Regression Tests / build (push) Has been cancelled
Build & Test Lean / build (push) Has been cancelled
* Remove user plan enum
- Get maximum order and runtime from job controls
- Remove user plan enum definitions
* Add log for BacktestingSetupHandler maximums
Regression Tests / build (push) Has been cancelled
Build & Test Lean / build (push) Has been cancelled
* Improve python exception parsing
- Improve python exception parsing adding support for line shift. Adding
unit tests
* PythonException revert change
* Centralized and normalize algorithm runtime handling
* Adding support for C# line and file exception report
Regression Tests / build (push) Has been cancelled
Build & Test Lean / build (push) Has been cancelled
- Improve readme file, add nuget link, update Lean home page
- Increase 10min look back to 60 for setting currency conversion
- Replace error message for trace when minute resolution history request
is empty
Build & Test Lean / build (push) Has been cancelled
* Normalize live holdings initialization
* PaperBrokerage config based live state recovery
- Increase algorithm status storing sampling period
- Fix bug where duplicate cash entries could happen
Build & Test Lean / build (push) Has been cancelled
* Use lean data key as param for request
* key -> filePath rename and some cleanup
* Refactor
* Add Organizations Endpoints
* Add some organization api wrapper objects
* Address namespace issue
* Reorganize Api Test into seperate files using one ApiTestBase
* Add Organization tests
* Use capitalized "API" test namespace to reduce amount of file changes
* Add License to test base
* Update /data endpoint functions and response objects
* Update ApiDataProvider Logic
* Handle deserialization of organization products
* Simplify converter
* Only throw for equity requests when not subscribed to map/factor files
* Add missing header
* Make arguement exception
* Api adjustments
* Add Zip factor and map file providers
- Common project will now reference Compression project and not the other way
round.
- Adding Zip FactorFile and MapFile providers
* Refactor FactorFileProvider to use DataProvider to fetch files
* Use resulting MinimumDate in construction of FactorFile
* Nit FactorFile comments and arrangement
* Refactor MapFileProviders to use DataProvider for fetching files
* Refactor ZipFileProvider
* Clean up
* Refactor Backtesting Future/Option chain providers to use dataprovider
* Fixes for data/ endpoints and test adjustments
* Response objects adjustments/cleanups
* ApiDateProvider fixes and testing
* Add LocalZipFactorFileTests
* Update ApiDataProvider download test to verify stream is not null
* Implement posting of agreement summary and signed time
* Mark all Api related tests as explicit and document details on running
* Clarify default token on ApiTestBase
* Adjust summary
* Update Api responses for QCC, except org products which are sold in USD
* Implement cache expiration for zip MapFile and FactorFiles. Adding unit tests
* Fix multiple markets for ZipFactorFile provider
* Use Symbol as cache key
* Api.cs review
* Dispose of factorFileStream after reading
* Use zip.EntryFileNames
* Address a few reviews
* Few more fixes
* Address Api Review
* Add Job Org id to config
* Minor tweaks
* Compare with invariant culture
* Fixes Option Universe selection
* ZipEntryNameSubscriptionDataSourceReader will use IDataProvider
* Fix research
* Fix null reference exception
* Make duplicate log debug
Co-authored-by: Martin-Molinero <martin@quantconnect.com>
Build & Test Lean / build (push) Has been cancelled
* Apply changes from #2146 on current master
Credit for most of these changes goes to https://github.com/viliwonka.
Rebasing three years of changes didn't go so well, so I manually
applied the changes in #2146 on the current master branch.
This commit attempts to represent the changes in #2146 as closely as
possible, no cleanup has been performed yet. Despite this, some changes
were inevitable because part of #2146 has been implemented another way
in the past three years.
* Clean up
* Process review comments
* Add tests
* symbol -> potentialConversionRateSymbol
* Ensure regression tests run/get data
* Fix broken test
* Process review comments
* Process review comments
* Simplify currency conversion logic
* Performance improvement, doc updates and test rename
* Rebase fixes
* Remove obsolete properties
Co-authored-by: Martin-Molinero <martin@quantconnect.com>
Build & Test Lean / build (push) Has been cancelled
* Do not restrict unrequested securities by 1.0m leverage, let security initializer do its job
* Use UniverseSettings for leverage, fillforward, and extendedmarkethours
* Update unrequested security message
* Use UniverseSettings ExtendedMarketHours for underlying on OptionContracts
* Add unit test to prove setting persistence
* Cleanup unit test
* Adjust crypto unit test assert
Co-authored-by: Colton Sellers <Colton.R.Sellers@gmail.com>
Co-authored-by: Martin-Molinero <martin@quantconnect.com>
Build & Test Lean / build (push) Has been cancelled
* Reconcile and consolidate SetupHandlers
* Centralize GetConfiguredDataFeeds()
* nit - extra space
* Check for null, also allow null to be passed back if no config value
* Fix breaking test
* Cleanup
* fix return var
* remove unneeded if/else
* Minor changes
Co-authored-by: Martin-Molinero <martin@quantconnect.com>
* Add support for Index SecurityType 🚀 (#5364)
* Add Index SecurityType 🚀
* Extend SecurityIdentifier & Lean Data classes with Index support
* Add Index SecurityType 🚀
* Extend SecurityIdentifier & Lean Data classes with Index support
* Fixes
* Added index cross basic template demonstration
* WIP: Prototype index security type for LEAN as non tradable asset
* Re-adds Index entries to MHDB after rebase
* First steps to getting Index Options running
* Looks at any instance where we pattern match for an option type
and replaces it with a generic call to `.IsOption()` for easier
extensibility in the future for additional option security types
* Adds IndexOption security and misc. classes
* Misc. changes, mainly related to any sort of special casing of
equity options and made index options take the same path
* Enables index options data for backtesting
* Adds new index options market hours to MHDB
* Misc. bug fixes for index options
* WIP: add live support for index options and indexes
* Use OptionMarginModel for Index Options because they both use the
same calculation for margin requirements
* Fixes contract not found errors on SPX index options and SPX index in IB
* Turns out index options' last trading day is the day before expiry,
which IB was expecting the last trading day.
* Add index option test cases (temp)
* LiveOptionChainProvider fix, use Symbol vs. ticker
* Description updates to regression algorithms
* Fixes bug in live trading for indexes and index options
* Adds overridable minimum price variation symbol property
* Adds variable sized minimum price variation for index options
* Adjusts symbol properties for index options
* Misc. bug fixes
* Fixes option assignment simulation for European options
* Updates index options regression algorithms (WIP)
* Fixes bug where index option exercise would trade index underlying
* Fixes bugs where SecurityType.Index was getting flagged as tradable
* Regression algorithms updates and addresses review
* Misc. style fixes and refactoring + a few bug fixes
* Updates regression algorithms to run without runtime errors
* Adds data for regression algos
* Sets DefaultOptionStyle on Canonical and support index options
* Update regression algos statistics
* Removes bad line in regression algorithm causing build to fail
* Minor tweaks
* Address review add comment about quoteBar parse scale
Co-authored-by: Balamurali Pandranki <balamurali@live.com>
Co-authored-by: Jared Broad <jaredbroad@gmail.com>
Co-authored-by: Martin-Molinero <martin@quantconnect.com>
* Enforce USD account currency if allocation is limited
- Enforce USD account currency if allocation is limited. Adding unit
test
* Adjust currency log message
* Adds Static AlgorithmCreationTimeout Property to BaseSetupHandler
This value will be used to set maximum time that the creation of an algorithm can take.
* Adds Additional Logging to AlgorithmPythonWrapper
It will informing the user how long it takes to import the module.
* Changes How AlgorithmCreationTimeout is Initialized
It will prevent callling Config.GetDouble on every call.
* fix
* Minor tweaks adding unit tests
* Address reviews
- BrokerageSetupHandler will use UniverseSettings.Resolution as default
resolution
Co-authored-by: Martin Molinero <martin.molinero1@gmail.com>
Bitfinex exchange may return us an empty result - if we request data for a small time interval during which no trades occurred - for example 1 minute interval - can happen even with most liquid pairs, like "ETHUSD" - would be good to have some time margin for such scenario. and pump more data to warm up conversion rates
* Adds preliminary universe selection for Future Options
* Fixes scaling issues with Future Options
* Fixes scaling multiplying by 10000x instead of using _scaleFactor
* Fixes scaling for Tick
* Revert changes to Tick since it divides the scaling factor
* Changes stale method name to new method name after rebase
* Fixes selection bugs, adds new methods, and adds unit tests
* Fixes bug where Equity Symbol was created for an underlying
non-equity Symbol, resulting in equity data trying to be loaded
* Adds unit tests covering changes to Tick, QuoteBar, TradeBar and
LeanData
* Adds regression test for AddUniverseOption filter contract selection
for Future Options
* Addresses review - modifies the AddFutureOption signature
* Adds new AddUniverseOptions method overload
* Removes and adds a new unit test
* Misc. modifications to account for new changes
* Fixes bug where futures were loaded using default SID Date
* Refactors and removes unnecessary work
* Fixes regression algorithm, which previously made no trades
* Adds future option data
* Adds the corresponding underlying data, in this case, futures data
to enable usage of future options data
* Replaces data with new data (ES18Z20)
* Improves Future chain filtering and updates regression stats
* Add AddFutureOptionContract API
* Expands regression and unit tests to test in finer detail
* Adds Python regression algorithms for AddFutureOption[Contract] methods
* Adds new unit test for BacktestingOptionChainProvider
* Fixes bug with BacktesingOptionChainProvider where we
attempted to load the Trades option chain first, resulting
in breakage of backwards compatibility and limitation of the
option chain.
* Adds new regression algorithms (Py) to Algorithm.Python project
* Adds FutureOptionMarginBuyingPowerModel
* Modifies code paths used to select margin model
* Adds related unit tests for margin model
* Fixes issue with unit test and MHDB/SPDB lookup for Future Options
* Preliminary regression algorithm testing ITM call/put option buying
* Fixes bug where fee model used did not find non-US market
options fee model. We now use the futures fee model for future
options because IB charges the same commissions per contract
between futures and futures options
* Adds proper regression algorithm for ITM future options expiration
* Pushing broken algorithm for review
* Currently, algorithm does not fill forward, causing
a single future option to not get exercised when it is delisted.
* Adds FutureOptionPutITMExpiryRegressionAlgorithm
* Improves existing regression algorithm for call side
* Fixes bug in existing regression algorithm
* Adds AAPL daily data to advance enumerator for ^^^ fix
* Adds additional future option regression algorithms
* Adds Buy OTM expiration regression algorithms
* Adds Sell ITM/OTM expiration regression algorithms
* Adds missing Python regression algorithms
* Adds remaining Python regression algorithms and fixes issues
* Fixes naming issues and statistics
* Adds short option OTM regression algorithms (Py)
* Add license header and class comments to python algorithms
* Cleans up comments and docstrings
* Create Buy/Sell call intraday regression algo
* Redirects future options symbol properties to futures symbol properties
* Asserts exercise/assignment price and updates stats in regression algos
* Adds new unit test covering changes to SecurityService
* Adds comments and fixes failing test
* Partially fixes future option mis-calculated profit/loss
* Adjusts portfolio model to calculate FOP as a no upfront pay asset class
* Updates regression algorithm statistics
* Begin IB FOP support
* Initial support for FOP IB data streaming, live í¾
* Adds additional functionality to LiveOptionChainProvider
- Allows querying CME API to retrieve option chains for CME products
- Ultimately, it's also the groundwork for the CME
LiveFutureChainProvider
* Edits IDataQueueUniverseProvider interface to provide greater
control to implementors of it
* Misc. bug fixes required to get FOP data streaming through IB
* Adds comments, adds missing rategate call, and cleans up code
* Force exchange for FOP and Futures when no exchange is provided
* Fixes bug with Portfolio modeling across all asset classes
* Adds LiveOptionChainProvider tests for Future Options
* IB brokerage option symbol bug fixes and improvements
* Fixes contract multiplier lookup bug
* Fixes issue where we attempted to subscribe to IB data feed with canonical security
* Adds ES MHDB entry
* Reverts portfolio modeling changes for Futures Options
* Since IB eats into our account's cash balance when
a new FOP contract is purchased, we must model by applying funds
to our cash whenever a new purchase/sell occurs.
If we choose to model FOPs exactly as we do with futures, we
will end up with an invalid TotalPortfolioValue on algorithm
restart. By all means and purposes, FOPs are modeled exactly
the same as equity options with respect to the portfolio.
* Adds comments clarifying portfolio modeling and clarifies
existing portfolio modeling comments with additional context.
* Fixes IB symbol lookup for future options
* Fixes LiveOptionChainProvider looping 5 times per option chain
request, even on success
* Sets OptionChainedUniverseSelectionModel to produce a canonical
future/future option/option Symbol to avoid creating two Symbols
* Adds GLOBEX future option symbol mapping from future -> fop
* Fixes LiveOptionChainProvider loading wrong contract option chains
* Fixes loading of futures options ZIP files when backtesting
* Adds a string -> decimal JSON converter
* Additional fixes/refactoring to the LiveOptionChainProvider
* Adds tests for changes to Symbol and LeanData
* Reverts changes to IB-symbol-map
* Fixes Value for mapped future options tickers
* Fixes Symbol test
* Changes path of future options to future's expiry date
* Extra changes made to remove scaling from writing CSV
* Added method to map from FOP Globex -> FUT Globex
* Fixes MOO and MOC orders for future options
* Note: this order type might not be supported by IB or CME.
* Bug fixes and updates unit tests
* Update regression tests and data format
* Rebase changes
* 1. Multiple bug fixes for LiveOptionChainProvider, reverts IQFeed changes
2. Address review (partial): Code reuse and cleanup
1.
* Modifies check in
`AddFutureOptionShort(Call|Put)ITMExpiryRegressionAlgorithm`
to ensure no buys have negative quantity
* Code reuse changes in IB brokerage
* Bug fix in IB brokerage where we assigned the FOP expiry
as the futures expiry (requires verification)
* Doc changes and adds missing summaries/license banners
* Disposes of HTTP client resources in LiveOptionChainProvider
* Renames classes and adds FutureOption folder in Common/Securities
2.
* We revert back to the quotes API for the option chain,
since the settlement API sometimes had missing strikes.
* Fixes future option expiry being set as future's expiry
in LiveOptionChainProvider
* Fixes bug where wrong option chain was selected because of bad
expiry lookup in the futures expiries returned from CME
* Fixes multiple looping bug in LiveOptionChainProvider
* Adds strike price scaling for LiveOptionChainProvider
* Reverts IQFeed changes and simplifies interface upgrade changes
Some additional challenges we'll have to solve as part of FOPs:
- The `OptionSymbol.IsStandard` method makes the assumption that
weeklies contracts follow the pattern equities follows, which
does not apply to Futures Options
- The Subscription created in:
`OptionChainUniverseSubscriptionEnumeratorFactory`
...adds a Trade config. For illiquid contracts, this
will delay universe selection for the option symbol
until we get a trade. However, if we add a quote config,
the data would instead be loaded based on the first quote
we received from the brokerage.
But since we're currently using a trade config, illiquid
contracts won't start streaming data until it receives a trade.
NOTE: this commit is a WIP to addressing the reviews received in the PR,
but has been committed early for efficiency in the review process
* Fixes regression algorithms and misc. bugs
* Fixes map file lookup for non-equity options
* Adds extra assertion at end of algorithm to ensure no holdings are
left when the algorithm ends.
* Adds FutureOptionSymbol, allowing all contracts through as standard
* Changes SPDB to allow defaulting to underlying future symbol
properties if no entry is found for the given FOP
* Fixes calls to SPDB in SecurityService, IBBrokerage
* Reverts AAPL daily ZIP file to fix majority of regression algorithms
* Adds FOPs symbol properties
* Fixes existing symbol properties for a few futures
* Adds tests for changes to Symbol Properties Database
* Removes string SPDB lookup method
* Updates tests and misc callees of previous method
* Updates all regression tests to use data of already expired contracts
* Adds Futures Options Expiry Functions tests
* Adds required futures data for 2020-01-05
* Address review (partial): Expands test coverage and fixes tests
* Set option chain tests parallelism to fixture only
* Fixes broken test for contract month delta for FuturesOptionsExpiryFunctions
* Changes delisting date logic for Futures Options
* Address review: removes duplicate code, misc code fixes
* Bug fix in MarketHoursDatabase.GetDatabaseSymbolKey() where
we would use the underlying's Symbol for lookup in the MHDB
* Adds missing license banner
* Removes Futures Options entries from MHDB
* Adds new tests
* Adds SecurityType.FutureOption
* Converts any underlying comparisons and uses SecurityType directly
instead for FOP specific behavior
* Extra code modifications to acommodate new SecurityType
* Addresses review: fixes order fee bug on exercise
* Additional bug fixes and adding of SecurityType.FutureOption
* Updates regression algorithms OrderListHash
* Fixes various bugs in IB live implementation
* Fixes bug setting the right contract expiration date for FOP
generated by LiveOptionChainProvider
* Adds new function to FuturesOptionsExpiryFunctions
* Clarifies parameter names better in some functions/methods
* Fixes bugs in IB brokerage for FOPs
* Address review - code cleanup and refactor
* Remove MappingEventProvider, SplitEventProvider, and
DividendEventProvider for Futures Options in
CorporateEventEnumeratorFactory
* Address review: Use MHDB key resolver in SPDB
* Makes regression tests pass and adds comment for expiry issue
* Fixes MHDB lookup on string symbol method
* Adds Futures Options greeks regression algorithm (C# only)
* Adds explanitory comment on MHDB FOP lookup
* Remove python from FutureOptionCallITMGreeksExpiryRegressionAlgorithm
* Allow account currency to be overridden by the algorithm
* Fix failing unit test
* Address review
- Revert removal of call check in SecurityPortfolioManager.SetAccountCurrency
- Revert changes to unit tests
- IBrokerage.AccountBaseCurrency now defaults to null
- BrokerageSetupHandler will not change the algorithm's account currency if the brokerage returns null, allowing the algorithm to call SetAccountCurrency in Initialize
* Add property IBrokerage.AccountBaseCurrency
* Set AccountCurrency to brokerage AccountBaseCurrency
* Remove USD AccountCurrency check
* Fix Oanda account base currency
* Fix currency symbol in CashBook.ToString()
* Fix unit tests
* Address review
* Add DebugMessage when changing account currency
* Add debug message for brokerage account base currency
* Fix currency symbol in equity chart and runtime statistics
* Update unit tests
* Simplify BaseWebSocketsBrokerage reconnection
- Gdax does not emit time pulse so when no subscription was present the
DefaultConnectionHandler would trigger a reconnect. Replacing for
directly resubscribing on reconnect.
- TPV == 0 will send warning message instead of being an exception
* Fix unit test
* regression tests
* fix: apply the same time convertion to history request time as for data time
* ver2
* fixup
* unit tests
* do not need this conversion because RoundDownInTimeZone returns in proper TZ
* comment
* requested changes
* refactoring
* more refactoring
* fix existing test: should return Sunday if open
* more symbols
* fix existing tests: submit new btcusd data
* fix
* add Cfd symbol
* Add internal subscription manager
- Add InternalSubscriptionManager that will handle internal
Subscription. Replaces the realtime updates
- Fix thread race condition in the TimeTriggeredUniverseSubscription, we
have one thread injecting data points, the main algorithm thread, and
the base exchange is pulling from it
- Fixes for FakeDataQueue
- Adding unit tests
* Address reviews and fixes
- Internal subscription will use extended market hours
- Only sample charts accordingly
- Get api-url once
* Add empty cashbook check in BrokerageSetupHandler
* Update check for zero TotalPortfolioValue
* Move check for zero TPV after setting currency conversions
* Fix zero conversion rate for account currency + add unit tests
* Fix unit test
* Live Coarse universe refactor
- Live trading will source Coarse and Fine fundamental data directly
from disk. Updating unit tests.
* Adds ILiveDataProvider interface
* Adds wrapper for IDataQueueHandler implementations
* Replaces IDataQueueHandler with ILiveDataProvider in
LiveTradingDataFeed
* Edits IDataQueueHandler documentation
* Maintains aggregation for current IDQH impls and skips for ILDF impls
* Note: No unit test was created for this method, go back and TODO
* Protobuf Market data
- Adding protobuf support for Ticks, TradeBars and QuoteBars. Adding
unit tests.
* Adds unit tests for LiveDataAggregator changes
* Fixes bug where custom data was not handled as it was before
* Fixes race condition bug because of variable reuse in class
* Add protobuf extension serialization
* Fixes for protobuf serialization
* Refactor
* Fix OptionChainUniverse
* replace BaseDataExchange pumping ticks with consolidators
* AlpacaBrokerage
* BitfinexBrokerage
* GDAXBrokerage
* OandaBrokerage
* InteractiveBrokers
* TradierBrokerage
* FxcmBrokerage
* PaperBrokerage
* etc
* WIP fixes for existing LTDF unit tests
* Fixes more LTDF unit tests
* make IDataAggregator.Update recieving Generic BaseData rather than Tick
* Change IDataQueueHandler.Subscribe method
* Some fixes after adding new commits
* Adds protobuf (de)serialization support for Dividend and Split
* Serialize protobuf with length prefix
* Fix missing LTDF unit tests
* Adds TiingoNews protobuf definitions
* fix comments
* more fixes on IQFeedDataQueueHandler
* disallow putting ticks into enumerator directly
* ScannableEnumerator tests
* fix OandaBrokerage
* AggregationManager unit tests
* fix AlpacaBrokerage tests
* fix InteractiveBrokers
* fix FxcmBrokerage tests
* call AggregationManager.Remove method on unsubscribe
* fix GDAX existing tests
* Fixes, refactor adding more tests for AggregatorManager
* Adds BenzingaNews protobuf definitions and round trip unit test
* Adds missing TiingoNews unit test to Protobuf round trip tests
* Improve sleep sequence of LiveSynchronizer
* need start aggregating first, and then can subscribe
* More test fixes and refactor
- Refactoring AggregationManager and ScannableEnumerator so the last is
the one that owns the consolidator
- Adding pulse on the main LiveSynchronizer
* Improve performance of LEquityDataSynchronizingEnu
* Add missing Set job packet method
* Minor performance improvements
* Improvements add test timeout
- Improvements adding test timeout to find blocking test in travis
* Improve aggregationManager performance
* Testing improvements for travis
* Remove test timeouts
* More test fixes
- Adding more missing dispose calls and improving determinism
* fix IEXDataQueueHandler and tests
* Final tweaks to LTDF tests
* more AggregationManager tests
* consume and log ticks
* fix test: couldn't subscribe to Forex tickers
* change Resolution for all bar configs
* Improve RealTimeScheduleEventServiceAccuracy
* refactoring: move common code to base class
* fixed bug; unsubscribe SubscriptionDataConfig
* Small performance improvement
* Minor fixes
* Avoid Symbol serialization
* Fixes coarse selection in live mode
* Fix for live coarse
* Adds protobuf (de)serialization support for Robintrack
* Adds round-trip unit test
* Minor performance improvements
* More minor performance improvements
* pass LiveNodePacket through to OandaBrokerage
* Fixes empty list becoming null value when deserializing with protobuf
* Reverts BZ live trading exception removal and fixes tests
* Refactor WorkQueue making it abstract
* Add try catch for composer
* Adds optional data batching period to LiveFillForwardEnumerator
* Override data-queue-handler with config
* Improve PeriodCountConsolidator.Scan performance
* Move batching delay to main Synchornizer thread
* Reverts addition of Robintrack protobuf definitions
* Give priority to config history provider if set
* Add Estimize protobuffing
- Add Estimize protobuffing support. Adding unit tests
* Always dispose of data queue handler
Co-authored-by: Gerardo Salazar <gsalaz9800@gmail.com>
Co-authored-by: Adalyat Nazirov <aenazirov@gmail.com>
- When BacktestNodePacket has the inital `CashAmount` set we will clear
all existing cash amounts and set the account currency
- Adding more unit tests
This commit is squashed from iterative development:
- More consistent method naming
- Storage root path updated to be absolute and include algorithm name
- Storage root path created only if object store is actually used
- Implemented XML save/load
- Added missing unit tests
- Replaced Log.Trace with Log.Error calls
- Added the object store name logging in Engine.Main
- Read storage root from config
- Create algorithm storage root folder in Initialize
- Remove empty folder in Dispose
- Added null checks in all methods
- Added missing XML parameter docs
- make Initialize and Dispose virtual
- make AlgorithmStorageRoot protected
The IObjectStore abstraction provides algorithms with a persistent
storage mechanism. While the algorithm is running, data is maintained
in memory as a dictionary of raw bytes (string -> byte[]). This ensures
we avoid any reference type shenanigans. Periodically, the data in the
object store is persisted and additionally, when the algorithm shuts
down, the object store's data will again be persisted. This ensures that
when the algorithm starts up again, it will have access to any state
that has been saved into the object store.
A great use case for IObjectStore is saving a compute heavy model.
For example, computing the weights of a deep neural network is very
CPU intensive, but after the weights are computed, evaluation is fairly
quick. An initial backtest can be used to solved for the network's weights
and then subsequent backtests or even in live mode, the weights will be
available to the algorithm provided they were saved into the object store.
Also, some libraries require a file path to load model data. The object
store provides a `GetFilePath(key)` method which will copy the data for
the provided key to the disk and return that path so the library can load
the model data.
- Adding `FreePortfolioValue` to be set after algorithm initialize based
on the `TotalPortfolioValue` and the `FreePortfolioValuePercentage`
- Updating regression tests
- Adding new regression test
- Adding check for minimum order value at `BuyingPowerModel`
Martin-Molinero