1011 Commits

Author SHA1 Message Date
Martin-Molinero d6d3514ae2 Live warmup resolution check (#6586)
- Add check for live warmup history request, making sure there is at
  least room for a single bar between start and end. Avoid sending
  start==end when rouded down by the resolution causing some history
  providers to fail
2022-08-26 10:50:02 -03:00
Martin-Molinero 3f42101f6d Update to python38 and libraries (#6558)
* Update to python38

- Update to python38
- Update libraries

* Create latest virtual environment. Add CI unit tests

* Further update python packages

* Virtual env fixes

- Refactor python virtual env setup
- Adding CI unit tests for python packages and virtual envs

* Adding more python packages

- Adding NBeats, Ax-platform, Riskfolio-Lib

* Rename pomegranate venv
2022-08-22 13:54:02 -03:00
Martin-Molinero 3f2bcc1784 Add missing CancellationTokenSource dispose (#6512)
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- Add missing CancellationTokenSource disposals to avoid memory leaks
2022-08-01 11:12:01 -03:00
Martin-Molinero 7540af454c Warmup resolution respected (#6467)
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* Respect warmup resolution given

- The data feed will respect the warmup resolution given and override
  the resolution used by the algorithm when adding a subscription.
  Updating regression algorithm to keep previous statistics. Adding new
  regression algorithm asserting the desired behavior

* Testing improvements

- Add more unit tests and regresion test
- Add missing data for crypto
- Fix bug with FFed data crossing after the end time of the warmup
  request

* Add more Warmup resolution regression algorithms

- Adding more warmup resolution regression algorithms, using
  Settings.WarmupResolution and an option selection case

* Add more warmup regression tests

- Adding more warmup regression tests.
- Will no longer skip universe selection subscriptions from warmup
  resolution enforcement. Updating regression algorithms data points

* Fix bug with data rounding

- Fix data rounding bug when warmup resolution is set to a different
  value than the original configuration. Updating regression algorithms
  to assert the expected behavior

* Address reviews

- Revert regression algorithms changes to use Resolution during warmup.
  Updating their stats.
- Adding new regression algorithms asserting the behavior warming up
  using a timespan and no warmup resolution
- Fix bug where data used to warmup the 'normal' enumerator will make it
  through into the warmup time span. Updating tests

* Address reviews

- Add missing comments, explaning warmup algorithms time span
  calculations.
- Revert changes in existing `WarmupOptionTimeSpanRegressionAlgorithm`
  to reduce diff to minimum
- Adding new warmup unit tests asseting algorithm warmup start time, for
  different combinations of bar count, timespan, resolution
2022-07-15 13:05:06 -03:00
Martin-Molinero 31fc7ac236 Do not generate Equity Quote Daily data (#6483)
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- Fix for so the random data generator does not try to create daily
  equity quote data
2022-07-14 10:20:34 -03:00
Martin-Molinero e6f8a7535e Fix live future and option universe selection daily resolution (#6482)
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* Fix live future and option universe selection daily resolution

- Adding unit test reproducing issue for option and future universe
  chain using daily resolution, since was rounding down in UTC TZ the
  date might not change and it would re emit the same data point

* Address reviews

- Add more test cases
- Adding locks around RegisteredSecurityDataTypesProvider to allow it to
  be used by multiple threads at the same time without exploding
2022-07-13 19:10:13 -03:00
Martin-Molinero 778d436b94 Removed mapped futures contract is non tradable (#6479)
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* Minor fixes for mapped futures contract

- Future security was never able to be non tradable
- Skip remove future contracts from live holdings. Adding unit test
  reproducing issue and regression algorithm

* Fix removal of continuous futures

- The canonical continuous future would leave behind an OpenInterest
  subscription when removed because of a different in the way the
  configurations were built, this will now be centralized in a single
  method. Adding unit tests reproducing issue
- FillForwarding setting of the continuous future was not being
  respected. Updating algorithm reproducing the issue to assert the
  behavior failing in master

* Address reviews

- Minor refactors addressing reviews
2022-07-13 15:36:24 -03:00
Martin-Molinero 8c0b60cd2f Refactor work queue scheduling (#6465)
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- Remove thread in charge of sorting and updating the queues weight.
  This will be handled by each worker thread instead. Avoid cases where
  the work count is so high that the sorting thread in master would not
  be able to update all the weights, causing data to be enqueued beyond
  the max prefetch limit. Adding benchmark algorithm reproducing issue
2022-07-06 12:13:32 -03:00
Martin-Molinero 64f0a9e0a2 Fix for ApiDataProvider (#6461)
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- Avoid race condition while downloading data.
- Reused http client for downloads
2022-07-05 18:43:58 -03:00
Martin-Molinero 3f407cd80f Smaller live warmup history requests (#6455)
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- Smaller live warmup history requests, will keep track of the last point
  we got from the file based enumerator and start our history enumeration from this point
2022-07-05 13:15:23 -03:00
Martin-Molinero 15e399c96b Live T-1 selection warmup (#6395)
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* Live T-1 selection warmup

- Only use BaseDataCollection class
- Reuse collection enumerator
- Remove FuturesChainUniverseSubscriptionEnumeratorFactory
- Universe selection will use Cache providers
- Add null reference check
- Add more tests
- Fixes for warmup fill forwarding. Add more tests

* Address reviews. Add missing comments
2022-06-10 17:25:20 -03:00
Martin-Molinero a3f4dff299 Refactor chain providers (#6394)
* Refactor chain providers

- ChainProviders will use quote, open interest and trade information,
  which ever is first. Updating regression algorithm changing contract
  being added.
- Add base BacktestingChainProvider for shared logic, reducing
  duplication.
- ChainProviders will now use the given IDataCacheProvider and
  IMapFileProvider
- If Providers are called for a date the exchange is closed they will
  search for the previous available date where the exchange is open.
  Adding unit tests.

* Address reviews. Logging improvements
2022-06-10 11:24:09 -03:00
Martin-Molinero cbfdd85cef Live Internal Subscription Start Time (#6392)
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- Live Trading internal subscription start time will be after warmup.
  Adding unit tests.
2022-06-09 17:28:32 -03:00
Martin-Molinero 3a00b6963c Avoid sending expired symbols to IDQH (#6378)
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- Avoid sending expired symbols to the IDQH. This can happen during
  warmup period. Adding unit tests
2022-06-06 19:30:04 -03:00
Martin-Molinero e0b9a2735f Warmup fixes (#6293)
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* Add regression test reproducing issue

* WIP

* Update regression algorithms

* Improvements

* Cleanup and more fixes

- Clean up BaseDataExchange

* RealTimeHandler fixes

* Address reviews

* More comments, tests and minor tweaks

* Avoid false test failures

* Fixes

* Minor improvements

* Scheduled Event start time fix

* Add warmup option regression algorithm and fix

* Add WarmupFutureRegressionAlgorithm

* Normalize backtesting and live future selection
2022-05-31 10:03:56 -03:00
Martin-Molinero cb2062debd Expand GetSecondUnevenWait usages (#6340)
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* Reduce Live CPU usage

* Address selfreview
2022-05-16 20:12:22 -03:00
Martin-Molinero 284b26a9bd Performance improvements and fixes (#6330)
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* Reuse GUID

* Reduce Lean task usage

* Reduce CPU usage

* Address reviews
2022-05-13 15:04:09 -03:00
Ricardo Andrés Marino Rojas 6d181cc452 Fix bug with SetBenchmark() using custom data (#6304)
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* First commit

* Solve the easy case

* Solve bugs

* Solve bugs

* Requested changes

* Requested changes
2022-04-27 13:58:10 -03:00
Martin-Molinero b3c2303111 Zip data cache provider improvements (#6296)
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- Throw on failure to store. Add unit test
- Fix handle leak
2022-04-22 13:52:30 -03:00
Martin-Molinero 06c05c4274 Fully reset security cache (#6277)
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- Fully reset the security cache when it's finally removed from the algorithm.
   Adding regression algorithm reproducing issue
- Updating regression algorithms which would trade based on data
  previously available
2022-04-01 15:00:29 -03:00
maciek231 58e89872c1 Fix HttpClient request timeout (#6273)
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* Fix HttpClient request timeout

* Update LiveOptionChainProvider.cs

Remove unrequired accepted encoding specification

Co-authored-by: maciej.tromiczak <maciej.tromiczak@96volt.com>
Co-authored-by: Martin-Molinero <martin@quantconnect.com>
2022-03-30 17:34:02 -03:00
Ronit Jain f86926bf7a Fixes HistoryProviderManager slice merging by using algortime for all slices (#6226)
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* remove un-used

* use utc time for slice sync

* use utc time

* refactor

* add regression test

* use utc time

* use utc time

* make utctime required parameter

* add utcTime in slice creation

* assert warm up complete

* check if algorithm is still warmingup

* use exchange tz
2022-02-18 20:43:33 -03:00
Ronit Jain 2d644d7879 Feature handle multiple history providers (#6187)
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* initial commit

* get history from data providers

* merge history from history providers

* merge slice

* Add merge function in slice

* Update test

* merge aux data

* add data points in _data

* append new data points in original list

* Add test suite for HistoryProviderManager

* reduce complexity

* setup once

* add fake history provider

* doesn't count aux data

* add tests for options

* style changes

* add custom data

* merge rawDataList

* use array of history providers

* optimize

* fix formatting error

* add comment

* add tests

* simplify

* use list

* use abstraction

* split tests

* add test

* use abstraction to create generic enumertor class

* refactor

* accept list of type T

* sync history slices

* use SubscriptionDataReaderHistoryProvider for live

* rename test file

* return empty

* add tests

* cleanup

* address reviews

* optimize

* Fix method definition

* use initial time for basedata

* refactor

* re-use collection

* inherit HistoryProviderBase

* always return HistoryProviderManager

* add tests

* update rawDataList

* reset composer

* consider null elements

* add tests for binary search method

* Follow lean coding style

* revert

* remove binary search method

* convert to field
2022-02-14 11:58:00 -03:00
Martin-Molinero 1aaaa20c61 Fix daily auxiliary data points emission time (#6186)
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* Use GC server mode for tests

* Fix daily auxiliary data points emission time

- Due to fillforwarding, in some cases with daily resolution symbol
  change events (generically any auxiliary data) would arrive late.
  Updating regression test to reproduce the issue. Adding unit test
- Some refactoring and logging improvements

* Address reviews

* Remove old xml docs param
2022-02-04 21:06:45 -03:00
Martin-Molinero b698641c90 Minor tweak for ApiDataProvider to support India (#6169)
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- Minor tweaks for the ApiDataProvider to better support India market
2022-01-24 21:27:22 -03:00
Martin-Molinero ca787d0a25 Add support for live price scaling (#6104)
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* Add support for live price scaling

- Add support for live trading price scaling for continuous futures.
  Adding unit tests

* Move live price scale application. Updating unit tests

- Live trading application of price scaling will happen before fill
  forwarding and updating securities real time price. Updating unit
  tests to reproduce issue
2022-01-24 18:02:24 -03:00
Ricardo Andrés Marino Rojas 472f78cc53 Remove Quandl from LEAN (#6110)
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* Remove Quandl from LEAN

* Nit changes and CustomLiveDataFeedTests.cs

* Resolve conflicts

* Remove files related with Quandl

* Fix bug

* Fix QuantBookHistoryTests.cs

* Fix bug

* Fix bug

* Fix unit tests

* Try fix regression tests

* Nit changes

* Fix bug

* Some of the requested changes

* The missing changes

* Requested changes

* Nit changes

* Revert "Nit changes"

This reverts commit 9800bc5c34f3ac20e30bea7a92dd4a9867213bb5.

* Nit changes

* Fix bug

* Requested changes

* Missing file using Quandl to be removed

* Nit changes

* Not applied nit change

* Nit change

* Nit change

* Add nasdaq-auth-code parameter in config.json

* Remove 'quandl-auth-token' from config.json

Co-authored-by: Martin-Molinero <martin@quantconnect.com>
2022-01-12 12:10:20 -03:00
Adalyat Nazirov 0c26d42561 Feature 2839 black scholes data generator (#6135)
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* replace to local functions as they are more performant

* fix random generator upper bound

Next() includes minValue, but not maxValue, so we increment it +1

* introduce abstract layers

* refactoring

* fix tets

* adapt tests

* fixup

* implement blackschole price model for options

* use risk free rate

* use ql price model

* wip

* change interface

* fix

* tidy up the code

* wip

* iterate groupped symbols

* wip

* wip

* fix

* allow symbol of different types

* improve settings

* wip

* iterate full range

* fix issue with negative option

* fix

* fixup

* use StandardDeviationOfReturnsVolatilityModel

* re-use existing tick types per security type

* parametrize underlying security type

* use default option style

* dynamic option price model

* fix enumeration

* test

* fix unit tests

* refactor code

* remove unused file

* minor tweaks and refactoring

* rename symbol generator class

* fix interface

* add comments

* more comments and unit tests

* more tests

* add disclaimer

* more tests

* more comments and tests

* split tests into different files

* tidy up the code

* tidy up the code; more tests

* refactor TickGenerator => use security price directly on each iteration

* remove dupe; reuse main constructor

* use SecurityManager, refactor code

* bugfix: save ticks in history array

* check volatility warm up & tests

* more unit tests

* describe volatility period span in settings

* rename command line option

* Minor adjusments. Address review

- Use Lean log handler instead of writting directly to console
- Rename BlackShcolesPriceGenerator to generically OptionPriceModelPriceGenerator
- Minor format clean up & standarization
- Add support for specifying the option chain size

* Rename TickGenerator private fields

* Fix unit tests

* fix tests class name

* Support tickers being specified

Co-authored-by: Martin-Molinero <martin@quantconnect.com>
2022-01-10 17:21:03 -03:00
Martin-Molinero 4b94f50754 Option selection improvements (#6144)
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- Zip entries will be sourced from cache provider
- Option underlying will use SubscriptionDataSource to fetch it's data.
  Fixing bug where it would let through an old data point, or miss
  sending data through.
2022-01-10 11:18:28 -03:00
Martin-Molinero 7a753bfa3f Live mapped subscription will clone the underlying (#6141)
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- Live subscription enumerator will clone the underlying data set when
  live mapping is being done. To avoid issues where IDQH implementations
  could reuse a data point with same configurations. Adjusting unit test
  to reproduce issue
2022-01-05 13:45:52 -03:00
Martin-Molinero 55cb3bdaff ApiDataProvider Support Future map & factor files (#6132)
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- Add support for the ApiDataProvider to handle future map and factor
  files downloads. Adding unit test
2021-12-27 21:52:51 -03:00
Martin-Molinero 68e2a9170a Do not send internal SecurityChanges to Algorithm (#6118)
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* Do not send internal SecurityChanges to Algorithm

- Will not send internal security changes to the Algorithm by default.
  Following custom security changes filter pattern. Updating regression
  algorithms to assert behavior.
- The universe member will know wether it was added with internal
  configurations or not

* Address reviews use a separate collection for internals

* Refactor solution. Adding security changes constructor class
2021-12-21 20:24:32 -03:00
Martin-Molinero 4fdd60d146 Use 64 when saving zips update dotnetZip (#6114)
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2021-12-20 16:39:06 -03:00
Martin-Molinero abbb50e209 Minor improvements for data reading and caching (#6113)
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* Minor improvements for data reading and caching

* Address reviews

* Adjust zip cache error check
2021-12-16 19:58:37 -03:00
Martin-Molinero 87bd0d7792 CompositeDataQueueHandler handles duplicate configs (#6101)
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* CompositeDataQueueHandler handles duplicate configs

- CompositeDataQueueHandler will handle duplicate subscriptions sharing
  the same config. Adding unit tests

* Refactor bug solution after review

- LiveSubscriptionEnumerator will not long perform any symbol mapping
  but will just trigger a new subscription call when remapped.
- CompositeDHQ will handling symbol mapping and keep track of these
  mapped configs to trigger unsubscribe accordengly. Adding unit tests

* Adjust solution after review

- To avoid breaking uniqueness of SubscriptionDataConfig will be adding
  a private `mapped` property that will change equality of mapped
  configs to avoid them clashing. Adding unit tests

* Rename IDQH subscription extension methods
2021-12-09 14:53:04 -03:00
Martin-Molinero dd27a382f7 Composite data queue handler IUniverseProvider (#6097)
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* Minor performance improvements

* CompositeDataQueueHandler is UniverseProvider

- CompositeDataQueueHandler implements the UniverseProvider interface.
  Adding unit tests
2021-12-06 10:27:18 -03:00
Ronit Jain 264c3c8374 Composite IDQH - Support multiple live data feeds (#6047)
* initial commit

* Follow IDQH implementation

* Expect a list of data handlers from LiveNodePacket

* Return null if can not subscribe

* refctor to add check for subscription

* initialze null

* Add tests

* Check subscribe retuns null/not-null

* cleanup

* Read all required IDQH credentails to job

* Use CDQH to handle all IDQH instances

* constructor abstraction to call from setjob

* use flag

* remove redundant because derived will call initialize on it

* abstract and initialize from setjob

* handle null enumerators

* get creds from data handlers

* handle single data handler value from data-queue-handler

* Fix to support a json array

* Fix missed constructor call

* change access modifier to access from Tests files

* Add test to get brokerageFactory from dataQueueHandler

* Fix init flag to handle all conditions

* Add docs

* initialize from setjob

* Check if websocket open before using

* change defination of initialzie to include tradier

* clean up

* change defination

* fix wrong api key name

* return empty enumerator

* check websocket open before sending request

* check connection before subscribing

* fix to include more cases

* check websocket open before sending request

* Minor refactoring

* reafctor and use IsConnected

* remove unused

* clean up

* Fix test cases

* reverse change

* include config changes

* connect to websocket from setjob

* check websocket connection from setjob

* clean up

* include condition for IDQH that are not brokerage

* Address review

* Add market check condition before subscribe

* Remove deprecated

* Minor fix for deserializing data queue handler

Co-authored-by: Martin-Molinero <martin@quantconnect.com>
2021-12-03 16:18:41 -03:00
Martin-Molinero d1a35e6281 Continuous Futures Refactor. Live Mappings (#6076)
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* Continuous Futures Refactor. Live Mappings

- Adding support for live mappings. LiveTradingDataFeed will handle any
  symbol mapping at the configuration layer and resubscribe through the
  IDQH
- Refactoring continuous futures adding ContinuousFutureUniverse that
  will select the currently mapped security

* Minor fixes

- Remove addition of configurations in UniverseSelection step, leave
  resposability for universe.
- LiveTradingDF future unit test will only assert slice data for non
  internal feeds.
- ContinuousContractUniverse will respect internal option interest
  subscription

* Address review
2021-11-30 21:38:50 -03:00
bmello4688 1d8243ecac Add tick type to data downloader get (price data) call in order for a… (#6057)
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* Add tick type to data downloader get (price data) call in order for api's with rate limits to handle not making an api call at all.

* Added DTO object to pass into data downloader get

* Added missing header for new file

* Address review. Minor tweaks

Co-authored-by: Martin-Molinero <martin@quantconnect.com>
2021-11-22 12:00:16 -03:00
Martin-Molinero 5f95a9ba77 Bug fix python history requests enumerable data (#6066)
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* Fix for python enumerable data history request

- Fix for python enumerable type data history request. Adding unit test.

* Add methods for adding data points into a baseDataCollection
2021-11-19 14:58:48 -03:00
Martin-Molinero b2517cbbb4 Fix DiskDataCacheProvider. Expanding unit test (#6058)
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2021-11-15 15:57:09 -03:00
Martin-Molinero b8b0d18993 Continuous futures (#6034)
* Continuous Future Contracts

* Mapping approach

* Tweaks WIP

* Live mapping

* Live mapping

- Add support for live mapping, refreshing mapfiles
- Fix future expiration functions
- Adding unit tests

* Update moq test package

* Continuous futures price scaling

* Refactor price factors scaling

* Factor file related renames

* Address reviews
2021-11-15 14:44:30 -03:00
Colton Sellers dd4da7ba95 Feature Daily/Hourly Options Support (#6017)
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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
2021-11-11 20:05:31 -03:00
Alexandre Catarino 4ecdf14ce8 Include Security Master Url to ApiDataProvider Error Message (#6023)
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2021-10-27 14:58:15 -03:00
Martin-Molinero f082a40f34 Add missing comments (#5944)
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2021-09-27 18:48:53 -03:00
Martin-Molinero d739873daa Add aggregator reader (#5942)
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* Add BaseDataCollectionAggregatorReader

- Add enumerable for BaseDataCollection
- Add BaseDataCollectionAggregatorReader
- Clean up CollectionSubscriptionDataSourceReader

* Address reviews

- Add new FileFormat that will be handled by the new Reader
- Adding unit tests for the new BaseDataCollectionAggregatorReader
- Some DataSourceReader duplication cleaning up

* Minor adjustment after some live trading tests
2021-09-27 17:25:23 -03:00
Martin-Molinero 0f7dfe8ec8 Fix live ETF universe selection (#5938)
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- ETF live universe selection will behave the same as Coarse selection.
  Adding unit test
2021-09-23 15:11:35 -03:00
Martin-Molinero 0931ae868a Fix multiple coarse selection algorithms (#5927)
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- Fix for live trading multiple coarse selections. Adding unit test
  reproducing issue.
2021-09-14 20:27:09 -03:00
Colton Sellers 8358c394e1 Support all security types for benchmarks (#5919)
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* Adjust benchmark subscription to dynamically determine best resolution

* Get types from SM

* Add red/green test set for security types
2021-09-10 16:58:31 -03:00
Martin-Molinero 3410832ccf Alpha holdings state (#5770)
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* Alpha holdings state

- Alpha result packet will optionally provide the algorithms portfolio
  state

* Rename

* Convert AlphaStreamsPortfolio to data source

* Improvements on AlphaStreams algorithm

* Fix regression tests

* Add unit tests for EW AS PCM and fixing bugs

* Protobuf AlphaStreamsPortfoliot staState

- Protobuf AlphaStreamsPortfolioState. Adding unit tests
- Add variable TPV tests for EW ASPCM

* Add alpha license to Organization response

* Improvements EW AS PCM respects free portfolio value

* Fixes

- Update tests expected statistics results affected by MHDB custom data timezone fix
- Fix for Extensions.IsCustomDataType

* Fixed and adding more regression tests

- Adding support and regression test with alpha consumer with different account currency
- Adding support and regression test of a universe adding custom data
  types
- Add support and regression test for algorithm alpha consumer with existing holdings

* Add AlphaStreamsOrderEvent data type
2021-08-19 13:56:18 -03:00