In [53]:
from pymongo import MongoClient
import json, importlib, sys, datetime
import DataStructsHelperAPI as DS, GetPropertiesAPI as GP
import mongod_helper as MH
import MarkRecapHelper as MR
importlib.reload(MR)
Out[53]:
<module 'MarkRecapHelper' from '/Users/sreejithmenon/Google Drive/CodeBase/AWESOME/script/MarkRecapHelper.py'>
In [2]:
client = md.mongod_instance()
tbl = md.mongod_table(client, 'ibeis_gid_annot_tab', "GZC")
In [38]:
def create_data(map_fl_nm, doc_nm, source):
map_obj = DS.flipKeyValue(json_loader(map_fl_nm))
data_dct = json_loader(doc_nm)
ld_rdy_doc = {}
for key in map_obj.keys():
inner_dct = data_dct.get(key)
inner_dct.update({"_id" : key})
inner_dct.update({"gid" : map_obj[key]})
inner_dct.update({"source" : source})
ld_rdy_doc[key] = inner_dct
return ld_rdy_doc
def json_loader(doc_nm):
with open(doc_nm, "r") as doc:
return json.load(doc)
def add_bty_data(client, map_fl_nm, doc_nm, source):
bty_tbl_obj = md.mongod_table(client, 'beauty_tab')
doc_ld_rdy = create_data(map_fl_nm, doc_nm, source)
bty_tbl_obj.add_data(doc_ld_rdy)
return doc_ld_rdy
In [39]:
client = md.mongod_instance()
# Load all giraffe flickr data
add_bty_data(client, "../data/Flickr_Giraffes_imgs_gid_flnm_map.json",
"../data/Flickr_Bty_Giraffe.json",
"flickr_giraffe")
Data added successfully
Out[39]:
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...}
In [56]:
bty = json_loader("../data/Flickr_Beauty_features.json")
mapfl = json_loader("../data/flickr_imgs_gid_flnm_map.json")
In [45]:
import re
new_exif = {}
for key in mapfl.keys():
short_key = re.findall(r'(.*)_.*_b.jpg', key)[0]
new_exif[key] = exifs[short_key]
In [57]:
mod_exifs = {}
for key in bty.keys():
mod_exifs[mapfl[key]] = bty[key]
In [59]:
with open("../data/Flickr_Beauty_features.json", "w") as fl:
json.dump(mod_exifs, fl, indent=4)
In [61]:
len(mod_exifs)
Out[61]:
5383
In [62]:
tbl = md.mongod_table(client, "exif_tab")
In [64]:
tbl.tbl.count()
Out[64]:
3418
In [68]:
client.db.collection_names()
Out[68]:
['beauty_tab', 'exif_tab']
In [75]:
client.reset()
In [55]:
zebras = DS.json_loader("../data/Flickr_EXIF_full.json")
giraffes = DS.json_loader("../data/Flickr_Giraffe_EXIF.json")
In [78]:
len(set(giraffes.keys()))
Out[78]:
5383
In [79]:
len(set(zebras.keys()))
Out[79]:
2326
In [10]:
mongo_inst = md.mongod_instance()
In [41]:
import DB_Setup as db, re
import SocialMediaImageExtracts as SE
importlib.reload(db)
Out[41]:
<module 'DB_Setup' from '/Users/sreejithmenon/Google Drive/CodeBase/AWESOME/script/DB_Setup.py'>
In [29]:
db.create_data(None, "../data/GZC_beauty_features.json", "GZC")
No map file found
Out[29]:
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'7422.jpeg': {'_id': '7422.jpeg',
'arousal': -0.05380636657140303,
'contrast': 1.5422680335412202,
'dominance': 0.6095743320967537,
'gid': '7422.jpeg',
'hsv_itten_std_h': 42143.05134894719,
'hsv_itten_std_s': 44915.27155433884,
'hsv_itten_std_v': 53611.86322074621,
'pleasure': 0.5346195320340091,
'source': 'GZC',
'symmetry': 13.042837185746233},
'3821.jpeg': {'_id': '3821.jpeg',
'arousal': -0.1352554290169387,
'contrast': 1.2344391514886413,
'dominance': 0.5775718913143866,
'gid': '3821.jpeg',
'hsv_itten_std_h': 36807.93480125356,
'hsv_itten_std_s': 63017.26824609267,
'hsv_itten_std_v': 67927.35596208644,
'pleasure': 0.5146881429883017,
'source': 'GZC',
'symmetry': 13.312805318274146},
'1434.jpeg': {'_id': '1434.jpeg',
'arousal': -0.04018301683584921,
'contrast': 2.4903181285002574,
'dominance': 0.35986907296498877,
'gid': '1434.jpeg',
'hsv_itten_std_h': 26749.967442347788,
'hsv_itten_std_s': 75880.36629326455,
'hsv_itten_std_v': 39166.24905025584,
'pleasure': 0.3164313340888312,
'source': 'GZC',
'symmetry': 17.126146254775648},
'8018.jpeg': {'_id': '8018.jpeg',
'arousal': -0.07008580618634028,
'contrast': 1.5934649140598678,
'dominance': 0.5844484570105314,
'gid': '8018.jpeg',
'hsv_itten_std_h': 41723.66846487335,
'hsv_itten_std_s': 53786.4505317092,
'hsv_itten_std_v': 51301.418329970824,
'pleasure': 0.5143689574604936,
'source': 'GZC',
'symmetry': 9.279933430302254},
'2872.jpeg': {'_id': '2872.jpeg',
'arousal': -0.014556528602071211,
'contrast': 2.0421061381534167,
'dominance': 0.47224290617464715,
'gid': '2872.jpeg',
'hsv_itten_std_h': 43213.95341592034,
'hsv_itten_std_s': 69892.23845893047,
'hsv_itten_std_v': 61569.42410536797,
'pleasure': 0.4115557624108175,
'source': 'GZC',
'symmetry': 6.582125102884876},
'3053.jpeg': {'_id': '3053.jpeg',
'arousal': 0.0517139814038273,
'contrast': 1.9213250479815462,
'dominance': 0.5300434907603999,
'gid': '3053.jpeg',
'hsv_itten_std_h': 45612.550487776934,
'hsv_itten_std_s': 37803.65452704275,
'hsv_itten_std_v': 57130.399216762584,
'pleasure': 0.45535861282676454,
'source': 'GZC',
'symmetry': 9.210474649389548},
'50.jpeg': {'_id': '50.jpeg',
'arousal': 0.16992828276555585,
'contrast': 4.987316078578181,
'dominance': 0.29030372579800234,
'gid': '50.jpeg',
'hsv_itten_std_h': 41048.974024937575,
'hsv_itten_std_s': 29008.588314497483,
'hsv_itten_std_v': 76109.78715425938,
'pleasure': 0.23572820717500526,
'source': 'GZC',
'symmetry': 8.469602559066454},
...}
In [35]:
bty = DS.json_loader("../data/GZC_beauty_features.json")
new_bty = {re.findall(r'(.*).jpeg', key)[0] : bty[key] for key in bty.keys()}
In [37]:
with open("../data/GZC_beauty_features.json", "w") as fl:
json.dump(new_bty, fl, indent=4)
In [50]:
def chg_orient(exif):
mod = {}
for key in exif.keys():
inner = exif[key]
temp = {}
for ftr in inner.keys():
if ftr == "rotation":
temp["orientation"] = SE.rotation_to_orientation(inner[ftr])
else:
temp[ftr] = inner[ftr]
mod[key] = temp
return mod
In [49]:
with open("../data/Flickr_Giraffe_EXIF.json.json", "w") as fl:
json.dump(giraffes_mod, fl, indent=4)
In [57]:
len(chg_orient(zebras)), len(zebras), len(chg_orient(giraffes)), len(giraffes)
Out[57]:
(5383, 5383, 2326, 2326)
In [58]:
with open("../data/Flickr_EXIF_full.json", "w") as zebra:
json.dump(chg_orient(zebras), zebra, indent=4)
with open("../data/Flickr_Giraffe_EXIF.json", "w") as giraffe:
json.dump(chg_orient(giraffes), giraffe, indent=4)
In [59]:
ftrs = ["lat", "long", "orientation", "width", "height", "date"]
ggr = DS.json_loader("../data/GGR_bty_exif_combined.json")
ggr_exif = {}
for img in ggr.keys():
inner = ggr[img]
tmp = {}
for ftr in inner:
if ftr in ftrs:
tmp[ftr] = inner[ftr]
ggr_exif[img] = tmp
In [61]:
with open("../data/GGR_EXIF.json", "w") as fl:
json.dump(ggr_exif, fl, indent =4)
In [64]:
gzc = DS.json_loader("../data/GZC_exifs_beauty_full.json")
gzc_exifs = {}
for img in gzc.keys():
inner = gzc[img]
tmp = {}
for ftr in inner.keys():
if ftr in ftrs:
tmp[ftr] = inner[ftr]
elif ftr == 'size':
tmp['width'] = inner[ftr][0]
tmp['height'] = inner[ftr][1]
gzc_exifs[img] = tmp
In [66]:
with open("../data/GZC_EXIF.json", "w") as fl:
json.dump(gzc_exifs, fl, indent=4)
In [67]:
In [3]:
orig = DS.json_loader("../data/full_aid_features.json")
mapping = {0 : 'nid', 1 : 'name', 2: 'species', 3: 'sex', 4: 'age', 5: 'exemplar', 6: 'quality', 7: 'contributor'}
new_ftrs = {}
for annot in orig.keys():
inner_l = orig[annot]
new_inner = {}
for i in range(8):
new_inner[mapping[i]] = inner_l[i]
new_ftrs[annot] = new_inner
In [57]:
with open("../data/GZC_gid_aid.json", "w") as fl:
json.dump(new_map, fl, indent=4)
---------------------------------------------------------------------------
NameError Traceback (most recent call last)
<ipython-input-57-8b48c601cc1d> in <module>()
1 with open("../data/GZC_gid_aid.json", "w") as fl:
----> 2 json.dump(new_map, fl, indent=4)
NameError: name 'new_map' is not defined
In [72]:
import JobsMapResultsFilesToContainerObjs as JMR
import DeriveFinalResultSet as DS
import IBEIS_mongo_helper as IMH
importlib.reload(DS)
importlib.reload(IMH)
Out[72]:
<module 'IBEIS_mongo_helper' from '/Users/sreejithmenon/Google Drive/CodeBase/AWESOME/script/IBEIS_mongo_helper.py'>
In [22]:
JMR.extractImageFeaturesFromMap("../data/ggr_uuid_annot_uuid_map.json", "../data/ggr_annot_uuid_ftr_map.json", "species", mode="GGR")
Out[22]:
{'be58b0a8-41c9-0883-a103-931ad4004227': ['zebra_grevys',
'zebra_grevys',
'zebra_grevys',
'zebra_grevys'],
'14b132ff-e807-a037-2812-65598999f801': ['zebra_grevys'],
'81158034-d168-1667-d8c5-145f6927fbe7': ['zebra_grevys'],
'99216f3b-f41d-2dc2-ddc8-26bf68fe6e99': ['zebra_grevys'],
'91e84026-6e0f-9501-a334-5bd77bbd931c': ['zebra_grevys'],
'785ee2d0-eb53-094c-2964-8e6d27eb3c4d': ['zebra_grevys'],
'd49119a0-7857-ddb0-895d-7213da852985': ['zebra_grevys'],
'347c8d47-b5d9-1f29-ed0e-e697c6973d5a': ['zebra_grevys'],
'5503e216-eed1-65b4-c119-920a4ffdcbe3': ['zebra_grevys'],
'ad93e6b5-2d2a-9aa1-0515-69a5ebe09bc7': ['zebra_grevys'],
'758144c1-e788-98de-b8a8-e79683dae098': ['zebra_grevys', 'zebra_grevys'],
'10da8fa4-d327-c228-3885-a5461f39dade': ['zebra_grevys'],
'5be06fd3-c440-150d-751a-0e2c88bd3c1f': ['zebra_grevys', 'zebra_grevys'],
'aa875398-83df-91a3-6b3c-295c876aacb0': ['zebra_grevys'],
'93893acf-aeb5-dc32-262e-d0793134db05': ['zebra_grevys', 'zebra_grevys'],
'1145a33c-43fd-6f08-ba4d-1793e96a1a25': ['zebra_grevys', 'zebra_grevys'],
'50f6e4e9-8ed2-c7a9-4a52-d69877f7eba2': ['zebra_grevys'],
'10d9b898-63c6-0a20-21a0-ffcbcfca5d65': ['zebra_grevys'],
'e25ec47d-4270-3aef-075c-923181e2476e': ['zebra_grevys'],
'a38d77bc-1fae-7ee4-01ad-e153c2c9b8fb': ['zebra_grevys'],
'21b3b3c0-cf83-ce8b-1e4e-7e828888c728': ['zebra_grevys'],
'c80b4d0f-fdf9-16b5-3d1e-5646229e59b1': ['zebra_grevys'],
'7fdb7f1d-3811-749a-2a12-306ff09d8e2f': ['zebra_grevys'],
'291dd3da-4e2a-dec2-4ef5-595ae2e22809': ['zebra_grevys'],
'6521049b-ef99-a6eb-4cce-a9677fdd6141': ['zebra_grevys'],
'866f613c-53cb-d1c3-6756-b1873255d46c': ['zebra_grevys'],
'9f9b3c34-0280-dc23-a70e-7774fd837a22': ['zebra_grevys'],
'1a183b7c-21d5-d602-582a-0ddac475adc6': ['zebra_grevys',
'zebra_grevys',
'zebra_grevys'],
'bf8b7587-dc8a-acb1-1126-12ea8132d321': ['zebra_grevys',
'zebra_grevys',
'zebra_grevys'],
'f8168386-b1af-212b-2c00-b45658dbaf2d': ['zebra_grevys', 'zebra_grevys'],
'51052cd5-c0a6-d8e2-d028-eb098b9adc6b': ['zebra_grevys'],
'47d9b76a-fc45-6daf-2d13-bfb42b621d15': ['zebra_grevys',
'zebra_grevys',
'zebra_grevys'],
'8b2be3df-6452-a497-3df0-ed0b20eebc19': ['zebra_grevys', 'zebra_grevys'],
'786d8a84-344a-7469-ade4-b74e1a725944': ['zebra_grevys'],
'a751259e-c99f-dfad-d2e6-9f72b3caac02': ['zebra_grevys'],
'8e92c49b-1ae0-349c-f307-222ce5279a33': ['zebra_grevys'],
'8b1a204d-f1e0-0cc5-f412-ee8fa7063ce0': ['zebra_grevys'],
'cd7bdff4-e4d4-b6d5-cfeb-85b6bbc82924': ['zebra_grevys'],
'ec4d5d40-1ed9-02a0-97b3-c04ace112d64': ['zebra_grevys',
'zebra_grevys',
'zebra_grevys',
'zebra_grevys',
'zebra_grevys',
'zebra_grevys'],
'b1373c15-7945-d8a7-7cc1-22b7e3631b16': ['zebra_grevys'],
'e92bf729-145d-a0c6-db12-293212482198': ['zebra_grevys'],
'591d11c7-d058-6cbf-a04b-f9af11424948': ['zebra_grevys'],
'a721bfed-fa6f-04da-8633-883e7ef2bc0c': ['zebra_grevys', 'zebra_grevys'],
'24c5c58e-12dc-3960-39bd-27307946844e': ['zebra_grevys'],
'5adb3737-c721-2294-31c4-fc6bf483c65a': ['zebra_grevys'],
'0d7102a0-a665-00ba-072b-704344576711': ['zebra_grevys'],
'3b13cfdb-318b-61fd-e57e-4dfe6112ea74': ['zebra_grevys'],
'c70bb2f8-dbb8-b0a6-ee7f-1b9458f27b2c': ['zebra_grevys'],
'660eb8ba-7711-1c01-e001-dfd81f596b0b': ['zebra_grevys', 'zebra_grevys'],
'e3019f0e-e66d-da2d-c6dd-ad4d8a3caf97': ['zebra_grevys'],
'ec01742c-b317-d03e-08d9-c7b64641524d': ['zebra_grevys'],
'53ea133b-43d9-6bf7-7ced-6f48dcb92be2': ['zebra_grevys', 'zebra_grevys'],
'863c0a39-140f-ec40-589e-dd8fecb4f920': ['zebra_grevys', 'zebra_grevys'],
'cd2a1095-c310-2529-176f-d1bd24757403': ['zebra_grevys'],
'a48b177b-b3c5-1a1c-b0fc-683911fcf66a': ['zebra_grevys'],
'00486283-08ba-20e6-8370-d8e081c00d77': ['zebra_grevys'],
'3f4807f8-2abe-c55e-eb58-97a7020da5b7': ['zebra_grevys'],
'cdfbb03a-69e1-f042-925b-94b4f67ed6af': ['zebra_grevys'],
'5c7098eb-f0e8-4fcb-86fd-f0c140687b65': ['zebra_grevys'],
'06e3156a-517c-4175-cdca-31b1732ed90b': ['zebra_grevys'],
'1cdd3836-65a9-8fc6-2876-3c035479ebf0': ['zebra_grevys'],
'13f3ed8f-3b8e-4209-331b-b8ed90062d0a': ['zebra_grevys'],
'00261110-594e-2722-3987-86a8d30456ac': ['zebra_grevys',
'zebra_grevys',
'zebra_grevys',
'zebra_grevys'],
'baf37112-c975-1986-ab4a-71ec959344dd': ['zebra_grevys'],
'210921aa-8c68-bc13-6069-174ba3c1efb5': ['zebra_grevys'],
'9fbd5d8e-644d-789f-b9cc-6d6f18bcf650': ['zebra_grevys'],
'7c07f622-c4c1-1c84-ba0c-59b03470ea27': ['zebra_grevys', 'zebra_grevys'],
'38fd5b16-56dd-048f-e978-ffc30ebbe5ab': ['zebra_grevys'],
'a77b852e-9fe4-9fe5-a72a-27bb8485e0dd': ['zebra_grevys',
'zebra_grevys',
'zebra_grevys'],
'97ddb8eb-18bf-199b-eb09-07a1f549ecde': ['zebra_grevys', 'zebra_grevys'],
'25bd5594-f0d0-7fd2-92a1-23bdae126b80': ['zebra_grevys'],
'089ec916-3d40-6319-328e-39a710f82384': ['zebra_grevys'],
'd05c61ab-a3a3-2e0a-7606-818c70f0fd2d': ['zebra_grevys'],
'b6bc7f9c-2a88-888e-055e-3cce425e89c8': ['zebra_grevys'],
'5d8b8ed8-7ef9-6307-4222-c4c5dd6f9d40': ['zebra_grevys'],
'9219edf5-0e00-cc80-5723-e8c783f11009': ['zebra_grevys'],
'90979076-5472-be75-c037-a6fe7928067c': ['zebra_grevys'],
'dad7d016-711a-bc2e-aaef-dbbf13a3dea3': ['zebra_grevys', 'zebra_grevys'],
'a89a7fde-1e36-152a-9bb2-c3425ca0bd50': ['zebra_grevys'],
'f710719d-9757-2012-88a5-26ec5c58211e': ['zebra_grevys'],
'16de1793-5679-4be6-adec-3a1a8d9c05c8': ['zebra_grevys'],
'11457a89-7b21-4e18-b2f3-29d16d53a3b1': ['zebra_grevys'],
'46e8a6fe-ffa0-6ff7-10a0-a8f57d7eb37e': ['zebra_grevys',
'zebra_grevys',
'zebra_grevys'],
'73ed29f3-7f30-650b-654d-703343c6323c': ['zebra_grevys'],
'cc4e6995-16d4-ddf6-a0a1-66b79202f387': ['zebra_grevys'],
'48a5f6fb-cf5d-c8ba-c497-64d681600e44': ['zebra_grevys'],
'2829f352-46fd-f3f7-3231-293a44ac5acb': ['zebra_grevys'],
'f516f7b1-56d2-b2d6-5168-386725b326a3': ['zebra_grevys'],
'5b34b341-c808-c8a5-e6f9-70f0c814ad75': ['zebra_grevys'],
'8f4fe9f7-d1d0-39ef-48f2-332032ecd51a': ['zebra_grevys', 'zebra_grevys'],
'9f05d602-5c1f-499a-67fd-e1f2464c27a2': ['zebra_grevys'],
'a6043ca1-9d27-b11b-110e-9b4d0906d918': ['zebra_grevys', 'zebra_grevys'],
'f64df996-2b47-48fe-21cb-3b1bcaa33f53': ['zebra_grevys'],
'917ccb74-4a4f-62ba-1e7a-f2e4a34d5608': ['zebra_grevys'],
'02ba508a-d9cd-0953-d2d3-f55e9273e1f5': ['zebra_grevys'],
'c97fd9aa-f47f-a3e3-c38d-c105934789d1': ['zebra_grevys', 'zebra_grevys'],
'a1e2de58-88e6-363e-77db-8608d6bbeff1': ['zebra_grevys'],
'73e1d56c-21b1-42cf-e9a7-49996a08c9e1': ['zebra_grevys'],
'6e8f1578-765a-cf56-9e63-97b7eec9358b': ['zebra_grevys'],
'e809c688-17b8-450d-568b-e1dd086864da': ['zebra_grevys'],
'466b73e7-f8ab-ae66-f3a7-ae17e1c6f08e': ['zebra_grevys'],
'b918d18a-c11a-ae42-1b6b-511a43ec22e0': ['zebra_grevys'],
'fd827db6-65fe-bcb6-41d2-250c91c31ddb': ['zebra_grevys'],
'cc8ad76c-a912-4285-ab44-7150a68cfce9': ['zebra_grevys'],
'bea065db-5d80-02b1-7850-5125f716a3b3': ['zebra_grevys'],
'e83a629e-153f-c305-25fb-a319c76b274b': ['zebra_grevys', 'zebra_grevys'],
'429f46f8-a970-d03b-4fc3-c06293b6ee14': ['zebra_grevys'],
'a07a97d4-57a8-78d6-34ae-b5e5627576e3': ['zebra_grevys'],
'468fff30-db65-bb6c-2c30-c0e5fd0e85c8': ['zebra_grevys'],
'00e4c479-5af2-56e6-dfb2-5c1a71b38cb2': ['zebra_grevys'],
'7f7c31db-def0-5667-d781-032feccae8d4': ['zebra_grevys'],
'17d8daea-89f1-1b16-6934-ac1fd8bf13e8': ['zebra_grevys',
'zebra_grevys',
'zebra_grevys'],
'be2afbce-74f3-188e-cb0a-90eee0746790': ['zebra_grevys'],
'056af17d-e853-45f2-6a9a-221563dd6562': ['zebra_grevys'],
'7bfff6c1-012a-9aec-6da3-da73cd36d2a5': ['zebra_grevys'],
'066ddd22-b770-e49b-1f49-310977115e0f': ['zebra_grevys'],
'b1d5440c-e7c5-aa7a-edd4-2105665c7d45': ['zebra_grevys', 'zebra_grevys'],
'37353f0d-1682-e7c0-2933-efa44246f241': ['zebra_grevys', 'zebra_grevys'],
'2c82e180-ab7e-db7a-7cb0-d3d7251f5742': ['zebra_grevys', 'zebra_grevys'],
'1c03e9ce-948f-ee83-976e-5686f871a42d': ['zebra_grevys'],
'1dcc512b-7b5b-277f-93ff-7ac7264c1fb0': ['zebra_grevys'],
'177b47cb-c265-e4d0-11da-812fd48f8785': ['zebra_grevys'],
'ebd123e8-097b-a6e6-bbe8-05ba2da541f1': ['zebra_grevys'],
'8a1adef5-0054-d4d2-2007-534d3e883671': ['zebra_grevys'],
'089273ac-19d6-00f8-ddef-905aa8103c78': ['zebra_grevys'],
'3cea0bf5-4376-838d-d038-0fdbf22653f4': ['zebra_grevys'],
'95d6a610-b7d5-1021-a579-a8c60e2f5d68': ['zebra_grevys', 'zebra_grevys'],
'aaa28383-f379-afb4-68bb-918a0716f828': ['zebra_grevys',
'zebra_grevys',
'zebra_grevys'],
'053f1892-11b9-01fa-6bbe-65437ecc2cbe': ['zebra_grevys'],
'e3f4190a-4e74-d308-ddbb-335e729104ff': ['zebra_grevys', 'zebra_grevys'],
'672f95fc-4c40-cf02-60cc-441889e57de7': ['zebra_grevys'],
'59926083-1c96-09cd-0be4-08576ec43d3b': ['zebra_grevys'],
'de05cb2c-3640-1a52-5549-442c3f5cf3bc': ['zebra_grevys'],
'8e1a53e8-18c7-c456-658c-4d393616198e': ['zebra_grevys'],
'52d4d3e5-7ccd-34dc-9403-65d5d9268e6b': ['zebra_grevys', 'zebra_grevys'],
'7a2fd176-da79-716d-8d79-5653f43c9000': ['zebra_grevys'],
'cbb92e2b-c92f-56ca-d118-7d3cadd99ad8': ['zebra_grevys'],
'1c365b11-088a-4125-dbbe-9f11ca3ad242': ['zebra_grevys',
'zebra_grevys',
'zebra_grevys'],
'8bbb6de0-3a22-057e-100a-8a0d976833b2': ['zebra_grevys'],
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'1ee4c4ae-05c7-106d-d3d8-1ab71300eb11': ['zebra_grevys'],
'03004e6e-5798-643f-ac62-f6d6fb0fe1d6': ['zebra_grevys',
'zebra_grevys',
'zebra_grevys'],
'758557cb-2bc5-29c7-a004-39da3e193e6d': ['zebra_grevys'],
'a22c4316-38c5-9397-9004-c40701cef6a9': ['zebra_grevys'],
'ecbbca22-2d0e-4942-2df9-11b55fde0d8e': ['zebra_grevys'],
'38d78101-1389-8686-36d1-f744729d4060': ['zebra_grevys'],
'd4b9152b-a5a0-1984-10a8-edce1797e6f0': ['zebra_grevys'],
'a2b660dd-f887-97c7-a302-444912c31300': ['zebra_grevys'],
'17d5ccee-5127-5ea9-8ecf-de047c9c106e': ['zebra_grevys', 'zebra_grevys'],
'b1339d6d-0084-d76b-c3cf-ebdafd42c4a5': ['zebra_grevys'],
'f8a0a3e0-23f6-e85e-649c-e4f58014d50e': ['zebra_grevys'],
'1e72b2c2-4f83-5ec2-8cc9-860c8adc354a': ['zebra_grevys', 'zebra_grevys'],
'31462e60-8676-fa10-57a9-0f45b41023f2': ['zebra_grevys', 'zebra_grevys'],
'd0f1a16a-2e84-de08-a090-81af28693be0': ['zebra_grevys'],
'9c66fd61-8f02-75d7-04cd-baf7f71edd3a': ['zebra_grevys'],
'889dce88-1a1f-691e-3a3e-24990b237c90': ['zebra_grevys',
'zebra_grevys',
'zebra_grevys',
'zebra_grevys'],
'a221e84a-cd79-1094-b11a-d5b902f50ecc': ['zebra_grevys'],
'db82c135-100d-62f9-6a25-cac1c1776387': ['zebra_grevys', 'zebra_grevys'],
'3b759a6b-1f70-b784-0453-4e73e3b3625f': ['zebra_grevys'],
'1ce6cafe-1179-5cf4-91dc-a454a5eb834d': ['zebra_grevys'],
'465ff0b7-eaa1-6c67-47c3-3153d22c68a4': ['zebra_grevys'],
'29d674ff-9dfe-e962-aad4-7522b4f880b7': ['zebra_grevys'],
'2e2678ef-5e8e-7082-032f-6170dd2d8e13': ['zebra_grevys'],
'e4641c0e-7f32-f730-4999-ee8a16fe09b4': ['zebra_grevys', 'zebra_grevys'],
'b0281149-1672-404d-cfd8-d8a64118297f': ['zebra_grevys', 'zebra_grevys'],
'ce65d88e-1659-94c9-0648-637bdd5ffa36': ['zebra_grevys'],
'5e4e8c88-9115-bfb9-5635-49e863ef40d4': ['zebra_grevys', 'zebra_grevys'],
'6393018a-c92e-3da7-7769-536a32b7a8c7': ['zebra_grevys'],
'3bbd701a-fda1-e103-5619-222bd09fff07': ['zebra_grevys',
'zebra_grevys',
'zebra_grevys'],
'ae3f2f85-918e-135e-7960-04f30ff2b240': ['zebra_grevys'],
'694518a8-1115-85d7-71f8-09b59f38f1f1': ['zebra_grevys', 'zebra_grevys'],
'9647166f-c2c7-37c2-24fa-f04a2db042f2': ['zebra_grevys'],
'dc0cead6-4c8d-13c3-6cc0-71e2c6d1c4bb': ['zebra_grevys', 'zebra_grevys'],
'69470255-24e6-3f11-8a53-678bc3dbe2db': ['zebra_grevys'],
'57dd4d8d-df65-d10d-3659-b80675152106': ['zebra_grevys', 'zebra_grevys'],
...}
In [15]:
cur = tbl.query({}, ['aid'])
gid_aid_map = {}
for gid in d.keys()
In [28]:
def genGidAidDictFromDB(client, source):
gid_aid_tbl_obj = MH.mongod_table(client, "ibeis_gid_annot_tab", source)
res_obj = MH.result_iterator(gid_aid_tbl_obj.query({}, ['aid']))
gid_aid_map = {gid :res_obj[gid]['aid'] for gid in res_obj.keys()}
return gid_aid_map
def extractImageFeaturesFromMap(client, feature, source="GZC"):
aid_ftr_tbl_obj = MH.mongod_table(client, "ibeis_annot_ftr_tab", source)
res_obj = MH.result_iterator(aid_ftr_tbl_obj.query({}, [feature]))
gid_aid_map = genGidAidDictFromDB(client, source)
gid_ftr = {}
for gid in gid_aid_map.keys():
if gid_aid_map[gid][0] != None:
for aid in gid_aid_map[gid]:
gid_ftr[gid] = gid_ftr.get(gid, []) + [res_obj[str(aid)][feature]]
return gid_ftr
extractImageFeaturesFromMap(client, "species")
Out[28]:
{'8648': ['zebra_plains'],
'2056': ['zebra_plains'],
'7661': ['giraffe_masai'],
'6466': ['giraffe_masai', 'giraffe_masai', 'giraffe_masai'],
'4835': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'7489': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'2736': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'867': ['zebra_plains', 'zebra_plains'],
'4675': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'6681': ['zebra_plains'],
'5187': ['zebra_plains'],
'1334': ['giraffe_masai',
'giraffe_masai',
'giraffe_masai',
'giraffe_masai',
'giraffe_masai',
'zebra_plains'],
'2164': ['giraffe_masai', 'giraffe_masai'],
'5031': ['zebra_plains'],
'6919': ['giraffe_masai'],
'6831': ['zebra_plains'],
'1168': ['zebra_plains'],
'9360': ['zebra_plains'],
'1261': ['giraffe_masai'],
'4001': ['zebra_plains'],
'2799': ['giraffe_masai'],
'8364': ['giraffe_masai', 'giraffe_masai'],
'5012': ['zebra_plains'],
'8821': ['zebra_plains', 'zebra_plains'],
'7190': ['zebra_plains'],
'8789': ['zebra_plains'],
'5467': ['giraffe_masai', 'giraffe_masai', 'giraffe_masai'],
'6425': ['zebra_plains'],
'8680': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'2085': ['zebra_plains', 'zebra_plains'],
'7': ['zebra_plains'],
'4799': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'7197': ['zebra_plains'],
'4648': ['zebra_plains'],
'5710': ['giraffe_masai', 'giraffe_masai'],
'3296': ['giraffe_masai'],
'2301': ['zebra_plains', 'zebra_plains'],
'9059': ['zebra_plains', 'zebra_plains'],
'139': ['zebra_plains'],
'843': ['zebra_plains'],
'8807': ['zebra_plains'],
'261': ['zebra_plains'],
'365': ['giraffe_masai'],
'7493': ['zebra_plains', 'zebra_plains'],
'8896': ['zebra_plains'],
'6935': ['giraffe_masai'],
'4789': ['zebra_plains'],
'6958': ['giraffe_masai', 'giraffe_masai'],
'7902': ['zebra_plains'],
'1753': ['zebra_plains'],
'1594': ['zebra_plains'],
'6631': ['zebra_plains'],
'3493': ['zebra_plains'],
'7830': ['zebra_plains', 'zebra_plains'],
'1464': ['zebra_plains'],
'6391': ['zebra_plains', 'zebra_plains'],
'8922': ['zebra_plains'],
'935': ['zebra_plains'],
'3627': ['zebra_plains'],
'8672': ['zebra_plains', 'zebra_plains'],
'8412': ['zebra_plains'],
'2189': ['zebra_plains', 'zebra_plains'],
'6648': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'2434': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'8044': ['zebra_plains', 'zebra_plains'],
'1372': ['zebra_plains', 'zebra_plains'],
'8570': ['zebra_plains'],
'5547': ['giraffe_masai'],
'2274': ['zebra_plains', 'zebra_plains'],
'1126': ['giraffe_masai'],
'2633': ['zebra_plains'],
'6721': ['zebra_plains', 'zebra_plains'],
'2768': ['zebra_plains', 'zebra_plains'],
'5316': ['zebra_plains', 'zebra_plains'],
'8498': ['zebra_plains'],
'2973': ['zebra_plains', 'zebra_plains'],
'6373': ['zebra_plains'],
'346': ['giraffe_masai'],
'1408': ['giraffe_masai'],
'6239': ['zebra_plains'],
'8114': ['zebra_plains'],
'5584': ['giraffe_masai', 'giraffe_masai'],
'5546': ['giraffe_masai'],
'8127': ['zebra_plains', 'zebra_plains'],
'3028': ['zebra_plains'],
'2807': ['giraffe_masai'],
'395': ['zebra_plains'],
'2409': ['zebra_plains'],
'3357': ['zebra_plains'],
'9219': ['giraffe_masai'],
'44': ['zebra_plains'],
'6143': ['zebra_plains'],
'4231': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'610': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'7217': ['zebra_plains'],
'255': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'6158': ['zebra_plains'],
'8716': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'8012': ['zebra_plains', 'zebra_plains'],
'8879': ['zebra_plains'],
'3395': ['zebra_plains'],
'3585': ['zebra_plains'],
'9190': ['zebra_plains'],
'8204': ['zebra_plains'],
'2883': ['zebra_plains', 'zebra_plains'],
'2145': ['zebra_plains'],
'2406': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'5571': ['giraffe_masai', 'giraffe_masai'],
'799': ['zebra_plains', 'zebra_plains'],
'8313': ['zebra_plains'],
'5466': ['giraffe_masai', 'giraffe_masai'],
'6528': ['zebra_plains', 'zebra_plains'],
'2693': ['zebra_plains'],
'8122': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'787': ['zebra_plains'],
'7417': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'2688': ['zebra_plains', 'zebra_plains'],
'5838': ['zebra_plains'],
'145': ['zebra_plains'],
'126': ['zebra_plains'],
'8908': ['zebra_plains'],
'1163': ['zebra_plains'],
'2362': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'8862': ['zebra_plains'],
'3364': ['zebra_plains'],
'1831': ['zebra_plains', 'zebra_plains'],
'659': ['zebra_plains'],
'829': ['zebra_plains', 'zebra_plains'],
'3134': ['zebra_plains'],
'5614': ['zebra_plains'],
'9201': ['zebra_plains'],
'8621': ['zebra_plains'],
'1455': ['zebra_plains'],
'3304': ['giraffe_masai'],
'4889': ['zebra_plains'],
'8526': ['zebra_plains'],
'9331': ['giraffe_masai'],
'9235': ['zebra_plains', 'zebra_plains'],
'1386': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'9108': ['zebra_plains', 'zebra_plains'],
'8864': ['zebra_plains'],
'1579': ['zebra_plains'],
'5330': ['zebra_plains'],
'7081': ['zebra_plains', 'zebra_plains'],
'2802': ['giraffe_masai'],
'7575': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'2227': ['zebra_plains', 'zebra_plains'],
'849': ['zebra_plains'],
'2845': ['zebra_plains', 'zebra_plains'],
'7204': ['zebra_plains'],
'469': ['zebra_plains'],
'8726': ['zebra_plains'],
'4293': ['zebra_plains', 'zebra_plains'],
'85': ['zebra_plains'],
'8838': ['zebra_plains'],
'4625': ['zebra_plains', 'zebra_plains'],
'2710': ['zebra_plains'],
'7445': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'3515': ['zebra_plains'],
'1937': ['zebra_plains'],
'4437': ['giraffe_masai'],
'5062': ['zebra_plains'],
'552': ['zebra_plains'],
'9105': ['zebra_plains'],
'1174': ['zebra_plains', 'zebra_plains'],
'287': ['zebra_plains'],
'5172': ['zebra_plains', 'zebra_plains'],
'952': ['zebra_plains'],
'9170': ['giraffe_masai'],
'6666': ['zebra_plains'],
'2783': ['zebra_plains'],
'637': ['zebra_plains', 'zebra_plains'],
'2796': ['giraffe_masai'],
'4820': ['giraffe_masai'],
'6642': ['zebra_plains'],
'8214': ['zebra_plains'],
'4226': ['zebra_plains', 'zebra_plains'],
'649': ['zebra_plains'],
'5028': ['zebra_plains'],
'7605': ['zebra_plains'],
'5104': ['zebra_plains'],
'5101': ['zebra_plains'],
'6311': ['zebra_plains'],
'6279': ['zebra_plains'],
'1611': ['zebra_plains'],
'8535': ['zebra_plains'],
'6533': ['zebra_plains', 'zebra_plains'],
'7503': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'8755': ['zebra_plains'],
'5361': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'1992': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'7980': ['zebra_plains', 'zebra_plains'],
'658': ['zebra_plains'],
'8521': ['zebra_plains'],
'140': ['zebra_plains', 'zebra_plains'],
'9166': ['giraffe_masai'],
'6948': ['zebra_plains'],
'794': ['zebra_plains'],
'8565': ['zebra_plains', 'zebra_plains'],
'7518': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'716': ['zebra_plains'],
'709': ['zebra_plains'],
'3934': ['zebra_plains'],
'3557': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'7176': ['zebra_plains'],
'9052': ['zebra_plains'],
'6794': ['giraffe_masai'],
'5188': ['zebra_plains'],
'2281': ['zebra_plains'],
'1760': ['zebra_plains'],
'7328': ['zebra_plains'],
'9083': ['zebra_plains'],
'6532': ['zebra_plains'],
'1977': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'6189': ['zebra_plains'],
'7358': ['zebra_plains'],
'8710': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'3208': ['zebra_plains'],
'1628': ['zebra_plains'],
'6123': ['giraffe_masai', 'giraffe_masai', 'giraffe_masai'],
'8707': ['zebra_plains', 'zebra_plains'],
'3396': ['zebra_plains'],
'6401': ['zebra_plains', 'zebra_plains'],
'6555': ['zebra_plains'],
'2284': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'1548': ['zebra_plains'],
'8888': ['zebra_plains'],
'2366': ['zebra_plains', 'zebra_plains'],
'2730': ['zebra_plains'],
'6633': ['zebra_plains'],
'9224': ['giraffe_masai'],
'9110': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'6672': ['zebra_plains'],
'2302': ['zebra_plains'],
'7728': ['giraffe_masai', 'giraffe_masai', 'giraffe_masai'],
'8149': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'8096': ['zebra_plains', 'zebra_plains'],
'9124': ['giraffe_masai', 'zebra_plains', 'zebra_plains'],
'8430': ['zebra_plains', 'zebra_plains'],
'7411': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'7858': ['zebra_plains', 'zebra_plains'],
'6404': ['zebra_plains'],
'2339': ['zebra_plains'],
'9098': ['zebra_plains'],
'4753': ['zebra_plains'],
'5036': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'1604': ['zebra_plains'],
'5228': ['zebra_plains'],
'1601': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'7479': ['zebra_plains', 'zebra_plains'],
'3963': ['zebra_plains'],
'348': ['zebra_plains'],
'3510': ['zebra_plains'],
'1382': ['zebra_plains'],
'6127': ['giraffe_masai', 'giraffe_masai'],
'4637': ['zebra_plains'],
'6478': ['zebra_plains'],
'3994': ['zebra_plains'],
'3236': ['zebra_plains'],
'1296': ['zebra_plains', 'zebra_plains'],
'2425': ['zebra_plains', 'zebra_plains'],
'1193': ['zebra_plains'],
'2885': ['zebra_plains'],
'2356': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'1637': ['zebra_plains'],
'1295': ['zebra_plains', 'zebra_plains'],
'3974': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'392': ['zebra_plains'],
'7657': ['giraffe_masai'],
'719': ['zebra_plains', 'zebra_plains'],
'2551': ['zebra_plains', 'zebra_plains'],
'1514': ['zebra_plains'],
'6985': ['zebra_plains', 'zebra_plains'],
'5243': ['giraffe_masai'],
'9173': ['giraffe_masai'],
'2273': ['zebra_plains'],
'2252': ['zebra_plains'],
'3726': ['zebra_plains'],
'7368': ['giraffe_masai'],
'727': ['zebra_plains'],
'459': ['zebra_plains', 'zebra_plains'],
'4294': ['zebra_plains', 'zebra_plains'],
'5881': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'1675': ['zebra_plains'],
'1880': ['zebra_plains'],
'1608': ['zebra_plains'],
'5143': ['zebra_plains'],
'8822': ['zebra_plains'],
'1916': ['zebra_plains'],
'6510': ['zebra_plains'],
'4778': ['zebra_plains'],
'8187': ['zebra_plains'],
'8619': ['zebra_plains'],
'2856': ['giraffe_masai', 'giraffe_masai'],
'6834': ['zebra_plains'],
'2408': ['zebra_plains', 'zebra_plains'],
'4964': ['giraffe_masai'],
'1064': ['giraffe_masai'],
'705': ['zebra_plains', 'zebra_plains'],
'2319': ['zebra_plains'],
'735': ['zebra_plains'],
'8801': ['zebra_plains'],
'7287': ['zebra_plains'],
'3284': ['zebra_plains'],
'2842': ['zebra_plains'],
'6506': ['zebra_plains'],
'8937': ['zebra_plains', 'zebra_plains'],
'4066': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'2770': ['zebra_plains'],
'633': ['zebra_plains'],
'4974': ['zebra_plains'],
'5030': ['zebra_plains'],
'1505': ['zebra_plains', 'zebra_plains'],
'2398': ['zebra_plains'],
'8447': ['zebra_plains'],
'7757': ['zebra_plains'],
'9398': ['giraffe_masai'],
'5060': ['zebra_plains'],
'2335': ['zebra_plains'],
'6443': ['zebra_plains'],
'3196': ['zebra_plains'],
'3556': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'5040': ['zebra_plains'],
'6245': ['zebra_plains'],
'3970': ['zebra_plains', 'zebra_plains'],
'7422': ['zebra_plains', 'zebra_plains'],
'5570': ['giraffe_masai', 'giraffe_masai'],
'2602': ['giraffe_masai', 'zebra_plains'],
'8445': ['zebra_plains'],
'7456': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'3369': ['zebra_plains'],
'2939': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'3410': ['zebra_plains'],
'1375': ['zebra_plains', 'zebra_plains'],
'7336': ['zebra_plains'],
'737': ['zebra_plains'],
'8358': ['giraffe_masai'],
'4996': ['zebra_plains'],
'5025': ['giraffe_masai'],
'2464': ['zebra_plains', 'zebra_plains'],
'1059': ['giraffe_masai'],
'6254': ['zebra_plains'],
'3263': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'6261': ['zebra_plains', 'zebra_plains'],
'8834': ['zebra_plains'],
'2559': ['zebra_plains', 'zebra_plains'],
'6691': ['zebra_plains', 'zebra_plains'],
'2892': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'6543': ['zebra_plains'],
'8603': ['zebra_plains'],
'5205': ['zebra_plains'],
'8859': ['zebra_plains'],
'7773': ['zebra_plains'],
'6559': ['zebra_plains'],
'5122': ['zebra_plains'],
'3207': ['zebra_plains'],
'283': ['zebra_plains'],
'613': ['zebra_plains'],
'5186': ['zebra_plains'],
'6962': ['giraffe_masai', 'giraffe_masai', 'zebra_plains', 'zebra_plains'],
'6995': ['zebra_plains'],
'55': ['zebra_plains'],
'6707': ['zebra_plains', 'zebra_plains'],
'9391': ['giraffe_masai'],
'2899': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'6345': ['zebra_plains', 'zebra_plains'],
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'7442': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'967': ['zebra_plains'],
'4641': ['zebra_plains'],
'553': ['zebra_plains'],
'751': ['zebra_plains', 'zebra_plains'],
'642': ['giraffe_masai'],
'8068': ['zebra_plains'],
'3494': ['zebra_plains'],
'1303': ['zebra_plains', 'zebra_plains'],
'7863': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'9074': ['zebra_plains'],
'8099': ['zebra_plains'],
'7288': ['zebra_plains'],
'4918': ['zebra_plains'],
'6228': ['zebra_plains'],
'1167': ['zebra_plains'],
'6154': ['zebra_plains', 'zebra_plains'],
'3298': ['giraffe_masai'],
'5475': ['giraffe_masai', 'giraffe_masai', 'giraffe_masai'],
'8772': ['zebra_plains'],
'584': ['giraffe_masai', 'giraffe_masai'],
'264': ['zebra_plains', 'zebra_plains'],
'6364': ['zebra_plains', 'zebra_plains'],
'1331': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'2439': ['zebra_plains'],
'5083': ['zebra_plains'],
'885': ['giraffe_masai'],
'8761': ['zebra_plains'],
'6629': ['zebra_plains'],
'5139': ['zebra_plains'],
'6809': ['zebra_plains'],
'5231': ['zebra_plains'],
'108': ['zebra_plains'],
'4584': ['zebra_plains'],
'8302': ['zebra_plains', 'zebra_plains'],
'6197': ['zebra_plains'],
'7303': ['zebra_plains'],
'8511': ['zebra_plains'],
'5241': ['zebra_plains', 'zebra_plains'],
'5018': ['giraffe_masai'],
'8765': ['zebra_plains'],
'1539': ['zebra_plains', 'zebra_plains'],
'8515': ['zebra_plains', 'zebra_plains'],
'7426': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'2069': ['giraffe_masai', 'giraffe_masai'],
'9060': ['zebra_plains', 'zebra_plains'],
'7614': ['zebra_plains', 'zebra_plains'],
'8463': ['zebra_plains'],
'7720': ['giraffe_masai'],
'5238': ['giraffe_masai'],
'1011': ['zebra_plains', 'zebra_plains'],
'1465': ['zebra_plains', 'zebra_plains'],
'80': ['zebra_plains'],
'26': ['zebra_plains'],
'6285': ['zebra_plains'],
'1973': ['zebra_plains', 'zebra_plains'],
'8116': ['zebra_plains', 'zebra_plains'],
'7962': ['zebra_plains'],
'5082': ['zebra_plains'],
'8428': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'9362': ['zebra_plains'],
'1957': ['zebra_plains', 'zebra_plains'],
'4944': ['zebra_plains'],
'5039': ['zebra_plains'],
'2863': ['giraffe_masai'],
'5227': ['zebra_plains'],
'4647': ['zebra_plains', 'zebra_plains'],
'2430': ['zebra_plains', 'zebra_plains'],
'1010': ['zebra_plains', 'zebra_plains'],
'132': ['zebra_plains'],
'1029': ['zebra_plains'],
'2782': ['zebra_plains', 'zebra_plains'],
'8640': ['zebra_plains'],
'5499': ['zebra_plains', 'zebra_plains'],
'2923': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'3144': ['giraffe_masai'],
'1729': ['zebra_plains'],
'4821': ['zebra_plains'],
'6670': ['zebra_plains'],
'2666': ['zebra_plains'],
'1238': ['zebra_plains'],
'975': ['zebra_plains'],
'8700': ['zebra_plains'],
'3153': ['zebra_plains'],
'6371': ['zebra_plains'],
'6464': ['giraffe_masai', 'giraffe_masai', 'giraffe_masai'],
'4995': ['zebra_plains'],
'8461': ['zebra_plains'],
'440': ['giraffe_masai'],
'655': ['zebra_plains', 'zebra_plains'],
'8810': ['zebra_plains', 'zebra_plains'],
'2893': ['zebra_plains', 'zebra_plains'],
'9330': ['giraffe_masai'],
'7937': ['zebra_plains'],
'1190': ['zebra_plains'],
'2400': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'968': ['zebra_plains'],
'3083': ['giraffe_masai'],
'8940': ['zebra_plains'],
'2943': ['zebra_plains'],
'6754': ['zebra_plains', 'zebra_plains'],
'3715': ['zebra_plains'],
'4978': ['zebra_plains', 'zebra_plains'],
'1411': ['giraffe_masai',
'giraffe_masai',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'498': ['giraffe_masai'],
'147': ['zebra_plains'],
'665': ['zebra_plains'],
'4069': ['giraffe_masai'],
'9031': ['zebra_plains'],
'5080': ['zebra_plains'],
'8517': ['zebra_plains', 'zebra_plains'],
'8785': ['zebra_plains'],
'59': ['zebra_plains'],
'5509': ['zebra_plains'],
'6739': ['zebra_plains', 'zebra_plains'],
'7289': ['zebra_plains'],
'41': ['giraffe_masai'],
'9211': ['zebra_plains', 'zebra_plains'],
'1344': ['giraffe_masai'],
'6297': ['zebra_plains'],
'417': ['zebra_plains'],
'7660': ['giraffe_masai'],
'8299': ['zebra_plains'],
'7942': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'8475': ['zebra_plains'],
'8041': ['zebra_plains', 'zebra_plains'],
'7544': ['zebra_plains', 'zebra_plains'],
'8843': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'1842': ['zebra_plains', 'zebra_plains'],
'1004': ['zebra_plains'],
'1646': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'3116': ['zebra_plains', 'zebra_plains'],
'554': ['zebra_plains', 'zebra_plains'],
'4421': ['zebra_plains'],
'5565': ['giraffe_masai', 'giraffe_masai'],
'2958': ['zebra_plains'],
'8558': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'9290': ['zebra_plains'],
'7050': ['zebra_plains', 'zebra_plains'],
'6198': ['zebra_plains'],
'6636': ['zebra_plains'],
'8694': ['zebra_plains'],
'6661': ['zebra_plains'],
'6720': ['zebra_plains'],
'3051': ['zebra_plains'],
'5323': ['zebra_plains'],
...}
In [35]:
def getCountingLogic(*args, **kwargs):
print(args)
print(args[0])
print(kwargs)
In [36]:
cntLogic = getCountingLogic("gidAidMapFl","aidFeatureMapFl","cntFtr",False, mode = "DB")
('gidAidMapFl', 'aidFeatureMapFl', 'cntFtr', False)
gidAidMapFl
{'mode': 'DB'}
In [73]:
DS.getCountingLogic2("../data/ggr_uuid_annot_uuid_map.json",
"../data/ggr_annot_uuid_ftr_map.json", "species", False,
"GGR")
Out[73]:
{'be58b0a8-41c9-0883-a103-931ad4004227': ['zebra_grevys'],
'14b132ff-e807-a037-2812-65598999f801': ['zebra_grevys'],
'81158034-d168-1667-d8c5-145f6927fbe7': ['zebra_grevys'],
'99216f3b-f41d-2dc2-ddc8-26bf68fe6e99': ['zebra_grevys'],
'91e84026-6e0f-9501-a334-5bd77bbd931c': ['zebra_grevys'],
'785ee2d0-eb53-094c-2964-8e6d27eb3c4d': ['zebra_grevys'],
'd49119a0-7857-ddb0-895d-7213da852985': ['zebra_grevys'],
'347c8d47-b5d9-1f29-ed0e-e697c6973d5a': ['zebra_grevys'],
'5c7098eb-f0e8-4fcb-86fd-f0c140687b65': ['zebra_grevys'],
'ad93e6b5-2d2a-9aa1-0515-69a5ebe09bc7': ['zebra_grevys'],
'758144c1-e788-98de-b8a8-e79683dae098': ['zebra_grevys'],
'10da8fa4-d327-c228-3885-a5461f39dade': ['zebra_grevys'],
'5be06fd3-c440-150d-751a-0e2c88bd3c1f': ['zebra_grevys'],
'b2b783f0-5deb-189c-8875-fbb68e0529d2': ['zebra_grevys'],
'93893acf-aeb5-dc32-262e-d0793134db05': ['zebra_grevys'],
'1145a33c-43fd-6f08-ba4d-1793e96a1a25': ['zebra_grevys'],
'50f6e4e9-8ed2-c7a9-4a52-d69877f7eba2': ['zebra_grevys'],
'10d9b898-63c6-0a20-21a0-ffcbcfca5d65': ['zebra_grevys'],
'e25ec47d-4270-3aef-075c-923181e2476e': ['zebra_grevys'],
'3013aabe-dc59-7e7c-f107-4eb1c3c3bf90': ['zebra_grevys'],
'21b3b3c0-cf83-ce8b-1e4e-7e828888c728': ['zebra_grevys'],
'c80b4d0f-fdf9-16b5-3d1e-5646229e59b1': ['zebra_grevys'],
'7fdb7f1d-3811-749a-2a12-306ff09d8e2f': ['zebra_grevys'],
'58588597-6a69-4052-37b7-29269fd738ac': ['zebra_grevys'],
'6521049b-ef99-a6eb-4cce-a9677fdd6141': ['zebra_grevys'],
'866f613c-53cb-d1c3-6756-b1873255d46c': ['zebra_grevys'],
'9f9b3c34-0280-dc23-a70e-7774fd837a22': ['zebra_grevys'],
'1a183b7c-21d5-d602-582a-0ddac475adc6': ['zebra_grevys'],
'bf8b7587-dc8a-acb1-1126-12ea8132d321': ['zebra_grevys'],
'f5bb9136-2c06-0316-a88c-9320a4d98abc': ['zebra_grevys'],
'51052cd5-c0a6-d8e2-d028-eb098b9adc6b': ['zebra_grevys'],
'47d9b76a-fc45-6daf-2d13-bfb42b621d15': ['zebra_grevys'],
'8b2be3df-6452-a497-3df0-ed0b20eebc19': ['zebra_grevys'],
'786d8a84-344a-7469-ade4-b74e1a725944': ['zebra_grevys'],
'5b37ef81-9e97-d6bb-f342-552ac59f080a': ['zebra_grevys'],
'653a765b-570e-5ac7-2475-183d7146720d': ['zebra_grevys'],
'8e92c49b-1ae0-349c-f307-222ce5279a33': ['zebra_grevys'],
'8b1a204d-f1e0-0cc5-f412-ee8fa7063ce0': ['zebra_grevys'],
'cd7bdff4-e4d4-b6d5-cfeb-85b6bbc82924': ['zebra_grevys'],
'ec4d5d40-1ed9-02a0-97b3-c04ace112d64': ['zebra_grevys'],
'b1373c15-7945-d8a7-7cc1-22b7e3631b16': ['zebra_grevys'],
'e92bf729-145d-a0c6-db12-293212482198': ['zebra_grevys'],
'591d11c7-d058-6cbf-a04b-f9af11424948': ['zebra_grevys'],
'a721bfed-fa6f-04da-8633-883e7ef2bc0c': ['zebra_grevys'],
'24c5c58e-12dc-3960-39bd-27307946844e': ['zebra_grevys'],
'5adb3737-c721-2294-31c4-fc6bf483c65a': ['zebra_grevys'],
'0d7102a0-a665-00ba-072b-704344576711': ['zebra_grevys'],
'3b13cfdb-318b-61fd-e57e-4dfe6112ea74': ['zebra_grevys'],
'c70bb2f8-dbb8-b0a6-ee7f-1b9458f27b2c': ['zebra_grevys'],
'660eb8ba-7711-1c01-e001-dfd81f596b0b': ['zebra_grevys'],
'e3019f0e-e66d-da2d-c6dd-ad4d8a3caf97': ['zebra_grevys'],
'ec01742c-b317-d03e-08d9-c7b64641524d': ['zebra_grevys'],
'53ea133b-43d9-6bf7-7ced-6f48dcb92be2': ['zebra_grevys'],
'81b69d68-4820-8770-6302-0dd575bcadde': ['zebra_grevys'],
'863c0a39-140f-ec40-589e-dd8fecb4f920': ['zebra_grevys'],
'cd2a1095-c310-2529-176f-d1bd24757403': ['zebra_grevys'],
'a48b177b-b3c5-1a1c-b0fc-683911fcf66a': ['zebra_grevys'],
'00486283-08ba-20e6-8370-d8e081c00d77': ['zebra_grevys'],
'3f4807f8-2abe-c55e-eb58-97a7020da5b7': ['zebra_grevys'],
'2389abe3-a856-44eb-a52a-d390487affb8': ['zebra_grevys'],
'5503e216-eed1-65b4-c119-920a4ffdcbe3': ['zebra_grevys'],
'06e3156a-517c-4175-cdca-31b1732ed90b': ['zebra_grevys'],
'1cdd3836-65a9-8fc6-2876-3c035479ebf0': ['zebra_grevys'],
'f4ff67fb-1c13-203b-627a-9e80cc5338ec': ['zebra_grevys'],
'13f3ed8f-3b8e-4209-331b-b8ed90062d0a': ['zebra_grevys'],
'00261110-594e-2722-3987-86a8d30456ac': ['zebra_grevys'],
'baf37112-c975-1986-ab4a-71ec959344dd': ['zebra_grevys'],
'210921aa-8c68-bc13-6069-174ba3c1efb5': ['zebra_grevys'],
'23a1f36b-5212-284d-e611-2dde1e00f31b': ['zebra_grevys'],
'a5eea180-4556-5dcf-cdc7-2ecb0b2c874e': ['zebra_grevys'],
'38fd5b16-56dd-048f-e978-ffc30ebbe5ab': ['zebra_grevys'],
'a77b852e-9fe4-9fe5-a72a-27bb8485e0dd': ['zebra_grevys'],
'97ddb8eb-18bf-199b-eb09-07a1f549ecde': ['zebra_grevys'],
'25bd5594-f0d0-7fd2-92a1-23bdae126b80': ['zebra_grevys'],
'089ec916-3d40-6319-328e-39a710f82384': ['zebra_grevys'],
'd05c61ab-a3a3-2e0a-7606-818c70f0fd2d': ['zebra_grevys'],
'b6bc7f9c-2a88-888e-055e-3cce425e89c8': ['zebra_grevys'],
'5d8b8ed8-7ef9-6307-4222-c4c5dd6f9d40': ['zebra_grevys'],
'9219edf5-0e00-cc80-5723-e8c783f11009': ['zebra_grevys'],
'90979076-5472-be75-c037-a6fe7928067c': ['zebra_grevys'],
'dad7d016-711a-bc2e-aaef-dbbf13a3dea3': ['zebra_grevys'],
'a89a7fde-1e36-152a-9bb2-c3425ca0bd50': ['zebra_grevys'],
'f710719d-9757-2012-88a5-26ec5c58211e': ['zebra_grevys'],
'16de1793-5679-4be6-adec-3a1a8d9c05c8': ['zebra_grevys'],
'11457a89-7b21-4e18-b2f3-29d16d53a3b1': ['zebra_grevys'],
'bc68f0a5-20cb-2621-9f22-deaae2bce58f': ['zebra_grevys'],
'46e8a6fe-ffa0-6ff7-10a0-a8f57d7eb37e': ['zebra_grevys'],
'73ed29f3-7f30-650b-654d-703343c6323c': ['zebra_grevys'],
'34504047-474f-71e5-5386-a24ab68f9f60': ['zebra_grevys'],
'48a5f6fb-cf5d-c8ba-c497-64d681600e44': ['zebra_grevys'],
'2829f352-46fd-f3f7-3231-293a44ac5acb': ['zebra_grevys'],
'f516f7b1-56d2-b2d6-5168-386725b326a3': ['zebra_grevys'],
'5b34b341-c808-c8a5-e6f9-70f0c814ad75': ['zebra_grevys'],
'8f4fe9f7-d1d0-39ef-48f2-332032ecd51a': ['zebra_grevys'],
'9f05d602-5c1f-499a-67fd-e1f2464c27a2': ['zebra_grevys'],
'a6043ca1-9d27-b11b-110e-9b4d0906d918': ['zebra_grevys'],
'f64df996-2b47-48fe-21cb-3b1bcaa33f53': ['zebra_grevys'],
'917ccb74-4a4f-62ba-1e7a-f2e4a34d5608': ['zebra_grevys'],
'25eacd53-28be-70c4-1f3d-48a1424e091f': ['zebra_grevys'],
'c97fd9aa-f47f-a3e3-c38d-c105934789d1': ['zebra_grevys'],
'59f0ec2a-128f-85fd-48a3-8dbddb5557ab': ['zebra_grevys'],
'73e1d56c-21b1-42cf-e9a7-49996a08c9e1': ['zebra_grevys'],
'6e8f1578-765a-cf56-9e63-97b7eec9358b': ['zebra_grevys'],
'e809c688-17b8-450d-568b-e1dd086864da': ['zebra_grevys'],
'466b73e7-f8ab-ae66-f3a7-ae17e1c6f08e': ['zebra_grevys'],
'b918d18a-c11a-ae42-1b6b-511a43ec22e0': ['zebra_grevys'],
'fd827db6-65fe-bcb6-41d2-250c91c31ddb': ['zebra_grevys'],
'cc8ad76c-a912-4285-ab44-7150a68cfce9': ['zebra_grevys'],
'bea065db-5d80-02b1-7850-5125f716a3b3': ['zebra_grevys'],
'e83a629e-153f-c305-25fb-a319c76b274b': ['zebra_grevys'],
'429f46f8-a970-d03b-4fc3-c06293b6ee14': ['zebra_grevys'],
'a07a97d4-57a8-78d6-34ae-b5e5627576e3': ['zebra_grevys'],
'468fff30-db65-bb6c-2c30-c0e5fd0e85c8': ['zebra_grevys'],
'3bf9e349-8ebb-3479-e297-096fc0358a1e': ['zebra_grevys'],
'7f7c31db-def0-5667-d781-032feccae8d4': ['zebra_grevys'],
'17d8daea-89f1-1b16-6934-ac1fd8bf13e8': ['zebra_grevys'],
'be2afbce-74f3-188e-cb0a-90eee0746790': ['zebra_grevys'],
'056af17d-e853-45f2-6a9a-221563dd6562': ['zebra_grevys'],
'7bfff6c1-012a-9aec-6da3-da73cd36d2a5': ['zebra_grevys'],
'066ddd22-b770-e49b-1f49-310977115e0f': ['zebra_grevys'],
'b1d5440c-e7c5-aa7a-edd4-2105665c7d45': ['zebra_grevys'],
'e6937b69-4a28-c4c0-9f16-3c344c923847': ['zebra_grevys'],
'37353f0d-1682-e7c0-2933-efa44246f241': ['zebra_grevys'],
'2c82e180-ab7e-db7a-7cb0-d3d7251f5742': ['zebra_grevys'],
'1c03e9ce-948f-ee83-976e-5686f871a42d': ['zebra_grevys'],
'1dcc512b-7b5b-277f-93ff-7ac7264c1fb0': ['zebra_grevys'],
'177b47cb-c265-e4d0-11da-812fd48f8785': ['zebra_grevys'],
'ebd123e8-097b-a6e6-bbe8-05ba2da541f1': ['zebra_grevys'],
'8a1adef5-0054-d4d2-2007-534d3e883671': ['zebra_grevys'],
'089273ac-19d6-00f8-ddef-905aa8103c78': ['zebra_grevys'],
'1cc807d0-859a-1998-8b9d-fc1ae0d30c42': ['zebra_grevys'],
'05e126fa-a737-6ae5-a8b9-db85c482fa17': ['zebra_grevys'],
'aaa28383-f379-afb4-68bb-918a0716f828': ['zebra_grevys'],
'053f1892-11b9-01fa-6bbe-65437ecc2cbe': ['zebra_grevys'],
'e3f4190a-4e74-d308-ddbb-335e729104ff': ['zebra_grevys'],
'59926083-1c96-09cd-0be4-08576ec43d3b': ['zebra_grevys'],
'de05cb2c-3640-1a52-5549-442c3f5cf3bc': ['zebra_grevys'],
'8e1a53e8-18c7-c456-658c-4d393616198e': ['zebra_grevys'],
'52d4d3e5-7ccd-34dc-9403-65d5d9268e6b': ['zebra_grevys'],
'7a2fd176-da79-716d-8d79-5653f43c9000': ['zebra_grevys'],
'cbb92e2b-c92f-56ca-d118-7d3cadd99ad8': ['zebra_grevys'],
'1c365b11-088a-4125-dbbe-9f11ca3ad242': ['zebra_grevys'],
'8bbb6de0-3a22-057e-100a-8a0d976833b2': ['zebra_grevys'],
'ba590fe4-2044-f412-9781-b3bc9f48a5f1': ['zebra_grevys'],
'4f3e8683-2618-684b-4389-3ffe2feb052f': ['zebra_grevys'],
'e453245c-e14b-bb26-59cb-1474fac8c223': ['zebra_grevys'],
'0f9990bc-335f-10bc-2aec-60b116312064': ['zebra_grevys'],
'6226295f-47fc-c373-5dac-e92d6f859343': ['zebra_grevys'],
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'816e74ee-2085-d16a-177f-d059afa15f91': ['zebra_grevys'],
'793ac89a-3a46-d97c-e2f1-bd6e26f0af9e': ['zebra_grevys'],
'13bc4eac-428c-dc7b-7d6b-bddf91deb28c': ['zebra_grevys'],
'012a2716-5fb6-8dfd-c83e-ce7240204c9c': ['zebra_grevys'],
'5383d3b3-37cf-8f91-312f-4c37c7aab925': ['zebra_grevys'],
'8aecf5ad-0ab2-3d6c-0e1a-56193423bb3e': ['zebra_grevys'],
'3599165e-3dc4-444b-7133-27070a3a4b90': ['zebra_grevys'],
'a767484d-dd37-2e57-fdd2-e905a2372ec0': ['zebra_grevys'],
'05757ce9-c415-d461-3e6b-dba94d897ade': ['zebra_grevys'],
'dfd73752-4436-4d88-4edd-7dc62479f6cd': ['zebra_grevys'],
'434231cc-8e2e-eec8-7686-4f30e5ad9b65': ['zebra_grevys'],
'f8c0ed94-3a2d-fb56-480a-c044add4732c': ['zebra_grevys'],
'0b96de1b-aba3-654b-4e74-6d167d750151': ['zebra_grevys'],
'f0c5e56c-193a-40df-65ec-66640d35d809': ['zebra_grevys'],
'108d4035-c3d4-2739-0e02-b27246af8a7e': ['zebra_grevys'],
'4003308f-1426-6d27-ac74-2980d40097c2': ['zebra_grevys'],
'8b8402aa-35b1-2bc9-30ba-69cfa37996bd': ['zebra_grevys'],
'4c401c54-d158-ca85-7fd8-0bd11212e6ec': ['zebra_grevys'],
'a320bbb2-da07-a3af-0022-25371196df0d': ['zebra_grevys'],
'37484e6f-6620-94b0-1227-5bd5fab63826': ['zebra_grevys'],
'8a966159-4d0a-3c1d-566a-c544ab706e43': ['zebra_grevys'],
'bf972d8d-b701-5732-769e-654866a0f5a9': ['zebra_grevys'],
'749dec0b-8f3e-0b4f-84b8-c5bb5c48074a': ['zebra_grevys'],
'e10b9730-b73f-fedb-91de-6cfda139e170': ['zebra_grevys'],
'1272838d-2f7c-318f-168f-9fa391007794': ['zebra_grevys'],
'1d1f2d97-87ca-8e42-5526-eefc3731a803': ['zebra_grevys'],
'4a83f863-24c2-0f5f-50be-c353704e6df1': ['zebra_grevys'],
'61956839-6217-9005-0014-584be5a76bab': ['zebra_grevys'],
'6ebf1ae9-74cf-6319-b6ee-c0f4dffd1175': ['zebra_grevys'],
'f406a9ac-42f8-eccf-c155-4ca13cbcd8b9': ['zebra_grevys'],
'68158c7e-9190-190f-f622-5b0b8d4bb43c': ['zebra_grevys'],
'8e3bda7a-eebf-aff0-f98a-1474dbd4da73': ['zebra_grevys'],
'ee274078-a05b-c156-e8c5-97844ee3cb3c': ['zebra_grevys'],
'f814ef8d-0475-80a9-41ed-b6910e8374a1': ['zebra_grevys'],
'e340e7d3-eaee-51d2-0259-8f2f9e51a0b0': ['zebra_grevys'],
'eb0673eb-ebac-754f-51a9-2c41d634643e': ['zebra_grevys'],
'12584a10-82af-0d95-71cf-c15bce204997': ['zebra_grevys'],
'da5e4f18-fd72-62cc-20d7-39d65b29ec27': ['zebra_grevys'],
'a9dc8696-f2af-b6ed-b168-0c02618705af': ['zebra_grevys'],
'01627d53-a7a8-4b86-3ad1-5f309e2e27ba': ['zebra_grevys'],
'4fd23290-bbab-7170-b27e-24ab492dc57a': ['zebra_grevys'],
'00eae339-c167-3058-c965-6f7d0e239e90': ['zebra_grevys'],
'eda47315-ea14-53a3-ca0e-0c2cbc138b1d': ['zebra_grevys'],
'5af570ec-13a9-e499-8b04-a2aea884fa07': ['zebra_grevys'],
'd41c14e0-7a37-523b-e4e0-a50e3371bbff': ['zebra_grevys'],
'2c6b3141-3bd1-c714-00c9-19f9b445af34': ['zebra_grevys'],
'3938090b-7e99-1b7a-ebbe-caef032e0896': ['zebra_grevys'],
'7cc8cf95-f75e-a3ff-596c-e70a15e282dc': ['zebra_grevys'],
'48943fb5-5208-2b91-aaf1-941aa50c0612': ['zebra_grevys'],
'9cf0118e-9b24-f4ad-5ded-6a447167cce4': ['zebra_grevys'],
'95beebb2-abb9-d4c1-7761-01acde50375a': ['zebra_grevys'],
'faf52a70-c206-d14d-fb8b-fe94d989dc04': ['zebra_grevys'],
'4a8f3e91-a297-d61d-33d5-275c79db783b': ['zebra_grevys'],
'684bb08c-bc98-6a54-3eb3-f7b1b4251ae1': ['zebra_grevys'],
'94819baa-5cf2-ab3f-87d6-a9506ffe6605': ['zebra_grevys'],
'068eccce-9b52-270d-ebaa-85910d45c21a': ['zebra_grevys'],
'ce5ed909-c427-f78d-f362-9eb890773e0d': ['zebra_grevys'],
'33455dd8-b1b7-e690-6013-e050aebba437': ['zebra_grevys'],
'460b38e3-fdaa-b673-a316-05d25b24bf6e': ['zebra_grevys'],
'0c7bd1c0-8f97-5d98-3948-d0ded5e5afe5': ['zebra_grevys'],
'4ef6e086-8fb3-346c-8cd1-334620fc0972': ['zebra_grevys'],
'305cd398-9af1-fd17-7158-0dbdb4928bb2': ['zebra_grevys'],
'58466a0a-9638-167a-293a-4d7f53f13e87': ['zebra_grevys'],
'22f822e7-813a-3869-eccd-a187ec753ed1': ['zebra_grevys'],
'fa053e82-4384-58fb-f19b-4051821d8952': ['zebra_grevys'],
'5c3df000-9b99-5cba-52a6-73caa44ea781': ['zebra_grevys'],
'bd4e246b-11d0-76e6-cf9f-113e9edbda23': ['zebra_grevys'],
'41ef06b9-0211-04a8-1e19-5ab480c3ccbe': ['zebra_grevys'],
'e8250f77-2812-04c9-b2cc-4f60025d1d07': ['zebra_grevys'],
'96e4105f-7999-5f1b-a18a-8eac44fbef13': ['zebra_grevys'],
'979b288e-99c4-dcdf-2293-73af921cdfd4': ['zebra_grevys'],
'b7aef091-6d70-03fb-24ae-4aaaeebe2179': ['zebra_grevys'],
'f1619570-5f30-e551-e4a3-ac04dd4e3909': ['zebra_grevys'],
'b7463616-3bec-c3d3-81b6-5edb205269b3': ['zebra_grevys'],
'6768e9ec-cf79-bc3b-adc1-372875006d40': ['zebra_grevys'],
'c98ea32d-4273-4b27-7535-c632748f4846': ['zebra_grevys'],
'6c0726a0-62f8-3311-5dfc-e10bf669320e': ['zebra_grevys'],
'aa19c6d7-f3fb-ab02-125a-736ae8f7eeb1': ['zebra_grevys'],
'4025b4c4-fad1-ef0d-a168-07d3a7e17a89': ['zebra_grevys'],
'79a29210-123d-1256-c1c8-8400a5505f46': ['zebra_grevys'],
'1fd9dccb-b7ab-8d2d-0887-a0b75a4f55da': ['zebra_grevys'],
'56f85dbf-cda4-5cd3-1080-6c042f98046b': ['zebra_grevys'],
'72430a1a-d072-2e69-ea13-1975f6229a80': ['zebra_grevys'],
'3c6be76c-5c01-d5f2-f680-5fc0aefd0b3b': ['zebra_grevys'],
'9c87a4d1-0b90-2beb-08f8-9dcc1221f66e': ['zebra_grevys'],
'6a13dd45-1f35-4119-3d50-5ad493a174e1': ['zebra_grevys'],
'f431a8df-be43-935c-fccc-229fedea0f1f': ['zebra_grevys'],
'a6e40aee-7697-412b-a1cb-8d977f7f1c7f': ['zebra_grevys'],
'6c89aedf-1621-a8ba-2940-0a4277587730': ['zebra_grevys'],
'5a4690be-9461-4af3-6d77-109ac4b7ade7': ['zebra_grevys'],
'e97171b6-9c4a-5c5d-8591-209fb5669164': ['zebra_grevys'],
'e1123f44-9b2a-2ca3-876e-baf90f6f6873': ['zebra_grevys'],
'096edfb9-59f0-d6a1-3387-80ad3e52ecbb': ['zebra_grevys'],
'6098fd21-0330-cb79-f689-760d012a8501': ['zebra_grevys'],
'445ee787-ecb9-1430-cacd-fb41e9dcfc82': ['zebra_grevys'],
'8559eee6-3f6e-cc7a-5cce-6675ab1406f1': ['zebra_grevys'],
'1bed9dd8-263f-dd3e-dc4d-477ae7efee73': ['zebra_grevys'],
'67085e22-af5e-737f-eb83-137360f254bc': ['zebra_grevys'],
'081db547-b9b4-3519-1a58-bafdf9d31b61': ['zebra_grevys'],
'dbfa8847-f080-2eb8-04fe-750e9e5d750c': ['zebra_grevys'],
'105a3cfa-82c6-9946-8b69-b3875636e251': ['zebra_grevys'],
'1cbe7e28-a4a4-a1ce-1cc9-68c4de1cb4ef': ['zebra_grevys'],
'a1126701-d3d1-eee3-c340-731498f491df': ['zebra_grevys'],
'f467bc98-2a1c-59ad-4298-e8e8e54d5da0': ['zebra_grevys'],
'946462ff-1a66-e3b8-9e57-8b1013caf29f': ['zebra_grevys'],
'708305d8-667e-9370-aab8-bce4f226ebaa': ['zebra_grevys'],
'289335f1-971e-ed50-32e7-2d62c5bf2c5a': ['zebra_grevys'],
'eb48a551-d6dc-43aa-47d4-f1c92d606f97': ['zebra_grevys'],
'f2aa2193-bbbd-fc5b-4335-38473b9a83b9': ['zebra_grevys'],
'219fa9c1-ee63-3abf-5ffb-37b8786e7ef8': ['zebra_grevys'],
'8e6db839-43ac-fd25-28f2-f4597dab070a': ['zebra_grevys'],
'81daf4c4-6ce2-2e32-fabc-69a42147a622': ['zebra_grevys'],
'edaaeba7-362d-e58a-317f-a0dd03d12da8': ['zebra_grevys'],
'97bfe27d-631e-989c-f380-cf21be2f9ad1': ['zebra_grevys'],
'dd0fd314-cc94-af39-cbac-e35b1e3e6666': ['zebra_grevys'],
'6ed39429-9066-1a0f-8d77-52567f57a231': ['zebra_grevys'],
'd612b000-8f21-c7c1-01f3-006e1b0af64f': ['zebra_grevys'],
'df951bc5-2e68-ce48-c233-1acb821c978e': ['zebra_grevys'],
'f6967f3a-4a42-30a5-d5ec-1ec629c505f6': ['zebra_grevys'],
'fbb87c48-1a3c-aad6-a8e4-b5bb50e0c36a': ['zebra_grevys'],
'6d6fc8fd-d62d-2bf3-2012-a5128d354f9d': ['zebra_grevys'],
'6c39e394-5b1f-f15b-d79e-1be0e6a4d1ac': ['zebra_grevys'],
'4f5f1e57-bd9e-b3fd-0f93-361e3da985ed': ['zebra_grevys'],
'c11b3980-ea04-7b99-2dc3-774df81970dc': ['zebra_grevys'],
'ee32c401-c252-667f-8d93-12e338bd81ee': ['zebra_grevys'],
'59939154-22ed-24c8-60e4-c5c73cbd49e8': ['zebra_grevys'],
'e11c79d4-3774-5ad7-3943-44b56b351e37': ['zebra_grevys'],
'8ccb5202-b49e-8603-2a05-e164a6349e66': ['zebra_grevys'],
'0f030d8c-abb4-82ec-8006-8174eee6cc35': ['zebra_grevys'],
'cd043fc7-f461-5dc0-8af5-6892cb0f757f': ['zebra_grevys'],
'48969b32-c409-e518-8c81-7bd6af607465': ['zebra_grevys'],
'1b263835-d7b9-6015-a64a-c43a04f3a872': ['zebra_grevys'],
'a8d9d99c-cf28-024d-e56b-af578de61deb': ['zebra_grevys'],
'154bc781-3c68-dc90-e462-20bc352d22e2': ['zebra_grevys'],
'47d31967-6bf3-ccbf-0c38-8871ead78fea': ['zebra_grevys'],
'1ae6b64c-a5d1-f8c1-3f4a-a2200dd41a9d': ['zebra_grevys'],
'a3aebc29-ef26-834d-9b5e-93ec50107f55': ['zebra_grevys'],
'cfdaf074-632f-9860-1f7d-3f724e81a078': ['zebra_grevys'],
'899172bc-c294-b025-2807-2b52c2a2c2d4': ['zebra_grevys'],
'1c29cc3b-dbf2-3687-cfe7-2c168693e77e': ['zebra_grevys'],
'996b18d5-8ed5-a8c3-54a9-9f0837c57b86': ['zebra_grevys'],
'5cd5dd8b-67ff-7d63-829d-c24e3cea3bcc': ['zebra_grevys'],
'f0fd9153-3d1c-50f3-dc89-0d6f2e628781': ['zebra_grevys'],
'6b53d2c5-c3b2-c470-6100-7100af4ca06e': ['zebra_grevys'],
'127faf7e-1a94-fba3-b386-b7237f3018d8': ['zebra_grevys'],
'b4b04f1e-8132-8b26-9ea2-3821eae44379': ['zebra_grevys'],
'fd27ae4f-bba0-a998-e937-d1ca69975170': ['zebra_grevys'],
'16b2ba33-cdb1-14e6-33d9-dd4668671f44': ['zebra_grevys'],
'650c4300-5a51-2e6a-c5a6-fbe66a9225bb': ['zebra_grevys'],
'00c64f84-6e0d-c31b-ae1a-6df95a601f71': ['zebra_grevys'],
'57fc6cb3-8d61-3930-bf97-daf5ca702fa2': ['zebra_grevys'],
'e80c6fac-d48d-948b-ab50-7ebf6a00fdd4': ['zebra_grevys'],
'f9603853-526d-2a7e-f8ca-87225a110045': ['zebra_grevys'],
'f4b030dd-21ca-ffaf-b04e-ecfbdb7aa5a2': ['zebra_grevys'],
'730c9289-d907-1a0c-021c-aec5f6e1043f': ['zebra_grevys'],
'acd3857e-4b42-d694-49c1-12995fa03b96': ['zebra_grevys'],
'1ee4c4ae-05c7-106d-d3d8-1ab71300eb11': ['zebra_grevys'],
'03004e6e-5798-643f-ac62-f6d6fb0fe1d6': ['zebra_grevys'],
'758557cb-2bc5-29c7-a004-39da3e193e6d': ['zebra_grevys'],
'a22c4316-38c5-9397-9004-c40701cef6a9': ['zebra_grevys'],
'ecbbca22-2d0e-4942-2df9-11b55fde0d8e': ['zebra_grevys'],
'38d78101-1389-8686-36d1-f744729d4060': ['zebra_grevys'],
'd4b9152b-a5a0-1984-10a8-edce1797e6f0': ['zebra_grevys'],
'a2b660dd-f887-97c7-a302-444912c31300': ['zebra_grevys'],
'17d5ccee-5127-5ea9-8ecf-de047c9c106e': ['zebra_grevys'],
'b1339d6d-0084-d76b-c3cf-ebdafd42c4a5': ['zebra_grevys'],
'f8a0a3e0-23f6-e85e-649c-e4f58014d50e': ['zebra_grevys'],
'1e72b2c2-4f83-5ec2-8cc9-860c8adc354a': ['zebra_grevys'],
'd0f1a16a-2e84-de08-a090-81af28693be0': ['zebra_grevys'],
'05a5c771-046c-50d1-1e7b-a0dad32b1ce4': ['zebra_grevys'],
'889dce88-1a1f-691e-3a3e-24990b237c90': ['zebra_grevys'],
'a221e84a-cd79-1094-b11a-d5b902f50ecc': ['zebra_grevys'],
'db82c135-100d-62f9-6a25-cac1c1776387': ['zebra_grevys'],
'3b759a6b-1f70-b784-0453-4e73e3b3625f': ['zebra_grevys'],
'1ce6cafe-1179-5cf4-91dc-a454a5eb834d': ['zebra_grevys'],
'f177d6d2-2b3c-7a42-52b6-a437f0448b03': ['zebra_grevys'],
'29d674ff-9dfe-e962-aad4-7522b4f880b7': ['zebra_grevys'],
'2e2678ef-5e8e-7082-032f-6170dd2d8e13': ['zebra_grevys'],
'e4641c0e-7f32-f730-4999-ee8a16fe09b4': ['zebra_grevys'],
'b0281149-1672-404d-cfd8-d8a64118297f': ['zebra_grevys'],
...}
In [79]:
DS.getCountingLogic2(client, "species", "GZC", False, blah='blah')
Out[79]:
{'8648': ['zebra_plains'],
'2056': ['zebra_plains'],
'7661': ['giraffe_masai'],
'6466': ['giraffe_masai'],
'4835': ['zebra_plains'],
'1648': ['zebra_plains'],
'2736': ['zebra_plains'],
'867': ['zebra_plains'],
'4675': ['zebra_plains'],
'6681': ['zebra_plains'],
'5187': ['zebra_plains'],
'1334': ['giraffe_masai', 'zebra_plains'],
'2164': ['giraffe_masai'],
'5031': ['zebra_plains'],
'6919': ['giraffe_masai'],
'4321': ['zebra_plains'],
'6831': ['zebra_plains'],
'1168': ['zebra_plains'],
'9360': ['zebra_plains'],
'1261': ['giraffe_masai'],
'4001': ['zebra_plains'],
'8364': ['giraffe_masai'],
'8821': ['zebra_plains'],
'7190': ['zebra_plains'],
'8789': ['zebra_plains'],
'5467': ['giraffe_masai'],
'6425': ['zebra_plains'],
'8680': ['zebra_plains'],
'2085': ['zebra_plains'],
'5062': ['zebra_plains'],
'4799': ['zebra_plains'],
'7197': ['zebra_plains'],
'2273': ['zebra_plains'],
'3296': ['giraffe_masai'],
'2301': ['zebra_plains'],
'9059': ['zebra_plains'],
'1760': ['zebra_plains'],
'843': ['zebra_plains'],
'8807': ['zebra_plains'],
'261': ['zebra_plains'],
'365': ['giraffe_masai'],
'7493': ['zebra_plains'],
'8896': ['zebra_plains'],
'6935': ['giraffe_masai'],
'4789': ['zebra_plains'],
'6958': ['giraffe_masai'],
'7902': ['zebra_plains'],
'1753': ['zebra_plains'],
'1594': ['zebra_plains'],
'6631': ['zebra_plains'],
'3493': ['zebra_plains'],
'7830': ['zebra_plains'],
'1464': ['zebra_plains'],
'6391': ['zebra_plains'],
'8922': ['zebra_plains'],
'935': ['zebra_plains'],
'3627': ['zebra_plains'],
'8750': ['zebra_plains'],
'8672': ['zebra_plains'],
'8412': ['zebra_plains'],
'2189': ['zebra_plains'],
'6795': ['giraffe_masai'],
'2434': ['zebra_plains'],
'8044': ['zebra_plains'],
'1372': ['zebra_plains'],
'1128': ['zebra_plains'],
'8570': ['zebra_plains'],
'5547': ['giraffe_masai'],
'2274': ['zebra_plains'],
'1126': ['giraffe_masai'],
'2633': ['zebra_plains'],
'6721': ['zebra_plains'],
'2768': ['zebra_plains'],
'5316': ['zebra_plains'],
'8498': ['zebra_plains'],
'2973': ['zebra_plains'],
'6373': ['zebra_plains'],
'346': ['giraffe_masai'],
'1408': ['giraffe_masai'],
'6239': ['zebra_plains'],
'8114': ['zebra_plains'],
'5584': ['giraffe_masai'],
'5546': ['giraffe_masai'],
'8127': ['zebra_plains'],
'3028': ['zebra_plains'],
'395': ['zebra_plains'],
'2409': ['zebra_plains'],
'3357': ['zebra_plains'],
'9219': ['giraffe_masai'],
'1942': ['zebra_plains'],
'44': ['zebra_plains'],
'6143': ['zebra_plains'],
'4231': ['zebra_plains'],
'610': ['zebra_plains'],
'7217': ['zebra_plains'],
'255': ['zebra_plains'],
'6158': ['zebra_plains'],
'8012': ['zebra_plains'],
'8879': ['zebra_plains'],
'3395': ['zebra_plains'],
'3585': ['zebra_plains'],
'9190': ['zebra_plains'],
'8204': ['zebra_plains'],
'2883': ['zebra_plains'],
'2145': ['zebra_plains'],
'2406': ['zebra_plains'],
'5571': ['giraffe_masai'],
'799': ['zebra_plains'],
'5494': ['zebra_plains'],
'8313': ['zebra_plains'],
'5466': ['giraffe_masai'],
'6528': ['zebra_plains'],
'2693': ['zebra_plains'],
'8122': ['zebra_plains'],
'787': ['zebra_plains'],
'7417': ['zebra_plains'],
'2688': ['zebra_plains'],
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'5116': ['zebra_plains'],
'7035': ['zebra_plains'],
'3308': ['giraffe_masai'],
'9': ['giraffe_masai'],
'2365': ['zebra_plains'],
'3264': ['zebra_plains'],
'6452': ['zebra_plains'],
'4416': ['zebra_plains'],
'1822': ['zebra_plains'],
'1990': ['zebra_plains'],
'730': ['zebra_plains'],
'4620': ['zebra_plains'],
'1829': ['zebra_plains'],
'4560': ['zebra_plains'],
'2432': ['zebra_plains'],
'2955': ['zebra_plains'],
'7882': ['zebra_plains'],
'5557': ['giraffe_masai'],
'8440': ['zebra_plains'],
'8351': ['giraffe_masai'],
'9132': ['giraffe_masai'],
'4905': ['zebra_plains'],
'1794': ['zebra_plains'],
'9119': ['zebra_plains'],
'3148': ['zebra_plains'],
'4945': ['zebra_plains'],
'1839': ['zebra_plains'],
'2389': ['zebra_plains'],
'5153': ['zebra_plains'],
'2628': ['giraffe_masai'],
'2591': ['zebra_plains'],
'4467': ['zebra_plains'],
'265': ['zebra_plains'],
'2318': ['zebra_plains'],
'2600': ['zebra_plains'],
'6247': ['zebra_plains'],
'2358': ['zebra_plains'],
'4108': ['zebra_plains'],
'916': ['zebra_plains'],
'241': ['zebra_plains'],
'8213': ['zebra_plains'],
'8528': ['zebra_plains'],
'7790': ['zebra_plains'],
'729': ['zebra_plains'],
'8092': ['zebra_plains'],
'6523': ['zebra_plains'],
'6421': ['zebra_plains'],
'4658': ['zebra_plains'],
'3601': ['zebra_plains'],
'757': ['zebra_plains'],
'3504': ['zebra_plains'],
'1769': ['zebra_plains'],
'3639': ['giraffe_masai'],
'4440': ['giraffe_masai'],
'9403': ['giraffe_masai'],
'4649': ['zebra_plains'],
'3993': ['zebra_plains'],
'9368': ['giraffe_masai'],
'5468': ['giraffe_masai'],
'2395': ['zebra_plains'],
'8885': ['zebra_plains'],
'965': ['zebra_plains'],
'2797': ['giraffe_masai'],
'1818': ['zebra_plains'],
'2639': ['zebra_plains'],
'403': ['giraffe_masai'],
'6393': ['zebra_plains'],
'4987': ['zebra_plains'],
'8724': ['zebra_plains'],
'2657': ['zebra_plains'],
'6781': ['giraffe_masai'],
'9303': ['giraffe_masai'],
'3234': ['zebra_plains'],
'1635': ['zebra_plains'],
'2300': ['zebra_plains'],
'1642': ['zebra_plains'],
'4804': ['zebra_plains'],
'6140': ['zebra_plains'],
'578': ['zebra_plains'],
'2926': ['zebra_plains'],
'9126': ['zebra_plains'],
'9165': ['giraffe_masai'],
'8167': ['zebra_plains'],
'8731': ['zebra_plains'],
'1967': ['zebra_plains'],
'2941': ['zebra_plains'],
'8757': ['zebra_plains'],
'1838': ['zebra_plains'],
'8632': ['zebra_plains'],
'4403': ['zebra_plains'],
'5185': ['zebra_plains'],
'8480': ['zebra_plains'],
'7187': ['zebra_plains'],
'2418': ['zebra_plains'],
'8751': ['zebra_plains'],
'6076': ['zebra_plains'],
'4960': ['zebra_plains'],
'7350': ['zebra_plains'],
'1446': ['zebra_plains'],
'7276': ['giraffe_masai'],
'4961': ['zebra_plains'],
'1986': ['zebra_plains'],
'524': ['zebra_plains'],
'4932': ['zebra_plains'],
'1779': ['zebra_plains'],
'8779': ['zebra_plains'],
'329': ['zebra_plains'],
'9239': ['zebra_plains'],
'4125': ['zebra_plains'],
'5488': ['zebra_plains'],
'6714': ['zebra_plains'],
'3134': ['zebra_plains'],
'166': ['zebra_plains'],
'9325': ['giraffe_masai'],
'3024': ['zebra_plains'],
'6383': ['zebra_plains'],
'7442': ['zebra_plains'],
'967': ['zebra_plains'],
'4641': ['zebra_plains'],
'553': ['zebra_plains'],
'751': ['zebra_plains'],
'642': ['giraffe_masai'],
'8068': ['zebra_plains'],
'927': ['giraffe_masai'],
'3494': ['zebra_plains'],
'1303': ['zebra_plains'],
'7863': ['zebra_plains'],
'9074': ['zebra_plains'],
'8099': ['zebra_plains'],
'7288': ['zebra_plains'],
'4918': ['zebra_plains'],
'6228': ['zebra_plains'],
'9281': ['zebra_plains'],
'1167': ['zebra_plains'],
'6154': ['zebra_plains'],
'3298': ['giraffe_masai'],
'9201': ['zebra_plains'],
'8772': ['zebra_plains'],
'584': ['giraffe_masai'],
'264': ['zebra_plains'],
'8585': ['zebra_plains'],
'1455': ['zebra_plains'],
'2439': ['zebra_plains'],
'5083': ['zebra_plains'],
'885': ['giraffe_masai'],
'8761': ['zebra_plains'],
'6629': ['zebra_plains'],
'5139': ['zebra_plains'],
'6809': ['zebra_plains'],
'5231': ['zebra_plains'],
'108': ['zebra_plains'],
'8526': ['zebra_plains'],
'8302': ['zebra_plains'],
'6197': ['zebra_plains'],
'7303': ['zebra_plains'],
'8511': ['zebra_plains'],
'5241': ['zebra_plains'],
'5018': ['giraffe_masai'],
'8765': ['zebra_plains'],
'1539': ['zebra_plains'],
'8515': ['zebra_plains'],
'7426': ['zebra_plains'],
'2069': ['giraffe_masai'],
'9060': ['zebra_plains'],
'7614': ['zebra_plains'],
'7720': ['giraffe_masai'],
'5238': ['giraffe_masai'],
'1011': ['zebra_plains'],
'1465': ['zebra_plains'],
'80': ['zebra_plains'],
'26': ['zebra_plains'],
'1585': ['zebra_plains'],
'1973': ['zebra_plains'],
'8116': ['zebra_plains'],
'7962': ['zebra_plains'],
'5082': ['zebra_plains'],
'8428': ['zebra_plains'],
'9362': ['zebra_plains'],
'1957': ['zebra_plains'],
'3214': ['giraffe_masai'],
'5039': ['zebra_plains'],
'5227': ['zebra_plains'],
'4647': ['zebra_plains'],
'2430': ['zebra_plains'],
'1010': ['zebra_plains'],
'132': ['zebra_plains'],
'1029': ['zebra_plains'],
'2782': ['zebra_plains'],
'8640': ['zebra_plains'],
'5499': ['zebra_plains'],
'3944': ['zebra_plains'],
'3144': ['giraffe_masai'],
'1729': ['zebra_plains'],
'4821': ['zebra_plains'],
'6670': ['zebra_plains'],
'2666': ['zebra_plains'],
'1238': ['zebra_plains'],
'975': ['zebra_plains'],
'8700': ['zebra_plains'],
'3153': ['zebra_plains'],
'6371': ['zebra_plains'],
'6464': ['giraffe_masai'],
'4995': ['zebra_plains'],
'2570': ['zebra_plains'],
'440': ['giraffe_masai'],
'8016': ['zebra_plains'],
'8810': ['zebra_plains'],
'9330': ['giraffe_masai'],
'7937': ['zebra_plains'],
'1190': ['zebra_plains'],
'968': ['zebra_plains'],
'3083': ['giraffe_masai'],
'8940': ['zebra_plains'],
'2943': ['zebra_plains'],
'6754': ['zebra_plains'],
'3948': ['zebra_plains'],
'4978': ['zebra_plains'],
'1411': ['giraffe_masai', 'zebra_plains'],
'498': ['giraffe_masai'],
'3384': ['zebra_plains'],
'665': ['zebra_plains'],
'4069': ['giraffe_masai'],
'9031': ['zebra_plains'],
'5080': ['zebra_plains'],
'8517': ['zebra_plains'],
'8785': ['zebra_plains'],
'59': ['zebra_plains'],
'5509': ['zebra_plains'],
'6739': ['zebra_plains'],
'7289': ['zebra_plains'],
'41': ['giraffe_masai'],
'9211': ['zebra_plains'],
'1344': ['giraffe_masai'],
'6297': ['zebra_plains'],
'417': ['zebra_plains'],
'3252': ['zebra_plains'],
'7660': ['giraffe_masai'],
'8299': ['zebra_plains'],
'7942': ['zebra_plains'],
'8475': ['zebra_plains'],
'8041': ['zebra_plains'],
'7544': ['zebra_plains'],
'8843': ['zebra_plains'],
'1842': ['zebra_plains'],
'1004': ['zebra_plains'],
'1646': ['zebra_plains'],
'3116': ['zebra_plains'],
'554': ['zebra_plains'],
'2746': ['giraffe_masai'],
'4421': ['zebra_plains'],
'5565': ['giraffe_masai'],
'2958': ['zebra_plains'],
'8558': ['zebra_plains'],
'9290': ['zebra_plains'],
'7050': ['zebra_plains'],
'6198': ['zebra_plains'],
'6636': ['zebra_plains'],
...}
In [70]:
IMH.extractImageFeaturesFromMap(client, "species", source="GZC")
GZC
Out[70]:
{'8648': ['zebra_plains'],
'2056': ['zebra_plains'],
'7661': ['giraffe_masai'],
'6466': ['giraffe_masai', 'giraffe_masai', 'giraffe_masai'],
'4835': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'7489': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'2736': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'867': ['zebra_plains', 'zebra_plains'],
'4675': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'6681': ['zebra_plains'],
'5187': ['zebra_plains'],
'1334': ['giraffe_masai',
'giraffe_masai',
'giraffe_masai',
'giraffe_masai',
'giraffe_masai',
'zebra_plains'],
'2164': ['giraffe_masai', 'giraffe_masai'],
'5031': ['zebra_plains'],
'6919': ['giraffe_masai'],
'6831': ['zebra_plains'],
'1168': ['zebra_plains'],
'9360': ['zebra_plains'],
'1261': ['giraffe_masai'],
'4001': ['zebra_plains'],
'2799': ['giraffe_masai'],
'8364': ['giraffe_masai', 'giraffe_masai'],
'5012': ['zebra_plains'],
'8821': ['zebra_plains', 'zebra_plains'],
'7190': ['zebra_plains'],
'8789': ['zebra_plains'],
'5467': ['giraffe_masai', 'giraffe_masai', 'giraffe_masai'],
'6425': ['zebra_plains'],
'8680': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'2085': ['zebra_plains', 'zebra_plains'],
'7': ['zebra_plains'],
'4799': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'7197': ['zebra_plains'],
'4648': ['zebra_plains'],
'5710': ['giraffe_masai', 'giraffe_masai'],
'3296': ['giraffe_masai'],
'2301': ['zebra_plains', 'zebra_plains'],
'9059': ['zebra_plains', 'zebra_plains'],
'139': ['zebra_plains'],
'843': ['zebra_plains'],
'8807': ['zebra_plains'],
'261': ['zebra_plains'],
'365': ['giraffe_masai'],
'7493': ['zebra_plains', 'zebra_plains'],
'8896': ['zebra_plains'],
'6935': ['giraffe_masai'],
'4789': ['zebra_plains'],
'6958': ['giraffe_masai', 'giraffe_masai'],
'7902': ['zebra_plains'],
'1753': ['zebra_plains'],
'1594': ['zebra_plains'],
'6631': ['zebra_plains'],
'3493': ['zebra_plains'],
'7830': ['zebra_plains', 'zebra_plains'],
'1464': ['zebra_plains'],
'6391': ['zebra_plains', 'zebra_plains'],
'8922': ['zebra_plains'],
'935': ['zebra_plains'],
'3627': ['zebra_plains'],
'8672': ['zebra_plains', 'zebra_plains'],
'8412': ['zebra_plains'],
'2189': ['zebra_plains', 'zebra_plains'],
'6648': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'2434': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'8044': ['zebra_plains', 'zebra_plains'],
'1372': ['zebra_plains', 'zebra_plains'],
'8570': ['zebra_plains'],
'5547': ['giraffe_masai'],
'2274': ['zebra_plains', 'zebra_plains'],
'1126': ['giraffe_masai'],
'2633': ['zebra_plains'],
'6721': ['zebra_plains', 'zebra_plains'],
'2768': ['zebra_plains', 'zebra_plains'],
'5316': ['zebra_plains', 'zebra_plains'],
'8498': ['zebra_plains'],
'2973': ['zebra_plains', 'zebra_plains'],
'6373': ['zebra_plains'],
'346': ['giraffe_masai'],
'1408': ['giraffe_masai'],
'6239': ['zebra_plains'],
'8114': ['zebra_plains'],
'5584': ['giraffe_masai', 'giraffe_masai'],
'5546': ['giraffe_masai'],
'8127': ['zebra_plains', 'zebra_plains'],
'3028': ['zebra_plains'],
'2807': ['giraffe_masai'],
'395': ['zebra_plains'],
'2409': ['zebra_plains'],
'3357': ['zebra_plains'],
'9219': ['giraffe_masai'],
'44': ['zebra_plains'],
'6143': ['zebra_plains'],
'4231': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'610': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'7217': ['zebra_plains'],
'255': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'6158': ['zebra_plains'],
'8716': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'8012': ['zebra_plains', 'zebra_plains'],
'8879': ['zebra_plains'],
'3395': ['zebra_plains'],
'3585': ['zebra_plains'],
'9190': ['zebra_plains'],
'8204': ['zebra_plains'],
'2883': ['zebra_plains', 'zebra_plains'],
'2145': ['zebra_plains'],
'2406': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'5571': ['giraffe_masai', 'giraffe_masai'],
'799': ['zebra_plains', 'zebra_plains'],
'8313': ['zebra_plains'],
'5466': ['giraffe_masai', 'giraffe_masai'],
'6528': ['zebra_plains', 'zebra_plains'],
'2693': ['zebra_plains'],
'8122': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'787': ['zebra_plains'],
'7417': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'2688': ['zebra_plains', 'zebra_plains'],
'5838': ['zebra_plains'],
'145': ['zebra_plains'],
'126': ['zebra_plains'],
'8908': ['zebra_plains'],
'1163': ['zebra_plains'],
'2362': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'8862': ['zebra_plains'],
'3364': ['zebra_plains'],
'1831': ['zebra_plains', 'zebra_plains'],
'659': ['zebra_plains'],
'829': ['zebra_plains', 'zebra_plains'],
'3134': ['zebra_plains'],
'5614': ['zebra_plains'],
'9201': ['zebra_plains'],
'8621': ['zebra_plains'],
'1455': ['zebra_plains'],
'3304': ['giraffe_masai'],
'4889': ['zebra_plains'],
'8526': ['zebra_plains'],
'9331': ['giraffe_masai'],
'9235': ['zebra_plains', 'zebra_plains'],
'1386': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'9108': ['zebra_plains', 'zebra_plains'],
'8864': ['zebra_plains'],
'1579': ['zebra_plains'],
'5330': ['zebra_plains'],
'7081': ['zebra_plains', 'zebra_plains'],
'2802': ['giraffe_masai'],
'7575': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'2227': ['zebra_plains', 'zebra_plains'],
'849': ['zebra_plains'],
'2845': ['zebra_plains', 'zebra_plains'],
'7204': ['zebra_plains'],
'469': ['zebra_plains'],
'8726': ['zebra_plains'],
'4293': ['zebra_plains', 'zebra_plains'],
'85': ['zebra_plains'],
'8838': ['zebra_plains'],
'4625': ['zebra_plains', 'zebra_plains'],
'2710': ['zebra_plains'],
'7445': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'3515': ['zebra_plains'],
'1937': ['zebra_plains'],
'4437': ['giraffe_masai'],
'5062': ['zebra_plains'],
'552': ['zebra_plains'],
'9105': ['zebra_plains'],
'1174': ['zebra_plains', 'zebra_plains'],
'287': ['zebra_plains'],
'5172': ['zebra_plains', 'zebra_plains'],
'952': ['zebra_plains'],
'9170': ['giraffe_masai'],
'6666': ['zebra_plains'],
'2783': ['zebra_plains'],
'637': ['zebra_plains', 'zebra_plains'],
'2796': ['giraffe_masai'],
'4820': ['giraffe_masai'],
'6642': ['zebra_plains'],
'8214': ['zebra_plains'],
'4226': ['zebra_plains', 'zebra_plains'],
'649': ['zebra_plains'],
'5028': ['zebra_plains'],
'7605': ['zebra_plains'],
'5104': ['zebra_plains'],
'5101': ['zebra_plains'],
'6311': ['zebra_plains'],
'6279': ['zebra_plains'],
'1611': ['zebra_plains'],
'8535': ['zebra_plains'],
'6533': ['zebra_plains', 'zebra_plains'],
'7503': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'8755': ['zebra_plains'],
'5361': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'1992': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'7980': ['zebra_plains', 'zebra_plains'],
'658': ['zebra_plains'],
'8521': ['zebra_plains'],
'140': ['zebra_plains', 'zebra_plains'],
'9166': ['giraffe_masai'],
'6948': ['zebra_plains'],
'794': ['zebra_plains'],
'8565': ['zebra_plains', 'zebra_plains'],
'7518': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'716': ['zebra_plains'],
'709': ['zebra_plains'],
'3934': ['zebra_plains'],
'3557': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'7176': ['zebra_plains'],
'9052': ['zebra_plains'],
'6794': ['giraffe_masai'],
'5188': ['zebra_plains'],
'2281': ['zebra_plains'],
'1760': ['zebra_plains'],
'7328': ['zebra_plains'],
'9083': ['zebra_plains'],
'6532': ['zebra_plains'],
'1977': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'6189': ['zebra_plains'],
'7358': ['zebra_plains'],
'8710': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'3208': ['zebra_plains'],
'1628': ['zebra_plains'],
'6123': ['giraffe_masai', 'giraffe_masai', 'giraffe_masai'],
'8707': ['zebra_plains', 'zebra_plains'],
'3396': ['zebra_plains'],
'6401': ['zebra_plains', 'zebra_plains'],
'6555': ['zebra_plains'],
'2284': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'1548': ['zebra_plains'],
'8888': ['zebra_plains'],
'2366': ['zebra_plains', 'zebra_plains'],
'2730': ['zebra_plains'],
'6633': ['zebra_plains'],
'9224': ['giraffe_masai'],
'9110': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'6672': ['zebra_plains'],
'2302': ['zebra_plains'],
'7728': ['giraffe_masai', 'giraffe_masai', 'giraffe_masai'],
'8149': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'8096': ['zebra_plains', 'zebra_plains'],
'9124': ['giraffe_masai', 'zebra_plains', 'zebra_plains'],
'8430': ['zebra_plains', 'zebra_plains'],
'7411': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'7858': ['zebra_plains', 'zebra_plains'],
'6404': ['zebra_plains'],
'2339': ['zebra_plains'],
'9098': ['zebra_plains'],
'4753': ['zebra_plains'],
'5036': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'1604': ['zebra_plains'],
'5228': ['zebra_plains'],
'1601': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'7479': ['zebra_plains', 'zebra_plains'],
'3963': ['zebra_plains'],
'348': ['zebra_plains'],
'3510': ['zebra_plains'],
'1382': ['zebra_plains'],
'6127': ['giraffe_masai', 'giraffe_masai'],
'4637': ['zebra_plains'],
'6478': ['zebra_plains'],
'3994': ['zebra_plains'],
'3236': ['zebra_plains'],
'1296': ['zebra_plains', 'zebra_plains'],
'2425': ['zebra_plains', 'zebra_plains'],
'1193': ['zebra_plains'],
'2885': ['zebra_plains'],
'2356': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'1637': ['zebra_plains'],
'1295': ['zebra_plains', 'zebra_plains'],
'3974': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'392': ['zebra_plains'],
'7657': ['giraffe_masai'],
'719': ['zebra_plains', 'zebra_plains'],
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'1839': ['zebra_plains', 'zebra_plains'],
'2389': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'2628': ['giraffe_masai', 'giraffe_masai'],
'2591': ['zebra_plains'],
'4467': ['zebra_plains'],
'265': ['zebra_plains', 'zebra_plains'],
'2318': ['zebra_plains'],
'8564': ['zebra_plains', 'zebra_plains'],
'6247': ['zebra_plains'],
'2358': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'4108': ['zebra_plains'],
'916': ['zebra_plains'],
'241': ['zebra_plains'],
'8213': ['zebra_plains'],
'8528': ['zebra_plains'],
'7790': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'729': ['zebra_plains'],
'8092': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'6523': ['zebra_plains'],
'6421': ['zebra_plains'],
'3601': ['zebra_plains'],
'8295': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'757': ['zebra_plains'],
'3504': ['zebra_plains'],
'1769': ['zebra_plains'],
'8727': ['zebra_plains'],
'8835': ['zebra_plains'],
'4440': ['giraffe_masai'],
'3245': ['zebra_plains'],
'4649': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'9368': ['giraffe_masai'],
'5468': ['giraffe_masai', 'giraffe_masai'],
'2395': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'8885': ['zebra_plains'],
'1773': ['zebra_plains', 'zebra_plains'],
'2797': ['giraffe_masai'],
'1818': ['zebra_plains'],
'2639': ['zebra_plains'],
'403': ['giraffe_masai'],
'6393': ['zebra_plains'],
'4987': ['zebra_plains'],
'8724': ['zebra_plains', 'zebra_plains'],
'2657': ['zebra_plains'],
'6781': ['giraffe_masai', 'giraffe_masai'],
'9303': ['giraffe_masai'],
'3234': ['zebra_plains'],
'1635': ['zebra_plains'],
'2300': ['zebra_plains'],
'1642': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'4804': ['zebra_plains'],
'6140': ['zebra_plains'],
'8294': ['zebra_plains'],
'2926': ['zebra_plains', 'zebra_plains'],
'9126': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'9165': ['giraffe_masai'],
'8167': ['zebra_plains'],
'8731': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'1967': ['zebra_plains'],
'2941': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'8757': ['zebra_plains'],
'1838': ['zebra_plains'],
'8632': ['zebra_plains'],
'4403': ['zebra_plains'],
'5185': ['zebra_plains'],
'8480': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'7187': ['zebra_plains'],
'2418': ['zebra_plains'],
'8751': ['zebra_plains', 'zebra_plains'],
'6076': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'4960': ['zebra_plains'],
'7350': ['zebra_plains'],
'1446': ['zebra_plains', 'zebra_plains'],
'7276': ['giraffe_masai'],
'4961': ['zebra_plains'],
'1986': ['zebra_plains'],
'524': ['zebra_plains'],
'4932': ['zebra_plains'],
'1779': ['zebra_plains', 'zebra_plains'],
'8779': ['zebra_plains'],
'329': ['zebra_plains'],
'9239': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'4125': ['zebra_plains'],
'5488': ['zebra_plains'],
'6714': ['zebra_plains', 'zebra_plains'],
'4669': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'166': ['zebra_plains'],
'9325': ['giraffe_masai'],
'3024': ['zebra_plains'],
'6383': ['zebra_plains'],
'7442': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'967': ['zebra_plains'],
'4641': ['zebra_plains'],
'553': ['zebra_plains'],
'751': ['zebra_plains', 'zebra_plains'],
'642': ['giraffe_masai'],
'8068': ['zebra_plains'],
'3494': ['zebra_plains'],
'1303': ['zebra_plains', 'zebra_plains'],
'7863': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'9074': ['zebra_plains'],
'8099': ['zebra_plains'],
'7288': ['zebra_plains'],
'4918': ['zebra_plains'],
'6228': ['zebra_plains'],
'1167': ['zebra_plains'],
'6154': ['zebra_plains', 'zebra_plains'],
'3298': ['giraffe_masai'],
'5475': ['giraffe_masai', 'giraffe_masai', 'giraffe_masai'],
'8772': ['zebra_plains'],
'584': ['giraffe_masai', 'giraffe_masai'],
'264': ['zebra_plains', 'zebra_plains'],
'6364': ['zebra_plains', 'zebra_plains'],
'1331': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'2439': ['zebra_plains'],
'5083': ['zebra_plains'],
'885': ['giraffe_masai'],
'8761': ['zebra_plains'],
'6629': ['zebra_plains'],
'5139': ['zebra_plains'],
'6809': ['zebra_plains'],
'5231': ['zebra_plains'],
'108': ['zebra_plains'],
'4584': ['zebra_plains'],
'8302': ['zebra_plains', 'zebra_plains'],
'6197': ['zebra_plains'],
'7303': ['zebra_plains'],
'8511': ['zebra_plains'],
'5241': ['zebra_plains', 'zebra_plains'],
'5018': ['giraffe_masai'],
'8765': ['zebra_plains'],
'1539': ['zebra_plains', 'zebra_plains'],
'8515': ['zebra_plains', 'zebra_plains'],
'7426': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'2069': ['giraffe_masai', 'giraffe_masai'],
'9060': ['zebra_plains', 'zebra_plains'],
'7614': ['zebra_plains', 'zebra_plains'],
'8463': ['zebra_plains'],
'7720': ['giraffe_masai'],
'5238': ['giraffe_masai'],
'1011': ['zebra_plains', 'zebra_plains'],
'1465': ['zebra_plains', 'zebra_plains'],
'80': ['zebra_plains'],
'26': ['zebra_plains'],
'6285': ['zebra_plains'],
'1973': ['zebra_plains', 'zebra_plains'],
'8116': ['zebra_plains', 'zebra_plains'],
'7962': ['zebra_plains'],
'5082': ['zebra_plains'],
'8428': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'9362': ['zebra_plains'],
'1957': ['zebra_plains', 'zebra_plains'],
'4944': ['zebra_plains'],
'5039': ['zebra_plains'],
'2863': ['giraffe_masai'],
'5227': ['zebra_plains'],
'4647': ['zebra_plains', 'zebra_plains'],
'2430': ['zebra_plains', 'zebra_plains'],
'1010': ['zebra_plains', 'zebra_plains'],
'132': ['zebra_plains'],
'1029': ['zebra_plains'],
'2782': ['zebra_plains', 'zebra_plains'],
'8640': ['zebra_plains'],
'5499': ['zebra_plains', 'zebra_plains'],
'2923': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'3144': ['giraffe_masai'],
'1729': ['zebra_plains'],
'4821': ['zebra_plains'],
'6670': ['zebra_plains'],
'2666': ['zebra_plains'],
'1238': ['zebra_plains'],
'975': ['zebra_plains'],
'8700': ['zebra_plains'],
'3153': ['zebra_plains'],
'6371': ['zebra_plains'],
'6464': ['giraffe_masai', 'giraffe_masai', 'giraffe_masai'],
'4995': ['zebra_plains'],
'8461': ['zebra_plains'],
'440': ['giraffe_masai'],
'655': ['zebra_plains', 'zebra_plains'],
'8810': ['zebra_plains', 'zebra_plains'],
'2893': ['zebra_plains', 'zebra_plains'],
'9330': ['giraffe_masai'],
'7937': ['zebra_plains'],
'1190': ['zebra_plains'],
'2400': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'968': ['zebra_plains'],
'3083': ['giraffe_masai'],
'8940': ['zebra_plains'],
'2943': ['zebra_plains'],
'6754': ['zebra_plains', 'zebra_plains'],
'3715': ['zebra_plains'],
'4978': ['zebra_plains', 'zebra_plains'],
'1411': ['giraffe_masai',
'giraffe_masai',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'498': ['giraffe_masai'],
'147': ['zebra_plains'],
'665': ['zebra_plains'],
'4069': ['giraffe_masai'],
'9031': ['zebra_plains'],
'5080': ['zebra_plains'],
'8517': ['zebra_plains', 'zebra_plains'],
'8785': ['zebra_plains'],
'59': ['zebra_plains'],
'5509': ['zebra_plains'],
'6739': ['zebra_plains', 'zebra_plains'],
'7289': ['zebra_plains'],
'41': ['giraffe_masai'],
'9211': ['zebra_plains', 'zebra_plains'],
'1344': ['giraffe_masai'],
'6297': ['zebra_plains'],
'417': ['zebra_plains'],
'7660': ['giraffe_masai'],
'8299': ['zebra_plains'],
'7942': ['zebra_plains', 'zebra_plains', 'zebra_plains', 'zebra_plains'],
'8475': ['zebra_plains'],
'8041': ['zebra_plains', 'zebra_plains'],
'7544': ['zebra_plains', 'zebra_plains'],
'8843': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'1842': ['zebra_plains', 'zebra_plains'],
'1004': ['zebra_plains'],
'1646': ['zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains',
'zebra_plains'],
'3116': ['zebra_plains', 'zebra_plains'],
'554': ['zebra_plains', 'zebra_plains'],
'4421': ['zebra_plains'],
'5565': ['giraffe_masai', 'giraffe_masai'],
'2958': ['zebra_plains'],
'8558': ['zebra_plains', 'zebra_plains', 'zebra_plains'],
'9290': ['zebra_plains'],
'7050': ['zebra_plains', 'zebra_plains'],
'6198': ['zebra_plains'],
'6636': ['zebra_plains'],
'8694': ['zebra_plains'],
'6661': ['zebra_plains'],
'6720': ['zebra_plains'],
'3051': ['zebra_plains'],
'5323': ['zebra_plains'],
...}
In [65]:
source="GZC"
MH.mongod_table(client, "ibeis_gid_annot_tab", source)
Out[65]:
<mongod_helper.mongod_table at 0x1169b7908>
In [ ]:
Content source: smenon8/AnimalWildlifeEstimator
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