EstimizeConsensusDataPoint

QuantConnect.DataSource.EstimizeConsensusDataPoint

EstimizeConsensusDataPoint()

EstimizeConsensusDataPoint(csv_line: str)

Bases: BaseData

A single consensus of a release, for one source (Wall Street or Estimize) and one metric (EPS or Revenue). Estimize publishes several of these for the same instant, so they are delivered to algorithms grouped in an EstimizeConsensus.

Signature descriptions:

• Empty constructor required for successful Json.NET deserialization

• Creates an instance from CSV lines

Parameters:

Name	Type	Description	Default
csv_line	Optional[str]	CSV file	None

id

id: str

The unique identifier for the estimate

source

source: Optional[ConsensusSource]

Consensus source (Wall Street or Estimize)

type

type: Optional[ConsensusType]

Type of Consensus (EPS or Revenue)

mean

mean: Optional[float]

The mean of the distribution of estimates (the "consensus")

value

value: float

The mean of the distribution of estimates (the "consensus")

high

high: Optional[float]

The highest estimate in the distribution

low

low: Optional[float]

The lowest estimate in the distribution

standard_deviation

standard_deviation: Optional[float]

The standard deviation of the distribution

count

count: Optional[int]

The number of estimates in the distribution

updated_at

updated_at: datetime

The timestamp of this consensus (UTC)

fiscal_year

fiscal_year: Optional[int]

The fiscal year for the release

fiscal_quarter

fiscal_quarter: Optional[int]

The fiscal quarter for the release

end_time

end_time: datetime

The timestamp of this consensus (UTC)

symbol

symbol: Symbol

Symbol representation for underlying Security

data_type

data_type: MarketDataType

Market Data Type of this data - does it come in individual price packets or is it grouped into OHLC.

time

time: datetime

Current time marker of this data packet.

price

price: float

As this is a backtesting platform we'll provide an alias of value as price.

ALL_RESOLUTIONS

ALL_RESOLUTIONS: List[Resolution] = ...

A list of all Resolution

This Field is protected.

DAILY_RESOLUTION

DAILY_RESOLUTION: List[Resolution] = ...

A list of Resolution.DAILY

This Field is protected.

MINUTE_RESOLUTION

MINUTE_RESOLUTION: List[Resolution] = ...

A list of Resolution.MINUTE

This Field is protected.

HIGH_RESOLUTION

HIGH_RESOLUTION: List[Resolution] = ...

A list of high Resolution, including minute, second, and tick.

This Field is protected.

OPTION_RESOLUTIONS

OPTION_RESOLUTIONS: List[Resolution] = ...

A list of resolutions support by Options

This Field is protected.

is_fill_forward

is_fill_forward: bool

True if this is a fill forward piece of data

data_time_zone

data_time_zone() -> Any

Specifies the data time zone for this data type. This is useful for custom data types

Returns:

Type	Description
Any	The DateTimeZone of this data type.

is_sparse_data

is_sparse_data() -> bool

Indicates whether the data is sparse.

Returns:

Type	Description
bool	true.

reader

reader(
    config: SubscriptionDataConfig,
    line: str,
    date: datetime,
    is_live_mode: bool,
) -> BaseData

Reader converts each line of the data source into BaseData objects.

Parameters:

Name	Type	Description	Default
config	SubscriptionDataConfig	Subscription data config setup object	required
line	str	Content of the source document	required
date	datetime	Date of the requested data	required
is_live_mode	bool	true if we're in live mode, false for backtesting mode	required

Returns:

Type	Description
BaseData	Estimize consensus object.

requires_mapping

requires_mapping() -> bool

Indicates if there is support for mapping

Returns:

Type	Description
bool	True indicates mapping should be used.

to_string

to_string() -> str

Formats a string with the Estimize Consensus information.

clone

clone(fill_forward: bool) -> BaseData

clone() -> BaseData

Return a new instance clone of this object, used in fill forward

Parameters:

Name	Type	Description	Default
fill_forward	Optional[bool]	True if this is a fill forward clone	None

Returns:

Type	Description
BaseData	A clone of the current object.

default_resolution

default_resolution() -> Resolution

Gets the default resolution for this data and security type

deserialize_message

deserialize_message(serialized: str) -> Sequence[BaseData]

Deserialize the message from the data server

Parameters:

Name	Type	Description	Default
serialized	str	The data server's message	required

Returns:

Type	Description
Sequence[BaseData]	An enumerable of base data, if unsuccessful, returns an empty enumerable.

get_source

get_source(
    config: SubscriptionDataConfig,
    date: datetime,
    is_live_mode: bool,
) -> SubscriptionDataSource

Return the URL string source of the file. This will be converted to a stream

Parameters:

Name	Type	Description	Default
config	SubscriptionDataConfig	Configuration object	required
date	datetime	Date of this source file	required
is_live_mode	bool	true if we're in live mode, false for backtesting mode	required

Returns:

Type	Description
SubscriptionDataSource	String URL of source file.

should_cache_to_security

should_cache_to_security() -> bool

Indicates whether this contains data that should be stored in the security cache

Returns:

Type	Description
bool	Whether this contains data that should be stored in the security cache.

supported_resolutions

supported_resolutions() -> List[Resolution]

Gets the supported resolution for this data and security type

update

update(
    last_trade: float,
    bid_price: float,
    ask_price: float,
    volume: float,
    bid_size: float,
    ask_size: float,
) -> None

Update routine to build a bar/tick from a data update.

Parameters:

Name	Type	Description	Default
last_trade	float	The last trade price	required
bid_price	float	Current bid price	required
ask_price	float	Current asking price	required
volume	float	Volume of this trade	required
bid_size	float	The size of the current bid, if available	required
ask_size	float	The size of the current ask, if available	required

update_ask

update_ask(ask_price: float, ask_size: float) -> None

Updates this base data with the new quote ask information

Parameters:

Name	Type	Description	Default
ask_price	float	The current ask price	required
ask_size	float	The current ask size	required

update_bid

update_bid(bid_price: float, bid_size: float) -> None

Updates this base data with the new quote bid information

Parameters:

Name	Type	Description	Default
bid_price	float	The current bid price	required
bid_size	float	The current bid size	required

update_quote

update_quote(
    bid_price: float,
    bid_size: float,
    ask_price: float,
    ask_size: float,
) -> None

Updates this base data with new quote information

Parameters:

Name	Type	Description	Default
bid_price	float	The current bid price	required
bid_size	float	The current bid size	required
ask_price	float	The current ask price	required
ask_size	float	The current ask size	required

update_trade

update_trade(last_trade: float, trade_size: float) -> None

Updates this base data with a new trade

Parameters:

Name	Type	Description	Default
last_trade	float	The price of the last trade	required
trade_size	float	The quantity traded	required