6 types of seeds to be preserved for next season.

1) laal Mula

https://www.amazon.in/dp/B00KT01RVW/?coliid=I1WI3HXWHH5C3P&colid=RHNWRLPIY54W&psc=1&ref_=lv_ov_lig_dp_it

2) Ramphal

https://www.amazon.in/dp/B00KTG8KQ6/?coliid=I3GKU4J9VLPZ6O&colid=RHNWRLPIY54W&psc=1&ref_=lv_ov_lig_dp_it

3) Jam

https://www.amazon.in/dp/B07P4CG6P6/?coliid=I2QCD5193LP05G&colid=RHNWRLPIY54W&psc=1&ref_=lv_ov_lig_dp_it

4) Badishep

https://www.amazon.in/dp/B00KT05LRI/?coliid=IHNBVW3S3K1K6&colid=RHNWRLPIY54W&psc=1&ref_=lv_ov_lig_dp_it

5) Galgal

https://www.amazon.in/dp/B075PWXHZH/?coliid=I2PNDX5UW6T9WG&colid=RHNWRLPIY54W&psc=1&ref_=lv_ov_lig_dp_it

6) Chinese cabbage

https://www.allthatgrows.in/products/chinese-cabbage

I don't care that much for other software. Linux is more than a kernel or an operating system. It is a symbol money does not rule everything. You don't pay for Linux. You don't have to watch ads when using it. In return, please be a little more friendly and tolerant to the people who build it. While Linux is built by professionals today, there is more heart and soul poured into it than in other operating systems.

http://beza1e1.tuxen.de/my_linux_history.html

1. Amaranthus caudatus: rajgira.
2. Amaranthus tricolor: Math.  (Chhoti Chulai- Hindi, Cheera- Malayalam)
3. Amarnthus blitum: tamda math.
4. Amaranthus oleracea: tandulja.

program creek seems to be a good site for handy references of python modules. For e.g. when I wanted to know how to use Stratified Shuffle module, the examples shown on this page were very useful.

https://www.programcreek.com/python/example/91149/sklearn.model_selection.StratifiedShuffleSplit

This code will change the standard out to a file so that jupyter notebook cell's responses are saved to a file.

import sys
oldStdout = sys.stdout
file = open('logFile', 'w')
sys.stdout = file

While creating amazon config file in a shell script, use cat with heredoc like this..

cat > myconfigfile.txt << "heredoc"
[default]
aws_access_key_id=XXX
aws_secret_access_key=XXX
region=us-east-1
heredoc

export AWS_CONFIG_FILE=./myconfigfile.txt

This is how to set the colors in pandas

mapper = {v: k for k, v in enumerate(colors.unique())}

ccolors.cat.reorder_categories(mapper).cat.codes

tee output.txt
show global variables;
show engine innodb status\G
show full processlist;
show global status;
select sleep(60);
show engine innodb status\G
show full processlist;
show global status;
notee;

Amazon API gateway allows us to host serverless API's those can talk to cloud or on-premises databases. Here is 5 lines of python code to use the API

from urllib.request import Request, urlopen

url='https://xxx.execute-api.ap-south-1.amazonaws.com/stag'

q = Request(url)
q.add_header('uname', '472202986990')
data = urlopen(q).read().decode('UTF-8')

In the bad old days, the glacier class used to have different layers.

import boto.glacier.layer2
l2 = boto.glacier.layer2.Layer2(aws_access_key_id='xxx', aws_secret_access_key='xxx')

Now the client is all you need!

import boto3
gc = boto3.client("glacier",
aws_access_key_id="xxx", aws_secret_access_key="xxx",)