Simple Flask Example¶
In this tutorial we will create a simple Flask application which will use Authomatic with WerkzeugAdapter to log users in with Facebook, Twitter and OpenID and retrieve their recent tweets/statuses.
You can download all the source files we are about to create here.
First create the Config dictionary where you set up all the providers you want to use. Yo will need the consumer_key and consumer_secret which you can get here for Facebook and here for Twitter.
Note
Facebook and other OAuth 2.0 providers require a redirect URI which should be the URL of the login request handler which we will create in this tutorial and whose walue in our case will be http://[hostname]/login/fb for Facebook.
# config.py
from authomatic.providers import oauth2, oauth1, openid
CONFIG = {
'tw': { # Your internal provider name
# Provider class
'class_': oauth1.Twitter,
# Twitter is an AuthorizationProvider so we need to set several other properties too:
'consumer_key': '########################',
'consumer_secret': '########################',
},
'fb': {
'class_': oauth2.Facebook,
# Facebook is an AuthorizationProvider too.
'consumer_key': '########################',
'consumer_secret': '########################',
# But it is also an OAuth 2.0 provider and it needs scope.
'scope': ['user_about_me', 'email', 'publish_stream'],
},
'oi': {
# OpenID provider dependent on the python-openid package.
'class_': openid.OpenID,
}
}
Create main.py file and import what’s needed.
from flask import Flask, render_template, request, make_response
from authomatic.adapters import WerkzeugAdapter
from authomatic import Authomatic
from config import CONFIG
Create the home request handler.
@app.route('/')
def index():
return render_template('index.html')
Create the login request handler which should receive the provider_name URL variable and should also accept the POST HTTP method to work properly with the openid.OpenID provider which we have configured in the Config.
@app.route('/login/<provider_name>/', methods=['GET', 'POST'])
def login(provider_name):
Now just Log the user in by calling the Authomatic.login() method inside the login handler. You must pass it the WerkzeugAdapter and the provider_name URL variable. The WerkzeugAdapter needs instances of werkzeug.wrappers.Request and werkzeug.wrappers.Response classes. The handler must return the response so we assign it to a variable.
response = make_response()
result = authomatic.login(WerkzeugAdapter(request, response), provider_name)
Note
If you want to use the flask.session, you can do it like this:
# You need to set a secret string otherwise the session will not work.
app.secret_key = 'random secret string'
result = authomatic.login(
WerkzeugAdapter(request, response),
provider_name,
session=session,
session_saver=lambda: app.save_session(session, response)
)
Now check whether there is a LoginResult. If so, we need to update the User to get his/her info. Then just pass the whole LoginResult to the template.
if result:
if result.user:
result.user.update()
return render_template('login.html', result=result)
If there is no LoginResult the login procedure is still pending and we need to return the response.
return response
Finally run the WSGI application.
if __name__ == '__main__':
app.run(debug=True, port=8080)
The rest happens in the templates.
First create a base template.
{# base.html #}
<!DOCTYPE html>

<title>Authomatic Flask Example</title>

{% block body %}{% endblock %}

The index.html template contains just links to the login handler and an OpenID form. The Authomatic.login() method expects the claimed ID to be in the id request parameter. This off course can be changed.
{# index.html #}
{% extends "base.html" %}
{% block body %}

Login with Facebook.

Login with Twitter.

<form action="login/oi">
<input type="text" name="id" value="me.yahoo.com" />
<input type="submit" value="Authenticate With OpenID">
</form>
{% endblock %}
The most interesting things happen in the login.html template. First create a link to the home handler.
{# index.html #}
{% extends "base.html" %}
{% block body %}
Home
Then check for possible errors.
{% if result.error %}

Damn that error: {{ result.error.message }}

{% endif %}
And welcome the user.
{% if result.user %}

Hi {{ result.user.name }}

Your id is: {{ result.user.id }}

Your email is: {{ result.user.email }}

{% endif %}
Seems like we’re done, but we can do more.
If the user has Credentials, we can access his/her protected resources.
{% if result.user.credentials %}
Let’s get the user’s five most recent Facebook statuses first.
{% if result.provider.name == 'fb' %}
Your are logged in with Facebook.

Prepare the Facebook API URL.
{% set url = 'https://graph.facebook.com/{0}?fields=feed.limit(5)'.format(result.user.id) %}
And access the protected resource at that URL. The call returns a Response instance.
{% set response = result.provider.access(url) %}
Check whether the response was successfull.
{% if response.status == 200 %}
Parse the Response.data attribute which is a data structure (dict or list) parsed from the Response.content which usually is JSON.
Handle possible errors.
{% if response.data.error %}
Damn that error: {{ response.data.error }}!
{% endif %}
If there are no errors, there should be a list of statuses in the response.data.feed.data node.
{% if response.data.feed.data %}
Your 5 most recent statuses:

{% for status in response.data.feed.data %}

{{ status.message or status.name or status.story }}

Posted on: {{ status.created_time }}
{% endfor %}
{% endif %}
Close the opened {% if %} tags.
{% endif %}{# response.status == 200 #}
{% endif %}{# result.provider.name == 'fb' #}
Do the same for Twitter.
{% if result.provider.name == 'tw' %}
Your are logged in with Twitter.

{% set url = 'https://api.twitter.com/1.1/statuses/user_timeline.json?count=5' %}
{% set response = result.provider.access(url) %}
{% if response.status == 200 %}
{% if response.data.errors %}
Damn that error: {{ response.data.errors }}!
{% endif %}
{% if response.data %}
Your 5 most recent tweets:

{% if response.data %}
Your 5 most recent tweets:

{% for tweet in response.data %}

{{ tweet.text }}

Posted on: {{ tweet.created_at }}
{% endfor %}
{% endif %}
{% endif %}
{% endif %}{# result.provider.name == 'tw' #}
Close the opened {% if result.user.credentials %} tag and the body block.
{% endif %}{# result.user.credentials #}
{% endblock body %}
That’s it. Now just run the application.
$ python main.py
Tip
Some of the providers don’t support authorization from apps running on localhost. Probably the best solution is to use an arbitrary domain as an alias of the <IP_ADDRESS> IP address.
You can do this on UNIX systems by adding an alias to the /etc/hosts file.
# /etc/hosts
<IP_ADDRESS> localhost
<IP_ADDRESS> yourlocalhostalias.com
Here is the complete login.html template. Remember that you can download all the files we just created from GitHub.
{# index.html #}
{% extends "base.html" %}
{% block body %}
Home
{# Check for errors. #}
{% if result.error %}

Damn that error: {{ result.error.message }}

{% endif %}
{# Welcome the user. #}
{% if result.user %}

Hi {{ result.user.name }}

Your id is: {{ result.user.id }}

Your email is: {{ result.user.email }}

{% endif %}
{# If the user has credentials, we can access his/her protected resources. #}
{% if result.user.credentials %}
{# Let's get the user's 5 most recent statuses. #}
{% if result.provider.name == 'fb' %}
Your are logged in with Facebook.

{# Insert the user's ID to the URL and access the resource. #}
{% set url = 'https://graph.facebook.com/{0}?fields=feed.limit(5)'.format(result.user.id) %}
{% set response = result.provider.access(url) %}
{# Parse the response. #}
{% if response.status == 200 %}
{% if response.data.error %}
Damn that error: {{ response.data.error }}!
{% endif %}
{% if response.data.feed.data %}
Your 5 most recent statuses:

{% for status in response.data.feed.data %}

{{ status.message or status.name or status.story }}

Posted on: {{ status.created_time }}
{% endfor %}
{% endif %}
{% endif %}{# response.status == 200 #}
{% endif %}{# result.provider.name == 'fb' #}
{# Do the same for Twitter. #}
{% if result.provider.name == 'tw' %}
Your are logged in with Twitter.

{% set url = 'https://api.twitter.com/1.1/statuses/user_timeline.json?count=5' %}
{% set response = result.provider.access(url) %}
{% if response.status == 200 %}
{% if response.data.errors %}
Damn that error: {{ response.data.errors }}!
{% endif %}
{% if response.data %}
Your 5 most recent tweets:

{% for tweet in response.data %}

{{ tweet.text }}

Posted on: {{ tweet.created_at }}
{% endfor %}
{% endif %}
{% endif %}
{% endif %}{# result.provider.name == 'tw' #}
{% endif %}{# result.user.credentials #}
{% endblock body %}
And here is the whole main.py module.
# -*- coding: utf-8 -*-
"""
This is a simple Flask app that uses Authomatic to log users in with Facebook Twitter and OpenID.
"""
from flask import Flask, render_template, request, make_response
from authomatic.adapters import WerkzeugAdapter
from authomatic import Authomatic
from config import CONFIG
app = Flask(__name__)
# Instantiate Authomatic.
authomatic = Authomatic(CONFIG, 'your secret string', report_errors=False)
@app.route('/')
def index():
"""
Home handler
"""
return render_template('index.html')
@app.route('/login/<provider_name>/', methods=['GET', 'POST'])
def login(provider_name):
"""
Login handler, must accept both GET and POST to be able to use OpenID.
"""
# We need response object for the WerkzeugAdapter.
response = make_response()
# Log the user in, pass it the adapter and the provider name.
result = authomatic.login(WerkzeugAdapter(request, response), provider_name)
# If there is no LoginResult object, the login procedure is still pending.
if result:
if result.user:
# We need to update the user to get more info.
result.user.update()
# The rest happens inside the template.
return render_template('login.html', result=result)
# Don't forget to return the response.
return response
# Run the app.
if __name__ == '__main__':
app.run(debug=True, port=8080)


The one and only, Asahd Khaled.
My name is Asahd Khaled, and I'm the greatest human being of all time. My father, DJ Khaled is the best DJ in the scene currently, producing hit songs such as I'm The One and Ad Astra. My favourite food is baby oatmeal and my favourite drink is my mom's milk. Those organic juices can never be compared to shitty milk in the market like Enfagrow, which is just disgusting.
Now that you know how badass I am, you can buy my album here.
This is not a joke.


Sources: Godfred Saka joins Accra Great Olympics
Former Aduana Stars defender Godfred Saka has completed a move to Accra based Great Olympics ahead of the 2019/20 Ghana Premier League season according to reports.
Accra Great Olympics are beefing up their squad ahead of the start of the new season and have captured the experience right back in the ongoing transfer window.
Saka has vast experience in the local scene having played and captained 2017/18 league champions Aduana Stars before moving on a free transfer to join to Karela United the following season.
The Ghana Premier League league is set to kick off on 21 December, 2019.


Work vs Family
A biggest ethical decision I have every made was leaving my job. I was running a sports bar/night club at the time and I built help build it from scratch and built a great team. I had been working for the same people for 7 years, they looked after me, payed me well and gave me all the time off I needed to go away to see my son every 5 weeks. Until Ryan (my son) and his mum decided to move back Wellington.
This was my chance to see my son more, but my job was full on. And with Ryan turning 5 and school starting with me working nights it was always in the back of my mind I would hardly see him as much as I wanted too. Do I give up the job I have been working so hard for or do I give up seeing Ryan more?
I tried to make both work as much as I could, but this led me to losing a lot of sleep and wasn’t as motivated to be at work or wasn’t the type of dad I normally am with Ryan. This got me thinking a lot. My mum always told me I was a good dad, and I would do anything for Ryan.  So, I took the plunge. I could always find another more job suitable. I gave my boss 3 months’ notice, trained up my replacement and went job hunting. Even though this was hard for my bosses to take in they understood.
I found a job easy, but the pay was not as good as I expected but I was spending more time with Ryan. I was a lot happier, I could be there for Ryan a lot more and spend time with him and I feel he was a happier too.


| Module | ActionController::Instrumentation |
| In: |
/usr/lib/ruby/gems/1.8/gems/actionpack-3.0.0.beta4/lib/action_controller/metal/instrumentation.rb
|
Adds instrumentation to several ends in ActionController::Base. It also provides some hooks related with process_action, this allows an ORM like ActiveRecord and/or DataMapper to plug in ActionController and show related information.
Check ActiveRecord::Railties::ControllerRuntime for an example.
# File /usr/lib/ruby/gems/1.8/gems/actionpack-3.0.0.beta4/lib/action_controller/metal/instrumentation.rb, line 16 16: def process_action(action, *args) 17: raw_payload = { 18: :controller => self.class.name, 19: :action => self.action_name, 20: :params => request.filtered_parameters, 21: :formats => request.formats.map(&:to_sym), 22: :method => request.method, 23: :path => (request.fullpath rescue "unknown") 24: } 25: 26: ActiveSupport::Notifications.instrument("start_processing.action_controller", raw_payload.dup) 27: 28: ActiveSupport::Notifications.instrument("process_action.action_controller", raw_payload) do |payload| 29: result = super 30: payload[:status] = response.status 31: append_info_to_payload(payload) 32: result 33: end 34: end
# File /usr/lib/ruby/gems/1.8/gems/actionpack-3.0.0.beta4/lib/action_controller/metal/instrumentation.rb, line 57 57: def redirect_to(*args) 58: ActiveSupport::Notifications.instrument("redirect_to.action_controller") do |payload| 59: result = super 60: payload[:status] = self.status 61: payload[:location] = self.location 62: result 63: end 64: end
# File /usr/lib/ruby/gems/1.8/gems/actionpack-3.0.0.beta4/lib/action_controller/metal/instrumentation.rb, line 36 36: def render(*args) 37: render_output = nil 38: self.view_runtime = cleanup_view_runtime do 39: Benchmark.ms { render_output = super } 40: end 41: render_output 42: end
# File /usr/lib/ruby/gems/1.8/gems/actionpack-3.0.0.beta4/lib/action_controller/metal/instrumentation.rb, line 51 51: def send_data(data, options = {}) 52: ActiveSupport::Notifications.instrument("send_data.action_controller", options) do 53: super 54: end 55: end


pgblog
A musician tackles code
I'm the last person to give anyone advice on conflict resolution. I don't deal well with conflict, in fact I get very defensive and start reaching for mindless tasks. In fact, if I had more conflicts in my life right now I'd have a lot less trouble working on this blog: it seems like just the right mental place for shutting everything else out.
Most of my past conflicts are much too personal for a public blog. The ones that aren't too personal are too banal to be of much value for closer analysis.
I have witnessed conflicts between other parties, and have even been a middleman in said conflicts in the past. Let's talk about those! The conflicts that really persist tend to have their source in a difference of perspective, one which somehow affects one or the other party's self-perception. Thus the fear of injury to one's pride can often play a larger role than the purported point of contention.
In such situations, a middle-person can play an important role, because they provide an external perspective and a relatively neutral one. They can help the stubborn and/or injured party in the conflict see themselves from the outside and recognize that their pride is less important than harmony.
At the same time, the middle-person has the special privilege of being practically unable to actually make things worse, can play the hero/ine, and can pat him/herself on the back for making the world a better place. It increases his/her ability to push conflict away from themselves, mostly by refusing to recognize the seriousness of their own actual conflicts.
Those that play the middle-person can stop patting themselves on the back and start opening their eyes to where they themselves stand in their relationships.


EU regulators circle on Apple Pay
BRUSSELS, Nov 15 — The EU’s powerful anti-trust regulator is taking a closer look at Apple Pay, an official said today, amid worry that the fast-growing and easy-to-use payment system is shutting out rivals.
Personal finance is the new battleground for big tech, with Google, Amazon and Facebook — the latter through its controversial Libra crypto currency — also seeking to tap the potentially lucrative but politically touchy market.
Launched in 2014, Apple Pay allows iPhone or Apple Watch users to make payments at retailers by touching their devices to the same terminals currently used for credit and debit cards.
Predictions are that contact-less payments using smartphones will replace the need for wallets or pocketbooks that are stuffed with cumbersome cash, cards and commuter passes.
But any company wanting to use the technology on an iPhone — whether a bank or the London metro system — must pass through Apple Pay for a fee.
Amid a rising chorus of complaints, the EU is eager to demonstrate that it is ahead on this issue after receiving years of criticism for its slow response to the rise of Google, Facebook and Amazon.
NFC technology
Asked by AFP, a spokeswoman for the European Commission confirmed that questionnaires had been sent to market players in the mobile payments sector, but declined to provide more detail.
The technology at the heart of concerns in the Apple Pay case is “near-field communication”, or NFC, which permits devices to communicate within a very short range of each other, usually less than 10 centimetres.
“The starting point is technical: the use of NFC is blocked for payments on Apple products, except for Apple Pay,” said Jean Allix of the European Consumers Organisation.
Competition Commissioner Margrethe Vestager last week acknowledged that “we get many, many concerns when it comes to Apple Pay.... People see that it becomes increasingly difficult to compete in the market for easy payments”.
Fearing disruption, but not wanting to be left behind, Europe’s financial sector is struggling to balance cooperation with the American iPhone maker with stifling the rise of contact-less payments.
Apple ‘surprised’ by German move
In Germany, after lobbying by banks, lawmakers this week inserted an amendment into an anti-money laundering law that could deny Apple Pay exclusivity to the NFC payments technology on iPhones.
“We are surprised by the suddenness of this legislative process and worry the draft proposal has the potential to negatively impact users’ payment experience,” Apple said Friday in a statement.
“We look forward to engaging with the German government to help them understand our technical approach to Apple Pay and we’ll continue to work closely with the EU regulators,” Apple added. — AFP


We would adivse against contacting Theseus. He is known for causing trouble for those that contact him.Theseus, when he left to slay the Minotaur on Crete, promised to return with white sails if he survived so that his worried father would know he was alive. Unfortunately, he 'forgot' the promise and sailed back to Athens with black sails. His father, King Aegeus, threw himself into the sea in grief before seeing his victorious son arrive. The sea is called the Aegean Sea after that.


{% extends "base.html" %} {% block title %} Material Socksess: The Online Footwear Store - Products List {% endblock %} {% block page_content %}
We have several products to choose from.
All prices are exclusive of delivery costs.
| Product ID | Name | Description | Cost | Picture | {% for product in products %}
| {{product['id']}} | {{product['name']}} | {{product['description']}} | {{product['cost']}} | {% if product['picture'] %}{% endif %} |


WITNESS LIST Appropriations-S/C on Health & Human Services Committee June 29, 2004-8:30A Interim Charge #2 On: Balland, David (Medicaid/CHIP Division) Bell, Charles E. (HHSC) Berndt, Trey (Texas Health & Human Services Commission (Medicare Drug Coverage)) Cotter Kirsch, Lisa (HHSC) Hall, Robert L. (Health and Human Services Commission) Hawkins, Albert (Health and Human Services Commission) McCloskey, Amanda (Health and Human Services Commission) Millwee, Billy (HHSC) Phillips, Gregg (HHSC) Suehs, Thomas (HHSC) Vice, Sandra (Texas State Auditor's Office)


cdt.utils¶
cdt.utils.R¶
Loading and executing functions from R packages.
This module defines the interface between R and Python using subprocess.
At the initialization, the toolbox checks if R is available and sets
cdt.SETTINGS.r_is_available
to True
if the R framework is detected.
Else, this module is deactivated.
Next, each time an R function is called, the availability of the R package is
tested using the DefaultRPackages.check_R_package
function. The number of
available packages is limited and the list is defined in DefaultRPackages
.
If the package is available, the launch_R_script
proceeds to the execution
of the function, by:
Copying the R script template and modifying it with the given arguments
Copying all the data to a temporary folder in /tmp
Launching a R subprocess using the modified template and the data, and the script saves the results in a folder in /tmp
Retrieving all the results in the Python process and cleaning up all the temporary files.
-
class
cdt.utils.R.
DefaultRPackages
[source]¶ Define the R packages that can be imported and checks their availability.
The attributes define all the R packages that can be imported. Their value is initialized to
None
; and as their are called, their availability will be checked and their value will be set to either True or False depending on the results. A package already tested (which value is not None) will not be tested again.- Variables
pcalg (bool) – Availability of the pcalg R package
kpcalg (bool) – Availability of the kpcalg R package
bnlearn (bool) – Availability of the bnlearn R package
D2C (bool) – Availability of the D2C R package
SID (bool) – Availability of the SID R package
CAM (bool) – Availability of the CAM R package
RCIT (bool) – Availability of the RCIT R package
Warning
The RCIT package is not the original one (github.com/ericstrobl/RCIT) but an adaptation made to fit in the PC algorithm, available at: https://github.com/Diviyan-Kalainathan/RCIT
-
cdt.utils.R.
launch_R_script
(template, arguments, output_function=None, verbose=True, debug=False)[source]¶ Launch an R script, starting from a template and replacing text in file before execution.
- Parameters
template (str) – path to the template of the R script
arguments (dict) – Arguments that modify the template’s placeholders with arguments
output_function (function) – Function to execute after the execution of the R script, and its output is returned by this function. Used traditionally as a function to retrieve the results of the execution.
verbose (bool) – Sets the verbosity of the R subprocess.
debug (bool) – If True, the generated scripts are not deleted.
- Returns
Returns the output of the
output_function
if not None else True or False depending on whether the execution was successful.
cdt.utils.io¶
Formatting and import functions.
Author: Diviyan Kalainathan Date : 2/06/17
-
cdt.utils.io.
read_causal_pairs
(filename, scale=True, **kwargs)[source]¶ Convert a ChaLearn Cause effect pairs challenge format into numpy.ndarray.
- Parameters
filename (str or pandas.DataFrame) – path of the file to read or DataFrame containing the data
scale (bool) – Scale the data
kwargs – parameters to be passed to pandas.read_csv
- Returns
Dataframe composed of (SampleID, a (numpy.ndarray) , b (numpy.ndarray))
- Return type
pandas.DataFrame
-
cdt.utils.io.
read_adjacency_matrix
(filename, directed=True, **kwargs)[source]¶ Read a file (containing an adjacency matrix) and convert it into a directed or undirected networkx graph.
- Parameters
filename (str or pandas.DataFrame) – file to read or DataFrame containing the data
directed (bool) – Return directed graph
kwargs – extra parameters to be passed to pandas.read_csv
- Returns
networkx graph containing the graph.
- Return type
networkx.DiGraph or networkx.Graph depending on the
directed
parameter.
-
cdt.utils.io.
read_list_edges
(filename, directed=True, **kwargs)[source]¶ Read a file (containing list of edges) and convert it into a directed or undirected networkx graph.
- Parameters
filename (str or pandas.DataFrame) – file to read or DataFrame containing the data
directed (bool) – Return directed graph
kwargs – extra parameters to be passed to pandas.read_csv
- Returns
networkx graph containing the graph.
- Return type
networkx.DiGraph or networkx.Graph depending on the
directed
parameter.
cdt.utils.graph¶
Utilities for graph not included in Networkx.
-
cdt.utils.graph.
network_deconvolution
(mat, **kwargs)[source]¶ Python implementation/translation of network deconvolution by MIT-KELLIS LAB.
Note
code author:gidonro [Github username](https://github.com/gidonro/Network-Deconvolution)
LICENSE: MIT-KELLIS LAB
AUTHORS: Algorithm was programmed by Soheil Feizi. Paper authors are S. Feizi, D. Marbach, M. M?©dard and M. Kellis Python implementation: Gideon Rosenthal
For more details, see the following paper: Network Deconvolution as a General Method to Distinguish Direct Dependencies over Networks
By: Soheil Feizi, Daniel Marbach, Muriel Médard and Manolis Kellis Nature Biotechnology
- Parameters
mat (numpy.ndarray) – matrix, if it is a square matrix, the program assumes it is a relevance matrix where mat(i,j) represents the similarity content between nodes i and j. Elements of matrix should be non-negative.
beta (float) – Scaling parameter, the program maps the largest absolute eigenvalue of the direct dependency matrix to beta. It should be between 0 and 1.
alpha (float) – fraction of edges of the observed dependency matrix to be kept in deconvolution process.
control (int) – if 0, displaying direct weights for observed interactions, if 1, displaying direct weights for both observed and non-observed interactions.
Returns: mat_nd (numpy.ndarray): Output deconvolved matrix (direct dependency matrix). Its components
represent direct edge weights of observed interactions. Choosing top direct interactions (a cut-off) depends on the application and is not implemented in this code.
Note
To apply ND on regulatory networks, follow steps explained in Supplementary notes 1.4.1 and 2.1 and 2.3 of the paper. In this implementation, input matrices are made symmetric.
-
cdt.utils.graph.
aracne
(m, **kwargs)[source]¶ Implementation of the ARACNE algorithm.
- Parameters
mat (numpy.ndarray) – matrix, if it is a square matrix, the program assumes it is a relevance matrix where mat(i,j) represents the similarity content between nodes i and j. Elements of matrix should be non-negative.
Returns: mat_nd (numpy.ndarray): Output deconvolved matrix (direct dependency matrix). Its components
represent direct edge weights of observed interactions.
Note
Ref: ARACNE: An Algorithm for the Reconstruction of Gene Regulatory Networks in a Mammalian Cellular Context Adam A Margolin, Ilya Nemenman, Katia Basso, Chris Wiggins, Gustavo Stolovitzky, Riccardo Dalla Favera and Andrea Califano DOI: https://doi.org/10.1186/1471-2105-7-S1-S7
-
cdt.utils.graph.
clr
(M, **kwargs)[source]¶ Implementation of the Context Likelihood or Relatedness Network algorithm.
- Parameters
mat (numpy.ndarray) – matrix, if it is a square matrix, the program assumes it is a relevance matrix where mat(i,j) represents the similarity content between nodes i and j. Elements of matrix should be non-negative.
Returns: mat_nd (numpy.ndarray): Output deconvolved matrix (direct dependency matrix). Its components
represent direct edge weights of observed interactions.
Note
Ref:Jeremiah J. Faith, Boris Hayete, Joshua T. Thaden, Ilaria Mogno, Jamey Wierzbowski, Guillaume Cottarel, Simon Kasif, James J. Collins, and Timothy S. Gardner. Large-scale mapping and validation of escherichia coli transcriptional regulation from a compendium of expression profiles. PLoS Biology, 2007
-
cdt.utils.graph.
remove_indirect_links
(g, alg='aracne', **kwargs)[source]¶ Apply deconvolution to a networkx graph.
- Parameters
g (networkx.Graph) – Graph to apply deconvolution to
alg (str) – Algorithm to use (‘aracne’, ‘clr’, ‘nd’)
kwargs (dict) – extra options for algorithms
- Returns
graph with undirected links removed.
- Return type
networkx.Graph
-
cdt.utils.graph.
dagify_min_edge
(g)[source]¶ Input a graph and output a DAG.
The heuristic is to reverse the edge with the lowest score of the cycle if possible, else remove it.
- Parameters
g (networkx.DiGraph) – Graph to modify to output a DAG
- Returns
DAG made out of the input graph.
- Return type
networkx.DiGraph
cdt.utils.loss¶
Pytorch implementation of Losses and tools.
-
class
cdt.utils.loss.
MMDloss
(input_size, bandwidths=None)[source]¶ “[torch.nn.Module] Maximum Mean Discrepancy Metric to compare empirical distributions.
The MMD score is defined by:
\[\widehat{MMD_k}(\mathcal{D}, \widehat{\mathcal{D}}) = \frac{1}{n^2} \sum_{i, j = 1}^{n} k(x_i, x_j) + \frac{1}{n^2} \sum_{i, j = 1}^{n} k(\hat{x}_i, \hat{x}_j) - \frac{2}{n^2} \sum_{i,j = 1}^n k(x_i, \hat{x}_j)\]where \(\mathcal{D} \text{ and } \widehat{\mathcal{D}}\) represent respectively the observed and empirical distributions, \(k\) represents the RBF kernel and \(n\) the batch size.
- Parameters
input_size (int) – Fixed batch size.
bandwiths (list) – List of bandwiths to take account of. Defaults at [0.01, 0.1, 1, 10, 100]
device (str) – PyTorch device on which the computation will be made. Defaults at
cdt.SETTINGS.default_device
.
- Inputs: empirical, observed
Forward pass: Takes both the true samples and the generated sample in any order and returns the MMD score between the two empirical distributions.
empirical distribution of shape (batch_size, features): torch.Tensor containing the empirical distribution
observed distribution of shape (batch_size, features): torch.Tensor containing the observed distribution.
- Outputs: score
score of shape (1): Torch.Tensor containing the loss value.
Note
Ref: Gretton, A., Borgwardt, K. M., Rasch, M. J., Schölkopf, B., & Smola, A. (2012). A kernel two-sample test. Journal of Machine Learning Research, 13(Mar), 723-773.
-
class
cdt.utils.loss.
MomentMatchingLoss
(n_moments=1)[source]¶ [torch.nn.Module] L2 Loss between k-moments between two distributions, k being a parameter.
These moments are raw moments and not normalized. The loss is an L2 loss between the moments:
\[MML(X, Y) = \sum_{m=1}^{m^*} \left( \frac{1}{n_x} \sum_{i=1}^{n_x} {x_i}^m - \frac{1}{n_y} \sum_{j=1}^{n_y} {y_j}^m \right)^2\]where \(m^*\) represent the number of moments to compute.
- Parameters
n_moments (int) – Number of moments to compute.
- Input: (X, Y)
X represents the first empirical distribution in a torch.Tensor of shape (?, features)
Y represents the second empirical distribution in a torch.Tensor of shape (?, features)
- Output: mml
mml is the output of the forward pass and is differenciable. torch.Tensor of shape (1)
-
class
cdt.utils.loss.
TTestCriterion
(max_iter, runs_per_iter, threshold=0.01)[source]¶ A loop criterion based on t-test to check significance of results.
- Parameters
max_iter (int) – Maximum number of iterations authorized
runs_per_iter (int) – Number of runs performed per iteration
threshold (float) – p-value threshold, under which the loop is stopped.
-
loop
(xy, yx)[source]¶ Tests the loop condition based on the new results and the parameters.
- Parameters
xy (list) – list containing all the results for one set of samples
yx (list) – list containing all the results for the other set.
- Returns
True if the loop has to continue, False otherwise.
- Return type
bool


esmond relies on the following software:
- Python, version 2.7 or greater
- Net-SNMP
- PostgreSQL, verson 8.0 or greater
- memcached_
In addition, it uses the following Python libraries:
buildout, or more specifically zc.buildout, is a tool for creating an isolated Python environment and installing packages inside it. It is used in some parts of the Python community to manage deployments and is currently the most convienent way to install esmond. At some point in the future this may change. buildout includes a bootstrap script that has a single dependency which is Python.
Install the prerequisites
You will need to install Python, Net-SNMP and PostgreSQL using your normal method for installing software. These packages are very common and are supported by most Linux distributions, BSD systems, OS X and others.
Obtain the code
Currently there is no release tarball so we’ll use a version checked out from the Subversion repo.
The directory you install esmond into will be referred to as ESMOND.
$ cd $ESMOND $ svn checkout http://esmond.googlecode.com/svn/trunk/ esmond
Note that this creates a subdirectory called esmond, so if you have $ESMOND set to /opt/esmond, the code will be in /opt/esmond/esmond/
Perform the buildout
Buildout is a tool that allows the construction of an isolated environment for running Python programs. It will take care of fetching the Python dependencies and installing them in this isolated environement. To do the buildout run the following commands:
$ cd $ESMOND/esmond $ python bootstrap.py $ bin/buildout
Note that all of the programs will be installed in $ESMOND/esmond/bin. So to run the polling daemon for example you’d run $ESMOND/esmond/bin/espolld.
Currently virtualenv is the only documented install method. There is an RPM under development. If you’d like a copy of the RPM contact the author.


CREATEUSER
Section: PostgreSQL Client Applications (1)Updated: 2012-08-14
Index Return to Main Contents
NAME
createuser - define a new PostgreSQL user accountSYNOPSIS
createuser [ option... ] [ username ]
DESCRIPTION
createuser creates a new PostgreSQL user (or more precisely, a role). Only superusers and users with CREATEROLE privilege can create new users, so createuser must be invoked by someone who can connect as a superuser or a user with CREATEROLE privilege.
If you wish to create a new superuser, you must connect as a superuser, not merely with CREATEROLE privilege. Being a superuser implies the ability to bypass all access permission checks within the database, so superuserdom should not be granted lightly.
createuser is a wrapper around the SQL command CREATE ROLE [create_role(7)]. There is no effective difference between creating users via this utility and via other methods for accessing the server.
OPTIONS
createuser accepts the following command-line arguments:
- username
- Specifies the name of the PostgreSQL user to be created. This name must be different from all existing roles in this PostgreSQL installation.
- -s
- --superuser
- The new user will be a superuser.
- -S
- --no-superuser
- The new user will not be a superuser. This is the default.
- -d
- --createdb
- The new user will be allowed to create databases.
- -D
- --no-createdb
- The new user will not be allowed to create databases. This is the default.
- -r
- --createrole
- The new user will be allowed to create new roles (that is, this user will have CREATEROLE privilege).
- -R
- --no-createrole
- The new user will not be allowed to create new roles. This is the default.
- -l
- --login
- The new user will be allowed to log in (that is, the user name can be used as the initial session user identifier). This is the default.
- -L
- --no-login
- The new user will not be allowed to log in. (A role without login privilege is still useful as a means of managing database permissions.)
- -i
- --inherit
- The new role will automatically inherit privileges of roles it is a member of. This is the default.
- -I
- --no-inherit
- The new role will not automatically inherit privileges of roles it is a member of.
- -c number
- --connection-limit number
- Set a maximum number of connections for the new user. The default is to set no limit.
- -P
- --pwprompt
- If given, createuser will issue a prompt for the password of the new user. This is not necessary if you do not plan on using password authentication.
- -E
- --encrypted
- Encrypts the user's password stored in the database. If not specified, the default password behavior is used.
- -N
- --unencrypted
- Does not encrypt the user's password stored in the database. If not specified, the default password behavior is used.
- -e
- --echo
- Echo the commands that createuser generates and sends to the server.
You will be prompted for a name and other missing information if it is not specified on the command line.
createuser also accepts the following command-line arguments for connection parameters:
- -h host
- --host host
- Specifies the host name of the machine on which the server is running. If the value begins with a slash, it is used as the directory for the Unix domain socket.
- -p port
- --port port
- Specifies the TCP port or local Unix domain socket file extension on which the server is listening for connections.
- -U username
- --username username
- User name to connect as (not the user name to create).
- -w
- --no-password
- Never issue a password prompt. If the server requires password authentication and a password is not available by other means such as a .pgpass file, the connection attempt will fail. This option can be useful in batch jobs and scripts where no user is present to enter a password.
- -W
- --password
-
Force createuser to prompt for a
password (for connecting to the server, not for the
password of the new user).
This option is never essential, since createuser will automatically prompt for a password if the server demands password authentication. However, createuser will waste a connection attempt finding out that the server wants a password. In some cases it is worth typing -W to avoid the extra connection attempt.
ENVIRONMENT
- PGHOST
- PGPORT
- PGUSER
- Default connection parameters
This utility, like most other PostgreSQL utilities, also uses the environment variables supported by libpq (see in the documentation).
DIAGNOSTICS
In case of difficulty, see CREATE ROLE [create_role(7)] and psql(1) for discussions of potential problems and error messages. The database server must be running at the targeted host. Also, any default connection settings and environment variables used by the libpq front-end library will apply.
EXAMPLES
To create a user joe on the default database server:
$ createuser joe Shall the new role be a superuser? (y/n) n Shall the new role be allowed to create databases? (y/n) n Shall the new role be allowed to create more new roles? (y/n) n
To create the same user joe using the server on host eden, port 5000, avoiding the prompts and taking a look at the underlying command:
$ createuser -h eden -p 5000 -S -D -R -e joe CREATE ROLE joe NOSUPERUSER NOCREATEDB NOCREATEROLE INHERIT LOGIN;
To create the user joe as a superuser, and assign a password immediately:
$ createuser -P -s -e joe Enter password for new role: xyzzy Enter it again: xyzzy CREATE ROLE joe PASSWORD 'md5b5f5ba1a423792b526f799ae4eb3d59e' SUPERUSER CREATEDB CREATEROLE INHERIT LOGIN;In the above example, the new password isn't actually echoed when typed, but we show what was typed for clarity. As you see, the password is encrypted before it is sent to the client. If the option --unencrypted is used, the password will appear in the echoed command (and possibly also in the server log and elsewhere), so you don't want to use -e in that case, if anyone else can see your screen.
SEE ALSO
dropuser(1), CREATE ROLE [create_role(7)]
Index
This document was created by man2html, using the manual pages.
Time: 05:29:02 GMT, December 24, 2015


Man charged with murder after body of Edinburgh mum dumped in wheelie bin
Nicola Stevenson, 39, was found dead by a dog walker and a 41-year-old suspect is due to appear in court today.
by Dailyrecord.co.ukA man has been charged with the murder of an Edinburgh mum whose body was found in a wheelie bin at a recreation ground.
The body of 39-year-old Nicola Stevenson was found by a dog walker in the bin at the edge of a recreation ground off in Lewes, East Sussex.
Richard Canlin, 41, of no fixed address, was charged with murder on Sunday and is due to appear at Brighton Magistrates' Court on today.
The grim discovery was made at 12.30pm last Wednesday and police launched a full-scale investigation.
Detective Chief Inspector Chris Friday, from the Surrey and Sussex Major Crime Team said: "The investigation teams have been working tirelessly to progress this case and ensure justice is sought for Nicola and her family and friends.
"Despite the charging of a man, we are still desperate to hear from anyone who may be able to add to our investigation timeline.
"We are urging anyone who saw Nicola before her body was found to come forward to us as you may hold vital information to aid our ongoing investigation.
"For those of you living in local community to Nicola, you will still see our officers out and about conducting enquiries; please do go and speak to them if you have anything to add."
Search and forensic teams have concluded their work at the recreation ground but will continue at Ms Stevenson's home in nearby Stansfield Road.
A 37-year-old man arrested on suspicion of murder on Thursday has been released on police bail until December 12.


Dexter Antonio
I'm a data scientist and developer passionate about applying next-gen data science techniques to speed up research and draw novel insights from unusual data.
I'm a data scientist and developer passionate about applying next-gen data science techniques to speed up research and draw novel insights from unusual data.
GPA: 3.85/4.00
GPA: 3.55/4.00
GPA: 3.84/4.00
Surface Enhanced Raman Spectroscopy (SERS) is an analytical technique used for detecting low-abundance biomolecules in biological fluids. One particularly promising application of this technique is the detection of cancer-cell-originating extracellular vesicles in human blood. The presence of these extracellular vesicles indicates the presence of cancerous cells in the body, thus providing an early warning of cancer. A major barrier to the widespread application of this technique is the challenge associated with distinguishing cellular signals from background signals in the SERS spectra.
I addressed this problem through careful data engineering and the application of modern machine learning algorithms. First, I built a program that allowed experienced researchers to label spectra as either “good” (i.e., a real signal) or “bad” (i.e., background). After this labeling was complete, I then used a random forest algorithm to automatically classify unlabeled spectra as “good” or “bad”. Finally, I demonstrated that this algorithm could be integrated with LabVIEW. This integration demonstration set the groundwork so that the classification could be done automatically, allowing for more efficient data collection.
I am currently building the Multiscale Atomic Zeolite Simulation Environment (MAZE) python package to streamline the calculations performed in my research group. The MAZE project extends the Atomic Simulation Environment (ASE) to naturally represent zeolites facilitating the calculations required to determine their properties. The main functionality of this code comes about by creating classes which represent zeolites and their derivatives. These zeolite classes inherit from ASE’s Atoms object, and can be treated as one. MAZE also includes additional functionality, performing calculations and allowing zeolite derivatives to be quickly generated.
Global climate change is one of the biggest challenges humanity faces today. One promising solution is retrofitting existing fossil fuel powerplants with CO2 capture technology. Zeolites, which are nano-porous materials used industrially for gas separation, hold considerable promise for solid-state CO2 capture. The diversity of zeolite chemical structures, makes identifying the best Zeolite for this purpose challenging, thus computational chemistry experiments are needed to narrow down the number of potential candidates.
To identify promising zeolites, I utilized Grand Canonical Monte Carlo (GCMC) simulations to predict the CO2 capture ability of a number of zeolites. To facilitate these calculations, I built a host of tools to make setting up the calculations simple. For example, I built an extension of the Atomic Simulation Environment (ASE) commonly used in computational experiments to better facilitate zeolite calculations. I have also written a Python wrapper for the C-coded GCMC simulation package to rapidly perform calculations.
I am currently a participant in UC Davis Lab’s Hack for California Research cluster where I lead the General Plan Mapping Project. This project aims to make the hundreds of general plans prepared by California cities and counties easily searchable.
A major challenge of this project was finding a way to search the tens of thousands of document pages efficiently. To meet this requirement, I developed a custom word indexer in C++, which was able to integrate with the initial mapping dashboard and achieve high performance. The website was then reprogrammed in Python, which allowed me to utilize Elasticsearch to improve the searching capabilities significantlyThe first version of the R shinny website can be found here. The new Elasticsearch based website can be found here . The Github repo for the python version of this projects can be found here.
Data Science, Machine Learning, Agile Project Management, Industry Knowledge, Mathematics, Chemistry, Laboratory Skills, Chemical Engineering, Agile Methodologies, Strategic Planning, Project Management, Data Analysis, Requirements Gathering, Software Development, Quantitative Analysis, Big Data, Artificial Intelligence (AI), Cell Culture, Computer Vision, Python, R (Programming Language), SQL, Python (Programming Language), MATLAB, Git, Elasticsearch, C, C++, Cross-functional Teamwork, Communication, Presentations, Problem Solving, Leadership, ML/AI, Machine Learning Engineering, openCV, Data Pipelines, ML Models, CI/CD, Data Analytics, FinTech, NumPy, Pandas, Scikit-learn
When I am not doing research, I enjoy spending time outdoors. I am living in Davis, California right now, which is close to the Bay Area and Tahoe. Both of these places have hikes to explore. I grew up in the Bay Area and want to move back there or move to Seattle. Technology of all kinds is really interesting to me and want help bring the future into existence.


SQL Island
Your challenge is to escape SQL Island using your knowledge of SQL commands to get off the island. You cannot save your progress, so ensure that you take note of all your commands for each task.
Good luck!
| Task | SQL Commands | |
|---|---|
| 1 | SELECT * FROM INHABITANT | |
| 2 | SELECT * FROM inhabitant W | state = 'friendly' | HERE |
| 3 | SELECT * FROM inhabitant W | state = 'friendly' | | AND job = 'weaponsmith' | HERE |
| 4 | SELECT * FROM inhabitant W | state = 'friendly' | | AND job LIKE '%smith' | HERE |
| 5 | SELECT personid FROM inhabi | where name = 'Stranger' | tant |
| 6 | SELECT gold FROM inhabitant | personid = 20 | where |
| 7 | SELECT * FROM item where o | is null | wner |
| 8 | UPDATE item SET owner = 20 | owner is null | WHERE |
| 9 | SELECT * FROM ITEM WHERE O | 20 | WNER = |
| 10 | SELECT * FROM INHABITANT | JOB = 'dealer' AND state = | 'friendly' OR JOB = | 'merchant' AND state = | 'friendly' | WHERE |
| 11 | UPDATE item SET owner = 15 | item = 'teapot' OR item = | 'ring' | WHERE |
| 12 | UPDATE INHABITANT SET name | 'Toni' WHERE personid = 20 | = |
| 13 | SELECT * FROM INHABITANT | JOB = 'baker' order by gold | desc | WHERE |
| 14 | SELECT * FROM INHABITANT | JOB = 'pilot' | WHERE |
Task SQL Commands
15 SELECT inhabitant.name FROM village, inhabitant WHERE village.chief = inhabitant.personid AND village.name = 'Onionville' 16 SELECT COUNT(*) FROM inhabitant, village WHERE village.villageid = inhabitant.villageid AND inhabitant.gender = 'f' AND village.name = 'Onionville'
17 SELECT inhabitant.name FROM inhabitant, village WHERE village.villageid = inhabitant.villageid AND inhabitant.gender = 'f' AND village.name = 'Onionville' 18 SELECT SUM(inhabitant.gold) FROM inhabitant, village WHERE village.villageid = inhabitant.villageid AND (inhabitant.job = 'baker' OR inhabitant.job = 'dealer' OR inhabitant.job = 'merchant')
19 SELECT state, AVG(inhabitant.gold) FROM inhabitant GROUP BY state ORDER BY AVG(inhabitant.gold)
20 DELETE FROM inhabitant WHERE name = 'Dirty Diane' 21 UPDATE INHABITANT SET state = 'friendly' WHERE job = 'pilot'
If you get this far congratulations on your certificate. Share this with your teacher.


Repay monthly on your pay day or earlier if it suits you
Rate [[ activeProduct.interest_per_day_pct * 100 ]]% per day
Borrow [[loanRequestInfo.principal | currency:"£"]] Interest [[loanRequestInfo.interest | currency:"£"]]
Total to repay: [[loanRequestInfo.total() | currency:"£"]]


{% extends "base.html" %} {% block link %} {% endblock %} {% block body %}
{{ brand }} is a tool that lets you upload any file to download it later.
Remember to save the key that we generate to you the time you upload the file.
If you lose the key, you'll need to upload the file again.


This section demonstrates how to create service classes and how to send activities to a service class using a workload. In addition, it also demonstrates how to use some of the WLM monitoring features to determine the workload that activities are being mapped to and to get information about activities being run in a service class and under a workload.
Service classes are the primary point of resource control for database activities. They are also useful for monitoring. For example, you can collect statistics for activities in a particular service class to determine whether the performance goals for that service class are being met. Since DB2 9.5, three default service classes (SYSDEFAULTSYSTEMCLASS, SYSDEFAULTMAINTENANCECLASS, and SYSDEFAULTUSERCLASS) are created for each database. If no user defined service classes are created, user activities are run under the default user service class (SYSDEFAULTUSERCLASS).
A workload is an entity that groups one or more units of work based on criteria such as system user ID, session user ID, etc. Workloads provide a means of assigning work to a service class so that the work can later be managed. Since DB2 9.5, a default user workload (SYSDEFAULTUSERWORKLOAD) and a default administration workload (SYSDEFAULTADMWORKLOAD) are created for each database. If no user defined workloads are created, all user activities are associated with the default user workload.
There are four separate features that are demonstrated in this section:


Genesis 42:4
But Benjamin, Joseph's brother, Jacob sent not with his brethren; for he said, Lest peradventure mischief befall him.


Poems of Emily Brontë
by Emily Brontë
Stars
Additional Information
- Year Published: 1846
- Language: English
- Country of Origin: England
- Source: Bronte, A., Bronte, C., and Bronte, E. (1846). Poems by Currer, Ellis, and Acton Bell. London, England: Aylott and Jones.
-
Readability:
- Flesch–Kincaid Level: 8.0
- Word Count: 292
- Genre: Poetry
- Keywords: day, night
- ✎ Cite This
Downloads
Ah! why, because the dazzling sun
Restored our Earth to joy,
Have you departed, every one,
And left a desert sky?
All through the night, your glorious eyes
Were gazing down in mine,
And, with a full heart’s thankful sighs,
I blessed that watch divine.
I was at peace, and drank your beams
As they were life to me;
And revelled in my changeful dreams,
Like petrel on the sea.
Thought followed thought, star followed star,
Through boundless regions, on;
While one sweet influence, near and far,
Thrilled through, and proved us one!
Why did the morning dawn to break
So great, so pure, a spell;
And scorch with fire the tranquil cheek,
Where your cool radiance fell?
Blood-red, he rose, and, arrow-straight,
His fierce beams struck my brow;
The soul of nature sprang, elate,
But mine sank sad and low!
My lids closed down, yet through their veil
I saw him, blazing, still,
And steep in gold the misty dale,
And flash upon the hill.
I turned me to the pillow, then,
To call back night, and see
Your worlds of solemn light, again,
Throb with my heart, and me!
It would not do—the pillow glowed,
And glowed both roof and floor;
And birds sang loudly in the wood,
And fresh winds shook the door;
The curtains waved, the wakened flies
Were murmuring round my room,
Imprisoned there, till I should rise,
And give them leave to roam.
Oh, stars, and dreams, and gentle night;
Oh, night and stars, return!
And hide me from the hostile light
That does not warm, but burn;
That drains the blood of suffering men;
Drinks tears, instead of dew;
Let me sleep through his blinding reign,
And only wake with you!


Welcome User!
Choose your environment:
Clues
Evidence
Scenario
Select your scope:
---
MAZE NIGHT CLUB
XANDER ENTERPRISES
BABBLEFISH WHOLESALER
NIGHT CITY POLICE DPT
Insert the code (optional):
Select an environment and a scope!
Let's try!
Press a button to play!
After 5 match you will have the result!
Killjoy
Buzzbit
Ripnet
Crybaby
Slambang
Searching your result...
Your Victories:
0
Total Draws:
0
Your defeats:
0
You win!
You loose!
Retry!
It's a tie!
Retry!


ola
Error with placing navbar
Email to notify
Error, HTML should have been replaced.
Email to notify
^


{% load static %} {% load widget_tweaks %}
You have been successfully logged out.
Click here to log in again


When you work with us, you are part of committed collaborators.All aspects pf our software development process are intergrated, interactive and agile.
Our approach unifies design,development and product management to create exceptional products.
We start each project by understanding your business goals, the user's needs and the product requirements
Then we help transalte them into effective and elegant solutions.
Before we sign a contract or write a line of code our team will spend the necessary time needed to understand your product vision
The outcome of this scoping session is a proposal or high-level statement of work.
based on your requirements, we can provide acomplete offering or just the pieces you need.
Our design practice offers a full range of services
including
brand
strategy, interaction and visual
design and user experience testing.
Throughout your
project,our designers
create and implement visual design and workflows,
solicit user
feedback and work with y
to make sure what gets built is what is needed.
All engineers are fluent in the latest enterprise,
mobile and
web
development technologies.
They collaborate with your team to write,
and improve code
on
a daily basis, using proven
practices such as test-driven
development and pair
programming.
Planning and development is iterative.
Because we are constantly
coding and testing,
the products we build are always
ready to go live. This
iterative
process allows
for changes as business requirements evolve.
Webpage
Design
Ontario
Plain
Profile
Calc
Logo
Giraffe


CouchDB
List Databases
List Documents
Create Database
Add document
{{3+2}}
CouchDB Dashboard
This app is created while learning AngularJS. App is trying to do some operations on DB.


The main goal of this project was to implement a digital solution for learning management of trainees. For me, it was to learn how to work on existing code and improve the functionalities with the help of designing and programming and also to learn the technology stack that was being used for this project.
The various technologies being used for this project were: Front-End we used HTML5, CSS3, Bootstrap, AngluraJS, JQuery, while on the Back-End we used C#, SQL Server, Web API were being used. For Version management and collaboration Team foundation server was being used
There were four teams to begin with: Learner, SolutionDesigner, Supervisor and Quiz. Each team had access to their branch of code and after every iteration, the teams came together to merge all of their code into one. I was part of the Solution Designer and worked in collaboration with mine the other teams and inside my team. The primary objective of my team was to create interfaces where an administrator can view all the published/rejected/draft courses/LearningPath as per user requirement


Add the bookmarklet below to your mobile device's web browser. When you visit a page that you want to pop open in a new Chrome tab, just push the bookmarklet!
Push pop can open new tabs in the currently active window or in the first window opened. Pick your poison.
The identification token is used by the browser extension and the bookmarklet to keep their pushing and their popping on the same page.
Be sure to update your bookmarklet if you change the token.
The server is used as a middle man between the browser extension and the bookmarklet. Unless you've set up your own server, you can probably just leave this setting alone.


This is a link
I am a very simple card. I am good at containing small bits of information. I am convenient because I require little markup to use effectively.


Download Autocad Mechanical 2018
Autocad Mechanical 2018 Download Newjournal
Download Autocad Mechanical 2018 Mac Os
Autodesk Autocad Mechanical 2018 Free Download
Autocad Mechanical 2018 Free License Downloading Installation Activation Youtube
Download Autocad 2018 Full Version 32 64 Bit With Crack Public N Engineers
Download Autodesk Autocad Mechanical 2021
Serial Key For Autocad Mechanical 2018 Supportslim
Autodesk Autocad Mechanical 2022 Free Download Filecr
How To Crack Autocad Mechanical 2018 Click To Download Items Which You Want
Autocad Mechanical 2018 Free Download Detailed Instructional Videos
Autocad 2018 Crack Peatix
Autodesk Autocad 2019 1 2 Free Download
Autocad Mechanical 2018 64 Bit
Autodesk Autocad Mechanical 2018 Swift Free Download Softotornix
Autodesk Autocad Mechanical 2020 Download Autocad
Download Autocad Mechanical 2017 Essential Training Learndown
Autocad Mechanical Student Kiwibrown
Download Xforce Keygen Autocad Mechanical 2018 Key Peatix
Autocad Mechanical Essential Training 2018
Blog Katy Katy S Blog Crack Para Activar Autocad Mechanical 2019 32 Showing 1 1 Of 1
Autodesk Autocad Mechanical 2018 Free Download Get Into Pc Get Into Pc
Autocad 2018 Download Free Full Version 32 64 Bit Windows Autocad Software Free Download Autocad Autocad Free
Download Autocad 2019 Free Between The Lines
Free Autocad Mechanical 2017 32 64 Bits Download Softstribe
Autodesk Autocad Mechanical 2018 Free Download Osfreeware
How To Download Autocad 2018 Illustrated Explanation
Autodesk Autocad Mechanical 2018 Iso 4 1 Gb Languages English Autocad 3d Design Software Mechanical Design


Fedora Pune Meetup for the month of August 2016 happened today at our usual location. We had in total 12 people turning out for the meetup.
The event started with introductions and we had two new comers joining us this time, Trishna and Prathamesh.
This time the event was mostly foccused around re-writing the GNU C Library Manual using reStructuredText and Sphinx. This task was decided during the release event that we had last month. We did create a Etherpad link to maintain the status of the task1.
The aim is to build a modern version, good looking version of the GNU C Library Manual.
In today’s meetup, we sat down and tried completing the chapters we picked. A couple of us sent a PRs to the docs repo that we are maintaing in Github. The generated read the docs can be seen here
If you are planning to contribute, ping /me (sayan) or kushal in #dgplug channel on Freenode.
Busy participants @fedora pune meetup pic.twitter.com/jnwNcIso5c
— Praveen Kumar (@kumar_pravin) August 20, 2016


Passphrase
Key
RSA
Encryption With RSA Signature
Sign some text:
Sign
Verify some text:
Verify
Decrypt some text using pk:
Decrypt
Serialization Format:
Latest
Legacy


Toggle navigation
BMES
Committees
BE Day
Lab Expo
Social
Outreach
Research & Development
Project Team
Applications
Events
Bioengineering Day
Lab Expo
BE Inspired
Industry & Academia Panels
Translational Medicine
Mentor Mentee Program
Lunch by the Bear
Calendar
Contact
Officers
Affiliates
Biomedical Engineering Society
University of California, San Diego
Learn more...
404 ERROR !!
Our internet bots could not find the page :(


Defines position of the tooltip for toolbar items.
String, default = 'top'
By default tooltip text will appear on top of the button. However if you set .tooltip property to another value, you can make it show
in other position. Possible values are 'top', 'bottom', 'left', 'right'. Note, that you need to set .tooltip for toolbar items.
You can defined it during object creation:
Or any time during run-time:
There is no need to refresh, as tooltip shows up on mouse over.


When the course is laid and the anchor's weighed,
A sailor's blood begins racing.
With our hearts unbound and our flag unfurled,
We're underway and off to see the world!
*Underway and off to see the world!*
Hey, ho, we'll go anywhere the wind is blowing
Manly men are we!
Sailing for adventure on the deep blue sea.
Danger walks the deck; we say what the heck
We laugh at the perils we're facing
Every storm we ride is its own reward
And people die by falling overboard!

Hey, ho, we'll go anywhere the wind is blowing
Hoist the sails and sing!
Sailing for adventure on the big blue wet thing.
I love to see them cry when they walk the plank
I prefer to cut a throat
I like to hang 'em high and watch their little feet try to walk in the air
while their faces turn blue!
(Awkward Pause)
Just kidding!
It's a good life on a boat!
There are distant lands with burning sands
That call across the ocean
There are bingo games every funfilled day
And margaritas at the midnight buffet!
*Margaritas at the midnight buffet!*
Hey, ho, we'll go anywhere the wind is blowing!
Should have took a train!
Sailing for adventure on the bounding main!

I just know I was born to lead the life my father led!
The stars will be our compass, wherever we may roam
And our mates will always be just like our family
And though we may put into port, the sea is always home!
We'll chase our dreams standing on our own,
Over the horizon to the great unknown!
Hey, ho, we'll go anywhere the wind is blowing!
Bold and brave and free
Sailing for adventure
It's so nauseating!
Sailing for adventure
So exhilirating!
Sailing for adventure
We're all celebrating!
On the deep blue sea!