// ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
private void ApplyTagsDistribution(DistributionUseDelegate distribution_use)
{
// Get the distribution for the themes
string tags = theme_node_content.Underlying.Tags;
string[] tags_array = tags.Split('\n');
string library_fingerprint = theme_node_content.Underlying.library_fingerprint;
Library library = WebLibraryManager.Instance.GetLibrary(library_fingerprint);
if (null == library)
{
Logging.Warn("Unable to locate library " + library_fingerprint);
return;
}
if (null == library.ExpeditionManager || null == library.ExpeditionManager.ExpeditionDataSource)
{
Logging.Warn("Expedition has not been run for library '{0}'.", library.WebLibraryDetail.Title);
return;
}
ExpeditionDataSource eds = library.ExpeditionManager.ExpeditionDataSource;
float[] tags_distribution = new float[eds.LDAAnalysis.NUM_TOPICS];
int tags_distribution_denom = 0;
foreach (string tag in tags_array)
{
if (eds.words_index.ContainsKey(tag))
{
++tags_distribution_denom;
int tag_id = eds.words_index[tag];
for (int topic_i = 0; topic_i < eds.LDAAnalysis.NUM_TOPICS; ++topic_i)
{
tags_distribution[topic_i] += eds.LDAAnalysis.PseudoDensityOfTopicsInWords[tag_id, topic_i];
}
}
else
{
Logging.Warn("Ignoring tag {0} which we don't recognise.", tag);
}
}
if (0 < tags_distribution_denom)
{
// Normalise the tags distribution
for (int topic_i = 0; topic_i < eds.LDAAnalysis.NUM_TOPICS; ++topic_i)
{
tags_distribution[topic_i] /= tags_distribution_denom;
}
}
distribution_use(node_control, library, eds, tags_distribution);
}
// ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
private void ApplyTagsDistribution(DistributionUseDelegate distribution_use)
{
WPFDoEvents.AssertThisCodeIsRunningInTheUIThread();
// Get the distribution for the themes
string tags = theme_node_content.Underlying.Tags;
string[] tags_array = tags.Split('\n');
string library_fingerprint = theme_node_content.Underlying.library_fingerprint;
SafeThreadPool.QueueUserWorkItem(o =>
{
WPFDoEvents.AssertThisCodeIs_NOT_RunningInTheUIThread();
WebLibraryDetail web_library_detail = WebLibraryManager.Instance.GetLibrary(library_fingerprint);
if (null == web_library_detail)
{
Logging.Warn("Unable to locate library " + library_fingerprint);
return;
}
ExpeditionDataSource eds = web_library_detail.Xlibrary?.ExpeditionManager?.ExpeditionDataSource;
if (null != eds)
{
LDAAnalysis lda = eds.LDAAnalysis;
float[] tags_distribution = new float[lda.NUM_TOPICS];
int tags_distribution_denom = 0;
foreach (string tag in tags_array)
{
if (eds.words_index.ContainsKey(tag))
{
++tags_distribution_denom;
int tag_id = eds.words_index[tag];
for (int topic_i = 0; topic_i < lda.NUM_TOPICS; ++topic_i)
{
tags_distribution[topic_i] += lda.PseudoDensityOfTopicsInWords[tag_id, topic_i];
}
}
else
{
Logging.Warn("Ignoring tag {0} which we don't recognise.", tag);
}
}
if (0 < tags_distribution_denom)
{
// Normalise the tags distribution
for (int topic_i = 0; topic_i < lda.NUM_TOPICS; ++topic_i)
{
tags_distribution[topic_i] /= tags_distribution_denom;
}
}
distribution_use(node_control, web_library_detail, eds, tags_distribution);
}
else
{
Logging.Warn("Expedition has not been run for library '{0}'.", web_library_detail.Title);
}
});
}