# Camelot: PDF Table Parsing for Humans

Camelot is a Python library and command-line tool for extracting tables from PDF files.

## Usage

### API

<pre>
>>> import camelot
>>> tables = camelot.read_pdf("foo.pdf")
>>> tables
&lt;TableList n=2&gt;
>>> tables.export("foo.csv", f="csv", compress=True) # json, excel, html
>>> tables[0]
&lt;Table shape=(3,4)&gt;
>>> tables[0].parsing_report
{
    "accuracy": 96,
    "whitespace": 80,
    "order": 1,
    "page": 1
}
>>> tables[0].to_csv("foo.csv") # to_json, to_excel, to_html
>>> tables[0].df
</pre>

### Command-line interface

<pre>
$ camelot --help
Usage: camelot [OPTIONS] FILEPATH

Options:
  -p, --pages TEXT                Comma-separated page numbers to parse.
                                  Example: 1,3,4 or 1,4-end
  -o, --output TEXT               Output filepath.
  -f, --format [csv|json|excel|html]
                                  Output file format.
  -z, --zip                       Whether or not to create a ZIP archive.
  -m, --mesh                      Whether or not to use Lattice method of
                                  parsing. Stream is used by default.
  -T, --table_area TEXT           Table areas (x1,y1,x2,y2) to process.
                                  x1, y1
                                  -> left-top and x2, y2 -> right-bottom
  -split, --split_text            Whether or not to split text if it spans
                                  across multiple cells.
  -flag, --flag_size              (inactive) Whether or not to flag text which
                                  has uncommon size. (Useful to detect
                                  super/subscripts)
  -M, --margins &lt;FLOAT FLOAT FLOAT&gt;...
                                  char_margin, line_margin, word_margin for
                                  PDFMiner.
  -C, --columns TEXT              x-coordinates of column separators.
  -r, --row_close_tol INTEGER     Rows will be formed by combining text
                                  vertically within this tolerance.
  -c, --col_close_tol INTEGER     Columns will be formed by combining text
                                  horizontally within this tolerance.
  -back, --process_background     (with --mesh) Whether or not to process
                                  lines that are in background.
  -scale, --line_size_scaling INTEGER
                                  (with --mesh) Factor by which the page
                                  dimensions will be divided to get smallest
                                  length of detected lines.
  -copy, --copy_text [h|v]        (with --mesh) Specify direction in which
                                  text will be copied over in a spanning cell.
  -shift, --shift_text [l|r|t|b]  (with --mesh) Specify direction in which
                                  text in a spanning cell should flow.
  -l, --line_close_tol INTEGER    (with --mesh) Tolerance parameter used to
                                  merge close vertical lines and close
                                  horizontal lines.
  -j, --joint_close_tol INTEGER   (with --mesh) Tolerance parameter used to
                                  decide whether the detected lines and points
                                  lie close to each other.
  -block, --threshold_blocksize INTEGER
                                  (with --mesh) For adaptive thresholding,
                                  size of a pixel neighborhood that is used to
                                  calculate a threshold value for the pixel:
                                  3, 5, 7, and so on.
  -const, --threshold_constant INTEGER
                                  (with --mesh) For adaptive thresholding,
                                  constant subtracted from the mean or
                                  weighted mean.
                                  Normally, it is positive but
                                  may be zero or negative as well.
  -I, --iterations INTEGER        (with --mesh) Number of times for
                                  erosion/dilation is applied.
  -G, --geometry_type [text|table|contour|joint|line]
                                  Plot geometry found on pdf page for
                                  debugging.
                                  text: Plot text objects. (Useful to get
                                        table_area and columns coordinates)
                                  table: Plot parsed table.
                                  contour (with --mesh): Plot detected rectangles.
                                  joint (with --mesh): Plot detected line intersections.
                                  line (with --mesh): Plot detected lines.
  --help                          Show this message and exit.
</pre>

## Dependencies

The dependencies include [tk](https://wiki.tcl.tk/3743) and [ghostscript](https://www.ghostscript.com/).

## Installation

Make sure you have the most updated versions for `pip` and `setuptools`. You can update them by

<pre>
$ pip install -U pip setuptools
</pre>

### Installing dependencies

tk and ghostscript can be installed using your system's default package manager.

#### Linux

* Ubuntu

<pre>
$ sudo apt-get install python-tk ghostscript
</pre>

* Arch Linux

<pre>
$ sudo pacman -S tk ghostscript
</pre>

#### OS X

<pre>
$ brew install tcl-tk ghostscript
</pre>

Finally, `cd` into the project directory and install by

<pre>
$ python setup.py install
</pre>

## Development

### Code

You can check the latest sources with the command:

<pre>
git clone https://github.com/socialcopsdev/camelot.git
</pre>

### Contributing

See [Contributing guidelines]().

### Testing

<pre>
$ python setup.py test
</pre>