Puzer

import daal4py as d4p
from lightgbm import LGBMClassifier

model = LGBMClassifier()
model.fit(X_data, y_data)
y_pred_orig = model.predict_proba(x_data_dense)[:,1]

daal_model = d4p.get_gbt_model_from_lightgbm(model.booster_)

predictions_container = d4p.gbt_classification_prediction(nClasses=2, resultsToEvaluate='computeClassProbabilities', fptype='float')

rgreenjr

-- show running queries (pre 9.2)
SELECT procpid, age(clock_timestamp(), query_start), usename, current_query 
FROM pg_stat_activity 
WHERE current_query != '<IDLE>' AND current_query NOT ILIKE '%pg_stat_activity%' 
ORDER BY query_start desc;

-- show running queries (9.2)
SELECT pid, age(clock_timestamp(), query_start), usename, query 
FROM pg_stat_activity 
WHERE query != '<IDLE>' AND query NOT ILIKE '%pg_stat_activity%'