PythonSlice.cs

/*
 * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals.
 * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
*/
 
using Python.Runtime;
using QuantConnect.Data;
using QuantConnect.Data.Custom.IconicTypes;
using QuantConnect.Data.Market;
using System.Collections.Generic;
 
namespace QuantConnect.Python
{
    /// <summary>
    /// Provides a data structure for all of an algorithm's data at a single time step
    /// </summary>
    public class PythonSlice : Slice
    {
        private readonly Slice _slice;
        private static readonly PyObject _converter;
 
        static PythonSlice()
        {
            using (Py.GIL())
            {
                // Python Data class: Converts custom data (PythonData) into a python object'''
                _converter = PyModule.FromString("converter",
                    "class Data(object):\n" +
                    "    def __init__(self, data):\n" +
                    "        self.data = data\n" +
                    "        members = [attr for attr in dir(data) if not callable(attr) and not attr.startswith(\"__\")]\n" +
                    "        for member in members:\n" +
                    "            setattr(self, member, getattr(data, member))\n" +
                    "        for kvp in data.GetStorageDictionary():\n" +
                    "           name = kvp.Key.replace('-',' ').replace('.',' ').title().replace(' ', '')\n" +
                    "           value = kvp.Value if isinstance(kvp.Value, float) else kvp.Value\n" +
                    "           setattr(self, name, value)\n" +
 
                    "    def __str__(self):\n" +
                    "        return self.data.ToString()");
            }
        }
 
        /// <summary>
        /// Initializes a new instance of the <see cref="PythonSlice"/> class
        /// </summary>
        /// <param name="slice">slice object to wrap</param>
        public PythonSlice(Slice slice)
            : base(slice)
        {
            _slice = slice;
        }
 
        /// <summary>
        /// Gets the data of the specified symbol and type.
        /// </summary>
        /// <param name="type">The type of data we seek</param>
        /// <param name="symbol">The specific symbol was seek</param>
        /// <returns>The data for the requested symbol</returns>
        public dynamic Get(PyObject type, Symbol symbol)
        {
            return GetImpl(type.CreateType(), _slice)[symbol];
        }
 
        /// <summary>
        /// Gets the data of the specified symbol and type.
        /// </summary>
        /// <param name="type">The type of data we seek</param>
        /// <returns>The data for the requested symbol</returns>
        public PyObject Get(PyObject type)
        {
            var result = GetImpl(type.CreateType(), _slice) as object;
            using (Py.GIL())
            {
                return result.ToPython();
            }
        }
 
        /// <summary>
        /// Gets the number of symbols held in this slice
        /// </summary>
        public override int Count
        {
            get { return _slice.Count; }
        }
 
        /// <summary>
        /// Gets all the symbols in this slice
        /// </summary>
        public override IReadOnlyList<Symbol> Keys
        {
            get { return _slice.Keys; }
        }
 
        /// <summary>
        /// Gets a list of all the data in this slice
        /// </summary>
        public override IReadOnlyList<BaseData> Values
        {
            get { return _slice.Values; }
        }
 
        /// <summary>
        /// Gets the data corresponding to the specified symbol. If the requested data
        /// is of <see cref="MarketDataType.Tick"/>, then a <see cref="List{Tick}"/> will
        /// be returned, otherwise, it will be the subscribed type, for example, <see cref="TradeBar"/>
        /// or event <see cref="UnlinkedData"/> for custom data.
        /// </summary>
        /// <param name="symbol">The data's symbols</param>
        /// <returns>The data for the specified symbol</returns>
        public override dynamic this[Symbol symbol]
        {
            get
            {
                var data = _slice[symbol];
 
                var dynamicData = data as DynamicData;
                if (dynamicData != null)
                {
                    try
                    {
                        using (Py.GIL())
                        {
                            return _converter.InvokeMethod("Data", new[] { dynamicData.ToPython() });
                        }
                    }
                    catch
                    {
                        // NOP
                    }
                }
                return data;
            }
        }
 
        /// <summary>
        /// Determines whether this instance contains data for the specified symbol
        /// </summary>
        /// <param name="symbol">The symbol we seek data for</param>
        /// <returns>True if this instance contains data for the symbol, false otherwise</returns>
        public override bool ContainsKey(Symbol symbol)
        {
            return _slice.ContainsKey(symbol);
        }
 
        /// <summary>
        /// Gets the data associated with the specified symbol
        /// </summary>
        /// <param name="symbol">The symbol we want data for</param>
        /// <param name="data">The data for the specifed symbol, or null if no data was found</param>
        /// <returns>True if data was found, false otherwise</returns>
        public override bool TryGetValue(Symbol symbol, out dynamic data)
        {
            return _slice.TryGetValue(symbol, out data);
        }
    }
}