from bokeh.plotting import figure, output_file, show
from bokeh.io import output_notebook
from bokeh.models import ColumnDataSource

# Set Bokeh output to notebook
output_notebook()

import pyutil as pyu
pyu.get_local_pyinfo()

'conda env: ml311; pyv: 3.11.10 (main, Oct  3 2024, 07:29:13) [GCC 11.2.0]'

print(pyu.ps2("haystack-ai ollama-haystack python-dotenv"))

haystack-ai==2.8.0
ollama-haystack is not installed in the current environment.
python-dotenv==0.21.0

from abc import ABC …

import numpy as np
import pandas as pd

df = pd.read_csv('abc.csv')

df

import numpy as np
import pandas as pd

df = pd.read_csv('abc.csv')

df

import time

print('One')
print('Waiting for 3 seconds')
time.sleep(3)
print('Two')

One
Waiting for 3 seconds
Two

a = [
    10, 20, 30, 40, 50, 60, 70, 80, 90
]

a

[10, 20, 30, 40, 50, 60, 70, 80, 90]

type(a)

list

a[4:8]

[50, 60, 70, 80]

a[:4]

[10, 20, 30, 40 …

from nltk.stem.snowball import SnowballStemmer

words = [
    "hunting",
    "bunnies",
    "thinking"
]

words

['hunting', 'bunnies', 'thinking']

stemmer = SnowballStemmer("english")

result = [stemmer.stem(word) for word in words]

result

['hunt', 'bunni', 'think']

dict = {
    'one' : 8,
    'two' : 1,
    'three' : 12
}

dict

{'one': 8, 'three': 12, 'two': 1}

import operator


sorted_x = sorted(dict.items(), key=operator.itemgetter(1))

sorted_x

[('two', 1), ('one', 8), ('three', 12)]

type(sorted_x)

list …

print('Hello Toronto')

Hello Toronto

def sort_by_key(dict):
    '''
        ::getRemotrAddr
    '''
    '''
    for key, value in sorted(dict.iteritems(), key=lambda(k,v): (v,k)):
        print("%s: %s" % (key, value))
    '''

    for key in sorted(dict.keys()):
        print …

def sort_by_value(dict):
    '''

    '''

    age_sorted = sorted(dict.items(), key=lambda x:x[1])

    #print(age_sorted)

    return age_sorted

age = {
        'carl':40,
        'alan':2,
        'bob':1,
        'danny':3
    }

age_sorted = sort_by_value(age)

age_sorted

[('bob', 1), ('alan', 2), ('danny …