diff --git a/docs.it4i/software/lang/python.md b/docs.it4i/software/lang/python.md
index 71afced0db5ea5660418e1e70e3c9277e013139c..7640de4c23715db9a2dc6a20f5b3f41920e587d1 100644
--- a/docs.it4i/software/lang/python.md
+++ b/docs.it4i/software/lang/python.md
@@ -5,51 +5,24 @@ Python is a widely used high-level programming language for general-purpose prog
Python features a dynamic type system and automatic memory management and supports multiple programming paradigms, including object-oriented, imperative, functional programming, and procedural styles. It has a large and comprehensive standard library.
* [Documentation for Python 3.X][a]
-* [Documentation for Python 2.X][b]
* [PEP 8 -- Style Guide for Python Code][c]
* [Get into Python -- Tutorial][d]
## Python on the IT4Innovations Clusters
-On the clusters, we have the Python 2.X and Python 3.X software installed. How to use these modules is shown below.
+On the clusters, we have the Python 3.X software installed. How to use these modules is shown below.
!!! note
Use the `ml av python/` command to get up-to-date versions of the modules.
-```console
-$ ml av python/
-
--------------------------- /apps/modules/lang --------------------------
- Python/2.7.8-intel-2015b Python/2.7.9-gompi-2015e Python/2.7.10-GCC-4.9.3-2.25-bare Python/2.7.11-intel-2016a Python/3.4.3-intel-2015b Python/3.5.2-intel-2017.00
- Python/2.7.8-intel-2016.01 Python/2.7.9-ictce-7.3.5 Python/2.7.10-GNU-4.9.3-2.25-bare Python/2.7.11-intel-2017a Python/3.5.1-intel-2016.01 Python/3.5.2
- Python/2.7.9-foss-2015b Python/2.7.9-intel-2015b Python/2.7.11-foss-2016a Python/2.7.11-intel-2017.00 Python/3.5.1-intel-2017.00 Python/3.6.1
- Python/2.7.9-foss-2015g Python/2.7.9-intel-2016.01 Python/2.7.11-GCC-4.9.3-2.25-bare Python/2.7.13-base Python/3.5.1 Python/3.6.2-base (D)
- Python/2.7.9-GNU-5.1.0-2.25 Python/2.7.9 Python/2.7.11-intel-2015b Python/2.7.13 Python/3.5.2-foss-2016a
-
--------------------------- /apps/modules/math ---------------------------
- ScientificPython/2.9.4-intel-2015b-Python-2.7.9 ScientificPython/2.9.4-intel-2015b-Python-2.7.11 ScientificPython/2.9.4-intel-2016.01-Python-2.7.9 (D)
-
- Where:
- D: Default Module
-
- If you need software that is not listed, request it at support@it4i.cz.
-```
-
-## Python 2.X
-
-Python 2.7 is scheduled to be the last major version in the 2.x series before it moves into an extended maintenance period. This release contains many of the features that were first released in Python 3.1.
+!!! warn
+ Python 2.7 is not supported - [EOL][b] January 1st, 2020.
```console
-$ ml av python/2
-
------------------------------------------------------------------------------------------------ /apps/modules/lang ------------------------------------------------------------------------------------------------
- Python/2.7.8-intel-2015b Python/2.7.9-GNU-5.1.0-2.25 Python/2.7.9-intel-2016.01 Python/2.7.11-foss-2016a Python/2.7.11-intel-2017a
- Python/2.7.8-intel-2016.01 Python/2.7.9-gompi-2015e Python/2.7.9 Python/2.7.11-GCC-4.9.3-2.25-bare Python/2.7.11-intel-2017.00
- Python/2.7.9-foss-2015b Python/2.7.9-ictce-7.3.5 Python/2.7.10-GCC-4.9.3-2.25-bare Python/2.7.11-intel-2015b Python/2.7.13-base
- Python/2.7.9-foss-2015g Python/2.7.9-intel-2015b Python/2.7.10-GNU-4.9.3-2.25-bare Python/2.7.11-intel-2016a Python/2.7.13
+$ ml av python/
------------------------------------------------------------------------------------------------ /apps/modules/math ------------------------------------------------------------------------------------------------
- ScientificPython/2.9.4-intel-2015b-Python-2.7.9 ScientificPython/2.9.4-intel-2015b-Python-2.7.11 ScientificPython/2.9.4-intel-2016.01-Python-2.7.9 (D)
+------------------------------------------------------ /apps/modules/lang -------------------------------------------------------
+ Python/3.8.2-GCCcore-9.3.0 Python/3.8.6-GCCcore-10.2.0 Python/3.9.5-GCCcore-10.3.0 (D)
Where:
D: Default Module
@@ -57,67 +30,15 @@ $ ml av python/2
If you need software that is not listed, request it at support@it4i.cz.
```
-### Used Module Python/2.x
-
-```console
-$ python --version
-Python 2.6.6
-$ ml Python/2.7.13
-$ python --version
-Python 2.7.1
-```
-
-### Packages in Python/2.x
-
-```console
-$ pip list
-appdirs (1.4.3)
-asn1crypto (0.22.0)
-backports-abc (0.5)
-backports.shutil-get-terminal-size (1.0.0)
-backports.ssl-match-hostname (3.5.0.1)
-BeautifulSoup (3.2.1)
-beautifulsoup4 (4.5.3)
-...
-```
-
-### How to Install New Package to Python/2.x?
-
-```console
-$ ml Python/2.7.13
-$ python --version
-$ pip install wheel --user
-Collecting wheel
- Downloading wheel-0.30.0-py2.py3-none-any.whl (49kB)
- 100% |████████████████████████████████| 51kB 835kB/s
-Installing collected packages: wheel
-Successfully installed wheel-0.30.0
-```
-
-### How to Update Package in Python/2.x?
-
-```console
-$ ml Python/2.7.13
-$ python --version
-$ pip install scipy --upgrade --user
-Collecting scipy
- Downloading scipy-0.19.1-cp27-cp27mu-manylinux1_x86_64.whl (45.0MB)
- 100% |████████████████████████████████| 45.0MB 5.8kB/s
-Requirement already up-to-date: numpy>=1.8.2 in /apps/all/Python/2.7.13/lib/python2.7/site-packages (from scipy)
-Installing collected packages: scipy
-Successfully installed scipy-0.19.1
-```
-
## Python 3.X
Python 3.0 (a.k.a. "Python 3000" or "Py3k") is a new version of the language that is incompatible with the 2.x line of releases. The language is mostly the same, but many details, especially how built-in objects like dictionaries and strings work, have changed considerably, and many deprecated features have been removed. In addition, the standard library has been reorganized in a few prominent places.
```console
-$ ml av python/3
+$ ml av python3/
----------------------- /apps/modules/lang ----------------------
- Python/3.4.3-intel-2015b Python/3.5.1-intel-2017.00 Python/3.5.2-foss-2016a Python/3.5.2 Python/3.6.2-base (D)
- Python/3.5.1-intel-2016.01 Python/3.5.1 Python/3.5.2-intel-2017.00 Python/3.6.1
+------------------------------------------------------ /apps/modules/lang -------------------------------------------------------
+ Python/3.8.2-GCCcore-9.3.0 Python/3.8.6-GCCcore-10.2.0 Python/3.9.5-GCCcore-10.3.0 (D)
Where:
D: Default Module
@@ -129,65 +50,61 @@ $ ml av python/3
### Used Module Python/3.x
```console
+$ python --version
+Python 2.7.5
+$ ml Python/3.8.6-GCCcore-10.2.0
$ python --version
-Python 2.6.6
-$ ml Python/3.6.2-base
-$ python --version
-Python 3.6.2
+Python 3.8.6
```
### Packages in Python/3.x
```console
$ pip3 list
-nose (1.3.7)
-pip (8.0.2)
-setuptools (20.1.1)
+Package Version
+----------------------------- ----------
+alabaster 0.7.12
+appdirs 1.4.4
+ase 3.22.0
+asn1crypto 1.4.0
+atomicwrites 1.4.0
+attrs 20.2.0
+Babel 2.8.0
+...
+...
+$ pip3 list | wc -l
+138
```
### How to Install New Package to Python/3.x
```console
-$ ml Python/3.6.2-base
+$ ml ml Python/3.8.6-GCCcore-10.2.0
$ python --version
-Python 3.6.2
+Python 3.8.6
$ pip3 install pandas --user
Collecting pandas
- Downloading pandas-0.20.3.tar.gz (10.4MB)
- 100% |████████████████████████████████| 10.4MB 42kB/s
-Collecting python-dateutil>=2 (from pandas)
- Downloading python_dateutil-2.6.1-py2.py3-none-any.whl (194kB)
- 100% |████████████████████████████████| 196kB 1.3MB/s
-Collecting pytz>=2011k (from pandas)
- Downloading pytz-2017.2-py2.py3-none-any.whl (484kB)
- 100% |████████████████████████████████| 487kB 757kB/s
-Collecting numpy>=1.7.0 (from pandas)
- Using cached numpy-1.13.1.zip
-Collecting six>=1.5 (from python-dateutil>=2->pandas)
- Downloading six-1.11.0-py2.py3-none-any.whl
-Building wheels for collected packages: pandas, numpy
- Running setup.py bdist_wheel for pandas ... done
- Stored in directory: /home/kru0052/.cache/pip/wheels/dd/17/6c/a1c7e8d855f3a700b21256329fd396d105b533c5ed3e20c5e9
- Running setup.py bdist_wheel for numpy ... done
- Stored in directory: /home/kru0052/.cache/pip/wheels/94/44/90/4ce81547e3e5f4398b1601d0051e828b8160f8d3f3dd5a0c8c
-Successfully built pandas numpy
-Installing collected packages: six, python-dateutil, pytz, numpy, pandas
-Successfully installed numpy-1.13.1 pandas-0.20.3 python-dateutil-2.6.1 pytz-2017.2 six-1.11.0
+ Downloading pandas-1.3.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (11.5 MB)
+ |████████████████████████████████| 11.5 MB 4.8 MB/s
+...
+Installing collected packages: pandas
+Successfully installed pandas-1.3.3
```
### How to Update Package in Python/3.x?
```console
-$ pip3 install scipy --upgrade --user
-Collecting scipy
- Downloading scipy-0.19.1-cp27-cp27mu-manylinux1_x86_64.whl (45.0MB)
- 100% |████████████████████████████████| 45.0MB 5.8kB/s
-Requirement already up-to-date: numpy>=1.8.2 in /apps/all/Python/3.6.2/lib/python3.6/site-packages (from scipy)
-Installing collected packages: scipy
-Successfully installed scipy-0.19.1
+$ pip3 install setuptools --upgrade --user
+Collecting setuptools
+ Downloading setuptools-58.0.4-py3-none-any.whl (816 kB)
+ |███████████████████████████████▎| 798 kB 5.4 MB/s eta 0:00:01
+ |███████████████████████████████▊| 808 kB 5.4 MB/s eta 0:00:01
+ |████████████████████████████████| 816 kB 5.4 MB/s
+Installing collected packages: setuptools
+Successfully installed setuptools-58.0.4
```
[a]: https://docs.python.org/3/
-[b]: https://docs.python.org/2/
+[b]: https://www.python.org/doc/sunset-python-2/
[c]: https://www.python.org/dev/peps/pep-0008/
[d]: https://jobtensor.com/Tutorial/Python/en/Introduction