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* Handles Data Subscriptions with One Security Type
Polygon sells data subscriptions for security types separately, so we should not test whether the users have all three subscriptions, Equity, Forex, and Crypto. Users just need the type they will use.
Adds new crypto markets, and unit tests for them. Adapt unit test.
* Fixes ToolBox Downloader
Adds `--api-key` argument.
Closes#6687
* Address reviews
Co-authored-by: Martin-Molinero <martin@quantconnect.com>
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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>
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* WIP removal of custom data references & tests updates
* Regression algos updated and python algorithms moved to DataSource repos
* Fixes failing unit tests
* Add "LiveDataTypes" field to LiveNodePacket
* Adds Initialize() to IDataChannelProvider
* Adds new extension method to convert
HistoryRequest -> SubscriptionDataConfig
* Address review: Add protobuf definitions for Iconic data types
* Address review: re-adds DynamicSecurityDataAlgorithm as regression algo
* Small adjustments to variable naming and documentation
* Move test files to respective DataSource repos
* Make Benzinga News Converter more efficient (and cleaner!)
* Implement JSON converter for serialization/deserialization process
* Fix bug where duplicate symbols would be added to news.Symbols
* Modify algorithm strategies
Created random-seed argument for rdg in order to let the user get deterministic output
Update documentation in 'FactorFileRow.cs' to accurately reflect factor
file structure
Update CSV generation for FactorFile so that it uses FactorFileRow's CSV
generator
Add FinancialCalendar to make it easier to implement logic regarding
financial quarters
Add mapping events to RandomDataGenerator
Update MapFileRow ToCsv method to correctly emit the ticker as lowercase
Fix bug in FactorFile where we would get the same initial data point twice
when we converted it to CSV
Create new method to convert a MapFile to CSV
Create new method to write MapFile to disk as CSV
Add unit test to test for successful CSV generation in MapFile
Add new files to project
Add FinancialCalendar unit tests
Create new class to handle generation of dividends, splits, and maps
This side steps the issue reported in #2840 by removing the desire to pass
zero for the maximum deviation. The previous issue was that we were leaning
on the trade ticks to produce the series variation and then trying to fit
quote ticks around a previously generated trade tick. This solution permits
both quote and trade ticks to produce variations and prevents the generator
from emitting both at the same time step.
A new parameter, --quote-trade-ratio, determines the relative density of each.
For example, a quote trade ratio of 1 means equal trade and quote ticks, whereas
a value of 2 means twice as many quote ticks as trade ticks.
This change also removes special treatment regarding the downsizing of the
requested deviation for quote ticks. If the consumer wants to limit the
deviation of quote ticks than the consumer can make that decision, but the
random value generator should simply follow instructions like a good little
boy.
Fixes#2840
Invoke from toolbox cli using --app=rdg or --app=randomdatagenerator
Produces random data over the requested time frame in the desired resolution,
security type and density.
Here's a few sample command line invocations:
--app=rdg --start=20190101 --end=20200101 --symbol-count=1 --resolution=Daily --data-density=Dense --include-coarse=false
--app=rdg --start=20190101 --end=20200101 --symbol-count=10 --security-type=Future --resolution=Hour --data-density=VerySparse
--app=rdg --start=20190101 --end=20200101 --symbol-count=5 --security-type=Option --resolution=Minute --data-density=Sparse
Roman Yavnikov