Added Pandas Load CSV With Encoding node to support non-utf-8 files
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@@ -9,6 +9,7 @@ from .modules.pandas_wrapper.pandas_head import PandasHead
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from .modules.pandas_wrapper.pandas_index import PandasIndex
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from .modules.pandas_wrapper.pandas_join import PandasJoin
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from .modules.pandas_wrapper.pandas_load_csv import PandasLoadCSV
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from .modules.pandas_wrapper.pandas_load_csv_with_encoding import PandasLoadCSVWithEncoding
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from .modules.pandas_wrapper.pandas_load_csv_with_index import PandasLoadCSVWithIndex
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from .modules.pandas_wrapper.pandas_loc_cell_str import PandasLocCellStr
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from .modules.pandas_wrapper.pandas_loc_row_series import PandasLocRowSeries
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@@ -35,6 +36,7 @@ NODE_CLASS_MAPPINGS: Dict[str, Type[T]] = {
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"PandasIndex": PandasIndex,
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"PandasJoin": PandasJoin,
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"PandasLoadCSV": PandasLoadCSV,
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"PandasLoadCSVWithEncoding": PandasLoadCSVWithEncoding,
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"PandasLoadCSVWithIndex": PandasLoadCSVWithIndex,
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"PandasLocCellStr": PandasLocCellStr,
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"PandasLocRowSeries": PandasLocRowSeries,
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@@ -59,12 +61,13 @@ NODE_DISPLAY_NAME_MAPPINGS: Dict[str, str] = {
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"MPLScatter": "MPL Scatter Plot",
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"PandasColumns": "Pandas Columns",
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"PandasCreate": "Pandas Create",
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"PandasCreateWithIndex": "Pandas Create with Index",
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"PandasCreateWithIndex": "Pandas Create With Index",
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"PandasHead": "Pandas Head",
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"PandasIndex": "Pandas Index",
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"PandasJoin": "Pandas Join",
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"PandasLoadCSV": "Pandas Load CSV",
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"PandasLoadCSVWithIndex": "Pandas Load CSV with Index",
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"PandasLoadCSVWithEncoding": "Pandas Load CSV With Encoding",
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"PandasLoadCSVWithIndex": "Pandas Load CSV With Index",
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"PandasLocCellStr": "Pandas Loc Cell Str",
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"PandasLocRowSeries": "Pandas Loc Row Series",
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"PandasSaveCSV": "Pandas Save CSV",
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@@ -14,10 +14,11 @@ You can right-click, select **Add Node**, go to **Data Analysis**, and look for
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| Node Name | Functionality |
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|-------------------------|-------------------------------------|
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| **Pandas Load CSV** | Load a CSV file |
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| **Pandas Load CSV with Index** | Load a CSV file containing index |
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| **Pandas Load CSV With Encoding** | Load a CSV file not encoded in utf-8 |
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| **Pandas Load CSV With Index** | Load a CSV file containing index |
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| **Pandas Save CSV** | Save a DataFrame to a CSV file |
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| **Pandas Create** | Create a DataFrame from CSV text field |
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| **Pandas Create with Index** | Create a DataFrame from CSV text field containing index |
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| **Pandas Create With Index** | Create a DataFrame from CSV text field containing index |
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| **Pandas Columns** | Extract column labels |
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| **Pandas Index** | Extract row labels (index) |
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| **Pandas Select Columns** | Select specific columns from a DataFrame |
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@@ -41,10 +42,10 @@ A faster way is to double-click the canvas to open the node search dialog.
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The examples directory contains workflows that load data from an example dataset included in this package. These workflows should give you a good idea about how to use these nodes.
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## Loading data
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Use **Pandas Load CSV** node to load a CSV, or **Pandas Load CSV with Index** node if the CSV contains an index column.
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Use **Pandas Load CSV** node to load a CSV, or **Pandas Load CSV With Index** node if the CSV contains an index column. These nodes assume that the file is encoded in utf-8. If the file is not encoded in utf-8, use **Pandas Load CSV With Encoding** to specify the encoding of the file. This is necessary if the data was collected before utf-8 encoding became popular. For example, you can try "latin_1" for a file that contains accented characters in the US and Western Europe.
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This will emit the DataFrame in a JSON string.
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These nodes emit the DataFrame in a JSON string.
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CSV file path is relative to the ComfyUI installation directory unless you specify the absolute file path.
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## Saving data
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@@ -1,7 +1,7 @@
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[project]
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name = "data-analysis"
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description = "Data analysis custom modules for ComfyUI - Use Pandas & Matplotlib within ComfyUI"
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version = "1.0.10"
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version = "1.0.11"
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license = {file = "LICENSE"}
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[project.urls]
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