From 0f786a18f4432e4a425ce60f52f2913e25be8a3d Mon Sep 17 00:00:00 2001 From: JuanBC Date: Wed, 9 Dec 2020 00:22:51 -0300 Subject: [PATCH] end version 2020.12 --- docs/source/tutorial.ipynb | 37 ++++++++++++++----------------------- pycf3.py | 2 +- 2 files changed, 15 insertions(+), 24 deletions(-) diff --git a/docs/source/tutorial.ipynb b/docs/source/tutorial.ipynb index 92db2a9..15981ea 100644 --- a/docs/source/tutorial.ipynb +++ b/docs/source/tutorial.ipynb @@ -13,37 +13,24 @@ ] }, { - "attachments": { - "image.png": { - "image/png": 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" - } - }, "cell_type": "markdown", "metadata": {}, "source": [ "# `pycf3` tutorial\n", "\n", - "## Introduction\n", - "\n", - "This tutorial is a guide of how you can use the NAM and Cosmicflows-3 Distance-Velocity Calculator client for Python.\n", + "## Interactive Version\n", + "Launch Binder for an interactive version of this tutorial!\n", "\n", - "## Fundamentals\n", + "[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/quatrope/pycf3/HEAD?filepath=docs%2Fsource%2Ftutorial.ipynb)\n", "\n", - "- `pyc3f` present an [OO](https://en.wikipedia.org/wiki/Object-oriented_programming) API to access the same capabilities of http://edd.ifa.hawaii.edu/NAMcalculator/ and http://edd.ifa.hawaii.edu/CF3calculator/ .\n", - "- Please be gentle with the server.\n", - "\n", - "### Looking the original project\n", - "\n", - "The original calculator is a web page with 4 main parts\n", + "## Introduction\n", "\n", - "![image0.png](attachment:image.png)\n", + "This tutorial is a guide of how you can use the NAM and Cosmicflows-3 Distance-Velocity Calculator client for Python.\n", "\n", - "1. Select the coordinate system.\n", - "2. Provide the location of seach\n", - "3. Distance/Velocity selector (optional)\n", - "4. The entire result is on the right side\n", + "`pycf3` present an [OO](https://en.wikipedia.org/wiki/Object-oriented_programming) API to access the same capabilities of http://edd.ifa.hawaii.edu/NAMcalculator/ and http://edd.ifa.hawaii.edu/CF3calculator/ .\n", + "Please be gentle with the server.\n", + "You nees\n", "\n", - "So lets analize this 3 parts in pycf3\n", "\n", "The first thing you need to do is import the project" ] @@ -98,8 +85,12 @@ "source": [ "Then the basic functionality of the NAM are provided in two diferent methods\n", "\n", - "- `calculate_distance()` to calculate a **distance** based on a given *velocity*.\n", - "- `calculate_velocity()` to calculate a **velocity** based on a given *distance*.\n", + "- `calculate_distance(velocity, )` to calculate a **distance** based on a given *velocity*.\n", + "- `calculate_velocity(distance, )` to calculate a **velocity** based on a given *distance*.\n", + "\n", + "Theo `` parameters can be expresed in `ra, dec` (equatorial), `glon, glat` (galactic) or \n", + "`sgl, sgb` (super galactic) coordinates. You need to provide the two componentes of the coordinate and \n", + "the coodinate system can't be mixed.\n", "\n", "\n", "Now let's asume we want the same query of the next image\n", diff --git a/pycf3.py b/pycf3.py index 6e37bad..ea16908 100644 --- a/pycf3.py +++ b/pycf3.py @@ -36,7 +36,7 @@ "MixedCoordinateSystemError", ] -__version__ = "2020.11b" +__version__ = "2020.12" # =============================================================================