QGIS API Documentation 3.41.0-Master (fda2aa46e9a)
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qgsvectorlayercache.cpp
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1/***************************************************************************
2 qgsvectorlayercache.cpp
3 Cache features of a vector layer
4 -------------------
5 begin : January 2013
6 copyright : (C) Matthias Kuhn
7 email : matthias at opengis dot ch
8
9 ***************************************************************************
10 * *
11 * This program is free software; you can redistribute it and/or modify *
12 * it under the terms of the GNU General Public License as published by *
13 * the Free Software Foundation; either version 2 of the License, or *
14 * (at your option) any later version. *
15 * *
16 ***************************************************************************/
17
18#include "qgsvectorlayercache.h"
19#include "moc_qgsvectorlayercache.cpp"
20#include "qgscacheindex.h"
24#include "qgsvectorlayer.h"
25
26#include <QElapsedTimer>
27
28QgsVectorLayerCache::QgsVectorLayerCache( QgsVectorLayer *layer, int cacheSize, QObject *parent )
29 : QObject( parent )
30 , mLayer( layer )
31{
32 mCache.setMaxCost( cacheSize );
33
34 connect( mLayer, &QgsVectorLayer::featureDeleted, this, &QgsVectorLayerCache::featureDeleted );
35 connect( mLayer, &QgsVectorLayer::featureAdded, this, &QgsVectorLayerCache::onFeatureAdded );
36 connect( mLayer, &QgsVectorLayer::destroyed, this, &QgsVectorLayerCache::layerDeleted );
37
38 setCacheGeometry( true );
41
42 connect( mLayer, &QgsVectorLayer::attributeDeleted, this, &QgsVectorLayerCache::attributeDeleted );
43 connect( mLayer, &QgsVectorLayer::updatedFields, this, &QgsVectorLayerCache::invalidate );
44 connect( mLayer, &QgsVectorLayer::dataChanged, this, &QgsVectorLayerCache::invalidate );
45 connect( mLayer, &QgsVectorLayer::attributeValueChanged, this, &QgsVectorLayerCache::onAttributeValueChanged );
46
47 connectJoinedLayers();
48}
49
51{
52 qDeleteAll( mCacheIndices );
53 mCacheIndices.clear();
54}
55
57{
58 mCache.setMaxCost( cacheSize );
59}
60
62{
63 return mCache.maxCost();
64}
65
66void QgsVectorLayerCache::setCacheGeometry( bool cacheGeometry )
67{
68 bool shouldCacheGeometry = cacheGeometry && mLayer->isSpatial();
69 bool mustInvalidate = shouldCacheGeometry && !mCacheGeometry; // going from no geometry -> geometry, so have to clear existing cache entries
70 mCacheGeometry = shouldCacheGeometry;
71 if ( cacheGeometry )
72 {
73 connect( mLayer, &QgsVectorLayer::geometryChanged, this, &QgsVectorLayerCache::geometryChanged, Qt::UniqueConnection );
74 }
75 else
76 {
77 disconnect( mLayer, &QgsVectorLayer::geometryChanged, this, &QgsVectorLayerCache::geometryChanged );
78 }
79 if ( mustInvalidate )
80 {
81 invalidate();
82 }
83}
84
86{
87 if ( ! mCache.isEmpty() && ! QSet<int>( mCachedAttributes.cbegin(), mCachedAttributes.cend() )
88 .contains( QSet<int>( attributes.cbegin(), attributes.cend( ) ) ) )
89 invalidate();
90 mCachedAttributes = attributes;
91}
92
94{
95 return mCachedAttributes;
96}
97
99{
100 mFullCache = fullCache;
101
102 if ( mFullCache )
103 {
104 // Add a little more than necessary...
105 setCacheSize( mLayer->featureCount() + 100 );
106
107 // Initialize the cache...
109 .setSubsetOfAttributes( mCachedAttributes )
111
112 int i = 0;
113
114 QElapsedTimer t;
115 t.start();
116
117 QgsFeature f;
118 while ( it.nextFeature( f ) )
119 {
120 ++i;
121
122 if ( t.elapsed() > 1000 )
123 {
124 bool cancel = false;
125 emit progress( i, cancel );
126 if ( cancel )
127 break;
128
129 t.restart();
130 }
131 }
132
133 it.close();
134
135 emit finished();
136 }
137}
138
140{
141 mCacheIndices.append( cacheIndex );
142}
143
144void QgsVectorLayerCache::setCacheAddedAttributes( bool cacheAddedAttributes )
145{
146 if ( cacheAddedAttributes )
147 {
148 connect( mLayer, &QgsVectorLayer::attributeAdded, this, &QgsVectorLayerCache::attributeAdded );
149 }
150 else
151 {
152 disconnect( mLayer, &QgsVectorLayer::attributeAdded, this, &QgsVectorLayerCache::attributeAdded );
153 }
154}
155
156bool QgsVectorLayerCache::featureAtId( QgsFeatureId featureId, QgsFeature &feature, bool skipCache )
157{
158 bool featureFound = false;
159
160 QgsCachedFeature *cachedFeature = nullptr;
161
162 if ( !skipCache )
163 {
164 cachedFeature = mCache[ featureId ];
165 }
166
167 if ( cachedFeature )
168 {
169 feature = QgsFeature( *cachedFeature->feature() );
170 featureFound = true;
171 }
172 else
173 {
174 QgsFeatureRequest request { featureId };
175 const bool allAttrsFetched { mCachedAttributes.count( ) == mLayer->fields().count() };
176 if ( ! allAttrsFetched )
177 {
178 request.setSubsetOfAttributes( mCachedAttributes );
179 }
180 if ( !mCacheGeometry )
181 {
182 request.setFlags( request.flags().setFlag( Qgis::FeatureRequestFlag::NoGeometry ) );
183 }
184 if ( mLayer->getFeatures( request ).nextFeature( feature ) )
185 {
186 cacheFeature( feature, allAttrsFetched );
187 featureFound = true;
188 }
189 }
190
191 return featureFound;
192}
193
195{
196
197 bool featureFound = false;
198
199 QgsCachedFeature *cachedFeature = nullptr;
200
201 if ( !skipCache )
202 {
203 cachedFeature = mCache[ featureId ];
204 }
205
206 if ( cachedFeature && cachedFeature->allAttributesFetched() )
207 {
208 feature = QgsFeature( *cachedFeature->feature() );
209 featureFound = true;
210 }
211 else if ( mLayer->getFeatures( QgsFeatureRequest()
212 .setFilterFid( featureId )
213 .setFlags( !mCacheGeometry ? Qgis::FeatureRequestFlag::NoGeometry : Qgis::FeatureRequestFlags() ) )
214 .nextFeature( feature ) )
215 {
216 cacheFeature( feature, true );
217 featureFound = true;
218 }
219
220 return featureFound;
221}
222
224{
225 bool removed = mCache.remove( fid );
226 if ( removed )
227 {
228 if ( auto unorderedIt = std::find( mCacheUnorderedKeys.begin(), mCacheUnorderedKeys.end(), fid ); unorderedIt != mCacheUnorderedKeys.end() )
229 {
230 mCacheUnorderedKeys.erase( unorderedIt );
231
232 if ( auto orderedIt = std::find( mCacheOrderedKeys.begin(), mCacheOrderedKeys.end(), fid ); orderedIt != mCacheOrderedKeys.end() )
233 mCacheOrderedKeys.erase( orderedIt );
234 }
235 }
236 return removed;
237}
238
240{
241 return mLayer;
242}
243
248
250{
251 return mLayer->wkbType();
252}
253
255{
256 return mLayer->fields();
257}
258
260{
261 return mLayer->featureCount();
262}
263
265{
266 // If a request is too large for the cache don't notify to prevent from indexing incomplete requests
267 if ( fids.count() <= mCache.size() )
268 {
269 for ( const auto &idx : std::as_const( mCacheIndices ) )
270 {
271 idx->requestCompleted( featureRequest, fids );
272 }
273 if ( featureRequest.filterType() == Qgis::FeatureRequestFilterType::NoFilter &&
274 ( featureRequest.spatialFilterType() == Qgis::SpatialFilterType::NoFilter || featureRequest.filterRect().contains( mLayer->extent() ) ) )
275 {
276 mFullCache = true;
277 }
278 }
279}
280
282{
283 const auto constMCacheIndices = mCacheIndices;
284 for ( QgsAbstractCacheIndex *idx : constMCacheIndices )
285 {
286 idx->flushFeature( fid );
287 }
288}
289
290void QgsVectorLayerCache::onAttributeValueChanged( QgsFeatureId fid, int field, const QVariant &value )
291{
292 QgsCachedFeature *cachedFeat = mCache[ fid ];
293
294 if ( cachedFeat )
295 {
296 cachedFeat->mFeature->setAttribute( field, value );
297 }
298
299 emit attributeValueChanged( fid, field, value );
300}
301
302void QgsVectorLayerCache::onJoinAttributeValueChanged( QgsFeatureId fid, int field, const QVariant &value )
303{
304 const QgsVectorLayer *joinLayer = qobject_cast<const QgsVectorLayer *>( sender() );
305
306 const auto constVectorJoins = mLayer->vectorJoins();
307 for ( const QgsVectorLayerJoinInfo &info : constVectorJoins )
308 {
309 if ( joinLayer == info.joinLayer() )
310 {
311 const QgsFeature feature = mLayer->joinBuffer()->targetedFeatureOf( &info, joinLayer->getFeature( fid ) );
312
313 const QString fieldName = info.prefixedFieldName( joinLayer->fields().field( field ) );
314 const int fieldIndex = mLayer->fields().indexFromName( fieldName );
315
316 if ( feature.isValid() && fieldIndex != -1 )
317 {
318 onAttributeValueChanged( feature.id(), fieldIndex, value );
319 return;
320 }
321 }
322 }
323}
324
325void QgsVectorLayerCache::featureDeleted( QgsFeatureId fid )
326{
327 mCache.remove( fid );
328
329 if ( auto it = mCacheUnorderedKeys.find( fid ); it != mCacheUnorderedKeys.end() )
330 {
331 mCacheUnorderedKeys.erase( it );
332 if ( auto orderedIt = std::find( mCacheOrderedKeys.begin(), mCacheOrderedKeys.end(), fid ); orderedIt != mCacheOrderedKeys.end() )
333 mCacheOrderedKeys.erase( orderedIt );
334 }
335}
336
337void QgsVectorLayerCache::onFeatureAdded( QgsFeatureId fid )
338{
339 if ( mFullCache )
340 {
341 if ( cacheSize() <= mLayer->featureCount() )
342 {
343 setCacheSize( mLayer->featureCount() + 100 );
344 }
345
346 QgsFeature feat;
347 featureAtId( fid, feat );
348 }
349 emit featureAdded( fid );
350}
351
352void QgsVectorLayerCache::attributeAdded( int field )
353{
354 Q_UNUSED( field )
355 mCachedAttributes.append( field );
356 invalidate();
357}
358
359void QgsVectorLayerCache::attributeDeleted( int field )
360{
361 QgsAttributeList attrs = mCachedAttributes;
362 mCachedAttributes.clear();
363
364 const auto constAttrs = attrs;
365 for ( int attr : constAttrs )
366 {
367 if ( attr < field )
368 mCachedAttributes << attr;
369 else if ( attr > field )
370 mCachedAttributes << attr - 1;
371 }
372}
373
374void QgsVectorLayerCache::geometryChanged( QgsFeatureId fid, const QgsGeometry &geom )
375{
376 QgsCachedFeature *cachedFeat = mCache[ fid ];
377
378 if ( cachedFeat )
379 {
380 cachedFeat->mFeature->setGeometry( geom );
381 }
382}
383
384void QgsVectorLayerCache::layerDeleted()
385{
386 emit cachedLayerDeleted();
387 mLayer = nullptr;
388}
389
390void QgsVectorLayerCache::invalidate()
391{
392 if ( ! mCache.isEmpty() )
393 {
394 mCache.clear();
395 mCacheOrderedKeys.clear();
396 mCacheUnorderedKeys.clear();
397 mFullCache = false;
398 emit invalidated();
399 }
400}
401
402bool QgsVectorLayerCache::canUseCacheForRequest( const QgsFeatureRequest &featureRequest, QgsFeatureIterator &it )
403{
404 // check first for available indices
405 const auto constMCacheIndices = mCacheIndices;
406 for ( QgsAbstractCacheIndex *idx : constMCacheIndices )
407 {
408 if ( idx->getCacheIterator( it, featureRequest ) )
409 {
410 return true;
411 }
412 }
413
414 // no indexes available, but maybe we have already cached all required features anyway?
415 switch ( featureRequest.filterType() )
416 {
418 {
419 if ( mCache.contains( featureRequest.filterFid() ) )
420 {
421 it = QgsFeatureIterator( new QgsCachedFeatureIterator( this, featureRequest ) );
422 return true;
423 }
424 break;
425 }
427 {
428 if ( cachedFeatureIds().contains( featureRequest.filterFids() ) )
429 {
430 it = QgsFeatureIterator( new QgsCachedFeatureIterator( this, featureRequest ) );
431 return true;
432 }
433 break;
434 }
437 {
438 if ( mFullCache )
439 {
440 it = QgsFeatureIterator( new QgsCachedFeatureIterator( this, featureRequest ) );
441 return true;
442 }
443 break;
444 }
445
446 }
447 return false;
448}
449
451{
453 bool requiresWriterIt = true; // If a not yet cached, but cacheable request is made, this stays true.
454
455 if ( checkInformationCovered( featureRequest ) )
456 {
457 // If we have a full cache available, run on this
458 if ( mFullCache )
459 {
460 it = QgsFeatureIterator( new QgsCachedFeatureIterator( this, featureRequest ) );
461 requiresWriterIt = false;
462 }
463 else
464 {
465 // may still be able to satisfy request using cache
466 requiresWriterIt = !canUseCacheForRequest( featureRequest, it );
467 }
468 }
469 else
470 {
471 // Let the layer answer the request, so no caching of requests
472 // we don't want to cache is done
473 requiresWriterIt = false;
474 it = mLayer->getFeatures( featureRequest );
475 }
476
477 if ( requiresWriterIt && mLayer->dataProvider() )
478 {
479 // No index was able to satisfy the request
480 QgsFeatureRequest myRequest = QgsFeatureRequest( featureRequest );
481
482 // Make sure if we cache the geometry, it gets fetched
483 if ( mCacheGeometry && mLayer->isSpatial() )
484 myRequest.setFlags( featureRequest.flags() & ~( static_cast< int >( Qgis::FeatureRequestFlag::NoGeometry ) ) );
485
486 // Make sure all the cached attributes are requested as well if requesting a subset
487 if ( myRequest.flags().testFlag( Qgis::FeatureRequestFlag::SubsetOfAttributes ) )
488 {
489 if ( mCachedAttributes.count( ) != mLayer->fields().count() )
490 {
491 const QgsAttributeList requestSubset = featureRequest.subsetOfAttributes();
492 QSet<int> attrs( requestSubset.begin(), requestSubset.end() );
493 for ( int attr : std::as_const( mCachedAttributes ) )
494 attrs.insert( attr );
495 myRequest.setSubsetOfAttributes( attrs.values() );
496 }
497 else // we are already caching all attributes
498 {
500 myRequest.setFlags( myRequest.flags().setFlag( Qgis::FeatureRequestFlag::SubsetOfAttributes, false ) );
501 }
502 }
503
504 it = QgsFeatureIterator( new QgsCachedFeatureWriterIterator( this, myRequest ) );
505 }
506
507 return it;
508}
509
511{
512 return mCache.contains( fid );
513}
514
516{
517 const QList< QgsFeatureId > keys = mCache.keys();
518 return QgsFeatureIds( keys.begin(), keys.end() );
519}
520
522{
523 QgsAttributeList requestedAttributes;
524
525 if ( !featureRequest.flags().testFlag( Qgis::FeatureRequestFlag::SubsetOfAttributes ) )
526 {
527 requestedAttributes = mLayer->attributeList();
528 }
529 else
530 {
531 requestedAttributes = featureRequest.subsetOfAttributes();
532 }
533
534 // Check if we even cache the information requested
535 const auto constRequestedAttributes = requestedAttributes;
536 for ( int attr : constRequestedAttributes )
537 {
538 if ( !mCachedAttributes.contains( attr ) )
539 {
540 return false;
541 }
542 }
543
544 // If the request needs geometry but we don't cache this...
545 return !( !featureRequest.flags().testFlag( Qgis::FeatureRequestFlag::NoGeometry )
546 && !mCacheGeometry );
547}
548
549void QgsVectorLayerCache::connectJoinedLayers() const
550{
551 const auto constVectorJoins = mLayer->vectorJoins();
552 for ( const QgsVectorLayerJoinInfo &info : constVectorJoins )
553 {
554 const QgsVectorLayer *vl = info.joinLayer();
555 if ( vl )
556 connect( vl, &QgsVectorLayer::attributeValueChanged, this, &QgsVectorLayerCache::onJoinAttributeValueChanged );
557 }
558}
559
560bool QgsVectorLayerCache::QgsCachedFeature::allAttributesFetched() const
561{
562 return mAllAttributesFetched;
563}
564
@ Fid
Filter using feature ID.
@ Fids
Filter using feature IDs.
@ Expression
Filter using expression.
@ NoFilter
No filter is applied.
@ SubsetOfAttributes
Fetch only a subset of attributes (setSubsetOfAttributes sets this flag)
@ NoGeometry
Geometry is not required. It may still be returned if e.g. required for a filter condition.
@ NoFlags
No flags are set.
@ NoFilter
No spatial filtering of features.
QFlags< FeatureRequestFlag > FeatureRequestFlags
Flags for controlling feature requests.
Definition qgis.h:2045
WkbType
The WKB type describes the number of dimensions a geometry has.
Definition qgis.h:256
Abstract base class for cache indices.
This class represents a coordinate reference system (CRS).
Wrapper for iterator of features from vector data provider or vector layer.
bool nextFeature(QgsFeature &f)
Fetch next feature and stores in f, returns true on success.
bool close()
Call to end the iteration.
This class wraps a request for features to a vector layer (or directly its vector data provider).
QgsFeatureRequest & setFlags(Qgis::FeatureRequestFlags flags)
Sets flags that affect how features will be fetched.
QgsRectangle filterRect() const
Returns the rectangle from which features will be taken.
Qgis::FeatureRequestFilterType filterType() const
Returns the attribute/ID filter type which is currently set on this request.
Qgis::FeatureRequestFlags flags() const
Returns the flags which affect how features are fetched.
QgsFeatureRequest & setSubsetOfAttributes(const QgsAttributeList &attrs)
Set a subset of attributes that will be fetched.
Qgis::SpatialFilterType spatialFilterType() const
Returns the spatial filter type which is currently set on this request.
QgsAttributeList subsetOfAttributes() const
Returns the subset of attributes which at least need to be fetched.
const QgsFeatureIds & filterFids() const
Returns the feature IDs that should be fetched.
QgsFeatureId filterFid() const
Returns the feature ID that should be fetched.
The feature class encapsulates a single feature including its unique ID, geometry and a list of field...
Definition qgsfeature.h:58
QgsFeatureId id
Definition qgsfeature.h:66
bool isValid() const
Returns the validity of this feature.
Container of fields for a vector layer.
Definition qgsfields.h:46
int count
Definition qgsfields.h:50
Q_INVOKABLE int indexFromName(const QString &fieldName) const
Gets the field index from the field name.
QgsField field(int fieldIdx) const
Returns the field at particular index (must be in range 0..N-1).
A geometry is the spatial representation of a feature.
QgsCoordinateReferenceSystem crs
Definition qgsmaplayer.h:83
void dataChanged()
Data of layer changed.
bool contains(const QgsRectangle &rect) const
Returns true when rectangle contains other rectangle.
bool isFidCached(QgsFeatureId fid) const
Check if a certain feature id is cached.
void setFullCache(bool fullCache)
This enables or disables full caching.
void finished()
When filling the cache, this signal gets emitted once the cache is fully initialized.
void featureRemoved(QgsFeatureId fid)
Gets called, whenever a feature has been removed.
void setCacheAddedAttributes(bool cacheAddedAttributes)
If this is enabled, the subset of cached attributes will automatically be extended to also include ne...
void invalidated()
The cache has been invalidated and cleared.
void setCacheSize(int cacheSize)
Sets the maximum number of features to keep in the cache.
void setCacheSubsetOfAttributes(const QgsAttributeList &attributes)
Set the list (possibly a subset) of attributes to be cached.
void featureAdded(QgsFeatureId fid)
Emitted when a new feature has been added to the layer and this cache.
QgsFields fields() const
Returns the fields associated with features in the cache.
void cachedLayerDeleted()
Is emitted when the cached layer is deleted.
friend class QgsCachedFeatureWriterIterator
void requestCompleted(const QgsFeatureRequest &featureRequest, const QgsFeatureIds &fids)
Gets called, whenever the full list of feature ids for a certain request is known.
void attributeValueChanged(QgsFeatureId fid, int field, const QVariant &value)
Emitted when an attribute is changed.
bool removeCachedFeature(QgsFeatureId fid)
Removes the feature identified by fid from the cache if present.
void progress(int i, bool &cancel)
When filling the cache, this signal gets emitted periodically to notify about the progress and to be ...
QgsVectorLayer * layer()
Returns the layer to which this cache belongs.
long long featureCount() const
Returns the number of features contained in the source, or -1 if the feature count is unknown.
QgsCoordinateReferenceSystem sourceCrs() const
Returns the coordinate reference system for features in the cache.
bool checkInformationCovered(const QgsFeatureRequest &featureRequest)
Checks if the information required to complete the request is cached.
QgsFeatureIds cachedFeatureIds() const
Returns the set of feature IDs for features which are cached.
bool featureAtIdWithAllAttributes(QgsFeatureId featureId, QgsFeature &feature, bool skipCache=false)
Gets the feature at the given feature id with all attributes, if the cached feature already contains ...
bool cacheGeometry() const
Returns true if the cache will fetch and cache feature geometries.
Qgis::WkbType wkbType() const
Returns the geometry type for features in the cache.
int cacheSize()
Returns the maximum number of features this cache will hold.
friend class QgsCachedFeatureIterator
QgsAttributeList cacheSubsetOfAttributes() const
Returns the list (possibly a subset) of cached attributes.
void addCacheIndex(QgsAbstractCacheIndex *cacheIndex)
Adds a QgsAbstractCacheIndex to this cache.
QgsVectorLayerCache(QgsVectorLayer *layer, int cacheSize, QObject *parent=nullptr)
void setCacheGeometry(bool cacheGeometry)
Enable or disable the caching of geometries.
QgsFeatureIterator getFeatures(const QgsFeatureRequest &featureRequest=QgsFeatureRequest())
Query this VectorLayerCache for features.
bool featureAtId(QgsFeatureId featureId, QgsFeature &feature, bool skipCache=false)
Gets the feature at the given feature id.
QgsFeature targetedFeatureOf(const QgsVectorLayerJoinInfo *info, const QgsFeature &feature) const
Returns the targeted feature corresponding to the joined feature.
Defines left outer join from our vector layer to some other vector layer.
Represents a vector layer which manages a vector based data sets.
Q_INVOKABLE QgsAttributeList attributeList() const
Returns list of attribute indexes.
void attributeAdded(int idx)
Will be emitted, when a new attribute has been added to this vector layer.
long long featureCount(const QString &legendKey) const
Number of features rendered with specified legend key.
bool isSpatial() const FINAL
Returns true if this is a geometry layer and false in case of NoGeometry (table only) or UnknownGeome...
QgsFeatureIterator getFeatures(const QgsFeatureRequest &request=QgsFeatureRequest()) const FINAL
Queries the layer for features specified in request.
Q_INVOKABLE Qgis::WkbType wkbType() const FINAL
Returns the WKBType or WKBUnknown in case of error.
void attributeDeleted(int idx)
Will be emitted, when an attribute has been deleted from this vector layer.
QgsVectorDataProvider * dataProvider() FINAL
Returns the layer's data provider, it may be nullptr.
QgsVectorLayerJoinBuffer * joinBuffer()
Returns the join buffer object.
void attributeValueChanged(QgsFeatureId fid, int idx, const QVariant &value)
Emitted whenever an attribute value change is done in the edit buffer.
QgsRectangle extent() const FINAL
Returns the extent of the layer.
void updatedFields()
Emitted whenever the fields available from this layer have been changed.
void featureAdded(QgsFeatureId fid)
Emitted when a new feature has been added to the layer.
void featureDeleted(QgsFeatureId fid)
Emitted when a feature has been deleted.
const QList< QgsVectorLayerJoinInfo > vectorJoins() const
void geometryChanged(QgsFeatureId fid, const QgsGeometry &geometry)
Emitted whenever a geometry change is done in the edit buffer.
Q_INVOKABLE QgsFeature getFeature(QgsFeatureId fid) const
Queries the layer for the feature with the given id.
QSet< QgsFeatureId > QgsFeatureIds
qint64 QgsFeatureId
64 bit feature ids negative numbers are used for uncommitted/newly added features
QList< int > QgsAttributeList
Definition qgsfield.h:27