaults to 0x0000.
///
/// This function is primarily intended to write COMTRADE binary32 data records based on synchrophasor data
/// (see Annex H: Schema for Phasor Data 2150 Using the COMTRADE File Standard in IEEE C37.111-2010),
/// it may be necessary to manually write records for other COMTRADE needs (e.g., non 16-bit digitals).
///
public static void WriteNextRecordBinary32(Stream output, Schema schema, Ticks timestamp, double[] values, uint sample, bool injectFracSecValue = true, ushort fracSecValue = 0x0000)
{
// Make timestamp relative to beginning of file
timestamp -= schema.StartTime.Value;
uint microseconds = (uint)(timestamp.ToMicroseconds() / schema.TimeFactor);
bool isFirstDigital = true;
output.Write(LittleEndian.GetBytes(sample), 0, 4);
output.Write(LittleEndian.GetBytes(microseconds), 0, 4);
for (int i = 0; i < values.Length; i++)
{
double value = values[i];
if (i < schema.AnalogChannels.Length)
{
value -= schema.AnalogChannels[i].Adder;
value /= schema.AnalogChannels[i].Multiplier;
output.Write(LittleEndian.GetBytes((uint)value), 0, 4);
}
else
{
if (isFirstDigital)
{
// Handle automatic injection of IEEE C37.118 FRACSEC digital value if requested
isFirstDigital = false;
if (injectFracSecValue)
output.Write(LittleEndian.GetBytes(fracSecValue), 0, 2);
}
output.Write(LittleEndian.GetBytes((ushort)value), 0, 2);
}
}
// Make sure FRACSEC values are injected
if (isFirstDigital && injectFracSecValue)
output.Write(LittleEndian.GetBytes(fracSecValue), 0, 2);
}
///
/// Writes next COMTRADE record in float32 format.
///
/// Destination stream.
/// Source schema.
/// Record timestamp (implicitly castable as ).
/// Values to write - 16-bit digitals should exist as a word in an individual double value.
/// User incremented sample index.
/// Determines if FRACSEC value should be automatically injected into stream as first digital - defaults to true.
/// FRACSEC value to inject into output stream - defaults to 0x0000.
///
/// This function is primarily intended to write COMTRADE float32 data records based on synchrophasor data
/// (see Annex H: Schema for Phasor Data 2150 Using the COMTRADE File Standard in IEEE C37.111-2010),
/// it may be necessary to manually write records for other COMTRADE needs (e.g., non 16-bit digitals).
///
public static void WriteNextRecordFloat32(Stream output, Schema schema, Ticks timestamp, double[] values, uint sample, bool injectFracSecValue = true, ushort fracSecValue = 0x0000)
{
// Make timestamp relative to beginning of file
timestamp -= schema.StartTime.Value;
uint microseconds = (uint)(timestamp.ToMicroseconds() / schema.TimeFactor);
bool isFirstDigital = true;
output.Write(LittleEndian.GetBytes(sample), 0, 4);
output.Write(LittleEndian.GetBytes(microseconds), 0, 4);
for (int i = 0; i < values.Length; i++)
{
double value = values[i];
if (i < schema.AnalogChannels.Length)
{
value -= schema.AnalogChannels[i].Adder;
value /= schema.AnalogChannels[i].Multiplier;
output.Write(LittleEndian.GetBytes((float)value), 0, 4);
}
else
{
if (isFirstDigital)
{
// Handle automatic injection of IEEE C37.118 FRACSEC digital value if requested
isFirstDigital = false;
if (injectFracSecValue)
output.Write(LittleEndian.GetBytes(fracSecValue), 0, 2);
}
output.Write(LittleEndian.GetBytes((ushort)value), 0, 2);
}
}
// Make sure FRACSEC values are injected
if (isFirstDigital && injectFracSecValue)
output.Write(LittleEndian.GetBytes(fracSecValue), 0, 2);
}
///
/// Writes next COMTRADE record in ASCII format.
///
/// Destination stream.
/// Source schema.
/// Record timestamp (implicitly castable as ).
/// Values to write for analog channels.
/// Values to write for digital channels.
/// User incremented sample index.
/// Determines if FRACSEC value should be automatically injected into stream as first digital - defaults to false.
/// FRACSEC value to inject into output stream - defaults to 0x0000.
///
/// This function is primarily intended to write COMTRADE ASCII data records based on synchrophasor data
/// (see Annex H: Schema for Phasor Data 2150 Using the COMTRADE File Standard in IEEE C37.111-2010),
/// it may be necessary to manually write records for other COMTRADE needs (e.g., non 16-bit digitals).
///
public static void WriteNextRecordAscii(StreamWriter output, Schema schema, Ticks timestamp, double[] analogValues, bool[] digitalValues, uint sample, bool injectFracSecValue = false, ushort fracSecValue = 0x0000)
{
double[] values = analogValues
.Concat(digitalValues.Select(b => b ? 1.0D : 0.0D))
.ToArray();
WriteNextRecordAscii(output, schema, timestamp, values, sample, injectFracSecValue, fracSecValue);
}
///
/// Writes next COMTRADE record in binary format.
///
/// Destination stream.
/// Source schema.
/// Record timestamp (implicitly castable as ).
/// Values to write for analog channels.
/// Values to write for digital channels.
/// User incremented sample index.
/// Determines if FRACSEC value should be automatically injected into stream as first digital - defaults to false.
/// FRACSEC value to inject into output stream - defaults to 0x0000.
///
/// This function is primarily intended to write COMTRADE binary data records based on synchrophasor data
/// (see Annex H: Schema for Phasor Data 2150 Using the COMTRADE File Standard in IEEE C37.111-2010),
/// it may be necessary to manually write records for other COMTRADE needs (e.g., non 16-bit digitals).
///
public static void WriteNextRecordBinary(Stream output, Schema schema, Ticks timestamp, double[] analogValues, bool[] digitalValues, uint sample, bool injectFracSecValue = false, ushort fracSecValue = 0x0000)
{
double[] digitalWords = GroupByWord(digitalValues);
double[] values = analogValues.Concat(digitalWords).ToArray();
WriteNextRecordBinary(output, schema, timestamp, values, sample, injectFracSecValue, fracSecValue);
}
///
/// Writes next COMTRADE record in binary32 format.
///
/// Destination stream.
/// Source schema.
/// Record timestamp (implicitly castable as ).
/// Values to write for analog channels.
/// Values to write for digital channels.
/// User incremented sample index.
/// Determines if FRACSEC value should be automatically injected into stream as first digital - defaults to false.
/// FRACSEC value to inject into output stream - defaults to 0x0000.
///
/// This function is primarily intended to write COMTRADE binary32 data records based on synchrophasor data
/// (see Annex H: Schema for Phasor Data 2150 Using the COMTRADE File Standard in IEEE C37.111-2010),
/// it may be necessary to manually write records for other COMTRADE needs (e.g., non 16-bit digitals).
///
public static void WriteNextRecordBinary32(Stream output, Schema schema, Ticks timestamp, double[] analogValues, bool[] digitalValues, uint sample, bool injectFracSecValue = false, ushort fracSecValue = 0x0000)
{
double[] digitalWords = GroupByWord(digitalValues);
double[] values = analogValues.Concat(digitalWords).ToArray();
WriteNextRecordBinary32(output, schema, timestamp, values, sample, injectFracSecValue, fracSecValue);
}
///
/// Writes next COMTRADE record in float32 format.
///
/// Destination stream.
/// Source schema.
/// Record timestamp (implicitly castable as ).
/// Values to write for analog channels.
/// Values to write for digital channels.
/// User incremented sample index.
/// Determines if FRACSEC value should be automatically injected into stream as first digital - defaults to false.
/// FRACSEC value to inject into output stream - defaults to 0x0000.
///
/// This function is primarily intended to write COMTRADE float32 data records based on synchrophasor data
/// (see Annex H: Schema for Phasor Data 2150 Using the COMTRADE File Standard in IEEE C37.111-2010),
/// it may be necessary to manually write records for other COMTRADE needs (e.g., non 16-bit digitals).
///
public static void WriteNextRecordFloat32(Stream output, Schema schema, Ticks timestamp, double[] analogValues, bool[] digitalValues, uint sample, bool injectFracSecValue = false, ushort fracSecValue = 0x0000)
{
double[] digitalWords = GroupByWord(digitalValues);
double[] values = analogValues.Concat(digitalWords).ToArray();
WriteNextRecordFloat32(output, schema, timestamp, values, sample, injectFracSecValue, fracSecValue);
}
private static double[] GroupByWord(bool[] digitalValues)
{
int index = 0;
return digitalValues
.Select(b => b ? 1 : 0)
.GroupBy(word => (index++) / 16)
.Select(grouping => grouping.Select((bit, i) => bit << i))
.Select(grouping => grouping.Aggregate((ushort)0, (word, bit) => (ushort)(word | bit)))
.Select(word => (double)word)
.ToArray();
}
}
}