mixly3/boards/default_src/python_pyodide/blocks/tensorflow.js

import * as Blockly from 'blockly/core';

const TENSORFLOW_HUE = '#1216ab';

Blockly.Blocks.tensorflow_init_tensor = {
    init: function () {
        this.appendValueInput("VAR")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_INIT_TENSOR);
        this.setOutput(true, null);
        this.setColour(TENSORFLOW_HUE);
        this.setTooltip('');
        this.setHelpUrl('');
    }
};

Blockly.Blocks.tensorflow_sequential = {
    init: function () {
        this.appendDummyInput()
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_SEQUENTIAL);
        this.setOutput(true, null);
        this.setColour(TENSORFLOW_HUE);
        this.setTooltip('');
        this.setHelpUrl('');
    }
};

Blockly.Blocks.tensorflow_layers_dense = {
    init: function () {
        this.appendDummyInput()
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_INIT_LAYERS_DENSE_LAYER);
        this.appendValueInput("VAR1")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_RIGHT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_OUTPUT_DIMENSION);
        this.appendValueInput("VAR2")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_RIGHT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_INPUT_SHAPE);
        this.setOutput(true, null);
        this.setColour(TENSORFLOW_HUE);
        this.setTooltip('');
        this.setHelpUrl('');
    }
};

Blockly.Blocks.tensorflow_add = {
    init: function () {
        this.appendValueInput("VAR1")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_MODEL);
        this.appendValueInput("VAR2")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_ADD_LAYER);
        this.setInputsInline(true);
        this.setPreviousStatement(true, null);
        this.setNextStatement(true, null);
        this.setColour(TENSORFLOW_HUE);
        this.setTooltip('');
        this.setHelpUrl('');
    }
};

Blockly.Blocks.tensorflow_compile = {
    init: function () {
        this.appendValueInput("VAR1")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_COMPILE_MODEL);
        this.appendDummyInput()
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_LOSS_FUNCTION_TYPE)
            .appendField(new Blockly.FieldDropdown([
                [Blockly.Msg.MIXLY_TENSORFLOW_MEAN_SQUARED_ERROR, "meanSquaredError"]
            ]), "VAR2");
        this.appendDummyInput()
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_OPTIMIZER)
            .appendField(new Blockly.FieldDropdown([
                [Blockly.Msg.MIXLY_TENSORFLOW_SGD, "sgd"]
            ]), "VAR3");
        this.setInputsInline(true);
        this.setPreviousStatement(true, null);
        this.setNextStatement(true, null);
        this.setColour(TENSORFLOW_HUE);
        this.setTooltip('');
        this.setHelpUrl('');
    }
};

Blockly.Blocks.tensorflow_fit = {
    init: function () {
        this.appendValueInput("VAR1")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_FIT_MODEL);
        this.appendValueInput("VAR2")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_RIGHT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_FIT_INPUT_DATA);
        this.appendValueInput("VAR3")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_RIGHT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_FIT_TARGET_DATA);
        this.appendValueInput("VAR4")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_RIGHT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_FIT_EPOCHS);
        this.appendValueInput("VAR5")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_RIGHT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_FIT_VERBOSE);
        this.appendDummyInput()
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_FIT_RETURN_HISTORY);
        this.setInputsInline(false);
        this.setOutput(true, null);
        this.setColour(TENSORFLOW_HUE);
        this.setTooltip('');
        this.setHelpUrl('');
    }
};

Blockly.Blocks.tensorflow_get_loss = {
    init: function () {
        this.appendValueInput("VAR")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_GET_LOSS_FROM_HISTORY);
        this.appendDummyInput()
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_GET_LOSS_FROM_HISTORY_2);
        this.setOutput(true, null);
        this.setColour(TENSORFLOW_HUE);
        this.setTooltip('');
        this.setHelpUrl('');
    }
};

Blockly.Blocks.tensorflow_predict = {
    init: function () {
        this.appendValueInput("VAR1")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_PREDICT);
        this.appendValueInput("VAR2")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_RIGHT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_PREDICT_INPUT_DATA);
        this.appendDummyInput()
            .setAlign(Blockly.ALIGN_RIGHT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_PREDICT_RETURN_RESULT);
        this.setInputsInline(false);
        this.setOutput(true, null);
        this.setColour(TENSORFLOW_HUE);
        this.setTooltip('');
        this.setHelpUrl('');
    }
};

Blockly.Blocks.tensorflow_get_tensor_data = {
    init: function () {
        this.appendValueInput("VAR")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_GET_TENSOR_DATA);
        this.setOutput(true, null);
        this.setColour(TENSORFLOW_HUE);
        this.setTooltip('');
        this.setHelpUrl('');
    }
};

Blockly.Blocks.tensorflow_save_or_export_model = {
    init: function () {
        this.appendValueInput("NAME1")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_MODEL);
        this.appendValueInput("NAME2")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(new Blockly.FieldDropdown([
                [Blockly.Msg.MIXLY_TENSORFLOW_SAVE_MODEL, "save"],
                [Blockly.Msg.MIXLY_TENSORFLOW_EXPORT_MODEL, "export"]
            ]), "NAME")
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_SAVE_MODEL_NAME);
        this.setInputsInline(true);
        this.setPreviousStatement(true, null);
        this.setNextStatement(true, null);
        this.setColour(TENSORFLOW_HUE);
        this.setTooltip('');
        this.setHelpUrl('');
    }
};

Blockly.Blocks.tensorflow_use_load_model = {
    init: function () {
        this.appendValueInput("NAME")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_LOAD_MODEL)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_MODEL_NAME);
        this.setInputsInline(true);
        this.setOutput(true, null);
        this.setColour(TENSORFLOW_HUE);
        this.setTooltip('');
        this.setHelpUrl('');
    }
};

Blockly.Blocks.tensorflow_prepare_picture = {
    init: function () {
        this.appendValueInput("NAME")
            .setCheck(null)
            .setAlign(Blockly.ALIGN_LEFT)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_PREPARE_PICTURE_TO_TENSOR)
            .appendField(Blockly.Msg.MIXLY_TENSORFLOW_PREPARE_PICTURE_READ_PICTURE);
        this.setInputsInline(true);
        this.setOutput(true, null);
        this.setColour(TENSORFLOW_HUE);
        this.setTooltip('');
        this.setHelpUrl('');
    }
};