public async Task <IEnumerable <QueryIntervalValue <IEnumerable <QueryGroupValue <IDictionary <string, string> > > > > > MultiAnalysis(string collection, IEnumerable <MultiAnalysisParam> analysisParams, QueryTimeframe timeframe = null, QueryInterval interval = null, IEnumerable <QueryFilter> filters = null, string groupby = "", string timezone = "")
{
var jObs = analysisParams.Select(x => new JProperty(x.Label, JObject.FromObject(new { analysis_type = x.Analysis, target_property = x.TargetProperty })));
var parmsJson = JsonConvert.SerializeObject(new JObject(jObs), Formatting.None, new JsonSerializerSettings {
NullValueHandling = NullValueHandling.Ignore
});
var parms = new Dictionary <string, string>();
parms.Add(KeenConstants.QueryParmEventCollection, collection);
parms.Add(KeenConstants.QueryParmTimeframe, timeframe.ToSafeString());
parms.Add(KeenConstants.QueryParmInterval, interval.ToSafeString());
parms.Add(KeenConstants.QueryParmTimezone, timezone);
parms.Add(KeenConstants.QueryParmGroupBy, groupby);
parms.Add(KeenConstants.QueryParmFilters, filters == null ? "" : JArray.FromObject(filters).ToString());
parms.Add(KeenConstants.QueryParmAnalyses, parmsJson);
var reply = await KeenWebApiRequest(KeenConstants.QueryMultiAnalysis, parms);
var result = new List <QueryIntervalValue <IEnumerable <QueryGroupValue <IDictionary <string, string> > > > >();
foreach (JObject i in reply.Value <JArray>("result"))
{
var qgl = new List <QueryGroupValue <IDictionary <string, string> > >();
foreach (JObject o in i.Value <JArray>("value"))
{
var d = new Dictionary <string, string>();
string grpVal = "";
foreach (JProperty p in o.Values <JProperty>())
{
if (p.Name == groupby)
{
grpVal = (string)p.Value;
}
else
{
d.Add(p.Name, (string)p.Value);
}
}
qgl.Add(new QueryGroupValue <IDictionary <string, string> >(d, grpVal));
}
var t = i.Value <JObject>("timeframe");
var qv = new QueryIntervalValue <IEnumerable <QueryGroupValue <IDictionary <string, string> > > >(qgl, t.Value <DateTime>("start"), t.Value <DateTime>("end"));
result.Add(qv);
}
return(result);
}
/// <summary>
/// Returns the maximum value for the target property.
/// Each item represents one interval.
/// </summary>
/// <param name="collection">Name of event collection to query.</param>
/// <param name="targetProperty">Name of property to analyse.</param>
/// <param name="timeframe">Specifies window of time from which to select events for analysis. May be absolute or relative.</param>
/// <param name="interval">The block size for partitioning the specified timeframe. Optional, may be null.</param>
/// <param name="filters">Filters to narrow down the events used in analysis. Optional, may be null.</param>
/// <param name="timezone">The timezone to use when specifying a relative timeframe. Optional, may be blank.</param>
/// <returns></returns>
public async Task<IEnumerable<QueryIntervalValue<string>>> QueryMaximumIntervalAsync(string collection,string targetProperty, QueryTimeframe timeframe, QueryInterval interval = null, IEnumerable<QueryFilter> filters = null, string timezone = "")
{
return await Queries.Metric<string>(KeenConstants.QueryMaximum, collection, targetProperty, timeframe, interval, filters, timezone).ConfigureAwait(false);
}
public async Task <IEnumerable <QueryIntervalValue <IEnumerable <QueryGroupValue <string> > > > > Metric(QueryType queryType, string collection, string targetProperty, string groupby, QueryTimeframe timeframe, QueryInterval interval, IEnumerable <QueryFilter> filters = null, string timezone = "")
{
if (queryType == null)
{
throw new ArgumentNullException("queryType");
}
if (string.IsNullOrWhiteSpace(collection))
{
throw new ArgumentNullException("collection");
}
if (string.IsNullOrWhiteSpace(targetProperty) && (queryType != QueryType.Count()))
{
throw new ArgumentNullException("targetProperty");
}
if (null == timeframe)
{
throw new ArgumentException("timeframe", "Timeframe must be specified for a series query.");
}
if (null == interval)
{
throw new ArgumentNullException("interval", "interval must be specified for a series query");
}
if (string.IsNullOrWhiteSpace(groupby))
{
throw new ArgumentNullException("groupby", "groupby field name must be specified for a goupby query");
}
var parms = new Dictionary <string, string>();
parms.Add(KeenConstants.QueryParmEventCollection, collection);
parms.Add(KeenConstants.QueryParmTargetProperty, targetProperty);
parms.Add(KeenConstants.QueryParmGroupBy, groupby);
parms.Add(KeenConstants.QueryParmTimeframe, timeframe.ToSafeString());
parms.Add(KeenConstants.QueryParmInterval, interval.ToSafeString());
parms.Add(KeenConstants.QueryParmTimezone, timezone);
parms.Add(KeenConstants.QueryParmFilters, filters == null ? "" : JArray.FromObject(filters).ToString());
var reply = await KeenWebApiRequest(queryType.ToString(), parms);
IEnumerable <QueryIntervalValue <IEnumerable <QueryGroupValue <string> > > > result;
if (queryType == QueryType.SelectUnique())
{
// This is to support SelectUnique which is the only query type with a list-type result.
result = from i in reply.Value <JArray>("result")
let v = (from r in i.Value <JArray>("value")
let c = string.Join(",", r.Value <JArray>("result").Values <string>())
let g = r.Value <string>(groupby)
select new QueryGroupValue <string>(c, g))
let t = i.Value <JObject>("timeframe")
select new QueryIntervalValue <IEnumerable <QueryGroupValue <string> > >(v, t.Value <DateTime>("start"), t.Value <DateTime>("end"));
}
else
{
result = from i in reply.Value <JArray>("result")
let v = (from r in i.Value <JArray>("value")
let c = r.Value <string>("result")
let g = r.Value <string>(groupby)
select new QueryGroupValue <string>(c, g))
let t = i.Value <JObject>("timeframe")
select new QueryIntervalValue <IEnumerable <QueryGroupValue <string> > >(v, t.Value <DateTime>("start"), t.Value <DateTime>("end"));
}
return(result);
}
/// <summary>
/// Returns counts of unique resources in the event collection.
/// Each item contains information about the groupings in that interval.
/// </summary>
/// <param name="collection">Name of event collection to query.</param>
/// <param name="targetProperty">Name of property to analyse.</param>
/// <param name="groupBy">Name of field by which to group results.</param>
/// <param name="timeframe">Specifies window of time from which to select events for analysis. May be absolute or relative.</param>
/// <param name="interval">The block size for partitioning the specified timeframe. Optional, may be null.</param>
/// <param name="filters">Filters to narrow down the events used in analysis. Optional, may be null.</param>
/// <param name="timezone">The timezone to use when specifying a relative timeframe. Optional, may be blank.</param>
/// <returns></returns>
public async Task<IEnumerable<QueryIntervalValue<IEnumerable<QueryGroupValue<int>>>>> QueryCountUniqueIntervalGroupAsync(string collection, string targetProperty, string groupBy, QueryTimeframe timeframe, QueryInterval interval, IEnumerable<QueryFilter> filters = null, string timezone = "")
{
return await Queries.Metric<int>(KeenConstants.QueryCountUnique, collection, targetProperty, groupBy, timeframe, interval, filters, timezone).ConfigureAwait(false);
}
/// <summary>
/// Returns the minimum value for the target property in the event collection.
/// Within each interval results are grouped by the value of the groupBy field.
/// </summary>
/// <param name="collection">Name of event collection to query.</param>
/// <param name="targetProperty">Name of property to analyse.</param>
/// <param name="groupBy">Name of field by which to group results.</param>
/// <param name="timeframe">Specifies window of time from which to select events for analysis. May be absolute or relative.</param>
/// <param name="interval">The block size for partitioning the specified timeframe. Optional, may be null.</param>
/// <param name="filters">Filters to narrow down the events used in analysis. Optional, may be null.</param>
/// <param name="timezone">The timezone to use when specifying a relative timeframe. Optional, may be blank.</param>
/// <returns></returns>
public IEnumerable<QueryIntervalValue<IEnumerable<QueryGroupValue<string>>>> QueryMinimumIntervalGroup(string collection, string targetProperty, string groupBy, QueryTimeframe timeframe, QueryInterval interval, IEnumerable<QueryFilter> filters = null, string timezone = "")
{
try
{
return QueryMinimumIntervalGroupAsync(collection, targetProperty, groupBy, timeframe, interval, filters, timezone).Result;
}
catch (AggregateException ex)
{
throw ex.TryUnwrap();
}
}
/// <summary>
/// Returns counts of resources in the event collection.
/// Each item represents one interval.
/// </summary>
/// <param name="collection">Name of event collection to query</param>
/// <param name="timeframe">Specifies window of time from which to select events for analysis. May be absolute or relative.</param>
/// <param name="interval">The block size for partitioning the specified timeframe. Optional, may be null.</param>
/// <param name="filters">Filters to narrow down the events used in analysis. Optional, may be null.</param>
/// <param name="timezone">The timezone to use when specifying a relative timeframe. Optional, may be blank.</param>
/// <returns></returns>
public async Task<IEnumerable<QueryIntervalValue<int>>> QueryCountIntervalAsync(string collection, QueryTimeframe timeframe, QueryInterval interval = null, IEnumerable<QueryFilter> filters = null, string timezone = "")
{
return await Queries.Metric<int>(KeenConstants.QueryCount, collection, "-", timeframe, interval, filters, timezone).ConfigureAwait(false); ;
}
/// <summary>
/// Returns counts of unique resources in the event collection.
/// Each item represents one interval.
/// </summary>
/// <param name="collection">Name of event collection to query.</param>
/// <param name="targetProperty">Name of property to analyse.</param>
/// <param name="timeframe">Specifies window of time from which to select events for analysis. May be absolute or relative.</param>
/// <param name="interval">The block size for partitioning the specified timeframe. Optional, may be null.</param>
/// <param name="filters">Filters to narrow down the events used in analysis. Optional, may be null.</param>
/// <param name="timezone">The timezone to use when specifying a relative timeframe. Optional, may be blank.</param>
/// <returns></returns>
public IEnumerable<QueryIntervalValue<int>> QueryCountUniqueInterval(string collection, string targetProperty, QueryTimeframe timeframe, QueryInterval interval = null, IEnumerable<QueryFilter> filters = null, string timezone = "")
{
try
{
return QueryCountUniqueIntervalAsync(collection, targetProperty, timeframe, interval, filters, timezone).Result;
}
catch (AggregateException ex)
{
throw ex.TryUnwrap();
}
}
/// <summary>
/// Run multiple types of analysis over the same data.
/// Each item contains information about the groupings in that interval.
/// </summary>
/// <param name="collection">Name of event collection to query.</param>
/// <param name="analysisParams">Defines the multiple types of analyses to perform.</param>
/// <param name="groupBy">Name of field by which to group results.</param>
/// <param name="timeframe">Specifies window of time from which to select events for analysis. May be absolute or relative.</param>
/// <param name="interval">The block size for partitioning the specified timeframe. Optional, may be null.</param>
/// <param name="filters">Filters to narrow down the events used in analysis. Optional, may be null.</param>
/// <param name="timezone">The timezone to use when specifying a relative timeframe. Optional, may be blank.</param>
/// <returns></returns>
public async Task<IEnumerable<QueryIntervalValue<IEnumerable<QueryGroupValue<IDictionary<string, string>>>>>> QueryMultiAnalysisIntervalGroupAsync(string collection, IEnumerable<MultiAnalysisParam> analysisParams, QueryTimeframe timeframe = null, QueryInterval interval = null, IEnumerable<QueryFilter> filters = null, string groupBy = "", string timezone = "")
{
return await Queries.MultiAnalysis(collection, analysisParams, timeframe, interval, filters, groupBy, timezone).ConfigureAwait(false);
}
/// <summary>
/// Run multiple types of analysis over the same data.
/// Each item contains information about the groupings in that interval.
/// </summary>
/// <param name="collection">Name of event collection to query.</param>
/// <param name="analysisParams">Defines the multiple types of analyses to perform.</param>
/// <param name="groupBy">Name of field by which to group results.</param>
/// <param name="timeframe">Specifies window of time from which to select events for analysis. May be absolute or relative.</param>
/// <param name="interval">The block size for partitioning the specified timeframe. Optional, may be null.</param>
/// <param name="filters">Filters to narrow down the events used in analysis. Optional, may be null.</param>
/// <param name="timezone">The timezone to use when specifying a relative timeframe. Optional, may be blank.</param>
/// <returns></returns>
public IEnumerable<QueryIntervalValue<IEnumerable<QueryGroupValue<IDictionary<string, string>>>>> QueryMultiAnalysisIntervalGroup(string collection, IEnumerable<MultiAnalysisParam> analysisParams, QueryTimeframe timeframe = null, QueryInterval interval = null, IEnumerable<QueryFilter> filters = null, string groupBy = "", string timezone = "")
{
try
{
return QueryMultiAnalysisIntervalGroupAsync(collection, analysisParams, timeframe, interval, filters, groupBy, timezone).Result;
}
catch (AggregateException ex)
{
throw ex.TryUnwrap();
}
}
public async Task <IEnumerable <QueryIntervalValue <T> > > Metric <T>(string metric, string collection, string targetProperty, QueryTimeframe timeframe, QueryInterval interval, IEnumerable <QueryFilter> filters = null, string timezone = "")
{
if (string.IsNullOrWhiteSpace(collection))
{
throw new ArgumentNullException("collection");
}
if (string.IsNullOrWhiteSpace(targetProperty))
{
throw new ArgumentNullException("targetProperty");
}
if (null == timeframe)
{
throw new ArgumentException("timeframe", "Timeframe must be specified for a series query.");
}
if (null == interval)
{
throw new ArgumentNullException("interval", "interval must be specified for a series query");
}
var parms = new Dictionary <string, string>();
parms.Add(KeenConstants.QueryParmEventCollection, collection);
parms.Add(KeenConstants.QueryParmTargetProperty, targetProperty == "-" ? "" : targetProperty);
parms.Add(KeenConstants.QueryParmTimeframe, timeframe.ToSafeString());
parms.Add(KeenConstants.QueryParmInterval, interval.ToSafeString());
parms.Add(KeenConstants.QueryParmTimezone, timezone);
parms.Add(KeenConstants.QueryParmFilters, filters == null ? "" : JArray.FromObject(filters).ToString());
var reply = await KeenWebApiRequest(metric, parms);
IEnumerable <QueryIntervalValue <T> > result;
if ((reply.GetValue("result") is JArray) &&
(typeof(T) == (typeof(IEnumerable <string>))))
{
// This is specifically to support SelectUnique which will call with T as IEnumerable<string>
result = from i in reply.Value <JArray>("result")
let v = (T)i.Value <JArray>("value").Values <string>()
let t = i.Value <JObject>("timeframe")
select new QueryIntervalValue <T>(v, t.Value <DateTime>("start"), t.Value <DateTime>("end"));
}
else
{
result = from i in reply.Value <JArray>("result")
let v = i.Value <T>("value")
let t = i.Value <JObject>("timeframe")
select new QueryIntervalValue <T>(v, t.Value <DateTime>("start"), t.Value <DateTime>("end"));
}
return(result);
}
/// <summary>
/// Returns items collected by time interval and group.
/// </summary>
/// <param name="queryType">Type of query to run.</param>
/// <param name="collection">Name of event collection to query.</param>
/// <param name="targetProperty">Name of property to analyse.</param>
/// <param name="groupBy">Name of field by which to group results.</param>
/// <param name="timeframe">Specifies window of time from which to select events for analysis. May be absolute or relative.</param>
/// <param name="interval">The block size for partitioning the specified timeframe. Optional, may be null.</param>
/// <param name="filters">Filters to narrow down the events used in analysis. Optional, may be null.</param>
/// <param name="timezone">The timezone to use when specifying a relative timeframe. Optional, may be blank.</param>
/// <returns></returns>
public async Task<IEnumerable<QueryIntervalValue<IEnumerable<QueryGroupValue<string>>>>> QueryIntervalGroupAsync
(QueryType queryType, string collection, string targetProperty, string groupBy, QueryTimeframe timeframe,
QueryInterval interval, IEnumerable<QueryFilter> filters = null, string timezone = "")
{
return
await
Queries.Metric(queryType, collection, targetProperty, groupBy, timeframe, interval, filters,
timezone).ConfigureAwait(false);
}
public async Task<IEnumerable<QueryIntervalValue<IEnumerable<QueryGroupValue<IDictionary<string, string>>>>>> MultiAnalysis(string collection, IEnumerable<MultiAnalysisParam> analysisParams, QueryTimeframe timeframe = null, QueryInterval interval = null, IEnumerable<QueryFilter> filters = null, string groupby = "", string timezone = "")
{
var jObs = analysisParams.Select(x => new JProperty(x.Label, JObject.FromObject(new { analysis_type = x.Analysis, target_property = x.TargetProperty })));
var parmsJson = JsonConvert.SerializeObject(new JObject(jObs), Formatting.None, new JsonSerializerSettings { NullValueHandling = NullValueHandling.Ignore });
var parms = new Dictionary<string, string>();
parms.Add(KeenConstants.QueryParmEventCollection, collection);
parms.Add(KeenConstants.QueryParmTimeframe, timeframe.ToSafeString());
parms.Add(KeenConstants.QueryParmInterval, interval.ToSafeString());
parms.Add(KeenConstants.QueryParmTimezone, timezone);
parms.Add(KeenConstants.QueryParmGroupBy, groupby);
parms.Add(KeenConstants.QueryParmFilters, filters == null ? "" : JArray.FromObject(filters).ToString());
parms.Add(KeenConstants.QueryParmAnalyses, parmsJson);
var reply = await KeenWebApiRequest(KeenConstants.QueryMultiAnalysis, parms);
var result = new List<QueryIntervalValue<IEnumerable<QueryGroupValue<IDictionary<string, string>>>>>();
foreach (JObject i in reply.Value<JArray>("result"))
{
var qgl = new List<QueryGroupValue<IDictionary<string, string>>>();
foreach (JObject o in i.Value<JArray>("value"))
{
var d = new Dictionary<string, string>();
string grpVal = "";
foreach (JProperty p in o.Values<JProperty>())
{
if (p.Name == groupby)
grpVal = (string)p.Value;
else
d.Add(p.Name, (string)p.Value);
}
qgl.Add( new QueryGroupValue<IDictionary<string, string>>(d, grpVal));
}
var t = i.Value<JObject>("timeframe");
var qv = new QueryIntervalValue<IEnumerable<QueryGroupValue<IDictionary<string, string>>>>(qgl, t.Value<DateTime>("start"), t.Value<DateTime>("end"));
result.Add(qv);
}
return result;
}
public async Task<IEnumerable<QueryIntervalValue<IEnumerable<QueryGroupValue<string>>>>> Metric(QueryType queryType, string collection, string targetProperty, string groupby, QueryTimeframe timeframe, QueryInterval interval, IEnumerable<QueryFilter> filters = null, string timezone = "")
{
if (queryType == null)
throw new ArgumentNullException("queryType");
if (string.IsNullOrWhiteSpace(collection))
throw new ArgumentNullException("collection");
if (string.IsNullOrWhiteSpace(targetProperty) && (queryType != QueryType.Count()))
throw new ArgumentNullException("targetProperty");
if (null == timeframe)
throw new ArgumentException("timeframe", "Timeframe must be specified for a series query.");
if (null == interval)
throw new ArgumentNullException("interval", "interval must be specified for a series query");
if (string.IsNullOrWhiteSpace(groupby))
throw new ArgumentNullException("groupby", "groupby field name must be specified for a goupby query");
var parms = new Dictionary<string, string>();
parms.Add(KeenConstants.QueryParmEventCollection, collection);
parms.Add(KeenConstants.QueryParmTargetProperty, targetProperty);
parms.Add(KeenConstants.QueryParmGroupBy, groupby);
parms.Add(KeenConstants.QueryParmTimeframe, timeframe.ToSafeString());
parms.Add(KeenConstants.QueryParmInterval, interval.ToSafeString());
parms.Add(KeenConstants.QueryParmTimezone, timezone);
parms.Add(KeenConstants.QueryParmFilters, filters == null ? "" : JArray.FromObject(filters).ToString());
var reply = await KeenWebApiRequest(queryType.ToString(), parms);
IEnumerable<QueryIntervalValue<IEnumerable<QueryGroupValue<string>>>> result;
if (queryType == QueryType.SelectUnique())
{
// This is to support SelectUnique which is the only query type with a list-type result.
result = from i in reply.Value<JArray>("result")
let v = (from r in i.Value<JArray>("value")
let c = string.Join(",", r.Value<JArray>("result").Values<string>())
let g = r.Value<string>(groupby)
select new QueryGroupValue<string>(c, g))
let t = i.Value<JObject>("timeframe")
select new QueryIntervalValue<IEnumerable<QueryGroupValue<string>>>(v, t.Value<DateTime>("start"), t.Value<DateTime>("end"));
}
else
{
result = from i in reply.Value<JArray>("result")
let v = (from r in i.Value<JArray>("value")
let c = r.Value<string>("result")
let g = r.Value<string>(groupby)
select new QueryGroupValue<string>(c, g))
let t = i.Value<JObject>("timeframe")
select new QueryIntervalValue<IEnumerable<QueryGroupValue<string>>>(v, t.Value<DateTime>("start"), t.Value<DateTime>("end"));
}
return result;
}
public async Task <IEnumerable <QueryIntervalValue <IEnumerable <QueryGroupValue <IDictionary <string, string> > > > > > MultiAnalysis(string collection, IEnumerable <MultiAnalysisParam> analysisParams, IQueryTimeframe timeframe = null, QueryInterval interval = null, IEnumerable <QueryFilter> filters = null, string groupby = "", string timezone = "")
{
var parms = new Dictionary <string, string>();
parms.Add(KeenConstants.QueryParmEventCollection, collection);
parms.Add(KeenConstants.QueryParmTimeframe, timeframe.ToSafeString());
parms.Add(KeenConstants.QueryParmInterval, interval.ToSafeString());
parms.Add(KeenConstants.QueryParmTimezone, timezone);
parms.Add(KeenConstants.QueryParmGroupBy, groupby);
parms.Add(KeenConstants.QueryParmFilters, filters == null ? "" : JArray.FromObject(filters).ToString());
parms.Add(KeenConstants.QueryParmAnalyses, SerializeMultiAnalysisQueryParameter(analysisParams));
var reply = await KeenWebApiRequest(KeenConstants.QueryMultiAnalysis, parms).ConfigureAwait(false);
var result = new List <QueryIntervalValue <IEnumerable <QueryGroupValue <IDictionary <string, string> > > > >();
foreach (JObject i in reply.Value <JArray>("result"))
{
var qgl = new List <QueryGroupValue <IDictionary <string, string> > >();
foreach (JObject o in i.Value <JArray>("value"))
{
var d = new Dictionary <string, string>();
string grpVal = "";
foreach (JProperty p in o.Values <JProperty>())
{
if (p.Name == groupby)
{
grpVal = (string)p.Value;
}
else
{
d.Add(p.Name, (string)p.Value);
}
}
qgl.Add(new QueryGroupValue <IDictionary <string, string> >(d, grpVal));
}
var t = i.Value <JObject>("timeframe");
var qv = new QueryIntervalValue <IEnumerable <QueryGroupValue <IDictionary <string, string> > > >(qgl, t.Value <DateTime>("start"), t.Value <DateTime>("end"));
result.Add(qv);
}
return(result);
}