How to use _findBitmap method in fMBT

Best Python code snippet using fMBT_python

fmbtgti.py

Source:fmbtgti.py Github

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...493 """494 This is an abstract interface for OIR (optical image recognition)495 engines that can be plugged into fmbtgti.GUITestInterface496 instances and Screenshots.497 To implement an OIR engine, you need to override _findBitmap() at498 minimum. See _findBitmap documentation in this class for499 requirements.500 This base class provides full set of OIR parameters to501 _findBitmap. The parameters are combined from502 - OirEngine find defaults, specified when OirEngine is503 instantiated.504 - Screenshot instance find defaults.505 - bitmap / bitmap directory find defaults (read from the506 .fmbtoirrc that is in the same directory as the bitmap).507 - ...Bitmap() method parameters.508 The latter in the list override the former.509 For efficient caching of results and freeing cached results, you510 can override _addScreenshot() and _removeScreenshot(). Every511 screenshot is added before findBitmap().512 A typical usage of OirEngine instance:513 - oe.addScreenshot(ss)514 - oe.findBitmap(ss, bmpFilename1, <engine/screenshot/find-specific-args>)515 - oe.findBitmap(ss, bmpFilename2, <engine/screenshot/find-specific-args>)516 - oe.removeScreenshot(ss)517 Note that there may be several screenshots added before they are518 removed. ss is a Screenshot instance. Do not keep references to519 Screenshot intances, otherwise garbage collector will not remove520 them.521 """522 def __init__(self, *args, **kwargs):523 super(OirEngine, self).__init__(*args, **kwargs)524 self._ssFindBitmapDefaults = {}525 self._findBitmapDefaults = {}526 oirArgs, _ = _takeOirArgs(self, kwargs)527 self._setFindBitmapDefaults(oirArgs)528 def addScreenshot(self, screenshot, **findBitmapDefaults):529 """530 Prepare for finding bitmap from the screenshot.531 Parameters:532 screenshot (fmbtgti.Screenshot)533 screenshot object to be searched from.534 other parameters (optional)535 findBitmap defaults for this screenshot.536 Notice that there may be many screenshots simultaneously.537 Do not keep reference to the screenshot object.538 """539 self.setScreenshotFindBitmapDefaults(screenshot, **findBitmapDefaults)540 return self._addScreenshot(screenshot, **findBitmapDefaults)541 def _addScreenshot(self, screenshot, **findBitmapDefaults):542 pass543 def removeScreenshot(self, screenshot):544 """545 OIR queries on the screenshot will not be made anymore.546 """547 self._removeScreenshot(screenshot)548 try:549 del self._ssFindBitmapDefaults[id(screenshot)]550 except KeyError:551 raise KeyError('screenshot "%s" does not have findBitmapDefaults. '552 'If OirEngine.addScreenshot() is overridden, it '553 '*must* call parent\'s addScreenshot.' % (screenshot.filename(),))554 def _removeScreenshot(self, screenshot):555 pass556 def setFindBitmapDefaults(self, **findBitmapDefaults):557 return self._setFindBitmapDefaults(findBitmapDefaults, screenshot=None)558 def setScreenshotFindBitmapDefaults(self, screenshot, **findBitmapDefaults):559 return self._setFindBitmapDefaults(findBitmapDefaults, screenshot=screenshot)560 def _setFindBitmapDefaults(self, defaults, screenshot=None):561 """562 Set default values for optional arguments for findBitmap().563 Parameters:564 defaults (dictionary)565 Default keyword arguments and their values.566 screenshot (optional, fmbtgti.Screenshot instance)567 Use the defaults for findBitmap on this screenshot. If568 the defaults are None, make them default for all569 screenshots. Screenshot-specific defaults override570 engine default.571 """572 if screenshot == None:573 self._findBitmapDefaults.update(defaults)574 else:575 ssid = id(screenshot)576 if not ssid in self._ssFindBitmapDefaults:577 self._ssFindBitmapDefaults[ssid] = self._findBitmapDefaults.copy()578 self._ssFindBitmapDefaults[ssid].update(defaults)579 def findBitmapDefaults(self, screenshot=None):580 if screenshot == None:581 return self._findBitmapDefaults582 elif id(screenshot) in self._ssFindBitmapDefaults:583 return self._ssFindBitmapDefaults[id(screenshot)]584 else:585 return None586 def _findBitmapArgNames(self):587 """588 Returns names of optional findBitmap arguments.589 """590 return inspect.getargspec(self._findBitmap).args[3:]591 def __oirArgs(self, screenshot, bitmap, **priorityArgs):592 oirArgs = {}593 oirArgs.update(self._findBitmapDefaults)594 ssId = id(screenshot)595 if ssId in self._ssFindBitmapDefaults:596 oirArgs.update(self._ssFindBitmapDefaults[ssId])597 oirArgs.update(priorityArgs)598 return oirArgs599 def findBitmap(self, screenshot, bitmap, **kwargs):600 """601 Return list of fmbtgti.GUIItems that match to bitmap.602 """603 oirArgs = self.__oirArgs(screenshot, bitmap, **kwargs)604 return self._findBitmap(screenshot, bitmap, **oirArgs)605 def _findBitmap(self, screenshot, bitmap, **kwargs):606 """607 Find appearances of bitmap from the screenshot.608 Parameters:609 screenshot (fmbtgti.Screenshot)610 Screenshot from which bitmap is to be searched611 for. Use Screenshot.filename() to get the filename.612 bitmap (string)613 bitmap to be searched for.614 other arguments (engine specific)615 kwargs contain keyword arguments given to616 findBitmap(screenshot, bitmap, ...), already extended617 first with screenshot-specific findBitmapDefaults, then618 with engine-specific findBitmapDefaults.619 _findBitmap *must* define all engine parameters as620 explicit keyword arguments:621 def _findBitmap(self, screenshot, bitmap, engArg1=42):622 ...623 Returns list of fmbtgti.GUIItems.624 """625 raise NotImplementedError("_findBitmap needed but not implemented.")626class _Eye4GraphicsOirEngine(OirEngine):627 """OIR engine parameters that can be used in all628 ...Bitmap() methods (swipeBitmap, tapBitmap, findItemsByBitmap, ...):629 colorMatch (float, optional):630 required color matching accuracy. The default is 1.0631 (exact match). For instance, 0.75 requires that every632 pixel's every RGB component value on the bitmap is at633 least 75 % match with the value of corresponding pixel's634 RGB component in the screenshot.635 opacityLimit (float, optional):636 threshold for comparing pixels with non-zero alpha637 channel. Pixels less opaque than the given threshold are638 skipped in match comparison. The default is 0, that is,639 alpha channel is ignored.640 area ((left, top, right, bottom), optional):641 search bitmap from the given area only. Left, top right642 and bottom are either absolute coordinates (integers) or643 floats in range [0.0, 1.0]. In the latter case they are644 scaled to screenshot dimensions. The default is (0.0,645 0.0, 1.0, 1.0), that is, search everywhere in the646 screenshot.647 limit (integer, optional):648 number of returned matches is limited to the limit. The649 default is -1: all matches are returned. Applicable in650 findItemsByBitmap.651 allowOverlap (boolean, optional):652 allow returned icons to overlap. If False, returned list653 contains only non-overlapping bounding boxes. The654 default is False.655 scale (float or pair of floats, optional):656 scale to be applied to the bitmap before657 matching. Single float is a factor for both X and Y658 axis, pair of floats is (xScale, yScale). The default is659 1.0.660 bitmapPixelSize (integer, optional):661 size of pixel rectangle on bitmap for which there must662 be same color on corresponding screenshot rectangle. If663 scale is 1.0, default is 1 (rectangle is 1x1). If scale664 != 1.0, the default is 2 (rectangle is 2x2).665 screenshotPixelSize (integer, optional):666 size of pixel rectangle on screenshot in which there667 must be a same color pixel as in the corresponding668 rectangle on bitmap. The default is scale *669 bitmapPixelSize.670 If unsure about parameters, but you have a bitmap that should be671 detected in a screenshot, try obj.oirEngine().adjustParameters().672 Example:673 d.enableVisualLog("params.html")674 screenshot = d.refreshScreenshot()675 results = d.oirEngine().adjustParameters(screenshot, "mybitmap.png")676 if results:677 item, params = results[0]678 print "found %s with parameters:" % (item,)679 print "\n".join(sorted([" %s = %s" % (k, params[k]) for k in params]))680 print "verify:", d.verifyBitmap("mybitmap.png", **params)681 Notice, that you can force refreshScreenshot to load old screenshot:682 d.refreshScreenshot("old.png")683 """684 def __init__(self, *args, **engineDefaults):685 engineDefaults["colorMatch"] = engineDefaults.get("colorMatch", 1.0)686 engineDefaults["opacityLimit"] = engineDefaults.get("opacityLimit", 0.0)687 engineDefaults["area"] = engineDefaults.get("area", (0.0, 0.0, 1.0, 1.0))688 engineDefaults["limit"] = engineDefaults.get("limit", -1)689 engineDefaults["allowOverlap"] = engineDefaults.get("allowOverlap", False)690 engineDefaults["scale"] = engineDefaults.get("scale", 1.0)691 engineDefaults["bitmapPixelSize"] = engineDefaults.get("bitmapPixelSize", 0)692 engineDefaults["screenshotPixelSize"] = engineDefaults.get("screenshotPixelSize", 0)693 OirEngine.__init__(self, *args, **engineDefaults)694 self._openedImages = {}695 self._findBitmapCache = {}696 def _addScreenshot(self, screenshot, **findBitmapDefaults):697 filename = screenshot.filename()698 self._openedImages[filename] = eye4graphics.openImage(filename)699 # make sure size() is available, this can save an extra700 # opening of the screenshot file.701 if screenshot.size(allowReadingFile=False) == None:702 screenshot.setSize(_e4gImageDimensions(self._openedImages[filename]))703 self._findBitmapCache[filename] = {}704 def _removeScreenshot(self, screenshot):705 filename = screenshot.filename()706 eye4graphics.closeImage(self._openedImages[filename])707 del self._openedImages[filename]708 del self._findBitmapCache[filename]709 def adjustParameters(self, screenshot, bitmap,710 scaleRange = [p/100.0 for p in range(110,210,10)],711 colorMatchRange = [p/100.0 for p in range(100,60,-10)],712 pixelSizeRange = range(2,5),713 resultCount = 1,714 **oirArgs):715 """716 Search for scale, colorMatch, bitmapPixelSize and717 screenshotPixelSize parameters that find the bitmap in the718 screenshot.719 Parameters:720 screenshot (Screenshot instance):721 screenshot that contains the bitmap.722 bitmap (string):723 bitmap filename.724 scaleRange (list of floats, optional):725 scales to go through.726 The default is: 1.1, 1.2, ... 2.0.727 colorMatchRange (list of floats, optional):728 colorMatches to try out.729 The default is: 1.0, 0.9, ... 0.7.730 pixelSizeRange (list of integers, optional):731 values for bitmapPixelSize and screenshotPixelSize.732 The default is: [2, 3]733 resultCount (integer, optional):734 number of parameter combinations to be found.735 The default is 1. 0 is unlimited.736 other OIR parameters: as usual, refer to engine documentation.737 Returns list of pairs: (GUIItem, findParams), where738 GUIItem is the detected item (GUIItem.bbox() is the box around it),739 and findParams is a dictionary containing the parameters.740 """741 if not screenshot.filename() in self._findBitmapCache:742 self.addScreenshot(screenshot)743 ssAdded = True744 else:745 ssAdded = False746 retval = []747 for colorMatch in colorMatchRange:748 for pixelSize in pixelSizeRange:749 for scale in scaleRange:750 findParams = oirArgs.copy()751 findParams.update({"colorMatch": colorMatch,752 "limit": 1,753 "scale": scale,754 "bitmapPixelSize": pixelSize,755 "screenshotPixelSize": pixelSize})756 results = self.findBitmap(screenshot, bitmap,757 **findParams)758 if results:759 retval.append((results[0], findParams))760 if len(retval) == resultCount:761 return retval762 if ssAdded:763 self.removeScreenshot(screenshot)764 return retval765 def _findBitmap(self, screenshot, bitmap, colorMatch=None,766 opacityLimit=None, area=None, limit=None,767 allowOverlap=None, scale=None,768 bitmapPixelSize=None, screenshotPixelSize=None):769 """770 Find items on the screenshot that match to bitmap.771 """772 ssFilename = screenshot.filename()773 ssSize = screenshot.size()774 cacheKey = (bitmap, colorMatch, opacityLimit, area, limit,775 scale, bitmapPixelSize, screenshotPixelSize)776 if cacheKey in self._findBitmapCache[ssFilename]:777 return self._findBitmapCache[ssFilename][cacheKey]778 self._findBitmapCache[ssFilename][cacheKey] = []779 e4gIcon = eye4graphics.openImage(bitmap)...

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matcher4fmbt.py

Source:matcher4fmbt.py Github

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...113 engineDefaults["features"] = engineDefaults.get("features", 10000)114 engineDefaults["nlevels"] = engineDefaults.get("nlevels", 16)115 engineDefaults["edgeThreshold"] = engineDefaults.get("edgeThreshold", 9)116 super(MatcherOirEngine, self).__init__(*args, **engineDefaults)117 def _findBitmap(self, screenshot, bitmap,118 match=None, area=None, limit=None,119 method=None, scale=None, features=None,120 nlevels=None, edgeThreshold=None):121 if scale != None and scale > 0:122 scale_invariant = True123 else:124 scale_invariant = False125 mconfig = MatcherWrapper.MatcherConfig(126 useOCR = False,127 useOIR = True,128 nfeatures = features,129 scaleFactor = scale,130 nlevels = nlevels,131 edgeThreshold = edgeThreshold,...

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