def get_ground_truth_sections(username, section_collection):
"""
Returns all of the routes associated with a username's ground truthed sections
"""
ground_cluster_collection = edb.get_groundClusters_db()
clusters = ground_cluster_collection.find_one(
{"clusters": {
"$exists": True
}})["clusters"]
ground_truth_sections = []
get_username = lambda x: x[0].split("_")[0]
clusters = [
x for x in list(clusters.items()) if username == get_username(x)
]
for key, section_ids in clusters:
ground_truth_sections.extend(section_ids)
ground_truth_section_data = {}
for section_id in ground_truth_sections:
section_data = section_collection.find_one({'_id': section_id})
if section_data is not None:
ground_truth_section_data[section_data['_id']] = getRoute(
section_data['_id'])
else:
logging.debug("%s not found" % section_id)
return ground_truth_section_data
def update_db_with_clusters(user, infile_path):
"""
Updates the groundClusters collection with the sections
stored in the KML file path
infile kmls must be of format some_name_for_cluster_X.kml where X is number
This is checked in check_named_clusters
Currently this is very inefficient. It replaces a dictionary of
ground truth clusters each time the code is run rather than
inserting new ground truth entries, but we may not even be using this.
"""
gc_db = edb.get_groundClusters_db()
cluster_name = infile_path.split("/")[-1].split(".")[0][:-2]
cluster_name = "%s_%s" % (user, cluster_name)
cluster_sids = etmu.get_kml_section_ids(infile_path)
if (gc_db.count() == 0):
gc_db.insert({"clusters": {}})
x = gc_db.find_one({"clusters": {"$exists": True}})["clusters"]
if (cluster_name in x.keys()):
x[cluster_name] += cluster_sids
else:
x[cluster_name] = cluster_sids
gc_db.remove({"clusters": {"$exists": True}})
gc_db.insert({"clusters": x})
def update_db_with_clusters(user, infile_path):
"""
Updates the groundClusters collection with the sections
stored in the KML file path
infile kmls must be of format some_name_for_cluster_X.kml where X is number
This is checked in check_named_clusters
Currently this is very inefficient. It replaces a dictionary of
ground truth clusters each time the code is run rather than
inserting new ground truth entries, but we may not even be using this.
"""
gc_db = edb.get_groundClusters_db();
cluster_name = infile_path.split("/")[-1].split(".")[0][:-2]
cluster_name = "%s_%s" % (user, cluster_name)
cluster_sids = etmu.get_kml_section_ids(infile_path)
if(gc_db.count() == 0):
gc_db.insert({"clusters":{}})
x = gc_db.find_one({"clusters":{"$exists":True}})["clusters"]
if(cluster_name in x.keys()):
x[cluster_name] += cluster_sids
else:
x[cluster_name] = cluster_sids
gc_db.remove({"clusters":{"$exists":True}})
gc_db.insert({"clusters":x})
def update_db_with_clusters_dict(user, clusters):
"""
Updates the groundClusters collection with the sections
represented in the clusters dict
Currently this is very inefficient. It replaces a dictionary of
ground truth clusters each time the code is run rather than
inserting new ground truth entries, but we may not even be using this.
"""
gc_db = edb.get_groundClusters_db()
assert (clusters != {}), "clusters must be nonempty"
if (gc_db.count() == 0):
gc_db.insert({"clusters": {}})
x = gc_db.find_one({"clusters": {"$exists": True}})["clusters"]
for name, sections in clusters.items():
x[name] = sections # There is likely better way to merge dictionaries
gc_db.remove({"clusters": {"$exists": True}})
gc_db.insert({"clusters": x})
def update_db_with_clusters_dict(user, clusters):
"""
Updates the groundClusters collection with the sections
represented in the clusters dict
Currently this is very inefficient. It replaces a dictionary of
ground truth clusters each time the code is run rather than
inserting new ground truth entries, but we may not even be using this.
"""
gc_db = edb.get_groundClusters_db();
assert (clusters != {}), "clusters must be nonempty"
if(gc_db.count() == 0):
gc_db.insert({"clusters":{}})
x = gc_db.find_one({"clusters":{"$exists":True}})["clusters"]
for name, sections in clusters.items():
x[name] = sections # There is likely better way to merge dictionaries
gc_db.remove({"clusters":{"$exists":True}})
gc_db.insert({"clusters":x})
def get_ground_truth_sections(username, section_collection):
"""
Returns all of the routes associated with a username's ground truthed sections
"""
ground_cluster_collection = edb.get_groundClusters_db()
clusters = ground_cluster_collection.find_one({"clusters":{"$exists":True}})["clusters"]
ground_truth_sections = []
get_username = lambda x: x[0].split("_")[0]
clusters = filter(lambda x: username == get_username(x), clusters.items())
for key, section_ids in clusters:
ground_truth_sections.extend(section_ids)
ground_truth_section_data = {}
for section_id in ground_truth_sections:
section_data = section_collection.find_one({'_id' : section_id})
if section_data is not None:
ground_truth_section_data[section_data['_id']] = getRoute(section_data['_id'])
else:
logging.debug("%s not found" % section_id)
return ground_truth_section_data