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With my fast typing skills, I am able to transcribe and type any documents necessary in a very fast time with no hassle!
"The strength of brand loyalty begins with how your product makes people feel."
- Jay Samit -
"People are chasing cash, not happiness. When you chase money, you're going to lose. You're just going to. Even if you get the money, you're not going to be happy."
- Gary Vaynerchuk -
"Change your life today. Don't gamble on the future, act now, without delay."
- Simone de Beauvoir -
"Failure will never overtake me if my determination to succeed is strong enough."
- Og Mandino -
"Do what you have to do so you can do what you wanna do."
- Roman Atwood -
"The reason we love our parents is because they loved us first. Every single company should take this advice."
- Gary Vaynerchuk -
PORTFOLIO
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{% extends "base.html" %} {% block head_title %}Oops{% endblock %} {% block main %}
Something went wrong. I'm sorry. Please contact support and I will look into it.


Thanks @entertainyou, @SimenB, @just-paja for the heads-up.
This has been awhile coming! We needed to feel confident that the next release wouldn't break browser compatibility (e.g. the last few patch releases).
Browser Tests in CI
We now run unit tests against PhantomJS v1.x and an assortment of browsers on SauceLabs, including:
- Internet Explorer v8.0
- Chrome (latest)
- Firefox (latest)
- Safari (latest)
- Microsoft Edge (latest)
To accomplish this, we now run Mocha's unit tests (and a handful of integration tests) via Karma and a modified karma-mocha. Along the way, we had to solve issue #880 (apologies to @mderijcke and @sukima who had PRs addressing this), as well as replace most usages of should with expect.js for IE8.
Going forward, when sending PRs, your code will only run against PhantomJS v1.x (and not hit SauceLabs) because security.
Node.js 6.x
Node.js 6.x "just worked" before, but now it's in the CI matrix, so it's "officially" supported. Mocha still retains support for Node.js 0.8.x.
"Minor" Release
You'll see mostly bug fixes below, but also a couple features--as such, it's a "minor" release.
TYVM
Thanks to everyone who contributed, and our fabulous sponsors and backers!
mocha.css
collisions (@irnc via 0543798)this.skip()
in HTML reporter (@mislav via cb4248b)util.stringify()
(@ryym via ea61d05)Object.prototype.hasOwnProperty
(@mantoni via b20fdfe)README.md
header (@dasilvacontin via c0f9be2)progress
and landing
reporters (@gyandeeps)this.skip
from spec with HTML reporter (@mislav)__proto__
(@ndhoule)version
property from bower.json (@kkirsche)HISTORY.md
(@rstacruz)ReferenceError
"location is not defined" (@jakemmarsh)--allow-natives-syntax
flag to node.pending
field for json reporter--no-exit
to prevent process.exit()
(#1018)Mocha.process
hack for phantomjsclean
utility methodsuite.skip()
this.timeout(0)
glob
modulemocha init
tests.html to index.htmlprocess
global leak in the browsersetImmediate
support for 0.10.xMocha#bail()
method--async-only
support to prevent false positives for missing done()
this.timeout(ms)
as Suite#timeout(ms). Closes #599this.timeout("5s")
supporterr.showDiff
is present.length
checks to checkGlobals()
before performing the filterms()
to .slow()
and .timeout()
Mocha#checkLeaks()
to re-enable global leak checksthis.slow()
option [aheckmann].checkGlobals()
solution [guille]fn.call()
from reduce utilfn.call()
from filter utilMocha#globals()
calls, and stringsmocha.reporter()
constructor support [jfirebaugh]mocha.timeout()
Markdown
exportMocha#grep()
, escape regexp stringsdevicePixelRatio
is not defined. Closes #549mocha init
. Closes #539.only()
. Closes #524.skip()
. Closes #524xit()
and xdescribe()
[Brian Moore]Runner#uncaught()
. Closes #494-E, --growl-errors
to growl on failures onlyMocha#invert()
to js apimake tm
HTML
reporter--trace-*
option support--reporter MODULE
--invert
switch to invert --grep
matchesNyan
reporter. Closes #495HTML
suite titles. Closes #486done()
called multiple times with an error test--grep
- regexp escape the inputthis.test.error(err)
support to after each hooks. Closes #287js
code block format error in markdown reporterpath.existsSync
--growl
from test/mocha.opts. Closes #289nyan
reporter [Atsuya Takagi]mocha init <path>
to copy client filesmocha(1)
arg for directories to walk--recursive
[tricknotes]context
for BDD [hokaccha].timeout()
in hooksmocha.run()
in client version--watch
. Closes #345location
as a global on the CS. Closes #311markdown
reporter (github flavour)--watch
[Jakub Nešetřil]mocha.run([reporter])
as argument--watch
: purge require cache. Closes #266HTMLCov
reporterJSONCov
reporter [kunklejr]xdescribe()
and xit()
to the BDD interface. Closes #263 (docs * Changed: make json reporter output pretty json--debug
for debug
to match node.
needed)
Closes #247npm docs mocha
support [TooTallNate]Context
object used for hook and test-case this. Closes #253Suite#clone()
.ctx
reference. Closes #262--watch
support. Closes #242--require
files relative to the CWD. Closes #241done()
after timeout error reporting [Phil Sung]--no-colors
option [Jussi Virtanen]-b, --bail
to exit on first exception [guillermo]-gc
/ --expose-gc
[TooTallNate]qunit
-inspired interface--watch
all .js in the CWD. Closes #139self.test
reference in runner. Closes #189XUnit
reporter [FeeFighters/visionmedia]say(1)
notification support [Maciej Małecki]err.stack
, defaulting to message. Closes #180make tm
mkdir -p the dest. Closes #137-d
for --debug
supportmocha-debug(1)
, use mocha --debug
this.timeout(0)
. Closes #134require()
leak spotted by [guillermo]window.onerror
[guillermo]mocha.css
to PHONY list.mocha.js
to PHONY list.done()
to be called with non-Errormocha.run()
. Closes #126err.message
is not presentSpec
constructor. Closes #116-w, --watch
. Closes #72--ignore-leaks
to ignore global leak checking?grep=pattern
support--globals <names>
to specify accepted globals. Closes #99mocha-debug(1)
on some systems. Closes #232runner.total
--globals <names>
to specify accepted globals. Closes #99mocha-debug(1)
. Closes #232suiteSetup
and suiteTeardown
to TDD interface [David Henderson]Runner#total
for accurate reportingHook
Runnable
Test
is Runnable
--interfaces
--reporters
-c, --colors
. Closes #69-C, --no-colors
to explicitly disable--timeout
second shorthand support, ex --timeout 3s
.make mocha.css
target. Closes #45doc
reporter. Closes #33make tm
. Closes #20-s, --slow <ms>
to specify "slow" test thresholdmocha-debug(1)
mocha.opts
support. Closes #31done()
. Closes #35


Macaron is a Python module which is a simple Object-Relational Mapper for SQLite.
Install Macaron with easy_install macaron or download the source package at PyPI.
easy_install macaron
Browse the sources at GitHub.


While Teradata doesn't have product logos, products do have illustrated vector icons.
Product icons will be flat, angled, and incorporate arrows or movement into dimensionality.
Use the mat-icon
component to load an SVG instead of a typing font icon:


This page will host a list of operational components that can be viewed for the device
Device Pressured Connections
Device Processor(s) Status
Alerts History for Device
This page will host a list of operational components that can be viewed for the device


Dr. APJ Abdul Kalam
- Dr A.P.J Abdul Kalam was born on 15 October 1931 in a Tamil Muslim family to Jainulabdeen , a boat owner and Ashiamma, a housewife at Remashwaram Tamil Nadu.
- 11th president of india
- awarded as BharatRatna
- “Life is the most difficult exam. Many people fail because they try to copy others. Not realizing that everyone has a different question paper”. Dr Kalam
If you have time, you should read more about this incredible human being on his Wikipedia entry.


This test passes if this img tag below is a green square regardless of the scale factor. It ensures that invalid inputs from srcset are ignored, and src is selected (since it's the only candidate left)


Next: Kinds of Places, Previous: Generalized Reference, Up: Generalized Reference
A generalized reference is the use of a form, sometimes called a place , as if it were a variable that could be read and written. The value of a place is the object to which the place form evaluates. The value of a place can be changed by using setf. The concept of binding a place is not defined in Common Lisp, but an implementation is permitted to extend the language by defining this concept.
Figure 5–1 contains examples of the use of setf. Note that the values returned by evaluating the forms in column two are not necessarily the same as those obtained by evaluating the forms in column three. In general, the exact macro expansion of a setf form is not guaranteed and can even be implementation-dependent; all that is guaranteed is that the expansion is an update form that works for that particular implementation, that the left-to-right evaluation of subforms is preserved, and that the ultimate result of evaluating setf is the value or values being stored.
Access function Update Function Update using setf x (setq x datum) (setf x datum) (car x) (rplaca x datum) (setf (car x) datum) (symbol-value x) (set x datum) (setf (symbol-value x) datum)
Figure 5–1: Examples of setf
Figure 5–2 shows operators relating to places and generalized reference.
| assert | defsetf | push |
| ccase | get-setf-expansion | remf |
| ctypecase | getf | rotatef |
| decf | incf | setf |
| define-modify-macro | pop | shiftf |
| define-setf-expander | psetf |
Figure 5–2: Operators relating to places and generalized reference.
Some of the operators above manipulate places and some manipulate setf expanders. A setf expansion can be derived from any place.
New setf expanders can be defined by using defsetf and define-setf-expander.
| • Evaluation of Subforms to Places: | ||
| • Examples of Evaluation of Subforms to Places: | ||
| • Setf Expansions: | ||
| • Examples of Setf Expansions: |
Next: Kinds of Places, Previous: Generalized Reference, Up: Generalized Reference


``- dev launches LABS chain after initial CFEK testing
- dev encourages testers to test it and users to cautiously use it
- tester finds a reproducible bug, documents it, makes a bounty claim("I think I deserve this much for finding this bug")
- notaries determine if the claim is fair
- if so, tester works with contract dev to fix it
- fix is validated
- a new fungible chain is created to add the coins into the cluster, coins are migrated to main chain then chain immediately dies`...


Features: {% for annotation in annotations %}{{ annotation.label }} {% endfor %}
Feel free to rate the sequence/annotations. Even if you are not completely certain, substantial collective rating will undoubtedly improve the quality of the accessions. Strength in numbers!


You can sign up for a Stripe account at https://stripe.com.
PHP 5.4.0 and later.
You can install the bindings via Composer. Run the following command:
composer require stripe/stripe-php
To use the bindings, use Composer’s autoload:
require_once('vendor/autoload.php');
If you do not wish to use Composer, you can download the latest release. Then, to use the bindings, include the init.php
file.
require_once('/path/to/stripe-php/init.php');
The bindings require the following extensions in order to work properly:
If you use Composer, these dependencies should be handled automatically. If you install manually, you’ll want to make sure that these extensions are available.
Simple usage looks like:
\Stripe\Stripe::setApiKey('sk_test_BQokikJOvBiI2HlWgH4olfQ2');
$charge = \Stripe\Charge::create(['amount' => 2000, 'currency' => 'usd', 'source' => 'tok_189fqt2eZvKYlo2CTGBeg6Uq']);
echo $charge;
Please see https://stripe.com/docs/api for up-to-date documentation.
If you are using PHP 5.3, you can download v5.9.2 (zip, tar.gz) from our releases page. This version will continue to work with new versions of the Stripe API for all common uses.
If you are using PHP 5.2, you can download v1.18.0 (zip, tar.gz) from our releases page. This version will continue to work with new versions of the Stripe API for all common uses.
This legacy version may be included via require_once("/path/to/stripe-php/lib/Stripe.php");
, and used like:
Stripe::setApiKey('d8e8fca2dc0f896fd7cb4cb0031ba249');
$charge = Stripe_Charge::create(array('source' => 'tok_XXXXXXXX', 'amount' => 2000, 'currency' => 'usd'));
echo $charge;
NOTE: We do not recommend decreasing the timeout for non-read-only calls (e.g. charge creation), since even if you locally timeout, the request on Stripe’s side can still complete. If you are decreasing timeouts on these calls, make sure to use idempotency tokens to avoid executing the same transaction twice as a result of timeout retry logic.
To modify request timeouts (connect or total, in seconds) you’ll need to tell the API client to use a CurlClient other than its default. You’ll set the timeouts in that CurlClient.
// set up your tweaked Curl client
$curl = new \Stripe\HttpClient\CurlClient();
$curl->setTimeout(10); // default is \Stripe\HttpClient\CurlClient::DEFAULT_TIMEOUT
$curl->setConnectTimeout(5); // default is \Stripe\HttpClient\CurlClient::DEFAULT_CONNECT_TIMEOUT
echo $curl->getTimeout(); // 10
echo $curl->getConnectTimeout(); // 5
// tell Stripe to use the tweaked client
\Stripe\ApiRequestor::setHttpClient($curl);
// use the Stripe API client as you normally would
Need to set a proxy for your requests? Pass in the requisite CURLOPT_*
array to the CurlClient constructor, using the same syntax as curl_stopt_array()
. This will set the default cURL options for each HTTP request made by the SDK, though many more common options (e.g. timeouts; see above on how to set those) will be overridden by the client even if set here.
// set up your tweaked Curl client
$curl = new \Stripe\HttpClient\CurlClient([CURLOPT_PROXY => 'proxy.local:80']);
// tell Stripe to use the tweaked client
\Stripe\ApiRequestor::setHttpClient($curl);
Alternately, a callable can be passed to the CurlClient constructor that returns the above array based on request inputs. See testDefaultOptions()
in tests/CurlClientTest.php
for an example of this behavior. Note that the callable is called at the beginning of every API request, before the request is sent.
The library does minimal logging, but it can be configured
with a PSR-3
compatible logger so that messages
end up there instead of error_log
:
\Stripe\Stripe::setLogger($logger);
You can access the data from the last API response on any object via getLastResponse()
.
$charge = \Stripe\Charge::create(['amount' => 2000, 'currency' => 'usd', 'source' => 'tok_visa']);
echo $charge->getLastResponse()->headers['Request-Id'];
Stripe’s API now requires that all connections use TLS 1.2. Some systems (most notably some older CentOS and RHEL versions) are capable of using TLS 1.2 but will use TLS 1.0 or 1.1 by default. In this case, you’d get an invalid_request_error
with the following error message: “Stripe no longer supports API requests made with TLS 1.0. Please initiate HTTPS connections with TLS 1.2 or later. You can learn more about this at https://stripe.com/blog/upgrading-tls.”.
The recommended course of action is to upgrade your cURL and OpenSSL packages so that TLS 1.2 is used by default, but if that is not possible, you might be able to solve the issue by setting the CURLOPT_SSLVERSION
option to either CURL_SSLVERSION_TLSv1
or CURL_SSLVERSION_TLSv1_2
:
$curl = new \Stripe\HttpClient\CurlClient([CURLOPT_SSLVERSION => CURL_SSLVERSION_TLSv1]);
\Stripe\ApiRequestor::setHttpClient($curl);
For apps that need to use multiple keys during the lifetime of a process, like one that uses Stripe Connect, it’s also possible to set a per-request key and/or account:
\Stripe\Charge::all([], [
'api_key' => 'sk_test_...',
'stripe_account' => 'acct_...'
]);
\Stripe\Charge::retrieve("ch_18atAXCdGbJFKhCuBAa4532Z", [
'api_key' => 'sk_test_...',
'stripe_account' => 'acct_...'
]);
By default, the library will use its own internal bundle of known CA certificates, but it’s possible to configure your own:
\Stripe\Stripe::setCABundlePath("path/to/ca/bundle");
The library can be configured to automatically retry requests that fail due to an intermittent network problem:
\Stripe\Stripe::setMaxNetworkRetries(2);
Idempotency keys are added to requests to guarantee that retries are safe.
Get Composer. For example, on Mac OS:
brew install composer
Install dependencies:
composer install
The test suite depends on stripe-mock, so make sure to fetch and run it from a background terminal (stripe-mock’s README also contains instructions for installing via Homebrew and other methods):
go get -u github.com/stripe/stripe-mock
stripe-mock
Install dependencies as mentioned above (which will resolve PHPUnit), then you can run the test suite:
./vendor/bin/phpunit
Or to run an individual test file:
./vendor/bin/phpunit tests/UtilTest.php
Update bundled CA certificates from the Mozilla cURL release:
./update_certs.php
Are you writing a plugin that integrates Stripe and embeds our library? Then please use the setAppInfo
function to identify your plugin. For example:
\Stripe\Stripe::setAppInfo("MyAwesomePlugin", "1.2.34", "https://myawesomeplugin.info");
The method should be called once, before any request is sent to the API. The second and third parameters are optional.
See the “SSL / TLS compatibility issues” paragraph above for full context. If you want to ensure that your plugin can be used on all systems, you should add a configuration option to let your users choose between different values for CURLOPT_SSLVERSION
: none (default), CURL_SSLVERSION_TLSv1
and CURL_SSLVERSION_TLSv1_2
.


This class takes care of the calibration animation.
More...
#import <AnimationView.h>
Inherits NSView.
This class takes care of the calibration animation.
- Author
- Benjamin Thiemann
- Date
- 2017/01/26
◆ initWithFrame:()
| - (id) initWithFrame: |
|
(NSRect) |
frame |
|
◆ nextStep:()
| - (void) nextStep: |
|
(id) |
sender |
|
This method performs the next step in the animation.
◆ startAnimation()
This method starts the calibration animation.
◆ startTestAnimation()
| - (void) startTestAnimation |
|
|
|
This methods starts a test animation.
◆ stopAnimation()
◆ isCountingDown
Boolean value that indicates whether the countdown, which is animated before the actual animation, is running.
◆ isRunning
Boolean value that indicates whether the animation is running.
◆ length
Integer value that indicates the length of the calibration animation in terms of circle count.
◆ pos
Integer value that indicates the position of the active and thus highlighted circle.
The documentation for this class was generated from the following files:
- /Users/Benny/dropbox/software/cocoa-app/_eyeDrops/eyeDrops/doxygen/AnimationView.h
- /Users/Benny/dropbox/software/cocoa-app/_eyeDrops/eyeDrops/doxygen/AnimationView.m


Below elements can be used just by adding certain classes to regular html elements. Since the theme is based on Skeleton, you can use any skeleton class in this theme.
Bolded Italicized Colored Underlined
| Tables | Are | Cool |
|---|---|---|
| col 1 is | left-aligned | $1600 |
| col 2 is | centered | $12 |
| col 3 is | right-aligned | $1 |


NLP Architect Visualizer
Model
Sentence
For example: "even though Intel is a big organization, purchasing Mobileye last year had a huge positive impact"
Annotate!


common package¶
Submodules¶
common.cbm_alg_properties module¶
-
common.cbm_alg_properties.
problem_criteria
¶ alias of
common.cbm_alg_properties.Enum
-
common.cbm_alg_properties.
problem_variants
¶ alias of
common.cbm_alg_properties.Enum
common.chromosome module¶
-
class
common.chromosome.
Chromosome
(all_customers, max_vehicle_load, precedence_constraints, n, params=None)[source]¶ Bases:
object
-
add_arrow
(line, position=None, size=15, color=None)[source]¶ add an arrow to a line. line: Line2D object position: x-position of the arrow. If None, mean of xdata is taken direction: ‘left’ or ‘right’ size: size of the arrow in fontsize points color: if None, line color is taken.
-
add_node
(node, vehicle, route, insertion_index, quality, duration, setup_time, demand, setup_cost)[source]¶ Add a node to the route.
Parameters: - node (int) – node id
- vehicle (int) – vehicle id
- route (int) – route id
- insertion_index (int) – insertion index within the route
- quality (np.matrix) – quality matrix
- duration (np.matrix) – duration matrix for all vehicles
- setup_time (np.matrix) – setup time matrix for all vehicles
- demand (np.matrix) – demand matrix
- setup_cost (np.matrix) – setup cost matrix
-
add_route
(vehicle)[source]¶ Add an empty route to the chromosome.
Parameters: vehicle (int) – vehicle id
-
adjust_route_schedule
(vehicle, start_route, start_index, duration, setup_time)[source]¶ Adjust route schedules for a vehicle.
Parameters: - vehicle (int) – vehicle id
- start_route (int) – start route index
- start_index (int) – start index within the route
- duration (np.matrix) – duration matrix
- setup_time (np.matrix) – setup time matrix
-
adjust_schedule
(duration, setup_time)[source]¶ Adjust the schedule timing.
Parameters: - duration (np.matrix) – duration matrix for all vehicles
- setup_time (np.matrix) – setup time matrix for all vehicles
-
calc_min_insertion_cost
(n, vehicle, duration, setup_time, demand, setup_cost)[source]¶ Calculate minimal insetrion cost of the node in the chromosome.
Parameters: - n (int) – node id
- vehicle ([type]) – [description]
- duration ([type]) – [description]
- setup_time ([type]) – [description]
- demand ([type]) – [description]
- setup_cost ([type]) – [description]
Returns: [description]
Return type: [type]
-
check_prec
()[source]¶ Check if precedence constraints are satisfied in the schedule.
Returns: are prec constraints ok Return type: boolean
-
clone
()[source]¶ Clone a chromosome.
Returns: a clone of chromosome Return type: Chromosome
-
get_linearized_schedules
(node_labels=None)[source]¶ [summary]
Parameters: nodeLabels ([type], optional) – [description]. Defaults to None. Returns: [description] Return type: [type]
-
get_ranking_params
()[source]¶ Get parameters based on which the chromosome is evaluated.
Returns: a list of ranking params Return type: list
-
insertion_minimal_cost
(node, quality, duration, setup_time, demand, setup_cost)[source]¶ Insert node in the chromosome in the location with minimal cost.
Parameters: - node (int) – node id
- quality (np.matrix) – quality matrix
- duration (np.matrix) – duration matrix for all vehicles
- setup_time (np.matrix) – setup time matrix for all vehicles
- demand (np.matrix) – demand matrix
- setup_cost (np.matrix) – setup cost matrix
-
makespan
()[source]¶ Get total duration of the calculated plan (considering all routes of all vehicles).
Returns: total solution duration Return type: float
-
plot
(mdvrp, plot=True, save=False, figpath='')[source]¶ [summary]
Parameters: - mdvrp ([type]) – [description]
- plot (bool, optional) – [description]. Defaults to True.
- save (bool, optional) – [description]. Defaults to False.
- figpath (str, optional) – [description]. Defaults to “”.
-
remove_node
(vehicle, route, removal_index, quality, duration, setup_time, demand, setup_cost)[source]¶ Remove the node from route.
Parameters: - vehicle (int) – vehicle id
- route (int) – route id
- removal_index (int) – removal index within the route
- quality (np.matrix) – quality matrix
- duration (np.matrix) – duration matrix for all vehicles
- setup_time (np.matrix) – setup time matrix for all vehicles
- demand (np.matrix) – demand matrix
- setup_cost (np.matrix) – setup cost matrix
-
remove_nodes
(nodes, quality, duration, setup_time, demand, setup_cost)[source]¶ Remove nodes from the chromosome.
Parameters: - nodes (int list) – a list of node ids
- quality (np.matrix) – quality matrix for all vehicles
- duration (np.matrix) – duration matrix for all vehicles
- setup_time (np.matrix) – setup time matrix for all vehicles
- demand (np.matrix) – demand matrix for all vehicles
- setup_cost (np.matrix) – setup cost matrix for all vehicles
-


10 August 2012 - The Ministry of Health of Indonesia has notified WHO of a new case of human infection with avian influenza A(H5N1) virus.
The case is a 37 year old male from Yogyakarta province. He developed fever on 24 July 2012, was hospitalized on 27 July and died on 30 July.
Epidemiological investigation on the case found that the case had four pet caged birds in his home, which is about 50 metres from a poultry slaughter house and near a farm.
Infection with avian influenza A(H5N1) virus was confirmed by the National Institute of Health Research and Development (NIHRD), Ministry of Health and reported to WHO by the National IHR Focal Point.
To date, the total number of human influenza A(H5N1) cases in Indonesia is 191 with 159 fatalities, 8 (all fatal) of which occurred in 2012.


Kaepernick To NFL Scouts After Workout: ‘Tell Your Owners To Stop Being Scared’ (VIDEOS)
by Darrelle LincolnAfter a lot of adjustments, Colin Kaepernick showed up and showed out on saturday in front of NFL scouts.
Earlier this week, the NFL sent out a memo to all 32 teams saying the free agent quarterback would essentially have a Pro Day in Atlanta at the Falcons practice facility, but that fell apart about half an hour before the event and it was subsequently moved to Charles Drew High School.
Kaepernick was so good during his workout that one NFL executive reportedly said the quarterback still has “elite” arm talent.


{% extends "index.html" %} {% block title %}Upload Result{% endblock %} {% block head %} {{ super() }} {% endblock %} {% block content %}
Document was uploaded successfully!


This object contains the aif2 Rm link status3 information. More...
#include <csl_aif2.h>
Data Fields | |
| Uint8 | rmHfn |
| Uint8 | rmBfnHigh |
| Uint8 | rmBfnLow |
| Bool | rmHfsyncState |
| Bool | rmLofState |
This object contains the aif2 Rm link status3 information.
| Uint8 CSL_Aif2RmStatus3::rmBfnHigh |
Received Node B Frame number low byte, Z.128.0
| Uint8 CSL_Aif2RmStatus3::rmBfnLow |
Received Node B Frame number high byte, Z.130.0
| Uint8 CSL_Aif2RmStatus3::rmHfn |
Received hyperframe number, Z.64.0. Range 0 to 149 basic frames
| Bool CSL_Aif2RmStatus3::rmHfsyncState |
Active high status indicates when the receiber FSM is in the HFSYNC state ST3
| Bool CSL_Aif2RmStatus3::rmLofState |
Active high status indicates Loss Of Frame when the receiver FSM is in state ST0 or ST1


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Flow Charts Demo - Editor
New Terminal
New Display
New Process
New Decision
New Data
Save (dump to console)


| 1 |
Zhang_2020 |
The influence of job satisfaction, resilience and work engagement on turnover intention among village doctors in China: a cross-sectional study |
Zhang, Xuewen; Bian, Liyan; Bai, Xue; Kong, Dezhong; Liu, Li; Chen, Qing; Li, Ningxiu |
2020 |
2020-04-06 |
PMC |
N |
PMC7133112 |
|
10.1186/s12913-020-05154-0 |
k8csn6mv |
0.831961 |
Knapp_2008 |
Lu_H_2007, Lu_C_2011 |
| 2 |
Jung_2017 |
Intrusion of software robots into journalism: The public's and journalists' perceptions of news written by algorithms and human journalists |
Jung, Jaemin; Song, Haeyeop; Kim, Youngju; Im, Hyunsuk; Oh, Sewook |
2017 |
2017-06-30 |
PMC |
N |
PMC7126872 |
|
10.1016/j.chb.2017.02.022 |
li8yi2fi |
0.767555 |
|
|
| 3 |
Oh_N_2017 |
Exploring Nursing Intention, Stress, and Professionalism in Response to Infectious Disease Emergencies: The Experience of Local Public Hospital Nurses During the 2015 MERS Outbreak in South Korea |
Oh, Namhee; Hong, NamSoo; Ryu, Dong Hee; Bae, Sang Geun; Kam, Sin; Kim, Keon-Yeop |
2017 |
2017-09-30 |
PMC |
N |
PMC7104949 |
28991605.0 |
10.1016/j.anr.2017.08.005 |
447yug0x |
0.723536 |
DeWitt_2020, Knapp_2008 |
Tzeng_2016, Tumala_2019, Lam_K_2013 |
| 4 |
Tao_H_2012 |
Regional differences in job satisfaction for mainland Chinese nurses |
Tao, Hong; Zhang, Aihua; Hu, Jingchao; Zhang, Yaqing |
2012 |
2012-08-31 |
PMC |
N |
PMC7094539 |
22000688.0 |
10.1016/j.outlook.2011.08.007 |
k249jkse |
0.696120 |
Knapp_2008 |
Lu_H_2007, Choi_2011 |
| 5 |
Choi_2011 |
Stabilizing and destabilizing forces in the nursing work environment: A qualitative study on turnover intention |
Choi, Sandy Pin-pin; Pang, Samantha Mei-che; Cheung, Kin; Wong, Thomas Kwok-shing |
2011 |
2011-10-31 |
PMC |
N |
PMC7094531 |
21470611.0 |
10.1016/j.ijnurstu.2011.03.005 |
3abfvfln |
0.681374 |
Knapp_2008 |
Tzeng_2016, Lu_H_2007 |
| 6 |
Chien_2006 |
Effects of a needs-based education programme for family carers with a relative in an intensive care unit: A quasi-experimental study |
Chien, Wai-Tong; Chiu, Y.L.; Lam, Lai-Wah; Ip, Wan-Yim |
2006 |
2006-01-31 |
PMC |
N |
PMC7094742 |
16183062.0 |
10.1016/j.ijnurstu.2005.01.006 |
hdciyv4k |
0.639641 |
Knapp_2008 |
Tumala_2019, Chan_2004 |
| 7 |
Ryu_S_2020 |
Turnover Intention among Field Epidemiologists in South Korea |
Ryu, Sukhyun |
2020 |
2020-02-04 |
COMM-USE |
N |
PMC7037969 |
32033019.0 |
10.3390/ijerph17030949 |
3mbq78v0 |
0.637430 |
Knapp_2008 |
Lu_H_2007, Tzeng_2016, Cruz_2016 |
| 8 |
Choi_2020 |
Effects of nursing organizational culture and job stress on Korean infection control nurses’ turnover intention |
Choi, Jeong Sil; Kim, Kyung Mi |
2020 |
2020-04-11 |
PMC |
N |
|
|
10.1016/j.ajic.2020.04.002 |
ig9g1o8b |
0.622682 |
Knapp_2008 |
Lu_H_2007, Choi_2011, Tao_H_2012 |
| 9 |
Kim_J_2016 |
Factors Influencing Emergency Nurses' Burnout During an Outbreak of Middle East Respiratory Syndrome Coronavirus in Korea |
Kim, Ji Soo; Choi, Jeong Sil |
2016 |
2016-12-31 |
PMC |
N |
PMC7104920 |
28057317.0 |
10.1016/j.anr.2016.10.002 |
la9g6g5t |
0.620517 |
Knapp_2008 |
Choi_2016, Tzeng_2016 |
| 10 |
Lu_C_2011 |
Family mastery enhances work engagement in Chinese nurses: A cross-lagged analysis |
Lu, Chang-qin; Siu, Oi-ling; Chen, Wei-qing; Wang, Hai-jiang |
2011 |
2011-02-28 |
PMC |
N |
PMC7124306 |
|
10.1016/j.jvb.2010.07.005 |
6nnxcrjs |
0.620066 |
Knapp_2008, Link_2015 |
Choi_2011, Tao_H_2012, Chan_2004 |
| 11 |
Liao_2019 |
Registered nurses are at increased risk of hospitalization for infectious diseases and perinatal complications: A population-based observational study |
Liao, Kuei-Lin; Huang, Yu-Tung; Kuo, Shih-Hsien; Lin, Wei-Ting; Chou, Fan-Hao; Chou, Pi-Ling |
2019 |
2019-03-31 |
PMC |
N |
PMC7101023 |
30677590.0 |
10.1016/j.ijnurstu.2018.11.012 |
qjr1d2jo |
0.581410 |
Knapp_2008 |
|
| 12 |
Lu_H_2007 |
Job satisfaction and its related factors: A questionnaire survey of hospital nurses in Mainland China |
Lu, Hong; While, Alison E.; Barriball, K. Louise |
2007 |
2007-05-31 |
PMC |
N |
PMC7094576 |
16962123.0 |
10.1016/j.ijnurstu.2006.07.007 |
gb42a8te |
0.578794 |
DeWitt_2020, Knapp_2008 |
Tao_H_2012, Tzeng_2016, Cruz_2016 |
| 13 |
Marjanovic_2007 |
The relevance of psychosocial variables and working conditions in predicting nurses’ coping strategies during the SARS crisis: An online questionnaire survey |
Marjanovic, Zdravko; Greenglass, Esther R.; Coffey, Sue |
2007 |
2007-08-31 |
PMC |
N |
PMC7094220 |
16618485.0 |
10.1016/j.ijnurstu.2006.02.012 |
8iymevqm |
0.537979 |
Knapp_2008 |
Oh_N_2017 |
| 14 |
Qi_X_2015 |
Cross-sectional survey on public health informatics workforce in China: issues, developments and the future |
Qi, X.; Wang, Y.; Xia, L.; Meng, Y.; Li, Y.; Yu, S.; Su, X.; Jin, S.; Li, Y.; Ge, H.; Zhang, Y.; Zhuang, D.; Ma, J. |
2015 |
2015-11-30 |
PMC |
N |
PMC7111694 |
25904003.0 |
10.1016/j.puhe.2015.03.002 |
a6i73v0o |
0.526129 |
Knapp_2008 |
Tzeng_2016, Abdulrahim_2019 |
| 15 |
Ko_N_2004 |
Applying Theory of Planned Behavior to Predict Nurses' Intention and Volunteering to Care for Sars Patients in Southern Taiwan |
Ko, Nai-Ying; Feng, Ming-Chu; Chiu, Dan-Ying; Wu, Mei-Hsin; Feng, Jui-Ying; Pan, Shung-Mei |
2004 |
2004-08-31 |
PMC |
N |
PMC7129400 |
15473650.0 |
10.1016/s1607-551x(09)70175-5 |
21ebt7t9 |
0.477933 |
Knapp_2008 |
Tzeng_2016, Lam_K_2013 |
| 16 |
Yin_X_2020 |
A study on the psychological needs of nurses caring for patients with coronavirus disease 2019 from the perspective of the existence, relatedness, and growth theory |
Yin, Xue; Zeng, Lingdan |
2020 |
2020-04-04 |
PMC |
Y |
|
|
10.1016/j.ijnss.2020.04.002 |
3ky7tga9 |
0.459245 |
Knapp_2008 |
Matakanye_2019 |
| 17 |
Cheung_2007 |
Maternal anxiety and feelings of control during labour: A study of Chinese first-time pregnant women |
Cheung, Wing; Ip, Wan-Yim; Chan, Dominic |
2007 |
2007-06-30 |
PMC |
N |
PMC7130936 |
17055624.0 |
10.1016/j.midw.2006.05.001 |
n10ciwy6 |
0.403908 |
Knapp_2008, DeWitt_2020 |
Lee_D_2006 |
| 18 |
Tung_2009 |
Gender differences in coping and anxiety in patients after coronary artery bypass graft surgery in Taiwan |
Tung, Heng-Hsin; Hunter, Anita; Wei, Jeng; Chang, Chung-Yi |
2009 |
2009-12-31 |
PMC |
N |
PMC7132377 |
19944871.0 |
10.1016/j.hrtlng.2009.01.006 |
m6vli3lu |
0.385779 |
Knapp_2008 |
|
| 19 |
Lam_T_2005 |
A study of outsourcing strategy: a case involving the hotel industry in Shanghai, China |
Lam, Terry; Han, Michael X.J. |
2005 |
2005-03-31 |
PMC |
N |
PMC7130884 |
|
10.1016/j.ijhm.2004.04.002 |
7z8ovaih |
0.380669 |
|
|
| 20 |
Mockiene_2011 |
Nurses' willingness to take care of people living with human immunodeficiency virus/acquired immunodeficiency syndrome (HIV/AIDS) — does a teaching intervention make a difference? |
Mockiene, Vida; Suominen, Tarja; Välimäki, Maritta; Razbadauskas, Arturas; Caplinskas, Saulius; Martinkenas, Arvydas |
2011 |
2011-08-31 |
PMC |
N |
PMC7130494 |
21078534.0 |
10.1016/j.nedt.2010.10.021 |
v96k4yxg |
0.335333 |
Knapp_2008 |
Matakanye_2019, Tumala_2019 |
| 21 |
Matakanye_2019 |
Caring for Tuberculosis Patients: Understanding the Plight of Nurses at a Regional Hospital in Limpopo Province, South Africa |
Matakanye, Hulisani; Ramathuba, Dorah U.; Tugli, Augustine K. |
2019 |
2019-12-07 |
COMM-USE |
N |
PMC6949926 |
31817829.0 |
10.3390/ijerph16244977 |
opjd4ylh |
0.327243 |
Knapp_2008 |
|


These topics have info on how to rebuild or customize your Legato target: Config ECM IPv6 Upgrade or Restore Yocto Info
Copyright (C) Sierra Wireless Inc. Use of this work is subject to license.


Xbox Scarlett won't sacrifice power, studio acquisitions aren't over
Quite the surprises in this one.
by Asher MadanWhat you need to know
- X019 is taking place in London and a lot of new games were announced at the event.
- Phil Spencer sat down with Eurogamer to discuss game sales and other topics.
- Project Scarlett won't sacrifice power for price, it's designed to be the ultimate console.
- Studio acquisitions aren't over yet as Xbox Game Studios wants to expand in Asia.
Recently, Xbox head Phil Spencer sat down with Eurogamer to discuss everything from studio acquisitions to Project Scarlett. The interview is quite lengthy, but there are a few tidbits that are important to mention from the conversation.
The interview started off with some interesting news about Gears 5. Despite the fact that it's been available on Xbox Game Pass, it sold more than Gears of War 4. This can be attributed to the fact that it's available on Steam, but it's still surprising. Maybe gamers view Xbox Game Pass as a great way to try games and then buy the ones they really like.
It's not really some kind of PR battle about how many new acquisitions we can put on stage. Because if we're not building great games, the acquisitions don't matter. But are we done [acquiring studios]? I don't think so. — Xbox head, Phil Spencer
At X019, everyone was expecting new studio acquisitions to be announced, but it turns out that none were. Xbox Game Studios head Matt Booty said that the company was focusing on games at the moment on stage, but Spencer revealed that he's interested in adding Asian studios to the mix. One thing's for sure, Microsoft isn't done with the studio acquisitions, but it's looking for more diverse teams going forward. Hopefully, Spencer will snag some Japanese developers like FromSoftware or PlatinumGames.
Lastly, Project Scarlett news made an appearance. Spencer said that devkits have gone out. If you remember from E3 2019, Xbox's Aaron Greenberg said that they were working to get kits to studios, but now it looks like that's happened. Keep in mind that devkits go through a number of changes before launch, so the hardware in them may not be final. Spencer reiterated the fact that Project Scarlett won't sacrifice performance for price.
A big shoutout to @klobrille and @Nibellion for posting this interview on Twitter.
Best of the best
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Xbox Game Pass gives you access to over a hundred games for one monthly fee. Xbox Game Pass Ultimate also adds Xbox Live Gold to the package so you can play online with your friends. Right now, you can purchase a three-month subscription for $45 through Amazon.
Get more Xbox
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- Xbox One S vs. Xbox One X: Which should you buy?
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- Best Xbox Controller Charging Stations in 2019
We may earn a commission for purchases using our links. Learn more.


Add 150 to double stack any large pizza
Add 150 to double stack any large pizza
Add 150 to double stack any large pizza
Add 150 to double stack any large pizza
Add 150 to double stack any large pizza
Add 150 to double stack any large pizza
Add 150 to double stack any large pizza
Add 150 to double stack any large pizza
Add 150 to double stack any large pizza
Add 150 to double stack any large pizza
| No. of Order | Name | Size | Crust | Topping | Delivery | Total |
|---|---|---|---|---|---|---|


55 km from the central town of Bankura, Mukutmanipur draws the attention of the tourists towards the beautiful necklace
like dam constructed at the confluence of River Kansabati and River Kumari. An undulating greenery enriched terrain runs along
the southern edge of the Kansabati Water Reservoir. Cobalt fresh water body is lined with emerald green landscape which mesmerizes the lovers of serenity.
Catch the Bounty of Nature in Your Grip
An escape to serenity is what describes a place like Mukutmanipur flawlessly. A weekend in these beautiful places is full of ultimate relaxation. Nature’s bounty grips you as you
would find yourself surrounded by the hills, lush green forests and crystal clear lagoons. With hills and forests surrounding a huge water body that changes its color in different seasons, Mukutmanipur
is the right place for those who are looking for some adventure along with absolute relaxation. Nestling at the confluence of two beautiful rivers - Kumari and Kansavati, Mukutmanipur
is located in Bankura district of West Bengal. This wonderful destination is also a favorite picnic spot, attracting hoards of picnic crowds. This serene place is also famous for
housing the second largest water barrage across India that canalizes Kumari and Kansavati Rivers into the 3 districts of West Bengal – Midnapore (West), Purulia and Bankura to facilitate
irrigation of 8,000 square kilometers during the scorching summer.
LODGING AND DINING FACILITIES AT MUKUTMANIPUR
There are private hotels, resorts and state run tourism centers available for tourists. These places of stay also offer decent dining facilities. The accommodation at Mukutmanipur
is equipped with facilities like bar, dining hall, lawn, gardens, 24 hour power supply, car parking and other standard facilities. The spacious and airy rooms are facilitated with
attached western bathrooms, hot water geysers, wardrobes, TV, AC. There are double bed and triple bed rooms available at Mukutmanipur hotel
Two alternatives routes also available via Tarakeswar > Arambag > Bishnupur > Bankura > Khatra >Mukutmanipur and Bagnan > Paskura > Medinipur > Sarenga > P. More > Khatra >
Mukutmanipur
About Kangsabati Dam
99%
voted as clean
Not Allowed: Pets
In the year 1956, the Kangsabati Dam or a water reservoir was built, which is around 12 km away from the town of Khatra in the Bankura District.
This dam was built to grant irrigation facilities to the arable land of 8,000 sq. km, covering Purulia, Bankura, Paschim Medinipur and some parts of upper Hooghly.
This dam, known as the second largest earthen dam in India, was constructed under the administration of Dr. Bidhan Chandra Roy, the then Bengal’s Chief Minister.
The dam is located exactly 2 km from Bangopalpur Reserve Forest and 55 km from Bankura and is bordered by forests. A huge variety of flora and fauna species can be
found in the Bangopalpur Reserve Forest. The Kangshabati Dam has now become a picnic spot, frequented by people for leisure.
About Banpukuria Deer Park
Entry: Paid
Not Allowed: Pets
Timings - Opening & Closing: Monday - Friday: 8.00 AM - 5.00 PM , Saturday: 8.00 AM - 5.00 PM , Sunday: 8.00 AM - 5.00 PM , Public Holidays: 8.00 AM - 5.00 PM
Only 2 km from Mukutmanipur. This place has a deer park, Banpukuria Deer Park and can be reached by a rented boat and then by walk or by
taking a rickshaw. One has to travel a kilometre further to arrive at the deer park.


{% extends "base.html" %} {% load crispy_forms_filters i18n parsifal_invites static %} {% block title %}{% trans "Delete invite" %} · {{ review.title }}{% endblock %} {% block content %} {% include "reviews/review_header.html" %}
{% blocktrans trimmed with invitee_email=invite.get_invitee_email %} Are you sure you want to delete the invite sent to {{ invitee_email }}? {% endblocktrans %}


The Nyzo client is a run mode provided by the Nyzo verifier codebase. The following instructions are for an Ubuntu Linux system, but the client will also run on Windows, Mac OS, and other Linux distributions.
If you want to activate web and/or API endpoints, ensure that your server has the proper port open to all IP addresses to which you want to permit access. The default port is 80, but other ports can be used, as is explained later in these instructions.
Begin the installation by updating apt.
sudo apt update
Next, install haveged. This is a program that provides entropy for cryptographically secure random-number generators. The Verifier class loads its private seed in a static block, and lack of sufficient entropy on a system can cause the application to block indefinitely when trying to generate a new private seed for the verifier. The verifier's key is used to sign all Nyzo messages originating from the client.
sudo apt install haveged -y
Install the Java development kit (JDK). JDK 8 is preferred for Nyzo.
sudo apt install openjdk-8-jdk -y
If you want to run the client as a background process, install supervisor. If you only want to run the client on demand, this step can be skipped.
sudo apt install supervisor -y
Clone the Nyzo verifier repository.
git clone https://github.com/n-y-z-o/nyzoVerifier.git
Change to the new nyzoVerifier directory and build the code.
cd nyzoVerifier && ./gradlew build
Make the Nyzo data root directory.
sudo mkdir -p /var/lib/nyzo/production
Copy the trusted entry points file to the data root directory.
sudo cp trusted_entry_points /var/lib/nyzo/production
If you want to run the client as a long-running background process, create the supervisor configuration file. The first command makes the script executable. The second command runs the script to generate the file. The third command copies the file to the supervisor configuration directory. If you only want to run the client on demand, this step can be skipped.
chmod +x nyzoClient.sh && ./nyzoClient.sh && sudo cp nyzoClient.conf /etc/supervisor/conf.d/
If you want to use the web listener and you want to use a port other than 80, add the appropriate line to /var/lib/nyzo/production/preferences. For example, if you wanted to use port 8080 for all run modes, you would add this line:
web_port=8080
If you wanted to use port 593 for just the client, you would add the following line:
web_port_client=593
If you want to run the client as a background process, reload supervisor.
sudo supervisorctl reload
If you want to run the client on demand, run the following command from the nyzoVerifier directory:
sudo java -jar build/libs/nyzoVerifier-1.0.jar co.nyzo.verifier.client.Client


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}


|
gcc = "girlslearningcode" if (gcc.length == 17) puts "Exactly 17!" end |
gcc = "girlslearningcode" if (gcc.length != 17) puts "Not 17!" end |
|
gcc = "girlslearningcode" if (gcc.length >= 17) puts "gcc is >= 17!" end |
gcc = "girlslearningcode" if (gcc.length <= 17) puts "gcc is <= 17!" end |


Heroically hurtle through the hypnotic highways of Hyperspace in
Paddle Battles - The War for Hyperspace 40XXAD!
Created for the
St Louis Game Dev Duel '13
by
an intrepid trio of talented techies from
Tile Isle
.


{{ctrl.msg}} First name First name is required. First name must have maximum 20 characters. {{ ctrl.errFirstNameMsg }} Surname Surname is required. Surname must have maximum 20 characters. {{ ctrl.errLastNameMsg }} Mobile phone Phone number is required. Phone number must have maximum 20 characters. Phone number has to be, for example: +48 888-888-888 || (+48) 888 888 888 || 888-888-888 || 888888888 {{ ctrl.errMobilePhoneMsg }} Email address - will be your login Email is required. Invalid email address. {{ ctrl.errEmailMsg }} Create password Password is required. Password must have minimum 8 characters. {{ ctrl.errPasswordMsg }} Confirm Password Password is required. These passwords don't match. {{ ctrl.errConfirmPasswordMsg }} Register {{ctrl.msg}} By clicking the 'Register' button, you confirm that you accept our Terms of use and Privacy Policy.


{% extends 'base.html' %}
{% load staticfiles %}
{% block title %}
PC Build
{% endblock %}
{% block header %}Custom Computer Build{% endblock %}
{% block body %}
This was a big project for me since I started off not knowing very much about computer hardware. Lots of research
was done before any purchases were made on how the different components work together. I determined what I needed and wanted out of my build, created
a parts list, collaborated on forums, purchased the parts, and then built the pc. The entire process took roughly 2 months from start to finish
and I'm extremely happy with the results.


SoS allows you to execute tasks on remote hosts or task queues with or without their own file systems. For example, you can execute a complex workflow mostly locally, but execute a few tasks on a remote host if it provides more computing power, or if it has some software that cannot be installed locally. The remote host could have its own file system (separate systems), share its file system with the local machine (e.g. nodes on the cluster), or share some storage with the local machine (e.g. have the same shared storage), so file synchronization will be needed in some cases.
With help from a few runtime options (options to task
), SoS can
Following any online tutorial, set up public-key access from your local machine to the remote host. If your public key does not work, check file permissions of ~/.ssh
, files under .ssh
, and $HOME
in some cases. After setting up the server, make sure you can login without password using command
% ssh remote-host
You will need to install the latest version of sos (preferrably identical version between local and remote hosts), and the software you will need to run. Test it by logging to the remote machine with commands
% sos -h
$PATH
¶Commands that are available in login shell are not necessarily available during remote execution. Basically, remote execution through ssh
invokes a non-interactive and non-login shell with basic $PATH
. SoS tries to address this problem by executing commands through a login shell
% ssh remote-host "bash --login -c 'sos execute task_id'"
However, default .bashrc
on the remote server might contain a line like
[ -z "$PS1" ] && return
that makes it exit when bash
is not running interactively. This line has to be removed in order to have complete $PATH
during remote execution.
Now, fire command
% ssh remote-host "bash --login -c 'sos -h'"
from your local machine and see if sos
can be invoked. Similarly, verify if the command you would like to execute remotely can be executed in this manner.
Now you need to configure your local and remote hosts so that SoS knows how to communicate between them. The hosts configurations should be defined in ~/.sos/hosts.yml
, and should look similar to
hosts:
desktop:
paths:
home: /Users/myuser
monster:
address: dcdr1ue8ee.yourdomain.com
paths:
home: /home/myuser
The format is easy enough to edit directly, but you can also use commands such as
% sos config --hosts --set hosts.monster.address dcdrlue8ee.yourdomain.com
to add or change key hosts['monster']['address']
to dcdrlue8ee.yourdomain.com
.
address
¶You should specify in the hosts
section the address of remote host, similar to
hosts:
monster:
address: dcdrlue8ee.yourdomain.com
If your account name differs between the local and remote servers, the complete address should be username@address
. In this example<EMAIL_ADDRESS>if the remote server account is john
.
You can also specify address
for your localhost if you plan to remotely login to the localhost.
paths
¶paths
is a list of directories that will be translated between hosts. For example, if you work locally on a Mac machine with home directory /Users/myuser
, and the remote server is a Linux machine with home directory /home/myuser
, you should define a paths
with definitions of home
as follows:
hosts:
desktop:
paths:
home: /Users/myuser
monster:
address: dcdr1ue8ee.yourdomain.com
paths:
home: /home/myuser
In this way, if the local data is /User/myuser/projects/input.fastq
, the path will be translated to /home/myuser/projects/input.fastq
during remote execution.
In more complicated cases where there are different directories, more than one paths
can be specified. For example, if you have directories under different volumes, you can map them differently using
hosts:
desktop:
paths:
home: /Users/myuser
project: /Users/myuser/projects
resource: /Volumes/Resource
monster:
address: dcdr1ue8ee.yourdomain.com
paths:
home: /home/myuser
project: /home/myuser/scratch/projects
resource: /home/myuser/resource
Note that
paths
such as home
, scratch
, working
, resource
, but paths should be defined for all hosts.paths
should be absolute (starts with /
for Linux-like systems).paths
./Users/myuser/projects/input.txt
would be identified as project
(not home
) and be mapped to /home/myuser/scratch/projects/input.txt
.shared
¶Option shared
tells SoS which file systems are shared between local and remote hosts so that it does not have to synchronize files under these directories between the hosts.
SoS assumes independent file systems so you do not have to specify option shared
if the local and remote hosts does not share any file system.
If your local and remote host share all file systems, you should list /
as shared.
hosts:
desktop:
shared:
ALL: /
monster:
shared:
ALL: /
The name ALL
does not matter as long as they match between hosts.
If your local and remote host share one or more shared volumes, you can specify them with
hosts:
desktop:
shared:
project: /project
monster:
shared:
project: /scratch/project
to indicate that local files under /project
shared to monster
.
Items under shared
are treated as special paths
. Files under these directories are mapped, but not synchronized.
Note that it is a bad idea to use dropbox or google drive as shared drives because files under these directories are not actually shared so a file created locally will not be available instantly on the remote host.
localhost
¶After you configure both local and remote host, you will need to tell sos what your localhost
is in the hosts
list using command
% sos config --global --set localhost desktop
which actually writes localhost: desktop
in the system configuration file.
If you have defined multiple hosts in the hosts.yml
file, you should distribute this file to all hosts and set localhost
accordingly, so that all machines know how to communicate with each other.
The server settings are critically important for the successful execution of commands on remote servers. As an example, I am working on a Mac mini (with limited CPU/RAM) and have access to a Mac Pro workstation and a Linux server. The hosts configurations for these machines are
hosts:
mini:
paths:
home: /Users/bpeng1
resource: /Users/bpeng1/.sos/resource
macpro:
address: mp-bpeng.mdanderson.edu
paths:
home: /Users/bpeng1
resource: /Volumes/HOME/resource
linux:
address: dcdrlpmcfd.mdanderson.edu
paths:
home: /home/bpeng1
resource: /home/bpeng1/.sos/resource
I defined two paths
named home
and resource
because although resource
is at the same location ~/.sos/resource
, it is in a dedicated volume /Volumes/HOME/
on the macpro.
With this hosts.yml
and proper definition of localhost
on each machine, it is possible to submit jobs from mini
to macpro
and linux
, from macpro
to linux
and from linux
to macpro
. It is not possible to submit jobs remotely to mini
because no address
is defined for this host.
queue
¶If you have set up a host in SoS configuration file propertly, you can use option queue
to specify the host on which the task will be executed.
task: queue='monster'
Here monster
is the alias of the host.
-q
¶Command line option -q
specify a default task queue (or remote host) to which all tasks would be submitted. This option does not override queue
options defined in the script so you can submit most jobs to a queue while submitting some jobs to particular servers (e.g. the one with specific software) using task options.
to_host
and from_host
¶Now that you have your machine configured, you should try to copy some files and see if they work correctly. File copy is specified with options to_host
and from_host
, which accepts a single file or directory name (string) or list (or nested lists) of filenames relative to local file system. You can test these options using simple SoS steps such as (replace filenames with files you have, of course),
[1]
task:
queue: 'monster',
to_host: ['~/projects/data/test1', '/Volumes/Resources/hg19.fasta'],
from_host: '~/projects/data/test1.res'
run:
echo "Hello, World"
Input, dependent, and output files are automatically transferred so to_host
and from_host
are only needed to transfer files or directories in addition to step input and outputs. If there is any problem with file transfer, use option -v3
to check if filenames are mapped correctly.
Each task has a context dictionary that contains variables that will be used to, for example, compose scripts to be executed. When the script is executed on the remote host, targets specified in variables input
(_input
), output
(_output
), depends
(_depends
) will be translated synchronized from local to remote file system (unless they are of type remote
). The values of these variables will be translated on remote host.
If there are additional files that you would like to synchronize, you should put them in input:
or depends:
statement. If for any reason you would like to translate a variable from local to remote host but do not want to synchronize the file, you can add it to option map_vars
.
With all the pieces put together, you can now execute the task on the remote host using task
options
depends: hg19_fasta, hg19_genes_gtf
output: "${hg19_star_index}/chrName.txt"
task: queue='monster', from_host=hg19_star_index
run:
STAR \
--runThreadN 8 \
--runMode genomeGenerate \
--genomeDir ${hg19_star_index} \
--genomeFastaFiles ${hg19_fasta} \
--sjdbGTFfile ${hg19_genes_gtf} \
--sjdbOverhang 100
For this example,
hg19_fasta1 and
hg19_genes_gtfin this example) so no
to_host` is needed.from_host
is needed because we need to transfer not only the reprsenting output file (hg19_star_index}/chrName.txt
), but also the whole directory containing the whole indexes (hg19_star_index
).SoS tries its best to automate the process while allowing you to tweak the details with runtime options. Just to recap the use of these options:
to_host
is needed to transfer additional input files or directories to remote host.from_host
is needed to tranfer additional output files or directories from remote host.Tasks executed on remote servers are external in the sense that they could be monitored and killed externally. When you submit the task, you will be given a task ID, using which you can query the status of the task or cancel the tak. For example,
sos status task_id -q shark
can be used to check the status of task_id
on a remote server shark
, and command
sos kill task_id -q shark
can be used to kill a running task with ID task_id
. You can also use command
sos status task_id -q shark -v 3
to display the details of task, including the SoS (Python) statements that will be executed.
Instead of executing the task directly on a remote server, you can submit the task to a task queue (e.g. PBS/Torch of a cluster sytem) where the task could be distributed to working nodes of a cluster system. A little more configuration would be needed, basically, you will need to configure
queue_type
: type of the task queueand for queue_type = pbs
, configurations such as
job_template
: A template to generate jobs to be submitted,submit_cmd
: command to submit PBS jobs,status_cmd
: command to check status of jobs, andkill_cmd
: command to cancel/delete pending or running jobs.You will also need to specify the resources needed to execute your task, using task options such
walltime
: estimated timemem
: estimated memory usageprocs
: number of process needed for the taskWith these configurations and options properly set up, you will be able to execute the task using the same syntax, e.g.
sos run myscript -q pbs
sos status -q pbs
sos kill tasks -q pbs
where pbs
is the alias of the cluster system.
Here is real-world example of running a bioinformatics tool (tophat2
) on a remote server using docker. The remote server is a Linux server with docker installed. The local machine has all the reference data and annotation files (hg19_fasta
, hg19_genes_gtf
), and the Bowtie2 index (hg19_Bowtie2_index
) but do not have tophat installed (lacking a Python 2 environment).
The following step runs tophat2 on the input fastq files using a remote host (with alias linux
) and docker image genomicpariscentre/tophat2
.
[tophat-align]
# align reads using the TOPHAT aligner
depends: hg19_genes_gtf, hg19_fasta, "${hg19_Bowtie2_index}/genome.1.bt2"
input: fastq_files
output: "${output_dir}/tophat_main/alignments.bam"
task: queue='linux', to_host=hg19_Bowtie2_index,
from_host="${output_dir}/tophat_main"
R1 = sorted([x for x in input if '_R1_' in x])
R2 = sorted([x for x in input if '_R2_' in x])
stop_if(len(R1) != len(R2), "Unequal number of R1 and R2 files from input ${fastq_files}")
# genomicpariscentre only has tophat2 (bowtie2) so it does not support option --bortie1
run: docker_image='genomicpariscentre/tophat2'
[ -d ${output_dir} ] || mkdir -p ${output_dir}
tophat2 \
--read-realign-edit-dist 1 \
--segment-length 24 \
-o '${output_dir}/tophat_main' \
-p 7 \
--GTF '${hg19_genes_gtf}' \
--rg-id 0 \
--rg-sample '${sample_name}' \
--library-type fr-firststrand \
--no-coverage-search \
--keep-fasta-order \
--fusion-search --fusion-anchor-length 13 \
--fusion-ignore-chromosomes chrM,M '${hg19_Bowtie2_index}/genome' \
'${R1!ae,}' '${R2!ae,}'
When the step is executed, SoS will
hg19_genes_gtf
, hg19_fasta
, ${hg19_Bowtie2_index}/genome.1.bt2
(specified by depends
), fastq_files
(specified by input
) and hg19_Bowtie2_index
(specified by to_host
) to remote server.input
, output
, etc).linux
, before starting the script, download docker image genomicpariscentre/tophat2
if not already available.With this setup, everything is provided and specified by the local host. The server does not have to have any data and software installed so you are free to make use of any server with docker installed.


Only I Level Up Recollections/After Stories.
Part 5: Conclusion.
(TL: One more chapter to go!).
There were around 30 metres between him and the b*stard
‘… . Let’s do this . ’.
Soo-Hoh concentrated and in an instant, the flow of time around him seemed to slow down to a crawl, allowing him to see and discover all those little things he hadn’t noticed before
For instance, the sword swung by the black knight . And then, that blue-coloured arc of lightning from the tip of that sword flying towards him in a straight line with a ‘flash’
‘So, that’s what it was!!’.
Finally, he got to see what the powerful attack that ended the fight was, even before he could do anything the last two times . His agility and perception, raised up much higher than before through levelling up, were pushed to their absolute limits
He dodged the streak of light flying right into his face and took a step forward
Taht!.
Just one leap, and in that one moment, the distance between him and his target decreased in half by roughly around 15 metres
Flash!!.
The second lightning brushed past the top of his head by a hair’s width
The black knight had quickly changed his posture after sending out the first attack to follow up with his second . Soo-Hoh felt amazed at his opponent’s quick reaction as he took another step forward
Taht!.
The distance between them disappeared in the next instance
Kwa-du-duk!.
Soo-Hoh clenched his gauntlet-covered fist tightly
‘Now you are in my range . ’.
Flinch
It looked as if the black knight tensed up greatly just then, and his emotions travelled through the chilly air to cling to Soo-Hoh’s two cheeks
While inwardly thanking the level up system that pushed his abilities to such an incredible height, Soo-Hoh punched forward, hard
Shhhwiiiii-eeek!.
His fist had broken past the level of a bullet and was more like a cannon shell now, as it crashed into the face of the black knight
Kwa-boom!!.
The knight urgently raised his sword to block the incoming gauntlet but in the end, he was powerfully shoved away with both of his feet briefly leaving the ground
Kwa-jijijijik!!.
The ends of the black knight’s boots broke the stone tiles on the floor and left behind two lengthy gouges as he got shoved back .
‘… . !!’.
He realised belatedly that there was a stone pillar behind him
‘D*mn it!’.
The black knight became flustered and quickly shifted his gaze back to his front . But then, Soo-Hoh was already there, blocking the view
‘Could he have… . that attack was meant to force me into this very area?’.
The black knight was left greatly stunned by his opponent’s smart thinking, but still, reflexively moved his sword in the meantime . The aura oozing off the blade as reflected in Soo-Hoh’s eyes emitted a chilling blue light
The boy held his breath for a moment there and smacked the knight’s blade slicing down diagonally with the back of his hand, currently safely protected by the metal gauntlet
He then took a powerful step forward
Soo-Hoh managed to reduce the distance between him and his opponent to zero before swinging his fist one more time . This attack landed squarely on the black knight’s chest
Kwa-boom!!!.
Now normally, the knight should’ve been flung away by the force, but he crashed into the pillar behind him instead, and the structure’s surface cracked up grandly
What a shocking destructive power that was
However, what was even more shocking was the fact that an attack carrying such destructive power didn’t end with just one hit . Soon after, Soo-Hoh’s barrage of fists rained down on his target
Dududududududu-!!.
The black knight, no, Igrit continued to sigh in admiration inwardly as he blocked and deflected Soo-Hoh’s non-stop barrage of attacks, which kind of reminded him of his liege’s skill
‘So, this is the power of the young lord, even if he’s not 100% yet?’.
His father, becoming one with a godly being, while his mother, a rank S Hunter once upon a time in a now-forgotten timeline . Born from these two people, the sleeping potential within Soo-Hoh easily exceeded Igrit’s imagination
Kwa-jeeck!.
The sturdy armour began breaking and falling off bit by bit under the barrage of merciless attacks . Igrit pushed his speed to the limit, but it was still not enough to defend against every single attack raining down on him
And eventually….
Clang!!.
The sword barely withstanding against Soo-Hoh’s blunt attacks finally broke while issuing a loud noise
That was the end
Igrit watched the shattered remnants of steel fly away and instinctively sensed that this battle was now over
But then, this defeat also quickened his pulse to a great deal compared to before, just like back when he fought against Jin-Woo all those years ago in a place similar to this one
Meanwhile, Soo-Hoh loaded his fist with his magical energy for that final shot
Wuuoong-!!.
The surrounding Mana in the air rippled like waves on the lake’s surface and spread out visibly . And then…
KA-BOOM!!.
The fist fired forward like a cannon shell left behind a large, empty hole where the black knight’s abdomen was . The knight collided with the pillar again and slowly slid down . And then, he stopped moving altogether
‘… ’.

He won
He fought and won against a powerful enemy that he thought he could never win against in the beginning . Joy began welling up from the deepest part of his chest like a tidal wave
However, rather different from his expectations, there wasn’t all that much of a change
‘Maybe… this isn’t the end?’.
He slowly looked around his surroundings and belatedly discovered that, in the distance, a brand new Gate had been generated by the foot of the stairs leading up to the tall throne
His eyes grew super-large
It was the exit!.
He didn’t know why he ended up in this place, but still, he couldn’t help but smile brightly after realising that this bizarre adventure was about to come to its conclusion
Soo-Hoh hurriedly ran towards the black hole in happiness and threw himself inside . Just like back when he was entering this place, he passed through a long tunnel of darkness, and after opening his eyes… .
“Kkkiiieeehk!”.
“Khhiigegegek!”.
“… ”.
… . He found human-sized ant humanoid monsters busy screeching out here and there
***.
“Pant, pant, what kind of ants are this crazy?!”.
Soo-Hoh looked down in utter disbelief at the unmoving corpses of ant monsters he managed to defeat just now
For some reason, he liked ants from a young age so he always cautiously avoided lines of worker ants if he happened to come across one so that he wouldn’t step on them by mistake . But now, he felt rather remorseful of his past actions
That was how powerful and obstinate these ant monsters were . Those armour monsters couldn’t even be compared to these guys at all
‘Still, if I were to look for the silver lining in all of this, then… . ’.
His level that seemed to have gotten stuck began climbing up quickly again after he hunted these ant monsters down
Sha-shak, sha-shak….
He could hear the shuffling footsteps of the ant monsters coming from somewhere . Soo-Hoh was successful in regaining control over his heavy breathing by then . He tightly clenched his fists and got ready
Kwa-du-duk!.
“Khiieck!”.
“Kahk!”.
Remembering the lessons learned during his battle against the black knight, Soo-Hoh made sure to focus on raising his level higher by clearing out every single nook and cranny of this cavern
And so, screams of ant monsters continued to resound out from all corners of this complicated cavern system with a maze-like layout
How long did he roam around this cavern in this fashion?.
‘Alright… . ’.
When he reached the point where his level didn’t want to rise up even after defeating the ant monsters, Soo-Hoh headed towards the last chamber in this cavern and entered it
As it turned out, it was a giant, open chamber . An empty space, in other words
There was not one strand of light inside the boss chamber, but Soo-Hoh’s senses had already far exceeded that of a regular human and he had no problem maintaining his vision
‘Just how big is the master of this place that it has to be this large?’.
Just as he began to get worried ever so slightly…
He finally discovered a humanoid ant monster with its back turned towards him .
The overall atmosphere of this open space was rather similar to the one found in the chamber with the black knight . However, Soo-Hoh couldn’t sense any sorts of power from that ant creature, which was quite different from the knight boss of before
Was it powerful, or a weakling?.
Soo-Hoh tilted his head this way and that and while being as sneaky as possible, he cautiously approached the creature
When he got close enough to think that he was in range now, the ant monster suddenly turned around to face Soo-Hoh without any prior warning
‘Heok!’.
Soo-Hoh flinched and quickly took a step back
It wasn’t because he got scared, though . No, he just got surprised by the unfolding situation, that was all . But, it couldn’t be helped, really . The thing was, the ant monster turning around was crying non-stop
It was sobbing so sorrowfully that, even though he knew the creature was a monster that he couldn’t converse with, Soo-Hoh just couldn’t bring himself to attack first
But, why did this happen?.
It’d only be normal to feel rather weirded out when looking at an insectoid creature the size of a grown man standing on two feet while thick teardrops fell from its eyes
But, Soo-Hoh wanted to console this ant monster instead, for some inexplicable reason . That’s what he felt then
Too bad, such a compassionate thought could only last for a brief moment . Soo-Hoh sensed an incredible aura from the creature bursting forth and hurriedly leapt a good distance away
‘… . ??’.
As if it was trying to get a hold of its emotions, the ant monster wiped the tears away with the backs of its hands
‘Oh my god… . ’.
Meanwhile, Soo-Hoh was stunned by the incredible power oozing out from his new opponent and inadvertently sneaked a look down at the hair on his arms standing up
This ant, it was on another scale altogether compared to other ants or that black knight he fought so far . His entire body began shuddering
‘Uh… . ?’.
Suddenly, a huge shadow drew upon him and he raised his head up to look, only to find that the ant monster had closed the distance and was standing right in front of his nose
Its body had ballooned up to over double that of its previous size and then, it screeched out a horrifying cry next
[Kiiiiiieeeeehhhk!].
***.
What a relief it was
Indeed, there was no other way to say it than what a relief
While lying on the ground completely exhausted, Soo-Hoh continued to think that way
The winged ant monster was a truly frightening opponent, for sure . But, for some reason, the ant couldn’t attack him whenever they were locked in critical moments, apparently feeling conflicted about something
But, thanks to that, he was able to bring down the ant somehow, even though the task proved to be really arduous in the end
“Euh, euh… . ”.
While goading and twisting his aching body, Soo-Hoh pushed himself up . As his reward for bringing down a powerful enemy, a new Gate had been generated over yonder
Before leaving, he confirmed his current level
[Level: 99].
His level stopped climbing at 99 . Now, normally, most games would treat ’99’ as the max level attainable
‘I’m sure I can go home for real now . ’.
Soo-Hoh’s heart pounded away noisily as his expectations grew . He then gladly jumped into the awaiting Gate . And when he opened his eyes…
“Mm? Mmmm??”.
“Growl… ”.
… . He got to discover giants and dragons filling up his view, as far as his eyes could see
“Hah…”.
***.
It was the case of ‘one mountain after another’
While making figurative mountains out of the corpses of giants and dragons, Soo-Hoh continued down the path laid out on this seemingly-endless plains
His level remained stuck in 99
Although his stats didn’t rise higher, he was now able to control his powers far more smoothly and expertly after going through countless battles . His incredible strength, and technique to control them, gave Soo-Hoh a rather healthy boost to his confidence
A short while later, he discovered yet another black knight guarding the end of the path
‘… ’.
Unlike the previous black knight with a red plumage attached to its helm, this new guy boasted a much bigger physique, and there were traces of broken wings on its back, as well
It was incredibly powerful . So much so that, it must’ve been far stronger than the winged ant monster he fought earlier . However…
‘… . That guy isn’t my real opponent . ’.
Soo-Hoh was sure of this
Why? Because, a certain existence that made him think that it was the real deal was flying silently in the air above his head, that was why
Soo-Hoh picked up on that figure’s enormous presence and raised his head high . When he did….
[Kkiiaahk-!!].
The Sky Dragon flying in the air roared out loudly . The scene of a lone figure jumping off from its back happened right afterwards
The figure of a person fell for what felt like an eternity before lightly landing on the ground, causing the earth below to cave into a big crater while kicking up an almighty dust storm in the process
BOOM!!.
Soo-Hoh swallowed nervously
‘That guy’s the real deal… . ’.
The unknown figure, his face hidden behind the hoodie pulled down low, emitted this intense pressure that even made breathing difficult
When he made his descent, the black knight stopped unsheathing his sword and took several steps back as if to say that he’d not participate in the upcoming fight anymore
‘I knew it, the real enemy is this guy . ’.
Soo-Hoh tried to stop his legs from shaking anymore from this choking pressure . This was the first time an actual person and not a monster had appeared in here so he simply had to say something
“Excuse me!”.
He tried to engage the mysterious figure in conversation, but the lips visible below the hoodie only maintained a simple grin, choosing not to return any verbal replies
“Argh, seriously man… . ”.
Soo-Hoh gave up on talking to the figure, but then, his eyes went extra-round after discovering something else besides
‘Isn’t that… . ?’.
For the first time during this journey, the Gate had been generated even before he defeated his enemy . Its location was behind the man wearing the hoodie
‘Which means… . ’.
This could very well be the final hurdle
As long as he could defeat that man, he’d be able to go home
When that conclusion popped up in his head, Soo-Hoh’s body moved instinctively
It moved under the influence of his overall stats that had reached their absolute limit, as well as the combat abilities that had evolved to allow him full control over those stats
Ba-thump, ba-thump!!.
While feeling the explosive beatings of his heart….
Taht! Taht! Taht!!.
Soo-Hoh broke past the speed of sound and rushed to the front of the man in the blink of an eye .  Dad?!”.
The mystery man smirked gently
“Still too early . ”.

“Heok!!”.
Soo-Hoh shot up from his chair and hurriedly took a look around him
He was back inside his classroom . The empty, still air of the after-school hours had permeated into this now-familiar place
He wiped the cold sweat pooled on his forehead
‘What a weird-a*s dream that was . ’.
Did I play way too many games or something?.
After wandering around lost inside a strange dungeon, he ended up running into his own father as its final boss…
What an embarrassing crappy dream that he wouldn’t dare to tell anyone for, like, ever . He was greatly relieved that it was nothing but just a dream
He spat out a sigh of relief and turned around, only to find a female student frozen stiff like a block of ice behind him . She got surprised out of her skull after the sleeping Soo-Hoh suddenly shot up from his spot, actually
He wanted to break this awkward atmosphere somehow, so he started talking to her first
“Uhm, weren’t you supposed to go home?”.
Now that he took another look, it was the same girl sitting behind his spot that poked him in the back earlier in the day
“I’m supposed to do the classroom duty this week, so… I gotta lock the doors first before leaving… . ”.
The female student stuttered and took pauses between her words, but Soo-Hoh replied as if it was nothing to sweat over
“Want me to help?”.
“Eh?”.
The girl got flustered for a moment there at the unexpected offer, but eventually, shyly nodded her head
“… . Thanks . ”.
***.
Around the same time
Jin-Woo stood on the rooftop of the same school building alongside Beru and Igrit
Igrit was the first to speak
[My liege… . Isn’t it fine to restore the young lord’s powers now?].
They had performed the same test a few times before, but today was the first time the young lord reached as far as the Sovereign’s footsteps . Igrit wished to give Soo-Hoh full passing marks after the boy displayed wonderful progress during the examination
Jin-Woo replied with a grin on his lips
“What would’ve happened if I tried to fight the Dragon Emperor from the get-go while believing in the powers that I possessed at that time?”.
Igrit shook his head
What Jin-Woo wanted to teach Soo-Hoh was precisely this . No matter how powerful one was, one should consider escaping when facing a situation where the victory wasn’t a certainty
It was not a sign of bravery to jump in head-long against a powerful enemy without a plan
‘Indeed, it’s just a reckless, foolish bravado . ’.
Even when knowing that he couldn’t win, Soo-Hoh still challenged Jin-Woo, regardless . His courage might be laudable, but from the perspective of his father, that was a rather worrisome result
‘Too early
Right, it’s still too early for him
However, Soo-Hoh is a smart kid, so he’ll soon figure it out
He’ll learn that he needs to adjust his powers according to the situation at hand . ’.
[Young Lord… . ].
Beru looked at a sheet of an old paper with him drawn on it, the edges of his eyes reddening up with tears once more
Drop, drop…
Jin-Woo lightly patted the shoulders of despondent Beru before walking closer to the guardrail to take a look at the school grounds below . He could see the back of his son leaving the school gate along with a female student from his class
Jin-Woo rested his chin on his hands and watched Soo-Hoh walk further away, before a grin floated up on his face
“It’s been a while, so should I take my family out for dinner later today?”.
< Chapter 269 > Fin


INSTANCE SEGMENTATION WITH PIXELLIB¶
Instance segmentation with PixelLib is based on MaskRCNN framework.
Download the mask rcnn model from here
Code to implement instance segmentation:
import pixellib
from pixellib.instance import instance_segmentation
segment_image = instance_segmentation()
segment_image.load_model("mask_rcnn_coco.h5")
segment_image.segmentImage("path_to_image", output_image_name = "output_image_path")
Observing each line of code:
import pixellib
from pixellib.instance import instance_segmentation
segment_image = instance_segmentation()
The class for performing instance segmentation is imported and we created an instance of the class.
segment_image.load_model("mask_rcnn_coco.h5")
This is the code to load the mask rcnn model to perform instance segmentation.
segment_image.segmentImage("path_to_image", output_image_name = "output_image_path")
This is the code to perform instance segmentation on an image and it takes two parameters:
path_to_image: The path to the image to be predicted by the model.
output_image_name: The path to save the segmentation result. It will be saved in your current working directory.
Sample2.jpg
Image’s source:Wikicommons
import pixellib
from pixellib.instance import instance_segmentation
segment_image = instance_segmentation()
segment_image.load_model("mask_rcnn_coco.h5")
segment_image.segmentImage("sample2.jpg", output_image_name = "image_new.jpg")
This is the saved image in your current working directory.
You can implement segmentation with bounding boxes. This can be achieved by modifying the code.
segment_image.segmentImage("sample2.jpg", output_image_name = "image_new.jpg", show_bboxes = True)
We added an extra parameter show_bboxes and set it to true, the segmentation masks are produced with bounding boxes.
You get a saved image with both segmentation masks and bounding boxes.
You can check the inference time required for performing segmentation by modifying the code below..
import pixellib
from pixellib.instance import instance_segmentation
import time
segment_image = instance_segmentation()
segment_image.load_model("mask_rcnn_coco.h5")
start = time.time()
segment_image.segmentImage("former.jpg", output_image_name= "image_new.jpg")
end = time.time()
print(f"Inference Time: {end-start:.2f}seconds")
Inference Time: 12.87seconds
It took 12.87 seconds to run instance segmentation on the image.
Specialised uses of PixelLib may require you to return the array of the segmentation’s output.
Obtain the following arrays:
-Detected Objects’ arrays
-Objects’ corresponding class_ids’ arrays
-Segmentation masks’ arrays
-Output’s array
By using this code
segmask, output = segment_image.segmentImage()
You can test the code for obtaining arrays and print out the shape of the output by modifying the instance segmentation code below.
import pixellib
from pixellib.instance import instance_segmentation
import cv2
instance_seg = instance_segmentation()
instance_seg.load_model("mask_rcnn_coco.h5")
segmask, output = instance_seg.segmentImage("sample2.jpg")
cv2.imwrite("img.jpg", output)
print(output.shape)
Obtain arrays of segmentation with bounding boxes by including the parameter show_bboxes.
segmask, output = segment_image.segmentImage(show_bboxes = True)
import pixellib
from pixellib.instance import instance_segmentation
import cv2
instance_seg = instance_segmentation()
instance_seg.load_model("mask_rcnn_coco.h5")
segmask, output = instance_seg.segmentImage("sample2.jpg", show_bboxes= True)
cv2.imwrite("img.jpg", output)
print(output.shape)


If you hover your mouse over a blended wine, you will be able to see the type of grapes used!
| Type | Name | Location | Year | Dine-in Price | To-go Price |
|---|---|---|---|---|---|
| Sparkling | Deutz Classic | France | NV | $75.00 | $56.25 |
| Sparkling | Gremillet Blanc de Noris | France | NV | $60.00 | $45.00 |
| Sparkling | Paul Cheneau | Spain | NV | $30.00 | $22.50 |
| Sparkling | Le Colture Fagher | Italy | NV | $30.00 | $22.50 |
| Sparkling | Sip | CA, Sonoma County | 2014 | $30.00 | $22.50 |
| Sparkling | Monte della Vigne | Italy | 2013 | $30.00 | $22.50 |
| Sparkling | Underwood Can 375mL | OR | 2015 | $11.00 | $8.25 |
| Sparkling/Rosè | Hugo | Austria | NV | $36.00 | $27.00 |
| Sparkling/Rosè | Andrè Delorme Reserve | Austria | NV | $25.00 | $18.75 |
Need help selecting a wine?
Do you prefer dry or sweet wine:


What is Chi Ipsum?
Chi Ipsum is an industrial quality lorem karaja ipsum. An idustrial project suitable for the 21st century Ipsum.
Chi Ipsum is an industrial quality lorem karaja ipsum. An idustrial project suitable for the 21st century Ipsum.
Chi Ipsum is an industrial quality lorem karaja ipsum. An idustrial project suitable for the 21st century Ipsum.
Chi Ipsum is an industrial quality lorem karaja ipsum. An idustrial project suitable for the 21st century Ipsum.
Chi Ipsum is an industrial quality lorem karaja ipsum. An idustrial project suitable for the 21st century Ipsum.
Chi Ipsum is an industrial quality lorem karaja ipsum. An idustrial project suitable for the 21st century Ipsum.
Chi Ipsum is an industrial quality lorem karaja ipsum. An idustrial project suitable for the 21st century Ipsum.
Chi Ipsum is an industrial quality lorem karaja ipsum. An idustrial project suitable for the 21st century Ipsum.
Chi Ipsum is an industrial quality lorem karaja ipsum. An idustrial project suitable for the 21st century Ipsum.


ProTip™: Find some great examples Probot’s featured apps.
Repository URL
Creating a GitHub App is free. You can create it at https://github.com/settings/apps/new
Enter a name GitHub App name, Homepage URL, Webhook URL and Webhook Secret. For Homepage and Webhook URL, enter https://.glitch.me. Set the permissions based on what the app needs. Enter the Webhook Secret you entered below
Webhook Secret
After you created the GitHub App, enter the app ID below. It is shown on the top right of the General form, below "Owned by @yourusername".
ID
Next, press the Generate private key button. It will download a *.private-key.pem file. Select that file below
Private key
Create app on Glitch


Channels
Clipjump Channels are meant to allow users to use multiple channels of multiple Clipboards for sorting related Clipboard items together.
You can use the Channel Organizer to organize your channels and clips within the channels. (accessible from the Action Mode with easy key 'O').
Selecting the channel to be pasted from can be done using the Channel Selector. This feature is accessible from the Action Mode with easy key S as well as the Tray Menu.
Another method of selecting the channel is described in Changing Channels in Paste Mode.
Channels are different series or groups in which clips are stored.
You can create unlimited distinctly named channels to store Clipboard data and store related clips in them.
The default channel is 0 and is named as Default.
As said above, use the default shortcut or the Tray Menu for Clipjump to open the choose Channel Window.
The Window should appear instantly and you will see the Channel Number 0 (Default) to be active by default.
Use the Up Down arrow keys and select a different channel. As 0 is the only channel used in a new installation of Clipjump, you will be only allowed to select the next Channel 1 .
Select the new channel and give it a name. Now click Use Channel. You will see a tip containing a confirmation message that Channel [name] is now active where name
is the name of your channel.
Now try copying some data to Clipboard an you will see the confirmation tip "Transferred to Clipjump" to be preceeded by a {[name]} which will mean the item is now captured to Clipjump Channel 1.
Now press Ctrl+V to enter [PASTE MODE] . You will see a {[name]} also preceeding the Clip number message (Clip x of y) . As
you have already guessed , this means the Clip is contained in Channel [name] .
Now as you are using Channel 1, you can open the Channel window and use the next available Channel (Channel 2) . You can use as many as channels you want and give them any name you like.
Note that Clipjump uses Channel 0 as the default and the main channel and should be used for general purposes. Channel 0 (Default) is the only channel for which the
Minimum Number of Active Clips setting is valid, all other channel have no minimum and thus store unlimited clips.
The setting Retain Clipboard data upon Application restart is invalid on channels other than 0 and so channels 1+ store clips until they are deleted by the user.
[v9.5+] You can change channels in the Paste Mode itself by using the Up-down keys . Use the Up
arrow key to increment the channel by 1 and
use the Down
arrow key to decrement the channel by 1. Cycling channels via this method works like a cycle , so if you press the Up arrow key with the last
Channel (say #2) active , you will be jumped back to the first channel (#0).
One of the best uses of Clipjump Channels is using it as a top 10 repository for storing frequently used items. As said above , you can copy and thus save your signatures , blog links and avatar images in a channel and quickle access them when needed.
See Also: Protected Channels
Protected Channels are user defined special channels that require confirmation before each copy of clipboard data to them.
If you copy some text while a protected channel is active, you will see a confirmation tip with a sharp beep to proceed further. This can be very useful and should
be used a check to store data in a precious channel that is damn meant to store single kind of data.
To create a protected channel, precede it's name with _ i.e. a underscore . Any channel whose name starts with an underscore is a protected
channel.
Tip - To remove the beep, change the variable protected_DoBeep
to 0 from ClipjumpCustom.ini.
The code is protected_DoBeep = 0
. Add it in a section with no 'bind', one which is auto-executed at Clipjump start.
The Pit
channel is a reserved channel NAME with automatic Incognito feature. When a channel is named as Pit
, the channel does not transfer
it's clips to the Clipjump History thus creating a false INCOGNITO MODE situation. Note that when a channel named Pit
is active, the INCOGNITO mode
is physically not turned ON and so you don't see the Clipjump's tray icon being grayed out.
The "Pit" channel can be quickly used to capture junk or confidential data to Clipjump and then delete them all at once with the Delete ALL mode
(Ctrl + V + X(5 times))
PitSwap
[v9.5+] allows you to jump to an existing Pit channel from any other active channel with the ease of a hotkey. Activated with the Action Mode easy key P , it is a sort of 'channel toggler'. When pressing PitSwap shortcut when a channel such as Default(#0) is active , the channel will be
automatically changed to a found Pit
named channel. When pressing the shortcut , the toggle will work in reverse changing the active channel back to the one
you were using (here 'Default') . Note that the PitSwap toggle is deactivated silently when you first use PitSwap and then eventually change the Pit channel
with the Channel Selector GUI OR by the Up-down keys in the Paste Mode.
Minimal GUI for Channel Selector can be activated from the Settings Editor.
When activated , you will see a no-button window in place of the original Channel Selector GUI. You will have to use Up-Down arrow keys to change
channels and Enter key to activate a channel.
Use Del
key to delete a channel and Esc
to close (cancel) the GUI.
- For channel 1 to 9, you can also use Action Mode to change channels. See How.
- You can use the up-down arrow keys rather than Mouse clicks for increasing/decreasing Channel numbers.
- When in the default channel selector mode, use Alt+U as a shortcut for the
Use Channel
button.
- Use Minimal GUI
- If you regulary change Clipjump channels, you can also create a system-level shortcut for opening Channels manager directly rather than using
a 2nd level Action Mode shortcut from the Settings Editor.
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Australian bushfire was ‘started by man who wanted to protect cannabis crop’
A man allegedly started a huge bushfire in Australia that destroyed more than 5,400 hectares in order to protect his marijuana plants.
Police arrested Gavin James Gardiner, 51, on Friday after he was accused of lighting a blaze in Northern Tablelands, in New South Wales, the previous day.
Officers confirmed Gardiner, who was denied bail, had been charged with intentionally causing a fire.
He was due in court on Monday.
A police statement said: ‘Police will allege in court that the man lit the fire as an attempt to back burn for the protection of a cannabis crop and perceived benefit from recovery work after the fire and made no attempt to control the blaze.’
Dozens of wildfires burned across Australia’s east coast on Saturday and firefighters scrambled to shore up defences ahead of hotter weather expected this week.
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The early arrival of fierce bushfires in the southern spring has already claimed four lives in New South Wales and destroyed 259 homes.
Several people have been charged with intimidating Rural Fire Service (RFS) volunteers, including a man, 32, who is accused of threatening three volunteers with a chainsaw in Elands before he lit a fire.
The man is facing a common assault charge and appeared in court on Saturday after being refused bail.
Firefighters announced they had strengthened containment lines by back burning around the Gospers Mountain fire, which is blazing across more than 100,000 acres (156 square miles) near Sydney’s northwest outskirts.
Back burns are fires deliberately lit to clear dry undergrowth.
The NSW RFS said in a statement on social media: ‘This is important work which is being done ahead of worsening conditions next week.’
Conditions are expected to deteriorate this week as temperatures are set to rise and no rain is on the horizon.
Most national parks on the mid-to-north coast of the state, including in the northern Blue Mountains will remain closed until further notice as fire danger remains very high to severe, NSW Office of Environment and Heritage said on Twitter.
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The bushfire season has begun earlier than usual, in the southern hemisphere spring, and is expected to be long and brutal this year as a three-year drought has left broad swathes of Australia’s east and west more susceptible to fire.
In Queensland, there were six major fires on Saturday morning.
‘Most of the state will experience high and very high conditions this weekend,’ Queensland Fire and Emergency Services added on Twitter.
‘Keep on keeping on – we’ll get through this together.’
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