petrushev

FROM python:3.11-bullseye

RUN apt-get update
RUN apt-get install -y locales locales-all
RUN echo 'en_US.UTF-8 UTF-8' >> /etc/locale-gen
RUN echo 'mk_MK.UTF-8 UTF-8' >> /etc/locale-gen
RUN locale-gen

RUN apt-get install -y \
    proj-bin \

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