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Altynbek Isabekov
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#+AUTHOR: Altynbek Isabekov | ||
#+EMAIL: aisabekov@ku.edu.tr | ||
#+LANGUAGE: en | ||
#+PROPERTY: header-args:emacs-lisp :results silent | ||
#+OPTIONS: ^:nil | ||
#+OPTIONS: html-style:nil | ||
#+HTML_HEAD: <link rel="stylesheet" type="text/css" href="src/readtheorg_theme/css/htmlize.css"/> | ||
#+HTML_HEAD: <link rel="stylesheet" type="text/css" href="src/readtheorg_theme/css/readtheorg.css"/> | ||
#+HTML_HEAD: <script type="text/javascript" src="src/lib/js/jquery.min.js"></script> | ||
#+HTML_HEAD: <script type="text/javascript" src="src/lib/js/bootstrap.min.js"></script> | ||
#+HTML_HEAD: <script type="text/javascript" src="src/lib/js/jquery.stickytableheaders.min.js"></script> | ||
#+HTML_HEAD: <script type="text/javascript" src="src/readtheorg_theme/js/readtheorg.js"></script> | ||
* To convert Pandas dataframe to tabular format using tabulate() | ||
#+header: :prologue from tabulate import tabulate | ||
#+header: :noweb strip-export | ||
#+begin_src python :results output raw | ||
import pandas as pd | ||
df = pd.DataFrame({ | ||
"a": [1,2,3], | ||
"b": [4,5,6] | ||
}) | ||
df_str = tabulate(df, headers=df.columns, tablefmt="orgtbl", showindex=False) | ||
print(df_str) | ||
#+end_src | ||
|
||
#+RESULTS: | ||
| a | b | | ||
|---+---| | ||
| 1 | 4 | | ||
| 2 | 5 | | ||
| 3 | 6 | | ||
|
||
* To convert Pandas dataframe to tabular format using pd2org() | ||
#+name: pd2org | ||
#+begin_src python :var df="df" :exports none :results value raw | ||
return f"return tabulate({df}, headers={df}.columns, tablefmt='orgtbl', showindex=False)" | ||
#+end_src | ||
|
||
#+header: :prologue from tabulate import tabulate | ||
#+header: :noweb strip-export | ||
#+begin_src python :results value raw | ||
import pandas as pd | ||
df = pd.DataFrame({ | ||
"a": [1,2,3], | ||
"b": [4,5,6] | ||
}) | ||
<<pd2org("df")>> | ||
df.show() | ||
#+end_src | ||
|
||
#+RESULTS: | ||
| a | b | | ||
|---+---| | ||
| 1 | 4 | | ||
| 2 | 5 | | ||
| 3 | 6 | | ||
|
||
* To convert PySpark dataframe to tabular format using ps2org() | ||
#+name: ps2org | ||
#+header: :noweb strip-export | ||
#+begin_src python :var df_in="df_in" :exports none :results value raw | ||
return f"return {df_in}.toPandas().to_markdown(index=False, tablefmt='orgtbl')" | ||
#+end_src | ||
|
||
#+header: :prologue from tabulate import tabulate | ||
#+header: :noweb strip-export | ||
#+BEGIN_SRC python :var df="df" :results value raw | ||
import pyspark.sql.functions as F | ||
import pyspark.sql.types as T | ||
from pyspark.sql.window import Window | ||
from pyspark.sql import SparkSession | ||
spark = SparkSession.builder.master("local").appName("test-app").getOrCreate() | ||
schema = T.StructType( | ||
[ | ||
T.StructField("a", T.IntegerType(), True), | ||
T.StructField("b", T.IntegerType(), True), | ||
] | ||
) | ||
data = [(1, 4), (2, 5), (3, 6)] | ||
df = spark.createDataFrame(schema=schema, data=data) | ||
<<ps2org("df")>> | ||
df.show() | ||
#+END_SRC | ||
|
||
#+RESULTS: | ||
| a | b | | ||
|---+---| | ||
| 1 | 4 | | ||
| 2 | 5 | | ||
| 3 | 6 | |