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Non-native mysql clients such as pymysql perform much slower than the native mysql client. Here’s how to get the native client working with lambda (through serverless):

1. Download layers.zip from this repo https://github.com/nonbeing/mysqlclient-python3-aws-lambda/tree/master/build_output
2. Move it to <project_root>/layers/mysqlclient.zip
3. Add this to serverless.yml:

layers:
 mysqlclient:
   name: list-lambda-${opt:stage}-mysqlclient
package:

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ogr2ogr -s_srs EPSG:4326 -t_srs EPSG:3857 -oo X_POSSIBLE_NAMES='LON*' -oo  Y_POSSIBLE_NAMES='LAT*'  -f "ESRI Shapefile" out.shp ghcn.csv

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gdal_translate -of GTiff -a_ullr ullon ullat lrlon lrlat -a_srs EPSG:4269 input.tif output.tif
gdal_translate -of GTiff -a_ullr -134.09548 52.640547 -60.90728 21.14054 -a_srs EPSG:102009 ~/Desktop/example_image.png output.tif

gdalwarp -t_srs EPSG:4326 -te ullon ullat lrlon lrlat -ts width_px height_px input.tif output.tif
gdalwarp -t_srs EPSG:102009 -te -100 30 -80 40 -ts 920 768 output.tif output2.tif

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gcp () {
	local inp1 inp2
	inp1=$1
	inp2=$2
  DEFAULT_USER=SOME_USER
	if (( ! $# ))
	then
		inp1="-h"
	fi
	if [[ $inp1 == "-h" || $inp1 == "--help" ]]

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goo () {
	local inp1 inp2
	inp1=$1
	inp2=$2
	if (( ! $# ))
	then
		inp1="-h"
	fi
	if [[ $inp1 == "-h" || $inp1 == "--help" ]]
	then

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# run command on each host in /etc/hosts and print the output
# stop on failure (remove || break to continue on failure)
# use a pretty line break to delimit responses
# like this:
#┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┫hostname┣━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
eachhost () {
  # ignore line 1 and 5 in /etc/hosts
	for host in $(sed 1,5d /etc/hosts|awk '{print $2}')
	do
		(

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//Delete all
let delete_buttons = Array.from(document.getElementsByClassName('delete'))
while (delete_buttons.length > 0) {
    let button = delete_buttons.pop();
    button.click();
    Array.from(document.querySelector('.control.ok').getElementsByTagName('*')).forEach(o=>o.click());
}


// Delete paused

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/etc/exports (on NFS server)

/mnt/disk                     10.142.0.0/24(rw,no_subtree_check,sync,crossmnt)
/mnt/disk/WRFV381/data_ingest 10.142.0.0/24(rw,no_subtree_check,sync)

/etc/auto.hvm (on NFS client, with AutoFS)

/mnt/disk                     -rw,soft,intr,rsize=8192,wsize=8192,nosuid    10.142.0.12:/mnt/disk
/mnt/disk/WRFV381/data_ingest -rw,soft,intr,rsize=8192,wsize=8192,nosuid    10.142.0.12:/mnt/disk/WRFV381/data_ingest

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var delete_buttons = Array.from(document.getElementsByClassName('delete'))
while (delete_buttons.length > 0) {
    var button = delete_buttons.pop();
    button.click();
    Array.from(document.querySelector('.control.ok').getElementsByTagName('*')).forEach(o=>o.click());
}

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exports.transaction = function transaction (req, res) {
  // Imports the Google Cloud client library
  const Datastore = require('@google-cloud/datastore');

  // Your Google Cloud Platform project ID
  const projectId = 'moneypenny-dabc6';

  // Instantiates a client
  const datastore = Datastore({
    projectId: projectId