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/* -*- c-basic-offset: 4 indent-tabs-mode: nil -*- vi:set ts=8 sts=4 sw=4: */
/*
Sonic Visualiser
An audio file viewer and annotation editor.
Centre for Digital Music, Queen Mary, University of London.
This file copyright 2006 Chris Cannam.
This program is free software; you can redistribute it and/or
modify it under the terms of the GNU General Public License as
published by the Free Software Foundation; either version 2 of the
License, or (at your option) any later version. See the file
COPYING included with this distribution for more information.
*/
#include "CSVFormat.h"
//#define DEBUG_COLUMN_QUALITIES 1
#include "base/StringBits.h"
#include "base/UnitDatabase.h"
#include "base/Debug.h"
#include <QFile>
#include <QString>
#include <QRegularExpression>
#include <QStringList>
#include <QTextStream>
#include <iostream>
namespace sv {
CSVFormat::CSVFormat(QString path) :
m_separator(""),
m_sampleRate(44100),
m_increment(1024),
m_headerStatus(HeaderUnknown),
m_allowQuoting(true),
m_maxExampleCols(0)
{
(void)guessFormatFor(path);
}
bool
CSVFormat::guessFormatFor(QString path)
{
m_modelType = TwoDimensionalModel;
m_timingType = ExplicitTiming;
m_timeUnits = TimeSeconds;
m_maxExampleCols = 0;
m_columnCount = 0;
m_variableColumnCount = false;
m_example.clear();
m_columnQualities.clear();
m_columnPurposes.clear();
m_prevValues.clear();
QFile file(path);
if (!file.exists()) {
SVCERR << "CSVFormat::guessFormatFor(" << path
<< "): File does not exist" << endl;
return false;
}
if (!file.open(QIODevice::ReadOnly | QIODevice::Text)) {
SVCERR << "CSVFormat::guessFormatFor(" << path
<< "): File could not be opened for reading" << endl;
return false;
}
SVDEBUG << "CSVFormat::guessFormatFor(" << path << ")" << endl;
QTextStream in(&file);
in.seek(0);
int lineno = 0;
while (!in.atEnd()) {
// See comment about line endings in CSVFileReader::load()
QString chunk = in.readLine();
QStringList lines = chunk.split('\r', Qt::SkipEmptyParts);
for (int li = 0; li < lines.size(); ++li) {
QString line = lines[li];
if (line.startsWith("#") || line == "") {
continue;
}
guessQualities(line, lineno);
++lineno;
}
if (lineno >= 150) break;
}
guessPurposes();
guessAudioSampleRange();
return true;
}
void
CSVFormat::guessSeparator(QString line)
{
QString candidates = "\t|,/: ";
for (int i = 0; i < candidates.length(); ++i) {
auto bits = StringBits::split(line, candidates[i], m_allowQuoting);
if (bits.size() >= 2) {
m_plausibleSeparators.insert(candidates[i]);
if (m_separator == "") {
m_separator = candidates[i];
SVDEBUG << "Estimated column separator: '" << m_separator
<< "'" << endl;
}
}
}
}
void
CSVFormat::guessQualities(QString line, int lineno)
{
guessSeparator(line);
QStringList list = StringBits::split(line, getSeparator(), m_allowQuoting);
int cols = list.size();
int firstLine = 0;
if (m_headerStatus == HeaderPresent) {
firstLine = 1;
}
if (lineno == firstLine || (cols > m_columnCount)) {
m_columnCount = cols;
}
if (cols != m_columnCount) {
m_variableColumnCount = true;
}
// All columns are regarded as having these qualities until we see
// something that indicates otherwise:
ColumnQualities defaultQualities =
ColumnNumeric | ColumnIntegral | ColumnSmall |
ColumnIncreasing | ColumnNearEmpty;
for (int i = 0; i < cols; ++i) {
#ifdef DEBUG_COLUMN_QUALITIES
SVCERR << "line no " << lineno << ": column " << i << " contains: \"" << list[i] << "\"" << endl;
#endif
if (m_columnQualities.find(i) == m_columnQualities.end()) {
m_columnQualities[i] = defaultQualities;
m_prevValues[i] = 0.f;
}
QString s(list[i]);
bool ok = false;
ColumnQualities qualities = m_columnQualities[i];
// Looks like this is defined on Windows
#undef small
bool numeric = (qualities & ColumnNumeric);
bool integral = (qualities & ColumnIntegral);
bool increasing = (qualities & ColumnIncreasing);
bool small = (qualities & ColumnSmall);
bool large = (qualities & ColumnLarge); // this one defaults to off
bool signd = (qualities & ColumnSigned); // also defaults to off
bool emptyish = (qualities & ColumnNearEmpty);
if (s.trimmed() != "") {
if (lineno > firstLine) {
emptyish = false;
}
float value = 0.f;
if (numeric) {
value = s.toFloat(&ok);
if (!ok) {
value = (float)StringBits::stringToDoubleLocaleFree(s, &ok);
}
if (ok) {
if (lineno < firstLine + 2 && value > 1000.f) {
large = true;
}
if (value < 0.f) {
signd = true;
}
if (value < -1.f || value > 1.f) {
small = false;
}
} else {
numeric = false;
// If the column is not numeric, it can't be any of
// these things either
integral = false;
increasing = false;
small = false;
large = false;
signd = false;
}
}
if (numeric) {
if (integral) {
if (s.contains('.') || s.contains(',')) {
integral = false;
}
}
if (increasing) {
if (lineno > firstLine && value <= m_prevValues[i]) {
increasing = false;
}
}
m_prevValues[i] = value;
}
}
m_columnQualities[i] =
(numeric ? ColumnNumeric : 0) |
(integral ? ColumnIntegral : 0) |
(increasing ? ColumnIncreasing : 0) |
(small ? ColumnSmall : 0) |
(large ? ColumnLarge : 0) |
(signd ? ColumnSigned : 0) |
(emptyish ? ColumnNearEmpty : 0);
}
if (lineno == 0 && m_headerStatus == HeaderUnknown) {
// If we have at least one column, and every column has
// quality == ColumnNearEmpty, i.e. not empty and not numeric,
// then we probably have a header row
bool couldBeHeader = (cols > 0);
std::map<int, QString> headings;
for (int i = 0; i < cols; ++i) {
if (m_columnQualities[i] != ColumnNearEmpty) {
couldBeHeader = false;
} else {
headings[i] = list[i].trimmed();
}
}
if (couldBeHeader) {
m_headerStatus = HeaderPresent;
m_columnHeadings = headings;
} else {
m_headerStatus = HeaderAbsent;
}
}
if (lineno == 0 && m_headerStatus == HeaderPresent) {
// Start again with the qualities:
m_columnQualities.clear();
m_prevValues.clear();
}
if (lineno < firstLine + 10) {
m_example.push_back(list);
if (lineno == 0 || cols > m_maxExampleCols) {
m_maxExampleCols = cols;
}
}
if (lineno < firstLine + 10) {
SVDEBUG << "Estimated column qualities for line " << lineno << " (reporting up to first 10): ";
if (lineno == 0 && m_headerStatus == HeaderPresent &&
m_columnCount > 0 && m_columnQualities.empty()) {
SVDEBUG << "[whole line classified as a header row]";
} else {
for (int i = 0; i < cols; ++i) {
if (m_columnQualities.find(i) == m_columnQualities.end()) {
SVDEBUG << "(not set) ";
} else {
SVDEBUG << int(m_columnQualities[i]) << " ";
}
}
}
SVDEBUG << endl;
SVDEBUG << "Estimated header status: " << m_headerStatus << endl;
}
}
void
CSVFormat::guessPurposes()
{
m_timingType = CSVFormat::ImplicitTiming;
m_timeUnits = CSVFormat::TimeWindows;
int timingColumnCount = 0;
bool haveDurationOrEndTime = false;
SVDEBUG << "Estimated column qualities overall: ";
for (int i = 0; i < m_columnCount; ++i) {
if (m_columnQualities.find(i) == m_columnQualities.end()) {
SVDEBUG << "(not set) ";
} else {
SVDEBUG << int(m_columnQualities[i]) << " ";
}
}
SVDEBUG << endl;
// if our first column has zero or one entries in it and the rest
// have more, then we'll default to ignoring the first column and
// counting the next one as primary. (e.g. Sonic Annotator output
// with filename at start of first column.)
int primaryColumnNo = 0;
if (m_columnCount >= 2) {
if ( (m_columnQualities[0] & ColumnNearEmpty) &&
!(m_columnQualities[1] & ColumnNearEmpty)) {
primaryColumnNo = 1;
}
}
m_columnPossibleUnits.clear();
for (int i = 0; i < m_columnCount; ++i) {
ColumnPurpose purpose = ColumnUnknown;
if (i < primaryColumnNo) {
setColumnPurpose(i, purpose);
continue;
}
bool primary = (i == primaryColumnNo);
ColumnQualities qualities = m_columnQualities[i];
bool numeric = (qualities & ColumnNumeric);
bool integral = (qualities & ColumnIntegral);
bool increasing = (qualities & ColumnIncreasing);
bool large = (qualities & ColumnLarge);
bool timingColumn = (numeric && increasing);
QString heading;
UnitDatabase *udb = UnitDatabase::getInstance();
if (m_columnHeadings.find(i) != m_columnHeadings.end()) {
QString headingAsSeen = m_columnHeadings[i];
if (headingAsSeen != "") {
heading = headingAsSeen.split(' ', Qt::SkipEmptyParts)[0]
.toLower();
}
QString possibleUnit;
if (udb->getUnitId(headingAsSeen, false) >= 0) {
possibleUnit = headingAsSeen;
} else if (headingAsSeen.contains('(')) {
QString test = headingAsSeen;
test.replace(QRegularExpression("^[^(]*\\(([^)]+)\\)$"), "\\1");
if (test != "") {
SVDEBUG << "Extracted possible unit \"" << test
<< "\" from heading \"" << headingAsSeen << "\""
<< endl;
if (udb->getUnitId(test, false) >= 0) {
possibleUnit = test;
} else {
SVDEBUG << "(but it isn't recognised)" << endl;
}
}
} else if (heading == "frequency") {
possibleUnit = "Hz";
}
if (possibleUnit != "") {
m_columnPossibleUnits[i] = possibleUnit;
}
}
if (heading == "time" || heading == "frame" ||
heading == "duration" || heading == "endtime") {
timingColumn = true;
}
if (heading == "value" || heading == "height" || heading == "label") {
timingColumn = false;
}
if (timingColumn) {
++timingColumnCount;
if (heading == "endtime") {
purpose = ColumnEndTime;
haveDurationOrEndTime = true;
} else if (heading == "duration") {
purpose = ColumnDuration;
haveDurationOrEndTime = true;
} else if (primary || heading == "time" || heading == "frame") {
purpose = ColumnStartTime;
m_timingType = ExplicitTiming;
if ((integral && large) || heading == "frame") {
m_timeUnits = TimeAudioFrames;
} else {
m_timeUnits = TimeSeconds;
}
} else if (timingColumnCount == 2 &&
m_timingType == ExplicitTiming) {
purpose = ColumnEndTime;
haveDurationOrEndTime = true;
}
}
if (purpose == ColumnUnknown) {
if (heading == "label") {
purpose = ColumnLabel;
} else if (numeric || heading == "value" || heading == "height") {
purpose = ColumnValue;
} else {
purpose = ColumnLabel;
}
}
setColumnPurpose(i, purpose);
}
int valueCount = 0;
for (int i = 0; i < m_columnCount; ++i) {
if (m_columnPurposes[i] == ColumnValue) {
++valueCount;
}
}
if (valueCount == 2 && timingColumnCount == 1) {
// If we have exactly two apparent value columns and only one
// timing column, but one value column is integral and the
// other is not, guess that whichever one matches the integral
// status of the time column is either duration or end time
if (m_timingType == ExplicitTiming) {
int a = -1, b = -1;
for (int i = 0; i < m_columnCount; ++i) {
if (m_columnPurposes[i] == ColumnValue) {
if (a == -1) a = i;
else b = i;
}
}
if ((m_columnQualities[a] & ColumnIntegral) !=
(m_columnQualities[b] & ColumnIntegral)) {
int timecol = a;
if ((m_columnQualities[a] & ColumnIntegral) !=
(m_columnQualities[0] & ColumnIntegral)) {
timecol = b;
}
if (m_columnQualities[timecol] & ColumnIncreasing) {
// This shouldn't happen; should have been settled above
m_columnPurposes[timecol] = ColumnEndTime;
haveDurationOrEndTime = true;
} else {
m_columnPurposes[timecol] = ColumnDuration;
haveDurationOrEndTime = true;
}
--valueCount;
}
}
}
if (timingColumnCount > 1 || haveDurationOrEndTime) {
m_modelType = TwoDimensionalModelWithDuration;
} else {
if (valueCount == 0) {
m_modelType = OneDimensionalModel;
} else if (valueCount == 1) {
m_modelType = TwoDimensionalModel;
} else {
m_modelType = ThreeDimensionalModel;
}
}
updateScaleUnits();
SVDEBUG << "Estimated column purposes: ";
for (int i = 0; i < m_columnCount; ++i) {
SVDEBUG << int(m_columnPurposes[i]) << " ";
}
SVDEBUG << endl;
SVDEBUG << "Estimated model type: " << m_modelType << endl;
SVDEBUG << "Estimated timing type: " << m_timingType << endl;
SVDEBUG << "Estimated time units: " << m_timeUnits << endl;
SVDEBUG << "Estimated scale units: " << m_scaleUnits << endl;
}
void
CSVFormat::guessAudioSampleRange()
{
AudioSampleRange range = SampleRangeSigned1;
range = SampleRangeSigned1;
bool knownSigned = false;
bool knownNonIntegral = false;
SVDEBUG << "CSVFormat::guessAudioSampleRange: starting with assumption of "
<< range << endl;
for (int i = 0; i < m_columnCount; ++i) {
if (m_columnPurposes[i] != ColumnValue) {
SVDEBUG << "... column " << i
<< " is not apparently a value, ignoring" << endl;
continue;
}
if (!(m_columnQualities[i] & ColumnIntegral)) {
knownNonIntegral = true;
if (range == SampleRangeUnsigned255 ||
range == SampleRangeSigned32767) {
range = SampleRangeOther;
}
SVDEBUG << "... column " << i
<< " is non-integral, updating range to " << range << endl;
}
if (m_columnQualities[i] & ColumnLarge) {
if (range == SampleRangeSigned1 ||
range == SampleRangeUnsigned255) {
if (knownNonIntegral) {
range = SampleRangeOther;
} else {
range = SampleRangeSigned32767;
}
}
SVDEBUG << "... column " << i << " is large, updating range to "
<< range << endl;
}
if (m_columnQualities[i] & ColumnSigned) {
knownSigned = true;
if (range == SampleRangeUnsigned255) {
range = SampleRangeSigned32767;
}
SVDEBUG << "... column " << i << " is signed, updating range to "
<< range << endl;
}
if (!(m_columnQualities[i] & ColumnSmall)) {
if (range == SampleRangeSigned1) {
if (knownNonIntegral) {
range = SampleRangeOther;
} else if (knownSigned) {
range = SampleRangeSigned32767;
} else {
range = SampleRangeUnsigned255;
}
}
SVDEBUG << "... column " << i << " is not small, updating range to "
<< range << endl;
}
}
SVDEBUG << "CSVFormat::guessAudioSampleRange: ended up with range "
<< range << endl;
m_audioSampleRange = range;
}
QList<CSVFormat::ColumnPurpose>
CSVFormat::getColumnPurposes() const
{
QList<ColumnPurpose> purposes;
for (int i = 0; i < m_columnCount; ++i) {
purposes.push_back(getColumnPurpose(i));
}
return purposes;
}
void
CSVFormat::setColumnPurposes(QList<ColumnPurpose> cl)
{
m_columnPurposes.clear();
for (int i = 0; in_range_for(cl, i); ++i) {
setColumnPurpose(i, cl[i]);
}
}
CSVFormat::ColumnPurpose
CSVFormat::getColumnPurpose(int i) const
{
if (m_columnPurposes.find(i) == m_columnPurposes.end()) {
return ColumnUnknown;
} else {
return m_columnPurposes.at(i);
}
}
void
CSVFormat::setColumnPurpose(int i, ColumnPurpose p)
{
m_columnPurposes[i] = p;
updateScaleUnits();
}
QList<CSVFormat::ColumnQualities>
CSVFormat::getColumnQualities() const
{
QList<ColumnQualities> qualities;
for (int i = 0; i < m_columnCount; ++i) {
if (m_columnQualities.find(i) == m_columnQualities.end()) {
qualities.push_back(0);
} else {
qualities.push_back(m_columnQualities.at(i));
}
}
return qualities;
}
void
CSVFormat::updateScaleUnits()
{
m_scaleUnits = "";
for (int i = 0; i < m_columnCount; ++i) {
if (m_columnPurposes[i] == ColumnValue &&
m_columnPossibleUnits.find(i) != m_columnPossibleUnits.end()) {
m_scaleUnits = m_columnPossibleUnits[i];
}
}
}
} // end namespace sv
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