* 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
* Bump time by one tick in adding subscription
* Adjust regressions
* Change removal to immediate
* Use series.AddPoint instead of directly adding it
* Adjust regression
* Add checks for fixed behavior in regressions
* Address review
* Add files via upload
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* Delete QuiverHouseDataDownloader.cs
* Delete QuiverSenateDataDownloader.cs
* Delete QuiverPoliticalBetaDataDownloader.cs
* Add files via upload
* Delete QuiverHouse.cs
* Delete QuiverSenate.cs
* Delete QuiverPoliticalBeta.cs
* Add files via upload
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* Delete QuiverDataAlgorithm.cs
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* Addresses self review: Cleans up code and adds new unit tests
* Adds Quiver* C# files to project
* Adds new unit test for QuiverCongress
* Adds Python algorithm example
* Address self reviews
- Adding some missing xml docs
- Removing unrequired imports.
- Minor rename from Date to ReportDate
- Live trading will throw InvalidOperationException
* Fixes for example algorithms
Co-authored-by: Gerardo Salazar <gsalaz9800@gmail.com>
Co-authored-by: Martin Molinero <martin.molinero1@gmail.com>
* DividedEventProvider distribution computation
- Update regression algorithm which was using a different reference
price when calculating the dividend
- Adjust divided event provider to compute distribution using factor
file reference price, if not 0. Adding unit tests
- For equities, only emit auxiliary data points for
TradeBar configurations, not for QuoteBars, nor internal.
* Address reviews
- Split and Dividend event provider will throw an exception when there
is no reference price available. Updating `wm` factor file which was
missing references price and regression algorithms using WM.
- Updating unit tests asserting new exception
* Adds CustomBuyingPowerModelAlgorithm
This algorithms is an example on how to implement a custom buying power model.
In this particular case, it shows how to override `HasSufficientBuyingPowerForOrder` in order to place orders without sufficient buying power according to the default model.
* Upgrades CustomModelsAlgorithm to Include CustomBuyingPowerModel
The custom buying power model overrides `HasSufficientBuyingPowerForOrderResult` but it doesn't change the trades and, consequently, the regression statistics.
* Fail on restart investing after liquidation
I added a line so that the trailing high value could be rebalanced and the investment process won't be stop by high value always more than current value by drawdown percent.
* Update MaximumDrawdownPercentPortfolio.py
* Fix for MaximumDrawdownPercentPortfolio
- Fix C# MaximumDrawdownPercentPortfolio to reset portfolio value after
liquidation. Only reset once we have actually adjusted some targets.
Updating regression algorithms.
Co-authored-by: Martin Molinero <martin.molinero1@gmail.com>
* Remove F# Project, Splits, and Dividends Tests
* Separate tests that require external accounts; read from config
* Removal of non supported "prices" endpoint test
* Removal of unsupported API functions
* Address review
* NOP GetLastPrice for removal of Prices endpoint
* Post rebase fix
* Rebase fix 2
* remove /r/n from eof for api tests
* Reflect similar refactors to NodeTests
* Fix for live algorithm API testing
* Address Review
* Add underlying holdings to regression result handler details log
When debugging option exercise/assignment issues it's useful to see the
underlying holdings at the time the option contract fill event is processed.
Also adds the full symbol string to the top of the order event section.
The Symbol.Value was being logged via OrderEvent.ToString(), but it wasn't
the full SecurityIdentifier - by including the full SID string it makes it
easier to correlate fills over symbol rename boundaries.
* Fix automatic option assignment from market simulation
During the recent OptionExerciseOrder.Quantity refactor, this case was missed.
Additionally, it was realized that there were no regression tests covering the
automatic assignment via the market conditions simulation. This change introduces
a regression algorithm that covers the automatic assignment of put/call options.
* Update BasicOptionAssignmentSimulation._rand to be non-static
If this value is static then we reuse the same Random instance for ALL regression
tests, thereby defeating the purpose of using a well known seed number. This means
we get different results based on the order execution of preceding algorithms.
By making this an instance variable each algorithm will start with the same seed
value, ensuring consistent runs between regression tests, either run as a suite or
running a single algorithm in isolation.
* Do not update price scale for fillforward data
- Do no update price scale for fill forward data. FillForward data
should keep using the prev scale for which it was created. Adding unit tests
- When cloning do not lose IsFillForward flag state, affects
QuoteBars/Ticks, does not affect TradeBars since they perform a memberwise clone.
Adding unit tests
* Auxiliaries shouldn't really affect on applied price factor scale.
Despite we can receeive FillForward'ed data points, corresponding
Auxiliaries for them are not FillForward so we do meet the condition
and then refresh price factor. As a result all futher FF data points are scaled too.
* Regression algorithm to check that FillForward'ed data points arrived with last real price factor
* Add trade for regression algorithm
- Minot tweaks and adding trade for new regression algorithm.
- Updating AddOptionContractExpiresRegressionAlgorithm because it is
using the symbol for which new data was added.
Co-authored-by: Adalyat Nazirov <aenazirov@gmail.com>
* OptionChain and OptionContract improvements
- QCAlgorithm.AddUniverse will return the added Universe instance.
- Adding new OptionChainedUniverseSelectionModel will monitor a Universe changes
and will spwan new OptionChainUniverse from it's selections. Adding
regression test Py/C#.
- Adding new OptionContractUniverse that will own option contracts and
their underlying symbol. Adding regression test
- Fix double notification for security changes, bug seen in updated
UniverseSelectionRegressionAlgorithm
- Remove UniverseSelection special handling for Option and Future chains
- Fix DataManager not removing SubscriptionDataConfigs for Subscriptions
which finished before being removed from the universe
- Refactor detection of user added Universe so that they do not get
removed after calling the UniverseSelectionModel
* Add check for option underlying price is set
* Address reviews
- Adding python regression algorithm for
`AddOptionContractFromUniverseRegressionAlgorithm`
and `AddOptionContractExpiresRegressionAlgorithm`
- Rename QCAlgorithm new api method to `AddChainedOptionUniverse`
* Fix universe refresh bug
- Fix bug where a universe selection refresh would cause option or
future chain universes from being removed. Adding regression algorithm
reproducing the issue.
* Rename new option universe Algorithm API method
- Rename new option universe Algorith API method from
AddChainedOptionUniverse to AddUniverseOptions
- Rebase and update regression test order hash because of
option expiration message changed
* Improve information tracked in regression's {algorithm}.{lang}.details.log
The details.log file aims at providing a diff-able document that quickly and
easily provides actionable information. Since many regression algorithms use
the algorithm's debug/error messaging facilities to log various pieces of algo
state. This document also support a configuration option: regression-high-fidelity-logging'
that logs EVERY piece of data, again, with the aim of providing an easily diff-able
documenbt to quickly highlight actionable information. I may have missed omse key
pieces of information here, but now that the entire QC knows about this regression
tool, if additional information is required then hopefully it's easy enough at this
point to extend the RegressionResultHandler to suit our needs.
The RegressionResultHandler was initially implemented to provide a concise log of
all orders. This was achieved by simply using the Order.ToString method. While
testing/investigating OptionExerciseOrder behavior, it became evident that more
information was required to properly identify the source of potential failures or
differences between previous regression test runs. This change adds logging for
almost every IResultHandler method and additionally attempts to capture the
actual portfolio impact of every OrderEvent. This is accomplished by logging
the portfolio's TotalPortfolioValue, Cash properties and the security's
SecurityHolding.Quantity property.
This change also standardizes the timestamps used to folloow the ISO-8601 format.
When using the RegressionResultHandler, it is highly recommeded to also disable
'forward-console-message' configuration option to ensure algorithm Debug/Error
message logging is done synchronously to ensure correct ordering with respect to
log messages via Log.Debug/Trace/Error.
* Fix typo in options OrderTests test case name
* Update SymbolRepresentation.GenerationOptionTickerOSI to extension method
Far more convenient as an extension method
* Improve R# default code formatting rules
Many of these rule changes focus on improving the readability of code,
with a particular emphasis on multi-line constructs, chained method calls
and multi-line method invocations/declarations.
* Add braces, use string interpolation and limit long lines
* Refactor OptionExerciseOrder.Quantity to indicate change in #contracts
For all other order types, the Order.Quantity indicates the change in the algorithm's
holdings upon order execution for the order's symbol. For OptionExerciseOrder, this
convention was broken. It appears as though only exercise was initially implemented,
in which case only long positions were supported and a code comment indicated that
only positive values of quantity were acceptable, indicating the number of contracts
to exercise. At a later date, assignment simulation was added and utilized a negative
order quantity. This caused some major inconsistencies in how models view exercise
orders compared to all other order types. This change brings OptionExerciseOrder.Quantity
into alignment with the other order types by making it represent the change in holdings
quantity upon order execution.
This change was originally going to be much larger, but in order to minimize risks and to
make for an easier review experience, the additional changes will be committed separately
and pushed in their own PR. Some of the issues identified include:
* Manual Exercise (especially for OTM) is not covered
* Margin Calculations (in particular taking into account opposing contracts held)
* IBrokerage.OptionPositionAssigned is raised for exercise (later filtered by tx handler)
Fixes OptionPortfolioModelTests to use exercise model to properly model exercise of
non-account quote currency option contract.
* Include Order.Tag/OrderEvent.Message in their ToString, Fix default tag values
There was inconsistencies in what we were checking for. The order constructors
default the tag parameter to an empty string but Order.CreateOrder checks for
a null string. Additionally, the order constructors (limit,stopmarket,stoplimit)
would check for an empty string and if so, apply a default order tag.
This change cleans these checks up using string.IsNullOrEmpty and also removes the
check from Order.CreateOrder since we're passing the tag into the various order
constructors.
* Improve information tracked in regression's {algorithm}.{lang}.details.log
The details.log file aims at providing a diff-able document that quickly and
easily provides actionable information. Since many regression algorithms use
the algorithm's debug/error messaging facilities to log various pieces of algo
state. This document also support a configuration option: regression-high-fidelity-logging'
that logs EVERY piece of data, again, with the aim of providing an easily diff-able
documenbt to quickly highlight actionable information. I may have missed omse key
pieces of information here, but now that the entire QC knows about this regression
tool, if additional information is required then hopefully it's easy enough at this
point to extend the RegressionResultHandler to suit our needs.
The RegressionResultHandler was initially implemented to provide a concise log of
all orders. This was achieved by simply using the Order.ToString method. While
testing/investigating OptionExerciseOrder behavior, it became evident that more
information was required to properly identify the source of potential failures or
differences between previous regression test runs. This change adds logging for
almost every IResultHandler method and additionally attempts to capture the
actual portfolio impact of every OrderEvent. This is accomplished by logging
the portfolio's TotalPortfolioValue, Cash properties and the security's
SecurityHolding.Quantity property.
This change also standardizes the timestamps used to folloow the ISO-8601 format.
When using the RegressionResultHandler, it is highly recommeded to also disable
'forward-console-message' configuration option to ensure algorithm Debug/Error
message logging is done synchronously to ensure correct ordering with respect to
log messages via Log.Debug/Trace/Error.
* Fix typo in options OrderTests test case name
* Update SymbolRepresentation.GenerationOptionTickerOSI to extension method
Far more convenient as an extension method
* Improve R# default code formatting rules
Many of these rule changes focus on improving the readability of code,
with a particular emphasis on multi-line constructs, chained method calls
and multi-line method invocations/declarations.
* Add braces, use string interpolation and limit long lines
* Refactor OptionExerciseOrder.Quantity to indicate change in #contracts
For all other order types, the Order.Quantity indicates the change in the algorithm's
holdings upon order execution for the order's symbol. For OptionExerciseOrder, this
convention was broken. It appears as though only exercise was initially implemented,
in which case only long positions were supported and a code comment indicated that
only positive values of quantity were acceptable, indicating the number of contracts
to exercise. At a later date, assignment simulation was added and utilized a negative
order quantity. This caused some major inconsistencies in how models view exercise
orders compared to all other order types. This change brings OptionExerciseOrder.Quantity
into alignment with the other order types by making it represent the change in holdings
quantity upon order execution.
This change was originally going to be much larger, but in order to minimize risks and to
make for an easier review experience, the additional changes will be committed separately
and pushed in their own PR. Some of the issues identified include:
* Manual Exercise (especially for OTM) is not covered
* Margin Calculations (in particular taking into account opposing contracts held)
* IBrokerage.OptionPositionAssigned is raised for exercise (later filtered by tx handler)
Fixes OptionPortfolioModelTests to use exercise model to properly model exercise of
non-account quote currency option contract.
* Fixes issue where BidPrice/AskPrice were not adjusted for Quote Ticks
* Previously, ticks would have their prices (Tick.Value) adjusted whenever
TickType == TickType.Quote, but would not have their
BidPrice/AskPrice fields adjusted, thus potentially being orders
of magnitude such as 4x from the actual Bid/Ask prices.
This commit applies the pricing scaling factor in a critical
path where Ticks are adjusted to their scaled price. This issue
only applied to Resolution.Tick && SecurityType.Equity data.
* Refactors Extensions Tick Scale extension method
* Adjusts unit test to dispose of resources and assert history count
* Replaces use of FileSystemDataFeed for NullDataFeed in Adjustment test
* Adds regression algorithm testing BidPrice & AskPrice adjustment
* Address review: remove SecurityType check on TickType.Trade adjustments
- `HistoryRequestFactory` will not sure extended market hours for hour
resolution when determining the start time using quantity of bars.
Adding regression test
* Add OrderRight.GetExerciseDirection(isShort) extension
Returns the OrderDirection resulting from exercise/assignment of a particular
option right
See: BUG #4731
* Fix option exercise/assignment order tags and order event messages
The algorithm manager was doing work to determine whether or not the option ended
in exercise or assignment at expiration. This decision should be left for the exercise
model to decide -- from the algorithm manager's perspective, all that matters is that
the option was expired. The DefaultExerciseModel was updated to properly track whether
the option expired with automatic assignment or exercise, dependending on whether or
not we wrote or bought the option (held liability or right, respectively). Updated unit
tests to check for order event counts and order event messages for option exercise cases.
Fixes: #4731
* Fix typo in algorithm documentation
* Update regression tests order hash
Co-authored-by: Martin Molinero <martin.molinero1@gmail.com>
* 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
* Oanda default forex Market
- Use Oanda as default forex Market since it has more pairs.
- Remove FXCM data add Oanda equivalente data.
- Update unit and regression tests
* Address reviews
- Revert FXCM data removal
- Remove unrequired commented code
* Fix rebase
* Remove invalid symbols from symbol properties db
* Add SymbolPropertiesDatabase.GetSymbolPropertiesList
* Remove symbol list in BitfinexSymbolMapper
* In EnsureCurrencyDataFeed fetch symbols from symbol properties database
* Remove symbol list in OandaSymbolMapper
* Remove unused code
* Address review
- Remove StringComparer.OrdinalIgnoreCase usage
- Rename KnownSymbolStrings to KnownTickers
- Fix Slice.Get OpenInterest type. Adding unit test
- Fix for SecurityCache that wasn't storing OpenInterest types
- Updateing regression tests to covere these usages
* Calculate both raw and adjuasted prices for backtesting
* disable second price factoring
* move and reuse method
* test coverage for new methods
* reuse scaling method
* reuse subscriptionData.Create method
* removed unused code
* regression test
* switch to aapl
* fix regression test output
* more asserts
* fix comments - reduce shortcuts and abbrevation
* more comments
* merge parameters
* reduce number of getting price factors
* fix tests
* fix tests
* fix regression tests
* calculate TotalReturn on demand
* include TotalReturn calculations
* perf tuning
* more unit tests for SubscriptionData.Create
* simplify things - store and return only raw and precalculated data
* fix regression tests; change it back
* factor equals 1 for Raw data
* small changes
* follow code style
* implement backward compatibility
* Add set market price during extended market hours
- Set market prices during extended market hours for live trading.
Adding unit test
* Add assert on internal data count
* Support List and OptionFilterUniverse for Py filter
* Regression algorithm for testing
* Unit Tests
* Fix for process
* Tighten filters to reduce load on automated testing
* Address review v2
- Adding an example algorithm of a custom universe selection using
coarse data and adding tiingo news. If conditions are met will add the
underlying and trade it
- Adding required UniversePythonWrapper
This example shows how to create an EMA cross algorithm for a futures' front contract. Once the contract is added, the indicators are registered to a new consolidator and warmed up with historical data. When a contract is removed, the consolidator is removed and the indicators are reseted. We don't need to liquidate it, because it's liquidated automatically since it has expired.
- Do not reuse parameter variables `start` and `end`. Create new variables with meaningful names and rename them to `startUtc` and `endUtc`.
- Use `EachTradeableDayInTimeZone` to calculate `tradableDates`.
- Adds another test/assertion in the regression algorithms to ensure tests in the scheduled event were performed.
The tradable days of the history request should respect the data time zone since the data source files also do.
Upgrade `BasicTemplateFuturesHistoryAlgorithm` to a regression algorithm and add a schedule event to test history requests every hour.