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Display tabular data in a visually appealing ASCII table format
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prettytable/prettytable
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PrettyTable lets you print tables in an attractive ASCII form:
+-----------+------+------------+-----------------+| City name | Area | Population | Annual Rainfall |+-----------+------+------------+-----------------+| Adelaide | 1295 | 1158259 | 600.5 || Brisbane | 5905 | 1857594 | 1146.4 || Darwin | 112 | 120900 | 1714.7 || Hobart | 1357 | 205556 | 619.5 || Melbourne | 1566 | 3806092 | 646.9 || Perth | 5386 | 1554769 | 869.4 || Sydney | 2058 | 4336374 | 1214.8 |+-----------+------+------------+-----------------+
Install via pip:
python -m pip install -U prettytable
Install latest development version:
python -m pip install -U git+https://github.com/prettytable/prettytable
Or fromrequirements.txt
:
-e git://github.com/prettytable/prettytable.git#egg=prettytable
To see demo output, run:
python3 -m prettytable
Let's suppose you have a shiny new PrettyTable:
fromprettytableimportPrettyTabletable=PrettyTable()
and you want to put some data into it. You have a few options.
You can add data one row at a time. To do this you can set the field names first usingthefield_names
attribute, and then add the rows one at a time using theadd_row
method:
table.field_names= ["City name","Area","Population","Annual Rainfall"]table.add_row(["Adelaide",1295,1158259,600.5])table.add_row(["Brisbane",5905,1857594,1146.4])table.add_row(["Darwin",112,120900,1714.7])table.add_row(["Hobart",1357,205556,619.5])table.add_row(["Sydney",2058,4336374,1214.8])table.add_row(["Melbourne",1566,3806092,646.9])table.add_row(["Perth",5386,1554769,869.4])
When you have a list of rows, you can add them in one go withadd_rows
:
table.field_names= ["City name","Area","Population","Annual Rainfall"]table.add_rows( [ ["Adelaide",1295,1158259,600.5], ["Brisbane",5905,1857594,1146.4], ["Darwin",112,120900,1714.7], ["Hobart",1357,205556,619.5], ["Sydney",2058,4336374,1214.8], ["Melbourne",1566,3806092,646.9], ["Perth",5386,1554769,869.4], ])
You can add data one column at a time as well. To do this you use theadd_column
method, which takes two arguments - a string which is the name for the field the columnyou are adding corresponds to, and a list or tuple which contains the column data:
table.add_column("City name",["Adelaide","Brisbane","Darwin","Hobart","Sydney","Melbourne","Perth"])table.add_column("Area", [1295,5905,112,1357,2058,1566,5386])table.add_column("Population", [1158259,1857594,120900,205556,4336374,3806092,1554769])table.add_column("Annual Rainfall",[600.5,1146.4,1714.7,619.5,1214.8,646.9,869.4])
If you really want to, you can even mix and matchadd_row
andadd_column
and buildsome of your table in one way and some of it in the other. Tables built this way arekind of confusing for other people to read, though, so don't do this unless you have agood reason.
If you have your table data in a comma-separated values file (.csv), you can read thisdata into a PrettyTable like this:
fromprettytableimportfrom_csvwithopen("myfile.csv")asfp:mytable=from_csv(fp)
If you have your table data in a database which you can access using a library whichconfirms to the Python DB-API (e.g. an SQLite database accessible using thesqlite
module), then you can build a PrettyTable using a cursor object, like this:
importsqlite3fromprettytableimportfrom_db_cursorconnection=sqlite3.connect("mydb.db")cursor=connection.cursor()cursor.execute("SELECT field1, field2, field3 FROM my_table")mytable=from_db_cursor(cursor)
There are three ways to get data out of a PrettyTable, in increasing order ofcompleteness:
- The
del_row
method takes an integer index of a single row to delete. - The
del_column
method takes a field name of a single column to delete. - The
clear_rows
method takes no arguments and deletes all the rows in the table - butkeeps the field names as they were so you that you can repopulate it with the samekind of data. - The
clear
method takes no arguments and deletes all rows and all field names. It'snot quite the same as creating a fresh table instance, though - style relatedsettings, discussed later, are maintained.
PrettyTable's main goal is to let you print tables in an attractive ASCII form, likethis:
+-----------+------+------------+-----------------+| City name | Area | Population | Annual Rainfall |+-----------+------+------------+-----------------+| Adelaide | 1295 | 1158259 | 600.5 || Brisbane | 5905 | 1857594 | 1146.4 || Darwin | 112 | 120900 | 1714.7 || Hobart | 1357 | 205556 | 619.5 || Melbourne | 1566 | 3806092 | 646.9 || Perth | 5386 | 1554769 | 869.4 || Sydney | 2058 | 4336374 | 1214.8 |+-----------+------+------------+-----------------+
You can print tables like this tostdout
or get string representations of them.
To print a table in ASCII form, you can just do this:
print(table)
The oldtable.printt()
method from versions 0.5 and earlier has been removed.
To pass options changing the look of the table, use theget_string()
method documentedbelow:
print(table.get_string())
If you don't want to actually print your table in ASCII form but just get a stringcontaining whatwould be printed if you useprint(table)
, you can use theget_string
method:
mystring=table.get_string()
This string is guaranteed to look exactly the same as what would be printed by doingprint(table)
. You can now do all the usual things you can do with a string, like writeyour table to a file or insert it into a GUI.
The table can be displayed in several different formats usingget_formatted_string
bychanging theout_format=<text|html|json|csv|latex|mediawiki>
. This function passesthrough arguments to the functions that render the table, so additional arguments can begiven. This provides a way to let a user choose the output formatting.
defmy_cli_function(table_format:str='text'): ...print(table.get_formatted_string(table_format))
If you like, you can restrict the output ofprint(table)
ortable.get_string
to onlythe fields or rows you like.
Thefields
argument to these methods takes a list of field names to be printed:
print(table.get_string(fields=["City name","Population"]))
gives:
+-----------+------------+| City name | Population |+-----------+------------+| Adelaide | 1158259 || Brisbane | 1857594 || Darwin | 120900 || Hobart | 205556 || Melbourne | 3806092 || Perth | 1554769 || Sydney | 4336374 |+-----------+------------+
Thestart
andend
arguments take the index of the first and last row to printrespectively. Note that the indexing works like Python list slicing - to print the 2nd,3rd and 4th rows of the table, setstart
to 1 (the first row is row 0, so the secondis row 1) and setend
to 4 (the index of the 4th row, plus 1):
print(table.get_string(start=1,end=4))
prints:
+-----------+------+------------+-----------------+| City name | Area | Population | Annual Rainfall |+-----------+------+------------+-----------------+| Brisbane | 5905 | 1857594 | 1146.4 || Darwin | 112 | 120900 | 1714.7 || Hobart | 1357 | 205556 | 619.5 |+-----------+------+------------+-----------------+
You can make sure that your tables are filtered by givingget_string
arow_filter
keyword argument, which must be a function with one argumentrow
returning a Booleanvalue. Therow
is the list of fields in a row.
For example, to print the example table we built earlier of Australian capital citydata, so that cities with a population with more than 1,000,000, we can do this:
deffilter_function(self,vals:list[str])->bool:returnvals[2]>999999print(table.get_string(row_filter=filter_function))
to get:
+-----------+------+------------+-----------------+| City name | Area | Population | Annual Rainfall |+-----------+------+------------+-----------------+| Adelaide | 1295 | 1158259 | 600.5 || Brisbane | 5905 | 1857594 | 1146.4 || Sydney | 2058 | 4336374 | 1214.8 || Melbourne | 1566 | 3806092 | 646.9 || Perth | 5386 | 1554769 | 869.4 |+-----------+------+------------+-----------------+
By default, all columns in a table are centre aligned.
You can change the alignment of all the columns in a table at once by assigning a onecharacter string to thealign
attribute. The allowed strings are"l"
,"r"
and"c"
for left, right and centre alignment, respectively:
table.align="r"print(table)
gives:
+-----------+------+------------+-----------------+| City name | Area | Population | Annual Rainfall |+-----------+------+------------+-----------------+| Adelaide | 1295 | 1158259 | 600.5 || Brisbane | 5905 | 1857594 | 1146.4 || Darwin | 112 | 120900 | 1714.7 || Hobart | 1357 | 205556 | 619.5 || Melbourne | 1566 | 3806092 | 646.9 || Perth | 5386 | 1554769 | 869.4 || Sydney | 2058 | 4336374 | 1214.8 |+-----------+------+------------+-----------------+
You can also change the alignment of individual columns based on the corresponding fieldname by treating thealign
attribute as if it were a dictionary.
table.align["City name"]="l"table.align["Area"]="c"table.align["Population"]="r"table.align["Annual Rainfall"]="c"print(table)
gives:
+-----------+------+------------+-----------------+| City name | Area | Population | Annual Rainfall |+-----------+------+------------+-----------------+| Adelaide | 1295 | 1158259 | 600.5 || Brisbane | 5905 | 1857594 | 1146.4 || Darwin | 112 | 120900 | 1714.7 || Hobart | 1357 | 205556 | 619.5 || Melbourne | 1566 | 3806092 | 646.9 || Perth | 5386 | 1554769 | 869.4 || Sydney | 2058 | 4336374 | 1214.8 |+-----------+------+------------+-----------------+
You can make sure that your ASCII tables are produced with the data sorted by oneparticular field by givingget_string
asortby
keyword argument, which must be astring containing the name of one field.
For example, to print the example table we built earlier of Australian capital citydata, so that the most populated city comes last, we can do this:
print(table.get_string(sortby="Population"))
to get:
+-----------+------+------------+-----------------+| City name | Area | Population | Annual Rainfall |+-----------+------+------------+-----------------+| Darwin | 112 | 120900 | 1714.7 || Hobart | 1357 | 205556 | 619.5 || Adelaide | 1295 | 1158259 | 600.5 || Perth | 5386 | 1554769 | 869.4 || Brisbane | 5905 | 1857594 | 1146.4 || Melbourne | 1566 | 3806092 | 646.9 || Sydney | 2058 | 4336374 | 1214.8 |+-----------+------+------------+-----------------+
If we want the most populated city to comefirst, we can also give areversesort=True
argument.
If youalways want your tables to be sorted in a certain way, you can make the settinglong-term like this:
table.sortby="Population"print(table)print(table)print(table)
All three tables printed by this code will be sorted by population (you could dotable.reversesort = True
as well, if you wanted). The behaviour will persist until youturn it off:
table.sortby=None
If you want to specify a custom sorting function, you can use thesort_key
keywordargument. Pass this a function which accepts two lists of values and returns a negativeor positive value depending on whether the first list should appear before or after thesecond one. If your table has n columns, each list will have n+1 elements. Each listcorresponds to one row of the table. The first element will be whatever data is in therelevant row, in the column specified by thesort_by
argument. The remaining nelements are the data in each of the table's columns, in order, including a repeatedinstance of the data in thesort_by
column.
You can divide your table into different sections using theadd_divider
method ordivider
argument toadd_row()
or even toadd_rows()
. This will add a dividing lineinto the table under the row who has this field set. So we can set up a table like this:
table=PrettyTable()table.field_names= ["City name","Area","Population","Annual Rainfall"]table.add_row(["Adelaide",1295,1158259,600.5])table.add_divider()table.add_row(["Brisbane",5905,1857594,1146.4],divider=True)table.add_rows( [["Darwin",112,120900,1714.7], ["Hobart",1357,205556,619.5]],divider=True)table.add_row(["Melbourne",1566,3806092,646.9])table.add_row(["Perth",5386,1554769,869.4])table.add_row(["Sydney",2058,4336374,1214.8])
to get a table like this:
+-----------+------+------------+-----------------+| City name | Area | Population | Annual Rainfall |+-----------+------+------------+-----------------+| Adelaide | 1295 | 1158259 | 600.5 |+-----------+------+------------+-----------------+| Brisbane | 5905 | 1857594 | 1146.4 |+-----------+------+------------+-----------------+| Darwin | 112 | 120900 | 1714.7 || Hobart | 1357 | 205556 | 619.5 |+-----------+------+------------+-----------------+| Melbourne | 1566 | 3806092 | 646.9 || Perth | 5386 | 1554769 | 869.4 || Sydney | 2058 | 4336374 | 1214.8 |+-----------+------+------------+-----------------+
Any added dividers will be removed if a table is sorted.
By default, PrettyTable produces ASCII tables that look like the ones used in SQLdatabase shells. But it can print them in a variety of other formats as well. If theformat you want to use is common, PrettyTable makes this easy for you to do using theset_style
method. If you want to produce an uncommon table, you'll have to do thingsslightly harder (see later).
You can set the style for your table using theset_style
method before any calls toprint
orget_string
. Here's how to print a table in Markdown format:
fromprettytableimportTableStyletable.set_style(TableStyle.MARKDOWN)print(table)
In addition toMARKDOWN
you can use these in-built styles:
DEFAULT
- The default look, used to undo any style changes you may have madePLAIN_COLUMNS
- A borderless style that works well with command line programs forcolumnar dataMSWORD_FRIENDLY
- A format which works nicely with Microsoft Word's "Convert totable" featureORGMODE
- A table style that fitsOrg mode syntaxSINGLE_BORDER
andDOUBLE_BORDER
- Styles that use continuous single/double borderlines with Box drawing characters for a fancier display on terminal
Other styles are likely to appear in future releases.
If you want to display your table in a style other than one of the in-built styleslisted above, you'll have to set things up the hard way.
Don't worry, it's not really that hard!
PrettyTable has a number of style options which control various aspects of how tablesare displayed. You have the freedom to set each of these options individually towhatever you prefer. Theset_style
method just does this automatically for you.
The options are:
Option | Details |
---|---|
border | A Boolean option (must beTrue orFalse ). Controls whether a border is drawn inside and around the table. |
preserve_internal_border | A Boolean option (must beTrue orFalse ). Controls whether borders are still drawn within the table even whenborder=False . |
header | A Boolean option (must beTrue orFalse ). Controls whether the first row of the table is a header showing the names of all the fields. |
hrules | Controls printing of horizontal rules after rows. Allowed values:FRAME ,HEADER ,ALL ,NONE . |
HEADER ,ALL ,NONE | These are variables defined inside theprettytable module so make sure you import them or useprettytable.FRAME etc. |
vrules | Controls printing of vertical rules between columns. Allowed values:FRAME ,ALL ,NONE . |
int_format | A string which controls the way integer data is printed. This works like:print("%<int_format>d" % data) . |
float_format | A string which controls the way floating point data is printed. This works like:print("%<float_format>f" % data) . |
custom_format | A dictionary of field and callable. This allows you to set any format you wantpf.custom_format["my_col_int"] = lambda f, v: f"{v:,}" . The type of the callable isCallable[[str, Any], str] |
padding_width | Number of spaces on either side of column data (only used if left and right paddings areNone ). |
left_padding_width | Number of spaces on left-hand side of column data. |
right_padding_width | Number of spaces on right-hand side of column data. |
vertical_char | Single character string used to draw vertical lines. Default:| . |
horizontal_char | Single character string used to draw horizontal lines. Default:- . |
_horizontal_align_char | Single character string used to indicate column alignment in horizontal lines. Default:: for Markdown, otherwiseNone . |
junction_char | Single character string used to draw line junctions. Default:+ . |
top_junction_char | Single character string used to draw top line junctions. Default:junction_char . |
bottom_junction_char | single character string used to draw bottom line junctions. Default:junction_char . |
right_junction_char | Single character string used to draw right line junctions. Default:junction_char . |
left_junction_char | Single character string used to draw left line junctions. Default:junction_char . |
top_right_junction_char | Single character string used to draw top-right line junctions. Default:junction_char . |
top_left_junction_char | Single character string used to draw top-left line junctions. Default:junction_char . |
bottom_right_junction_char | Single character string used to draw bottom-right line junctions. Default:junction_char . |
bottom_left_junction_char | Single character string used to draw bottom-left line junctions. Default:junction_char . |
min_table_width | Number of characters used for the minimum total table width. |
max_table_width | Number of characters used for the maximum total table width. |
max_width | Number of characters used for maximum width of a column. |
min_width | Number of characters used for minimum width of a column. |
use_header_width | A Boolean option (must beTrue orFalse ). Controls whether the width of the header is used for computing column width. Default:True . |
break_on_hyphens | Whether long lines are wrapped on hyphens. Default:True . |
You can set the style options to your own settings in two ways:
If you want to print your table with a different style several times, you can set youroption for the long term just by changing the appropriate attributes. If you never wantyour tables to have borders you can do this:
table.border=Falseprint(table)print(table)print(table)
Neither of the 3 tables printed by this will have borders, even if you do things likeadd extra rows in between them. The lack of borders will last until you do:
table.border=True
to turn them on again. This sort of long-term setting is exactly howset_style
works.set_style
just sets a bunch of attributes to pre-set values for you.
Note that if you know what style options you want at the moment you are creating yourtable, you can specify them using keyword arguments to the constructor. For example, thefollowing two code blocks are equivalent:
table=PrettyTable()table.border=Falsetable.header=Falsetable.padding_width=5table=PrettyTable(border=False,header=False,padding_width=5)
If you don't want to make long-term style changes by changing an attribute like in theprevious section, you can make changes that last for just oneget_string
by givingthose methods keyword arguments. To print two "normal" tables with one borderless tablebetween them, you could do this:
print(table)print(table.get_string(border=False))print(table)
PrettyTable has the functionality of printing your table with ANSI color codes. Thisincludes support for most Windows versions throughColorama. To get started, import theColorTable
class instead ofPrettyTable
.
-from prettytable import PrettyTable+from prettytable.colortable import ColorTable
TheColorTable
class can be used the same asPrettyTable
, but it adds an extraproperty. You can now specify a customtheme that will format your table with colors.
fromprettytable.colortableimportColorTable,Themestable=ColorTable(theme=Themes.OCEAN)print(table)
TheTheme
class allows you to customize both the characters and colors used in yourtable.
Argument | Description |
---|---|
default_color | The color to use as default |
vertical_char ,horizontal_char , andjunction_char | The characters used for creating the outline of the table |
vertical_color ,horizontal_color , andjunction_color | The colors used to style each character. |
Note: Colors are formatted with the
Theme.format_code(s: str)
function. Itaccepts a string. If the string starts with an escape code (like\x1b
) then it willreturn the given string. If the string is just whitespace, it will return""
. If thestring is a number (like"34"
), it will automatically format it into an escape code.I recommend you look into the source code for more information.
PrettyTable will also print your tables in JSON, as a list of fields and an array ofrows. Just like in ASCII form, you can actually get a string representation - just useget_json_string()
.
PrettyTable can also print your tables in MediaWiki table markup, making it easy toformat tables for wikis. Similar to the ASCII format, you can get a stringrepresentation usingget_mediawiki_string()
.
PrettyTable will also print your tables in HTML form, as<table>
s. Just like in ASCIIform, you can actually get a string representation - just useget_html_string()
. HTMLprinting supports thefields
,start
,end
,sortby
andreversesort
arguments inexactly the same way as ASCII printing.
By default, PrettyTable outputs HTML for "vanilla" tables. The HTML code is quitesimple. It looks like this:
<table><thead><tr><th>City name</th><th>Area</th><th>Population</th><th>Annual Rainfall</th></tr></thead><tbody><tr><td>Adelaide</td><td>1295</td><td>1158259</td><td>600.5</td></tr><tr><td>Brisbane</td><td>5905</td><td>1857594</td><td>1146.4</td> ...</tr></tbody></table>
If you like, you can ask PrettyTable to do its best to mimic the style options that yourtable has set using inline CSS. This is done by giving aformat=True
keyword argumenttoget_html_string
method. Note that if youalways want to print formatted HTML youcan do:
table.format=True
and the setting will persist until you turn it off.
Just like with ASCII tables, if you want to change the table's style for just oneget_html_string
you can pass those methods' keyword arguments - exactly likeprint
andget_string
.
You can provide a dictionary of HTML attribute name/value pairs to theget_html_string
method using theattributes
keyword argument. This lets you specify common HTMLattributes likeid
andclass
that can be used for linking to your tables orcustomising their appearance using CSS. For example:
print(table.get_html_string(attributes={"id":"my_table","class":"red_table"}))
will print:
<tableid="my_table"class="red_table"><thead><tr><th>City name</th><th>Area</th><th>Population</th><th>Annual Rainfall</th></tr></thead><tbody><tr> ... ... ...</tr></tbody></table>
By default, PrettyTable will escape the data contained in the header and data fieldswhen sending output to HTML. This can be disabled by setting theescape_header
andescape_data
to false. For example:
print(table.get_html_string(escape_header=False,escape_data=False))
You can call thecopy
method on a PrettyTable object without arguments to return anidentical independent copy of the table.
If you want a copy of a PrettyTable object with just a subset of the rows, you can uselist slicing notation:
new_table=old_table[0:5]
After editing files, use theBlack linter to auto-formatchanged lines.
python -m pip install blackblack prettytable*.py
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Display tabular data in a visually appealing ASCII table format