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* Fixes for FutureOptions support in LeanData
* Add CreateCanonicalOption() utility function for Symbol.cs
* Add aggregated Futures/FuturesOptions data to Lean
* Add FutureOptions regressions for daily/hourly data
* Allow Futures to be added with low resolution
* Add Future regressions using hour/daily data
* Nit - Python Class names
* Add reviews
* Add alias into CreateCanonicalOption
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* Create generic writing for LeanDataWriter, + notes on todos
* Make Options Daily/Hourly data store by year
* Refactor Generic Write
* Permit hour and daily resolutions for options
* Refactor writer to merge when needed with other files
* Cleanup redundancies, run write tasks in parallel
* Make needed classes/vars available
* Update tests to reflect new naming convention for daily hourly options data
* Add Byte[] overloads for ZipData functions in compression
* Implemented Store() for ZipDataCacheProvider
* Have LeanDataWriter use a DataCacheProvider
* ZipDataCacheProvider cleanup
* ZipDataCacheProvider tweaks, doesn't support storing non-zips
* Test adjustments
* Update LeanDataWriter to use Write instead of SaveDailyHourly/SaveMinuteSecond
* Implement tests to verify DownloadAndSave behavior
* Nit cleanup on DownloadAndSave tests
* Fix for options daily/hourly underlying equity subscription read
* Add daily/hourly options data and regressions
* Add missing open interest for hourly
* Fix writing of OpenInterest Daily/Hourly data
* Update data
* Fix Date typo in regression
* Use daily algorithm to test delisting
* Revisions part 1
* Expand test for DataCacheProviders; refactor DiskDataCacheProvider
* nit - test adjustments
* ZipDataCacheProvider test setup refactor
* Adjust multithreaded read/write test; fixes for ZipDataCacheProvider
* Move DiskDataCacheProvider to its own file and add write test
* Remove _appendToZips; always overwrite entry or create zip
* Add mapping regression for daily options
* nit - add license to regression
* Fix Tick write case where more than one data point for a DateTime
* Fix data issue
* Address review
* Tweaks for tests
* Stop Store() early if no entry name is given
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* Move Aggregate Quote and Trade Bars to utils
* Add decimal and long overload to UnixTimeStampToDateTime
* Add Kraken OrderType check in CanSubmitOrder
* PR !5969 review fixes
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* Lean exchanges improvements
- Adding new Exchange class to avoid exchange code clash.
Adding and updating unit test
* Add Market for MapFile API
* Self review
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* Add new DownloaderDataProvider
- Moving LeanDataWrite and IDataDownloader to common project
- Add new BaseDataDownloaderDataProvider with concurrency helper method
- Add new DownloaderDataProvider which will use a IDataDownloader or
IBrokerage implementation as data source
* Add support for downloading symbol chains data
* Use DataProvider for fetching Shortable and FutureMargins files
* Use data provider for AllShortableSymbols
* Refactor of NeedToDownload logic
* Adjustments
* nit - cleanup
* Expand test cases
* Create the directory if it doesn't exist
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- Ensure data is downloaded only once with the ApiDataProvider. Adding
unit test
- Log invalid securityType ApiDataProvider requests once
- Assert Factor file and map file providers are compatible with the
ApiDataProvider
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* Adds filtering of negative ticks in CoinAPI converter
* Tick data will remain the same, only aggregated data
will have changes reflected in its output as a result
* Adds suspicious tick filtering to ticks
* Address review: Add Crypto Trade Tick suspicious test case
Build & Test Lean / build (push) Has been cancelled
* Adds processed data directory to read price data from
* Make coarse universe generator look at data directory before failing to find daily data
* Set coarse generator output of missing daily file to debug log
* Add CoarseUniverseGenerator logs
* Fixes 100 nanosecond increment lookahead bias when parsing large numbers
* Whenever we parse a number that is has precision greater than
DateTime ticks (sub-100 nanoseconds), if we have nanoseconds
between [0, 1000), excluding numbers divisible by 100,
we will have leftover nanoseconds between [0, 100) nanoseconds, but
they won't be factored in to the DateTime calculation, since casting
to `long` only takes the integer component of the number, so we lose
the extra nanoseconds that came with the decimal, and time is set to
the "floored" value without those nanoseconds.
Since .NET `DateTime` type has a limitation of only being able
to represent time in increments of 100 nanoseconds, by not
considering the sub-100 nanoseconds, we introduce a look-ahead
bias of at most 100 nanoseconds/1 tick
* Misc adjustment to make method use `decimal` instead of `double`
for increased precision when parsing large numbers
* Changes CoinAPI data converter to support processing raw files in original directory structure and file name
* Removes Market requirement from CoinAPI data converter
* Remove timeout on decompression of raw AlgoSeek futures data
* Updates SEC downloader to use HttpClient where requests were failing
* For some unknown reason, valid requests to a valid URL were
failing when using WebClient. Changing our requester to
HttpClient fixes the issue, and enables us to leverage
async capabilities where applicable.
* Added fault tolerance to index file downloads, including a
rate limit in case we've been rate limited
* Further refactoring; catches 429 errors, adds missing rategate calls
* Replace all usage of WebClient, force retry for all failures
* Adds optional config value for Benzinga News API key in downloader
* Modifies Estimize Downloader api config name and fixes directory not found bug
* Refactor Estimize to speed up processing time
* Adds ticker limits if desired
* Misc. bug fixes, performance improvements, code cleanup
* Remove debug log statements leftover from previous commit
* Add support for non-tick Index resolutions in LeanDataWriter
* Empty commit
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* Empty commit
* Lower requests/second for SEC downloader, add missing rategate call
Co-authored-by: Martin-Molinero <martin@quantconnect.com>
* Reconcile duplicated code
* Add License header
* CS0219 Fixes: Value assigned, but never used
* CA1507: Use nameof in place of string literals
* CS0108 : Hides Inherited Member; Use new keyword to overwrite formally
* CS0114: Hides inherited member; use override keyword
* CS0168: Variable is declared but never used
* Tests CS1062; using obsolete implicit Symbol -> String; fix via .ToString()
* CS0472: Non Nullable Obj getting Null Checked
* CS0067 Member not used; ignore all cases for future use
* CS00162 : Unreachable code; either removed or ignored for debugging and test cases
* CS0169 Remove non-used fields; ignore those that may be used in future
* CS0414; Field is assigned but never used.
* CS0618; Obsolete properties and members; Only fixes simple ones, rest will have to broken up
* CS0649; Field never assigned too
* CS0659 & CS0661 ; Overwrite operators and equals but not hashcode; I don't really override it but just call base
* Small comment fix
* Cleanup pragma statement
* 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>
* 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
* Fixes weeklies parsing, causing certain futures to be inaccessible in Algorithm
The FuturesExpiryFunction expects the contract month of the Future,
not the expiration. As a result, the contract gets filtered as a
weekly contract, rather than as a standard due to the discrepancy
between the expiry dates when the contract month differs from the
expiry date's month.
A very important fact to note is that futures can and do expire prior
to the contract month. BZ,(brent crude financial futures) expire two
months prior to the contract month, CL one month prior, etc.
There has been an addition that contains a "reverse" futures expiry function
lookup table. We use this to lookup the contract month to re-calculate
the Future expiry.
This PR also fixes dairy and adds extra expiry dates. Dairy can have
an expiry *after* the contract month, so a new path was added to the
SymbolRepresentation to ensure that these contracts are loaded
correctly.
* Address review: Adds tests and fixes bug in SymbolRepresentation
* Updates SID comment on `Date` property to reflect fact that we use
future expiry for its value
* Fixes bug in SymbolRepresentation where expiration day would always
be 01 when parsing a contract with an expiration after the contract
month
* Fixes bug in SybmolRepresentation where expiration year would be
four digits long when parsing a contract with an expiration after
the contract month
* Fixes some bad dairy expiry dates
* Adds tests for SymbolRepresentation and the futures filtering for
standard contracts
* Renames method used to extract delta between contract month and
expiry date
* Removes GH comment and restores Futures contract month expiry param
Crypto and Equities will consolidate trades by default
Daily and hourly resolution will return only trades for crypto and equities.
Update equity TAQ regression test
Add minute sample files
Updating regression algorithms
Update SpotMarket test cases
Add regression test for equity trades and quotes
- History request.
- Trades and quotes pumped into OnData.
- Subscriptions are added correctly.
Add sample data
Checks low resolution only subscribes to trade bars
The `NullReferenceException` type is intended to only be thrown by the CLR.
In most cases, it should be converted to an `ArgumentException` or an
`InvalidOperationException`, depending on if the null value is a parameter
to the current method or not.
The `Exception` type should never really be thrown as it doesn't provide any
additional information or hints as to the issue. It also forces users that
would like to handle expected exceptions to catch all exceptions. These are
converted to an exception type that more accurately describes the reason for
raising the exception: `KeyNotFoundException`, `InvalidOperationException`
Energy futures (CL, HO, RB, NG) expire in the month before the contract month.
To handle these properly, the following changes have been implemented:
- the AlgoSeekFuturesReader has been updated to create the future symbol with the correct expiry date
- the zip entry names in futures data files now contain the full expiry date (in addition to the contract month)
- the sample data files have been updated to use the new zip entry names
- new unit tests have been added and existing ones updated
- `FactorFile` will keep an ordered reversed list with the dates.
Calling `Reverse()` on the `SortedList` is expensive.
- `MapFiles` will keep first and last date, so we don't need to call
`First()` and `Last()` multiple times.
- `Liquidate` will go through all the algorithms securities only if
necessary
- `TradeBar` parsing will not call `new T` for pure `TradeBar` which is
expensive
- Removing `Lazy` hash code and security type for the
`SecurityIdentifier`, replacing for direct initialization. Accessing the
`Lazy` value adds an overhead.
- Replacing `Enum` to string for hardcoded switch statement. `Enum.ToString` is expensive.
- `DataManager` will be lazy for counting the subscriptions for
determining if its above the limit
- Adding `AlgorithmSecurityValuesProvider.GetAllValues()`, removes the
need to fetch all the security keys twice.
- During universe selection, will not try to re add already added symbol
This project can take trade as well as orderbook information from Kaiko
and convert the data into Lean compatible data at all resolutions in
modeled as both trades and quotes.
The Crypto security can be modeled with both trades and quotes easily, therefore it is necessary to make sure that the LeanData, LeanDataWriter and associated BaseData.Reader() methods can read/write both Trades and Quotes.
Because cryptocurrencies can be either Trades or Quotes, the Crypto security type needs it's own switch statement in LeanData.GenerateLine. This produces non-scaled TradeBars or QuoteBarrs.
Martin-Molinero