NAG Library Routine Document

g01apf  (quantiles_stream_arbitrary)

1

Purpose

2

Specification

3

Description

4

References

5

Arguments

1:     $\mathbf{ind}$ – IntegerInput/Output

On initial entry: must be set to $0$.

On entry: indicates the action required in the current call to g01apf.

$\mathbf{ind}=0$

Initialize the communication arrays and attempt to process the first nb values from the data stream. eps, rv and nb must be set and licomm must be at least $10$.

$\mathbf{ind}=1$

Attempt to process the next block of nb values from the data stream. The calling program must update rv and (if required) nb, and re-enter g01apf with all other parameters unchanged.

$\mathbf{ind}=2$

Continue calculation following the reallocation of either or both of the communication arrays rcomm and icomm.

$\mathbf{ind}=3$

Calculate the nq $\epsilon$-approximate quantiles specified in q. The calling program must set q and nq and re-enter g01apf with all other parameters unchanged. This option can be chosen only when $\mathbf{np}\ge ⌈\exp \left(1.0\right)/\mathbf{eps}⌉$.

On exit: indicates output from the call.

$\mathbf{ind}=1$

g01apf has processed np data points and expects to be called again with additional data.

$\mathbf{ind}=2$

Either one or more of the communication arrays rcomm and icomm is too small. The new minimum lengths of rcomm and icomm have been returned in $\mathbf{icomm}\left(1\right)$ and $\mathbf{icomm}\left(2\right)$ respectively. If the new minimum length is greater than the current length then the corresponding communication array needs to be reallocated, its contents preserved and g01apf called again with all other parameters unchanged.

If there is more data to be processed, it is recommended that lrcomm and licomm are made significantly bigger than the minimum to limit the number of reallocations.

$\mathbf{ind}=3$

g01apf has returned the requested $\epsilon$-approximate quantiles in qv. These quantiles are based on np data points.

Constraint: $\mathbf{ind}=0$, $1$, $2$ or $3$.

2:     $\mathbf{rv}\left(*\right)$ – Real (Kind=nag_wp) arrayInput

Note: the dimension of the array rv must be at least $\mathbf{nb}$ if $\mathbf{ind}=0$, $1$ or $2$.

On entry: if $\mathbf{ind}=0$, $1$ or $2$, the vector containing the current block of data, otherwise rv is not referenced.

3:     $\mathbf{nb}$ – IntegerInput

On entry: if $\mathbf{ind}=0$, $1$ or $2$, the size of the current block of data. The size of blocks of data in array rv can vary; therefore nb can change between calls to g01apf.

Constraint: if $\mathbf{ind}=0$, $1$ or $2$, $\mathbf{nb}>0$.

4:     $\mathbf{eps}$ – Real (Kind=nag_wp)Input

On entry: approximation factor $\epsilon$.

Constraint: $\mathbf{eps}>0.0\text{ and }\mathbf{eps}\le 1.0$.

5:     $\mathbf{np}$ – IntegerOutput

On exit: $m$, the number of elements processed so far.

6:     $\mathbf{q}\left(*\right)$ – Real (Kind=nag_wp) arrayInput

Note: the dimension of the array q must be at least $\mathbf{nq}$ if $\mathbf{ind}=3$.

On entry: if $\mathbf{ind}=3$, the quantiles to be calculated, otherwise q is not referenced. Note that $\mathbf{q}\left(i\right)=0.0$, corresponds to the minimum value and $\mathbf{q}\left(i\right)=1.0$ to the maximum value.

Constraint: if $\mathbf{ind}=3$, $0.0\le \mathbf{q}\left(\mathit{i}\right)\le 1.0$, for $\mathit{i}=1,2,\dots ,\mathbf{nq}$.

7:     $\mathbf{qv}\left(*\right)$ – Real (Kind=nag_wp) arrayOutput

Note: the dimension of the array qv must be at least $\mathbf{nq}$ if $\mathbf{ind}=3$.

On exit: if $\mathbf{ind}=3$, $\mathbf{qv}\left(i\right)$ contains the $\epsilon$-approximate quantiles specified by the value provided in $\mathbf{q}\left(i\right)$.

8:     $\mathbf{nq}$ – IntegerInput

On entry: if $\mathbf{ind}=3$, the number of quantiles requested, otherwise nq is not referenced.

Constraint: if $\mathbf{ind}=3$, $\mathbf{nq}>0$.

9:     $\mathbf{rcomm}\left(\mathbf{lrcomm}\right)$ – Real (Kind=nag_wp) arrayCommunication Array

On entry: if $\mathbf{ind}=1$ or $2$ then the first $l$ elements of rcomm as supplied to g01apf must be identical to the first $l$ elements of rcomm returned from the last call to g01apf, where $l$ is the value of lrcomm used in the last call. In other words, the contents of rcomm must not be altered between calls to this routine. If rcomm needs to be reallocated then its contents must be preserved. If $\mathbf{ind}=0$ then rcomm need not be set.

On exit: rcomm holds information required by subsequent calls to g01apf

10:   $\mathbf{lrcomm}$ – IntegerInput

On entry: the dimension of the array rcomm as declared in the (sub)program from which g01apf is called.

Constraints:

• if $\mathbf{ind}=0$, $\mathbf{lrcomm}\ge 1$;
• otherwise $\mathbf{lrcomm}\ge \mathbf{icomm}\left(1\right)$.

11:   $\mathbf{icomm}\left(\mathbf{licomm}\right)$ – Integer arrayCommunication Array

On entry: if $\mathbf{ind}=1$ or $2$ then the first $l$ elements of icomm as supplied to g01apf must be identical to the first $l$ elements of icomm returned from the last call to g01apf, where $l$ is the value of licomm used in the last call. In other words, the contents of icomm must not be altered between calls to this routine. If icomm needs to be reallocated then its contents must be preserved. If $\mathbf{ind}=0$ then icomm need not be set.

On exit: $\mathbf{icomm}\left(1\right)$ holds the minimum required length for rcomm and $\mathbf{icomm}\left(2\right)$ holds the minimum required length for icomm. The remaining elements of icomm are used for communication between subsequent calls to g01apf.

12:   $\mathbf{licomm}$ – IntegerInput

On entry: the dimension of the array icomm as declared in the (sub)program from which g01apf is called.

Constraints:

• if $\mathbf{ind}=0$, $\mathbf{licomm}\ge 10$;
• otherwise $\mathbf{licomm}\ge \mathbf{icomm}\left(2\right)$.

13:   $\mathbf{ifail}$ – IntegerInput/Output

On entry: ifail must be set to $0$, $-1\text{ or }1$. If you are unfamiliar with this argument you should refer to Section 3.4 in How to Use the NAG Library and its Documentation for details.

On exit: $\mathbf{ifail}=\mathbf{0}$ unless the routine detects an error (see Section 6).

As an out-of-core routine g01apf will only perform certain argument checks when a data checkpoint (including completion of data input) is signaled. As such it will usually be inappropriate to halt program execution when an error is detected since any errors may be subsequently resolved without losing any processing already carried out. Therefore setting ifail to a value of $-1\text{ or }1$ is recommended. If the output of error messages is undesirable, the value $1$ is recommended. When the value $-\mathbf{1}\text{ or }\mathbf{1}$ is used it is essential to test the value of ifail on exit.

6

Error Indicators and Warnings

$\mathbf{ifail}=1$

On entry, $\mathbf{ind}=〈\mathit{\text{value}}〉$.
Constraint: $\mathbf{ind}=0$, $1$, $2$ or $3$.

$\mathbf{ifail}=2$

On entry, $\mathbf{eps}=〈\mathit{\text{value}}〉$.
Constraint: $0.0<\mathbf{eps}\le 1.0$.

$\mathbf{ifail}=3$

On entry, $\mathbf{ind}=0$, $1$ or $2$ and $\mathbf{nb}=〈\mathit{\text{value}}〉$.
Constraint: if $\mathbf{ind}=0$, $1$ or $2$ then $\mathbf{nb}>0$.

$\mathbf{ifail}=4$

On entry, $\mathbf{licomm}=〈\mathit{\text{value}}〉$.
Constraint: $\mathbf{licomm}\ge 10$.

$\mathbf{ifail}=5$

On entry, $\mathbf{lrcomm}=〈\mathit{\text{value}}〉$.
Constraint: $\mathbf{lrcomm}\ge 1$.

$\mathbf{ifail}=6$

The contents of icomm have been altered between calls to this routine.

$\mathbf{ifail}=7$

The contents of rcomm have been altered between calls to this routine.

$\mathbf{ifail}=8$

Number of data elements streamed, $〈\mathit{\text{value}}〉$ is not sufficient for a quantile query when $\mathbf{eps}=〈\mathit{\text{value}}〉$.
Supply more data or reprocess the data with a higher eps value.

$\mathbf{ifail}=9$

On entry, $\mathbf{ind}=3$ and $\mathbf{nq}=〈\mathit{\text{value}}〉$.
Constraint: if $\mathbf{ind}=3$ then $\mathbf{nq}>0$.

$\mathbf{ifail}=10$

On entry, $\mathbf{ind}=3$ and $\mathbf{q}\left(〈\mathit{\text{value}}〉\right)=〈\mathit{\text{value}}〉$.
Constraint: if $\mathbf{ind}=3$ then $0.0\le \mathbf{q}\left(i\right)\le 1.0$ for all $i$.

$\mathbf{ifail}=-99$

An unexpected error has been triggered by this routine. Please contact NAG.

See Section 3.9 in How to Use the NAG Library and its Documentation for further information.

$\mathbf{ifail}=-399$

Your licence key may have expired or may not have been installed correctly.

See Section 3.8 in How to Use the NAG Library and its Documentation for further information.

$\mathbf{ifail}=-999$

Dynamic memory allocation failed.

See Section 3.7 in How to Use the NAG Library and its Documentation for further information.

7

Accuracy

8

Parallelism and Performance

9

Further Comments

10

Example

10.1

Program Text

Program Text (g01apfe.f90)

10.2

Program Data

Program Data (g01apfe.d)

10.3

Program Results

Program Results (g01apfe.r)