public static void ExtractForPlotlyTables(string fid)
{
Console.WriteLine(DateTime.Now);
DataFeatureExtractor.InitializeMetadata("en");
Console.WriteLine($"After InitializeMetadata: {DateTime.Now}");
PlotlyTable plotlyTable = PlotlyTable.GetInstance(fid);
List <PlotlyChart> plotlyCharts = PlotlyChart.GetInstance(fid, plotlyTable);
Console.WriteLine($"After GetInstance: {DateTime.Now}");
Common.FileInfo plotlyTableInfo = DataFeatureExtractor.ExtractTableFeatures(plotlyTable,
out List <Dictionary <int, Dictionary <string, float[]> > > headerEmbeddings,
out SourceFeatures sf);
Console.WriteLine($"After FE: {DateTime.Now}");
string uid = plotlyTable.TUid.Substring(0, plotlyTable.TUid.Length - 3);
Helpers.DumpJson($"{plotlyTable.TUid}.DF.json", sf, DataSerializer.Instance);
Helpers.DumpJson($"{plotlyTable.TUid}.table.json", plotlyTable, DataSerializer.Instance);
Helpers.DumpJson($"{uid}.EMB.json", headerEmbeddings, DataSerializer.Instance);
Helpers.DumpJson($"{uid}.index.json", plotlyTableInfo, DataSerializer.Instance);
Helpers.DumpCsv($"{plotlyTable.TUid}.csv", plotlyTable);
for (int i = 0; i < plotlyCharts.Count; i++)
{
PlotlyChart plotlyChart = plotlyCharts[i];
Helpers.DumpJson($"{plotlyChart.CUid}.json", plotlyChart, DataSerializer.Instance);
}
Console.WriteLine($"After Dump: {DateTime.Now}");
}
public static void ExtractForPlotlyTablesAll(string plotlyTableFolder)
{
Console.WriteLine($"Extracting PlotlyTable features from {plotlyTableFolder}.");
PlotlyList plotlyList = LoadPlotlyTablesAll(plotlyTableFolder);
List <PlotlyTable> plotlyTables = plotlyList.PlotlyTables;
List <PlotlyChart> plotlyCharts = plotlyList.PlotlyCharts;
// Initialize some models from MetadataRecoSvr to support the two Bayesian features.
DataFeatureExtractor.InitializeMetadata("en");
// Run features for each table and store embeddings for each plotly table.
for (int i = 0; i < plotlyTables.Count; i++)
{
PlotlyTable plotlyTable = plotlyTables[i];
Common.FileInfo plotlyTableInfo = DataFeatureExtractor.ExtractTableFeatures(plotlyTable,
out List <Dictionary <int, Dictionary <string, float[]> > > headerEmbeddings,
out SourceFeatures sf);
string uid = plotlyTable.TUid.Substring(0, plotlyTable.TUid.Length - 3);
Helpers.DumpJson($"{plotlyTable.TUid}.DF.json", sf, DataSerializer.Instance);
Helpers.DumpJson($"{plotlyTable.TUid}.table.json", plotlyTable, DataSerializer.Instance);
Helpers.DumpJson($"{uid}.EMB.json", headerEmbeddings, DataSerializer.Instance);
Helpers.DumpJson($"{uid}.index.json", plotlyTableInfo, DataSerializer.Instance);
Helpers.DumpCsv($"{plotlyTable.TUid}.csv", plotlyTable);
}
for (int i = 0; i < plotlyCharts.Count; i++)
{
PlotlyChart plotlyChart = plotlyCharts[i];
Helpers.DumpJson($"{plotlyChart.CUid}.json", plotlyChart, DataSerializer.Instance);
}
}