diff scripts/merge-features.py @ 828:14e4ad7c7420

work on merging data for synchronized views
author Nicolas Saunier <nicolas.saunier@polymtl.ca>
date Tue, 28 Jun 2016 17:18:45 -0400
parents
children 0ddcc41663f5
line wrap: on
line diff
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/scripts/merge-features.py	Tue Jun 28 17:18:45 2016 -0400
@@ -0,0 +1,48 @@
+#! /usr/bin/env python
+
+import sys, argparse, os.path
+import cvutils, utils, moving
+from metadata import createDatabase, Site, VideoSequence
+from datetime import datetime, timedelta
+
+parser = argparse.ArgumentParser(description='The program merges feature trajectories recorded from the same site synchronously between start and end time.')
+parser.add_argument('-i', dest = 'metadataFilename', help = 'name of the metadata file', required = True)
+parser.add_argument('-n', dest = 'siteId', help = 'site id or site name', required = True)
+parser.add_argument('--t1', dest = 'startTime', help = 'time to start merging features (format %Y-%m-%d %H:%M:%S, eg 2011-06-22 10:00:39)') # if not provided, take common time interval
+parser.add_argument('--t2', dest = 'endTime', help = 'time to stop merging features (format %Y-%m-%d %H:%M:%S, eg 2011-06-22 10:00:39)')
+
+args = parser.parse_args()
+
+session = createDatabase(args.metadataFilename)
+
+site = Site.getSite(session, args.siteId)
+if site is None:
+    print('Site {} was not found in {}. Exiting'.format(args.siteId, args.metadataFilename))
+    sys.exit()
+else:
+    site = site[0]
+
+startTime = datetime.strptime(args.startTime, utils.datetimeFormat)
+endTime = datetime.strptime(args.endTime, utils.datetimeFormat)
+processInterval = moving.TimeInterval(startTime, endTime)
+videoSequences = session.query(VideoSequence).filter(VideoSequence.site == site).order_by(VideoSequence.startTime.asc()).all() #.order_by(VideoSequence.cameraViewIdx) .filter(VideoSequence.startTime <= startTime)
+#timeIntervals = [v.intersection(startTime, endTime) for v in videoSequences]
+
+cameraViews = set([v.cameraView for v in videoSequences])
+
+videoSequences = {cv: [v for v in videoSequences if v.cameraView == cv] for cv in cameraViews}
+timeIntervals = {}
+for cv in videoSequences:
+    timeIntervals[cv] = moving.TimeInterval.unionIntervals([v.getTimeInterval() for v in videoSequences[cv]])
+
+commonTimeInterval = timeIntervals.values()[0]
+for inter in timeIntervals.values()[1:]:
+    commonTimeInterval = moving.TimeInterval.intersection(commonTimeInterval, inter)
+commonTimeInterval = moving.TimeInterval.intersection(commonTimeInterval, processInterval)
+
+# for all camera view, for all video, select from positions and velocities where frame_number is in the right range and insert in new database
+
+# should we save the information of the new "sequence" in the metadata?
+#session.add(VideoSequence('merged', , timedelta(seconds = 31616./30.), laurierSite, laurierCameraViewSpot0))
+
+#session.commit()