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StockSharp/Algo.Analytics.Python/indicator_script.py at master · StockSharp/StockSharp · GitHub
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Algo.Analytics.Python
/
indicator_script.py
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Algo.Analytics.Python
/
indicator_script.py
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import
clr
# Add .NET references
clr
.
AddReference
(
"StockSharp.Messages"
)
clr
.
AddReference
(
"StockSharp.Algo"
)
clr
.
AddReference
(
"StockSharp.Algo.Analytics"
)
clr
.
AddReference
(
"StockSharp.Algo.Indicators"
)
clr
.
AddReference
(
"Ecng.Drawing"
)
from
Ecng
.
Drawing
import
DrawStyles
from
System
import
TimeSpan
from
System
.
Threading
.
Tasks
import
Task
from
StockSharp
.
Algo
.
Analytics
import
IAnalyticsScript
from
StockSharp
.
Algo
.
Indicators
import
ROC
from
storage_extensions
import
*
from
candle_extensions
import
*
from
chart_extensions
import
*
from
indicator_extensions
import
*
# The analytic script, using indicator ROC.
class
indicator_script
(
IAnalyticsScript
):
def
Run
(
self
,
logs
,
panel
,
securities
,
from_date
,
to_date
,
storage
,
drive
,
format
,
time_frame
,
cancellation_token
):
if
not
securities
:
logs
.
LogWarning
(
"No instruments."
)
return
Task
.
CompletedTask
# creating 2 panes for candles and indicator series
candle_chart
=
create_chart
(
panel
,
datetime
,
float
)
indicator_chart
=
create_chart
(
panel
,
datetime
,
float
)
for
idx
,
security
in
enumerate
(
securities
):
# stop calculation if user cancel script execution
if
cancellation_token
.
IsCancellationRequested
:
break
logs
.
LogInfo
(
"Processing {0} of {1}: {2}..."
,
idx
+
1
,
len
(
securities
),
security
)
candles_series
=
{}
indicator_series
=
{}
# creating ROC
roc
=
ROC
()
# get candle storage
candle_storage
=
get_candle_storage
(
storage
,
security
,
time_frame
,
drive
,
format
)
prev_date
=
None
for
candle
in
iter_candles
(
candle_storage
,
from_date
,
to_date
,
cancellation_token
):
# Log date change
curr_date
=
candle
.
OpenTime
.
Date
if
curr_date
!=
prev_date
:
prev_date
=
curr_date
logs
.
LogInfo
(
" {0}..."
,
curr_date
.
ToString
(
"yyyy-MM-dd"
))
# fill series
candles_series
[
candle
.
OpenTime
]
=
candle
.
ClosePrice
indicator_series
[
candle
.
OpenTime
]
=
to_decimal
(
process_candle
(
roc
,
candle
))
# draw series on chart
candle_chart
.
Append
(
f"
{
security
}
(close)"
,
list
(
candles_series
.
keys
()),
list
(
candles_series
.
values
())
)
indicator_chart
.
Append
(
f"
{
security
}
(ROC)"
,
list
(
indicator_series
.
keys
()),
list
(
indicator_series
.
values
())
)
return
Task
.
CompletedTask
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