我正在使用chartjs-node在服务器端将图表转换为图像。它生成没有插件的图像。但是我需要使用一些插件,例如注释和动画。我想我不知道使用插件。这就是问题。 请帮助我在chartjs-node中使用插件。 预先感谢
答案 0 :(得分:0)
我也遇到了这个问题,我设法解决了这个问题: 这是chartjs-plugin-annotation
的示例我忘记了在# Load the dataset as DataFrame
import pandas as pd
from sklearn.datasets import load_iris
df = pd.DataFrame(load_iris().data, columns=load_iris().feature_names)
df['label'] = load_iris().target
# Divide to X and y and split to train and test sets
X = df.iloc[:,0:4].values
y = df.iloc[:,4].values
from sklearn.model_selection import train_test_split
X_train, X_test, y_train, y_test = train_test_split(X, y, random_state=0)
# Define the neural network model
from keras.models import Sequential
from keras.layers import Dense
def baseline_model():
model = Sequential()
model.add(Dense(units=8, activation='relu', input_dim=4))
model.add(Dense(units=3, activation='sigmoid'))
model.compile(optimizer='adam', loss='categorical_crossentropy', metrics='accuracy'])
return model
# Wrap the model
from keras.wrappers.scikit_learn import KerasClassifier
my_model = KerasClassifier(build_fn=baseline_model)
my_model.fit(X_train, y_train, batch_size=4, epochs=100, verbose=0)
# Run eli5 explanations
import eli5
from eli5.sklearn import PermutationImportance
perm = PermutationImportance(my_model, random_state=1).fit(X_test, y_test)
# This actually works!
explanation = eli5.formatters.as_dataframe.explain_weights_df(perm,
feature_names=df.columns[:-1].tolist())
# But this line does not "work", i.e. it produces a NoneType object
explanation_pred =
eli5.formatters.as_dataframe.explain_prediction_df(estimator=my_model,
doc=X_test[0])
事件中注册插件
beforeDraw
以及您的配置(示例):
const ChartjsNode = require('chartjs-node');
const ChartjsAnnotation = require('chartjs-plugin-annotation');
var chartNode = new ChartjsNode(width, height);
chartNode.on('beforeDraw', function (Chartjs) {
// Register the annotation plugin
Chartjs.plugins.register( ChartjsAnnotation );
});
chartNode.drawChart( <your_chartjs_configuration> )
.then( function(){
// Save as testimage.png
chartNode.writeImageToFile('image/png', './testimage.png');
});