petrushev

with pm.Model() as m:
    pi = data.partner_id.astype('category').cat.codes.values
    ii = data.item_id.astype('category').cat.codes.values
  
    # [rest of priors here]
    item_sigma = pm.Exponential('item_sigma', 1)
    b_item = pm.Normal('b_item', 0, item_sigma, shape=ii.nunique())
  
    p = pm.math.invlogit(
        a

petrushev

with pm.Model() as m2:
    p = pm.Dirichlet('p', np.ones(8) / 8., shape=8,
                     testval=np.ones(8) / 8.)

    N = pm.Bound(pm.Poisson, lower=data.sum())('N', mu=8*mean_)
    succ = pm.Multinomial('succ', n=N, p=p, observed=data)

    m2.name = 'm2'
    m2.trace = pm.sample(5000, tune=5000, chains=2)

petrushev

from scipy import stats
import numpy as np


def interval_zscore(alpha=0.95):
    """
    Return a zscore corresponding with a confidence interval
    (e.g., for alpha=0.95, returns 1.96)

    :param: alpha: float, the width of the confidence interval, default is 0.95

petrushev

def extractattr(attr_name):
    def _decorator(fc):
        def wrapped(*args, **kwargs):
            ellist = fc(*args, **kwargs)
            return [el.attrib[attr_name] for el in ellist]
        return wrapped
    return _decorator

def extracttext(fc):
    def wrapped(*args, **kwargs):

petrushev

f = document.createElement('form');
document.body.appendChild(f);
f.action =  "http://makstat.stat.gov.mk/PXWeb/api/v1/mk/MakStat/InfOpstestvo/DelovniSubjekti/175_InfOpst_Mk_09EntDSL_mk.px";
f.method = 'POST';
f.enctype = "application/json";

// how to set request body?

f.submit();

petrushev

def same(i):
    a = next(i)
    return _same(a, i)

def _same(a, i):
    try:
        b = next(i)
    except StopIteration:
        return True

petrushev

with open('init_links.csv', 'r') as f:
    init_links = f.read().split('\n')

class LargeSpider(scrapy.Spider):
    start_urls = init_links

petrushev

CREATE OR REPLACE FUNCTION trigger_notify()
  RETURNS trigger AS
$BODY$
      BEGIN
         IF NEW.state = 'pending' THEN
             EXECUTE 'NOTIFY tickets_pending'||NEW.id::text;
             RETURN NULL;
         END IF;
      END;
$BODY$

petrushev

import redis
pool = redis.ConnectionPool(host='localhost', port=6633)
red = redis.StrictRedis(connection_pool = pool)
from datetime import datetime, timedelta
from decimal import Decimal
import time
import calendar

from json import dumps, loads

petrushev

from json import loads, dumps, JSONEncoder
from decimal import Decimal
import datetime

class Encoder(JSONEncoder):

    def default(self, obj):
        if isinstance(obj, Decimal):
            return '__decimal__' + str(obj)