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/* ---------------------------------------------------------------------
* Numenta Platform for Intelligent Computing (NuPIC)
* Copyright (C) 2016, Numenta, Inc. Unless you have an agreement
* with Numenta, Inc., for a separate license for this software code, the
* following terms and conditions apply:
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU Affero Public License version 3 as
* published by the Free Software Foundation.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
* See the GNU Affero Public License for more details.
*
* You should have received a copy of the GNU Affero Public License
* along with this program. If not, see http://www.gnu.org/licenses.
*
* http://numenta.org/licenses/
* ---------------------------------------------------------------------
*/
package org.numenta.nupic.network;
import java.util.ArrayList;
import java.util.List;
import java.util.function.Consumer;
import java.util.function.Supplier;
import org.numenta.nupic.model.Persistable;
import org.numenta.nupic.network.sensor.Header;
import org.numenta.nupic.network.sensor.Publisher;
import rx.subjects.PublishSubject;
/**
*
* Ascribes to the {@link Supplier} interface to provide a {@link Publisher} upon request.
* This supplier is expressed as a lambda which acts as a "lazy factory" to create Publishers
* and set references on the Network when {@link PublisherSupplier#get()} is called.
*
* The old way of creating Publishers has now changed when the {@link PAPI} is used.
* Instead, a {@link PublisherSupplier} is used, which ascribes to the {@link Supplier}
* interface which acts like a "lazy factory" and kicks off other needed settings when a new
* Publisher is created...
*
* The basic usage is:
*
*
* Supplier supplier = PublisherSupplier.builder()
* .addHeader("dayOfWeek, timestamp")
* .addHeader("number, date")
* .addHeader("B, T")
* .build();
*
* // Since Suppliers are always added to Sensors we do...
*
* Sensor> sensor = Sensor.create(
* ObservableSensor::create, SensorParams.create(
* Keys::obs, new Object[] {"name", supplier})); // <-- supplier created above
*
* --- OR (all inline in "Fluent" fashion) ---
*
* Sensor> sensor = Sensor.create(
* ObservableSensor::create, SensorParams.create(Keys::obs, new Object[] {"name",
* PublisherSupplier.builder() // <-- supplier created fluently
* .addHeader("dayOfWeek, timestamp")
* .addHeader("number")
* .addHeader("B, T").build() }));
*
* @author cogmission
*
*/
public class PublisherSupplier implements Persistable, Supplier {
private static final long serialVersionUID = 1L;
/** The parent network this supplier services */
private Network network;
/** 3 Header lines used during csv parsing of input and type determination */
private List headers = new ArrayList<>();
/** last created Publisher instance */
private volatile transient Publisher suppliedInstance;
/**
* Package private constructor for use by the {@link Network} class only.
* @param network the network for which a Publisher is to be supplied.
*/
private PublisherSupplier(Network network) {
this.network = network;
}
/**
*
* Implementation of the {@link Supplier} interface that returns a newly created
* {@link Publisher}.
*
* The {@link Publisher.Builder} is passed a {@link Consumer} in its constructor which
* basically triggers a call to {@link Network#setPublisher(Publisher)} with the newly
* created {@link Publisher} - which must be available so that users can get a reference
* to the new Publisher that is created when {@link Network#load()} is called.
*
* @return a new Publisher
*/
@Override
public Publisher get() {
if(suppliedInstance == null) {
Publisher.Builder> builder =
Publisher.builder(network == null ? null : p -> network.setPublisher(p));
headers.stream().forEach(line -> builder.addHeader(line));
suppliedInstance = builder.build();
suppliedInstance.setNetwork(network);
}
return suppliedInstance;
}
public void clearSuppliedInstance() {
this.suppliedInstance = null;
}
/**
* Sets the {@link Network} for which this supplier supplies a publisher.
* @param n the Network acting as consumer.
*/
public void setNetwork(Network n) {
this.network = n;
this.suppliedInstance.setNetwork(n);
}
/**
*
* Returns a {@link PublisherSupplier.Builder} which is used to build up
* a {@link Header} and then create a supplier. An example is:
*
*
* Supplier supplier = PublisherSupplier.builder()
* .addHeader("dayOfWeek, timestamp")
* .addHeader("number, date")
* .addHeader("B, T")
* .build();
*
* // Since Suppliers are always added to Sensors we do...
*
* Sensor> sensor = Sensor.create(
* ObservableSensor::create, SensorParams.create(
* Keys::obs, new Object[] {"name", supplier})); // <-- supplier created above
*
* --- OR (all inline in "Fluent" fashion) ---
*
* Sensor> sensor = Sensor.create(
* ObservableSensor::create, SensorParams.create(Keys::obs, new Object[] {"name",
* PublisherSupplier.builder() // <-- supplier created fluently
* .addHeader("dayOfWeek, timestamp")
* .addHeader("number")
* .addHeader("B, T").build() }));
*
*
* @return a builder with which to create a {@link PublisherSupplier}
*/
public static Builder builder() {
return new Builder();
}
/**
* Follows "builder pattern" for building new {@link PublisherSupplier}s.
*
* @see Supplier
* @see PublisherSupplier
* @see Publisher
* @see Publisher.Builder
*/
public static class Builder {
private Network network;
private List headers = new ArrayList<>();
/**
* Constructs a new {@code PublisherSupplier.Builder}
*/
private Builder() {
}
/**
* Adds a header line which in the case of a multi column input
* is a comma separated string.
*
* @param s string representing one line of a header
* @return this Builder
*/
public Builder addHeader(String headerLine) {
headers.add(headerLine);
return this;
}
/**
* Signals the builder to instantiate and return the new
* {@code PublisherSupplier}
*
* @return a new PublisherSupplier
*/
public PublisherSupplier build() {
PublisherSupplier retVal = new PublisherSupplier(network);
retVal.headers = new ArrayList<>(this.headers);
return retVal;
}
}
}