Converting hard integral to lambda function with lambdify

2024/7/27 15:35:09

I would like to lambdify the function Integral(t**t,(t,0,x)). It works, but my new function, which was returned by lambdify, doesn't return a number but only sympy.integrals.integrals.Integral class. But I don't want that, I want it to return a float number.

Here is my code:

import sympy as sp
import numpy as np
f = sp.lambdify(x,sp.integrate(t**t,(t,0,x)))
print(f(2)) #return Integral(t**t, (t, 0, 2))
#but i want 2.83387674524687
Answer

lambdify doesn't support scipy.integrate.quad directly yet, but it's not difficult to add the appropiate definition. One simply needs to tell lambdify how to print Integral:

def integral_as_quad(expr, lims):var, a, b = limsreturn scipy.integrate.quad(lambdify(var, expr), a, b)f = lambdify(x, Integral(t**t,(t,0,x)), modules={"Integral": integral_as_quad})

The result is

In [42]: f(2)
Out[42]: (2.8338767452468625, 2.6601787439517466e-10)

What we're doing here is defining a function integral_as_quad, which translates a SymPy Integral into a scipy.integrate.quad call, recursively lambdifying the integrand (if you have more complicated or symbolic integration limits, you'll want to recursively lambdify those as well).

https://en.xdnf.cn/q/73022.html

Related Q&A

python topN max heap, use heapq or self implement?

theres heapq in python, for general usage. i want recording topN(0~20) for 10e7 records.if use heapq, should use - to translate max to min; and recording a min number of bottom, to call heapq.heappushp…

QSortFilterProxyModel returning artificial row

Im using a QSortFilterProxyModel to filter results from a QAbstractListModel. However, Id like to return a first entry which is not present in the original model, that is, its somehow artificial.This i…

@login_required is losing the current specified language

I am using i18n_patterns to internationalize my app and its working except when I click on a link that requires login (a view protected by @login_required decorator), I am being redirected to the login…

Python slow on fetchone, hangs on fetchall

Im writing a script to SELECT query a database and parse through ~33,000 records. Unfortunately Im running into problems at the cursor.fetchone()/cursor.fetchall() phase of things.I first tried iterati…

Pure Python Quadtree Implementation

All,There are a few examples on implementing a quadtree using Python but my question is, does anyone know of a class written in pure python as in a single .py file that I can easily include in my proje…

AttributeError: tuple object has no attribute write

I have a homework assignment for a Python class and am running into an error that I dont understand. Running Python IDLE v3.2.2 on Windows 7.Below is where the problem is happening:#local variables num…

How to catch all exceptions with CherryPy?

I use CherryPy to run a very simple web server. It is intended to process the GET parameters and, if they are correct, do something with them. import cherrypyclass MainServer(object):def index(self, **…

matplotlib: How can you specify colour levels in a 2D historgram

I would like to plot a 2D histogram that includes both positive and negative numbers. I have the following code which uses pcolormesh but I am unable to specify the color levels to force the white col…

Strange behavior from HTTP authentication with suds SOAP library

I have a working python program that is fetching a large volume of data via SOAP using suds. The web service is implemented with a paging function such that I can grab nnn rows with each fetch call an…

Scipy/Numpy/scikits - calculating precision/recall scores based on two arrays

I fit a Logistic Regression Model and train the model based on training dataset using the following import scikits as sklearn from sklearn.linear_model import LogisticRegression lr = LogisticRegression…