RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT > Class Template Reference

Template base Class for doing FFTs. More...

#include "rdm_time_series_fft.h"

Inheritance diagram for RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >:

Public Member Functions
void	reset (void)
	Reset this object. More...
RDM_RETCODE	flush_value (uint32_t threshold=1, RDM::DB::TRANSACTIONAL_T transactional=RDM::DB::NOT_TRANSACTIONAL)
	Flush this object. More...
RDM_RETCODE	flush_stats (uint32_t threshold=1, RDM::DB::TRANSACTIONAL_T transactional=RDM::DB::NOT_TRANSACTIONAL)
	Flush this object. More...
template<class SOURCE_VALUE_T >
RDM_RETCODE	put_value (SOURCE_VALUE_T *source_value, RDM::DB::TRANSACTIONAL_T transactional=RDM::DB::NOT_TRANSACTIONAL)
	Template method for receiving a data value. More...
template<class SOURCE_STATS_T >
RDM_RETCODE	put_stats (SOURCE_STATS_T *source_stats, RDM::DB::TRANSACTIONAL_T transactional=RDM::DB::NOT_TRANSACTIONAL)
	Template method for receiving statistics. More...

Protected Member Functions
virtual RDM_RETCODE	doFft (void)=0
uint32_t	init_tables_to_write_lock (RDM_TABLE_ID *tables)
	ID of the tables where rows are inserted. More...
uint32_t	init_tables_to_read_lock (RDM_TABLE_ID *tables)
	IDs of the tables where rows are read. More...
void	unput (void)
	Undo a previous put operation. More...
void	unflush (void)
	Undo a previous flush operation. More...
RDM_RETCODE	init (RDM_DB db)
	Initialize this object. More...

Static Protected Member Functions
constexpr static int	number_of_tables_to_write_lock (void)
	Number of tables where rows are inserted. More...
constexpr static int	number_of_tables_to_read_lock (void)
	Number of tables where rows are read. More...

Protected Attributes
INDATA_T	in_data [N]
RANGE_T	aggregate_range
uint32_t	n

Friends
template<class ANY_NEXT >
class	RDM::DB::transaction
template<class ANY_NEXT_1 , class ANY_NEXT_2 >
class	split
template<uint32_t ANY_N, class ANY_RANGE_T , class ANY_NEXT >
class	collect
template<uint32_t ANY_N, class ANY_RANGE_T , class ANY_INDATA_T , class ANY_NEXT >
class	fft
template<uint32_t ANY_N, class ANY_AGGREGATE_T , class ANY_AGG_ELEMENT_T , class ANY_NEXT >
class	mean
template<class ANY_RATIO , class ANY_NEXT >
class	scale
template<uint32_t ANY_N, class ANY_STATS_T , class ANY_NEXT >
class	stats
template<uint32_t ANY_N, class ANY_NEXT >
class	downsample
template<class ANY_NEXT >
class	custom

Detailed Description

template<uint32_t N, class RANGE_T, class INDATA_T, class NEXT>
class RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >

Template base Class for doing FFTs.

Template base class for FFT of data values, ranges, or statistics. What is received will be collected and used for doing FFT computations. The result of those computations will be forwarded as a range to the next class in the chain.

This class is incomplete as it does not have the code for doing the actual FFT computation. Use one of the following derived classes:

• fft_abs_positive
• fft_abs

Template Parameters

N	The number of data points for each FFT computation. In the case ranges are received, then N must fit its size.
RANGE_T	The aggregate FFT class for which objects will be passed to the next class.
INDATA_T	The type of the data that is passed to this class.
NEXT	The class in the chain to receive the result of the ranges.

Member Function Documentation

doFft()

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

virtual RDM_RETCODE RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::doFft ( void )

protectedpure virtual

Referenced by RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::put_stats(), and RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::put_value().

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flush_stats()

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

RDM_RETCODE RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::flush_stats ( uint32_t threshold = 1, RDM::DB::TRANSACTIONAL_T transactional = RDM::DB::NOT_TRANSACTIONAL )

inline

Flush this object.

Call this method to flush what has been collected so far. A threshold can also be provided. All the data collected for those statistics will be kept as is. The same is the case where the threshold has not been reached.

This operation can be specified as being transactional. However, if the caller always rolls back the transaction in the case of a failure, there is no need to specify single operations to be transactional.

Return values

sOKAY	Normal, successful return.
eNOSTARTUPDATE	An update operation was attempted when no rdm_dbStartUpdate() is active.
eNOTLOCKED	Attempt to access a table for reading or update without proper locks.
eCURSORDB	Cursor is associated with a different database.
eDBNOTOPEN	Database not open.
ePRECOMMITTED	A precommitted transaction must be committed or rolled back before further operations on this database are allowed.
eDUPLICATE	Attempt to insert a duplicate value as a unique/primary key.
eREADONLY	Database is read-only and cannot be updated.
eREFINTEGRITY	Integrity constraint violation.
eROWLIMIT	Table row limit reached.
eINVARG	Invalid argument.

Parameters

threshold	[IN] Only flush objects where at least this many elements have been collected
transactional	[IN] Is the flush required to be transactional

 {
RDM_RETCODE rc = next.flush_range (threshold, transactional);


return rc;
 }

flush_value()

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

RDM_RETCODE RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::flush_value ( uint32_t threshold = 1, RDM::DB::TRANSACTIONAL_T transactional = RDM::DB::NOT_TRANSACTIONAL )

inline

Flush this object.

Call this method to flush what has been collected so far. A threshold can also be provided. All the data collected for those values will be kept as is. The same is the case where the threshold has not been reached.

This operation can be specified as being transactional. However, if the caller always rolls back the transaction in the case of a failure, there is no need to specify single operations to be transactional.

Return values

sOKAY	Normal, successful return.
eNOSTARTUPDATE	An update operation was attempted when no rdm_dbStartUpdate() is active.
eNOTLOCKED	Attempt to access a table for reading or update without proper locks.
eCURSORDB	Cursor is associated with a different database.
eDBNOTOPEN	Database not open.
ePRECOMMITTED	A precommitted transaction must be committed or rolled back before further operations on this database are allowed.
eDUPLICATE	Attempt to insert a duplicate value as a unique/primary key.
eREADONLY	Database is read-only and cannot be updated.
eREFINTEGRITY	Integrity constraint violation.
eROWLIMIT	Table row limit reached.
eINVARG	Invalid argument.

Parameters

threshold	[IN] Only flush objects where at least this many elements have been collected
transactional	[IN] Is the flush required to be transactional

 {
RDM_RETCODE rc = next.flush_range (threshold, transactional);


return rc;
 }

init()

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

RDM_RETCODE RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::init ( RDM_DB db )

inlineprotected

Initialize this object.

Call this method before sending it any data values or statistics.

Return values

sOKAY	Normal, successful return.
eINVARG	Invalid argument.
eDBNOTOPEN	Database not open.
eCURSORDB	Cursor is associated with a different database.
ePRECOMMITTED	A precommitted transaction must be committed or rolled back before further operations on this database are allowed.

Parameters

db	[IN] Use this database for chained classes that need to insert rows

 {
RDM_RETCODE rc = next.init (db);


if (rc == sOKAY)
  {
n = 0;
 }


return rc;
 }

References RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::n, and sOKAY.

Referenced by RDM::TIME_SERIES::fft_rdm< N, RANGE_T, INDATA_T, NEXT >::init().

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init_tables_to_read_lock()

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

uint32_t RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::init_tables_to_read_lock ( RDM_TABLE_ID * tables )

inlineprotected

IDs of the tables where rows are read.

Use this method to initialize an array of table IDs. This array can then be used to start a transaction where those tables are specified.

 {
return next.init_tables_to_read_lock (tables);
 }

init_tables_to_write_lock()

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

uint32_t RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::init_tables_to_write_lock ( RDM_TABLE_ID * tables )

inlineprotected

ID of the tables where rows are inserted.

Use this method to initialize an array of table IDs. This array can then be used to start a transaction where those tables are specified.

 {
return next.init_tables_to_write_lock (tables);
 }

number_of_tables_to_read_lock()

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

constexpr static int RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::number_of_tables_to_read_lock ( void )

inlinestaticconstexprprotected

Number of tables where rows are read.

Constant expression method used to statically calculate the size of the array needed for table locking.

 {
return NEXT::number_of_tables_to_read_lock ();
 }

number_of_tables_to_write_lock()

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

constexpr static int RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::number_of_tables_to_write_lock ( void )

inlinestaticconstexprprotected

Number of tables where rows are inserted.

Constant expression method used to statically calculate the size of the array needed for table locking.

 {
return NEXT::number_of_tables_to_write_lock ();
 }

put_stats()

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

template<class SOURCE_STATS_T >

RDM_RETCODE RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::put_stats ( SOURCE_STATS_T * source_stats, RDM::DB::TRANSACTIONAL_T transactional = RDM::DB::NOT_TRANSACTIONAL )

inline

Template method for receiving statistics.

Receive one statistic and process it accordingly.

The type for the value provided is required to have columns for 'time_stamp_first', 'time_stamp_last', 'n', 'value_sum', and 'value_sum2' with appropriate types. Such a type can be generated using rdm-compile with a schema including a table similar to this:

CREATE TABLE stats
(
 time_stamp_first UINT64 NOT NULL,
 time_stamp_last UINT64 PRIMARY KEY,
 n UINT64 NOT NULL,
 value_sum DOUBLE NOT NULL,
 value_sum2 DOUBLE NOT NULL
);

This operation can be specified as being transactional. However, if the caller always rolls back the transaction in the case of a failure, there is no need to specify single operations to be transactional.

Template Parameters

SOURCE_STATS_T

The actual type of the statistic received.

Return values

sOKAY	Normal, successful return.
eNOSTARTUPDATE	An update operation was attempted when no rdm_dbStartUpdate() is active.
eNOTLOCKED	Attempt to access a table for reading or update without proper locks.
eCURSORDB	Cursor is associated with a different database.
eDBNOTOPEN	Database not open.
ePRECOMMITTED	A precommitted transaction must be committed or rolled back before further operations on this database are allowed.
eDUPLICATE	Attempt to insert a duplicate value as a unique/primary key.
eREADONLY	Database is read-only and cannot be updated.
eREFINTEGRITY	Integrity constraint violation.
eROWLIMIT	Table row limit reached.
eINVARG	Invalid argument.

Parameters

[in]	source_stats	The source statistics sent to this class
	transactional	[IN] Is the put required to be transactional

 {
RDM_RETCODE rc = sOKAY;


if (n == 0)
 {
aggregate_range.time_stamp_first =
 source_stats->time_stamp_first;
 }
if (n == N - 1)
 {
aggregate_range.time_stamp_last =
 source_stats->time_stamp_last;
 }


in_data[n] = source_stats->value_sum / source_stats->n;


if (n == N - 1)
 {
 rc = doFft ();
if (rc == sOKAY)
 {
 rc = next.put_range (&aggregate_range, transactional);
 }
if (rc == sOKAY)
 {
n = 0;
 }
 }
else

 {
n++;
 }


return rc;
 }

References RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::aggregate_range, RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::doFft(), RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::in_data, RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::n, and sOKAY.

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put_value()

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

template<class SOURCE_VALUE_T >

RDM_RETCODE RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::put_value ( SOURCE_VALUE_T * source_value, RDM::DB::TRANSACTIONAL_T transactional = RDM::DB::NOT_TRANSACTIONAL )

inline

Template method for receiving a data value.

Receive one data value and process it accordingly.

The type for the value provided is required to have columns for 'time_stamp_current' and 'value_current' with appropriate types. Such a type can be generated using rdm-compile with a schema including a table similar to this:

CREATE TABLE measurement
(
 time_stamp_current UINT64 PRIMARY KEY,
 value_current DOUBLE NOT NULL
);

This operation can be specified as being transactional. However, if the caller always rolls back the transaction in the case of a failure, there is no need to specify single operations to be transactional.

Template Parameters

SOURCE_VALUE_T

The actual type of the source values received

Return values

sOKAY	Normal, successful return.
eNOSTARTUPDATE	An update operation was attempted when no rdm_dbStartUpdate() is active.
eNOTLOCKED	Attempt to access a table for reading or update without proper locks.
eCURSORDB	Cursor is associated with a different database.
eDBNOTOPEN	Database not open.
ePRECOMMITTED	A precommitted transaction must be committed or rolled back before further operations on this database are allowed.
eDUPLICATE	Attempt to insert a duplicate value as a unique/primary key.
eREADONLY	Database is read-only and cannot be updated.
eREFINTEGRITY	Integrity constraint violation.
eROWLIMIT	Table row limit reached.
eINVARG	Invalid argument.

Parameters

[in]	source_value	The source value sent to this class
	transactional	[IN] Is the put required to be transactional

 {
RDM_RETCODE rc = sOKAY;


if (n == 0)
 {
aggregate_range.time_stamp_first =
 source_value->time_stamp_current;
 }
if (n == N - 1)
 {
aggregate_range.time_stamp_last =
 source_value->time_stamp_current;
 }


in_data[n] = source_value->value_current;


if (n == N - 1)
 {
 rc = doFft ();
if (rc == sOKAY)
 {
 rc = next.put_range (&aggregate_range, transactional);
 }
if (rc == sOKAY)
 {
n = 0;
 }
 }
else

 {
n++;
 }


return rc;
 }

References RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::aggregate_range, RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::doFft(), RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::in_data, RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::n, and sOKAY.

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reset()

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

void RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::reset ( void )

inline

Reset this object.

Call this method to discard all internally kept data values, ranges, and statistics that have not yet been persisted and start over from scratch.

 {
 next.reset ();
n = 0;
 }

References RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::n.

unflush()

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

void RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::unflush ( void )

inlineprotected

Undo a previous flush operation.

 {
 next.unflush ();
 }

unput()

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

void RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::unput ( void )

inlineprotected

Undo a previous put operation.

 {
if (n == 0)
 {
 next.unput ();
n = N - 1;;
 }
else

 {
n--;
 }
 }

References RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::n.

Friends And Related Function Documentation

collect

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

template<uint32_t ANY_N, class ANY_RANGE_T , class ANY_NEXT >

friend class collect

friend

custom

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

template<class ANY_NEXT >

friend class custom

friend

downsample

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

template<uint32_t ANY_N, class ANY_NEXT >

friend class downsample

friend

fft

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

template<uint32_t ANY_N, class ANY_RANGE_T , class ANY_INDATA_T , class ANY_NEXT >

friend class fft

friend

mean

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

template<uint32_t ANY_N, class ANY_AGGREGATE_T , class ANY_AGG_ELEMENT_T , class ANY_NEXT >

friend class mean

friend

RDM::DB::transaction

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

template<class ANY_NEXT >

friend class RDM::DB::transaction

friend

scale

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

template<class ANY_RATIO , class ANY_NEXT >

friend class scale

friend

split

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

template<class ANY_NEXT_1 , class ANY_NEXT_2 >

friend class split

friend

stats

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

template<uint32_t ANY_N, class ANY_STATS_T , class ANY_NEXT >

friend class stats

friend

Field Documentation

aggregate_range

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

RANGE_T RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::aggregate_range

protected

The aggregated FFTs are placed here

Referenced by RDM::TIME_SERIES::fft_abs< N, RANGE_T, INDATA_T, NEXT >::init(), RDM::TIME_SERIES::fft_abs_positive< N, RANGE_T, INDATA_T, NEXT >::init(), RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::put_stats(), and RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::put_value().

in_data

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

INDATA_T RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::in_data[N]

protected

The data point received that we use for doing the FFT

Referenced by RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::put_stats(), and RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::put_value().

n

template<uint32_t N, class RANGE_T , class INDATA_T , class NEXT >

uint32_t RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::n

protected

How many data values we have collected so far

Referenced by RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::init(), RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::put_stats(), RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::put_value(), RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::reset(), and RDM::TIME_SERIES::fft< N, RANGE_T, INDATA_T, NEXT >::unput().

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The documentation for this class was generated from the following files:

• rdm_time_series.h
• rdm_time_series_fft.h