chore: import upstream snapshot with attribution
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/*
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* QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals.
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* Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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using System;
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using System.Collections.Generic;
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using System.IO;
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using System.Threading.Tasks;
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using QuantConnect.Data;
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using QuantConnect.Util;
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namespace QuantConnect.ToolBox
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{
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/// <summary>
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/// Provides an implementation of <see cref="IDataProcessor"/> that writes the incoming
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/// stream of data to a csv file.
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/// </summary>
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public class CsvDataProcessor : IDataProcessor
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{
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private const int TicksPerFlush = 50;
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private static readonly object DirectoryCreateSync = new object();
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private readonly string _dataDirectory;
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private readonly Resolution _resolution;
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private readonly TickType _tickType;
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private readonly Dictionary<Symbol, Writer> _writers;
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/// <summary>
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/// Initializes a new instance of the <see cref="CsvDataProcessor"/> class
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/// </summary>
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/// <param name="dataDirectory">The root data directory, /Data</param>
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/// <param name="resolution">The resolution being sent into the Process method</param>
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/// <param name="tickType">The tick type, trade or quote</param>
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public CsvDataProcessor(string dataDirectory, Resolution resolution, TickType tickType)
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{
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_dataDirectory = dataDirectory;
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_resolution = resolution;
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_tickType = tickType;
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_writers = new Dictionary<Symbol, Writer>();
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}
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/// <summary>
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/// Invoked for each piece of data from the source file
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/// </summary>
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/// <param name="data">The data to be processed</param>
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public void Process(IBaseData data)
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{
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Writer writer;
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if (!_writers.TryGetValue(data.Symbol, out writer))
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{
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writer = CreateTextWriter(data);
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_writers[data.Symbol] = writer;
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}
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// flush every so often
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if (++writer.ProcessCount%TicksPerFlush == 0)
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{
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writer.TextWriter.Flush();
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}
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var line = LeanData.GenerateLine(data, data.Symbol.ID.SecurityType, _resolution);
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writer.TextWriter.WriteLine(line);
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}
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/// <summary>
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/// Performs application-defined tasks associated with freeing, releasing, or resetting unmanaged resources.
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/// </summary>
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public void Dispose()
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{
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foreach (var kvp in _writers)
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{
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kvp.Value.TextWriter.Dispose();
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}
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}
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/// <summary>
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/// Creates the <see cref="TextWriter"/> that writes data to csv files
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/// </summary>
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private Writer CreateTextWriter(IBaseData data)
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{
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var entry = LeanData.GenerateZipEntryName(data.Symbol, data.Time.Date, _resolution, _tickType);
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var relativePath = LeanData.GenerateRelativeZipFilePath(data.Symbol, data.Time.Date, _resolution, _tickType)
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.Replace(".zip", string.Empty);
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var path = Path.Combine(Path.Combine(_dataDirectory, relativePath), entry);
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var directory = new FileInfo(path).Directory.FullName;
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if (!Directory.Exists(directory))
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{
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// lock before checking again
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lock (DirectoryCreateSync) if (!Directory.Exists(directory)) Directory.CreateDirectory(directory);
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}
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return new Writer(path, new StreamWriter(path));
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}
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private sealed class Writer
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{
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public readonly string Path;
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public readonly TextWriter TextWriter;
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public int ProcessCount;
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public Writer(string path, TextWriter textWriter)
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{
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Path = path;
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TextWriter = textWriter;
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}
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}
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}
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}
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