Analysis-Services/MetadataTranslator/Metadata Translator/Data/DataModel.cs

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C#
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using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using AS = Microsoft.AnalysisServices;
using Microsoft.AnalysisServices.Tabular;
using System.Collections.ObjectModel;
using System.Globalization;
using System.Dynamic;
using System.Windows.Controls;
using System.Windows.Data;
using System.IO;
using System.Web.Script.Serialization;
using Microsoft.VisualBasic.FileIO;
using Adomd = Microsoft.AnalysisServices.AdomdClient;
using System.Text.RegularExpressions;
using System.Security.Cryptography;
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using System.Resources;
using System.Collections;
namespace Metadata_Translator
{
public class DataModel
{
Model Model { get; set; }
public string ContainerColumnHeader { get => "Object"; }
public ObservableCollection<ExpandoObject> Captions { get; private set; }
public ObservableCollection<ExpandoObject> Descriptions { get; private set; }
public ObservableCollection<ExpandoObject> DisplayFolders { get; private set; }
public string DefaultCulture { get; set; }
public string ServerName { get; private set; }
public string DatabaseName { get; private set; }
public List<string> CultureNames
{
get
{
List<string> cultures = new List<string> { Model.Culture };
cultures.AddRange(Model?.Cultures.Where(i => !i.Name.Equals(Model.Culture)).Select(x => x.Name).ToList());
return cultures;
}
}
public List<Language> SupportedLanguages { get; private set; }
public List<Language> SelectedLanguages { get => SupportedLanguages?.Where(x => x.IsSelected==true).ToList(); }
public bool HasTargetLanguages { get => SelectedLanguages?.Count > 1; }
private const string appTag = "__MT";
/// <summary>
/// Connect to the dataset by using server and database name. This is how external tools typically connect to a dataset inside of Power BI Desktop.
/// </summary>
/// <param name="server"></param>
/// <param name="database"></param>
public DataModel(string server, string database)
{
ServerName = server;
DatabaseName = database;
Server pbiDesktop = new Server();
pbiDesktop.Connect($"Data Source={ServerName}");
Database dataset = pbiDesktop.Databases.GetByName(DatabaseName);
Model = dataset.Model;
Initialize();
}
/// <summary>
/// Connects to a dataset using a connection string. This is how tools typically connect to online datasets in SQL Server Analysis Services, Azure Analysis Services, and Power BI.
/// </summary>
/// <param name="connectionString"></param>
public DataModel(string connectionString)
{
/// Connect using the full connection string, as it may contain more than
/// just data source and intial catalog, such as user id and password.
///
Server pbiDesktop = new Server();
pbiDesktop.Connect(connectionString);
/// Parse the connection string using regex to avoid resolving server and database names through the AMO objects.
///
RegexOptions options = RegexOptions.IgnorePatternWhitespace | RegexOptions.Multiline | RegexOptions.IgnoreCase | RegexOptions.Compiled;
foreach (Match match in Regex.Matches(connectionString, "([^=;]*)=([^=;]*)", options))
{
string[] parts = match.Value.Split('=');
if (parts?.Length == 2 && parts[0].ToLower() == "data source")
{
ServerName = parts[1];
}
else if (parts?.Length == 2 && parts[0].ToLower() == "initial catalog")
{
DatabaseName = parts[1];
}
}
/// Select the database based on the extracted database name.
///
Database dataset = pbiDesktop.Databases.GetByName(DatabaseName);
Model = dataset.Model;
Initialize();
}
/// <summary>
/// Initializes the list of supported languages and the named object collections.
/// </summary>
private void Initialize()
{
LoadLanguages();
DefaultCulture = Model.Culture;
LoadNamedObjectCollections();
}
/// <summary>
/// A static helper to get the DataModel object based on server and database name.
/// </summary>
/// <param name="server"></param>
/// <param name="database"></param>
/// <returns></returns>
public static DataModel Connect(string server, string database)
{
return new DataModel(server, database);
}
/// <summary>
/// A static helper to get the DataModel object based on a connection string.
/// </summary>
/// <param name="connectionString"></param>
/// <returns></returns>
public static DataModel Connect(string connectionString)
{
return new DataModel(connectionString);
}
/// <summary>
/// Gets the tables from the dataset and within it all the columns, measures, and hierarchies
/// and adds these tabular objects to the collections for captions, descriptions, and display folders.
/// </summary>
private void LoadNamedObjectCollections()
{
Captions = new ObservableCollection<ExpandoObject>();
Descriptions = new ObservableCollection<ExpandoObject>();
DisplayFolders = new ObservableCollection<ExpandoObject>();
CultureCollection cultures = Model.Cultures;
Captions.Add(CreateRow(new MetadataObjectContainer(Model, TranslatedProperty.Caption), Model.Name, DefaultCulture, cultures));
if (!string.IsNullOrEmpty(Model.Description))
Descriptions.Add(CreateRow(new MetadataObjectContainer(Model, TranslatedProperty.Description), Model.Description, DefaultCulture, cultures));
foreach (Table table in Model.Tables)
{
Captions.Add(CreateRow(new MetadataObjectContainer(table, TranslatedProperty.Caption), table.Name, DefaultCulture, cultures));
if (!string.IsNullOrEmpty(table.Description))
Descriptions.Add(CreateRow(new MetadataObjectContainer(table, TranslatedProperty.Description), table.Description, DefaultCulture, cultures));
foreach (Column column in table.Columns)
{
if (column.Type != ColumnType.RowNumber)
{
Captions.Add(CreateRow(new MetadataObjectContainer(column, TranslatedProperty.Caption), column.Name, DefaultCulture, cultures));
if (!string.IsNullOrEmpty(column.Description))
Descriptions.Add(CreateRow(new MetadataObjectContainer(column, TranslatedProperty.Description), column.Description, DefaultCulture, cultures));
if (!string.IsNullOrEmpty(column.DisplayFolder))
DisplayFolders.AddDisplayFolder(column, column.DisplayFolder, DefaultCulture, cultures);
}
}
foreach (Measure measure in table.Measures)
{
Captions.Add(CreateRow(new MetadataObjectContainer(measure, TranslatedProperty.Caption), measure.Name, DefaultCulture, cultures));
if (!string.IsNullOrEmpty(measure.Description))
Descriptions.Add(CreateRow(new MetadataObjectContainer(measure, TranslatedProperty.Description), measure.Description, DefaultCulture, cultures));
if (!string.IsNullOrEmpty(measure.DisplayFolder))
DisplayFolders.AddDisplayFolder(measure, measure.DisplayFolder, DefaultCulture, cultures);
}
foreach (Hierarchy hierarchy in table.Hierarchies)
{
Captions.Add(CreateRow(new MetadataObjectContainer(hierarchy, TranslatedProperty.Caption), hierarchy.Name, DefaultCulture, cultures));
if (!string.IsNullOrEmpty(hierarchy.Description))
Descriptions.Add(CreateRow(new MetadataObjectContainer(hierarchy, TranslatedProperty.Description), hierarchy.Description, DefaultCulture, cultures));
if (!string.IsNullOrEmpty(hierarchy.DisplayFolder))
DisplayFolders.AddDisplayFolder(hierarchy, hierarchy.DisplayFolder, DefaultCulture, cultures);
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foreach(Level level in hierarchy.Levels)
{
Captions.Add(CreateRow(new MetadataObjectContainer(level, TranslatedProperty.Caption), level.Name, DefaultCulture, cultures));
if (!string.IsNullOrEmpty(level.Description))
Descriptions.Add(CreateRow(new MetadataObjectContainer(level, TranslatedProperty.Description), level.Description, DefaultCulture, cultures));
}
}
}
}
/// <summary>
/// Loads the list of supported languages from the supportedlanguages.json file.
/// </summary>
private void LoadLanguages()
{
SupportedLanguages = new List<Language>();
string content = File.ReadAllText($"{System.AppDomain.CurrentDomain.BaseDirectory}Resources\\supportedlanguages.json");
foreach (Language lang in new JavaScriptSerializer().Deserialize<List<Language>>(content))
{
SupportedLanguages.Add(lang);
}
}
/// <summary>
/// Marks the languages in the list of supported lanuages as selected and model default.
/// </summary>
public void InitializeLanguages()
{
if (this.CultureNames?.Count > 0)
{
/// First the model culture.
///
SetLanguageFlags(this.CultureNames[0], true, true);
/// Then all others
///
for (int i = 1; i < this.CultureNames.Count; i++)
{
SetLanguageFlags(this.CultureNames[i], true, false);
}
}
}
/// <summary>
/// Marks all translation languages as unselected.
/// </summary>
public void DeselectAllLanguages()
{
foreach(Language lang in SelectedLanguages)
{
if (lang.IsNotModelDefault)
lang.IsSelected = false;
}
}
/// <summary>
/// Marks a language specified by lcid as selected and as model default.
/// </summary>
/// <param name="lcid"></param>
/// <param name="isSelected"></param>
/// <param name="isModelDefault"></param>
public bool SetLanguageFlags(string lcid, bool isSelected, bool isModelDefault = false)
{
if (lcid.Equals(DefaultCulture, StringComparison.InvariantCultureIgnoreCase) && isModelDefault == false)
{
return false;
}
Language language = this.SupportedLanguages.Where(x => x.LanguageTag.Equals(lcid)).FirstOrDefault();
if (language != null)
{
language.IsSelected = isSelected;
language.IsModelDefault = isModelDefault;
return true;
}
else
{
return false;
}
}
/// <summary>
/// Gets the Language object based on the lcid (i.e. LanguageTag).
/// </summary>
/// <param name="lcid"></param>
/// <returns></returns>
public Language GetLanguageByLcid(string lcid)
{
return this.SupportedLanguages.Where(x => x.LanguageTag.Equals(lcid)).FirstOrDefault();
}
/// <summary>
/// Creates a new ExpandoObject for a source string (displayString).
/// </summary>
/// <param name="objectContainer"></param>
/// <param name="displayString"></param>
/// <param name="defaultCulture"></param>
/// <param name="cultures"></param>
/// <returns>An ExpandoObject representing a data row.</returns>
public ExpandoObject CreateRow(MetadataObjectContainer objectContainer, string displayString, string defaultCulture, CultureCollection cultures)
{
dynamic row = new ExpandoObject();
((IDictionary<String, Object>)row)[ContainerColumnHeader] = objectContainer;
foreach (var culture in cultures)
{
((IDictionary<String, Object>)row)[culture.Name] = culture.Name.Equals(defaultCulture) ? displayString :
culture.ObjectTranslations[objectContainer.TabularObject, objectContainer.TranslatedProperty]?.Value;
}
return row;
}
/// <summary>
/// Combine all collections for translation and updating.
/// </summary>
/// <returns></returns>
public List<ExpandoObject> GetAllDataRows()
{
var allRows = new List<ExpandoObject>();
foreach (var item in Captions) allRows.Add(item);
foreach (var item in Descriptions) allRows.Add(item);
foreach (var item in DisplayFolders) allRows.Add(item);
return allRows;
}
/// <summary>
/// Adds a translation to a Tabular metadata object.
/// </summary>
/// <param name="culture"></param>
/// <param name="metadataObjectContainer"></param>
/// <param name="translation"></param>
private void SetTranslation(Culture culture, MetadataObjectContainer metadataObjectContainer, string translation)
{
culture.ObjectTranslations.SetTranslation(
metadataObjectContainer.TabularObject, metadataObjectContainer.TranslatedProperty,
translation);
}
/// <summary>
/// Updates the Power BI dataset with the translations from the ExpandoObject collections and saves the changes.
/// </summary>
public void Update()
{
/// Delete any deselected cultures that still exist in the dataset.
///
List<string> cultureNames = SelectedLanguages?.Select(sl => sl.LanguageTag)?.ToList();
/// There must be at least the default culture in the cultureNames.
///
if (cultureNames == null || cultureNames.Count < 1) return;
var culturesToRemove = CultureNames.Where(cn1 => !cultureNames.Any(cn2 => cn2.Equals(cn1))).ToList();
culturesToRemove.Remove(DefaultCulture);
foreach(string cultureName in culturesToRemove)
{
if (Model.Cultures.Contains(cultureName))
{
Model.Cultures.Remove(cultureName);
}
}
/// Add any newly selected cultures.
///
foreach (string cultureName in cultureNames)
{
if (!Model.Cultures.Contains(cultureName))
{
Model.Cultures.Add(new Culture { Name = cultureName });
}
}
/// Add the translations to all the metadata objects.
///
foreach (ExpandoObject row in GetAllDataRows())
{
if (((IDictionary<string, Object>)row)[ContainerColumnHeader] is MetadataObjectContainer metadataObjectContainer)
{
/*
* Include this part when updating the default culture (i.e. updating the actual metadata objects) is supported.
*
switch (metadataObjectContainer.TranslatedProperty)
{
case TranslatedProperty.Caption:
metadataObjectContainer.TabularObject.Name = row.GetValue(DefaultCulture);
break;
case TranslatedProperty.Description:
if (metadataObjectContainer.TabularObject is Table table)
{
table.Description = row.GetValue(DefaultCulture);
}
else if (metadataObjectContainer.TabularObject is Column col)
{
col.Description = row.GetValue(DefaultCulture);
}
else if (metadataObjectContainer.TabularObject is Measure measure)
{
measure.Description = row.GetValue(DefaultCulture);
}
else if (metadataObjectContainer.TabularObject is Hierarchy hierarchy)
{
hierarchy.Description = row.GetValue(DefaultCulture);
}
break;
case TranslatedProperty.DisplayFolder:
if (metadataObjectContainer.TabularObject is Column column)
{
column.DisplayFolder = row.GetValue(DefaultCulture);
}
else if (metadataObjectContainer.TabularObject is Measure measure)
{
measure.DisplayFolder = row.GetValue(DefaultCulture);
}
else if (metadataObjectContainer.TabularObject is Hierarchy hierarchy)
{
hierarchy.DisplayFolder = row.GetValue(DefaultCulture);
}
break;
}
*/
foreach (string cultureName in cultureNames)
{
SetTranslation(Model.Cultures[cultureName],
metadataObjectContainer,
row.GetValue(cultureName));
}
}
}
/// Save the changes in the dataset.
///
Annotation mtAnnotation = new Annotation();
mtAnnotation.Name = appTag;
mtAnnotation.Value = "1";
if (!Model.Annotations.Contains(appTag))
{
Model.Annotations.Add(mtAnnotation);
}
Model.Database.Update(AS.UpdateOptions.ExpandFull);
}
/// <summary>
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/// Exports the translations to individual language (csv) files.
/// The files are placed into the specified export folder.
/// </summary>
/// <param name="exportFolderPath"></param>
public void ExportToCsv(string exportFolderPath)
{
string separator = ",";
List<ExpandoObject> dataRows = GetAllDataRows();
if (dataRows != null && dataRows.Count > 0)
{
List<string> languages = SelectedLanguages.Where(l => l.IsModelDefault != true).Select(l => l.LanguageTag).ToList();
if (languages != null && languages.Count > 0)
{
foreach (string lcid in languages)
{
StringBuilder csvContent = new StringBuilder();
csvContent.AppendLine("Type,Original,Translation");
foreach (var stringValues in dataRows.GetValues(ContainerColumnHeader, DefaultCulture, lcid))
{
csvContent.AppendLine(
string.Join(
separator,
new string[] {
stringValues.Type.ToCsvString(),
stringValues.Original.ToCsvString(),
stringValues.Translation.ToCsvString()
})
);
}
using (var sw = File.Create(System.IO.Path.Combine(exportFolderPath, $"{lcid}.csv")))
{
var preamble = Encoding.UTF8.GetPreamble();
sw.Write(preamble, 0, preamble.Length);
var data = Encoding.UTF8.GetBytes(csvContent.ToString());
sw.Write(data, 0, data.Length);
}
}
}
}
}
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/// <summary>
/// Exports the translations to individual resx files.
/// The files are placed into the specified export folder.
/// </summary>
/// <param name="exportFolderPath"></param>
public void ExportToResx(string exportFolderPath, string keyPrefix)
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{
List<ExpandoObject> dataRows = GetAllDataRows();
if (dataRows != null && dataRows.Count > 0)
{
List<string> languages = SelectedLanguages.Select(l => l.LanguageTag).ToList();
if (languages != null && languages.Count > 0)
{
foreach (string lcid in languages)
{
using (ResXResourceWriter resx = new ResXResourceWriter(System.IO.Path.Combine(exportFolderPath, $"{lcid}.resx")))
{
foreach(var kvp in dataRows.GetKeyValuePairs(ContainerColumnHeader, lcid, keyPrefix))
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{
resx.AddResource(kvp.Key.ToString(), kvp.Value);
}
}
}
}
}
}
/// <summary>
/// Imports translations from a csv file. The file name must match the LCID of the target language.
/// </summary>
/// <param name="filePath"></param>
/// <param name="lcid"></param>
/// <param name="replaceExistingTranslations"></param>
public void ImportFromCsv(string filePath, string lcid, bool replaceExistingTranslations, bool fallbackToDefaultLocale = false)
{
string csvData = File.ReadAllText(filePath);
if (string.IsNullOrEmpty(csvData)) return;
List<CsvRow> parsedRows = new List<CsvRow>();
using (TextFieldParser parser = new TextFieldParser(new StringReader(csvData)))
{
parser.CommentTokens = new string[] { "#" };
parser.SetDelimiters(new string[] { "," });
parser.HasFieldsEnclosedInQuotes = true;
/// Skip the header row.
///
parser.ReadFields();
while (!parser.EndOfData)
{
var textFields = parser.ReadFields();
if (textFields != null && textFields.Count() == 3)
{
parsedRows.Add(new CsvRow
{
Type = textFields[0],
Original = textFields[1],
Translation = (fallbackToDefaultLocale && string.IsNullOrEmpty(textFields[2]))? textFields[1] : textFields[2]
});
}
}
}
ApplyTranslation(lcid, parsedRows, replaceExistingTranslations);
}
public void ImportFromResx(string filePath, string referencePath, string lcid, bool replaceExistingTranslations, bool fallbackToDefaultLocale)
{
List<CsvRow> parsedRows = new List<CsvRow>();
using (ResXResourceReader defaultLocaleStrings = new ResXResourceReader(referencePath))
using (ResXResourceSet translatedStrings = new ResXResourceSet(filePath))
{
foreach (DictionaryEntry kvp in defaultLocaleStrings)
{
string key = kvp.Key.ToString();
string value = kvp.Value?.ToString();
string translation = translatedStrings.GetString(key);
if (fallbackToDefaultLocale && string.IsNullOrEmpty(translation))
translation = value;
if (!string.IsNullOrEmpty(value) && !string.IsNullOrEmpty(translation))
{
parsedRows.Add(new CsvRow
{
Type = string.Empty,
Original = value,
Translation = translation
});
}
}
}
if (parsedRows.Count == 0)
throw new NoResxMatchesException(filePath, referencePath);
ApplyTranslation(lcid, parsedRows, replaceExistingTranslations);
}
/// <summary>
/// Applies a list of translations to the ExpandoObject collections
/// </summary>
/// <param name="lcid"></param>
/// <param name="translatedRows"></param>
/// <param name="replaceExistingTranslations"></param>
private void ApplyTranslation(string lcid, List<CsvRow> translatedRows, bool replaceExistingTranslations)
{
if (translatedRows == null || translatedRows.Count == 0)
return;
bool hasTypeInfo = !string.IsNullOrEmpty(translatedRows[0].Type);
var allDataRows = GetAllDataRows();
if(!MatchAllRows(allDataRows, lcid, translatedRows, replaceExistingTranslations))
{
/// Not all rows matched, so let's do this the slow way
/// matching strings.
///
foreach(ExpandoObject row in allDataRows)
{
var metaContainer = (MetadataObjectContainer)row.GetObject(ContainerColumnHeader);
var original = row.GetValue(DefaultCulture);
var csvRow = (hasTypeInfo)? translatedRows.Where(x => x.Type == metaContainer.TranslatedProperty.ToString() && x.Original.Equals(original)).FirstOrDefault() :
translatedRows.Where(x => x.Original.Equals(original)).FirstOrDefault();
if(csvRow != null)
{
row.SetValue(lcid, csvRow.Translation, replaceExistingTranslations);
}
}
}
}
/// <summary>
/// Iterates over the dataRows and applies the translated strings with the assumption that
/// translatedRows matches the dataRows in number and order.
/// </summary>
private bool MatchAllRows(List<ExpandoObject> dataRows, string lcid, List<CsvRow> translatedRows, bool replaceExistingTranslations)
{
if(dataRows == null || dataRows.Count != translatedRows?.Count)
return false;
for(int i = 0; i < translatedRows.Count; i++)
{
ExpandoObject row = dataRows[i];
CsvRow csvRow = translatedRows[i];
if (row.GetValue(DefaultCulture) != csvRow.Original)
return false;
row.SetValue(lcid, csvRow.Translation, replaceExistingTranslations);
}
return true;
}
}
}