From 0aa9586d8b7ba521ac4cbf73434c26f68b1a3899 Mon Sep 17 00:00:00 2001 From: HowToSD Date: Sun, 16 Feb 2025 17:17:33 -0800 Subject: [PATCH] Added Pandas Group By node. --- __init__.py | 3 + docs/images/group_by1.png | Bin 0 -> 165041 bytes docs/images/group_by2.png | Bin 0 -> 137585 bytes docs/images/group_by3.png | Bin 0 -> 99524 bytes docs/ug.md | 23 +++++++- examples/workflows/group_by.json | 1 + modules/pandas_wrapper/pandas_group_by.py | 65 ++++++++++++++++++++++ pyproject.toml | 2 +- 8 files changed, 92 insertions(+), 2 deletions(-) create mode 100644 docs/images/group_by1.png create mode 100644 docs/images/group_by2.png create mode 100644 docs/images/group_by3.png create mode 100644 examples/workflows/group_by.json create mode 100644 modules/pandas_wrapper/pandas_group_by.py diff --git a/__init__.py b/__init__.py index 8cbf839..5771209 100644 --- a/__init__.py +++ b/__init__.py @@ -6,6 +6,7 @@ from .modules.matplotlib.mpl_scatter import MPLScatter from .modules.pandas_wrapper.pandas_columns import PandasColumns from .modules.pandas_wrapper.pandas_create import PandasCreate from .modules.pandas_wrapper.pandas_create_with_index import PandasCreateWithIndex +from .modules.pandas_wrapper.pandas_group_by import PandasGroupBy from .modules.pandas_wrapper.pandas_head import PandasHead from .modules.pandas_wrapper.pandas_iloc_row_series import PandasIlocRowSeries from .modules.pandas_wrapper.pandas_iloc_rows_dataframe import PandasIlocRowsDataFrame @@ -36,6 +37,7 @@ NODE_CLASS_MAPPINGS: Dict[str, Type[T]] = { "PandasColumns": PandasColumns, "PandasCreate": PandasCreate, "PandasCreateWithIndex": PandasCreateWithIndex, + "PandasGroupBy": PandasGroupBy, "PandasHead": PandasHead, "PandasIlocRowSeries": PandasIlocRowSeries, "PandasIlocRowsDataFrame": PandasIlocRowsDataFrame, @@ -69,6 +71,7 @@ NODE_DISPLAY_NAME_MAPPINGS: Dict[str, str] = { "PandasColumns": "Pandas Columns", "PandasCreate": "Pandas Create", "PandasCreateWithIndex": "Pandas Create With Index", + "PandasGroupBy": "Pandas Group By", "PandasHead": "Pandas Head", "PandasIlocRowSeries": "Pandas Iloc Row Series", "PandasIlocRowsDataFrame": "Pandas Iloc Rows DataFrame", diff --git a/docs/images/group_by1.png b/docs/images/group_by1.png new file mode 100644 index 0000000000000000000000000000000000000000..d72143e8d4a882f2dcd4f2a691123b9ae8ddf352 GIT binary patch literal 165041 zcmb@u1z1(>);78j6cnXH=@tPcL_iuOq@_bj5G16#5lJaULPbIlL6DU020^7I7L7=E zN}e%w@Bi%m@9+ELI){t*!WWl|IiES6G46T@yQeIB=>o+C6bf}o?yi&?3WZq%|Iy=| zgYPhT{D_4wSWc318aVLbjq@-R{{M=zw2rg7ow>8y14lE|BU?Kgv+GW#j%H@IP8N2~ zYnXMS@S^L;i|#m@J#e0x+TcPEy&G7cTb7# zp1Q`l_C9!bI+UE0gogXu^@BPrHT$l9vYgrO+(uw)VYvo!wp>L9`!xnmXCH?*7F24J8?yGHqZp6$b^u{wA z-Ky2&hunj(M$Cq@j&%7C9VVx7epF&I6{{{0BJ_|lN!&&LH_MbEH5-(-Ery}UT|g;%hAY|hzL9gIKE6V6#cGgAYr*}veozErRBEn zdgP1jn*IOy5%GGtT5cor_5zcZRaa}{j~Czjeng{-PClV`Y{Kbq45^7DY#xf?=~JD2 zN<0>@cfhh9dqRZWJ&wF*6y~~}*qL|7o@967HM_YS1egEitEYB6V~y0G50au++eC!O 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z6fghz(G~QG>^`N2#YYF~6MW@%Y@%l-)G$aeG&6R+b?267l&qv1wc)X$kEo6_x8ae9 zJs}Saz#wx8OZj)e_`!~~HJ7u^#|4r-H^$pv$_SIppBwP$|%=dLMd9N^EMgt z$oAjXAHjoENc_$$dSvI~;zCd@JhfX*OK6vr&M#&0n{2a4exNzllGc(pG<~!EU-?Ps zKUKv8t>)QEk6qd$R~1^uAMe06nDYZRIe{q~qrwwh&S`$kXlD=#BZW(3+*@XUYbXfe zRQkU>?W3VE{%^RdG<}7m#a?bjOs7m=lP3$endSEZ=l#@~9m$bb5gVp)#&zGXNaFE0 z3GSqB@IWPABMJ~3UxUnE6GLd8{`>R(&)@q)J<{MA?8=>p#k`$i{%@z*nNq~B4z;`& zd4imY3W{vJZ_CM%@Xd{DcN0m$0%RT@&SVZ;HN`K(zXw4aBkc8?=f=R2c`opg$)HZp z36CV%DrWEeDxaBd0T98QZQ1(#C(MMQay7$&Ionx#9_7AHL{lfovHS9;8=0tDW%tJIsO6*GLn4Y$-z3rbI#1J#_4Su3aYso$N lMq Dict[str, Any]: + """ + Defines the input types for the function. + + See https://pandas.pydata.org/docs/reference/groupby.html for aggragate functions. + Returns: + Dict[str, Any]: A dictionary specifying required input types. + """ + return { + "required": { + "dataframe_json": ("STRING", {"multiline": True}), + "column_name": ("STRING", {"default": ""}), + "aggragate_function":(("sum", "mean", "count", "std", "min", "max"),) + } + } + + RETURN_TYPES: tuple = ("STRING",) + FUNCTION: str = "groupby_dataframes" + CATEGORY: str = "Data Analysis" + + def groupby_dataframes(self, + dataframe_json: str, + column_name: str, + aggragate_function: str) -> tuple: + """ + Compute aggregate values for groups in a DataFrame + + Args: + dataframe_json (str): A JSON string representation of the DataFrame. + column_name (str): The name of the column for use as groups. + aggregate_function (str): The type of aggregate function to perform. + + Returns: + tuple: A tuple containing a JSON string of the merged DataFrame. + """ + # Deserialize JSON string to DataFrame + df = pd.read_json(StringIO(dataframe_json)) + + if aggragate_function == "max": + df_out = df.groupby(column_name).max() + elif aggragate_function == "min": + df_out = df.groupby(column_name).min() + elif aggragate_function == "std": + df_out = df.groupby(column_name).std() + elif aggragate_function == "count": + df_out = df.groupby(column_name).count() + elif aggragate_function == "sum": + df_out = df.groupby(column_name).sum() + elif aggragate_function == "mean": + df_out = df.groupby(column_name).mean() + else: + raise ValueError("Unsupported aggregate function.") + return (df_out.to_json(),) diff --git a/pyproject.toml b/pyproject.toml index c2704d9..be890a1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,7 +1,7 @@ [project] name = "data-analysis" description = "Data analysis custom modules for ComfyUI - Use Pandas & Matplotlib within ComfyUI" -version = "1.0.15" +version = "1.0.16" license = {file = "LICENSE"} [project.urls]