mirror of
https://github.com/webclinic017/drift.git
synced 2026-07-28 03:08:01 +00:00
Mark Aron Szulyovszky
9d47ee942d
* feat(Project): use 5 minute data, running training in parallel, sped up cusum filter by 10x with numba * fix(WalkForward): inference mini-batch parallelization * fix(WalkForward): don't use the parallel version of any of the functions * feat(CI): download the data required * fix(Project): 5min_crypto folder added * fix(Evaluate): make sure we have numerical stability in returns * feat(Models): use SKLearn models directly to enable composability * feat(Inference): batched inference now working, added forecasting_horizon * fix(Inference): works again * fix(Inference) * chore(Models): remove unused Ensemble model * fix(Labeller): don't just forward shift returns, also take the sum of the data happened until then * Update test.yml
94 lines
3.3 KiB
Python
94 lines
3.3 KiB
Python
import argparse
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from ast import Expression, literal_eval
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from typing import Union
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import libcst as cst
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from libcst.codemod import CodemodContext, VisitorBasedCodemodCommand
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from libcst.codemod.visitors import AddImportsVisitor
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class ReplaceFunctionCommand(VisitorBasedCodemodCommand):
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# Add a description so that future codemodders can see what this does.
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DESCRIPTION: str = "Replaces the body of a function with pass."
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def __init__(self, context: CodemodContext) -> None:
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# Initialize the base class with context, and save our args. Remember, the
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# "dest" for each argument we added above must match a parameter name in
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# this init.
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super().__init__(context)
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def leave_FunctionDef(self, original_node: cst.FunctionDef, updated_node: cst.FunctionDef) -> cst.FunctionDef:
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functions_docstring = updated_node.get_docstring()
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docstring_should_be = ''
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if functions_docstring is not None:
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docstring_should_be = '"""\n{}\n\n"""'.format(functions_docstring)
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replace_function = cst.FunctionDef(
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name=updated_node.name,
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params=updated_node.params,#cst.Parameters(),
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body=cst.IndentedBlock(
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body=[
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cst.SimpleStatementLine(
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body=[
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cst.Expr(
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value=cst.SimpleString(
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value=docstring_should_be,
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lpar=[],
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rpar=[],
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),
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semicolon=cst.MaybeSentinel.DEFAULT,
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),
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],
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leading_lines=[],
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trailing_whitespace=cst.TrailingWhitespace(
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whitespace=cst.SimpleWhitespace(
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value='',
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),
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comment=None,
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newline=cst.Newline(
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value=None,
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),
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),
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),
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cst.SimpleStatementLine(
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body=[
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cst.Pass(),
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],
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),
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]
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)
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)
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return replace_function
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def leave_ClassDef(self, original_node: cst.ClassDef, updated_node: cst.ClassDef) -> cst.ClassDef:
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new_body = []
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for body_item in updated_node.body.body:
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if type(body_item) is cst.FunctionDef:
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new_body.append(self.leave_FunctionDef(body_item, body_item))
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return updated_node.with_changes(
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body=cst.IndentedBlock(new_body)
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)
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def leave_Module(self, original_node: cst.Module, updated_node: cst.Module) -> cst.Module:
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new_module_body=[]
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for node in original_node.body:
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if type(node) is cst.FunctionDef:
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new_module_body.append(self.leave_FunctionDef(node,node))
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if type(node) is cst.ClassDef:
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new_module_body.append(self.leave_ClassDef(node,node))
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replace_function = cst.Module(
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body= new_module_body
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)
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return replace_function
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