Files
HowToSD-ComfyUI-Data-Analysis/__init__.py
T

338 lines
16 KiB
Python

# This file is auto-generated. Do not edit manually.
from typing import Dict, Type, TypeVar
from .modules.cda.cda_float_create import CDAFloatCreate
from .modules.cda.cda_int_create import CDAIntCreate
from .modules.cda.cda_json_create import CDAJSONCreate
from .modules.cda.cda_show_float import CDAShowFloat
from .modules.cda.cda_show_int import CDAShowInt
from .modules.cda.cda_string_create import CDAStringCreate
from .modules.cda.cda_text_create import CDATextCreate
from .modules.matplotlib.mpl_bar import MPLBar
from .modules.matplotlib.mpl_line import MPLLine
from .modules.matplotlib.mpl_scatter import MPLScatter
from .modules.pandas_wrapper.pandas_add import PandasAdd
from .modules.pandas_wrapper.pandas_add_scalar_float import PandasAddScalarFloat
from .modules.pandas_wrapper.pandas_add_scalar_int import PandasAddScalarInt
from .modules.pandas_wrapper.pandas_add_series import PandasAddSeries
from .modules.pandas_wrapper.pandas_as_float import PandasAsFloat
from .modules.pandas_wrapper.pandas_as_int import PandasAsInt
from .modules.pandas_wrapper.pandas_as_string import PandasAsString
from .modules.pandas_wrapper.pandas_columns import PandasColumns
from .modules.pandas_wrapper.pandas_corr import PandasCorr
from .modules.pandas_wrapper.pandas_cos import PandasCos
from .modules.pandas_wrapper.pandas_count import PandasCount
from .modules.pandas_wrapper.pandas_cov import PandasCov
from .modules.pandas_wrapper.pandas_create import PandasCreate
from .modules.pandas_wrapper.pandas_create_with_index import PandasCreateWithIndex
from .modules.pandas_wrapper.pandas_cummax import PandasCummax
from .modules.pandas_wrapper.pandas_cummin import PandasCummin
from .modules.pandas_wrapper.pandas_cumprod import PandasCumprod
from .modules.pandas_wrapper.pandas_cumsum import PandasCumsum
from .modules.pandas_wrapper.pandas_div import PandasDiv
from .modules.pandas_wrapper.pandas_div_scalar_float import PandasDivScalarFloat
from .modules.pandas_wrapper.pandas_div_scalar_int import PandasDivScalarInt
from .modules.pandas_wrapper.pandas_div_series import PandasDivSeries
from .modules.pandas_wrapper.pandas_drop_duplicates import PandasDropDuplicates
from .modules.pandas_wrapper.pandas_dropna import PandasDropNA
from .modules.pandas_wrapper.pandas_exp import PandasExp
from .modules.pandas_wrapper.pandas_fillna_scalar_float import PandasFillNAScalarFloat
from .modules.pandas_wrapper.pandas_fillna_scalar_int import PandasFillNAScalarInt
from .modules.pandas_wrapper.pandas_group_by import PandasGroupBy
from .modules.pandas_wrapper.pandas_head import PandasHead
from .modules.pandas_wrapper.pandas_horizontal_concat import PandasHorizontalConcat
from .modules.pandas_wrapper.pandas_horizontal_split import PandasHorizontalSplit
from .modules.pandas_wrapper.pandas_iloc_row_series import PandasIlocRowSeries
from .modules.pandas_wrapper.pandas_iloc_rows_dataframe import PandasIlocRowsDataFrame
from .modules.pandas_wrapper.pandas_index import PandasIndex
from .modules.pandas_wrapper.pandas_index_to_string import PandasIndexToString
from .modules.pandas_wrapper.pandas_isna import PandasIsNA
from .modules.pandas_wrapper.pandas_join import PandasJoin
from .modules.pandas_wrapper.pandas_kurtosis import PandasKurtosis
from .modules.pandas_wrapper.pandas_load_csv import PandasLoadCSV
from .modules.pandas_wrapper.pandas_load_csv_with_encoding import PandasLoadCSVWithEncoding
from .modules.pandas_wrapper.pandas_load_csv_with_index import PandasLoadCSVWithIndex
from .modules.pandas_wrapper.pandas_load_html import PandasLoadHTML
from .modules.pandas_wrapper.pandas_load_json import PandasLoadJSON
from .modules.pandas_wrapper.pandas_loc_cell_str import PandasLocCellStr
from .modules.pandas_wrapper.pandas_loc_row_multiindex_dataframe import PandasLocRowMultiIndexDataFrame
from .modules.pandas_wrapper.pandas_loc_row_series import PandasLocRowSeries
from .modules.pandas_wrapper.pandas_log import PandasLog
from .modules.pandas_wrapper.pandas_max import PandasMax
from .modules.pandas_wrapper.pandas_mean import PandasMean
from .modules.pandas_wrapper.pandas_median import PandasMedian
from .modules.pandas_wrapper.pandas_min import PandasMin
from .modules.pandas_wrapper.pandas_mode import PandasMode
from .modules.pandas_wrapper.pandas_mul import PandasMul
from .modules.pandas_wrapper.pandas_mul_scalar_float import PandasMulScalarFloat
from .modules.pandas_wrapper.pandas_mul_scalar_int import PandasMulScalarInt
from .modules.pandas_wrapper.pandas_mul_series import PandasMulSeries
from .modules.pandas_wrapper.pandas_pow import PandasPow
from .modules.pandas_wrapper.pandas_pow_scalar_float import PandasPowScalarFloat
from .modules.pandas_wrapper.pandas_pow_scalar_int import PandasPowScalarInt
from .modules.pandas_wrapper.pandas_pow_series import PandasPowSeries
from .modules.pandas_wrapper.pandas_rename import PandasRename
from .modules.pandas_wrapper.pandas_replace import PandasReplace
from .modules.pandas_wrapper.pandas_save_csv import PandasSaveCSV
from .modules.pandas_wrapper.pandas_save_json import PandasSaveJSON
from .modules.pandas_wrapper.pandas_select_columns import PandasSelectColumns
from .modules.pandas_wrapper.pandas_select_rows import PandasSelectRows
from .modules.pandas_wrapper.pandas_series_to_dataframe import PandasSeriesToDataFrame
from .modules.pandas_wrapper.pandas_series_to_string import PandasSeriesToString
from .modules.pandas_wrapper.pandas_set_index import PandasSetIndex
from .modules.pandas_wrapper.pandas_show_dataframe import PandasShowDataFrame
from .modules.pandas_wrapper.pandas_show_index import PandasShowIndex
from .modules.pandas_wrapper.pandas_show_series import PandasShowSeries
from .modules.pandas_wrapper.pandas_show_text import PandasShowText
from .modules.pandas_wrapper.pandas_sin import PandasSin
from .modules.pandas_wrapper.pandas_skew import PandasSkew
from .modules.pandas_wrapper.pandas_sort import PandasSort
from .modules.pandas_wrapper.pandas_std import PandasStd
from .modules.pandas_wrapper.pandas_strftime import PandasStrftime
from .modules.pandas_wrapper.pandas_sub import PandasSub
from .modules.pandas_wrapper.pandas_sub_scalar_float import PandasSubScalarFloat
from .modules.pandas_wrapper.pandas_sub_scalar_int import PandasSubScalarInt
from .modules.pandas_wrapper.pandas_sub_series import PandasSubSeries
from .modules.pandas_wrapper.pandas_sum import PandasSum
from .modules.pandas_wrapper.pandas_summary import PandasSummary
from .modules.pandas_wrapper.pandas_tan import PandasTan
from .modules.pandas_wrapper.pandas_to_datetime import PandasToDatetime
from .modules.pandas_wrapper.pandas_to_string import PandasToString
from .modules.pandas_wrapper.pandas_transpose import PandasTranspose
from .modules.pandas_wrapper.pandas_var import PandasVar
from .modules.pandas_wrapper.pandas_vertical_concat import PandasVerticalConcat
from .modules.pandas_wrapper.pandas_vertical_split import PandasVerticalSplit
from .modules.pandas_wrapper.pandas_xs import PandasXs
T = TypeVar("T")
"""
NODE_CLASS_MAPPINGS (Dict[str, Type[T]]):
A dictionary mapping node names to their corresponding class implementations.
"""
NODE_CLASS_MAPPINGS: Dict[str, Type[T]] = {
"CDAFloatCreate": CDAFloatCreate,
"CDAIntCreate": CDAIntCreate,
"CDAJSONCreate": CDAJSONCreate,
"CDAShowFloat": CDAShowFloat,
"CDAShowInt": CDAShowInt,
"CDAStringCreate": CDAStringCreate,
"CDATextCreate": CDATextCreate,
"MPLBar": MPLBar,
"MPLLine": MPLLine,
"MPLScatter": MPLScatter,
"PandasAdd": PandasAdd,
"PandasAddScalarFloat": PandasAddScalarFloat,
"PandasAddScalarInt": PandasAddScalarInt,
"PandasAddSeries": PandasAddSeries,
"PandasAsFloat": PandasAsFloat,
"PandasAsInt": PandasAsInt,
"PandasAsString": PandasAsString,
"PandasColumns": PandasColumns,
"PandasCorr": PandasCorr,
"PandasCos": PandasCos,
"PandasCount": PandasCount,
"PandasCov": PandasCov,
"PandasCreate": PandasCreate,
"PandasCreateWithIndex": PandasCreateWithIndex,
"PandasCummax": PandasCummax,
"PandasCummin": PandasCummin,
"PandasCumprod": PandasCumprod,
"PandasCumsum": PandasCumsum,
"PandasDiv": PandasDiv,
"PandasDivScalarFloat": PandasDivScalarFloat,
"PandasDivScalarInt": PandasDivScalarInt,
"PandasDivSeries": PandasDivSeries,
"PandasDropDuplicates": PandasDropDuplicates,
"PandasDropNA": PandasDropNA,
"PandasExp": PandasExp,
"PandasFillNAScalarFloat": PandasFillNAScalarFloat,
"PandasFillNAScalarInt": PandasFillNAScalarInt,
"PandasGroupBy": PandasGroupBy,
"PandasHead": PandasHead,
"PandasHorizontalConcat": PandasHorizontalConcat,
"PandasHorizontalSplit": PandasHorizontalSplit,
"PandasIlocRowSeries": PandasIlocRowSeries,
"PandasIlocRowsDataFrame": PandasIlocRowsDataFrame,
"PandasIndex": PandasIndex,
"PandasIndexToString": PandasIndexToString,
"PandasIsNA": PandasIsNA,
"PandasJoin": PandasJoin,
"PandasKurtosis": PandasKurtosis,
"PandasLoadCSV": PandasLoadCSV,
"PandasLoadCSVWithEncoding": PandasLoadCSVWithEncoding,
"PandasLoadCSVWithIndex": PandasLoadCSVWithIndex,
"PandasLoadHTML": PandasLoadHTML,
"PandasLoadJSON": PandasLoadJSON,
"PandasLocCellStr": PandasLocCellStr,
"PandasLocRowMultiIndexDataFrame": PandasLocRowMultiIndexDataFrame,
"PandasLocRowSeries": PandasLocRowSeries,
"PandasLog": PandasLog,
"PandasMax": PandasMax,
"PandasMean": PandasMean,
"PandasMedian": PandasMedian,
"PandasMin": PandasMin,
"PandasMode": PandasMode,
"PandasMul": PandasMul,
"PandasMulScalarFloat": PandasMulScalarFloat,
"PandasMulScalarInt": PandasMulScalarInt,
"PandasMulSeries": PandasMulSeries,
"PandasPow": PandasPow,
"PandasPowScalarFloat": PandasPowScalarFloat,
"PandasPowScalarInt": PandasPowScalarInt,
"PandasPowSeries": PandasPowSeries,
"PandasRename": PandasRename,
"PandasReplace": PandasReplace,
"PandasSaveCSV": PandasSaveCSV,
"PandasSaveJSON": PandasSaveJSON,
"PandasSelectColumns": PandasSelectColumns,
"PandasSelectRows": PandasSelectRows,
"PandasSeriesToDataFrame": PandasSeriesToDataFrame,
"PandasSeriesToString": PandasSeriesToString,
"PandasSetIndex": PandasSetIndex,
"PandasShowDataFrame": PandasShowDataFrame,
"PandasShowIndex": PandasShowIndex,
"PandasShowSeries": PandasShowSeries,
"PandasShowText": PandasShowText,
"PandasSin": PandasSin,
"PandasSkew": PandasSkew,
"PandasSort": PandasSort,
"PandasStd": PandasStd,
"PandasStrftime": PandasStrftime,
"PandasSub": PandasSub,
"PandasSubScalarFloat": PandasSubScalarFloat,
"PandasSubScalarInt": PandasSubScalarInt,
"PandasSubSeries": PandasSubSeries,
"PandasSum": PandasSum,
"PandasSummary": PandasSummary,
"PandasTan": PandasTan,
"PandasToDatetime": PandasToDatetime,
"PandasToString": PandasToString,
"PandasTranspose": PandasTranspose,
"PandasVar": PandasVar,
"PandasVerticalConcat": PandasVerticalConcat,
"PandasVerticalSplit": PandasVerticalSplit,
"PandasXs": PandasXs,
}
"""
NODE_DISPLAY_NAME_MAPPINGS (Dict[str, str]):
A dictionary mapping node names to user-friendly display names.
"""
NODE_DISPLAY_NAME_MAPPINGS: Dict[str, str] = {
"CDAFloatCreate": "CDA Float Create",
"CDAIntCreate": "CDA Int Create",
"CDAJSONCreate": "CDA JSON Create",
"CDAShowFloat": "CDA Show Float",
"CDAShowInt": "CDA Show Int",
"CDAStringCreate": "CDA String Create",
"CDATextCreate": "CDA Text Create",
"MPLBar": "MPL Bar Chart",
"MPLLine": "MPL Line Plot",
"MPLScatter": "MPL Scatter Plot",
"PandasAdd": "Pandas Add",
"PandasAddScalarFloat": "Pandas Add Scalar Float",
"PandasAddScalarInt": "Pandas Add Scalar Int",
"PandasAddSeries": "Pandas Add Series",
"PandasAsFloat": "Pandas As Float",
"PandasAsInt": "Pandas As Int",
"PandasAsString": "Pandas As String",
"PandasColumns": "Pandas Columns",
"PandasCorr": "Pandas Corr",
"PandasCos": "Pandas Cos",
"PandasCount": "Pandas Count",
"PandasCov": "Pandas Cov",
"PandasCreate": "Pandas Create",
"PandasCreateWithIndex": "Pandas Create With Index",
"PandasCummax": "Pandas Cummax",
"PandasCummin": "Pandas Cummin",
"PandasCumprod": "Pandas Cumprod",
"PandasCumsum": "Pandas Cumsum",
"PandasDiv": "Pandas Div",
"PandasDivScalarFloat": "Pandas Div Scalar Float",
"PandasDivScalarInt": "Pandas Div Scalar Int",
"PandasDivSeries": "Pandas Div Series",
"PandasDropDuplicates": "Pandas Drop Duplicates",
"PandasDropNA": "Pandas Drop NA",
"PandasExp": "Pandas Exp",
"PandasFillNAScalarFloat": "Pandas Fill NA Scalar Float",
"PandasFillNAScalarInt": "Pandas Fill NA Scalar Int",
"PandasGroupBy": "Pandas Group By",
"PandasHead": "Pandas Head",
"PandasHorizontalConcat": "Pandas Horizontal Concat",
"PandasHorizontalSplit": "Pandas Horizontal Split",
"PandasIlocRowSeries": "Pandas Iloc Row Series",
"PandasIlocRowsDataFrame": "Pandas Iloc Rows DataFrame",
"PandasIndex": "Pandas Index",
"PandasIndexToString": "Pandas Index To String",
"PandasIsNA": "Pandas Is NA",
"PandasJoin": "Pandas Join",
"PandasKurtosis": "Pandas Kurtosis",
"PandasLoadCSV": "Pandas Load CSV",
"PandasLoadCSVWithEncoding": "Pandas Load CSV With Encoding",
"PandasLoadCSVWithIndex": "Pandas Load CSV With Index",
"PandasLoadHTML": "Pandas Load HTML",
"PandasLoadJSON": "Pandas Load JSON",
"PandasLocCellStr": "Pandas Loc Cell Str",
"PandasLocRowMultiIndexDataFrame": "Pandas Loc Row MultiIndex DataFrame",
"PandasLocRowSeries": "Pandas Loc Row Series",
"PandasLog": "Pandas Log",
"PandasMax": "Pandas Max",
"PandasMean": "Pandas Mean",
"PandasMedian": "Pandas Median",
"PandasMin": "Pandas Min",
"PandasMode": "Pandas Mode",
"PandasMul": "Pandas Mul",
"PandasMulScalarFloat": "Pandas Mul Scalar Float",
"PandasMulScalarInt": "Pandas Mul Scalar Int",
"PandasMulSeries": "Pandas Mul Series",
"PandasPow": "Pandas Pow",
"PandasPowScalarFloat": "Pandas Pow Scalar Float",
"PandasPowScalarInt": "Pandas Pow Scalar Int",
"PandasPowSeries": "Pandas Pow Series",
"PandasRename": "Pandas Rename",
"PandasReplace": "Pandas Replace",
"PandasSaveCSV": "Pandas Save CSV",
"PandasSaveJSON": "Pandas Save JSON",
"PandasSelectColumns": "Pandas Select Columns",
"PandasSelectRows": "Pandas Select Rows",
"PandasSeriesToDataFrame": "Pandas Series To DataFrame",
"PandasSeriesToString": "Pandas Series To String",
"PandasSetIndex": "Pandas Set Index",
"PandasShowDataFrame": "Pandas Show DataFrame",
"PandasShowIndex": "Pandas Show Index",
"PandasShowSeries": "Pandas Show Series",
"PandasShowText": "Pandas Show Text",
"PandasSin": "Pandas Sin",
"PandasSkew": "Pandas Skew",
"PandasSort": "Pandas Sort",
"PandasStd": "Pandas Std",
"PandasStrftime": "Pandas Strftime",
"PandasSub": "Pandas Sub",
"PandasSubScalarFloat": "Pandas Sub Scalar Float",
"PandasSubScalarInt": "Pandas Sub Scalar Int",
"PandasSubSeries": "Pandas Sub Series",
"PandasSum": "Pandas Sum",
"PandasSummary": "Pandas Summary",
"PandasTan": "Pandas Tan",
"PandasToDatetime": "Pandas To Datetime",
"PandasToString": "Pandas To String",
"PandasTranspose": "Pandas Transpose",
"PandasVar": "Pandas Var",
"PandasVerticalConcat": "Pandas Vertical Concat",
"PandasVerticalSplit": "Pandas Vertical Split",
"PandasXs": "Pandas Xs",
}
"""
Below two lines were taken from:
https://github.com/pythongosssss/ComfyUI-Custom-Scripts/blob/main/__init__.py
See credit/credit.md for the full license.
"""
WEB_DIRECTORY = "./web"
__all__ = ["NODE_CLASS_MAPPINGS", "NODE_DISPLAY_NAME_MAPPINGS", "WEB_DIRECTORY"]