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Add database merging feature (#906)
* add initial implementation of dbmerger merges of user tables that have overlapping data is still unimplemented. otherwise, merging of all other tables has been implemented. * add handling for when user feed tables overlap * fix sqlite dll path in dbmerger build * fix accidentally inserting rows with nonunique pks * fix merger not handling missing columns well * fix sort not reassigning pks * sync merger with master * woopsies * w-woops again * reset database version in config to let vrcx generate missing fields * move to net 9 and move build folder to new build folder * remove unneeded build configurations * support avatar time in the merge * csproj pains --------- Co-authored-by: Natsumi <cmcooper123@hotmail.com>
This commit is contained in:
629
DBMerger/Merger.cs
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629
DBMerger/Merger.cs
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@@ -0,0 +1,629 @@
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using NLog;
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using NLog.Fluent;
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using SQLite;
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using System;
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using System.Collections.Generic;
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using System.Globalization;
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using System.Linq;
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using System.Text.RegularExpressions;
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namespace DBMerger
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{
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public partial class Merger(SQLiteConnection dbConn, string oldDBName, string newDBName, Config config)
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{
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// C#'s iso date string has millionths of a second but the db stores
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// dates with only thousands of a second, so define our own format
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private const string JSDateTimeFormat = "yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fffzzz";
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private static readonly Logger logger = LogManager.GetCurrentClassLogger();
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private static readonly Regex userIDRegex = UserIDRegex();
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// This list of table names will be slowly emptied by specific
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// handlers until only unrecognied tables are left
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private List<string> unMergedTables;
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public void Merge()
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{
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logger.Info("Starting merge process...");
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logger.Debug("Creating transaction for databases");
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dbConn.BeginTransaction();
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try
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{
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MergeInternal();
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}
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catch
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{
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logger.Warn("Encoutered error! Rolling back changes to databases");
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dbConn.Rollback();
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throw;
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}
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logger.Debug("Committing changes to database");
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dbConn.Commit();
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logger.Info("Optimizing database size...");
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dbConn.Execute("VACUUM new_db;");
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logger.Info("Merge completed without any major issues!");
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}
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private void MergeInternal()
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{
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unMergedTables = dbConn.QueryScalars<string>($"SELECT name FROM {oldDBName}.sqlite_schema WHERE type='table';");
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// Holds sensitive information. Burn it with fire so no sensitive
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// data gets leaked
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unMergedTables.Remove("cookies");
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// Get any tables in the old db that arent in the new db
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logger.Info("Creating tables not present on new database that are present on old database...");
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var newDBTables = dbConn.QueryScalars<string>($"SELECT name FROM {newDBName}.sqlite_schema WHERE type='table';").ToHashSet();
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for (int i = 0; i < unMergedTables.Count; i++)
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{
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var table = unMergedTables[i];
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if (newDBTables.Contains(table) || table == "configs")
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{
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continue;
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}
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unMergedTables.RemoveAt(i);
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i--;
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// Then just tack them on
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// Get command to create the table
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logger.Info($"Adding table: {table}...");
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var createQuery = dbConn.ExecuteScalar<string>($"SELECT sql FROM {oldDBName}.sqlite_schema WHERE type='table' AND name=?;", table);
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// Insert name of new database into create table query
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createQuery = createQuery[..13] + newDBName + "." + createQuery[13..];
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logger.Debug($"Using command: {createQuery}");
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dbConn.Execute(createQuery);
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// Then add the rows
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logger.Debug("Addings rows to table");
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dbConn.Execute($"INSERT INTO {newDBName}.{table} SELECT * FROM {oldDBName}.{table};");
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}
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logger.Info("Merging memos into new database...");
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MergeMemos();
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logger.Info("Merging favorites into new database...");
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MergeFavorites();
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logger.Info("Merging avatar and world cache into new database...");
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MergeCaches();
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logger.Info("Merging gamelog into new database...");
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MergeGamelog();
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logger.Info("Merging user feed tables into new database...");
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MergeUsers();
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if (config.ImportConfig)
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{
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logger.Info("Importing config from old database...");
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ImportConfig();
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}
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else
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{
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unMergedTables.Remove("configs");
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}
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ResetDatabaseVersion();
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foreach (var table in unMergedTables)
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{
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logger.Warn("Found unmerged table: " + table);
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}
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}
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private void MergeMemos()
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{
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MergeTable(
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table => table.EndsWith("memos"),
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[0],
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(old, existing) =>
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{
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if (existing == null)
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{
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logger.Trace("Inserting new memo");
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return old;
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}
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logger.Trace("Replacing memo");
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// Pick newer edited_at time
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var oldDateTime = DateTime.Parse((string)old[1]);
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var newDateTime = DateTime.Parse((string)existing[1]);
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old[1] = oldDateTime > newDateTime ? oldDateTime : newDateTime;
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old[1] = ((DateTime)old[1]).ToString(JSDateTimeFormat);
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// Don't concatenate memos if they're the exact same or
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// the new memo ends with the old one (suggesting import
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// has already been run)
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old[2] = existing[2] == old[2] || ((string)existing[2]).EndsWith((string)old[2])
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? existing[2] : old[2] + "\n" + existing[2];
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return old;
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}
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);
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}
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private void MergeFavorites()
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{
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MergeTable(
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table => table.StartsWith("favorite_"),
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[2, 3],
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(old, existing) =>
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{
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if (existing == null)
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{
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logger.Trace("Inserting new favorite");
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// Let sqlite generate new pk
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old[0] = null;
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return old;
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}
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logger.Trace("Replacing favorite");
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// Favorites are the same, so just pick the older create
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// time and add it
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var oldDateTime = DateTime.Parse((string)old[1]);
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var newDateTime = DateTime.Parse((string)existing[1]);
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var updatedDateTime = oldDateTime < newDateTime ? oldDateTime : newDateTime;
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existing[1] = updatedDateTime;
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return existing;
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}
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);
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}
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private void MergeCaches()
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{
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MergeTable(
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table => table.StartsWith("cache_"),
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[0],
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(old, existing) =>
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{
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if (existing == null)
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{
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logger.Trace("Inserting new cache entry");
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return old;
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}
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logger.Trace("Replacing cache entry");
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// old and existing have the same pk, so pick the newer
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// cache entry
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var oldDateTime = DateTime.Parse((string)old[1]);
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var newDateTime = DateTime.Parse((string)existing[1]);
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return oldDateTime > newDateTime ? old : existing;
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}
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);
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}
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private void MergeGamelog()
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{
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// While this could be handled throw a single query, I would like to
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// log anything determined to be a duplicate in case this doens't
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// work
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MergeTable(
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table => table.StartsWith("gamelog_") && table != "gamelog_join_leave",
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// These tables can be merged just fine by checking the created
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// date and first col of information because we just need to
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// know if 2 rows are the same
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[1, 2],
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// Literally just place back in what's already there
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// created_at times should be pretty consistent, so we can trust
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// that no duplicates will be created
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(old, existing) =>
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{
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if (existing != null)
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{
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logger.Trace("Determined these rows to be the same: ");
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logger.Trace(string.Join(", ", old));
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logger.Trace(string.Join(", ", existing));
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}
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old[0] = null;
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// Return existing over old so we know that pk is unique
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return existing ?? old;
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},
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table => SortTable(dbConn, newDBName, table, 1)
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);
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MergeTable(
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table => table == "gamelog_join_leave",
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[1, 3],
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(old, existing) =>
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{
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if (existing != null)
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{
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logger.Trace("Determined these rows to be the same: ");
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logger.Trace(string.Join(", ", old));
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logger.Trace(string.Join(", ", existing));
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}
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old[0] = null;
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return existing ?? old;
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},
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table => SortTable(dbConn, newDBName, table, 1)
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);
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}
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private void MergeUsers()
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{
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MergeTable(
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table => userIDRegex.IsMatch(table)
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&& !table.EndsWith("_avatar_history")
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&& (table.EndsWith("_notifications")
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|| table.EndsWith("_moderation")),
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[0],
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(old, existing) =>
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{
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if (existing == null)
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{
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logger.Trace("Inserting new feed entry");
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return old;
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}
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logger.Trace("Replacing feed entry");
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// old and existing have the same pk, so pick the newer
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// cache entry
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var oldDateTime = DateTime.Parse((string)old[1]);
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var newDateTime = DateTime.Parse((string)existing[1]);
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return oldDateTime > newDateTime ? old : existing;
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}
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);
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MergeTable(
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table => userIDRegex.IsMatch(table) && table.EndsWith("_avatar_history"),
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[0],
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(old, existing) =>
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{
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if (existing == null)
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{
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logger.Trace("Inserting new avatar feed entry");
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return old;
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}
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logger.Trace("Replacing avatar feed entry");
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// old and existing have the same pk, so pick the newer
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// cache entry
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var oldDateTime = DateTime.Parse((string)old[1]);
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var newDateTime = DateTime.Parse((string)existing[1]);
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// Make sure to combine time values if they exist
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if (existing.Length < 2)
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{
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return oldDateTime > newDateTime ? old : existing;
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}
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var oldAvatarTime = old.Length >= 3 ? (int)old[2] : 0;
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var newAvatarTime = (int)existing[2];
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if (oldDateTime <= newDateTime)
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{
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old.CopyTo(existing, 0);
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}
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existing[2] = oldAvatarTime + newAvatarTime;
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logger.Trace(
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"Combined avatar time: {} + {} = {}",
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oldAvatarTime, newAvatarTime, oldAvatarTime + newAvatarTime
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);
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return existing;
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}
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);
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var overlappingTables = new List<string>();
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DateTime? oldestInNewTables = null;
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DateTime? newestInOldTables = null;
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for (int i = 0; i < unMergedTables.Count; i++)
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{
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// All other feed tables shouldve been merged, so just by
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// matching user we should get all the rest of the user tables
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string table = unMergedTables[i];
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if (!userIDRegex.IsMatch(table))
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{
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continue;
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}
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unMergedTables.RemoveAt(i);
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i--;
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// Skip friend log current for obvious reasons
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if (table.EndsWith("_friend_log_current"))
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{
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continue;
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}
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logger.Debug($"Merging table `{table}` into new database");
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List<string> colNames = GetTableColumnNames(dbConn, oldDBName, table);
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// Find min value of new db table and max value of old db table
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var oldestInNew = dbConn.ExecuteScalar<string>($"SELECT MIN({colNames[1]}) FROM {newDBName}.{table};");
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DateTime? oldestInNewDT = oldestInNew != null ? DateTime.Parse(oldestInNew) : null;
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var newestInOld = dbConn.ExecuteScalar<string>($"SELECT MAX({colNames[1]}) FROM {oldDBName}.{table};");
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DateTime? newestInOldDT = newestInOld != null ? DateTime.Parse(newestInOld) : null;
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// If either tables are empty or the oldest value in the new
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// table is still newer than the newest value in the old
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// (the tables don't overlap in time at all)
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if (newestInOldDT == null || oldestInNewDT == null || oldestInNewDT > newestInOldDT)
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{
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logger.Debug($"User tables {table} has no overlap");
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// Then we can just combine them since there is no data
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// overlap
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var columnsClause = string.Join(", ", colNames.Skip(1));
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dbConn.Execute(
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$"INSERT INTO {newDBName}.{table}({columnsClause})" +
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$"SELECT {columnsClause} FROM {oldDBName}.{table};"
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);
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SortTable(dbConn, newDBName, table, 1);
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}
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else
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{
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// I don't think people will actually care to choose a date
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// for every single overlapping database
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// Although it could easily be argued that people would want
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// per user overlap control
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logger.Debug($"User tables {table} has overlap");
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if (oldestInNewTables == null || oldestInNewDT < oldestInNewTables)
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{
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oldestInNewTables = oldestInNewDT;
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}
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if (newestInOldTables == null || newestInOldDT > newestInOldTables)
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{
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newestInOldTables = newestInOldDT;
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}
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overlappingTables.Add(table);
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}
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}
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if (overlappingTables.Count > 0)
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{
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// The datetimes should not be null here since there are
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// overlapping tables
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MergeUsersOverlap(overlappingTables, oldestInNewTables.Value, newestInOldTables.Value);
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}
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}
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private void MergeUsersOverlap(List<string> tables, DateTime oldestInNew, DateTime newestInOld)
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{
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PrintOverlapWarning(tables, oldestInNew, newestInOld);
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string userInput = null;
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bool datetimeParsed;
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DateTime cutoffTime;
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do
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{
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if (userInput != null)
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{
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logger.Error("Unrecognized input: " + userInput);
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}
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userInput = Console.ReadLine();
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datetimeParsed = DateTime.TryParseExact(
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userInput, "yyyy-MM-dd HH:mm:ss", CultureInfo.InvariantCulture, DateTimeStyles.None, out cutoffTime
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);
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}
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while (userInput != "keep old" && userInput != "keep new" && !datetimeParsed);
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// If user wants to keep new one then do nothing
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if (userInput == "keep new")
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{
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logger.Info("Keeping new");
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return;
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}
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if (userInput == "keep old")
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{
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logger.Info("Keeping old");
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// For old we just delete all rows from new and reinsert rows
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// from old
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foreach (var table in tables)
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{
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logger.Debug($"Deleting all rows in new database's {table}");
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dbConn.Execute($"DELETE FROM {newDBName}.{table}");
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logger.Debug($"Adding rows from old database's {table}");
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dbConn.Execute($"INSERT INTO {newDBName}.{table} SELECT * FROM {oldDBName}.{table};");
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SortTable(dbConn, newDBName, table, 1);
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}
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return;
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}
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// Else we do the cutoff
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var cutoffStr = cutoffTime.ToString(JSDateTimeFormat);
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logger.Info("Merging at date: " + cutoffTime.ToString("yyyy-MM-dd HH:mm:ss"));
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foreach (var table in tables)
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{
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// Get column names from old db in case newdb has columns
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// old db doesn't
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var colNames = GetTableColumnNames(dbConn, oldDBName, table);
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// Cutoff data in new db thats older than cutoff
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logger.Debug($"Deleting rows in new database's {table} older than cutoff");
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dbConn.Execute($"DELETE FROM {newDBName}.{table} WHERE {colNames[1]}<?;", cutoffStr);
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// Insert old rows in to the new db
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logger.Debug($"Adding rows from old database's {table} older than cutoff");
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var columnsClause = string.Join(", ", colNames.Skip(1));
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dbConn.Execute(
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$"INSERT INTO {newDBName}.{table}({columnsClause})" +
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$"SELECT {columnsClause} FROM {oldDBName}.{table} " +
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$"WHERE {colNames[1]}<?;", cutoffStr
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);
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SortTable(dbConn, newDBName, table, 1);
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}
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}
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private void PrintOverlapWarning(List<string> tables, DateTime oldestInNew, DateTime newestInOld)
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{
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var overlap = newestInOld - oldestInNew;
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var overlapString = $"{overlap.Days} days, {overlap.Hours} hours";
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logger.Warn(new string('=', 100));
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logger.Warn("WARNING:".PadLeft(46));
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logger.Warn("The merger has is unable to automatically merge the following USER FEED tables:");
|
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foreach (var table in tables)
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{
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logger.Warn(table);
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}
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logger.Warn("");
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logger.Warn("This is because these USER FEED tables contain overlap that can't be resolved:");
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logger.Warn("old database".PadRight(64, '-') + "|");
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logger.Warn(("|" + " new database".PadLeft(64, '-')).PadLeft(100));
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logger.Warn($"overlap ({overlapString})".PadRight(35) + "|" + new string('-', 28) + "|");
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logger.Warn("cutoff (^)".PadLeft(49));
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logger.Warn("");
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logger.Warn("Please choose a cutoff date and time. Data in the old USER FEED tables after this date");
|
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logger.Warn("will be discarded, and data in the new USER FEED tables before this date will be discarded as well.");
|
||||
logger.Warn("The remaining data will then be spliced together.");
|
||||
logger.Warn("Your input should be in this format: `YYYY-MM-DD HH:MM:SS`");
|
||||
logger.Warn("");
|
||||
logger.Warn("Alternatively, you can enter `keep new` to discard the old data or `keep old` to discard new data.");
|
||||
logger.Warn("");
|
||||
logger.Warn("Again, this only affects USER FEED tables, all other tables are merged properly.");
|
||||
logger.Warn("To read more about this process please check the VRCX wiki: <woops>");
|
||||
logger.Warn(new string('=', 100));
|
||||
}
|
||||
|
||||
private void ImportConfig()
|
||||
{
|
||||
unMergedTables.Remove("configs");
|
||||
|
||||
// Skip saved credentials to avoid accidentally exposing sensitive
|
||||
// information somehow
|
||||
dbConn.Execute(
|
||||
$"INSERT OR REPLACE INTO {newDBName}.configs " +
|
||||
$"SELECT * FROM {oldDBName}.configs " +
|
||||
$"WHERE key!=?;", "config:savedcredentials"
|
||||
);
|
||||
}
|
||||
|
||||
private void ResetDatabaseVersion()
|
||||
{
|
||||
// Tell VRCX to add in any missing fields that the merger may have
|
||||
// missed, just as a precaution
|
||||
dbConn.Execute(
|
||||
$"INSERT OR REPLACE INTO {newDBName}.configs VALUES (?, 0)",
|
||||
"config:vrcx_databaseversion"
|
||||
);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// A method that automates various processes of merging.
|
||||
///
|
||||
/// It first finds a table that matches the `tableMatcher` predicate,
|
||||
/// then removes it from `unMergedTables`.
|
||||
/// Then it loops over every row in the old database table, checking if
|
||||
/// the row exists in the new table. It does this by checking if the
|
||||
/// column indices passed into `colIndicesToMatch` are the same.
|
||||
/// Then for each row, it calls `rowTransformer`, passing in the old
|
||||
/// rows and existing new rows. `rowTransformer` should return the row
|
||||
/// to insert into the new database or null.
|
||||
/// </summary>
|
||||
/// <param name="tableMatcher">A predicate to check if a table is one to edit</param>
|
||||
/// <param name="colIndicesToMatch">The column indices to match to see if old and new rows are the same</param>
|
||||
/// <param name="rowTransformer">An func called on every row</param>
|
||||
/// <param name="finalizer">An action called once all rows have been iterated</param>
|
||||
private void MergeTable(
|
||||
Predicate<string> tableMatcher,
|
||||
int[] colIndicesToMatch,
|
||||
Func<object[], object[], object[]> rowTransformer,
|
||||
Action<string> finalizer = null
|
||||
) {
|
||||
for (int i = 0; i < unMergedTables.Count; i++)
|
||||
{
|
||||
// Find table that we want to merge
|
||||
string table = unMergedTables[i];
|
||||
if (!tableMatcher(table))
|
||||
{
|
||||
continue;
|
||||
}
|
||||
unMergedTables.RemoveAt(i);
|
||||
i--;
|
||||
|
||||
logger.Debug($"Merging table `{table}` into new database");
|
||||
|
||||
// Prepare queries
|
||||
var colNames = GetTableColumnNames(dbConn, newDBName, table);
|
||||
|
||||
var valuesClause = string.Join(',', new string('?', colNames.Count).ToCharArray());
|
||||
var insertQuery = $"INSERT INTO {newDBName}.{table} VALUES ({valuesClause});";
|
||||
|
||||
var whereClause = string.Join(" AND ", colIndicesToMatch.Select(i => colNames[i] + "=?"));
|
||||
var existsQuery = $"DELETE FROM {newDBName}.{table} WHERE {whereClause} RETURNING *;";
|
||||
|
||||
// Loop over every row on table in old database
|
||||
var rowsCommand = dbConn.CreateCommand($"SELECT * FROM {oldDBName}.{table};");
|
||||
foreach (object[] oldRow in rowsCommand.ExecuteQueryScalars(dbConn))
|
||||
{
|
||||
// Find existing row (if it exists at all) and remove it
|
||||
object[] colsToMatch = colIndicesToMatch.Select(i => oldRow[i]).ToArray();
|
||||
var existingRow = dbConn.QueryScalars(existsQuery, colsToMatch).FirstOrDefault();
|
||||
|
||||
// Insert new row in place of the existing row
|
||||
var newRow = rowTransformer(oldRow, existingRow);
|
||||
if (newRow.Length < colNames.Count)
|
||||
{
|
||||
// Row count may not match between old and new db, so
|
||||
// just add null data
|
||||
var temp = new object[colNames.Count];
|
||||
newRow.CopyTo(temp, 0);
|
||||
newRow = temp;
|
||||
}
|
||||
dbConn.Execute(insertQuery, newRow);
|
||||
}
|
||||
|
||||
finalizer?.Invoke(table);
|
||||
}
|
||||
}
|
||||
|
||||
private static List<string> GetTableColumnNames(SQLiteConnection conn, string db, string table)
|
||||
=> conn.QueryScalars<string>($"SELECT name FROM pragma_table_info(?, ?);", table, db);
|
||||
|
||||
private static void SortTable(SQLiteConnection conn, string db, string table, int sortCol, bool isDesc = false)
|
||||
{
|
||||
logger.Debug($"Sorting table {db}.{table}");
|
||||
|
||||
// Just to ensure name is unique
|
||||
var time = DateTime.Now.Ticks;
|
||||
var newTableName = table + time.ToString();
|
||||
logger.Debug($"Creating new table: " + newTableName);
|
||||
|
||||
// Split create query into words
|
||||
var createQuery = conn.ExecuteScalar<string>($"SELECT sql FROM {db}.sqlite_schema WHERE type='table' AND name=?;", table);
|
||||
var words = createQuery.Split(' ');
|
||||
// Third word is table name
|
||||
words[2] = db + "." + newTableName;
|
||||
createQuery = string.Join(' ', words);
|
||||
|
||||
logger.Debug("Creating table with command: " + createQuery);
|
||||
conn.Execute(createQuery);
|
||||
|
||||
logger.Debug("Adding rows...");
|
||||
var colNames = GetTableColumnNames(conn, db, table);
|
||||
// Skip pks so they get reassigned
|
||||
var selectClause = string.Join(',', colNames.Skip(1));
|
||||
conn.Execute(
|
||||
$"INSERT INTO {db}.{newTableName} ({selectClause}) " +
|
||||
$"SELECT {selectClause} FROM {db}.{table} " +
|
||||
$"ORDER BY {colNames[sortCol]} {(isDesc ? "DESC" : "ASC")};"
|
||||
);
|
||||
|
||||
logger.Debug("Dropping old and renaming");
|
||||
conn.Execute($"DROP TABLE {db}.{table}");
|
||||
conn.Execute($"ALTER TABLE {db}.{newTableName} RENAME TO {table}");
|
||||
}
|
||||
|
||||
[GeneratedRegex("^([A-Za-z0-9]{10}|usr[0-9A-Fa-f]{32})")]
|
||||
private static partial Regex UserIDRegex();
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user