There appears to be no apparent correlation between latitude and wind speed, in the northern hemisphere or southern hemispheres. However, when looking at the graph the wind speed consistetly tends to stay below 15 mph with the exception of a few outliers in the data (which vary between latitudes). This may be an indicator that wind speed may be related to other factors outside of latitude.
However, in looking at how wind speed can be so spread out across weather conditions and latitudes is an indicator that wind speed can increase in a variety of weather conditions. Whether it be winter storms, tropical storms, certain altitudes, or even where a city may be located compared to wind patterns. Urbanization of certain areas compared to other can also alter the ways in which the wind speed may be related to a particular city, soemthing unrelated to latitude and moreso related to the city itself.


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Copyright © 2015 Andy Thomason
Distributed under the Boost Software License, Version 1.0. (See accompanying file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
Table of Contents
Boost.Genetics, a proposed library for the boost collection, provides containers and algorithms for working with genetic sequences which are mostly composed of the letters (or bases):
A G C T
Boost.Genetics provides methods for searching genomes. The human genome, for example, has around 3.2 billion such bases and can be read in either direction making it necessary to search around 6.4 billion bases. Searches are usually inexact. For example we may wish to search for
G A T A C A
But allow one error so that
G A A A C A or
T A T A C A
Are both allowed. This is very common because genomes vary by only a few bases or there may be errors in the data we read from sequencing machines.
There are some special characters that may occur in sequences especially N which represents an unknown base. It is used in reads (the data from a sequencing machine) to denote low quality values and in the genome to represent unknown or variable regions.
The initial release of Boost.Genetics will focus on Aligning. Aligning is the process of matching reads from a sequencing machine against a reference genome such as ENSEMBL. Alignment must be done on both strands of the DNA and may involve discovering gaps called "introns" between the coding regions "exons" and coping with errors to get the closest match.
Last revised: June 28, 2015 at 12:19:41 GMT |


Zend\Config\Reader gives you the ability to read a config file. It works with concrete implementations for different file format. The Zend\Config\Reader is only an interface, that define the two methods fromFile() and fromString(). The concrete implementations of this interface are:
The fromFile() and fromString() return a PHP array contains the data of the configuration file.
Note
Differences from ZF1
The Zend\Config\Reader component no longer supports the following features:
Zend\Config\Reader\Ini enables developers to store configuration data in a familiar INI format and read them in the application by using an array syntax.
Zend\Config\Reader\Ini utilizes the parse_ini_file() PHP function. Please review this documentation to be aware of its specific behaviors, which propagate to Zend\Config\Reader\Ini, such as how the special values of “TRUE”, “FALSE”, “yes”, “no”, and “NULL” are handled.
Note
Key Separator
By default, the key separator character is the period character (“.”). This can be changed, however, using the setNestSeparator() method. For example:
1 2 | $reader = new Zend\Config\Reader\Ini();
$reader->setNestSeparator('-');
|
The following example illustrates a basic use of Zend\Config\Reader\Ini for loading configuration data from an INI file. In this example there are configuration data for both a production system and for a staging system. Suppose we have the following INI configuration file:
1 2 3 4 5 6 | webhost = 'www.example.com'
database.adapter = 'pdo_mysql'
database.params.host = 'db.example.com'
database.params.username = 'dbuser'
database.params.password = 'secret'
database.params.dbname = 'dbproduction'
|
We can use the Zend\Config\Reader\Ini to read this INI file:
1 2 3 4 5 | $reader = new Zend\Config\Reader\Ini();
$data = $reader->fromFile('/path/to/config.ini');
echo $data['webhost'] // prints "www.example.com"
echo $data['database']['params']['dbname']; // prints "dbproduction"
|
The Zend\Config\Reader\Ini supports a feature to include the content of a INI file in a specific section of another INI file. For instance, suppose we have an INI file with the database configuration:
1 2 3 4 5 | database.adapter = 'pdo_mysql'
database.params.host = 'db.example.com'
database.params.username = 'dbuser'
database.params.password = 'secret'
database.params.dbname = 'dbproduction'
|
We can include this configuration in another INI file, for instance:
1 2 | webhost = 'www.example.com'
@include = 'database.ini'
|
If we read this file using the component Zend\Config\Reader\Ini we will obtain the same configuration data structure of the previous example.
The @include = 'file-to-include.ini' can be used also in a subelement of a value. For instance we can have an INI file like that:
1 2 3 4 5 | adapter = 'pdo_mysql'
params.host = 'db.example.com'
params.username = 'dbuser'
params.password = 'secret'
params.dbname = 'dbproduction'
|
And assign the @include as subelement of the database value:
1 2 | webhost = 'www.example.com'
database.@include = 'database.ini'
|
Zend\Config\Reader\Xml enables developers to read configuration data in a familiar XML format and read them in the application by using an array syntax. The root element of the XML file or string is irrelevant and may be named arbitrarily.
The following example illustrates a basic use of Zend\Config\Reader\Xml for loading configuration data from an XML file. Suppose we have the following XML configuration file:
1 2 3 4 5 6 7 8 9 10 11 12 13 | <?xml version="1.0" encoding="utf-8"?>?>
<config>
<webhost>www.example.com</webhost>
<database>
<adapter value="pdo_mysql"/>
<params>
<host value="db.example.com"/>
<username value="dbuser"/>
<password value="secret"/>
<dbname value="dbproduction"/>
</params>
</database>
</config>
|
We can use the Zend\Config\Reader\Xml to read this XML file:
1 2 3 4 5 | $reader = new Zend\Config\Reader\Xml();
$data = $reader->fromFile('/path/to/config.xml');
echo $data['webhost'] // prints "www.example.com"
echo $data['database']['params']['dbname']; // prints "dbproduction"
|
Zend\Config\Reader\Xml utilizes the XMLReader PHP class. Please review this documentation to be aware of its specific behaviors, which propagate to Zend\Config\Reader\Xml.
Using Zend\Config\Reader\Xml we can include the content of XML files in a specific XML element. This is provided using the standard function XInclude of XML. To use this function you have to add the namespace xmlns:xi="http://www.w3.org/2001/XInclude" to the XML file. Suppose we have an XML files that contains only the database configuration:
1 2 3 4 5 6 7 8 9 10 11 12 | <?xml version="1.0" encoding="utf-8"?>
<config>
<database>
<adapter>pdo_mysql</adapter>
<params>
<host>db.example.com</host>
<username>dbuser</username>
<password>secret</password>
<dbname>dbproduction</dbname>
</params>
</database>
</config>
|
We can include this configuration in another XML file, for instance:
1 2 3 4 5 | <?xml version="1.0" encoding="utf-8"?>
<config xmlns:xi="http://www.w3.org/2001/XInclude">
<webhost>www.example.com</webhost>
<xi:include href="database.xml"/>
</config>
|
The syntax to include an XML file in a specific element is <xi:include href="file-to-include.xml"/>
Zend\Config\Reader\Json enables developers to read configuration data in a JSON format and read them in the application by using an array syntax.
The following example illustrates a basic use of Zend\Config\Reader\Json for loading configuration data from a JSON file. Suppose we have the following JSON configuration file:
1 2 3 4 5 6 7 8 9 10 11 12 | {
"webhost" : "www.example.com",
"database" : {
"adapter" : "pdo_mysql",
"params" : {
"host" : "db.example.com",
"username" : "dbuser",
"password" : "secret",
"dbname" : "dbproduction"
}
}
}
|
We can use the Zend\Config\Reader\Json to read this JSON file:
1 2 3 4 5 | $reader = new Zend\Config\Reader\Json();
$data = $reader->fromFile('/path/to/config.json');
echo $data['webhost'] // prints "www.example.com"
echo $data['database']['params']['dbname']; // prints "dbproduction"
|
Zend\Config\Reader\Json utilizes the Zend\Json\Json class.
Using Zend\Config\Reader\Json we can include the content of a JSON file in a specific JSON section or element. This is provided using the special syntax @include. Suppose we have a JSON file that contains only the database configuration:
1 2 3 4 5 6 7 8 9 10 11 | {
"database" : {
"adapter" : "pdo_mysql",
"params" : {
"host" : "db.example.com",
"username" : "dbuser",
"password" : "secret",
"dbname" : "dbproduction"
}
}
}
|
We can include this configuration in another JSON file, for instance:
1 2 3 4 | {
"webhost" : "www.example.com",
"@include" : "database.json"
}
|
Zend\Config\Reader\Yaml enables developers to read configuration data in a YAML format and read them in the application by using an array syntax. In order to use the YAML reader we need to pass a callback to an external PHP library or use the Yaml PECL extension.
The following example illustrates a basic use of Zend\Config\Reader\Yaml that use the Yaml PECL extension. Suppose we have the following YAML configuration file:
1 2 3 4 5 6 7 8 | webhost: www.example.com
database:
adapter: pdo_mysql
params:
host: db.example.com
username: dbuser
password: secret
dbname: dbproduction
|
We can use the Zend\Config\Reader\Yaml to read this YAML file:
1 2 3 4 5 | $reader = new Zend\Config\Reader\Yaml();
$data = $reader->fromFile('/path/to/config.yaml');
echo $data['webhost'] // prints "www.example.com"
echo $data['database']['params']['dbname']; // prints "dbproduction"
|
If you want to use an external YAML reader you have to pass the callback function in the constructor of the class. For instance, if you want to use the Spyc library:
1 2 3 4 5 6 7 8 | // include the Spyc library
require_once ('path/to/spyc.php');
$reader = new Zend\Config\Reader\Yaml(array('Spyc','YAMLLoadString'));
$data = $reader->fromFile('/path/to/config.yaml');
echo $data['webhost'] // prints "www.example.com"
echo $data['database']['params']['dbname']; // prints "dbproduction"
|
You can also instantiate the Zend\Config\Reader\Yaml without any parameter and specify the YAML reader in a second moment using the setYamlDecoder() method.
Using Zend\Config\ReaderYaml we can include the content of a YAML file in a specific YAML section or element. This is provided using the special syntax @include. Suppose we have a YAML file that contains only the database configuration:
1 2 3 4 5 6 7 | database:
adapter: pdo_mysql
params:
host: db.example.com
username: dbuser
password: secret
dbname: dbproduction
|
We can include this configuration in another YAML file, for instance:
webhost: www.example.com
@include: database.yaml
The source code of this file is hosted on GitHub. Everyone can update and fix errors in this document with few clicks - no downloads needed.


Jorge Abinadí Cardona Flores
Hi! I'm Abinadí, or Abi, self named @Perrovsky online, I'm a 22 year old Illustrator living in Mexico City, I'm currently a college student for the Art for Videogames degree, and I'm almost free to become freelance and do stuff.


Roommate, her boyfriend charged in death of missing Atlanta student
Authorities on Saturday charged two people with malice murder in the death of an Atlanta college student who was missing for more than a week before her body was found, police said.
Barron Brantley, 21, and Jordyn Jones, also 21, were taken into custody and transported to Fulton County Jail, according to Atlanta police. Their charges came a day after police found the body of Alexis Crawford in a park in DeKalb County, Atlanta Police Chief Erika Shields said at a press conference Friday.
Jones was Crawford's roommate and led police to her body, Shields said. Brantley is Jones' boyfriend.
A medical examiner determined that Crawford died by asphyxiation, according to police.
Jones initially told police that she had last seen Crawford, a 21-year-old senior at Clark Atlanta University, on Oct. 30 at her off-campus apartment, according to a police report.
"Jordyn had been Alexis' friend and her roommate. ... The case has come to one of the saddest conclusions possible and has been absolutely heartbreaking," Shields said.
Shields said a motive had not yet been clearly established. However, she noted that Crawford filed a police report on Oct. 27 in regard to Jones' boyfriend, alleging unwanted kissing and touching by him.
Crawford was reported missing on Nov. 1 by her family after she didn't show up for class or work, police said.
Crawford's mother, Tammy Crawford, said she "seemed to be in good spirits and was laughing" during a FaceTime conversation with her and Alexis' sister around 3:30 p.m. on the last day she was seen, according to a police report.
"I just want you to come home and be safe," her younger sister, Alexandria Crawford, told reporters Monday. "I hope God is walking with you and please prevent any evil that comes her way -- and we're here for you."
It is unclear if either suspect has legal representation.
The president of Clark Atlanta University, George T. French, said the community will "mourn together."
French said he is working to make counselors will available for as long as possible.
ABC News' Karma Allen contributed to this report.


SEM images of ( a) CS and ( b) CS/rosemary or clove oil/T80 films at a 2000× magnification.
Figure 12


When you use a theme created by Start Bootstrap, you know that the theme will look great on any device, whether it's a phone, tablet, or desktop the page will behave responsively!
Newly improved, and full of great utility classes, Bootstrap 4 is leading the way in mobile responsive web development! All of the themes on Start Bootstrap are now using Bootstrap 4!
Landing Page is just HTML and CSS with a splash of SCSS for users who demand some deeper customization options. Out of the box, just add your content and images, and your new landing page will be ready to go!
Newly improved, and full of great utility classes, Bootstrap 4 is leading the way in mobile responsive web development! All of the themes on Start Bootstrap are now using Bootstrap 4!


AWS::IoTAnalytics::Pipeline
The
AWS::IoTAnalytics::Pipeline
resource consumes messages from one or more channels
and processes the messages before storing them in a data store. For more information,
see
How to Use AWS IoT Analytics in the AWS IoT Analytics User Guide.
Syntax
To declare this entity in your AWS CloudFormation template, use the following syntax:
JSON
{ "Type" : "AWS::IoTAnalytics::Pipeline", "Properties" : { "PipelineActivities" : [ Activity, ... ], "PipelineName" :
String
, "Tags" : [ Tag, ... ] } }
YAML
Type: "AWS::IoTAnalytics::Pipeline" Properties: PipelineActivities: - Activity PipelineName:
String
Tags: - Tag
Properties
PipelineActivities
-
A list of pipeline activities which perform transformations on your messages, such as removing, renaming, or adding message attributes; filtering messages based on attribute value; invoking your Lambda functions on messages for advanced processing; or performing mathematical transformation to normalize device data.
Required: Yes
Type: List of Activity property types
Update requires: No interruption
PipelineName
-
The name of the pipeline.
Required: No
Type: String
Update requires: Replacement
Tags
-
Metadata which can be used to manage the pipeline.
Required: No
Type: List of Resource Tag property types
Update requires: No interruption
Examples
Simple Pipeline
The following example creates a simple pipeline.
JSON
{ "Description": "Create a simple Pipeline", "Resources": { "Pipeline": { "Type": "AWS::IoTAnalytics::Pipeline", "Properties": { "PipelineName": "SimplePipeline", "PipelineActivities": [ { "Channel": { "Name": "ChannelActivity", "ChannelName": "SimpleChannel", "Next": "DatastoreActivity" }, "Datastore": { "Name": "DatastoreActivity", "DatastoreName": "SimpleDatastore" } } ] } } } }
YAML
--- Description: "Create a simple Pipeline" Resources: Pipeline: Type: "AWS::IoTAnalytics::Pipeline" Properties: PipelineName: "SimplePipeline" PipelineActivities: - Channel: Name: "ChannelActivity" ChannelName: "SimpleChannel" Next: "DatastoreActivity" Datastore: Name: "DatastoreActivity" DatastoreName: "SimpleDatastore"
Complex Pipeline
The following example creates a complex pipeline.
JSON
{ "Description": "Create a complex Pipeline", "Resources": { "Pipeline": { "Type": "AWS::IoTAnalytics::Pipeline", "Properties": { "PipelineName": "ComplexPipeline", "PipelineActivities": [ { "Channel": { "Name": "ChannelActivity", "ChannelName": "Channel", "Next": "LambdaActivity" }, "Lambda": { "Name": "LambdaActivity", "LambdaName": "Lambda", "BatchSize": 1, "Next": "AddAttributesActivity" }, "AddAttributes": { "Name": "AddAttributesActivity", "Attributes": { "key1": "attribute1", "key2": "attribute2" }, "Next": "RemoveAttributesActivity" }, "RemoveAttributes": { "Name": "RemoveAttributesActivity", "Attributes": [ "attribute1", "attribute2" ], "Next": "SelectAttributesActivity" }, "SelectAttributes": { "Name": "SelectAttributesActivity", "Attributes": [ "attribute1", "attribute2" ], "Next": "FilterActivity" }, "Filter": { "Name": "FilterActivity", "Filter": "attribute1 > 40 AND attribute2 < 20", "Next": "MathActivity" }, "Math": { "Name": "MathActivity", "Attribute": "attribute", "Math": "attribute - 10", "Next": "DeviceRegistryEnrichActivity" }, "DeviceRegistryEnrich": { "Name": "DeviceRegistryEnrichActivity", "Attribute": "attribute", "ThingName": "thingName", "RoleArn": "arn:aws:iam::<your_Account_Id>:role/Enrich", "Next": "DeviceShadowEnrichActivity" }, "DeviceShadowEnrich": { "Name": "DeviceShadowEnrichActivity", "Attribute": "attribute", "ThingName": "thingName", "RoleArn": "arn:aws:iam::<your_Account_Id>:role/Enrich", "Next": "DatastoreActivity" }, "Datastore": { "Name": "DatastoreActivity", "DatastoreName": "Datastore" } } ] } } } }
YAML
--- Description: "Create a complex Pipeline" Resources: Pipeline: Type: "AWS::IoTAnalytics::Pipeline" Properties: PipelineName: "ComplexPipeline" PipelineActivities: - Channel: Name: "ChannelActivity" ChannelName: "Channel" Next: "LambdaActivity" Lambda: Name: "LambdaActivity" LambdaName: "Lambda" BatchSize: 1 Next: "AddAttributesActivity" AddAttributes: Name: "AddAttributesActivity" Attributes: key1: "attribute1" key2: "attribute2" Next: "RemoveAttributesActivity" RemoveAttributes: Name: "RemoveAttributesActivity" Attributes: - "attribute1" - "attribute2" Next: "SelectAttributesActivity" SelectAttributes: Name: "SelectAttributesActivity" Attributes: - "attribute1" - "attribute2" Next: "FilterActivity" Filter: Name: "FilterActivity" Filter: "attribute1 > 40 AND attribute2 < 20" Next: "MathActivity" Math: Name: "MathActivity" Attribute: "attribute" Math: "attribute - 10" Next: "DeviceRegistryEnrichActivity" DeviceRegistryEnrich: Name: "DeviceRegistryEnrichActivity" Attribute: "attribute" ThingName: "thingName" RoleArn: "arn:aws:iam::<your_Account_Id>:role/Enrich" Next: "DeviceShadowEnrichActivity" DeviceShadowEnrich: Name: "DeviceShadowEnrichActivity" Attribute: "attribute" ThingName: "thingName" RoleArn: "arn:aws:iam::<your_Account_Id>:role/Enrich" Next: "DatastoreActivity" Datastore: Name: "DatastoreActivity" DatastoreName: "Datastore"
See Also
-
How to Use AWS IoT Analytics in the AWS IoT Analytics User Guide


{% extends "layout.html" %} {% block header %} {% endblock %} {% block content %} {% if http_get %}
This is a manual override for the polling system.
The feed has been polled.
{{ message }}


�Menu
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Goal: 400 pts.


---
layout: page
title: "About"
description: "I am not a shutterbug or a writer but sometimes like to capture moments of a lifetime and let the ink flow"
active: about
header-img: "img/about-bg.jpg"
---
CREDITS
The posts in this photo blog have been created by me and due credits have been provided to the respective entity wherever necessary.
Thanks a lot to GitHub for such a streamlined CMS and hosting option.


Credits:Built with ArcGIS Online and the ESRI Javascript API. User Interface by Uniform.js. Some Colorschemes courtesy of Colorbrewer. Print Service created with Phantom.js.
Created by: Colorado State Demography Office


Eurojackpot results for Friday 17th March 2017
The winning numbers for the 11th Eurojackpot draw in 2017 that took place on Friday 17th March at 21:00 CEST (20:00 GMT) were:
Winners
Winners
Amount
Slovenian Prize Breakdown
View prize breakdowns for other countries| Numbers Matched | Prize Per Winner | Winners from Slovenia | Prize Fund Amount | Total Winners |
|---|---|---|---|---|
|
Match 5 and 2 Euro Numbers |
€40,504,103.56 | 0 | €0 | 0 |
|
Match 5 and 1 Euro Number |
€178,022.10 | 0 | €0 | 9 |
|
Match 5 |
€94,247 | 0 | €0 | 6 |
|
Match 4 and 2 Euro Numbers |
€6,731.90 | 0 | €0 | 28 |
|
Match 4 and 1 Euro Number |
€158.50 | 23 | €3,645.50 | 1,070 |
|
Match 4 |
€90.20 | 31 | €2,796.20 | 1,462 |
|
Match 3 and 2 Euro Numbers |
€69.50 | 22 | €1,529 | 1,627 |
|
Match 2 and 2 Euro Numbers |
€23.80 | 390 | €9,282 | 24,503 |
|
Match 3 and 1 Euro Number |
€15.20 | 609 | €9,256.80 | 37,192 |
|
Match 3 |
€14.30 | 914 | €13,070.20 | 56,660 |
|
Match 1 and 2 Euro Numbers |
€11.30 | 1,956 | €22,102.80 | 129,491 |
|
Match 2 and 1 Euro Number |
€7.20 | 7,903 | €56,901.60 | 493,849 |
|
Total |
- | 11,848 | €118,584.10 | 745,897 |
Eurojackpot prizes in Slovenia must be claimed within 90 days of the draw date, so tickets purchased for this draw were valid until Thursday 15th June 2017.
Additional Draw Information
In total there were 18,849,401 entries into this draw from all participating countries.
Draw Number: 11
European Prize Breakdown
| Numbers Matched | Prize Per Winner | Winners from Croatia | Prize Fund Amount | Total Winners |
|---|---|---|---|---|
|
Match 5 and 2 Euro Numbers |
kn296,000,000 | 0 | kn0 | 0 |
|
Match 5 and 1 Euro Number |
kn1,321,385.42 | 1 | kn1,321,385.42 | 9 |
|
Match 5 |
kn699,557.03 | 0 | kn0 | 6 |
|
Match 4 and 2 Euro Numbers |
kn49,968.15 | 0 | kn0 | 28 |
|
Match 4 and 1 Euro Number |
kn1,176.48 | 34 | kn40,000.32 | 1,070 |
|
Match 4 |
kn669.52 | 43 | kn28,789.36 | 1,462 |
|
Match 3 and 2 Euro Numbers |
kn515.87 | 30 | kn15,476.10 | 1,627 |
|
Match 2 and 2 Euro Numbers |
kn176.66 | 368 | kn65,010.88 | 24,503 |
|
Match 3 and 1 Euro Number |
kn112.82 | 996 | kn112,368.72 | 37,192 |
|
Match 3 |
kn106.14 | 1,321 | kn140,210.94 | 56,660 |
|
Match 1 and 2 Euro Numbers |
kn83.88 | 1,943 | kn162,978.84 | 129,491 |
|
Match 2 and 1 Euro Number |
kn53.44 | 11,251 | kn601,253.44 | 493,849 |
|
Total |
- | 15,987 | kn2,487,474.02 | 745,897 |
Eurojackpot prizes in Croatia must be claimed within 60 days of the draw date, so tickets purchased for this draw were valid until Tuesday 16th May 2017.
The estimated jackpot advertised in Croatia prior to the draw was kn296,000,000.
| Numbers Matched | Prize Per Winner | Winners from Czech Republic | Prize Fund Amount | Total Winners |
|---|---|---|---|---|
|
Match 5 and 2 Euro Numbers |
Kč1,102,000,000 | 0 | Kč0 | 0 |
|
Match 5 and 1 Euro Number |
Kč4,810,157 | 0 | Kč0 | 9 |
|
Match 5 |
Kč2,546,553 | 0 | Kč0 | 6 |
|
Match 4 and 2 Euro Numbers |
Kč181,895 | 0 | Kč0 | 28 |
|
Match 4 and 1 Euro Number |
Kč4,282 | 12 | Kč51,384 | 1,070 |
|
Match 4 |
Kč2,437 | 32 | Kč77,984 | 1,462 |
|
Match 3 and 2 Euro Numbers |
Kč1,877 | 44 | Kč82,588 | 1,627 |
|
Match 2 and 2 Euro Numbers |
Kč643 | 574 | Kč369,082 | 24,503 |
|
Match 3 and 1 Euro Number |
Kč410 | 713 | Kč292,330 | 37,192 |
|
Match 3 |
Kč386 | 1,220 | Kč470,920 | 56,660 |
|
Match 1 and 2 Euro Numbers |
Kč305 | 3,119 | Kč951,295 | 129,491 |
|
Match 2 and 1 Euro Number |
Kč194 | 10,736 | Kč2,082,784 | 493,849 |
|
Total |
- | 16,450 | Kč4,378,367 | 745,897 |
Eurojackpot prizes in Czech Republic must be claimed within 35 days of the draw date, so tickets purchased for this draw were valid until Friday 21st April 2017.
The estimated jackpot advertised in Czech Republic prior to the draw was Kč1,102,000,000.
| Numbers Matched | Prize Per Winner | Winners from Denmark | Prize Fund Amount | Total Winners |
|---|---|---|---|---|
|
Match 5 and 2 Euro Numbers |
kr.252,000,000 | 0 | kr.0 | 0 |
|
Match 5 and 1 Euro Number |
kr.1,134,920 | 1 | kr.1,134,920 | 9 |
|
Match 5 |
kr.600,854 | 1 | kr.600,854 | 6 |
|
Match 4 and 2 Euro Numbers |
kr.42,945 | 4 | kr.171,780 | 28 |
|
Match 4 and 1 Euro Number |
kr.1,040 | 68 | kr.70,720 | 1,070 |
|
Match 4 |
kr.605 | 129 | kr.78,045 | 1,462 |
|
Match 3 and 2 Euro Numbers |
kr.473 | 152 | kr.71,896 | 1,627 |
|
Match 2 and 2 Euro Numbers |
kr.178 | 2,486 | kr.442,508 | 24,503 |
|
Match 3 and 1 Euro Number |
kr.114 | 2,789 | kr.317,946 | 37,192 |
|
Match 3 |
kr.107 | 4,955 | kr.530,185 | 56,660 |
|
Match 1 and 2 Euro Numbers |
kr.84 | 13,160 | kr.1,105,440 | 129,491 |
|
Match 2 and 1 Euro Number |
kr.54 | 41,635 | kr.2,248,290 | 493,849 |
|
Total |
- | 65,380 | kr.6,772,584 | 745,897 |
Eurojackpot prizes in Denmark must be claimed within a set period of time depending on how much you have won. Visit the How to Claim page to find specific claim periods, with some prizes needing to be claimed within 90 days of the draw (valid until Thursday 15th June 2017).
The estimated jackpot advertised in Denmark prior to the draw was kr.252,000,000.
| Numbers Matched | Prize Per Winner | Winners from Estonia | Prize Fund Amount | Total Winners |
|---|---|---|---|---|
|
Match 5 and 2 Euro Numbers |
€40,504,103.56 | 0 | €0 | 0 |
|
Match 5 and 1 Euro Number |
€178,022.10 | 0 | €0 | 9 |
|
Match 5 |
€94,247 | 0 | €0 | 6 |
|
Match 4 and 2 Euro Numbers |
€6,731.90 | 0 | €0 | 28 |
|
Match 4 and 1 Euro Number |
€158.50 | 4 | €634 | 1,070 |
|
Match 4 |
€90.20 | 10 | €902 | 1,462 |
|
Match 3 and 2 Euro Numbers |
€69.50 | 17 | €1,181.50 | 1,627 |
|
Match 2 and 2 Euro Numbers |
€23.80 | 251 | €5,973.80 | 24,503 |
|
Match 3 and 1 Euro Number |
€15.20 | 320 | €4,864 | 37,192 |
|
Match 3 |
€14.30 | 560 | €8,008 | 56,660 |
|
Match 1 and 2 Euro Numbers |
€11.30 | 1,371 | €15,492.30 | 129,491 |
|
Match 2 and 1 Euro Number |
€7.20 | 4,589 | €33,040.80 | 493,849 |
|
Total |
- | 7,122 | €70,096.40 | 745,897 |
Eurojackpot prizes in Estonia must be claimed within 90 days of the draw date, so tickets purchased for this draw were valid until Thursday 15th June 2017.
The estimated jackpot advertised in Estonia prior to the draw was €40,000,000.
| Numbers Matched | Prize Per Winner | Winners from Finland | Prize Fund Amount | Total Winners |
|---|---|---|---|---|
|
Match 5 and 2 Euro Numbers |
€40,504,103.56 | 0 | €0 | 0 |
|
Match 5 and 1 Euro Number |
€178,022.10 | 2 | €356,044.20 | 9 |
|
Match 5 |
€94,247 | 0 | €0 | 6 |
|
Match 4 and 2 Euro Numbers |
€6,731.90 | At present this information is not released by the lottery operator of Finland | 28 | |
|
Match 4 and 1 Euro Number |
€158.50 | 1,070 | ||
|
Match 4 |
€90.20 | 1,462 | ||
|
Match 3 and 2 Euro Numbers |
€69.50 | 1,627 | ||
|
Match 2 and 2 Euro Numbers |
€23.80 | 24,503 | ||
|
Match 3 and 1 Euro Number |
€15.20 | 37,192 | ||
|
Match 3 |
€14.30 | 56,660 | ||
|
Match 1 and 2 Euro Numbers |
€11.30 | 129,491 | ||
|
Match 2 and 1 Euro Number |
€7.20 | 493,849 | ||
|
Total |
- | 745,897 |
Eurojackpot prizes in Finland must be claimed within 365 days of the draw date, so tickets purchased for this draw were valid until Saturday 17th March 2018.
The estimated jackpot advertised in Finland prior to the draw was €40,000,000.
| Numbers Matched | Prize Per Winner | Winners from Germany | Prize Fund Amount | Total Winners |
|---|---|---|---|---|
|
Match 5 and 2 Euro Numbers |
€40,504,103.56 | 0 | €0 | 0 |
|
Match 5 and 1 Euro Number |
€178,022.10 | 4 | €712,088.40 | 9 |
|
Match 5 |
€94,247 | 4 | €376,988 | 6 |
|
Match 4 and 2 Euro Numbers |
€6,731.90 | At present this information is not released by the lottery operator of Germany | 28 | |
|
Match 4 and 1 Euro Number |
€158.50 | 1,070 | ||
|
Match 4 |
€90.20 | 1,462 | ||
|
Match 3 and 2 Euro Numbers |
€69.50 | 1,627 | ||
|
Match 2 and 2 Euro Numbers |
€23.80 | 24,503 | ||
|
Match 3 and 1 Euro Number |
€15.20 | 37,192 | ||
|
Match 3 |
€14.30 | 56,660 | ||
|
Match 1 and 2 Euro Numbers |
€11.30 | 129,491 | ||
|
Match 2 and 1 Euro Number |
€7.20 | 493,849 | ||
|
Total |
- | 745,897 |
Eurojackpot prizes in Germany must be claimed within 3 years of the draw date, so tickets purchased for this draw are valid until Tuesday 17th March 2020.
The estimated jackpot advertised in Germany prior to the draw was €40,000,000.
| Numbers Matched | Prize Per Winner | Winners from Hungary | Prize Fund Amount | Total Winners |
|---|---|---|---|---|
|
Match 5 and 2 Euro Numbers |
€40,504,103.56 | 0 | €0 | 0 |
|
Match 5 and 1 Euro Number |
€178,022.10 | 0 | €0 | 9 |
|
Match 5 |
Ft26,436,285 | 0 | Ft0 | 6 |
|
Match 4 and 2 Euro Numbers |
Ft1,888,300 | 1 | Ft1,888,300 | 28 |
|
Match 4 and 1 Euro Number |
Ft44,460 | 24 | Ft1,067,040 | 1,070 |
|
Match 4 |
Ft25,300 | 35 | Ft885,500 | 1,462 |
|
Match 3 and 2 Euro Numbers |
Ft19,495 | 33 | Ft643,335 | 1,627 |
|
Match 2 and 2 Euro Numbers |
Ft6,675 | 451 | Ft3,010,425 | 24,503 |
|
Match 3 and 1 Euro Number |
Ft4,265 | 921 | Ft3,928,065 | 37,192 |
|
Match 3 |
Ft4,010 | 1,355 | Ft5,433,550 | 56,660 |
|
Match 1 and 2 Euro Numbers |
Ft3,170 | 2,487 | Ft7,883,790 | 129,491 |
|
Match 2 and 1 Euro Number |
Ft2,020 | 12,208 | Ft24,660,160 | 493,849 |
|
Total |
- | 17,515 | Ft49,400,165 | 745,897 |
Eurojackpot prizes in Hungary must be claimed within 180 days of the draw date, so tickets purchased for this draw were valid until Wednesday 13th September 2017.
The estimated jackpot advertised in Hungary prior to the draw was €40,000,000.
| Numbers Matched | Prize Per Winner | Winners from Iceland | Prize Fund Amount | Total Winners |
|---|---|---|---|---|
|
Match 5 and 2 Euro Numbers |
kr.4,710,222,200 | 0 | kr.0 | 0 |
|
Match 5 and 1 Euro Number |
kr.20,702,190 | 0 | kr.0 | 9 |
|
Match 5 |
kr.10,959,980 | 0 | kr.0 | 6 |
|
Match 4 and 2 Euro Numbers |
kr.782,850 | At present this information is not released by the lottery operator of Iceland | 28 | |
|
Match 4 and 1 Euro Number |
kr.18,430 | 1,070 | ||
|
Match 4 |
kr.10,480 | 1,462 | ||
|
Match 3 and 2 Euro Numbers |
kr.8,080 | 1,627 | ||
|
Match 2 and 2 Euro Numbers |
kr.2,760 | 24,503 | ||
|
Match 3 and 1 Euro Number |
kr.1,760 | 37,192 | ||
|
Match 3 |
kr.1,660 | 56,660 | ||
|
Match 1 and 2 Euro Numbers |
kr.1,310 | 129,491 | ||
|
Match 2 and 1 Euro Number |
kr.830 | 493,849 | ||
|
Total |
- | 745,897 |
Eurojackpot prizes in Iceland must be claimed within 1 year of the draw date, so tickets purchased for this draw were valid until Saturday 17th March 2018.
The estimated jackpot advertised in Iceland prior to the draw was kr.4,600,000,000.
| Numbers Matched | Prize Per Winner | Winners from Italy | Prize Fund Amount | Total Winners |
|---|---|---|---|---|
|
Match 5 and 2 Euro Numbers |
€40,504,103.56 | 0 | €0 | 0 |
|
Match 5 and 1 Euro Number |
€178,022.10 | 0 | €0 | 9 |
|
Match 5 |
€94,247 | 1 | €94,247 | 6 |
|
Match 4 and 2 Euro Numbers |
€6,731.90 | 0 | €0 | 28 |
|
Match 4 and 1 Euro Number |
€158.50 | 26 | €4,121 | 1,070 |
|
Match 4 |
€90.20 | 32 | €2,886.40 | 1,462 |
|
Match 3 and 2 Euro Numbers |
€69.50 | 65 | €4,517.50 | 1,627 |
|
Match 2 and 2 Euro Numbers |
€23.80 | 898 | €21,372.40 | 24,503 |
|
Match 3 and 1 Euro Number |
€15.20 | 1,367 | €20,778.40 | 37,192 |
|
Match 3 |
€14.30 | 1,962 | €28,056.60 | 56,660 |
|
Match 1 and 2 Euro Numbers |
€11.30 | 5,223 | €59,019.90 | 129,491 |
|
Match 2 and 1 Euro Number |
€7.20 | 17,920 | €129,024 | 493,849 |
|
Total |
- | 27,494 | €364,023.20 | 745,897 |
Eurojackpot prizes in Italy must be claimed within a set period of time depending on how much you have won. Visit the How to Claim page to find specific claim periods, with some prizes needing to be claimed within 30 days of the draw (valid until Sunday 16th April 2017).
The estimated jackpot advertised in Italy prior to the draw was €40,000,000.
| Numbers Matched | Prize Per Winner | Winners from Latvia | Prize Fund Amount | Total Winners |
|---|---|---|---|---|
|
Match 5 and 2 Euro Numbers |
€40,504,103.56 | 0 | €0 | 0 |
|
Match 5 and 1 Euro Number |
€178,022.10 | 0 | €0 | 9 |
|
Match 5 |
€94,247 | 0 | €0 | 6 |
|
Match 4 and 2 Euro Numbers |
€6,731.90 | At present this information is not released by the lottery operator of Latvia | 28 | |
|
Match 4 and 1 Euro Number |
€158.50 | 1,070 | ||
|
Match 4 |
€90.20 | 1,462 | ||
|
Match 3 and 2 Euro Numbers |
€69.50 | 1,627 | ||
|
Match 2 and 2 Euro Numbers |
€23.80 | 24,503 | ||
|
Match 3 and 1 Euro Number |
€15.20 | 37,192 | ||
|
Match 3 |
€14.30 | 56,660 | ||
|
Match 1 and 2 Euro Numbers |
€11.30 | 129,491 | ||
|
Match 2 and 1 Euro Number |
€7.20 | 493,849 | ||
|
Total |
- | 745,897 |
Eurojackpot prizes in Latvia must be claimed within 30 days of the draw date, so tickets purchased for this draw were valid until Sunday 16th April 2017.
The estimated jackpot advertised in Latvia prior to the draw was €40,000,000.
| Numbers Matched | Prize Per Winner | Winners from Lithuania | Prize Fund Amount | Total Winners |
|---|---|---|---|---|
|
Match 5 and 2 Euro Numbers |
€40,504,103.56 | 0 | €0 | 0 |
|
Match 5 and 1 Euro Number |
€178,022.10 | 0 | €0 | 9 |
|
Match 5 |
€94,247 | 0 | €0 | 6 |
|
Match 4 and 2 Euro Numbers |
€6,731.90 | 1 | €6,731.90 | 28 |
|
Match 4 and 1 Euro Number |
€158.50 | 2 | €317 | 1,070 |
|
Match 4 |
€90.20 | 1 | €90.20 | 1,462 |
|
Match 3 and 2 Euro Numbers |
€69.50 | 3 | €208.50 | 1,627 |
|
Match 2 and 2 Euro Numbers |
€23.80 | 83 | €1,975.40 | 24,503 |
|
Match 3 and 1 Euro Number |
€15.20 | 113 | €1,717.60 | 37,192 |
|
Match 3 |
€14.30 | 188 | €2,688.40 | 56,660 |
|
Match 1 and 2 Euro Numbers |
€11.30 | 404 | €4,565.20 | 129,491 |
|
Match 2 and 1 Euro Number |
€7.20 | 1,592 | €11,462.40 | 493,849 |
|
Total |
- | 2,387 | €29,756.60 | 745,897 |
Eurojackpot prizes in Lithuania must be claimed within 60 days of the draw date, so tickets purchased for this draw were valid until Tuesday 16th May 2017.
The estimated jackpot advertised in Lithuania prior to the draw was €40,000,000.
| Numbers Matched | Prize Per Winner | Winners from Netherlands | Prize Fund Amount | Total Winners |
|---|---|---|---|---|
|
Match 5 and 2 Euro Numbers |
€0 | 0 | €0 | 0 |
|
Match 5 and 1 Euro Number |
€178,022.10 | 0 | €0 | 9 |
|
Match 5 |
€94,247 | 0 | €0 | 6 |
|
Match 4 and 2 Euro Numbers |
€6,731.90 | At present this information is not released by the lottery operator of Netherlands | 28 | |
|
Match 4 and 1 Euro Number |
€158.50 | 1,070 | ||
|
Match 4 |
€90.20 | 1,462 | ||
|
Match 3 and 2 Euro Numbers |
€69.50 | 1,627 | ||
|
Match 2 and 2 Euro Numbers |
€23.80 | 24,503 | ||
|
Match 3 and 1 Euro Number |
€15.20 | 37,192 | ||
|
Match 3 |
€14.30 | 56,660 | ||
|
Match 1 and 2 Euro Numbers |
€11.30 | 129,491 | ||
|
Match 2 and 1 Euro Number |
€7.20 | 493,849 | ||
|
Total |
- | 745,897 |
Eurojackpot prizes in Netherlands must be claimed within 365 days of the draw date, so tickets purchased for this draw were valid until Saturday 17th March 2018.
The estimated jackpot advertised in Netherlands prior to the draw was €40,000,000.
| Numbers Matched | Prize Per Winner | Winners from Norway | Prize Fund Amount | Total Winners |
|---|---|---|---|---|
|
Match 5 and 2 Euro Numbers |
kr.365,000,000 | 0 | kr.0 | 0 |
|
Match 5 and 1 Euro Number |
kr.1,620,410 | 0 | kr.0 | 9 |
|
Match 5 |
kr.857,860 | 0 | kr.0 | 6 |
|
Match 4 and 2 Euro Numbers |
kr.61,275 | At present this information is not released by the lottery operator of Norway | 28 | |
|
Match 4 and 1 Euro Number |
kr.1,440 | 1,070 | ||
|
Match 4 |
kr.820 | 1,462 | ||
|
Match 3 and 2 Euro Numbers |
kr.630 | 1,627 | ||
|
Match 2 and 2 Euro Numbers |
kr.215 | 24,503 | ||
|
Match 3 and 1 Euro Number |
kr.135 | 37,192 | ||
|
Match 3 |
kr.130 | 56,660 | ||
|
Match 1 and 2 Euro Numbers |
kr.100 | 129,491 | ||
|
Match 2 and 1 Euro Number |
kr.65 | 493,849 | ||
|
Total |
- | 745,897 |
Eurojackpot prizes in Norway must be claimed within 3 months of the draw date, so tickets purchased for this draw were valid until Saturday 17th June 2017.
The estimated jackpot advertised in Norway prior to the draw was kr.365,000,000.
| Numbers Matched | Prize Per Winner | Winners from Slovakia | Prize Fund Amount | Total Winners |
|---|---|---|---|---|
|
Match 5 and 2 Euro Numbers |
€40,504,103.56 | 0 | €0 | 0 |
|
Match 5 and 1 Euro Number |
€178,022.10 | 0 | €0 | 9 |
|
Match 5 |
€94,247 | 0 | €0 | 6 |
|
Match 4 and 2 Euro Numbers |
€6,731.90 | 0 | €0 | 28 |
|
Match 4 and 1 Euro Number |
€158.50 | 10 | €1,585 | 1,070 |
|
Match 4 |
€90.20 | 16 | €1,443.20 | 1,462 |
|
Match 3 and 2 Euro Numbers |
€69.50 | 20 | €1,390 | 1,627 |
|
Match 2 and 2 Euro Numbers |
€23.80 | 337 | €8,020.60 | 24,503 |
|
Match 3 and 1 Euro Number |
€15.20 | 485 | €7,372 | 37,192 |
|
Match 3 |
€14.30 | 810 | €11,583 | 56,660 |
|
Match 1 and 2 Euro Numbers |
€11.30 | 1,910 | €21,583 | 129,491 |
|
Match 2 and 1 Euro Number |
€7.20 | 6,962 | €50,126.40 | 493,849 |
|
Total |
- | 10,550 | €103,103.20 | 745,897 |
Eurojackpot prizes in Slovakia must be claimed within 35 days of the draw date, so tickets purchased for this draw were valid until Friday 21st April 2017.
The estimated jackpot advertised in Slovakia prior to the draw was €40,000,000.
| Numbers Matched | Prize Per Winner | Winners from Spain | Prize Fund Amount | Total Winners |
|---|---|---|---|---|
|
Match 5 and 2 Euro Numbers |
€40,504,103.56 | 0 | €0 | 0 |
|
Match 5 and 1 Euro Number |
€178,022.10 | 0 | €0 | 9 |
|
Match 5 |
€94,247 | 0 | €0 | 6 |
|
Match 4 and 2 Euro Numbers |
€6,731.90 | 2 | €13,463.80 | 28 |
|
Match 4 and 1 Euro Number |
€158.50 | 43 | €6,815.50 | 1,070 |
|
Match 4 |
€90.20 | 36 | €3,247.20 | 1,462 |
|
Match 3 and 2 Euro Numbers |
€69.50 | 77 | €5,351.50 | 1,627 |
|
Match 2 and 2 Euro Numbers |
€23.80 | 1,082 | €25,751.60 | 24,503 |
|
Match 3 and 1 Euro Number |
€15.20 | 1,278 | €19,425.60 | 37,192 |
|
Match 3 |
€14.30 | 2,147 | €30,702.10 | 56,660 |
|
Match 1 and 2 Euro Numbers |
€11.30 | 6,041 | €68,263.30 | 129,491 |
|
Match 2 and 1 Euro Number |
€7.20 | 19,013 | €136,893.60 | 493,849 |
|
Total |
- | 29,719 | €309,914.20 | 745,897 |
Eurojackpot prizes in Spain must be claimed within 30 days of the draw date, so tickets purchased for this draw were valid until Sunday 16th April 2017.
The estimated jackpot advertised in Spain prior to the draw was €40,000,000.
| Numbers Matched | Prize Per Winner | Winners from Sweden | Prize Fund Amount | Total Winners |
|---|---|---|---|---|
|
Match 5 and 2 Euro Numbers |
kr.406,000,000 | 0 | kr.0 | 0 |
|
Match 5 and 1 Euro Number |
kr.3,512,243 | 1 | kr.3,512,243 | 9 |
|
Match 5 |
kr.896,468 | 0 | kr.0 | 6 |
|
Match 4 and 2 Euro Numbers |
kr.293,953 | 1 | kr.293,953 | 28 |
|
Match 4 and 1 Euro Number |
kr.12,805 | 37 | kr.473,785 | 1,070 |
|
Match 4 |
kr.9,218 | 45 | kr.414,810 | 1,462 |
|
Match 3 and 2 Euro Numbers |
kr.5,082 | 52 | kr.264,264 | 1,627 |
|
Match 2 and 2 Euro Numbers |
kr.226 | 981 | kr.221,706 | 24,503 |
|
Match 3 and 1 Euro Number |
kr.144 | 1,359 | kr.195,696 | 37,192 |
|
Match 3 |
kr.136 | 2,272 | kr.308,992 | 56,660 |
|
Match 1 and 2 Euro Numbers |
kr.107 | 4,937 | kr.528,259 | 129,491 |
|
Match 2 and 1 Euro Number |
kr.68 | 18,265 | kr.1,242,020 | 493,849 |
|
Total |
- | 27,950 | kr.7,455,728 | 745,897 |
Eurojackpot prizes in Sweden must be claimed within 3 months of the draw date, so tickets purchased for this draw were valid until Saturday 17th June 2017.
The estimated jackpot advertised in Sweden prior to the draw was kr.406,000,000.
Associated Draw Results
- 5
- 9
- 1
- 8
- 4
- 5
| Numbers Matched | Prize Per Winner | Total Winners |
|---|---|---|
| Match 6 in Exact Order | €50,000 | 0 |
| Match Last 5 in Exact Order | €5,000 | 0 |
| Match Last 4 in Exact Order | €500 | 5 |
| Match Last 3 in Exact Order | €50 | 79 |
| Match Last 2 in Exact Order | €5 | 793 |
| Match Last 1 in Exact Order | €3 | 8,172 |
- HTY6618
- SRY8195
- FEY5454
- FFY9930
- MGE9438
- QUN0302
- RJN9202
- TLY9635
- TNY4030
- UCN5885
- 2
- 3
- 2
- 4
- 6
- 4
| Numbers Matched | Prize Per Winner | Total Winners |
|---|---|---|
| Match 6 | CZK2,000,000 | 0 |
| Match 5 | CZK200,000 | 0 |
| Match 4 | CZK20,000 | 8 |
| Match 3 | CZK2,000 | 89 |
| Match 2 | CZK200 | 843 |
| Match 1 | CZK120 | 8,218 |
- 7
- 1
- 7
- 9
- 3
- 2
- 0
| Numbers Matched | Prize Per Winner | Total Winners |
|---|---|---|
| Match 7 in Exact Order | €1,000,000 | 1 |
| Match Any 6 in the Right Spot | €20,000 | 1 |
| Match Any 5 in the Right Spot | €500 | 32 |
| Match Any 4 in the Right Spot | €50 | 488 |
| Match Any 3 in the Right Spot | €6 | 4,409 |
| Match Any 2 in the Right Spot | €3 | 23,541 |
- Marseille
- 85
| Numbers Matched | Prize Per Winner | Total Winners |
|---|---|---|
| City and Number | €1,000 | 16 |
| City | €5 | 1,499 |
- 7
- 6
- 2
- 7
- 5
| Numbers Matched | Prize Per Winner | Total Winners |
|---|---|---|
| Match 5 in Exact Order | kr2,000,000 | 0 |
| Match First/Last 4 in Exact Order | kr100,000 | 1 |
| Match First/Last 3 in Exact Order | kr10,000 | 13 |
| Match First/Last 2 in Exact Order | kr2,000 | 109 |
- Notodden
Related Eurojackpot Results Links
- Automatically check your Eurojackpot ticket
- View average prizes and winners for each prize tiers
- View the largest jackpot winners and total winners from each country
- View previous Eurojackpot results by year
Buy Eurojackpot Tickets Online
By buying your Eurojackpot tickets online you don’t have to worry about ever losing your Eurojackpot lottery tickets. When you play the Eurojackpot online all your lottery tickets purchased on the internet are stored in your personal account, meaning that you can view them anytime you wish.


Overview
See the basic discussion at lua-users.org
lua-scope is free software and uses the artistic-2.0 license.
Status
Current version is 0.01. It was developed for Lua 5.1, but also should work with Lua 5.2 and 5.3.
Download
lua-scope source can be downloaded from its Github page.
History
- Version 0.01 [29/May/2015]
- Initial release
Credits
lua-scope was implemented by Ivan Baidakou (basiliscos).
Contact us
Please, use github project as collaboration & communication tool.


George Njao Appointed To Replace Francis Meja As NTSA Director General
by Francis MuliThe National Transport and Safety Authority (NTSA) Board of Directors has appointed Mr George Njao as the Authority’s Director General for a period of three years.
Mr Njao is taking over from Mr Francis Meja who successfully completed his full term contract
“Mr Njao has over 15 years experience in the transport sector specifically in safety management which presents a great opportunity for the Authority. He holds a Master’s degree and a Bachelor of Science degree from Central Missouri State University, USA,” noted the board in a statement.
In the changes, Badu Katelo has been appointed the director of road safety, Christopher Wanjau as the director of registration and licencing and Mr Shalaka Shem as the deputy director of supply chain management.


See: Description
| Interface | Description |
|---|---|
| BinaryOp |
A double precision binary operator, supporting evaluation and
formatting (string representation).
|
| DelegatingOperator |
A partial implementation of both the unary and binary operator interfaces
that delegates to an underlying operator.
|
| Operator |
A double precision operator with arity, precedence, fixity, and associativity.
|
| UnaryOp |
A double precision unary operator, supporting evaluation and
formatting (string representation).
|
| Visitor<R> |
Visitor interface for computing values from known expression subtypes.
|
| Class | Description |
|---|---|
| BinaryOpExpression |
An expression representing the result of a binary operation on two subexpressions.
|
| ConstantExpression |
An expression consisting of a constant value.
|
| Expression |
A double-precision arithmetic expression on constants, variables,
unary and binary operations, with local binding of variables to
subexpressions, supporting evaluation and formatting (string
representation).
|
| ExpressionParser |
A parser for Expression instances.
|
| ExtendedExpression<T extends ExtendedExpression<T>> |
Abstract base for expression subtypes that wrap existing
expressions to provide new methods.
|
| LetExpression |
An expression representing a subexpression with variable names
bound to other expressions.
|
| OperationExpression |
An expression representing the result of a unary operation on a subexpression.
|
| OperatorBuilder |
Fluent construction of new operators.
|
| TrigonometricExpression |
Extends expressions with trigonometric operations.
|
| UnaryOpExpression |
An expression representing the result of a unary operation on a subexpression.
|
| VariableExpression |
An expression consisting of a single variable.
|
| Enum | Description |
|---|---|
| BasicOperator |
Basic double-precision arithmetic operators.
|
| Operator.Type |
The type of operator, whether it is pre-, post-, or infix, and
if the kind of associativity if infix.
|
| TrigonometricOperator |
Trigonometric operations on expressions.
|
| Exception | Description |
|---|---|
| BindingException |
Base for exceptions thrown during expression evaluation.
|
| DivisionByZeroException |
Thrown on a division by zero during evaluation
|
| EvaluationException |
Base for exceptions thrown during expression evaluation
|
| ExpressionParsingException |
Thrown when expression parsing fails for some reason.
|
| SelfReferenceException |
Thrown a bound variable is used in its own binding expression.
|
| UnboundVariableException |
Thrown when a variable is not bound to a value during evaluation
|
| UnreferencedVariableException |
Thrown when attempting to bind a variable that is not referenced by a subexpression.
|
| WrapException |
Base for exceptions thrown during expression evaluation.
|
import static net.peierls.expr.Expression.expr;
expr
methods to create atomic expressions.
// Constant expressions ConstantExpression constExpr = expr(2.5); assertEquals(2.5, constExpr.value(), 0); // Variable expressions VariableExpression varExpr = expr("a"); assertEquals("a", varExpr.varName());
apply
methods to build
unary and binary operations, or use the equivalent
built-in shortcut methods, which have overloadings
to accept double
or String
arguments in place of
Expression
.
Expression sumExpr1 = expr(2.5).apply(BasicOperator.PLUS, expr("a")); Expression sumExpr2 = expr(2.5).plus("a"); // more compact and readable assertEquals(sumExpr1, sumExpr2);
a * b
.
let x = ..., y = ... in ... // or ... where x = ..., y = ...The
where
methods create bound expressions.
Expression quadratic = expr("a").times(expr("x").squared()) .plus(expr("b").times("x")) .plus("c"); Expression quadWithBoundCoefficients = quadratic .where("a", 2, "b", 3, "c", 4);For more than three bindings, use
where(Map<String, Expression>)
.
Map<String, Expression> bindings = new HashMap<>(); bindings.put("a", expr(2)); bindings.put("b", expr(3)); bindings.put("c", expr(4)); bindings.put("x", expr(1)); Expression quadFullyBound = quadratic.where(bindings); // Similarly, but not equivalently: Expression quadFullyBound2 = quadWithBoundCoefficients.where("x", 1); assertFalse(quadFullyBound.equals(quadFullyBound2)); assertEquals(quadFullyBound.value(), quadFullyBound2.value(), 0);
freeVariables
method returns a set
of variables that are not bound in the expression.
assertTrue(constExpr.freeVariables().isEmpty()); assertEquals(ImmutableSet.of("x"), quadWithBoundCoefficients.freeVariables());
value
on an expression with no free variables
throws DivisionByZeroException
if a division by zero is encountered during
the evaluation, otherwise it produces the value of the expression as a double
.
Evaluating an expression with free variables throws UnboundVariableException
.
You can test whether an expression has no free variables with
evaluable
.
The optValue
method does not throw these exceptions,
but rather returns an empty value in those cases.
assertTrue(quadFullyBound.evaluable()); assertEquals(9.0, quadFullyBound.value(), 0); assertEquals(42.0, expr(1).dividedBy(0).optValue().orElse(42)); assertEquals(66.6, expr(1).plus("a").optValue().orElse(66.6));
toString
.
assertEquals("2.5 + a", sumExpr1.toString()); assertEquals("let a = 3 in 2.5 + a", sumExpr1.where("a", 3).toString());
parseExpr(String exprText)
.
assertEquals(sumExpr1, parseExpr("2.5 + a")); assertEquals(sumExpr1.where("a", 3), parseExpr("let a = 3 in 2.5 + a"));
DelegatingOperator
,
using methods of OperatorBuilder
to define the type of operator (prefix, postfix, infix left-associative,
infix non-associative, or infix right-associative), the symbol used
when formatting or parsing the operator, the
unary or
binary Java
function used to evaluate the operator, and the precedence of the
operator for parsing.
public enum MyOp implements DelegatingOperator { // Space at end of symbol used when formatting, but ignored by parser. PI_R_SQUARED(prefix("pi_r_2 ", v -> Math.PI * v * v).precedence(100)), CUBED(postfix("^^^", v -> v * v * v).precedence(100)), ; final Operator delegate; MyOp(Operator delegate) { this.delegate = delegate; } @Override public Operator delegate() { return delegate; } // Convenience methods public static final UnaryOpExpression piRSquared(Expression e) { return e.apply(PI_R_SQUARED); } public static final UnaryOpExpression cubed(Expression e) { return e.apply(CUBED); } }To create an extended expression type that has an instance method for user-defined operators, extend
ExtendedExpression
.
static class MyExpression extends ExtendedExpression<MyExpression> { // Constructor, required public MyExpression(Expression expr) { super(expr, MyExpression.class); } // Static factory, recommended public static MyExpression myExpr(Expression expr) { return wrap(expr, MyExpression.class); } // Convenience static factories, recommended public static MyExpression myExpr(double val) { return wrap(val, MyExpression.class); } public static MyExpression myExpr(String var) { return wrap(var, MyExpression.class); } // Operation instance methods, the reason for extending public final MyExpression piRSquared() { return apply(MyOp.PI_R_SQUARED); } public final MyExpression cubed() { return apply(MyOp.CUBED); } }To parse expressions on user-defined operators, pass the operator enum type(s) to
parseExpr(str, userType1,...)
.
Expression expected1 = expr(2).apply(MyOp.PI_R_SQUARED); assertEquals(expected1, parseExpr("pi_r_2 2", MyOp.class)); Expression expected2 = expr(2).apply(MyOp.CUBED); assertEquals(expected2, parseExpr("2^^^", MyOp.class));Note that parsing with user-defined operators always uses the standard expression types, not the extended expression types, so it is possible that the parsed expression will not equal the same values constructed in code using the extended expression type.
Visitor
interface and providing a static method to create an instance
of the concrete visitor and call the
accept
method of
an argument expression on that instance.
See TraceVisitor in the test code for a full example.


Admission Date/Time:
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Blood Group: Select One A+ A- B+ B- AB+ AB- O+ O-
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{% load static %}
This system allows for the curation of Material Data in a repository using predefined templates.
This is being developed at the National Institute of Standards and Technology and is made available to solicit comments from the Material Science community. Please do not enter any proprietary data into this system.


This page is an eclectic mélange of... stuff. From my life. I dunno, I just wanted to have a place where I could put all the silly things I've collected over the years.
During the COVID-19 pandemic, I livestreamed my first self-haircut. A media agency found it, which resulted in this Supercuts ad:
During a 2019 debate for the US Democratic Party's presidential nomination, Joe Biden flubbed and accidentally directed viewers to a URL that didn't exist. I couldn't help myself. I bought the domain, redirecting it to a friend's joke campaign website that he and I had built for April Fool's Day. My friend got plenty of attention (the Huffington Post calls us Biden-Trolling Pranksters) and interviewed that night with a few news organizations running the story.
In my senior year of high school, I starred in the school's spring musical. Normally I preferred playing trumpet in the pit orchestra, but Urinetown didn't have a trumpet part, so I figured I'd audition. Here's me as Bobby Strong:
In high school, I helped write and advocate for the passage of the Cold Case Records Collection Act of 2017, possibly the first bill ever written by high schoolers to be signed into federal law. I lobbied congressional staffers in Washington, D.C. and built out social engagement features on the website.
When I was young, my dad maintained a family personal website, which I've reuploaded for posterity. In 2007 (when I was 9), I had my own go at overhauling the website. I've (reluctantly) reuploaded that one, too (incidentally, this website is the reason I first learned about colorblindness).
Here's a short video mocking Amazon's Alexa (my most popular post on reddit):
I once gave a lesson on how to draw ampersands to a few hundred computer science students after getting fed up grading poorly-written data structures exams.
Found on a (very) old hard drive: a unique composition from when I was 9 that somehow gets stuck in my head whenever I think about it.


Bug summary:
The app crashes when you try to duplicate a plant
Observed Behavior (a description of what happened with the app):
Beginning with a cold start, after adding a new plant (named flower and of strain flower), the app crashes when you attempt to duplicate the plant.
Expected Behavior (a description of what you expected to happen):
I expected the plant to be successfully duplicated. The app should not have crashed.
Steps to Reproduce (the steps to reproduce the problem):
1. Start the app
2. Allow Tracker to access photos, media, etc
3. Tap the red button with the plus icon
4. Name the plant 'Flower'
5. Specify that the plant is of strain 'Flower'
6. Hit the green check at the upper left corner
7. Tap on the newly created flower
8. Tap the three dots in the upper right corner
9. Tap Duplicate
10. The app stops working
Additional information:
This bug was encountered on a cold start of the application. There were no other plants.
Attachments:


Inplace callbacks¶
This example shows how to register and use inplace callback functions. These functions are going to be called just before unbound replies back to a client. They can perform certain actions without interrupting unbound’s execution flow (e.g. add/remove EDNS options, manipulate the reply).
Two different scenarios will be shown:
- If answering from cache and the client used EDNS option code
65002
we will answer with the same code but with data0xdeadbeef
; - When answering with a SERVFAIL we also add an empty EDNS option code
65003
.
Key parts¶
This example relies on the following functionalities:
Registering inplace callback functions¶
There are four types of inplace callback functions:
- inplace callback reply functions
- inplace callback reply_cache functions
- inplace callback reply_local functions
- inplace callback reply_servfail functions
Inplace callback reply functions¶
Called when answering with a resolved query.
The callback function’s prototype is the following:
def inplace_reply_callback(qinfo, qstate, rep, rcode, edns, opt_list_out,
region, **kwargs):
"""
Function that will be registered as an inplace callback function.
It will be called when answering with a resolved query.
:param qinfo: query_info struct;
:param qstate: module qstate. It contains the available opt_lists; It
SHOULD NOT be altered;
:param rep: reply_info struct;
:param rcode: return code for the query;
:param edns: edns_data to be sent to the client side. It SHOULD NOT be
altered;
:param opt_list_out: the list with the EDNS options that will be sent as a
reply. It can be populated with EDNS options;
:param region: region to allocate temporary data. Needs to be used when we
want to append a new option to opt_list_out.
:param **kwargs: Dictionary that may contain parameters added in a future
release. Current parameters:
``repinfo``: Reply information for a communication point (comm_reply).
It is None when the callback happens in the mesh states.
:return: True on success, False on failure.
"""
Note
The function’s name is irrelevant.
We can register such function as:
if not register_inplace_cb_reply(inplace_reply_callback, env, id):
log_info("python: Could not register inplace callback function.")
Inplace callback reply_cache functions¶
Called when answering from cache.
The callback function’s prototype is the following:
def inplace_cache_callback(qinfo, qstate, rep, rcode, edns, opt_list_out,
region, **kwargs):
"""
Function that will be registered as an inplace callback function.
It will be called when answering from the cache.
:param qinfo: query_info struct;
:param qstate: module qstate. None;
:param rep: reply_info struct;
:param rcode: return code for the query;
:param edns: edns_data sent from the client side. The list with the EDNS
options is accessible through edns.opt_list. It SHOULD NOT be
altered;
:param opt_list_out: the list with the EDNS options that will be sent as a
reply. It can be populated with EDNS options;
:param region: region to allocate temporary data. Needs to be used when we
want to append a new option to opt_list_out.
:param **kwargs: Dictionary that may contain parameters added in a future
release. Current parameters:
``repinfo``: Reply information for a communication point (comm_reply).
It is None when the callback happens in the mesh
states(modules).
:return: True on success, False on failure.
For demonstration purposes we want to see if EDNS option 65002 is present
and reply with a new value.
"""
Note
The function’s name is irrelevant.
We can register such function as:
if not register_inplace_cb_reply_cache(inplace_cache_callback, env, id):
log_info("python: Could not register inplace callback function.")
Inplace callback reply_local functions¶
Called when answering with local data or a Chaos(CH) reply.
The callback function’s prototype is the following:
def inplace_local_callback(qinfo, qstate, rep, rcode, edns, opt_list_out,
region, **kwargs):
"""
Function that will be registered as an inplace callback function.
It will be called when answering from local data.
:param qinfo: query_info struct;
:param qstate: module qstate. None;
:param rep: reply_info struct;
:param rcode: return code for the query;
:param edns: edns_data sent from the client side. The list with the
EDNS options is accessible through edns.opt_list. It
SHOULD NOT be altered;
:param opt_list_out: the list with the EDNS options that will be sent as a
reply. It can be populated with EDNS options;
:param region: region to allocate temporary data. Needs to be used when we
want to append a new option to opt_list_out.
:param **kwargs: Dictionary that may contain parameters added in a future
release. Current parameters:
``repinfo``: Reply information for a communication point (comm_reply).
It is None when the callback happens in the mesh
states(modules).
:return: True on success, False on failure.
"""
Note
The function’s name is irrelevant.
We can register such function as:
if not register_inplace_cb_reply_local(inplace_local_callback, env, id):
log_info("python: Could not register inplace callback function.")
Inplace callback reply_servfail functions¶
Called when answering with SERVFAIL.
The callback function’s prototype is the following:
def inplace_servfail_callback(qinfo, qstate, rep, rcode, edns, opt_list_out,
region, **kwargs):
"""
Function that will be registered as an inplace callback function.
It will be called when answering with SERVFAIL.
:param qinfo: query_info struct;
:param qstate: module qstate. If not None the relevant opt_lists are
available here;
:param rep: reply_info struct. None;
:param rcode: return code for the query. LDNS_RCODE_SERVFAIL;
:param edns: edns_data to be sent to the client side. If qstate is None
edns.opt_list contains the EDNS options sent from the client
side. It SHOULD NOT be altered;
:param opt_list_out: the list with the EDNS options that will be sent as a
reply. It can be populated with EDNS options;
:param region: region to allocate temporary data. Needs to be used when we
want to append a new option to opt_list_out.
:param **kwargs: Dictionary that may contain parameters added in a future
release. Current parameters:
``repinfo``: Reply information for a communication point (comm_reply).
It is None when the callback happens in the mesh
states(modules).
:return: True on success, False on failure.
For demonstration purposes we want to reply with an empty EDNS code '65003'
and log the IP address(es) of the client(s).
"""
Note
The function’s name is irrelevant.
We can register such function as:
if not register_inplace_cb_reply_servfail(inplace_servfail_callback, env, id):
log_info("python: Could not register inplace callback function.")
Testing¶
Run the Unbound server:
root@localhost$ unbound -dv -c ./test-inplace_callbacks.conf
In case you use your own configuration file, don’t forget to enable the Python module:
module-config: "validator python iterator"
and use a valid script path
python-script: "./examples/inplace_callbacks.py"
On the first query for the nlnetlabs.nl A record we get no EDNS option back:
root@localhost$ dig @localhost nlnetlabs.nl +ednsopt=65002
; <<>> DiG 9.10.3-P4-Ubuntu <<>> @localhost nlnetlabs.nl +ednsopt=65002
; (1 server found)
;; global options: +cmd
;; Got answer:
;; ->>HEADER<<- opcode: QUERY, status: NOERROR, id: 48057
;; flags: qr rd ra ad; QUERY: 1, ANSWER: 1, AUTHORITY: 4, ADDITIONAL: 3
;; OPT PSEUDOSECTION:
; EDNS: version: 0, flags:; udp: 4096
;; QUESTION SECTION:
;nlnetlabs.nl.
;; QUESTION SECTION:
;nlnetlabs.nl.   IN TXT
;; Query time: 11 msec
;; SERVER: <IP_ADDRESS>#53(<IP_ADDRESS>)
;; WHEN: Mon Dec 05 17:06:01 CET 2016
;; MSG SIZE rcvd: 51
Complete source code¶
# -*- coding: utf-8 -*-
'''
inplace_callbacks.py: python module showcasing inplace callback function
registration and functionality.
Copyright (c) 2016, NLnet Labs.
This software is open source.
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions
are met:
* Redistributions of source code must retain the above copyright notice,
this list of conditions and the following disclaimer.
* Redistributions in binary form must reproduce the above copyright notice,
this list of conditions and the following disclaimer in the documentation
and/or other materials provided with the distribution.
* Neither the name of the organization nor the names of its
contributors may be used to endorse or promote products derived from this
software without specific prior written permission.

'''
#Try:
# - dig @localhost nlnetlabs.nl +ednsopt=65002:
# This query *could* be answered from cache. If so, unbound will reply
# with the same EDNS option 65002, but with hexdata 'deadbeef' as data.
#
# - dig @localhost bogus.nlnetlabs.nl txt:
# This query returns SERVFAIL as the txt record of bogus.nlnetlabs.nl is
# intentionally bogus. The reply will contain an empty EDNS option
# with option code 65003.
# Unbound will also log the source address(es) of the client(s) that made
# the request.
# (unbound needs to be validating for this example to work)
# Useful functions:
# register_inplace_cb_reply(inplace_reply_callback, env, id):
# Register the reply_callback function as an inplace callback function
# when answering with a resolved query.
# Return True on success, False on failure.
#
# register_inplace_cb_reply_cache(inplace_reply_cache_callback, env, id):
# Register the reply_cache_callback function as an inplace callback
# function when answering from cache.
# Return True on success, False on failure.
#
# register_inplace_cb_reply_local(inplace_reply_local_callback, env, id):
# Register the reply_local_callback function as an inplace callback
# function when answering from local data or chaos reply.
# Return True on success, False on failure.
#
# register_inplace_cb_reply_servfail(inplace_reply_servfail_callback, env, id):
# Register the reply_servfail_callback function as an inplace callback
# function when answering with servfail.
# Return True on success, False on failure.
#
# Examples on how to use the functions are given in this file.
def inplace_reply_callback(qinfo, qstate, rep, rcode, edns, opt_list_out,
region, **kwargs):
"""
Function that will be registered as an inplace callback function.
It will be called when answering with a resolved query.
:param qinfo: query_info struct;
:param qstate: module qstate. It contains the available opt_lists; It
SHOULD NOT be altered;
:param rep: reply_info struct;
:param rcode: return code for the query;
:param edns: edns_data to be sent to the client side. It SHOULD NOT be
altered;
:param opt_list_out: the list with the EDNS options that will be sent as a
reply. It can be populated with EDNS options;
:param region: region to allocate temporary data. Needs to be used when we
want to append a new option to opt_list_out.
:param **kwargs: Dictionary that may contain parameters added in a future
release. Current parameters:
``repinfo``: Reply information for a communication point (comm_reply).
It is None when the callback happens in the mesh
states(modules).
:return: True on success, False on failure.
"""
log_info("python: called back while replying.")
return True
def inplace_cache_callback(qinfo, qstate, rep, rcode, edns, opt_list_out,
region, **kwargs):
"""
Function that will be registered as an inplace callback function.
It will be called when answering from the cache.
:param qinfo: query_info struct;
:param qstate: module qstate. None;
:param rep: reply_info struct;
:param rcode: return code for the query;
:param edns: edns_data sent from the client side. The list with the EDNS
options is accessible through edns.opt_list. It SHOULD NOT be
altered;
:param opt_list_out: the list with the EDNS options that will be sent as a
reply. It can be populated with EDNS options;
:param region: region to allocate temporary data. Needs to be used when we
want to append a new option to opt_list_out.
:param **kwargs: Dictionary that may contain parameters added in a future
release. Current parameters:
``repinfo``: Reply information for a communication point (comm_reply).
It is None when the callback happens in the mesh
states(modules).
:return: True on success, False on failure.
For demonstration purposes we want to see if EDNS option 65002 is present
and reply with a new value.
"""
log_info("python: called back while answering from cache.")
# Inspect the incoming EDNS options.
if not edns_opt_list_is_empty(edns.opt_list):
log_info("python: available EDNS options:")
for o in edns.opt_list_iter:
log_info("python: Code: {}, Data: '{}'".format(o.code,
"".join('{:02x}'.format(x) for x in o.data)))
if o.code == 65002:
log_info("python: *found option code 65002*")
# add to opt_list
# Data MUST be represented in a bytearray.
b = bytearray.fromhex("deadbeef")
if edns_opt_list_append(opt_list_out, o.code, b, region):
log_info("python: *added new option code 65002*")
else:
log_info("python: *failed to add new option code 65002*")
return False
break
return True
def inplace_local_callback(qinfo, qstate, rep, rcode, edns, opt_list_out,
region, **kwargs):
"""
Function that will be registered as an inplace callback function.
It will be called when answering from local data.
:param qinfo: query_info struct;
:param qstate: module qstate. None;
:param rep: reply_info struct;
:param rcode: return code for the query;
:param edns: edns_data sent from the client side. The list with the
EDNS options is accessible through edns.opt_list. It
SHOULD NOT be altered;
:param opt_list_out: the list with the EDNS options that will be sent as a
reply. It can be populated with EDNS options;
:param region: region to allocate temporary data. Needs to be used when we
want to append a new option to opt_list_out.
:param **kwargs: Dictionary that may contain parameters added in a future
release. Current parameters:
``repinfo``: Reply information for a communication point (comm_reply).
It is None when the callback happens in the mesh
states(modules).
:return: True on success, False on failure.
"""
log_info("python: called back while replying with local data or chaos"
" reply.")
return True
def inplace_servfail_callback(qinfo, qstate, rep, rcode, edns, opt_list_out,
region, **kwargs):
"""
Function that will be registered as an inplace callback function.
It will be called when answering with SERVFAIL.
:param qinfo: query_info struct;
:param qstate: module qstate. If not None the relevant opt_lists are
available here;
:param rep: reply_info struct. None;
:param rcode: return code for the query. LDNS_RCODE_SERVFAIL;
:param edns: edns_data to be sent to the client side. If qstate is None
edns.opt_list contains the EDNS options sent from the client
side. It SHOULD NOT be altered;
:param opt_list_out: the list with the EDNS options that will be sent as a
reply. It can be populated with EDNS options;
:param region: region to allocate temporary data. Needs to be used when we
want to append a new option to opt_list_out.
:param **kwargs: Dictionary that may contain parameters added in a future
release. Current parameters:
``repinfo``: Reply information for a communication point (comm_reply).
It is None when the callback happens in the mesh
states(modules).
:return: True on success, False on failure.
For demonstration purposes we want to reply with an empty EDNS code '65003'
and log the IP address(es) of the client(s).
"""
log_info("python: called back while servfail.")
# Append the example ENDS option
b = bytearray.fromhex("")
edns_opt_list_append(opt_list_out, 65003, b, region)
# Log the client(s) IP address(es)
comm_reply = kwargs['repinfo']
if comm_reply:
# If it is not None this callback was called before the query reached
# the mesh states(modules). There is only one client associated with
# this query.
addr = comm_reply.addr
port = comm_reply.port
addr_family = comm_reply.family
log_info("python: Client IP: {}({}), port: {}"
"".format(addr, addr_family, port))
else:
# If it is not None this callback was called while the query is in the
# mesh states(modules). In this case they may be multiple clients
# waiting for this query.
# The following code is the same as with the resip.py example.
rl = qstate.mesh_info.reply_list
while (rl):
if rl.query_reply:
q = rl.query_reply
log_info("python: Client IP: {}({}), port: {}"
"".format(q.addr, q.family, q.port))
rl = rl.next
return True
def inplace_query_callback(qinfo, flags, qstate, addr, zone, region, **kwargs):
"""
Function that will be registered as an inplace callback function.
It will be called before sending a query to a backend server.
:param qinfo: query_info struct;
:param flags: flags of the query;
:param qstate: module qstate. opt_lists are available here;
:param addr: struct sockaddr_storage. Address of the backend server;
:param zone: zone name in binary;
:param region: region to allocate temporary data. Needs to be used when we
want to append a new option to opt_lists.
:param **kwargs: Dictionary that may contain parameters added in a future
release.
"""
log_info("python: outgoing query to {}@{}".format(addr.addr, addr.port))
return True
def init_standard(id, env):
"""
New version of the init function.
The function's signature is the same as the C counterpart and allows for
extra functionality during init.
..note:: This function is preferred by unbound over the old init function.
..note:: The previously accessible configuration options can now be found in
env.cfg.
"""
log_info("python: inited script {}".format(env.cfg.python_script))
# Register the inplace_reply_callback function as an inplace callback
# function when answering a resolved query.
if not register_inplace_cb_reply(inplace_reply_callback, env, id):
return False
# Register the inplace_cache_callback function as an inplace callback
# function when answering from cache.
if not register_inplace_cb_reply_cache(inplace_cache_callback, env, id):
return False
# Register the inplace_local_callback function as an inplace callback
# function when answering from local data.
if not register_inplace_cb_reply_local(inplace_local_callback, env, id):
return False
# Register the inplace_servfail_callback function as an inplace callback
# function when answering with SERVFAIL.
if not register_inplace_cb_reply_servfail(inplace_servfail_callback, env, id):
return False
# Register the inplace_query_callback function as an inplace callback
# before sending a query to a backend server.
if not register_inplace_cb_query(inplace_query_callback, env, id):
return False
return True
def init(id, cfg):
"""
Previous version of the init function.
..note:: This function is still supported for backwards compatibility when
the init_standard function is missing. When init_standard is
present this function SHOULD be omitted to avoid confusion to the
reader.
"""
return True
def deinit(id): return True
def inform_super(id, qstate, superqstate, qdata): return True
def operate(id, event, qstate, qdata):
if (event == MODULE_EVENT_NEW) or (event == MODULE_EVENT_PASS):
qstate.ext_state[id] = MODULE_WAIT_MODULE
return True
elif event == MODULE_EVENT_MODDONE:
qstate.ext_state[id] = MODULE_FINISHED
return True
log_err("pythonmod: Unknown event")
qstate.ext_state[id] = MODULE_ERROR
return True


2.5. Benchmark Driver
The benchmark driver can be used to measure the performance of queries in a Presto cluster. We use it to continuously measure the performance of trunk.
Download presto-benchmark-driver-0.181-executable.jar, rename it to presto-benchmark-driver
,
then make it executable with chmod +x
.
Suites
Create a suite.json
file:
{
"file_formats": {
"query": ["single_.*", "tpch_.*"],
"schema": [ "tpch_sf(?<scale>.*)_(?<format>.*)_(?<compression>.*?)" ],
"session": {}
},
"legacy_orc": {
"query": ["single_.*", "tpch_.*"],
"schema": [ "tpch_sf(?<scale>.*)_(?<format>orc)_(?<compression>.*?)" ],
"session": {
"hive.optimized_reader_enabled": "false"
}
}
}
This example contains two suites file_formats
and legacy_orc
. The
file_formats
suite will run queries with names matching the regular expression
single_.*
or tpch_.*
in all schemas matching the regular expression
tpch_sf.*_.*_.*?
. The legacy_orc
suite adds a session property to
disable the optimized ORC reader and only runs in the tpch_sf.*_orc_.*?
schema.
Queries
The SQL files are contained in a directory named sql
and must have the
.sql
file extension. The name of the query is the name of the file
without the extension.
Output
The benchmark driver will measure the wall time, total CPU time used by
all Presto processes and the CPU time used by the query. For each timing, the
driver reports median, mean and standard deviation of the query runs. The
difference between process and query CPU times is the query overhead, which
is normally from garbage collections. The following is the output from the
file_formats
suite above:
suite query compression format scale wallTimeP50 wallTimeMean wallTimeStd processCpuTimeP50 processCpuTimeMean processCpuTimeStd queryCpuTimeP50 queryCpuTimeMean queryCpuTimeStd
============ ============== =========== ====== ===== =========== ============ =========== ================= ================== ================= =============== ================ ===============
file_formats single_varchar none orc 100 597<PHONE_NUMBER>40 97180 6373 98296 94610 6628
file_formats single_bigint none orc 100 238 242 12 33930 34050 697 32452 32417 460
file_formats single_varchar snappy orc 100 530 525 14 99440<PHONE_NUMBER> 97317 99139 7682
file_formats single_bigint snappy orc 100 218 238 35 34650 34606 83 33198 33188 83
file_formats single_varchar zlib orc 100 547 543 38<PHONE_NUMBER>73 4038<PHONE_NUMBER>21 3773
file_formats single_bigint zlib orc 100 282 269 23 38990 39030 282 37574 37496 156
Note that the above output has been reformatted for readability from the standard TSV that the driver outputs.
The driver can add additional columns to the output by extracting values from
the schema name or SQL files. In the suite file above, the schema names
contain named regular expression capturing groups for compression
,
format
, and scale
, so if we ran the queries in a catalog containing the
schemas tpch_sf100_orc_none
, tpch_sf100_orc_snappy
, and
tpch_sf100_orc_zlib
, we get the above output.
Another way to create additional output columns is by adding tags to the
SQL files. For example, the following SQL file declares two tags,
projection
and filter
:
projection=true
filter=false
=================
SELECT SUM(LENGTH(comment))
FROM lineitem
This will cause the driver to output these values for each run of this query.
CLI Arguments
The presto-benchmark-driver
program contains many CLI arguments to control
which suites and queries to run, the number of warm-up runs and the number
of measurement runs. All of the command line arguments can be seen with the
--help
option.


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From the Death Certificate
for Peter Herlan:
Peter Herlan
Death certificate #75779 was
issued in Newport Township of Washington County, Ohio. Peter Herlan was born Nov. 10th, 1837. He lived 93 years, 1 month, 11 days. He was a widower. He was born in Cannonsburg, Guernsey Co., Ohio, and was a retired
farmer. He was the son of Jacob Herlan
born in Germany and Jane Mendenhall born in Pa. The informant was J. A. Herlan of Schley, Ohio. [He had a son named John Aaron.] Dr. Geo. H. Gale of Newport, Ohio, signed
that Peter died Dec. 31, 1930, from uremia.
A contributory cause was a fracture of the neck of the femur eleven days
before. He was buried in Newport, Ohio,
Jan. 3, 1931. The certificate was
marked RETURNED with this typed message:
"Kindly have physician state the manner in which the fracture was
received and whether accidental."
Dr. Gale's written response was, "Triped [sic] on carpet and fell
on floor --accidental."
Provided by Betty Latta Kitchen
Click here for the Short-Cut Table of Contents


In order to create application that uses HTTPS protocol, we have to pass an options object:
const httpsOptions = {
key: fs.readFileSync('./secrets/private-key.pem'),
cert: fs.readFileSync('./secrets/public-certificate.pem'),
};
const app = await NestFactory.create(ApplicationModule, {
httpsOptions,
});
await app.listen(3000);
A full control over the express
instance gives a simple way to create a several multiple simultaneous servers that are listening on different ports.
const httpsOptions = {
key: fs.readFileSync('./secrets/private-key.pem'),
cert: fs.readFileSync('./secrets/public-certificate.pem'),
};
const server = express();
const app = await NestFactory.create(ApplicationModule, server);
await app.init();
http.createServer(server).listen(3000);
https.createServer(httpsOptions, server).listen(443);


Kitura OpenAPI
Kitura-OpenAPI is a library which makes it easy to add OpenAPI, also known as Swagger, support to your Codable routing-based Kitura application.
In this guide we show you how to host both an automatically generated OpenAPI definition of your application on the endpoint "/openapi", and the Swagger UI tool on the endpoint "/openapi/ui". We also demonstrate how simple this makes testing your routes!
Prerequisites
- Codable Routes: Follow the Codable Routing guide to create endpoints to test with OpenAPI.
Step 1: Add Kitura OpenAPI to your project
First we need to add OpenAPI to our dependencies.
Next, we need to import KituraOpenAPI into our project.
Open your Application.swift file:
open Sources/Application/Application.swift
Add the import statement for the KituraOpenAPI package:
import KituraOpenAPI
Next we need to add the KituraOpenAPI endpoints to our router.
Inside the postInit() function add:
KituraOpenAPI.addEndpoints(to: router)
That's all we need to do to enable KituraOpenAPI on our server.
By default, KituraOpenAPI is served on the "/openapi" and "/openapi/ui" paths.
Step 2: View the OpenAPI UI
We need to start our Kitura server first.
Once the server has started, navigate to:
localhost:8080/openapi/ui
You should see a screen similar to the following:
Kitura OpenAPI provides a UI in which we can view our Codable routes and models.
We can view any of our routes simply by clicking on them.
Let's start by clicking on the GET button:
We can see here the parameters section is empty, as we'd expect because GET routes typically only retrieve data.
However we can see an example of the response we should be getting from the GET route on "/books".
As this is a GetAll route it's an array of JSON objects that match our Book model.
Next we can view the POST route by clicking the POST button:
We can see from this screen what input the POST on "/books" is expecting, and OpenAPI even provides an example.
Information regarding the parameter type is also provided, application/json in our case.
As well as being able to view the expected input we can also view the expected response.
POST routes typically respond with the data that was posted, so in this case the expected request input is the same as the response.
Kitura OpenAPI also allows us to test our Codable routes in a very simple way.
In the next sections we will look at how we can test our Codable routes.
Step 3: Test a POST route
We can test the POST route by clicking the POST button, then clicking the Try it out button in the top right:
Kitura OpenAPI provides an editable value for us to POST some custom data.
Let's populate the field with some meaningful data:
Now that we have some data that we want to post, we can click execute.
Once that's complete we should see the following:
At the top of this responses section Kitura OpenAPI provides us with the Curl command to excute via the command line.
If you followed the Codable routing guide you will notice this looks very similar to how we tested our POST route.
Next we can see the request URL, that is, the URL on which this request was made as defined in our application code.
We can also view the response body, the information the server responds to the request with, as well as all of the response headers.
Finally we can see the HTTP response code from the server, 201 in our case, which in HTTP terms means 'Created'.
Now that we've posted some data, we can test retrieving the data.
Step 4: Test a GET route
To test our GET route we need to click on the GET button and then click Try it out in the top right corner.
We should see the following:
As this is a GET route we don't need to provide any data therefore we can just click execute:
This should look somewhat familiar as it's similiar to the result of our POST test.
We're provided with the Curl command which we could execute in a terminal.
The response body is slightly different, it is an array of JSON objects which is what we'd expect from the GetAll route.
The status code is also different, we have a value of 200 which means Success.
Next steps
Databases: Learn about databases and the database providers Kitura supports.