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This is a fork of newtulipy which is a fork of tulipy. Install with pip install newnewtulipy.

tulipy

Python bindings for Tulip Indicators

Tulipy requires numpy as all inputs and outputs are numpy arrays (dtype=np.float64).

Installation

You can install via pip install newtulipy. If a wheel is not available for your system, you will need to pip install Cython numpy to build from the source distribution. When building from source on Windows, you will need the Microsoft Visual C++ Build Tools installed.

Usage

import numpy as np
import tulipy as ti
ti.TI_VERSION
'0.8.4'
DATA = np.array([81.59, 81.06, 82.87, 83,    83.61,
                 83.15, 82.84, 83.99, 84.55, 84.36,
                 85.53, 86.54, 86.89, 87.77, 87.29])

Information about indicators are exposed as properties:

def print_info(indicator):
    print("Type:", indicator.type)
    print("Full Name:", indicator.full_name)
    print("Inputs:", indicator.inputs)
    print("Options:", indicator.options)
    print("Outputs:", indicator.outputs)
print_info(ti.sqrt)
Type: simple
Full Name: Vector Square Root
Inputs: ['real']
Options: []
Outputs: ['sqrt']

Single outputs are returned directly. Indicators returning multiple outputs use a tuple in the order indicated by the outputs property.

ti.sqrt(DATA)
array([ 9.03271831,  9.00333272,  9.10329611,  9.11043358,  9.14385039,
        9.11866218,  9.1016482 ,  9.16460583,  9.19510739,  9.18477   ,
        9.24824308,  9.30268778,  9.32148057,  9.36856446,  9.34291175])
print_info(ti.sma)
Type: overlay
Full Name: Simple Moving Average
Inputs: ['real']
Options: ['period']
Outputs: ['sma']
ti.sma(DATA, period=5)
array([ 82.426,  82.738,  83.094,  83.318,  83.628,  83.778,  84.254,
        84.994,  85.574,  86.218,  86.804])

Invalid options will throw an InvalidOptionError:

try:
    ti.sma(DATA, period=-5)
except ti.InvalidOptionError:
    print("Invalid Option!")
Invalid Option!
print_info(ti.bbands)
Type: overlay
Full Name: Bollinger Bands
Inputs: ['real']
Options: ['period', 'stddev']
Outputs: ['bbands_lower', 'bbands_middle', 'bbands_upper']
ti.bbands(DATA, period=5, stddev=2)
(array([ 80.53004219,  80.98714192,  82.53334324,  82.47198345,
         82.41775044,  82.43520292,  82.51133078,  83.14261781,
         83.53648779,  83.8703237 ,  85.28887096]),
 array([ 82.426,  82.738,  83.094,  83.318,  83.628,  83.778,  84.254,
         84.994,  85.574,  86.218,  86.804]),
 array([ 84.32195781,  84.48885808,  83.65465676,  84.16401655,
         84.83824956,  85.12079708,  85.99666922,  86.84538219,
         87.61151221,  88.5656763 ,  88.31912904]))

If inputs of differing sizes are provided, they are right-aligned and trimmed from the left:

DATA2 = np.array([83.15, 82.84, 83.99, 84.55, 84.36])
# 'high' trimmed to DATA[-5:] == array([ 85.53,  86.54,  86.89,  87.77,  87.29])
ti.aroonosc(high=DATA, low=DATA2, period=2)
array([  50.,  100.,   50.])

Metadata

Release files for newnewtulipy 0.4.6.5

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for newnewtulipy 0.4.6.5
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Built distributions (wheels)

Table of built distributions (wheels) for newnewtulipy 0.4.6.5
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newnewtulipy-0.4.6.5-pp39-pypy39_pp73-win_amd64.whl PyPy 3.9 PyPy 3.9 7.3 Windows x86-64 Details
newnewtulipy-0.4.6.5-pp39-pypy39_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl PyPy 3.9 PyPy 3.9 7.3 Linux glibc 2.5+ x86-64, Linux glibc 2.17+ x86-64 Details
newnewtulipy-0.4.6.5-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl PyPy 3.9 PyPy 3.9 7.3 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
newnewtulipy-0.4.6.5-pp39-pypy39_pp73-macosx_10_9_x86_64.whl PyPy 3.9 PyPy 3.9 7.3 macOS 10.9+ x86-64 Details
newnewtulipy-0.4.6.5-pp38-pypy38_pp73-win_amd64.whl PyPy 3.8 PyPy 3.8 7.3 Windows x86-64 Details
newnewtulipy-0.4.6.5-pp38-pypy38_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl PyPy 3.8 PyPy 3.8 7.3 Linux glibc 2.17+ x86-64, Linux glibc 2.5+ x86-64 Details
newnewtulipy-0.4.6.5-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl PyPy 3.8 PyPy 3.8 7.3 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details
newnewtulipy-0.4.6.5-pp38-pypy38_pp73-macosx_10_9_x86_64.whl PyPy 3.8 PyPy 3.8 7.3 macOS 10.9+ x86-64 Details
newnewtulipy-0.4.6.5-pp37-pypy37_pp73-win_amd64.whl PyPy 3.7 PyPy 3.7 7.3 Windows x86-64 Details
newnewtulipy-0.4.6.5-pp37-pypy37_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl PyPy 3.7 PyPy 3.7 7.3 Linux glibc 2.17+ x86-64, Linux glibc 2.5+ x86-64 Details
newnewtulipy-0.4.6.5-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl PyPy 3.7 PyPy 3.7 7.3 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
newnewtulipy-0.4.6.5-pp37-pypy37_pp73-macosx_10_9_x86_64.whl PyPy 3.7 PyPy 3.7 7.3 macOS 10.9+ x86-64 Details
newnewtulipy-0.4.6.5-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
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newnewtulipy-0.4.6.5-cp311-cp311-musllinux_1_1_i686.whl CPython 3.11 CPython 3.11 Linux musl 1.1+ x86-32 Details
newnewtulipy-0.4.6.5-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64, Linux glibc 2.5+ x86-64 Details
newnewtulipy-0.4.6.5-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details
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newnewtulipy-0.4.6.5-cp311-cp311-macosx_10_9_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details
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newnewtulipy-0.4.6.5-cp310-cp310-musllinux_1_1_x86_64.whl CPython 3.10 CPython 3.10 Linux musl 1.1+ x86-64 Details
newnewtulipy-0.4.6.5-cp310-cp310-musllinux_1_1_i686.whl CPython 3.10 CPython 3.10 Linux musl 1.1+ x86-32 Details
newnewtulipy-0.4.6.5-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64, Linux glibc 2.5+ x86-64 Details
newnewtulipy-0.4.6.5-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details
newnewtulipy-0.4.6.5-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
newnewtulipy-0.4.6.5-cp310-cp310-macosx_10_9_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details
newnewtulipy-0.4.6.5-cp310-cp310-macosx_10_9_universal2.whl CPython 3.10 CPython 3.10 macOS 10.9+ universal2 (ARM64, x86-64) Details
newnewtulipy-0.4.6.5-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details
newnewtulipy-0.4.6.5-cp39-cp39-musllinux_1_1_x86_64.whl CPython 3.9 CPython 3.9 Linux musl 1.1+ x86-64 Details
newnewtulipy-0.4.6.5-cp39-cp39-musllinux_1_1_i686.whl CPython 3.9 CPython 3.9 Linux musl 1.1+ x86-32 Details
newnewtulipy-0.4.6.5-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.5+ x86-64, Linux glibc 2.17+ x86-64 Details
newnewtulipy-0.4.6.5-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.9 CPython 3.9 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
newnewtulipy-0.4.6.5-cp39-cp39-macosx_11_0_arm64.whl CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
newnewtulipy-0.4.6.5-cp39-cp39-macosx_10_9_x86_64.whl CPython 3.9 CPython 3.9 macOS 10.9+ x86-64 Details
newnewtulipy-0.4.6.5-cp39-cp39-macosx_10_9_universal2.whl CPython 3.9 CPython 3.9 macOS 10.9+ universal2 (ARM64, x86-64) Details
newnewtulipy-0.4.6.5-cp38-cp38-win_amd64.whl CPython 3.8 CPython 3.8 Windows x86-64 Details
newnewtulipy-0.4.6.5-cp38-cp38-musllinux_1_1_x86_64.whl CPython 3.8 CPython 3.8 Linux musl 1.1+ x86-64 Details
newnewtulipy-0.4.6.5-cp38-cp38-musllinux_1_1_i686.whl CPython 3.8 CPython 3.8 Linux musl 1.1+ x86-32 Details
newnewtulipy-0.4.6.5-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.8 CPython 3.8 Linux glibc 2.5+ x86-64, Linux glibc 2.17+ x86-64 Details
newnewtulipy-0.4.6.5-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.8 CPython 3.8 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
newnewtulipy-0.4.6.5-cp38-cp38-macosx_11_0_arm64.whl CPython 3.8 CPython 3.8 macOS 11.0+ ARM64 Details
newnewtulipy-0.4.6.5-cp38-cp38-macosx_10_9_x86_64.whl CPython 3.8 CPython 3.8 macOS 10.9+ x86-64 Details
newnewtulipy-0.4.6.5-cp38-cp38-macosx_10_9_universal2.whl CPython 3.8 CPython 3.8 macOS 10.9+ universal2 (ARM64, x86-64) Details
newnewtulipy-0.4.6.5-cp37-cp37m-win_amd64.whl CPython 3.7 CPython 3.7 pymalloc Windows x86-64 Details
newnewtulipy-0.4.6.5-cp37-cp37m-musllinux_1_1_x86_64.whl CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ x86-64 Details
newnewtulipy-0.4.6.5-cp37-cp37m-musllinux_1_1_i686.whl CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ x86-32 Details
newnewtulipy-0.4.6.5-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64, Linux glibc 2.5+ x86-64 Details
newnewtulipy-0.4.6.5-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
newnewtulipy-0.4.6.5-cp37-cp37m-macosx_10_9_x86_64.whl CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64 Details

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