/// <summary>
/// Callback method for DataBridge mechanism.
/// This callback only gets called when
/// - The AST is executed
/// - After the BuildOutputAST function is executed
/// - The AST is fully built
/// </summary>
/// <param name="data">The data passed through the data bridge.</param>
private void DataBridgeCallback(object data)
{
// Grab input data which always returned as an ArrayList
var inputs = data as ArrayList;
// Each of the list inputs are also returned as ArrayLists
Dictionary <string, object> dataframeDictionary = DictionaryHelpers.ToCDictionary(inputs[0] as DesignScript.Builtin.Dictionary);
DataframeDictionary = dataframeDictionary;
// Notify UI the data has been modified
RaisePropertyChanged("DataUpdated");
}
public static DataFrame ByDictionary(Dictionary dataDictionary)
{
var dict = DictionaryHelpers.ToCDictionary(dataDictionary);
string jsonStr = JsonConvert.SerializeObject(dict, Formatting.None);
// Build argument JSON objec
dynamic arguments = new JObject();
arguments.jsonStr = jsonStr;
string dataframeJson = DynamoPandas.Pandamo.PythonRestCall
.webUriPostCaller(PythonConstants.webUri + "api/create_dataframe/by_dict/", arguments);
DataFrame df = new DataFrame(dataframeJson);
return(df);
}
/// <summary>
/// Callback method for DataBridge mechanism.
/// This callback only gets called when
/// - The AST is executed
/// - After the BuildOutputAST function is executed
/// - The AST is fully built
/// </summary>
/// <param name="data">The data passed through the data bridge.</param>
private void DataBridgeCallback(object data)
{
// Grab input data which always returned as an ArrayList
var inputs = data as ArrayList;
if (inputs[0] == null)
{
return;
}
// Each of the list inputs are also returned as ArrayLists
Dictionary <string, object> dataframeDictionary = DictionaryHelpers.ToCDictionary(inputs[0] as DesignScript.Builtin.Dictionary);
DataframeDictionary = dataframeDictionary;
DataTable = DataTabelFromDictionary(DataframeDictionary);
}
/// <summary>
///
/// </summary>
/// <param name="dataframe"></param>
/// <param name="columns"></param>
/// <returns></returns>
public static DataFrame DropOutliers(DataFrame dataframe, DesignScript.Builtin.Dictionary zValues, int standardDeviation)
{
string jsonStr = dataframe.InternalDfJson;
Dictionary <string, object> zValsDict = DictionaryHelpers.ToCDictionary(zValues);
// Build argument JSON objec
dynamic arguments = new JObject();
arguments.jsonStr = jsonStr;
arguments.z_values = JToken.FromObject(zValsDict);
arguments.standard_deviation = JToken.FromObject(standardDeviation);
string dataframeJson = DynamoPandas.Pandamo.PythonRestCall
.webUriPostCaller(PythonConstants.webUri + UrlPrefix + "/drop_outliers/", arguments);
DataFrame df = new DataFrame(dataframeJson);
return(df);
}