In [19]:
from pymongo import MongoClient
import json, importlib
import DataStructsHelperAPI as DS
import mongod_helper as md
importlib.reload(md)
Out[19]:
<module 'mongod_helper' from '/Users/sreejithmenon/Google Drive/CodeBase/AWESOME/script/mongod_helper.py'>
In [16]:
client = md.mongod_instance()
tbl = md.mongod_table(client, 'exif_tab')
In [36]:
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({"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 [37]:
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")
Out[37]:
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'contrast': 2.036234189644387,
'dominance': 0.5002088908320249,
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'hsv_itten_std_h': 26349.302432259316,
'hsv_itten_std_s': 34243.85060123934,
'hsv_itten_std_v': 9161.640464458316,
'pleasure': 0.4318130843535027,
'source': 'flickr_giraffe',
'symmetry': 12.277967319454946},
'32163779975_6fbd6455c3_b.jpg': {'arousal': -0.08159713230119855,
'contrast': 1.5195086843493983,
'dominance': 0.6013745850094245,
'gid': '1090',
'hsv_itten_std_h': 50291.89412155137,
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'hsv_itten_std_v': 78268.86292773136,
'pleasure': 0.5301808919000157,
'source': 'flickr_giraffe',
'symmetry': 7.030380383157926},
'32518888636_bef516c3f5_b.jpg': {'arousal': -0.2410300511023667,
'contrast': 1.2562185841137932,
'dominance': 0.5909123833477377,
'gid': '798',
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'pleasure': 0.5364862427762355,
'source': 'flickr_giraffe',
'symmetry': 13.908703492853476},
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'contrast': 1.4484086847918562,
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'symmetry': 9.630510501696033},
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'symmetry': 11.988441607503466},
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'symmetry': 10.140639649696562},
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'symmetry': 10.6747963780422},
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'contrast': 1.9989300215017356,
'dominance': 0.5487863572878262,
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'hsv_itten_std_s': 61317.50370652739,
'hsv_itten_std_v': 53593.26424716698,
'pleasure': 0.53354360325498,
'source': 'flickr_giraffe',
'symmetry': 8.0991172805525},
'32788664924_f057a29b59_b.jpg': {'arousal': 0.07822021676573127,
'contrast': 2.1890797242435975,
'dominance': 0.5881152090403379,
'gid': '1001',
'hsv_itten_std_h': 66013.49475296699,
'hsv_itten_std_s': 62550.20625705402,
'hsv_itten_std_v': 52161.31467540544,
'pleasure': 0.5032358612763107,
'source': 'flickr_giraffe',
'symmetry': 12.455701247788772},
'31358515984_f4be84220b_b.jpg': {'arousal': -0.0481990762817624,
'contrast': 2.2463785976612916,
'dominance': 0.3782702482837225,
'gid': '385',
'hsv_itten_std_h': 38761.87630262498,
'hsv_itten_std_s': 137733.40672763452,
'hsv_itten_std_v': 69552.30334551593,
'pleasure': 0.3331869312159824,
'source': 'flickr_giraffe',
'symmetry': 10.051949735311139},
'32671250586_519873f15d_b.jpg': {'arousal': 0.06628997107600484,
'contrast': 2.3910156644612512,
'dominance': 0.4709207037883167,
'gid': '664',
'hsv_itten_std_h': 37497.32608689141,
'hsv_itten_std_s': 28003.26077441697,
'hsv_itten_std_v': 15607.142403399797,
'pleasure': 0.40260234315031057,
'source': 'flickr_giraffe',
'symmetry': 13.66291660457178},
'33384305116_d0870f1d03_b.jpg': {'arousal': -0.13410081974477744,
'contrast': 1.7107512124975706,
'dominance': 0.4739908842815409,
'gid': '1233',
'hsv_itten_std_h': 59717.668031887064,
'hsv_itten_std_s': 177604.8851997039,
'hsv_itten_std_v': 48045.99249330444,
'pleasure': 0.4246149285642634,
'source': 'flickr_giraffe',
'symmetry': 6.181093411516849},
'33112399022_f519a184f3_b.jpg': {'arousal': 0.09278805556151609,
'contrast': 2.5790328553213175,
'dominance': 0.46452031774723423,
'gid': '1081',
'hsv_itten_std_h': 43544.07503514877,
'hsv_itten_std_s': 66070.68958017617,
'hsv_itten_std_v': 52384.10232121956,
'pleasure': 0.3944853340050776,
'source': 'flickr_giraffe',
'symmetry': 6.346939994623403},
...}
In [ ]:
Content source: smenon8/AnimalWildlifeEstimator
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