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Introduction
Kubernetes is an open-source container management (orchestration) tool. It’s container management responsibilities include container deployment, scaling & descaling of containers & container load balancing.
-
Kubernetes is an open-source system for automating deployment, scaling, and management of containerized applications.
-
Kubernetes is originally developed by Google; it is open sourced since its launch and managed by a large community of contributors
-
Kubernetes (commonly referred to as K8s) is an orchestration engine for container technologies such as Docker and rkt that is taking over the DevOps scene in the last couple of years. It is already available on Azure and Google Cloud as a managed service.
-
Kubernetes can speed up the development process by making easy, automated deployments, updates (rolling-update) and by managing our apps and services with almost zero downtime.
-
It also provides self-healing. Kubernetes can detect and restart services when a process crashes inside the container.
Before Kubernetes
before containers came into existence, the developers and the testers always had a tiff between them. This usually, happened because what worked on the dev side, would not work on the testing side. Both of them existed in different environments. Now, to avoid such scenarios containers were introduced so that both the Developers and Testers were on the same page.
Handling a large number of containers all together was also a problem. Sometimes while running containers, on the product side, few issues were raised, which were not present at the development stage. This kind of scenarios introduced the Container Orchestration System.
Challenges Without Container Orchestration
Why Kubernetes
If your application is in Container form, then we won’t use only 1 or 2 containers in Prod. But rather, 10’s or 100’s of containers for load balancing the traffic and ensuring high availability.
Keep in mind that, as the traffic increases, they even have to scale up the number of containers to service the ‘n’ no of requests that come in every second.
That is why, the need for container management tools is imminent. Both Docker Swarm and Kubernetes are popular tools for Container management and orchestration.
Features
1. Automatic Binpacking
Kubernetes automatically packages your application and schedules the containers based on their requirements and available resources while not sacrificing availability. To ensure complete utilization and save unused resources, Kubernetes balances between critical and best-effort workloads.
2. Service Discovery & Load balancing
With Kubernetes, there is no need to worry about networking and communication because Kubernetes will automatically assign IP addresses to containers and a single DNS name for a set of containers, that can load-balance traffic inside the cluster.
3. Storage Orchestration
With Kubernetes, you can mount the storage system of your choice. You can either opt for local storage, or choose a public cloud provider such as GCP or AWS, or perhaps use a shared network storage system such as NFS, iSCSI, etc.
4. Self-Healing
Personally, this is my favorite feature. Kubernetes can automatically restart containers that fail during execution and kills those containers that don’t respond to user-defined health checks. But if nodes itself die, then it replaces and reschedules those failed containers on other available nodes.
5. Secret & Configuration Management
Kubernetes can help you deploy and update secrets and application configuration without rebuilding your image and without exposing secrets in your stack configuration.
**6. Batch Execution **
In addition to managing services, Kubernetes can also manage your batch and CI workloads, thus replacing containers that fail, if desired.
7. Horizontal Scaling
Kubernetes needs only 1 command to scale up the containers, or to scale them down when using the CLI. Else, scaling can also be done via the Dashboard (kubernetes UI).
8. Automatic Rollbacks & Rollouts
Kubernetes progressively rolls out changes and updates to your application or its configuration, by ensuring that not all instances are worked at the same instance. Even if something goes wrong, Kubernetes will rollback the change for you.
Architecture
Kubernetes Architecture has the 3 main components:
-
Master nodes
-
Worker/Slave nodes
-
Distributed key-value store(etcd.)
Kubernetes Cluster
Kubernetes Cluster is primarily made up of following components
-
Master:
-
Kube API Server
-
Control Plane (kube-scheduler + kube-controller-manager + Cloud-controller Manager)
-
Etcd
-
-
Node:
-
Kubelet
-
Kube-proxy
-
Container Runtime
-
-
Addons:
-
DNS
-
WebUI
-
Container Resource Monitoring
-
Cluster Level Logging
-
Master Node
It is the entry point for all administrative tasks which is responsible for managing the Kubernetes cluster. There can be more than one master node. If more than one master node, one master node acts as a main master node other node will just follows.
-
The main machine that controls the nodes
-
Main entry point for all administrative tasks
-
It handles the orchestration of the worker nodes
API server:
-
Performs all the administrative tasks through the API server within the master node.
-
In this REST commands are sent to the API server which validates and processes the requests.
-
After requesting, the resulting state of the cluster is stored in the distributed key-value store.
Scheduler:
-
The scheduler schedules the tasks to slave nodes. It stores the resource usage information for each slave node.
-
It schedules the work in the form of Pods and Services.
Controller manager
-
Basically, a controller watches the desired state of the objects it manages and watches their current state through the API server.
-
If the current state of the objects it manages does not meet the desired state, then the control loop takes corrective steps to make sure that the current state is the same as the desired state
ETCD
-
etcd is a distributed key-value store which stores the cluster state.
-
It can be part of the Kubernetes Master, or, it can be configured externally.
-
it is also used to store configuration details such as subnets, ConfigMaps, Secrets, etc.
Worker Node
It is a physical server or you can say a VM which runs the applications using Pods (a pod scheduling unit) which is controlled by the master node. On a physical server (worker/slave node), pods are scheduled. For accessing the applications from the external world, we connect to nodes.
-
It is a worker machine in Kubernetes (used to be known as minion)
-
This machine performs the requested tasks. Each Node is controlled by the Master Node
-
Runs containers inside pods
-
This is where the Docker engine runs and takes care of downloading images and starting containers
**Container runtime: **
-
To run and manage a container’s lifecycle, we need a **container runtime **on the worker node.
-
Sometimes, Docker is also referred to as a container runtime, but to be precise, Docker is a platform which uses **containers **as a container runtime.
**Kubelet: **
- It is an agent which communicates with the Master node and executes on nodes or the worker nodes. It gets the Pod specifications through the API server and executes the containers associated with the Pod and ensures that the containers described in those Pod are running and healthy.
**Kube-proxy: **
-
Kube-proxy runs on each node to deal with individual host sub-netting and ensure that the services are available to external parties.
-
It serves as a network proxy and a load balancer for a service on a single worker node and manages the network routing for TCP and UDP packets.
-
It is the network proxy which runs on each worker node and listens to the API server for each Service endpoint creation/deletion.
-
For each Service endpoint, kube-proxy sets up the routes so that it can reach to it.
Pods
-
A pod is one or more containers that logically go together. Pods run on nodes. Pods run together as a logical unit. So they have the same shared content.
-
They all share the same IP address but can reach other Pods via localhost, as well as shared storage. Pods don’t need to all run on the same machine as containers can span more than one machine. One node can run multiple pods.
Kubernetes vs Docker Swarm
Kubernetes and Docker Swarm are leading container orchestration tools in today’s market.
Use Case
Use Case: How Luminis Technologies used Kubernetes in production
Problem: Luminis, a software technology company used AWS for deploying their applications. For deploying the applications, it required custom scripts and tools to automate which was not easy for teams other than operations. Their small teams didn’t have the resources to learn all of the details about the scripts and tools.
Main Issue: There was no unit-of-deployment which created a gap between the development and the operations teams.
**Solution: **
How did they Deploy in Kubernetes:
They used a blue-green deployment mechanism to reduce the complexity of handling multiple concurrent versions. (As there’s always only one version of the application running in the background)
In this, a component called -Deployer” that orchestrated the deployment was created by their team by open sourcing their implementation under the Apache License as part of the Amdatu umbrella project. This mechanism performed the health checking on the pods before re-configuring the load balancer because they wanted each component that was deployed to provide a health check.
How did they Automate Deployments?
With the Deployer **in place, they were able to engage up deployments to a build pipeline. After a successful build, their build server pushed a new Docker image to a registry on Docker Hub. Then the build server invoked the **Deployer to automatically deploy the new version to a test environment. That same image was promoted to production by triggering the Deployer on the production environment.
Use case -2
Kubernetes Case-Study
-
Yahoo! JAPAN is a web services provider headquartered in Sunnyvale, California. As the company aimed to virtualize the hardware, company started using OpenStack in 2012. Their internal environment changed very quickly. However, due to the progress of cloud and container technology, the company wanted the capability to launch services on various platforms.
-
Problem: How to create images for all required platforms from one application code, and deploy those images onto each platform?
-
For your better understanding, refer to the below image. When the code is changed at the code registry, then bare metal images, Docker containers, and VM images are created by continuous integration tools, pushed into the image registry, and then deployed to each infrastructure platform.
- Now, let us focus on container workflow to understand how they used Kubernetes as a deployment platform. Refer to the below image to sneak peek into platform architecture.
Solution of Case Study - Kubernetes Tutorial - Edureka
- OpenStack instances are used, with Docker, Kubernetes, Calico, etcd on top of it to perform various operations like Container Networking, Container Registry, and so on.
DevOps Training
-
When you have a number of clusters, then it becomes hard to manage them right?
-
So, they just wanted to create a simple, base OpenStack cluster to provide the basic functionality needed for Kubernetes and make the OpenStack environment easier to manage.
-
By the combination of Image creation workflow and Kubernetes, they built the below toolchain which makes it easy from code push to deployment.
Solution of Case Study - Kubernetes Tutorial - Edureka
This kind of toolchain made sure that all factors for production deployment such as multi-tenancy, authentication, storage, networking, service discovery were considered.
- That’s how folks, Yahoo! JAPAN built an automation toolchain for -one-click” code deployment to Kubernetes running on OpenStack, with help from Google and Solinea.
Installation
Kuberneters Architecture
Kubernetes Master
-
kube-apiserver: REST API endpoint to serve as the frontend for the Kubernetes control plane
-
etcd: Key value store for the cluster data (regarded as the single source of truth)
-
kube-scheduler: Watches new workloads/pods and assigns them to a node based on several scheduling factors (resource constraints, anti-affinity rules, data locality, etc.)
-
kube-controller-manager: Central controller that watches the node, replication set, endpoints (services), and service accounts.
Node Components Unlike Master components that usually run on a single node (unless High Availability Setup is explicitly stated), Node components run on every node.
-
kubelet: Agent running on the node to inspect the container health and report to the master as well as listening to new commands from the kube-apiserver
-
kube-proxy: Maintains the network rules
-
container runtime: Software for running the containers (e.g. Docker, rkt, runc)
-
Node
single machine in your cluster -
Pods
Kubernetes doesn’t run containers directly; instead it wraps one or more containers into a higher-level structure called a pod. -
Master + Nodes = Kubernetes Cluster
In Simple,
- We have a Cluster
- Inside Cluster, we have POD
- Inside POD, We have a Container
- Running Cantainer called as a Service, which is accessed by hostname:port.
MiniKube Installation Windows 10
minikube is local Kubernetes, focusing on making it easy to learn and develop for Kubernetes.
All you need is Docker (or similarly compatible) container or a Virtual Machine environment, and Kubernetes is a single command away: minikube start
-
Download .exe from Here
- Open PowerShell as Administrator & Set Path by running below code
$oldpath=[Environment]::GetEnvironmentVariable("Path", [EnvironmentVariableTarget]::Machine) if($oldpath -notlike "*;C:\minikube*"){` [Environment]::SetEnvironmentVariable("Path", $oldpath+";C:\minikube", [EnvironmentVariableTarget]::Machine)` }
- Start your cluster
minikube start --driver=hyperv
If Any error Create Swith manually in Hyper-V Manager, Follow Here
Run Below command
minikube start --vm-driver hyperv --hyperv-virtual-switch "MiniSwitch"
- Install minikube Dashboard
minikube dashboard
Open above URL in Browser
Create Pod.yaml
A POD can have one or more containers
1.Create pod.yaml
in Project Root
apiVersion: v1
kind: Pod
metadata:
name: pod1
labels:
app: java
spec:
containers:
- name: pod1
image: smlcodes/empapp:latest
2.Check if any other PODS are running
kubectl get pods
No POD Resources are Running
3.Now Create POD, using below cmd where pod.yaml
resides
kubectl create -f pod.yaml
Now if we see Kubernetes Dashboard, You will find POD with one Node there
4.We have POD created, inside we have empapp container Running. To expose the application to outside world we need to do kubectl expose -h
Syntax:
kubectl expose pod <POD_NAME> --name <EXPOSE_SERVICE_NAME> --port <PORT_NO> --type [ClusterIP/NodePort/LoadBalancer]
kubectl expose pod pod1 --name pod1srv --port 5001 --type NodePort
5.To access Application, we must know the IP/host where pod1srv
service is Running. for that we use below one.
minikube service pod1srv
ReplicationController
Replication Controller is one of the key features of Kubernetes, which is responsible for managing the pod lifecycle. It is responsible for making sure that the specified number of pod replicas are running at any point of time. It is used in time when one wants to make sure that the specified number of pod or at least one pod is running. It has the capability to bring up or down the specified no of pod.
It is a best practice to use the replication controller to manage the pod life cycle rather than creating a pod again and again.
apiVersion: v1
kind: ReplicationController --------------------------> 1
metadata:
name: Tomcat-ReplicationController --------------------------> 2
spec:
replicas: 3 ------------------------> 3
template:
metadata:
name: Tomcat-ReplicationController
labels:
app: App
component: neo4j
spec:
containers:
- name: Tomcat- -----------------------> 4
image: tomcat: 8.0
ports:
- containerPort: 7474 ------------------------> 5
Setup Details
-
Kind: ReplicationController → In the above code, we have defined the kind as replication controller which tells the kubectl that the yaml file is going to be used for creating the replication controller.
-
name: Tomcat-ReplicationController → This helps in identifying the name with which the replication controller will be created. If we run the kubctl, get rc < Tomcat-ReplicationController > it will show the replication controller details.
-
replicas: 3 → This helps the replication controller to understand that it needs to maintain three replicas of a pod at any point of time in the pod lifecycle.
-
name: Tomcat → In the spec section, we have defined the name as tomcat which will tell the replication controller that the container present inside the pods is tomcat.
-
containerPort: 7474 → It helps in making sure that all the nodes in the cluster where the pod is running the container inside the pod will be exposed on the same port 7474.
ReplicationSet
Replica Set ensures how many replica of pod should be running. It can be considered as a replacement of replication controller. The key difference between the replica set and the replication controller is, the replication controller only supports equality-based selector whereas the replica set supports set-based selector.
apiVersion: extensions/v1beta1 --------------------->1
kind: ReplicaSet --------------------------> 2
metadata:
name: Tomcat-ReplicaSet
spec:
replicas: 3
selector:
matchLables:
tier: Backend ------------------> 3
matchExpression:
{ key: tier, operation: In, values: [Backend]} --------------> 4
template:
metadata:
lables:
app: Tomcat-ReplicaSet
tier: Backend
labels:
app: App
component: neo4j
spec:
containers:
- name: Tomcat
image: tomcat: 8.0
ports:
- containerPort: 7474
Setup Details
-
apiVersion
: extensions/v1beta1 → In the above code, the API version is the advanced beta version of Kubernetes which supports the concept of replica set. -
kind
: ReplicaSet → We have defined the kind as the replica set which helps kubectl to understand that the file is used to create a replica set. -
tier
: Backend → We have defined the label tier as backend which creates a matching selector. -
{key: tier, operation: In, values: [Backend]}
→ This will help matchExpression to understand the matching condition we have defined and in the operation which is used by matchlabel to find details.
Run the above file using kubectl
and create the backend replica set with the provided definition in the yaml
file.
Kubernetes - Commands
Listing Resources
To list one or more pods, replication controllers, services, or daemon sets, use the kubectl get
command.
Generate a plain-text list of all namespaces:
kubectl get namespaces
Generate a plain-text list of all pods:
kubectl get pods
Generate a detailed plain-text list of all pods, containing information such as node name:
kubectl get pods -o wide
Generate a list of all pods running on a particular node server:
kubectl get pods --field-selector=spec.nodeName=[server-name]
List a specific replication controller in plain-text:
kubectl get replicationcontroller [replication-controller-name]
Generate a plain-text list of all replication controllers and services:
kubectl get replicationcontroller,services
Generate a plain-text list of all daemon sets:
kubectl get daemonset
Creating a Resource
Create a resource such as a service, a deployment, a job, or a namespace using the kubectl create
command.
For example, to create a new namespace, type:
kubectl create namespace [namespace-name]
Create a resource from a JSON or YAML file:
kubectl create --f [filename]
Applying and Updating a Resource
To apply or update a resource use the kubectl apply
command. The source in this operation can be either a file or the standard input (stdin).
Create a new service with the definition contained in [service-name].yaml:
kubectl apply -f [service-name].yaml
Create a new replication controller with the definition contained in [controller-name].yaml:
kubectl apply -f [controller-name].yaml
Create the objects defined in any .yaml, .yml, or .json file in a directory:
kubectl apply -f [directory-name]
To update a resource by editing it in a text editor, use kubectl edit
. This command is a combination of the kubectl get
and kubectl apply
commands.
For example, to edit a service, type:
kubectl edit svc/[service-name]
This command opens the file in your default editor. To choose another editor, specify it in front of the command:
KUBE_EDITOR="[editor-name]" kubectl edit svc/[service-name]
Displaying the State of Resources
To display the state of any number of resources in detail, use the kubectl describe
command. By default, the output also lists uninitialized resources.
View details about a particular node:
kubectl describe nodes [node-name]
View details about a particular pod:
kubectl describe pods [pod-name]
Display details about a pod whose name and type are listed in pod.json:
Kubectl describe --f pod.json
See details about all pods managed by a specific replication controller:
kubectl describe pods [replication-controller-name]
Show details about all pods:
kubectl describe pods
Deleting Resources
To remove resources from a file or stdin, use the kubectl delete
command.
Remove a pod using the name and type listed in pod.yaml:
kubectl delete -f pod.yaml
Remove all pods and services with a specific label:
kubectl delete pods,services -l [label-key]=[label-value]
Remove all pods (the command includes uninitialized pods as well):
kubectl delete pods --all
Executing a Command
Use kubectl exec
to issue commands to a container or to open a shell in a container.
Receive output from a command run on the first container in a pod:
kubectl exec [pod-name] -- [command]
Get output from a command run on a specific container in a pod:
kubectl exec [pod-name] -c [container-name] -- [command]
Run /bin/bash
from a specific pod. The received output comes from the first container:
kubectl exec -ti [pod-name] -- /bin/bash
Modifying kubeconfig Files
The kubectl config
command lets you view and modify kubeconfig files. This command is usually followed by another sub-command.
Display the current context:
kubectl config current-context
Set a cluster entry in kubeconfig:
kubectl config set-cluster [cluster-name] --server=[server-name]
Unset an entry in kubeconfig:
kubectl config unset [property-name]
Printing Container Logs
To print logs from containers in a pod, use the kubectl logs
command.
The syntax for printing logs is:
kubectl logs [pod-name]
To stream logs from a pod, use:
kubectl logs -f [pod-name]
Short Names for Resource Types
Some of the kubectl commands listed above may seem unwieldy due to their length. For this reason the names of common kubectl resource types also have shorter versions.
For example, consider the command mentioned above:
kubectl create namespace [namespace-name]
You can also write this command as:
kubectl create ns [namespace-name]
Here is the full list of kubectl short names:
| Short Name | Long Name |
csr |
certificatesigningrequests |
cs |
componentstatuses |
cm |
configmaps |
ds |
daemonsets |
deploy |
deployments |
ep |
endpoints |
ev |
events |
hpa |
horizontalpodautoscalers |
ing |
ingresses |
limits |
limitranges |
ns |
namespaces |
no |
nodes |
pvc |
persistentvolumeclaims |
pv |
persistentvolumes |
po |
pods |
pdb |
poddisruptionbudgets |
psp |
podsecuritypolicies |
rs |
replicasets |
rc |
replicationcontrollers |
quota |
resourcequotas |
sa |
serviceaccounts |
svc |
services |


BIO_s_core, BIO_new_from_core_bio - OSSL_CORE_BIO functions
#include <openssl/bio.h>
const BIO_METHOD *BIO_s_core(void);
BIO *BIO_new_from_core_bio(OSSL_LIB_CTX *libctx, OSSL_CORE_BIO *corebio);
BIO_s_core() returns the core BIO method function.
A core BIO is treated as source/sink BIO which communicates to some external BIO. This is primarily useful to provider authors. A number of calls from libcrypto into a provider supply an OSSL_CORE_BIO parameter. This represents a BIO within libcrypto, but cannot be used directly by a provider. Instead it should be wrapped using a BIO_s_core().
Once a BIO is constructed based on BIO_s_core(), the associated OSSL_CORE_BIO object should be set on it using BIO_set_data(3). Note that the BIO will only operate correctly if it is associated with a library context constructed using OSSL_LIB_CTX_new_from_dispatch(3). To associate the BIO with a library context construct it using BIO_new_ex(3).
BIO_new_from_core_bio() is a convenience function that constructs a new BIO based on BIO_s_core() and that is associated with the given library context. It then also sets the OSSL_CORE_BIO object on the BIO using BIO_set_data(3).
BIO_s_core() return a core BIO BIO_METHOD structure.
BIO_new_from_core_bio() returns a BIO structure on success or NULL on failure. A failure will most commonly be because the library context was not constructed using OSSL_LIB_CTX_new_from_dispatch(3).
BIO_s_core() and BIO_new_from_core_bio() were added in OpenSSL 3.0.
Create a core BIO and write some data to it:
int some_function(OSSL_LIB_CTX *libctx, OSSL_CORE_BIO *corebio) {
BIO *cbio = BIO_new_from_core_bio(libctx, corebio);
if (cbio == NULL)
return 0;
BIO_puts(cbio, "Hello World\n");
BIO_free(cbio);
return 1;
}
Copyright 2021-2022 The OpenSSL Project Authors. All Rights Reserved.
Licensed under the Apache License 2.0 (the "License"). You may not use this file except in compliance with the License. You can obtain a copy in the file LICENSE in the source distribution or at https://www.openssl.org/source/license.html.


{% extends 'email/layout.html' %} {% block body %}
A new contact submission from {{ contact_submission.name }}
Reply to: {{ contact_submission.email }}


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THE THIN RED LINE Review by Victory A. Marasigan http://www.gl.umbc.edu/~vmaras1/reviewsidx.htlm
War movies haven't changed much in the short history of film. Even in the best of them, the only real new wrinkle offered is the raised level of gore which the audience is allowed to focus on. Sometime-director Terrence Malick's The Thin Red Line, an ambitious new film about World War II's pivotal Battle of Guadalcanal, attempts to take the war movie to a fresh new level. It presents war as a 166-minute blank verse poem.
Given that Malick intended a different approach to directing his epic, it's too bad that the film itself is an overlong, pretentious head-scratcher. Malick meanders between disturbing imagery of his soldiers in battle, and glowing National Geographic-style portraits of the wildlife and regional fauna. A monotonous round-robin narrative (voiced by a handful of the film's main figures) anesthetizes his strange visuals . This sort of abstract pondering at the film's heart creates a paradoxical situation: Malick tries to convey dream-like meditation when his soldiers on-screen are operating at a more urgent fight-or-flight level of consciousness.
The director seems to have been making things up as he went along, hoping that somewhere in all of the footage he shot he might be able to paste together a movie that would do service to its source material (it was based on the book by James Joyce). This may be why so many "main" characters seem to come under the camera's scrutiny, only to eventually disappear without even a scream or a "Tell my wife I love her."
The few characters who appear long enough for us to appreciate come saddled with clearly-outlined motivating ideals. Jim Caviezel is Pvt. Witt, a wandering nature-boy who has a habit of taking breaks to enjoy the scenery. Nick Nolte's glory-hungry Lt. Col. Tall is inscrutably one-note in his selfish convictions. As the beleaguered Pvt. Bell, Ben Chaplin spends most of the film in a serene daydream of his wife, who is is single light at the end of a hellish tunnel.
Sean Penn as 1st Sgt. Welsh is billed as a main character (his screen time and dialogue are more abundant than most of the other talent), yet he like so many other players in the film doesn't leave a lasting impression. A high celebrity-cameo factor presents another problem: It's very difficult to concentrate when you're thinking about how much John Travolta and George Clooney (yes, they're in it too) got paid for their scant minutes of screen time.
Where The Thin Red Line does succeed is in depicting tense, heart-pounding battle scenes, especially in an extended sequence in which the Americans attempt to cut through long grass to take out the Japanese enemy's bunkers. The scene is not as bloody or explicit as the similar invasion in Saving Private Ryan, but the hold-your-breath terror is just as effective.
Malick's innovative spin in presenting this conflict is not a weakness in itself. Francis Ford Coppola was able to successfully present war as lucid dream with 1976's Apocalypse Now. With a confident hand and a less non-commital attitude towards the subject matter, Malick may have been able to make a film which is truly cerebrally-transcendent. In its present form, The Thin Red Line fails to provoke coherent thought or connect the viewer with the stark reality of war. Malick has essentially performed the cinematic analog of a prefrontal lobotomy.
GRADE: B-
Reviewed January 12, 1999 at Loews White Marsh Theater, White Marsh, MD.
The review above was posted to the
rec.arts.movies.reviews newsgroup (de.rec.film.kritiken for German reviews).
The Internet Movie Database accepts no responsibility for the contents of the
review and has no editorial control. Unless stated otherwise, the copyright
belongs to the author.
Please direct comments/criticisms of the review to relevant newsgroups.
Broken URLs inthe reviews are the responsibility of the author.
The formatting of the review is likely to differ from the original due
to ASCII to HTML conversion.
Related links: index of all rec.arts.movies.reviews reviews


{% extends "header.html" %} {% block body %}
With machine learning, everything tends to boil down to features and labels. We have labels, like, in our case, under-performer, and out-performer. With those labels, we have "features" that are the specific values like Debt/Equity ratio that correspond to that label.
With that, we're looking to now label our data. To do that, we're going to compare the stock's percentage change to the S&P 500's percentage change. If the stock's percent change is less than the S&P 500, then the stock is and under-performing stock. If the percentage change is more, than the label is out-perform.
To do this, we need the calculate percentage change and compare them. Let's cover that:
import pandas as pd import os import time from datetime import datetime path = "X:/Backups/intraQuarter" def Key_Stats(gather="Total Debt/Equity (mrq)"): statspath = path+'/_KeyStats' stock_list = [x[0] for x in os.walk(statspath)] df = pd.DataFrame(columns = ['Date', 'Unix', 'Ticker', 'DE Ratio', 'Price', 'stock_p_change', 'SP500', 'sp500_p_change'])
Notice the new changes to our Data Frame.
Next:
sp500_df = pd.DataFrame.from_csv("YAHOO-INDEX_GSPC.csv") ticker_list = [] for each_dir in stock_list[1:25]: each_file = os.listdir(each_dir) ticker = each_dir.split("\\")[1] ticker_list.append(ticker) starting_stock_value = False starting_sp500_value = False
Notice the starting_stock_value and the matching sp500 version. The reason for this is that, as we go, we want to calculate % change. That said, we need to start over with the % change each time the stock itself changes. To handle for this, we set these values.
Next:
if len(each_file) > 0: for file in each_file: date_stamp = datetime.strptime(file, '%Y%m%d%H%M%S.html') unix_time = time.mktime(date_stamp.timetuple()) full_file_path = each_dir+'/'+file source = open(full_file_path,'r').read() try: value = float(source.split(gather+':	')[1].split('	')[0]) try: sp500_date = datetime.fromtimestamp(unix_time).strftime('%Y-%m-%d') row = sp500_df[(sp500_df.index == sp500_date)] sp500_value = float(row["Adjusted Close"]) except: sp500_date = datetime.fromtimestamp(unix_time-259200).strftime('%Y-%m-%d') row = sp500_df[(sp500_df.index == sp500_date)] sp500_value = float(row["Adjusted Close"]) stock_price = float(source.split('<big>')[1].split('</big>')[0]) #print("stock_price:",stock_price,"ticker:", ticker) if not starting_stock_value: starting_stock_value = stock_price if not starting_sp500_value: starting_sp500_value = sp500_value
So now we set the starting value if we don't have one. From here, we then just need to calculate % change (new-old)/old * 100:
stock_p_change = ((stock_price - starting_stock_value) / starting_stock_value) * 100 sp500_p_change = ((sp500_value - starting_sp500_value) / starting_sp500_value) * 100
Now we just round off the script with the previously covered code:
df = df.append({'Date':date_stamp, 'Unix':unix_time, 'Ticker':ticker, 'DE Ratio':value, 'Price':stock_price, 'stock_p_change':stock_p_change, 'SP500':sp500_value, 'sp500_p_change':sp500_p_change}, ignore_index = True) except Exception as e: pass #print(str(e)) save = gather.replace(' ','').replace(')','').replace('(','').replace('/','')+('.csv') print(save) df.to_csv(save) Key_Stats()


Tropical design embroidered on a printed handloom fabric, then accented with colorful tassels along the sides Handmade metticulous.
This Holi Blue Clutch embroidered tassel sling bag features a tropical design embroidered on a printed handloom fabric.

This bag is adorable! Fast shipping! I love it! Will purchase again. Can't wait to use it. LOVE LOVE LOVE! This is an authentic Ethnic Banjara bag, and not a replica. Some beads or mirrors may be missing - this is not an imperfection Trendy accessory for any occasion. Perfect as a shoulder bag, crossbody bag, messenger bag or weekender bag.


Matrix Linear Transformations
Types of Transformations
Linear Transformations
Linear if preserves addition/multiplication by scalar:
$F(a+b) = F(a)+F(b)$
$F(ka) = kF(a)$
Linear Transformations
$F(a) = aM$, when $M$ is square is linear:
$F(a+b) = (a+b)M = aM + bM = F(a) + F(b)$
$F(ka) = (ka)M = k(aM) = kF(a)$
Linear Transformations
Any linear transform will transform zero vector into zero vector:
if $F(0) = a, a\neq 0$, then $F$ is not linear because
$F(k0) = a$, so $F(k0) \neq kF(0)$
Thus translation is not a linear transformation.
Affine Transformations
Linear transformation followed by translation.
Any linear transformation is an affine translation, but not all affine
transformations are linear transformations.
All transformations from episodes up to now are affine transformations
Form $v^\prime = vM + b$ is an affine transformation.
Invertible Transformations
If there is another opposite transformation that "undoes" the original
transformation, then it is invertible.
$F^{-1}(F(a)) = a$ for all $a$
All transformations thus far, other than projection (3d -> 2d) can be undone
If a matrix is singular (has no inverse), then it is non-invertible.
Angle-preserving Transformations
Considered angle-preserving if angle between 2 vectors not changed
in magnitude or direction after transformation.
Only Translation, rotation, and uniform scale transformations
Reflection not considered becasuse direction of angle may be inverted.
Orthogonal Transformations
More later.
Axes remain perpendicular, no scalars applied.
Translation, rotation, and reflection only orthogonal transforms.
Lengths, angles, areas, and volumes preserved.
Determinant is +/-1.
Afffine and invertible.
Rigid Body Transformations
Changes location and orientation, but not shape.
Angles, lengths, areas, and volumes preserved.
Not reflection.
"Proper" transformations.
Orthogonal, angle-preserving, invertible, affine.
Determinant of rotation matrix is 1.
Summary of Transformations


abstract fun parse(text: CharSequence): ResultType
Parses a specific text in order to convert it into data of another type.
MalformedTextException - The exception, which is thrown, if the given text is malformed
MalformedTextException


Reveal Together
Source
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Enter the URL to your Markdown below and click the button to created a shared presentation.
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Bangalore, KA Life Threatening
Referred November 8,2014
Vaatsalya Hospitals
Dear Mohan, Wishing you a speedy recovery! Get Well Soon!
Dear Mohan, Wishing you a speedy recovery! Get Well Soon!
Dear Mohan, Wishing you a speedy recovery! Get Well Soon!
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ngList
ng
Text input that converts between a delimited string and an array of strings. The delimiter can be a fixed string (by default a comma) or a regular expression.
<input ng-list="{string}"> ... </input>
| Param | Type | Details |
|---|---|---|
| ngList (optional) | string | optional delimiter that should be used to split the value. If
specified in form |


Welcome to CASE Advisor!. This application is designed to help you determine the fit and applicability of a particular project to the Hybrid & Private Solution typeand to ensure the quality and compliance with best practices of the project outcome. Here are some query we can help you with:


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| Image | Product Number | Product Name | Description | Product Specfic Training | Price | Wearable | Software Update Support | Portability | Compact | BatterySupport | Third Party Device Support | Safe To Fly Certification | Touch Screen Support | Screen Size | Multi Patient Support | Cyber Security |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| {{product.productNumber}} | {{product.productName}} | {{product.description}} | {{product.productSpecficTraining}} | {{product.price}} | {{product.wearable}} | {{product.softwareUpdateSupport}} | {{product.portability}} | {{product.compact}} | {{product.batterySupport}} | {{product.thirdPartyDeviceSupport}} | {{product.safeToFlyCertification}} | {{product.touchScreenSupport}} | {{product.screenSize}} | {{product.multiPatientSupport}} | {{product.cyberSecurity}} |


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wibble
`Prev `__
W
`Next `__
--------------
**wibble**
[UK, perh. originally from the first *Roger Irrelevant* strip in *VIZ*
comics, spread via *Your Sinclair magazine in the 1980s and early
1990s*]
1. n.,v. Commonly used to describe chatter, content-free remarks or
other essentially meaningless contributions to threads in newsgroups.
“Oh, rspence is wibbling again”.
2. [UK IRC] An explicit on-line no-op.
3. One of the preferred `*metasyntactic
variable* <../M/metasyntactic-variable.html>`__\ s in the UK, forming a
series with **wobble**, **wubble**, and **flob** (attributed to the
hilarious historical comedy *Blackadder*).
4. A pronunciation of the letters “www”, as seen in URLs; i.e.,
www.\ `*foo* <../F/foo.html>`__.com may be pronounced “wibble dot foo
dot com” (compare `*dub dub dub* <../D/dub-dub-dub.html>`__).
--------------
+---------------------------------------+----------------------------+--------------------------+
| `Prev `__ | `Up <../W.html>`__ | `Next `__ |
+---------------------------------------+----------------------------+--------------------------+
| Whorfian mind-lock | `Home <../index.html>`__ | WIBNI |
+---------------------------------------+----------------------------+--------------------------+


Dulcimer Tab Generator
Paste in guitar tab to convert:
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Generate From Guitar Tab
Upload MIDI File


'local' is only valid in functions.
local foo=bar
echo "$foo"
foo=bar
echo "$foo"
In Bash, local
can only be used in functions. In other contexts, it's an error.
It's possible to source files containing local
from a function context but not from any other context. This is not good practice, but in these cases you can [[ignore]] this error.


In todays market, with all the competition around, What will make you stand out in the crowd is your keen eye for design. I specialize in modern design with a value to clean and comfortable design.
You could say mobile phones and tablets have taken a big part of usage in technology today, You might even say it has surpassed desktop usage, and to be able to cater for all users, it is an essential skill to be able to design apps that will be used for all devices.
I focused a lot in mastering the database. A huge part of development essential to building massive apps and keep them under control, Which helps to cater to big projects aswell to smaller ones.
Fullstack Web Developer
I'm Guy Zohar, 23 years old living in Tel-Mond near the technological empire Tel-Aviv. Since I can remember I have been mind boggled by technology, all day in front of screen's and the computer, learning video editing programs and playing games. After service in the military I decided to dive into a career path and nothing suited me better than Web Development and so I started studying alone as I am used to doing as a kid. I found out that I am in love with this subject even more than I thought and with the development scene as a whole. Since I have been studying and practicing a lot and here you can see my progress.


Website Terms and Conditions of Use
1. About the Website1.1. Welcome to www.shareyourgear.com.au (the 'Website'). The cloud based farm machinery sharing services (the 'Services').
1.2. The Website is operated by M Asher & A. J Oldfield (ABN<PHONE_NUMBER>8). Access to and use of the Website, or any of its associated Products or Services, is provided by M Asher & A. J Oldfield. Please read these terms and conditions (the 'Terms') carefully. By using, browsing and/or reading the Website, this signifies that you have read, understood and agree to be bound by the Terms. If you do not agree with the Terms, you must cease usage of the Website, or any of Services, immediately.
1.3. M Asher & A. J Oldfield reserves the right to review and change any of the Terms by updating this page at its sole discretion. When M Asher & A. J Oldfield updates the Terms, it will use reasonable endeavours to provide you with notice of updates to the Terms. Any changes to the Terms take immediate effect from the date of their publication. Before you continue, we recommend you keep a copy of the Terms for your records.
2. Acceptance of the Terms
You accept the Terms by remaining on the Website. You may also accept the Terms by clicking to accept or agree to the Terms where this option is made available to you by M Asher & A. J Oldfield in the user interface.
3. Registration to use the Services
3.1. In order to access the Services, you must first register for an account through the Website (the 'Account').
3.2. As part of the registration process, or as part of your continued use of the Services, you may be required to provide personal information about yourself (such as identification or contact details), including:
(a) an email address
(b) preferred username
(c) a mailing address
(d) a telephone number
(e) a password
(f) Postcode, Machinery Details, Job Details
3.3. You warrant that any information you give to M Asher & A. J Oldfield in the course of completing the registration process will always be accurate, correct and up to date. 3.4. Once you have completed the registration process, you will be a registered member of the Website ('Member') and agree to be bound by the Terms.
3.5. You may not use the Services and may not accept the Terms if:
(a) you are not of legal age to form a binding contract with M Asher & A. J Oldfield; or
(b) you are a person barred from receiving the Services under the laws of Australia or other countries including the country in which you are resident or from which you use the Services.
4. Your obligations as a Member
4.1. As a Member, you agree to comply with the following:
(a) you will use the Services only for purposes that are permitted by:
(i) the Terms; and
(ii) any applicable law, regulation or generally accepted practices or guidelines in the relevant jurisdictions;
(b) you have the sole responsibility for protecting the confidentiality of your password and/or email address. Use of your password by any other person may result in the immediate cancellation of the Services;
(c) any use of your registration information by any other person, or third parties, is strictly prohibited. You agree to immediately notify M Asher & A. J Oldfield of any unauthorised use of your password or email address or any breach of security of which you have become aware;
(d) access and use of the Website is limited, non-transferable and allows for the sole use of the Website by you for the purposes of M Asher & A. J Oldfield providing the Services;
(e) you will not use the Services or the Website in connection with any commercial endeavours except those that are specifically endorsed or approved by the management of M Asher & A. J Oldfield;
(f) you will not use the Services or Website for any illegal and/or unauthorised use which includes collecting email addresses of Members by electronic or other means for the purpose of sending unsolicited email or unauthorised framing of or linking to the Website;
(g) you agree that commercial advertisements, affiliate links, and other forms of solicitation may be removed from the Website without notice and may result in termination of the Services. Appropriate legal action will be taken by M Asher & A. J Oldfield for any illegal or unauthorised use of the Website; and
(h) you acknowledge and agree that any automated use of the Website or its Services is prohibited.
5. Payment
5.1. Where the option is given to you, you may make payment for the Services (the 'Services Fee') by way of:
(a) Electronic funds transfer ('EFT') into our nominated bank account
(b) Credit Card Payment ('Credit Card')
(c) PayPal Australia Pty Limited (ABN 93 111 195 389) ('PayPal')
5.2. All payments made in the course of your use of the Services are made using . In using the Website, the Services or when making any payment in relation toyour use of the Services, you warrant that you have read, understood and agree to be bound by the Paypal terms and conditions which are available on their website.
5.3. You acknowledge and agree that where a request for the payment of the Services Fee is returned or denied, for whatever reason, by your financial institution or is unpaid by you for any other reason, then you are liable for any costs, including banking fees and charges, associated with the Services Fee.
5.4. You agree and acknowledge that M Asher & A. J Oldfield can vary the Services Fee at any time.
6. Refund Policy
M Asher & A. J Oldfield will only provide you with a refund of the Services Fee in the event they are unable to continue to provide the Services or if the manager of M Asher & A. J Oldfield makes a decision, at its absolute discretion, that it is reasonable to do so under the circumstances (the 'Refund').
7. Copyright and Intellectual Property
7.1. The Website, the Services and all of the related products of M Asher & A. J Oldfield are subject to copyright. The material on the Website is protected by copyright under the laws of Australia and through international treaties. Unless otherwise indicated, all rights (including copyright) in the Services and compilation of the Website (including but not limited to text, graphics, logos, button icons, video images, audio clips, Website, code, scripts, design elements and interactive features) or the Services are owned or controlled for these purposes, and are reserved by M Asher & A. J Oldfield or its contributors.
7.2. All trademarks, service marks and trade names are owned, registered and/or licensed by M Asher & A. J Oldfield, who grants to you a worldwide, nonexclusive, royalty-free, revocable license whilst you are a Member to:
(a) use the Website pursuant to the Terms;
(b) copy and store the Website and the material contained in the Website in your device's cache memory; and
(c) print pages from the Website for your own personal and non-commercial use.
M Asher & A. J Oldfield does not grant you any other rights whatsoever in relation to the Website or the Services. All other rights are expressly reserved by M Asher & A. J Oldfield.
7.3. M Asher & A. J Oldfield retains all rights, title and interest in and to the Website and all related Services. Nothing you do on or in relation to the Website will transfer any:
(a) business name, trading name, domain name, trade mark, industrial design, patent, registered design or copyright, or
(b) a right to use or exploit a business name, trading name, domain name, trade mark or industrial design, or
(c) a thing, system or process that is the subject of a patent, registered design or copyright (or an adaptation or modification of such a thing, system or process), to you.
7.4. You may not, without the prior written permission of M Asher & A. J Oldfield and the permission of any other relevant rights owners: broadcast, republish, up-load to a third party, transmit, post, distribute, show or play in public, adapt or change in any way the Services or third party Services for any purpose, unless otherwise provided by these Terms. This prohibition does not extend to materials on the Website which are freely available for re-use or are in the public domain.
8. Privacy
8.1. M Asher & A. J Oldfield takes your privacy seriously and any information provided through your use of the Website and/or Services are subject to M Asher & A. J Oldfield's Privacy Policy, which is available on the Website.
9. General Disclaimer
9.1. Nothing in the Terms limits or excludes any guarantees, warranties, representations or conditions implied or imposed by law, including the Australian Consumer Law (or any liability under them) which by law may not be limited or excluded.
9.2. Subject to this clause, and to the extent permitted by law:
(a) all terms, guarantees, warranties, representations or conditions which are not expressly stated in the Terms are excluded; and
(b) M Asher & A. J Oldfield will not be liable for any special, indirect or consequential loss or damage (unless such loss or damage is reasonably foreseeable resulting from our failure to meet an applicable Consumer Guarantee), loss of profit or opportunity, or damage to goodwill arising out of or in connection with the Services or these Terms (including as a result of not being able to use the Services or the late supply of the Services), whether at common law, under contract, tort (including negligence), in equity, pursuant to statute or otherwise.
9.3. Use of the Website and the Services is at your own risk. Everything on the Website and the Services is provided to you "as is" and "as available" without warranty or condition of any kind. None of the affiliates, directors, officers, employees, agents, contributors and licensors of M Asher & A. J Oldfield make any express or implied representation or warranty about the Services or any products or Services (including the products or Services of M Asher & A. J Oldfield) referred to on the Website. This includes (but is not restricted to) loss or damage you might suffer as a result of any of the following:
(a) failure of performance, error, omission, interruption, deletion, defect, failure to correct defects, delay in operation or transmission, computer virus or other harmful component, loss of data, communication line failure, unlawful third party conduct, or theft, destruction, alteration or unauthorised access to records;
(b) the accuracy, suitability or currency of any information on the Website, the Services, or any of its Services related products (including third party material and advertisements on the Website);
(c) costs incurred as a result of you using the Website, the Services or any of the products of M Asher & A. J Oldfield; and
(d) the Services or operation in respect to links which are provided for your convenience.
10. Limitation of liability
10.1. M Asher & A. J Oldfield's total liability arising out of or in connection with the Services or these Terms, however arising, including under contract, tort (including negligence), in equity, under statute or otherwise, will not exceed the resupply of the Services to you.
10.2. You expressly understand and agree that M Asher & A. J Oldfield, its affiliates, employees, agents, contributors and licensors shall not be liable to you for any direct, indirect, incidental, special consequential or exemplary damages which may be incurred by you, however caused and under any theory of liability. This shall include, but is not limited to, any loss of profit (whether incurred directly or indirectly), any loss of goodwill or business reputation and any other intangible loss.
11. Termination of Contract
11.1. The Terms will continue to apply until terminated by either you or by M Asher & A. J Oldfield as set out below.
11.2. If you want to terminate the Terms, you may do so by:
(a) providing M Asher & A. J Oldfield with 1 days' notice of your intention to terminate; and
(b) closing your accounts for all of the services which you use, where M Asher & A. J Oldfield has made this option available to you. Your notice should be sent, in writing, to M Asher & A. J Oldfield via the 'Contact Us' link on our homepage.
11.3. M Asher & A. J Oldfield may at any time, terminate the Terms with you if:
(a) you have breached any provision of the Terms or intend to breach any provision;
(b) M Asher & A. J Oldfield is required to do so by law;
(c) the provision of the Services to you by M Asher & A. J Oldfield is, in the opinion of M Asher & A. J Oldfield, no longer commercially viable.
11.4. Subject to local applicable laws, M Asher & A. J Oldfield reserves the right to discontinue or cancel your membership at any time and may suspend or deny, in its sole discretion, your access to all or any portion of the Website or the Services without notice if you breach any provision of the Terms or any applicable law or if your conduct impacts M Asher & A. J Oldfield's name or reputation or violates the rights of those of another party.
12. Indemnity
12.1. You agree to indemnify M Asher & A. J Oldfield, its affiliates, employees, agents, contributors, third party content providers and licensors from and against:
(a) all actions, suits, claims, demands, liabilities, costs, expenses, loss and damage (including legal fees on a full indemnity basis) incurred, suffered or arising out of or in connection with Your Content;
(b) any direct or indirect consequences of you accessing, using or transacting on the Website or attempts to do so; and/or (c) any breach of the Terms.
13. Dispute Resolution
13.1. Compulsory:
If a dispute arises out of or relates to the Terms, either party may not commence any Tribunal or Court proceedings in relation to the dispute, unless the following clauses have been complied with (except where urgent interlocutory relief is sort).
13.2. Notice:
A party to the Terms claiming a dispute ('Dispute') has arisen under the Terms, must give written notice to the other party detailing the nature of the dispute, the desired outcome and the action required to settle the Dispute.
13.3. Resolution:
On receipt of that notice ('Notice') by that other party, the parties to the Terms ('Parties') must:
(a) Within 14 days of the Notice endeavour in good faith to resolve the Dispute expeditiously by negotiation or such other means upon which they may mutually agree;
(b) If for any reason whatsoever, 14 days after the date of the Notice, the Dispute has not been resolved, the Parties must either agree upon selection of a mediator or request that an appropriate mediator be appointed by the President of the Australian Mediation Association or his or her nominee;
(c) The Parties are equally liable for the fees and reasonable expenses of a mediator and the cost of the venue of the mediation and without limiting the foregoing undertake to pay any amounts requested by the mediator as a pre-condition to the mediation commencing. The Parties must each pay their own costs associated with the mediation;
(d) The mediation will be held in South Australia, Australia.
13.4. Confidential
All communications concerning negotiations made by the Parties arising out of and in connection with this dispute resolution clause are confidential and to the extent possible, must be treated as "without prejudice" negotiations for the purpose of applicable laws of evidence.
13.5. Termination of Mediation:
If 3 Months have elapsed after the start of a mediation of the Dispute and the Dispute has not been resolved, either Party may ask the mediator to terminate the mediation and the mediator must do so.
14. Venue and Jurisdiction
The Services offered by M Asher & A. J Oldfield is intended to be viewed by residents of Australia. In the event of any dispute arising out of or in relation to the Website, you agree that the exclusive venue for resolving any dispute shall be in the courts of South Australia, Australia.
15. Governing Law
The Terms are governed by the laws of South Australia, Australia. Any dispute, controversy, proceeding or claim of whatever nature arising out of or in any way relating to the Terms and the rights created hereby shall be governed, interpreted and construed by, under and pursuant to the laws of South Australia, Australia, without reference to conflict of law principles, notwithstanding mandatory rules. The validity of this governing law clause is not contested. The Terms shall be binding to the benefit of the parties hereto and their successors and assigns.
16. Independent Legal Advice
Both parties confirm and declare that the provisions of the Terms are fair and reasonable and both parties having taken the opportunity to obtain independent legal advice and declare the Terms are not against public policy on the grounds of inequality or bargaining power or general grounds of restraint of trade.
17. Severance
If any part of these Terms is found to be void or unenforceable by a Court of competent jurisdiction, that part shall be severed and the rest of the Terms shall remain in force.


--- layout: post title: Nature's Co Lemon Peel Exfoliating Body Wash tags: - Nature’s Co status: publish type: post published: true meta: _edit_last: '2' wp_plus_one_redirect: '' _aioseop_title: Nature's Co Lemon Peel Exfoliating Body Wash wp_plus_one_disabled: '1' _aioseop_keywords: Nature's Co Lemon Peel Exfoliating Body Wash review _yoast_wpseo_linkdex: '0' _thumbnail_id: '3993' _yoast_wpseo_focuskw: '' _yoast_wpseo_title: '' _yoast_wpseo_metadesc: '' _yoast_wpseo_metakeywords: '' _yoast_wpseo_meta-robots-noindex: '0' _yoast_wpseo_meta-robots-nofollow: '0' _yoast_wpseo_meta-robots-adv: none _yoast_wpseo_sitemap-include: ! '-' _yoast_wpseo_sitemap-prio: ! '-' _yoast_wpseo_canonical: '' _yoast_wpseo_redirect: '' ---
Summer is all about Citrus and Mint fragrance to me, they just lift up the spirits and give an extra fresh feel. When it comes to citrus I just love the Lemon and Satsuma range from The Body Shop. I received two sample sized Nature's Co Lemon Peel Exfoliating Body Wash in February edition of Blisscovered, who are lost in the woods somewhere.
Price: Rs. 775 for 250mlClaims: Gently exfoliates and makes skin clean & fresh. Acts as a great astringent, improving its luster and makes lighter.
This clean fresh extract of Lemon Peel not only is a great astringent that helps firm skins elasticity but also balances the pH of the skin which increases the luster of dull and tired looking skin by lightening it mildly. Kiwi seeds & Walnut grits gently exfoliate the skin leaving smooth & renewed. In the shower or bath, spread the scrub over your entire body. Rub it in to exfoliate & then rinse well. It will leave you feeling smooth all over.
My Experience: Comes in a tube packaging, which is definitely helpful and travel friendly. Smells citrus and has small exfoliating beads. Lathers up really good and leaves behind refreshed skin. Only if the price tag could be a bit lower, I might have bought it again.
What I like:


"""
General tensor manipulation utility functions (initializations, permutations, one hot)
"""
import math
import torch
import torch.nn as nn
from mixmo.utils.logger import get_logger
LOGGER = get_logger(__name__, level="DEBUG")
[docs]def onehot(size, target):
"""
Translate scalar targets to one hot vectors
"""
vec = torch.zeros(size, dtype=torch.float32)
vec[target] = 1.
return vec
# permutation tools
[docs]def randperm_static(batch_size, proba_static=0):
"""
Perform random permutation with a set percentage remaining fixed
"""
if proba_static <= 0:
return torch.randperm(batch_size)
size_static = int(batch_size * proba_static)
torch_static = torch.arange(0, size_static).long()
size_shuffled = int(batch_size) - size_static
torch_shuffled = size_static + torch.randperm(size_shuffled)
return torch.cat([torch_static, torch_shuffled])
# initializations like in tensorflow
[docs]def truncated_normal_(tensor, mean=0, std=1):
"""
Initialization function
"""
size = tensor.shape
tmp = tensor.new_empty(size + (4,)).normal_()
valid = (tmp < 2) & (tmp > -2)
ind = valid.max(-1, keepdim=True)[1]
tensor.data.copy_(tmp.gather(-1, ind).squeeze(-1))
tensor.data.mul_(std).add_(mean)
[docs]def _calculate_fan_in_and_fan_out(tensor):
"""
Compute the minimal input and output sizes for the weight tensor
"""
dimensions = tensor.dim()
if dimensions < 2:
raise ValueError("Fan in and fan out can not be computed for tensor with fewer than 2 dimensions")
if dimensions == 2: # Linear
fan_in = tensor.size(1)
fan_out = tensor.size(0)
else:
num_input_fmaps = tensor.size(1)
num_output_fmaps = tensor.size(0)
receptive_field_size = 1
if tensor.dim() > 2:
receptive_field_size = tensor[0][0].numel()
fan_in = num_input_fmaps * receptive_field_size
fan_out = num_output_fmaps * receptive_field_size
return fan_in, fan_out
[docs]def _calculate_correct_fan(tensor, mode):
"""
Return the minimal input or output sizes for the weight tensor depending on which is needed
"""
mode = mode.lower()
valid_modes = ['fan_in', 'fan_out']
if mode not in valid_modes:
raise ValueError("Mode {} not supported, please use one of {}".format(mode, valid_modes))
fan_in, fan_out = _calculate_fan_in_and_fan_out(tensor)
return fan_in if mode == 'fan_in' else fan_out
[docs]def kaiming_normal_truncated(tensor, a=0, mode='fan_in', nonlinearity='relu'):
r"""Fills the input `Tensor` with values according to the method
described in `Delving deep into rectifiers: Surpassing human-level
performance on ImageNet classification` - He, K. et al. (2015), using a
normal distribution. The resulting tensor will have values sampled from
:math:`\mathcal{N}(0, \text{std})` where
.. math::
\text{std} = \sqrt{\frac{2}{(1 + a^2) \times \text{fan\_in}}}
Also known as He initialization.
Args:
tensor: an n-dimensional `torch.Tensor`
a: the negative slope of the rectifier used after this layer (0 for ReLU
by default)
mode: either ``'fan_in'`` (default) or ``'fan_out'``. Choosing ``'fan_in'``
preserves the magnitude of the variance of the weights in the
forward pass. Choosing ``'fan_out'`` preserves the magnitudes in the
backwards pass.
nonlinearity: the non-linear function (`nn.functional` name),
recommended to use only with ``'relu'`` or ``'leaky_relu'`` (default).
Examples:
>>> w = torch.empty(3, 5)
>>> nn.init.kaiming_normal_(w, mode='fan_out', nonlinearity='relu')
"""
fan = _calculate_correct_fan(tensor, mode)
gain = nn.init.calculate_gain(nonlinearity, a)
std = gain / math.sqrt(fan)
std = std / .87962566103423978
with torch.no_grad():
return truncated_normal_(tensor, 0, std)
[docs]def weights_init_hetruncatednormal(m, dense_gaussian=False):
"""
Simple init function
"""
classname = m.__class__.__name__
if classname.find('Conv') != -1:
kaiming_normal_truncated(m.weight.data, a=0, mode='fan_in', nonlinearity='relu')
if m.bias is not None:
nn.init.constant(m.bias, 0)
elif classname.find('Linear') != -1:
if dense_gaussian:
nn.init.normal_(m.weight.data, mean=0, std=0.01)
else:
kaiming_normal_truncated(
m.weight.data, a=0, mode='fan_in', nonlinearity='relu'
)
if m.bias is not None:
nn.init.constant_(m.bias, 0)
elif isinstance(m, nn.BatchNorm2d):
if m.weight is not None:
m.weight.data.fill_(1)
m.bias.data.zero_()


Log system will save the data into a .csv file for further analysis.
All the data logged are shown in the log widget. Every a hundred rows around, The program will clear the table and auto-save it into log_temp.csv under temp folder. If the program crash, you can recover most of the data from log_temp.csv, but the last dozens of rows without having been auto-saved will be gone.
Note: when the program restart, log_temp.csv will be deleted. So if you are trying to recover data from this file, DO NOT restart the program!
Clicking "Save as" button will save the data temporarily stored in log_temp.csv into the file you specify.
Clicking "Clear and Restart" button will clear the data temporarily stored in log_temp.csv and start a brand new log.


Preparation time
less than 30 mins
Cooking time
30 mins to 1 hour
Serves
Serves 4
Try this Thai-style twist on a classic roast chicken. Any leftovers will make great sandwiches!
For the Thai roast chicken, preheat the oven to 190C/350F/Gas 5.
Blend the chillies, creamed coconut, lime zest, lime juice and coriander in a food processor to a smooth paste.
Carefully push some of the paste between the skin and flesh of the chicken breasts, making sure it is evenly distributed.
Score the chicken thighs twice with a sharp knife right down to the bone. Carefully rub the remaining paste into the cuts and all over the chicken thighs.
Lay the lime slices on the bottom of a roasting tray and sit the chicken on top. Cover with aluminium foil and roast in the oven for 40 minutes. Remove the aluminium foil, baste the chicken with any juices that have collected in the bottom of the tray and return to the oven for a further 30-40 minutes, basting occasionally, or until the chicken is cooked through.
Remove the chicken from the oven and set aside to rest in a warm place for five minutes.
Meanwhile, for the sesame noodles, cook the noodles according to the packet instructions. Drain well.
Mix the cooked noodles, sesame seeds, sesame oil and spring onions together in a bowl. Set aside.
For the garlic pak choi, heat the oil in a frying pan over a medium heat. Fry the garlic and sugar for one minute, until the sugar has caramelised. Add the pak choi, cut-sides down, then pour in the chicken stock and fish sauce and bring the mixture to the boil. Reduce the heat until the mixture is simmering, then cover the pan with a circle of greaseproof paper (a cartouche) and simmer for 3-4 minutes, or until the pak choi is tender.
To serve, carve the chicken. Place one pak choi half into each of four serving bowls. Twist portions of the noodles around a fork and place them in the middle of the serving bowls. Top with the some of the chicken and the remaining pak choi halves, then drizzle with any juices from the roasting tray. Garnish with the coriander sprigs.


Methods
addListener(eventName, cb)
Adds a new listener for the event based on the string token eventName, or creates the event
type if not in dict of events. Throws a TypeError if not passed a callback function.
Parameters:
| Name | Type | Description |
|---|---|---|
eventName |
string | A string token for event type, by name |
cb |
function | The callback function to invoke when a matching event is emitted |
- Source:
emit(eventName, …args)
When an event is emitted matching a registered event type, invokes each listener's callback function
in the order they were registered, passing along whatever arguments the emit method recieved.
Throws a ReferenceError if the event name has never been registered - passes silently if no handlers
are currently registered for a given event name.
Parameters:
| Name | Type | Attributes | Description |
|---|---|---|---|
eventName |
string | A string token for event type, by name | |
args |
* |
<repeatable> |
Takes any number of any type of arguments and passes them to the callback functions |
- Source:
once(eventName, cb)
Adds a one-time-use listener for the eventName, removed from listeners after first matching event
is emitted. Cannot be removed by removeListener - must use the returned unsubscribe function.
Throws a TypeError if not passed a function as a handler.
Parameters:
| Name | Type | Description |
|---|---|---|
eventName |
string | A string token for event type, by name |
cb |
function | The callback function to invoke once when a matching event is emitted |
- Source:
removeAllListeners(eventName)
Removes all matching listeners for the event based on the string token eventName. Returns the
EventEmitter if a matching event name is found, throws a ReferenceError if no events are
registered by the event name.
Note: does not remove the event type key from the dict, simply clears all listeners.
Parameters:
| Name | Type | Description |
|---|---|---|
eventName |
string | A string token for event type, by name, to remove all events. |
- Source:
removeListener(eventName, cb)
Removes the first matching listener for the event based on the string token eventName.
Returns true if a matching callback is found, throws a ReferenceError if no events are
registered by the event name or no matching listeners are found.
Parameters:
| Name | Type | Description |
|---|---|---|
eventName |
string | A string token for event type, by name |
cb |
function | The callback function to remove from the registered listeners |
- Source:


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| date: | 2013/10/09 |
|---|
This release makes s3put region-aware, adds some missing features to EC2 and SNS, enables EPUB documentation output, and makes the HTTP(S) connection pooling port-aware, which in turn enables connecting to e.g. mock services running on localhost.


Engine repair entails regular servicing of vehicles, using genuine repair parts and lubricants.
Engine repair prices varies from vehicle model as work, consumables & labour charges vary
Wheel alignment sometimes referred to as breaking, or tracking is part of standard automobile maintenance that consists of adjusting the angles of wheels to the car manufacture specifications.
We do wheel alignment in order to reduce tire wear and to ensure that vehicle travel is straight, safe and true.
Engine repair prices varies from vehicle model as work, consumables & labour charges vary
Your car uses several different fluids to keep it running smoothly.Remaliah Mechanic offers multiple service packages designed to keep those fluids and the systems that rely on them clean and free of leaks.
We recommend changing your vehicle's fluids as specified by the manufacturer.
He is the senior most member of the management team who governs the rest of the members in the team.
He second the senior most member of the management team and ensures everthing is running smoothly even when the Governor is not available.
She is in-charge of matters finance


public interface FetchPlan
PersistenceManager.getFetchPlan()
, Extent.getFetchPlan()
, and
Query.getFetchPlan()
. When a Query
or
Extent
is retrieved from a
PersistenceManager
, its FetchPlan
is
initialized to the same settings as that of the
PersistenceManager
. Subsequent modifications of the
Query
or Extent
's FetchPlan
are not reflected in the FetchPlan
of the
PersistenceManager
.| Modifier and Type | Field and Description |
|---|---|
static String |
ALL
For use with
addGroup(java.lang.String) , removeGroup(java.lang.String) , and the
various setGroups(java.util.Collection) calls. |
static String |
DEFAULT
For use with
addGroup(java.lang.String) , removeGroup(java.lang.String) , and the
various setGroups(java.util.Collection) calls. |
static int |
DETACH_LOAD_FIELDS
For use with
PersistenceManager.detachCopy(T) and
setDetachmentOptions(int) . |
static int |
DETACH_UNLOAD_FIELDS
For use with
PersistenceManager.detachCopy(T) and
setDetachmentOptions(int) . |
static int |
FETCH_SIZE_GREEDY
For use with
setFetchSize(int) . |
static int |
FETCH_SIZE_OPTIMAL
For use with
setFetchSize(int) . |
| Modifier and Type | Method and Description |
|---|---|
FetchPlan |
addGroup(String fetchGroupName)
Add the fetch group to the set of active fetch groups.
|
FetchPlan |
clearGroups()
Remove all active groups leaving no active fetch group.
|
int |
getDetachmentOptions()
Get options used during detachment.
|
Class[] |
getDetachmentRootClasses()
Get the root classes for DetachAllOnCommit.
|
Collection |
getDetachmentRoots()
Get the roots for DetachAllOnCommit.
|
int |
getFetchSize()
Return the fetch size, or
FETCH_SIZE_OPTIMAL if not set,
or FETCH_SIZE_GREEDY to fetch all. |
Set |
getGroups()
Return an immutable Set containing the names
of all active fetch groups.
|
int |
getMaxFetchDepth()
Return the maximum fetch depth used when fetching instances.
|
FetchPlan |
removeGroup(String fetchGroupName)
Remove the fetch group from the set active fetch groups.
|
FetchPlan |
setDetachmentOptions(int options)
Set options to be used during detachment.
|
FetchPlan |
setDetachmentRootClasses(Class... rootClasses)
Set the root classes for DetachAllOnCommit.
|
FetchPlan |
setDetachmentRoots(Collection roots)
Set the roots for DetachAllOnCommit.
|
FetchPlan |
setFetchSize(int fetchSize)
Set the fetch size for large result set support.
|
FetchPlan |
setGroup(String fetchGroupName)
Set the active fetch groups to the single named fetch group.
|
FetchPlan |
setGroups(Collection fetchGroupNames)
Set a collection of groups.
|
FetchPlan |
setGroups(String... fetchGroupNames)
Set a collection of groups.
|
FetchPlan |
setMaxFetchDepth(int fetchDepth)
Set the maximum fetch depth when fetching.
|
static final String DEFAULT
addGroup(java.lang.String)
, removeGroup(java.lang.String)
, and the
various setGroups(java.util.Collection)
calls.  Value: all
.static final int DETACH_UNLOAD_FIELDS
PersistenceManager.detachCopy(T)
and
setDetachmentOptions(int)
. Specifies that
fields that are loaded but not in the current fetch plan should
be unloaded prior to detachment.static final int DETACH_LOAD_FIELDS
PersistenceManager.detachCopy(T)
and
setDetachmentOptions(int)
. Specifies that
fields that are not loaded but are in the current fetch plan should
be loaded prior to detachment.static final int FETCH_SIZE_GREEDY
setFetchSize(int)
. Value: -1.static final int FETCH_SIZE_OPTIMAL
setFetchSize(int)
. Value: 0.FetchPlan addGroup(String fetchGroupName)
FetchPlan removeGroup(String fetchGroupName)
FetchPlan clearGroups()
Set getGroups()
FetchPlan setGroups(Collection fetchGroupNames)
fetchGroupNames
- a collection of names of fetch groupsFetchPlan setGroups(String... fetchGroupNames)
fetchGroupNames
- a String array of names of fetch groupsFetchPlan setGroup(String fetchGroupName)
fetchGroupName
- the single fetch groupFetchPlan setMaxFetchDepth(int fetchDepth)
fetchDepth
- the depthint getMaxFetchDepth()
FetchPlan setDetachmentRoots(Collection roots)
roots
- Collection of the detachment roots.Collection getDetachmentRoots()
FetchPlan setDetachmentRootClasses(Class... rootClasses)
rootClasses
- The root classes.Class[] getDetachmentRootClasses()
FetchPlan setFetchSize(int fetchSize)
FETCH_SIZE_OPTIMAL
to unset, and FETCH_SIZE_GREEDY
to force loading of everything.fetchSize
- the fetch sizeint getFetchSize()
FETCH_SIZE_OPTIMAL
if not set,
or FETCH_SIZE_GREEDY
to fetch all.FetchPlan setDetachmentOptions(int options)
DETACH_LOAD_FIELDS
and DETACH_UNLOAD_FIELDS
.int getDetachmentOptions()
Copyright © 2005–2020 Apache Software Foundation. All rights reserved.


Control panic, both your own and the victim's. Reassure him and try to keep him quiet. Perform a rapid physical exam. Look for the cause of the injury
and follow the ABCs of first aid. Start with the airway and breathing, but be discerning In some cases, a person may die from arterial bleeding more qui
ckly than from an airway obstruction.
The following paragraphs describe how to treat airway, bleeding, and shock emergencies.
OPEN AIRWAY AND MAINTAIN
You can open an airway and maintain it by using the following steps:
. You should check to see if the victim has a partial or complete airway obstruction. If he can cough or speak allow him to clear the obstruction
naturally. Stand by, reassure the victim, and be ready to clear his airway and perform mouth-to-mouth resuscitation should he become unconscious.
If his airway is completely obstructed,administer abdominal thrusts until the obstruction is cleared.
. Using a finger, quickly sweep the victim's mouth clear of any foreign objects, broken teeth, dentures, and sand.
. Using the jaw thrust method, grasp the angles of the victim's lower jaw and lift with both hands, one on each side
, moving the jaw forward. For stability, rest your elbows on the surface on which the victim is lying. If his lips are closed,
gently open the lower lip with your thumb (Figure 4-1).
Figure 4-1. Jaw Thrust Method
.
Allow the lungs to deflate after the second inflation and perform the following:
Look for his chest to rise and fall.
Listen for escaping air during exhalation.
Feel for flow of air on your cheek.
. If the forced breaths do not stimulate spontaneous breathing, maintain the victim's breathing by performing mouth-to-mouth resuscitation.
. There is danger of the victim vomiting during mouth-to-mouth resuscitation. Check the victim's mouth periodically for vomit and clear as needed.
NOTE
: Cardiopulmonary resuscitation (CPR) may be necessary after cleaning the airway, but only after major bleeding is under control.
See FM 21-20, Physical Fitness Training, the American Heart Association manual, the Red Cross manual, or most other first aid books
for detailed instructions on CPR.
CONTROL BLEEDING
. In a survival situation, you must control serious bleeding immediately because replacement fluids normally are not available and the victim
can die within a matter of minutes. External bleeding falls into the following classifications (according to its source):
Arterial. Blood vessels called arteries carry blood away from the heart and through the body. A cut artery issues bright red blood
from the wound in distinct spurts or pulsesthat correspond to the rhythm of the heartbeat. Because the blood in the arteries is under high pressure,
an individual can lose a large volume of blood in a short period when damage to an artery of significant size occurs. Therefore, arterial bleeding
is the most serious type of bleeding. If not controlled promptly, it can be fatal.
Venous. Venous blood is blood that is returning to the heart through blood vessels called veins. A steady flow of dark red, maroon,
or bluish blood characterizes bleeding from a vein. You can usually control venous bleeding more easily than arterial bleeding.
Capillary. The capillaries are the extremely small vessels that connect the arteries with the veins. Capillary bleeding most commonly occurs
in minor cuts and scrapes. This type of bleeding is not difficult to control.
You can control external bleeding by direct pressure, indirect (pressure points) pressure, elevation, digital ligation, or tourniquet.
Each method is explained below.
Direct Pressure
The most effective way to control external bleeding is by applying pressure directly over the wound. This pressure must not only be firm enough
to stop the bleeding, but it must also be maintained long enough to "seal off" the damaged surface.
If bleeding continues after having applied direct pressure for 30 minutes, apply a pressure dressing. This dressing consists of a thick dressing
of gauze or other suitable material applied directly over the wound and held in place with a tightly wrapped bandage (Figure 4-2). It should be
tighter than an ordinary compression bandage but not so tight that it impairs circulation to the rest of the limb. Once you apply the dressing,
do not remove it, even when the dressing becomes blood soaked.
Figure 4-2. Application of a Pressure Dressing
Leave the pressure dressing in place for 1 or 2 days, after which you can remove and replace it with a smaller dressing. In the long-term
survival environment, make fresh, daily dressing changes and inspect for signs of infection.
Elevation
Raising an injured extremity as high as possible above the heart's level slows blood loss by aiding the return of blood to the heart and
lowering the blood pressure at the wound. However, elevation alone will not control bleeding entirely; you must also apply direct pressure
over the wound. When treating a snakebite, be sure to keep the extremity lowerthan the heart.
Pressure Points
A pressure point is a location where the main artery to the wound lies near the surface of the skin or where the artery passes directly
over a bony prominence (Figure 4-3). You can use digital pressure on a pressure point to slow arterial bleeding until the application of a
pressure dressing. Pressure point control is not as effective for controlling bleeding as direct pressure exerted on the wound. It is rare
when a single major compressible artery supplies a damaged vessel.
Figure 4-3. Pressure Points
If you cannot remember the exact location of the pressure points, follow this rule: Apply pressure at the end of the joint just above the
injured area. On hands, feet, and head, this will be the wrist, ankle, and neck, respectively.
WARNING
Use caution when applying pressure to the neck. Too much pressure for too long may cause unconsciousness or death. Never place a
tourniquet around the neck.
Maintain pressure points by placing a round stick in the joint, bending the joint over the stick, and then keeping it tightly bent by lashing.
By using this method to maintain pressure, it frees your hands to work in other areas.
Digital Ligation
You can stop major bleeding immediately or slow it down by applying pressure with a finger or two on the bleeding end of the vein or artery.
Maintain the pressure until the bleeding stops or slows down enough to apply a pressure bandage, elevation, and so forth.
Tourniquet
Use a tourniquet only when direct pressure over the bleeding point and all other methods did not control the bleeding. If you leave a tourniquet
in place too long, the damage to the tissues can progress to gangrene, with a loss of the limb later. An improperly applied tourniquet can also
cause permanent damage to nerves and other tissues at the site of the constriction. If you must use a tourniquet, place it around the extremity,
between the wound and the heart, 5 to 10 centimeters (2 to 4 inches) above the wound site. Never place it directly over the wound or a fracture.
Figure 4-4 explains how to apply a tourniquet.
Figure 4-4. Application of Tourniquet
After you secure the tourniquet, clean and bandage the wound. A lone survivor does notremove or release an applied tourniquet. However,
in a buddy system, the buddy can release the tourniquet pressure every 10 to 15 minutes for 1 or 2 minutes to let blood flow to the rest
of the extremity to prevent limb loss.
PREVENT AND TREAT SHOCK
Anticipate shock in all injured personnel. Treat all injured persons as follows, regardless of what symptoms appear (Figure 4-5):
If the victim is conscious, place him on a level surface with the lower extremities elevated 15 to 20 centimeters (6 to 8 inches).
If the victim is unconscious, place him on his side or abdomen with his head turned to one side to prevent choking on vomit, blood,
other fluids.
If you are unsure of the best position, place the victim perfectly flat. Once the victim is in a shock position, do not move him.
Maintain body heat by insulating the victim from the surroundings and, in some instances, applying external heat.
If wet, remove all the victim's wet clothing as soon as possible and replace with dry clothing.
Improvise a shelter to insulate the victim from the weather.
Use warm liquids or foods, a prewarmed sleeping bag, another person, warmed water in canteens, hot rocks wrapped in clothing
If the victim is conscious, slowly administer small doses of a warm salt or sugar solution, if available.
If the victim is unconscious or has abdominal wounds, do not give fluids by mouth.
Have the victim rest for at least 24 hours.


Cook
Cook is a build system designed to make life easy.
It is extensible, dynamic, fast, parallel and cross-platform.
--- layout: custom no_anchors: true title: A Modern Build System Written In Python ---
Cook is a build system designed to make life easy.
It is extensible, dynamic, fast, parallel and cross-platform.
Reasoning about and changing your build is breeze with Cook, not only because of an appropriate language. Learn more ...
The build system will take care of practically all tedious platform-specific details for you. Learn more ...
Write custom rules easily in next to no time thanks to the intuitive but powerful API and Python. Learn more ...
Save productive time because of speedy configuration and parallel, incremental and minimal rebuilds. Learn more ...
Always get a correct, reproducible build. There is absolutely no need to do complete rebuilds. Learn more ...
Cook includes rules for many languages or use cases and offers nice integration between them. Learn more ...
“I'm tired of crippled DSLs that creak when you inevitably push them where they weren't meant to go.” — oblio, on Reddit


preprocessing.Rmd
First we preprocess the corpus using example data, a tiny corpus of 9 documents. Reproducing the tutorial on corpora and vector spaces.
library(gensimr)
set.seed(42) # rerproducability
# sample data
data(corpus, package = "gensimr")
print(corpus)
#> [1] "Human machine interface for lab abc computer applications"
#> [2] "A survey of user opinion of computer system response time"
#> [3] "The EPS user interface management system"
#> [4] "System and human system engineering testing of EPS"
#> [5] "Relation of user perceived response time to error measurement"
#> [6] "The generation of random binary unordered trees"
#> [7] "The intersection graph of paths in trees"
#> [8] "Graph minors IV Widths of trees and well quasi ordering"
#> [9] "Graph minors A survey"
# preprocess corpus
docs <- prepare_documents(corpus)
#> → Preprocessing 9 documents
#> ← 9 documents after perprocessing
This produces the same output as the built-in prepared documents.
common_texts()
#> [['human', 'interface', 'computer'], ['survey', 'user', 'computer', 'system', 'response', 'time'], ['eps', 'user', 'interface', 'system'], ['system', 'human', 'system', 'eps'], ['user', 'response', 'time'], ['trees'], ['graph', 'trees'], ['graph', 'minors', 'trees'], ['graph', 'minors', 'survey']]
The following are methods that work on lists, character vectors and data.frames.
preprocessed <- preprocess(corpus)
preprocessed[[1]]
#> [1] "human" "machin" "interfac" "lab" "abc" "applic"
By default, the function preprocess
applies the following:
strip_tags
strip_punctuation
strip_multiple_spaces
strip_numeric
remove_stopwords
strip_short
stem_text
preprocessed <- preprocess(corpus, filters = c("strip_tags", "strip_punctuation", "strip_multiple_spaces", "strip_numeric",
"remove_stopwords"))
preprocessed[[1]]
#> [1] "human" "machine" "interface" "lab"
#> [5] "abc" "applications"
Remove stopwords.
remove_stopwords(corpus[[1]])
#> [1] "Human machine interface lab abc applications"
Remove short words.
remove_stopwords(corpus[[2]], min_len = 3)
#> [1] "A survey user opinion response time"
split_alphanum("24.0hours7 days365 a1b2c3")
#> [1] "24.0 hours 7 days 365 a 1 b 2 c 3"
Replaces punctuation with space.
strip_punctuation("A semicolon is a stronger break than a comma, but not as much as a full stop!")
#> [1] "A semicolon is a stronger break than a comma but not as much as a full stop "
Removes non-alphabetic characters.
strip_non_alphanum("if-you#can%read$this&then@this#method^works")
#> [1] "if you can read this then this method works"
Remove repeating whitespace characters (spaces, tabs, line breaks) from s and turns tabs & line breaks into spaces.
strip_multiple_spaces(paste0("salut", '\r', " les", '\n', " loulous!"))
#> [1] "salut les loulous!"


Schools of the future will be part of an ecosystem.
We are hosting workshops for high school students to redesign learning experiences: a prototype of how we believe future schools will improve by acting on the needs and ideas of their students. Let us know if you want to join or help in some other way.


All Packages Class Hierarchy This Package Previous Next Index
Class com.jclark.xml.sax.ReaderInputStream
java.lang.Object
|
+----java.io.InputStream
|
+----com.jclark.xml.sax.ReaderInputStream
- public class ReaderInputStream
- extends InputStream
An InputStream of the UTF-16 encoding of a Reader.
-
ReaderInputStream(Reader)
-
-
close()
-
-
read()
-
-
read(byte[], int, int)
-
ReaderInputStream
public ReaderInputStream(Reader reader)
read
public synchronized int read() throws IOException
- Overrides:
- read in class InputStream
read
public synchronized int read(byte b[],
int off,
int len) throws IOException
- Overrides:
- read in class InputStream
close
public synchronized void close() throws IOException
- Overrides:
- close in class InputStream
All Packages Class Hierarchy This Package Previous Next Index


|
Asyncore
|
Public Member Functions | |
| __construct (array $streams=[]) | |
| __destruct () | |
| onClient (callable $client_handler) | |
Static Public Member Functions | |
| static | createStream (string $address, $public_key_file=null, $private_key_file=null) |
Public Attributes | |
| $streams | |
| $handshaking_clients = [] | |
| $client_handler | |
| Asyncore\Server::__construct | ( | array | $streams = [] | ) |
| array<resource> | $streams The streams the server listens for new connections on. |
| Asyncore\Server::__destruct | ( | ) |
|
static |
Creates a stream for a server to listen for new connections on.
| string | $address | e.g. "<IP_ADDRESS>:80" |
| string | null | $public_key_file | Path to the file containing your PEM-encoded public key or null if you don't want encryption |
| string | null | $private_key_file | Path to the file containing your PEM-encoded private key or null if you don't want encryption |
| Exception |
| Asyncore\Server::onClient | ( | callable | $client_handler | ) |
Sets the function to be called when a client has connected and finished the TLS handshake, if applicable.
| callable | $client_handler |
| callable Asyncore\Server::$client_handler |
| array Asyncore\Server::$handshaking_clients = [] |
Contains clients that are still pending the TLS handshake.
| array< resource > Asyncore\Server::$streams |
The streams the server listens for new connections on.


This is my application for a witness vote from the Minnow Support Project (post).
I think my main contribution to the Steemit Community is the development of beem. beem is a powerful python library to access the steem blockchain. Starting in February 2018, I added 80,000 lines and committed 650 different changes.
beem is almost feature complete and widely used:
source.
beem is currently on the 26. place of all steem dapps.
Currently, I released version 0.20.9 in which I created easy to use executables for windows (post).
I also write tutorials about how to use beem:
I check every day which full nodes are working publish a post. The information about node state is also written every 3 hours as json_metadata into a account update operation.
As a C/C++ programmer, I have the necessary skills to read the steem C++ code. I try to analyse changes in the source code in my posts:
- Measuring RC costs for 0.20.6
- code review of changes since 0.20.5 - resource delegations pool objects were added
I created a website https://beempy.com which let steem user see how the RC costs develop over time (https://beempy.com/resource_costs) and what an account can do with the remaining RC:
I’m also developing for steemmonsters: New features in python steemmonsters added.
What are you pledging to do to support the Steemit Community?
I will continue my effort in developing beem and I will further improve beempy.com. I will analyze the steem source code and write about changes. I will use beem, to test new versions of steem in the testnet.
What are you pledging to do to support the Minnow Community?
By continuously working on beem, minnows can be further supported by great communities as qurator, steemmonsters and others.
What are you pledging to do to support the Minnow Support Project?
As mentioned above, by actively developing and maintaining beem, the Minnow Support Project is able to upvote post from registered members.
This page is synchronized from the post: ‘Application for a witness vote from the Minnow Support Project’


The duration of a frame in the footage item, in seconds
The height of the footage item, in pixels
The name of the footage item as shown in the project panel
Whether the timecode is in NTSC drop-frame format
The pixel aspect ratio of the footage
The data of a JSON file as an array of sourceData
objects
The contents of a JSON file as a string
The width of the footage item, in pixels
the path in the hierarchy to the desired dynamic data stream
The number of samples in a specified dynamic data stream in a .mgJSON file
The path in the hierarchy to a dynamic data stream.
The start time, in seconds, of the span from which to return samples. Defaults to startTime.
The end time, in seconds, of the span from which to return samples. Defaults to endTime.
The time in seconds for the samples of a specified dynamic data stream in a .mgJSON file
The path in the hierarchy to a dynamic data stream.
The start time, in seconds, of the span from which to return samples. Defaults to startTime.
The end time, in seconds, of the span from which to return samples. Defaults to endTime.
The values for the samples of a specified dynamic data stream in a .mgJSON file.
the path in the hierarchy to the desired data stream
The value of specified static or dynamic data stream in a .mgJSON file
Generated using TypeDoc
The duration of the footage item, in seconds


Primarily a textile trading company, over the past two decades we emerged as a leading importer of Polyester & Nylon Filament Yarn, Metallic Yarn, Polyester Staple Fiber, Polyester Fabrics and Pure Silk Yarn.
Find us, right next to Textile Plaza Karachi.
We've got supplier's of yarn, from around Asia.
We source a range, of different types of yarn products.


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About
About This Blog
Why Named “NO MORE HELLO WORLD”
“Hello world” program is typically one of the simplest programs in most of programming language, and “NO MORE HELLO WORLD” always reminds me working hard to get through the tough life.
Acknowledgements
This blog is based on github pages and Jekyll-Bootstrap, thanks to thoses who dedicates making this freely and easily.
And thanks to my roommates Jiang ji and Ma Jiuyue who help me get into this.
About Me
(Filmed at Nanjing Yangtse River Bridge in May 2013)
Born and brought up in Hei Longjiang Province of China ,and got Bachelor’s Degree in Computer Science from Northwestern Polytechnical University in summer 2010,then undertaken further study for Master’s Degree in Institute of Computing Technology,Chinese Acadamy of Sciences. Now I am pursuiting Ph.D. Degree in Institute of Information Engineering, Chinese Acadamy of Sciences. Currently I am focusing on research of Big Data Management and Big Data Analysis.
My favor includes sports,tour,history,reading and watching films. I dislike writing, and sometimes hate being alone. I do love sports, especially football and basketball, and recently addicted by badmiton.
Follow me @sina weibo


Attendance
Attendance - 14th April 2018
Gender
Male
Female
Enter Pass No.
Bhatti/NIT-2 Pass no.
Submit
Attendance Marked.
Name :
Mayank Dargan
Phone :
880970575,9999656080
Address :
3D/105 NIT Faridabad
Bhatti Pass No :
13160
NIT 2 Pass No :
G-40


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African Short Stories
https://github.com/modomodo/African-Short-Stories
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https://github.com/modomodo/ribbit-design-agency
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https://github.com/modomodo/bootstrap-blastoff


Evette Cheung
[DRAFT] The homepage image is the night scenery of Hong Kong. I am from this beautiful city. My bachelor degree is BA in Accounting and Financial Management. I was a paralegal while I was in Hong Kong. After have moved to Seattle, I got my Washington State Real Estate Broker's Licence. And then I took some coding courses. My goal is to be a product manager.
Learning coding is not the reason of me to be a web/software developer. In fact, I hope knowing more backend operations allows me to become more dynamic and able to communicate with developers and become their manager.


Before Change
"`None` (random initialization) or `pascal_voc` "
"(pre-trained on PASCAL VOC)")
if K.backend() != "tensorflow":
raise RuntimeError("The Deeplabv3+ model is only available with "
"the TensorFlow backend.")
After Change
WEIGHTS_PATH_MOBILE,
cache_subdir="models")
model.load_weights(weights_path, by_name=True)
elif weights == "cityscapes":
if backbone == "xception":
weights_path = get_file("deeplabv3_xception_tf_dim_ordering_tf_kernels_cityscapes.h5",
WEIGHTS_PATH_X_CS,
cache_subdir="models")
else:
weights_path = get_file("deeplabv3_mobilenetv2_tf_dim_ordering_tf_kernels_cityscapes.h5",
WEIGHTS_PATH_MOBILE_CS,
cache_subdir="models")
model.load_weights(weights_path, by_name=True)
return model