/// <summary>
/// Expands the view to use a time bound window. TimeInMillis bound windows are sliding windows that extend the
/// specified time interval into the past based on the system time. Provide a time period as parameter.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="esperQuery">The esper query.</param>
/// <param name="timeSpan">The time span.</param>
/// <param name="batched">if set to <c>true</c> [batched].</param>
/// <returns></returns>
public static EsperQuery <T> WithDuration <T>(this EsperQuery <T> esperQuery, TimeSpan timeSpan, bool batched = false)
{
var timePeriodExpression = timeSpan.ToTimePeriodExpression();
var windowName = batched ? "time_batch" : "time";
return(esperQuery.FilterView(() => View.Create(windowName, timePeriodExpression)));
}
/// <summary>
/// Expands the view to use a time and length bound window.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="esperQuery">The esper query.</param>
/// <param name="timeSpan">The time span.</param>
/// <param name="length">The length.</param>
/// <param name="flowControlKeywords">The flow control keywords.</param>
/// <returns></returns>
public static EsperQuery <T> WithDurationAndLength <T>(this EsperQuery <T> esperQuery, TimeSpan timeSpan, int length, string flowControlKeywords = null)
{
var timePeriodExpression = timeSpan.ToTimePeriodExpression();
var lengthExpression = new ConstantExpression(length);
if (flowControlKeywords == null)
{
return(esperQuery.FilterView(() => View.Create("time_length_batch", timePeriodExpression, lengthExpression)));
}
// we want to take this apart and turn this into something people can use without having to know
// the keywords. an enumeration might work well here with the values being accepted as params on
// function call.
var flowControlExpression = new ConstantExpression(flowControlKeywords);
return(esperQuery.FilterView(() => View.Create("time_length_batch", timePeriodExpression, lengthExpression, flowControlExpression)));
}
/// <summary>
/// Expands the view to keep a sliding window of events. This view is a moving (sliding) length
/// window extending the specified number of elements into the past. The view takes a single
/// expression as a parameter providing a numeric size value that defines the window size.
/// <para/>
/// If batch is specified, then the window buffers events (tumbling window) and releases them
/// when the given number of events has been collected.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="esperQuery">The esper query.</param>
/// <param name="length">The length.</param>
/// <param name="batched">if set to <c>true</c> [batched].</param>
/// <returns></returns>
public static EsperQuery <T> WithLength <T>(this EsperQuery <T> esperQuery, int length, bool batched = false)
{
var windowName = batched
? "length_batch"
: "length";
return(esperQuery.FilterView(() => View.Create(windowName, new ConstantExpression(length))));
}
/// <summary>
/// Generates a view that includes only the most recent among events having the same value for
/// the result of the sepcified list of properties.
/// <para />
/// This view acts as a length window of size 1 for each distinct value returned by a property, or combination
/// of values returned by multiple properties. It thus posts as old events the prior event of the same value(s),
/// if any.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="esperQuery">The esper query.</param>
/// <param name="expressions">The expressions.</param>
/// <returns></returns>
/// <exception cref="System.ArgumentException">at least one property must be provided</exception>
public static EsperQuery <T> Unique <T>(this EsperQuery <T> esperQuery, params System.Linq.Expressions.Expression <Func <T, object> >[] expressions)
{
if (expressions == null)
{
throw new ArgumentException("at least one property must be provided");
}
return(esperQuery.FilterView(() => View.Create("unique",
expressions.Select(e => LinqToSoda.LinqToSodaExpression(e)).ToArray())));
}
/// <summary>
/// Generates a view that calculates the weighted average given a property returning values to compute the average
/// for and a property returning weight. The view takes two value properties as parameters plus any number of optional
/// additional properties to return properties of the last event. The value expressions must return numeric values.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="esperQuery">The esper query.</param>
/// <param name="properties">The property or expression.</param>
/// <returns></returns>
public static EsperQuery <CorrelationStatistics> WeightedAverage <T>(this EsperQuery <T> esperQuery, params string[] properties)
{
if (properties == null || properties.Length < 2)
{
throw new ArgumentException("at least two property must be provided");
}
return(esperQuery.FilterView <T, CorrelationStatistics>(() => View.Create("stat", "weighted_average",
properties.Select(p => new PropertyValueExpression(p)).Cast <Expression>().ToArray())));
}
/// <summary>
/// Generates a view that calculates univariate statistics on a numeric expression. The view takes a
/// single value property as a parameter plus any number of optional additional properties to return properties
/// of the last event.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="esperQuery">The esper query.</param>
/// <param name="properties">The property or expression.</param>
/// <returns></returns>
public static EsperQuery <UnivariateStatistics> Univariate <T>(this EsperQuery <T> esperQuery, params string[] properties)
{
if (properties == null || properties.Length < 1)
{
throw new ArgumentException("at least one property must be provided");
}
return(esperQuery.FilterView <T, UnivariateStatistics>(() => View.Create("stat", "uni",
properties.Select(p => new PropertyValueExpression(p)).Cast <Expression>().ToArray())));
}
/// <summary>
/// Generates a view that groups events into sub-views by the value returned by the
/// combination of values returned by a list of properties.
/// <para/>
/// The properties return one or more group keys, by which the view creates sub-views for each distinct group key.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="esperQuery">The esper query.</param>
/// <param name="properties">The property or expression.</param>
/// <returns></returns>
public static EsperQuery <T> GroupData <T>(this EsperQuery <T> esperQuery, params string[] properties)
{
if (properties == null)
{
throw new ArgumentException("at least one property must be provided");
}
return(esperQuery.FilterView(() => View.Create("group",
properties.Select(p => new PropertyValueExpression(p)).Cast <Expression>().ToArray())));
}
/// <summary>
/// Generates a view that sorts by values returned by the specified expression or list of expressions and keeps
/// only the top (or bottom) events up to the given size.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="esperQuery">The esper query.</param>
/// <param name="size">The size.</param>
/// <param name="sortCriteria">The sort criteria.</param>
/// <returns></returns>
/// <exception cref="System.ArgumentException">at least one property must be provided</exception>
public static EsperQuery <T> Sorted <T>(this EsperQuery <T> esperQuery, int size, params SortCriteria[] sortCriteria)
{
if (sortCriteria == null || sortCriteria.Length < 1)
{
throw new ArgumentException("at least one sort criteria must be provided");
}
var expressionList = new List <Expression>();
expressionList.Add(
new ConstantExpression(size));
expressionList.AddRange(
sortCriteria.Select(s => s.ToSodaExpression()));
return(esperQuery.FilterView(() => View.Create("sort", expressionList)));
}
/// <summary>
/// Generates a view retains only the most recent among events having the same value for the criteria
/// expression(s), sorted by sort criteria expressions and keeps only the top events up to the given size.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="esperQuery">The esper query.</param>
/// <param name="uniqueProperties">The unique properties.</param>
/// <param name="size">The size.</param>
/// <param name="sortCriteria">The sort criteria.</param>
/// <returns></returns>
/// <exception cref="System.ArgumentException">at least one property must be provided</exception>
public static EsperQuery <T> Ranked <T>(this EsperQuery <T> esperQuery, IEnumerable <string> uniqueProperties, int size, params SortCriteria[] sortCriteria)
{
if (uniqueProperties == null || uniqueProperties.Count() < 1)
{
throw new ArgumentException("at least one unique property must be provided");
}
if (sortCriteria == null || sortCriteria.Length < 1)
{
throw new ArgumentException("at least one sort criteria must be provided");
}
var expressionList = new List <Expression>();
expressionList.AddRange(
uniqueProperties.Select(p => new PropertyValueExpression(p)).Cast <Expression>());
expressionList.Add(
new ConstantExpression(size));
expressionList.AddRange(
sortCriteria.Select(s => s.ToSodaExpression()));
return(esperQuery.FilterView(() => View.Create("rank", expressionList)));
}
/// <summary>
/// Generates a view that counts the number of events received from a stream or view plus
/// any additional event properties or expression values listed as parameters. The count is
/// then output to the observer.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="esperQuery">The esper query.</param>
/// <returns></returns>
public static EsperQuery <T> Counting <T>(this EsperQuery <T> esperQuery)
{
return(esperQuery.FilterView(() => View.Create("size")));
}
/// <summary>
/// Expands the view to keep all events. The view does not remove events from the
/// data window, unless used with a named window and the on delete clause.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="esperQuery">The esper query.</param>
/// <returns></returns>
public static EsperQuery <T> KeepAll <T>(this EsperQuery <T> esperQuery)
{
return(esperQuery.FilterView(() => View.Create("keepall")));
}
/// <summary>
/// Expands the view to keep events (tumbling window) until the given expression is satisfied.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="esperQuery">The esper query.</param>
/// <param name="expression">The expression.</param>
/// <returns></returns>
public static EsperQuery <T> KeepUntil <T>(this EsperQuery <T> esperQuery, System.Linq.Expressions.Expression <Func <T, bool> > expression)
{
return(esperQuery.FilterView(() => View.Create("expr_batch", LinqToSoda.LinqToSodaExpression(expression))));
}
/// <summary>
/// Expands the view to keep events that occur within the specified duration.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="esperQuery">The esper query.</param>
/// <param name="duration">The duration.</param>
/// <returns></returns>
public static EsperQuery <T> KeepFirst <T>(this EsperQuery <T> esperQuery, TimeSpan duration)
{
var timePeriodExpression = duration.ToTimePeriodExpression();
return(esperQuery.FilterView(() => View.Create("firsttime", timePeriodExpression)));
}
/// <summary>
/// Expands the view to keep the first Count events.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="esperQuery">The esper query.</param>
/// <param name="length">The length.</param>
/// <returns></returns>
public static EsperQuery <T> KeepFirst <T>(this EsperQuery <T> esperQuery, int length)
{
return(esperQuery.FilterView(() => View.Create("firstlength", new ConstantExpression(length))));
}
/// <summary>
/// Expands the view to use a time-accumulating. This data window view is a specialized moving (sliding)
/// time window that differs from the regular time window in that it accumulates events until no more events
/// arrive within a given time interval, and only then releases the accumulated events as a remove stream.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="esperQuery">The esper query.</param>
/// <param name="timeSpan">The time span.</param>
/// <returns></returns>
public static EsperQuery <T> WithAccumlation <T>(this EsperQuery <T> esperQuery, TimeSpan timeSpan)
{
var timePeriodExpression = timeSpan.ToTimePeriodExpression();
return(esperQuery.FilterView(() => View.Create("time_accum", timePeriodExpression)));
}
/// <summary>
/// Generates a view that retains only the first arriving event.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="esperQuery">The esper query.</param>
/// <returns></returns>
public static EsperQuery <T> First <T>(this EsperQuery <T> esperQuery)
{
return(esperQuery.FilterView(() => View.Create("firstevent")));
}
/// <summary>
/// Generates a view that orders events that arrive out-of-order, using timestamp-values
/// provided by an expression, and by comparing that timestamp value to engine system time.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="esperQuery">The esper query.</param>
/// <param name="property">The property to use for the timestamp.</param>
/// <param name="timePeriod">the time period specifying the time interval that an arriving event should maximally be held, in order to consider older events arriving at a later time</param>
/// <returns></returns>
/// <exception cref="System.ArgumentException">at least one property must be provided</exception>
public static EsperQuery <T> TimeOrdered <T>(this EsperQuery <T> esperQuery, string property, TimeSpan timePeriod)
{
return(esperQuery.FilterView(() => View.Create("time_order",
new PropertyValueExpression(property),
timePeriod.ToTimePeriodExpression())));
}