def main():
## db manager
db_manager = Tools.create_db_manager(CONFIG)
## request data
df = request_data(CONFIG, db_manager)
## create sprite
sprite = create_sprite(CONFIG, df)
## save sprite
sprite.save(
os.path.join(
CONFIG.get('directory')['reports'], 'figures', 'sprite_altas.png'),
"PNG")
## generate facets
html_facets = generate_facets(CONFIG, df)
with open(os.path.join(CONFIG.get('directory')['reports'], 'facets.html'),
'w') as f:
f.write(html_facets)
## generate facets-dive
html_facets_dive = generate_facets_dive(CONFIG, df,
'./figures/sprite_altas.png')
with open(
os.path.join(
CONFIG.get('directory')['reports'], 'facets-dive.html'),
'w') as f:
f.write(html_facets_dive)
def main(action = 'populate_embedding'):
db_manager = Tools.create_db_manager(CONFIG)
if action == 'population_locations':
populate_locations(CONFIG, db_manager)
elif action == 'populate_embedding':
db_manager.create_pictures_embedding_table(False)
to_load = [
{'clustering_type': 'n2d', 'clustering_version': 1, 'clustering_model_type': 'simple_conv', 'clustering_model_name': 'model_colab', 'drop': False},
{'clustering_type': 'n2d', 'clustering_version': 2, 'clustering_model_type': 'simple_conv', 'clustering_model_name': 'model_colab', 'drop': False},
{'clustering_type': 'n2d', 'clustering_version': 3, 'clustering_model_type': 'simple_conv', 'clustering_model_name': 'model_colab', 'drop': False},
]
for kwargs in to_load:
try:
populate_embedding(CONFIG, db_manager, **kwargs)
except Exception as err:
print(err)
pass
else:
pass
def main(config_id, generate, poster_id):
N_GENERATE = generate
POSTER_ID = poster_id
db_manager = Tools.create_db_manager(CONFIG)
## creation de la base
db_manager.create_posters_table()
##
poster_config = POSTERS_CONFIG[config_id]
##
pictures_df = get_pictures_df(CONFIG, db_manager, poster_config)
##
poster = create_empty_poster(CONFIG, poster_config)
##
poster = create_poster_template_picture(CONFIG, poster_config, poster)
##
write_poster_picture(CONFIG, poster_config, poster, poster_id="template")
for i in range(N_GENERATE):
print("%s / %s" % (i + 1, N_GENERATE))
##
poster, p_pos = create_poster_picture(CONFIG, poster_config, poster,
pictures_df)
##
poster_id = save_poster_picture(CONFIG, poster_config, p_pos,
db_manager, POSTER_ID)
##
write_poster_picture(CONFIG, poster_config, poster, poster_id)