From aae2c6b3d4b565d5474dff576977283ef67f5dc4 Mon Sep 17 00:00:00 2001 From: pevisscher <2388946+pevisscher@users.noreply.github.com> Date: Mon, 24 Aug 2020 16:51:06 +0200 Subject: [PATCH 1/9] use correct re.sub signature `text_strip` currently passes the regex flags as the count parameters, which is hardcoded to `re.UNICODE` (value 32), and thus only replaces the first 32 values. see https://docs.python.org/3/library/re.html#re.sub for the signature --- camelot/utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/camelot/utils.py b/camelot/utils.py index 83974f9..3e8ab96 100644 --- a/camelot/utils.py +++ b/camelot/utils.py @@ -411,7 +411,7 @@ def text_strip(text, strip=""): return text stripped = re.sub( - fr"[{''.join(map(re.escape, strip))}]", "", text, re.UNICODE + fr"[{''.join(map(re.escape, strip))}]", "", text, flags=re.UNICODE ) return stripped From 5d20d56e48c79faa564a0588997807e904c3c788 Mon Sep 17 00:00:00 2001 From: Vinayak Mehta Date: Tue, 25 Aug 2020 22:50:31 +0530 Subject: [PATCH 2/9] Prevent taking max of an empty set --- camelot/parsers/stream.py | 80 +++++++++++++++++-------------- tests/files/blank.pdf | Bin 4909 -> 0 bytes tests/files/empty.pdf | Bin 0 -> 2353 bytes tests/files/only_page_number.pdf | Bin 0 -> 2437 bytes tests/test_cli.py | 4 +- tests/test_errors.py | 26 ++++++++-- 6 files changed, 67 insertions(+), 43 deletions(-) delete mode 100755 tests/files/blank.pdf create mode 100644 tests/files/empty.pdf create mode 100644 tests/files/only_page_number.pdf diff --git a/camelot/parsers/stream.py b/camelot/parsers/stream.py index 3749028..39a0464 100644 --- a/camelot/parsers/stream.py +++ b/camelot/parsers/stream.py @@ -121,6 +121,7 @@ class Stream(BaseParser): row_y = 0 rows = [] temp = [] + for t in text: # is checking for upright necessary? # if t.get_text().strip() and all([obj.upright for obj in t._objs if @@ -131,8 +132,10 @@ class Stream(BaseParser): temp = [] row_y = t.y0 temp.append(t) + rows.append(sorted(temp, key=lambda t: t.x0)) - __ = rows.pop(0) # TODO: hacky + if len(rows) > 1: + __ = rows.pop(0) # TODO: hacky return rows @staticmethod @@ -345,43 +348,46 @@ class Stream(BaseParser): else: # calculate mode of the list of number of elements in # each row to guess the number of columns - ncols = max(set(elements), key=elements.count) - if ncols == 1: - # if mode is 1, the page usually contains not tables - # but there can be cases where the list can be skewed, - # try to remove all 1s from list in this case and - # see if the list contains elements, if yes, then use - # the mode after removing 1s - elements = list(filter(lambda x: x != 1, elements)) - if len(elements): - ncols = max(set(elements), key=elements.count) - else: - warnings.warn( - f"No tables found in table area {table_idx + 1}" + if not len(elements): + cols = [(text_x_min, text_x_max)] + else: + ncols = max(set(elements), key=elements.count) + if ncols == 1: + # if mode is 1, the page usually contains not tables + # but there can be cases where the list can be skewed, + # try to remove all 1s from list in this case and + # see if the list contains elements, if yes, then use + # the mode after removing 1s + elements = list(filter(lambda x: x != 1, elements)) + if len(elements): + ncols = max(set(elements), key=elements.count) + else: + warnings.warn( + f"No tables found in table area {table_idx + 1}" + ) + cols = [(t.x0, t.x1) for r in rows_grouped if len(r) == ncols for t in r] + cols = self._merge_columns(sorted(cols), column_tol=self.column_tol) + inner_text = [] + for i in range(1, len(cols)): + left = cols[i - 1][1] + right = cols[i][0] + inner_text.extend( + [ + t + for direction in self.t_bbox + for t in self.t_bbox[direction] + if t.x0 > left and t.x1 < right + ] ) - cols = [(t.x0, t.x1) for r in rows_grouped if len(r) == ncols for t in r] - cols = self._merge_columns(sorted(cols), column_tol=self.column_tol) - inner_text = [] - for i in range(1, len(cols)): - left = cols[i - 1][1] - right = cols[i][0] - inner_text.extend( - [ - t - for direction in self.t_bbox - for t in self.t_bbox[direction] - if t.x0 > left and t.x1 < right - ] - ) - outer_text = [ - t - for direction in self.t_bbox - for t in self.t_bbox[direction] - if t.x0 > cols[-1][1] or t.x1 < cols[0][0] - ] - inner_text.extend(outer_text) - cols = self._add_columns(cols, inner_text, self.row_tol) - cols = self._join_columns(cols, text_x_min, text_x_max) + outer_text = [ + t + for direction in self.t_bbox + for t in self.t_bbox[direction] + if t.x0 > cols[-1][1] or t.x1 < cols[0][0] + ] + inner_text.extend(outer_text) + cols = self._add_columns(cols, inner_text, self.row_tol) + cols = self._join_columns(cols, text_x_min, text_x_max) return cols, rows diff --git a/tests/files/blank.pdf b/tests/files/blank.pdf deleted file mode 100755 index 99540f1ed9ad31edd2a29ea7d5ab3ed081243dd4..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4909 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z=WvU)r-t`a^EjoXt#^h`%iPx(tcFkErJCyme?@3HPI`Ii2<+gl2! j!KH;H$r%xbE|ut%CH#sb9Hx1JsNlYI#>NglHs|~U Date: Fri, 28 Aug 2020 17:52:21 +0530 Subject: [PATCH 3/9] Update year --- LICENSE | 9 ++------- docs/conf.py | 2 +- 2 files changed, 3 insertions(+), 8 deletions(-) diff --git a/LICENSE b/LICENSE index 9a71f13..da379bb 100644 --- a/LICENSE +++ b/LICENSE @@ -1,12 +1,7 @@ MIT License -Modifications: - -Copyright (c) 2019 Camelot Developers - -Original project: - -Copyright (c) 2018 Peeply Private Ltd (Singapore) +Copyright (c) 2019-2020 Camelot Developers +Copyright (c) 2018-2019 Peeply Private Ltd (Singapore) Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal diff --git a/docs/conf.py b/docs/conf.py index ee9f57f..018f393 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -63,7 +63,7 @@ master_doc = 'index' # General information about the project. project = u'Camelot' -copyright = u'2019, Camelot Developers' +copyright = u'2020, Camelot Developers' author = u'Vinayak Mehta' # The version info for the project you're documenting, acts as replacement for From 0a3944e54d133b701edfe9c7546ff11289301ba8 Mon Sep 17 00:00:00 2001 From: Vinayak Mehta Date: Mon, 7 Sep 2020 23:39:49 +0530 Subject: [PATCH 4/9] Add bug report template --- .github/ISSUE_TEMPLATE/bug_report.md | 48 ++++++++++++++++++++++++++++ 1 file changed, 48 insertions(+) create mode 100644 .github/ISSUE_TEMPLATE/bug_report.md diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md new file mode 100644 index 0000000..c45e34f --- /dev/null +++ b/.github/ISSUE_TEMPLATE/bug_report.md @@ -0,0 +1,48 @@ +--- +name: Bug report +about: Please follow this template to submit bug reports. +title: '' +labels: bug +assignees: '' + +--- + + + +**Describe the bug** +A clear and concise description of what the bug is. + +**Steps to reproduce the bug** +Steps used to install `camelot`: +1. Add step here (you can add more steps too) + +Steps to reproduce the behavior: +1. Add step here (you can add more steps too) + +**Expected behavior** +A clear and concise description of what you expected to happen. + +**Code** +Add the Camelot code snippet that you used. +``` +import camelot + +# add your code here +``` + +**PDF** +Add the PDF file that you want to extract tables from. + +**Screenshots** +If applicable, add screenshots to help explain your problem. + +**Environment** + - OS: [e.g. MacOS] + - Python version: + - Numpy version: + - OpenCV version: + - Ghostscript version: + - Camelot version: + +**Additional context** +Add any other context about the problem here. From 2a7a4f5b349329a2cd66fe1b8ba1418daba1289e Mon Sep 17 00:00:00 2001 From: Vinayak Mehta Date: Tue, 8 Sep 2020 00:35:32 +0530 Subject: [PATCH 5/9] Update README and index.rst --- README.md | 65 +++++++++++++++----------------------------------- docs/index.rst | 38 ++++++++++++++--------------- 2 files changed, 37 insertions(+), 66 deletions(-) diff --git a/README.md b/README.md index 74cef27..8324b9f 100644 --- a/README.md +++ b/README.md @@ -10,13 +10,13 @@ [![image](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/ambv/black) [![image](https://img.shields.io/badge/continous%20quality-deepsource-lightgrey)](https://deepsource.io/gh/camelot-dev/camelot/?ref=repository-badge) -**Camelot** is a Python library that makes it easy for *anyone* to extract tables from PDF files! +**Camelot** is a Python library that can help you extract tables from PDFs! -**Note:** You can also check out [Excalibur](https://github.com/camelot-dev/excalibur), which is a web interface for Camelot! +**Note:** You can also check out [Excalibur](https://github.com/camelot-dev/excalibur), the web interface to Camelot! --- -**Here's how you can extract tables from PDF files.** Check out the PDF used in this example [here](https://github.com/camelot-dev/camelot/blob/master/docs/_static/pdf/foo.pdf). +**Here's how you can extract tables from PDFs.** You can check out the PDF used in this example [here](https://github.com/camelot-dev/camelot/blob/master/docs/_static/pdf/foo.pdf). 
 >>> import camelot
@@ -46,24 +46,27 @@
 | 2032_2     | 0.17      | 57.8          | 21.7%                | 0.3%            | 2.7%            | 1.2%           |
 | 4171_1     | 0.07      | 173.9         | 58.1%                | 1.6%            | 2.1%            | 0.5%           |
 
-There's a [command-line interface](https://camelot-py.readthedocs.io/en/master/user/cli.html) too!
+Camelot also comes packaged with a [command-line interface](https://camelot-py.readthedocs.io/en/master/user/cli.html)!
 
 **Note:** Camelot only works with text-based PDFs and not scanned documents. (As Tabula [explains](https://github.com/tabulapdf/tabula#why-tabula), "If you can click and drag to select text in your table in a PDF viewer, then your PDF is text-based".)
 
 ## Why Camelot?
 
-- **You are in control.**: Unlike other libraries and tools which either give a nice output or fail miserably (with no in-between), Camelot gives you the power to tweak table extraction. (This is important since everything in the real world, including PDF table extraction, is fuzzy.)
-- *Bad* tables can be discarded based on **metrics** like accuracy and whitespace, without ever having to manually look at each table.
-- Each table is a **pandas DataFrame**, which seamlessly integrates into [ETL and data analysis workflows](https://gist.github.com/vinayak-mehta/e5949f7c2410a0e12f25d3682dc9e873).
-- **Export** to multiple formats, including JSON, Excel, HTML and Sqlite.
+- **Configurability**: Camelot gives you control over the table extraction process with its [tweakable settings](https://camelot-py.readthedocs.io/en/master/user/advanced.html).
+- **Metrics**: Bad tables can be discarded based on metrics like accuracy and whitespace, without having to manually look at each table.
+- **Output**: Each table is extracted into a **pandas DataFrame**, which seamlessly integrates into [ETL and data analysis workflows](https://gist.github.com/vinayak-mehta/e5949f7c2410a0e12f25d3682dc9e873). You can also export tables to multiple formats, which include CSV, JSON, Excel, HTML and Sqlite.
 
-See [comparison with other PDF table extraction libraries and tools](https://github.com/camelot-dev/camelot/wiki/Comparison-with-other-PDF-Table-Extraction-libraries-and-tools).
+See [comparison with similar libraries and tools](https://github.com/camelot-dev/camelot/wiki/Comparison-with-other-PDF-Table-Extraction-libraries-and-tools).
+
+## Support the development
+
+If Camelot has helped you, please consider supporting its development with a one-time or monthly donation [on OpenCollective](https://opencollective.com/camelot).
 
 ## Installation
 
 ### Using conda
 
-The easiest way to install Camelot is to install it with [conda](https://conda.io/docs/), which is a package manager and  environment management system for the [Anaconda](http://docs.continuum.io/anaconda/) distribution.
+The easiest way to install Camelot is with [conda](https://conda.io/docs/), which is a package manager and environment management system for the [Anaconda](http://docs.continuum.io/anaconda/) distribution.
 
 
 $ conda install -c conda-forge camelot-py
@@ -71,7 +74,7 @@ $ conda install -c conda-forge camelot-py
 
 ### Using pip
 
-After [installing the dependencies](https://camelot-py.readthedocs.io/en/master/user/install-deps.html) ([tk](https://packages.ubuntu.com/bionic/python/python-tk) and [ghostscript](https://www.ghostscript.com/)), you can simply use pip to install Camelot:
+After [installing the dependencies](https://camelot-py.readthedocs.io/en/master/user/install-deps.html) ([tk](https://packages.ubuntu.com/bionic/python/python-tk) and [ghostscript](https://www.ghostscript.com/)), you can also just use pip to install Camelot:
 
 
 $ pip install "camelot-py[cv]"
@@ -94,40 +97,16 @@ $ pip install ".[cv]"
 
 ## Documentation
 
-Great documentation is available at [http://camelot-py.readthedocs.io/](http://camelot-py.readthedocs.io/).
-
-## Development
-
-The [Contributor's Guide](https://camelot-py.readthedocs.io/en/master/dev/contributing.html) has detailed information about contributing code, documentation, tests and more. We've included some basic information in this README.
-
-### Source code
-
-You can check the latest sources with:
-
-
-$ git clone https://www.github.com/camelot-dev/camelot
-

-
-### Setting up a development environment
-
-You can install the development dependencies easily, using pip:
-
-
-$ pip install "camelot-py[dev]"
-

-
-### Testing
-
-After installation, you can run tests using:
-
-
-$ python setup.py test
-

+The documentation is available at [http://camelot-py.readthedocs.io/](http://camelot-py.readthedocs.io/).
 
 ## Wrappers
 
 - [camelot-php](https://github.com/randomstate/camelot-php) provides a [PHP](https://www.php.net/) wrapper on Camelot.
 
+## Contributing
+
+The [Contributor's Guide](https://camelot-py.readthedocs.io/en/master/dev/contributing.html) has detailed information about contributing issues, documentation, code, and tests.
+
 ## Versioning
 
 Camelot uses [Semantic Versioning](https://semver.org/). For the available versions, see the tags on this repository. For the changelog, you can check out [HISTORY.md](https://github.com/camelot-dev/camelot/blob/master/HISTORY.md).
@@ -135,9 +114,3 @@ Camelot uses [Semantic Versioning](https://semver.org/). For the available versi
 ## License
 
 This project is licensed under the MIT License, see the [LICENSE](https://github.com/camelot-dev/camelot/blob/master/LICENSE) file for details.
-
-## Support the development
-
-You can support our work on Camelot with a one-time or monthly donation [on OpenCollective](https://opencollective.com/camelot). Organizations who use camelot can also sponsor the project for an acknowledgement on [our documentation site](https://camelot-py.readthedocs.io/en/master/) and this README.
-
-Special thanks to all the users, organizations and contributors that support Camelot!
diff --git a/docs/index.rst b/docs/index.rst
index 950240e..c3e1de4 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -36,15 +36,15 @@ Release v\ |version|. (:ref:`Installation `)
 .. image:: https://img.shields.io/badge/continous%20quality-deepsource-lightgrey
     :target: https://deepsource.io/gh/camelot-dev/camelot/?ref=repository-badge
 
-**Camelot** is a Python library that makes it easy for *anyone* to extract tables from PDF files!
+**Camelot** is a Python library that can help you extract tables from PDFs!
 
-.. note:: You can also check out `Excalibur`_, which is a web interface for Camelot!
+.. note:: You can also check out `Excalibur`_, the web interface to Camelot!
 
 .. _Excalibur: https://github.com/camelot-dev/excalibur
 
 ----
 
-**Here's how you can extract tables from PDF files.** Check out the PDF used in this example `here`_.
+**Here's how you can extract tables from PDFs.** You can check out the PDF used in this example `here`_.
 
 .. _here: _static/pdf/foo.pdf
 
@@ -70,7 +70,7 @@ Release v\ |version|. (:ref:`Installation `)
 .. csv-table::
   :file: _static/csv/foo.csv
 
-There's a :ref:`command-line interface ` too!
+Camelot also comes packaged with a :ref:`command-line interface `!
 
 .. note:: Camelot only works with text-based PDFs and not scanned documents. (As Tabula `explains`_, "If you can click and drag to select text in your table in a PDF viewer, then your PDF is text-based".)
 
@@ -79,27 +79,27 @@ There's a :ref:`command-line interface ` too!
 Why Camelot?
 ------------
 
-- **You are in control.** Unlike other libraries and tools which either give a nice output or fail miserably (with no in-between), Camelot gives you the power to tweak table extraction. (This is important since everything in the real world, including PDF table extraction, is fuzzy.)
-- *Bad* tables can be discarded based on **metrics** like accuracy and whitespace, without ever having to manually look at each table.
-- Each table is a **pandas DataFrame**, which seamlessly integrates into `ETL and data analysis workflows`_.
-- **Export** to multiple formats, including JSON, Excel and HTML.
-
-See `comparison with other PDF table extraction libraries and tools`_.
+- **Configurability**: Camelot gives you control over the table extraction process with its :ref:`tweakable settings `.
+- **Metrics**: Bad tables can be discarded based on metrics like accuracy and whitespace, without having to manually look at each table.
+- **Output**: Each table is extracted into a **pandas DataFrame**, which seamlessly integrates into `ETL and data analysis workflows`_. You can also export tables to multiple formats, which include CSV, JSON, Excel, HTML and Sqlite.
 
 .. _ETL and data analysis workflows: https://gist.github.com/vinayak-mehta/e5949f7c2410a0e12f25d3682dc9e873
-.. _comparison with other PDF table extraction libraries and tools: https://github.com/camelot-dev/camelot/wiki/Comparison-with-other-PDF-Table-Extraction-libraries-and-tools
 
-Support us on OpenCollective
-----------------------------
+See `comparison with similar libraries and tools`_.
 
-If Camelot helped you extract tables from PDFs, please consider supporting its development by `becoming a backer or a sponsor on OpenCollective`_!
+.. _comparison with similar libraries and tools: https://github.com/camelot-dev/camelot/wiki/Comparison-with-other-PDF-Table-Extraction-libraries-and-tools
 
-.. _becoming a backer or a sponsor on OpenCollective: https://opencollective.com/camelot
+Support the development
+-----------------------
+
+If Camelot has helped you, please consider supporting its development with a one-time or monthly donation `on OpenCollective`_!
+
+.. _on OpenCollective: https://opencollective.com/camelot
 
 The User Guide
 --------------
 
-This part of the documentation begins with some background information about why Camelot was created, takes a small dip into the implementation details and then focuses on step-by-step instructions for getting the most out of Camelot.
+This part of the documentation begins with some background information about why Camelot was created, takes you through some implementation details, and then focuses on step-by-step instructions for getting the most out of Camelot.
 
 .. toctree::
    :maxdepth: 2
@@ -115,8 +115,7 @@ This part of the documentation begins with some background information about why
 The API Documentation/Guide
 ---------------------------
 
-If you are looking for information on a specific function, class, or method,
-this part of the documentation is for you.
+If you are looking for information on a specific function, class, or method, this part of the documentation is for you.
 
 .. toctree::
    :maxdepth: 2
@@ -126,8 +125,7 @@ this part of the documentation is for you.
 The Contributor Guide
 ---------------------
 
-If you want to contribute to the project, this part of the documentation is for
-you.
+If you want to contribute to the project, this part of the documentation is for you.
 
 .. toctree::
    :maxdepth: 2

From 468512a8cdbd6211667c45ea1898c72668f4ca80 Mon Sep 17 00:00:00 2001
From: Jim Hall 
Date: Thu, 8 Oct 2020 08:21:34 -0400
Subject: [PATCH 6/9] Language added to confirm proper installation of
 ghostscript libraries

---
 docs/user/install-deps.rst | 28 ++++++++++++++++++++++++++++
 1 file changed, 28 insertions(+)

diff --git a/docs/user/install-deps.rst b/docs/user/install-deps.rst
index f0ce2ae..fb37806 100755
--- a/docs/user/install-deps.rst
+++ b/docs/user/install-deps.rst
@@ -72,3 +72,31 @@ Or for Windows 32-bit::
     C:\> gswin32c.exe -version
 
 If you have ghostscript, you should see the ghostscript version and copyright information.
+
+If you choose not to install ghostscript using the Camelot `OS-specific
+instructions`_, there is risk of an incomplete installation (for example,
+the choosen distribution only installs the ghostscript ``gs`` binary and not
+the libraries).
+
+.. _OS-specific instructions: #os-specific-instructions
+
+If the ghostscript application libraries are not installed correctly, the
+attempt to use ``read_pdf`` (using the example on the Camelot home page) will
+fail as follows (Traceback truncated - full example stack trace available
+`here`_)::
+
+    >>> import camelot
+    >>> tables = camelot.read_pdf('foo.pdf')
+    OSError: dlopen(libgs.so, 6): image not found
+
+.. _here: https://github.com/camelot-dev/camelot/issues/193
+
+A correct installation of ghostscript will result in the example returning a
+TableList object::
+
+    >>> import camelot
+    >>> tables = camelot.read_pdf('foo.pdf')
+    >>> tables
+    
+
+

From de6faa7af1211a6bd1efc26dcde896d8734420dc Mon Sep 17 00:00:00 2001
From: Vinayak Mehta 
Date: Sun, 18 Oct 2020 03:13:21 +0530
Subject: [PATCH 7/9] Add new checks

---
 docs/user/install-deps.rst | 111 ++++++++++++-------------------------
 docs/user/install.rst      |  33 +++++------
 2 files changed, 48 insertions(+), 96 deletions(-)

diff --git a/docs/user/install-deps.rst b/docs/user/install-deps.rst
index fb37806..461a1d3 100755
--- a/docs/user/install-deps.rst
+++ b/docs/user/install-deps.rst
@@ -3,100 +3,59 @@
 Installation of dependencies
 ============================
 
-The dependencies `Tkinter`_ and `ghostscript`_ can be installed using your system's package manager. You can run one of the following, based on your OS.
-
-.. _Tkinter: https://wiki.python.org/moin/TkInter
-.. _ghostscript: https://www.ghostscript.com
+The dependencies `Ghostscript `_ and `Tkinter `_ can be installed using your system's package manager or by running their installer.
 
 OS-specific instructions
 ------------------------
 
-For Ubuntu
-^^^^^^^^^^
+Ubuntu
+^^^^^^
 ::
 
-    $ apt install python-tk ghostscript
+    $ apt install ghostscript python3-tk
 
-Or for Python 3::
-
-    $ apt install python3-tk ghostscript
-
-For macOS
-^^^^^^^^^
+MacOS
+^^^^^
 ::
 
-    $ brew install tcl-tk ghostscript
+    $ brew install ghostscript tcl-tk
 
-For Windows
-^^^^^^^^^^^
+Windows
+^^^^^^^
 
-For Tkinter, you can download the `ActiveTcl Community Edition`_ from ActiveState. For ghostscript, you can get the installer at the `ghostscript downloads page`_.
+For Ghostscript, you can get the installer at their `downloads page `_. And for Tkinter, you can download the `ActiveTcl Community Edition `_ from ActiveState.
 
-.. _ActiveTcl Community Edition: https://www.activestate.com/activetcl/downloads
-.. _ghostscript downloads page: https://www.ghostscript.com/download/gsdnld.html
-.. _as shown here: https://java.com/en/download/help/path.xml
+Checks to see if dependencies are installed correctly
+-----------------------------------------------------
 
-Checks to see if dependencies were installed correctly
-------------------------------------------------------
+You can run the following checks to see if the dependencies were installed correctly.
 
-You can do the following checks to see if the dependencies were installed correctly.
+For Ghostscript
+^^^^^^^^^^^^^^^
+
+Open the Python REPL and run the following:
+
+For Ubuntu/MacOS::
+
+    >>> from ctypes.util import find_library
+    >>> find_library("gs")
+    "libgs.so.9"
+
+For Windows::
+
+    >>> from ctypes.util import find_library
+    >>> find_library("".join(("gsdll", str(ctypes.sizeof(ctypes.c_voidp) * 8), ".dll"))
+    
+
+**Check:** The output of the ``find_library`` function should not be empty.
+
+If the output is empty, then it's possible that the Ghostscript library is not available one of the ``LD_LIBRARY_PATH``/``DYLD_LIBRARY_PATH``/``PATH`` variables depending on your operating system. In this case, you may have to modify one of those path variables.
 
 For Tkinter
 ^^^^^^^^^^^
 
-Launch Python, and then at the prompt, type::
-
-    >>> import Tkinter
-
-Or in Python 3::
+Launch Python and then import Tkinter::
 
     >>> import tkinter
 
-If you have Tkinter, Python will not print an error message, and if not, you will see an ``ImportError``.
-
-For ghostscript
-^^^^^^^^^^^^^^^
-
-Run the following to check the ghostscript version.
-
-For Ubuntu/macOS::
-
-    $ gs -version
-
-For Windows::
-
-    C:\> gswin64c.exe -version
-
-Or for Windows 32-bit::
-
-    C:\> gswin32c.exe -version
-
-If you have ghostscript, you should see the ghostscript version and copyright information.
-
-If you choose not to install ghostscript using the Camelot `OS-specific
-instructions`_, there is risk of an incomplete installation (for example,
-the choosen distribution only installs the ghostscript ``gs`` binary and not
-the libraries).
-
-.. _OS-specific instructions: #os-specific-instructions
-
-If the ghostscript application libraries are not installed correctly, the
-attempt to use ``read_pdf`` (using the example on the Camelot home page) will
-fail as follows (Traceback truncated - full example stack trace available
-`here`_)::
-
-    >>> import camelot
-    >>> tables = camelot.read_pdf('foo.pdf')
-    OSError: dlopen(libgs.so, 6): image not found
-
-.. _here: https://github.com/camelot-dev/camelot/issues/193
-
-A correct installation of ghostscript will result in the example returning a
-TableList object::
-
-    >>> import camelot
-    >>> tables = camelot.read_pdf('foo.pdf')
-    >>> tables
-    
-
-
+**Check:** Importing ``tkinter`` should not raise an import error.
diff --git a/docs/user/install.rst b/docs/user/install.rst
index 422f118..e7bf89e 100644
--- a/docs/user/install.rst
+++ b/docs/user/install.rst
@@ -5,42 +5,35 @@ Installation of Camelot
 
 This part of the documentation covers the steps to install Camelot.
 
-Using conda
------------
+After :ref:`installing the dependencies `, which include `Ghostscript `_ and `Tkinter `_, you can use one of the following methods to install Camelot:
 
-The easiest way to install Camelot is to install it with `conda`_, which is a package manager and environment management system for the `Anaconda`_ distribution.
-::
+.. warning:: The ``lattice`` flavor will fail to run if Ghostscript is not installed. You may run into errors as shown in `issue #193 `_.
 
-    $ conda install -c conda-forge camelot-py
+pip
+---
 
-.. note:: Camelot is available for Python 2.7, 3.5, 3.6 and 3.7 on Linux, macOS and Windows. For Windows, you will need to install ghostscript which you can get from their `downloads page`_.
-
-.. _conda: https://conda.io/docs/
-.. _Anaconda: http://docs.continuum.io/anaconda/
-.. _downloads page: https://www.ghostscript.com/download/gsdnld.html
-.. _conda-forge: https://conda-forge.org/
-
-Using pip
----------
-
-After :ref:`installing the dependencies `, which include `Tkinter`_ and `ghostscript`_, you can simply use pip to install Camelot::
+To install Camelot from PyPI using ``pip``, please include the extra ``cv`` requirement as shown::
 
     $ pip install "camelot-py[cv]"
 
-.. _Tkinter: https://wiki.python.org/moin/TkInter
-.. _ghostscript: https://www.ghostscript.com
+conda
+-----
+
+`conda`_ is a package manager and environment management system for the `Anaconda `_ distribution. It can be used to install Camelot from the ``conda-forge`` channel::
+
+    $ conda install -c conda-forge camelot-py
 
 From the source code
 --------------------
 
-After :ref:`installing the dependencies `, you can install from the source by:
+After :ref:`installing the dependencies `, you can install Camelot from source by:
 
 1. Cloning the GitHub repository.
 ::
 
     $ git clone https://www.github.com/camelot-dev/camelot
 
-2. Then simply using pip again.
+2. And then simply using pip again.
 ::
 
     $ cd camelot

From 13a50e2ba23d51d223020a25813fde99179db49f Mon Sep 17 00:00:00 2001
From: Martin Abente Lahaye 
Date: Thu, 22 Oct 2020 11:00:00 -0300
Subject: [PATCH 8/9] handlers: Close file streams explicitly

No harm in closing these streams explicitly. Best case
scenario, this prevents descriptors leaks, worse case
scenario, it reduces the amount of  messages like the
following during tests:

ResourceWarning: unclosed file
---
 camelot/handlers.py | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/camelot/handlers.py b/camelot/handlers.py
index 6aa3a31..9ec10bb 100644
--- a/camelot/handlers.py
+++ b/camelot/handlers.py
@@ -70,7 +70,8 @@ class PDFHandler(object):
         if pages == "1":
             page_numbers.append({"start": 1, "end": 1})
         else:
-            infile = PdfFileReader(open(filepath, "rb"), strict=False)
+            instream = open(filepath, "rb")
+            infile = PdfFileReader(instream, strict=False)
             if infile.isEncrypted:
                 infile.decrypt(self.password)
             if pages == "all":
@@ -84,6 +85,7 @@ class PDFHandler(object):
                         page_numbers.append({"start": int(a), "end": int(b)})
                     else:
                         page_numbers.append({"start": int(r), "end": int(r)})
+            instream.close()
         P = []
         for p in page_numbers:
             P.extend(range(p["start"], p["end"] + 1))
@@ -122,7 +124,8 @@ class PDFHandler(object):
             if rotation != "":
                 fpath_new = "".join([froot.replace("page", "p"), "_rotated", fext])
                 os.rename(fpath, fpath_new)
-                infile = PdfFileReader(open(fpath_new, "rb"), strict=False)
+                instream = open(fpath_new, "rb")
+                infile = PdfFileReader(instream, strict=False)
                 if infile.isEncrypted:
                     infile.decrypt(self.password)
                 outfile = PdfFileWriter()
@@ -134,6 +137,7 @@ class PDFHandler(object):
                 outfile.addPage(p)
                 with open(fpath, "wb") as f:
                     outfile.write(f)
+                instream.close()
 
     def parse(
         self, flavor="lattice", suppress_stdout=False, layout_kwargs={}, **kwargs

From 7695d35449635576ea8ccbed181ca68b2f985a47 Mon Sep 17 00:00:00 2001
From: Eduardo Gonzalez Lopez de Murillas 
Date: Tue, 27 Oct 2020 17:51:24 +0100
Subject: [PATCH 9/9] Fix #15 extraction of cell data discarding overlapping
 text boxes

---
 camelot/utils.py           |  94 ++++++++++++++++++++++++++++++++++++-
 tests/data.py              |  48 +++++++++++++++++++
 tests/files/birdisland.pdf | Bin 0 -> 144921 bytes
 tests/test_common.py       |   8 ++++
 4 files changed, 148 insertions(+), 2 deletions(-)
 create mode 100644 tests/files/birdisland.pdf

diff --git a/camelot/utils.py b/camelot/utils.py
index 3e8ab96..2126fbb 100644
--- a/camelot/utils.py
+++ b/camelot/utils.py
@@ -353,7 +353,7 @@ def text_in_bbox(bbox, text):
     Returns
     -------
     t_bbox : list
-        List of PDFMiner text objects that lie inside table.
+        List of PDFMiner text objects that lie inside table, discarding the overlapping ones
 
     """
     lb = (bbox[0], bbox[1])
@@ -364,7 +364,97 @@ def text_in_bbox(bbox, text):
         if lb[0] - 2 <= (t.x0 + t.x1) / 2.0 <= rt[0] + 2
         and lb[1] - 2 <= (t.y0 + t.y1) / 2.0 <= rt[1] + 2
     ]
-    return t_bbox
+
+    # Avoid duplicate text by discarding overlapping boxes
+    rest = {t for t in t_bbox}
+    for ba in t_bbox:
+        for bb in rest.copy():
+            if ba == bb:
+                continue
+            if bbox_intersect(ba, bb):
+                # if the intersection is larger than 80% of ba's size, we keep the longest
+                if (bbox_intersection_area(ba, bb) / bbox_area(ba)) > 0.8:
+                    if bbox_longer(bb, ba):
+                        rest.discard(ba)
+    unique_boxes = list(rest)
+
+    return unique_boxes
+
+
+def bbox_intersection_area(ba, bb) -> float:
+    """Returns area of the intersection of the bounding boxes of two PDFMiner objects.
+
+    Parameters
+    ----------
+    ba : PDFMiner text object
+    bb : PDFMiner text object
+
+    Returns
+    -------
+    intersection_area : float
+        Area of the intersection of the bounding boxes of both objects
+
+    """
+    x_left = max(ba.x0, bb.x0)
+    y_top = min(ba.y1, bb.y1)
+    x_right = min(ba.x1, bb.x1)
+    y_bottom = max(ba.y0, bb.y0)
+
+    if x_right < x_left or y_bottom > y_top:
+        return 0.0
+
+    intersection_area = (x_right - x_left) * (y_top - y_bottom)
+    return intersection_area
+
+
+def bbox_area(bb) -> float:
+    """Returns area of the bounding box of a PDFMiner object.
+
+    Parameters
+    ----------
+    bb : PDFMiner text object
+
+    Returns
+    -------
+    area : float
+        Area of the bounding box of the object
+
+    """
+    return (bb.x1 - bb.x0) * (bb.y1 - bb.y0)
+
+
+def bbox_intersect(ba, bb) -> bool:
+    """Returns True if the bounding boxes of two PDFMiner objects intersect.
+
+    Parameters
+    ----------
+    ba : PDFMiner text object
+    bb : PDFMiner text object
+
+    Returns
+    -------
+    overlaps : bool
+        True if the bounding boxes intersect
+
+    """
+    return ba.x1 >= bb.x0 and bb.x1 >= ba.x0 and ba.y1 >= bb.y0 and bb.y1 >= ba.y0
+
+
+def bbox_longer(ba, bb) -> bool:
+    """Returns True if the bounding box of the first PDFMiner object is longer or equal to the second.
+
+    Parameters
+    ----------
+    ba : PDFMiner text object
+    bb : PDFMiner text object
+
+    Returns
+    -------
+    longer : bool
+        True if the bounding box of the first object is longer or equal
+
+    """
+    return (ba.x1 - ba.x0) >= (bb.x1 - bb.x0)
 
 
 def merge_close_lines(ar, line_tol=2):
diff --git a/tests/data.py b/tests/data.py
index 7e53792..b2bf706 100755
--- a/tests/data.py
+++ b/tests/data.py
@@ -2798,3 +2798,51 @@ data_stream_layout_kwargs = [
     ["A.O.P Cornas", ""],
     ["Domaine Lionnet « Terre Brûlée » 2012", "15 €"],
 ]
+
+data_stream_duplicated_text = [
+    ['', '2012 BETTER VARIETIES Harvest Report for Minnesota Central  [ MNCE ]', '', '', '', '', '', '', '', '',
+     'ALL SEASON TEST'],
+    ['', 'Doug Toreen, Renville County, MN 55310          [ BIRD ISLAND ]', '', '', '', '', '', '', '', '',
+     '1.3 - 2.0 MAT. GROUP'],
+    ['PREV. CROP/HERB:', 'Corn / Surpass, Roundup', '', '', '', '', '', '', '', '', 'S2MNCE01'],
+    ['SOIL DESCRIPTION:', '', 'Canisteo clay loam, mod. well drained, non-irrigated', '', '', '', '', '', '', '', ''],
+    ['SOIL CONDITIONS:', '', 'High P, high K, 6.7 pH, 3.9% OM, Low SCN', '', '', '', '', '', '', '', '30" ROW SPACING'],
+    ['TILLAGE/CULTIVATION:', 'conventional w/ fall till', '', '', '', '', '', '', '', '', ''],
+    ['PEST MANAGEMENT:', 'Roundup twice', '', '', '', '', '', '', '', '', ''],
+    ['SEEDED - RATE:', 'May 15', '140 000 /A', '', '', '', '', '', '', 'TOP 30 for YIELD of 63 TESTED', ''],
+    ['HARVESTED - STAND:', 'Oct 3', '122 921 /A', '', '', '', '', '', '', 'AVERAGE of (3) REPLICATIONS', ''],
+    ['', '', '', '', 'SCN', 'Seed', 'Yield', 'Moisture', 'Lodging', 'Stand', 'Gross'],
+    ['Company/Brand', 'Product/Brand†', 'Technol.†', 'Mat.', 'Resist.', 'Trmt.†', 'Bu/A', '%', '%', '(x 1000)',
+     'Income'], ['Kruger', 'K2 1901', 'RR2Y', '1.9', 'R', 'Ac,PV', '56.4', '7.6', '0', '126.3', '$846'],
+    ['Stine', '19RA02 §', 'RR2Y', '1.9', 'R', 'CMB', '55.3', '7.6', '0', '120.0', '$830'],
+    ['Wensman', 'W 3190NR2', 'RR2Y', '1.9', 'R', 'Ac', '54.5', '7.6', '0', '119.5', '$818'],
+    ['Hefty', 'H17Y12', 'RR2Y', '1.7', 'MR', 'I', '53.7', '7.7', '0', '124.4', '$806'],
+    ['Dyna-Gro', 'S15RY53', 'RR2Y', '1.5', 'R', 'Ac', '53.6', '7.7', '0', '126.8', '$804'],
+    ['LG Seeds', 'C2050R2', 'RR2Y', '2.1', 'R', 'Ac', '53.6', '7.7', '0', '123.9', '$804'],
+    ['Titan Pro', '19M42', 'RR2Y', '1.9', 'R', 'CMB', '53.6', '7.7', '0', '121.0', '$804'],
+    ['Stine', '19RA02 (2) §', 'RR2Y', '1.9', 'R', 'CMB', '53.4', '7.7', '0', '123.9', '$801'],
+    ['Asgrow', 'AG1832 §', 'RR2Y', '1.8', 'MR', 'Ac,PV', '52.9', '7.7', '0', '122.0', '$794'],
+    ['Prairie Brand', 'PB-1566R2', 'RR2Y', '1.5', 'R', 'CMB', '52.8', '7.7', '0', '122.9', '$792'],
+    ['Channel', '1901R2', 'RR2Y', '1.9', 'R', 'Ac,PV', '52.8', '7.6', '0', '123.4', '$791'],
+    ['Titan Pro', '20M1', 'RR2Y', '2.0', 'R', 'Am', '52.5', '7.5', '0', '124.4', '$788'],
+    ['Kruger', 'K2-2002', 'RR2Y', '2.0', 'R', 'Ac,PV', '52.4', '7.9', '0', '125.4', '$786'],
+    ['Channel', '1700R2', 'RR2Y', '1.7', 'R', 'Ac,PV', '52.3', '7.9', '0', '123.9', '$784'],
+    ['Hefty', 'H16Y11', 'RR2Y', '1.6', 'MR', 'I', '51.4', '7.6', '0', '123.9', '$771'],
+    ['Anderson', '162R2Y', 'RR2Y', '1.6', 'R', 'None', '51.3', '7.5', '0', '119.5', '$770'],
+    ['Titan Pro', '15M22', 'RR2Y', '1.5', 'R', 'CMB', '51.3', '7.8', '0', '125.4', '$769'],
+    ['Dairyland', 'DSR-1710R2Y', 'RR2Y', '1.7', 'R', 'CMB', '51.3', '7.7', '0', '122.0', '$769'],
+    ['Hefty', 'H20R3', 'RR2Y', '2.0', 'MR', 'I', '50.5', '8.2', '0', '121.0', '$757'],
+    ['Prairie Brand', 'PB 1743R2', 'RR2Y', '1.7', 'R', 'CMB', '50.2', '7.7', '0', '125.8', '$752'],
+    ['Gold Country', '1741', 'RR2Y', '1.7', 'R', 'Ac', '50.1', '7.8', '0', '123.9', '$751'],
+    ['Trelay', '20RR43', 'RR2Y', '2.0', 'R', 'Ac,Ex', '49.9', '7.6', '0', '127.8', '$749'],
+    ['Hefty', 'H14R3', 'RR2Y', '1.4', 'MR', 'I', '49.7', '7.7', '0', '122.9', '$746'],
+    ['Prairie Brand', 'PB-2099NRR2', 'RR2Y', '2.0', 'R', 'CMB', '49.6', '7.8', '0', '126.3', '$743'],
+    ['Wensman', 'W 3174NR2', 'RR2Y', '1.7', 'R', 'Ac', '49.3', '7.6', '0', '122.5', '$740'],
+    ['Kruger', 'K2 1602', 'RR2Y', '1.6', 'R', 'Ac,PV', '48.7', '7.6', '0', '125.4', '$731'],
+    ['NK Brand', 'S18-C2 §', 'RR2Y', '1.8', 'R', 'CMB', '48.7', '7.7', '0', '126.8', '$731'],
+    ['Kruger', 'K2 1902', 'RR2Y', '1.9', 'R', 'Ac,PV', '48.7', '7.5', '0', '124.4', '$730'],
+    ['Prairie Brand', 'PB-1823R2', 'RR2Y', '1.8', 'R', 'None', '48.5', '7.6', '0', '121.0', '$727'],
+    ['Gold Country', '1541', 'RR2Y', '1.5', 'R', 'Ac', '48.4', '7.6', '0', '110.4', '$726'],
+    ['', '', '', '', '', 'Test Average  =', '47.6', '7.7', '0', '122.9', '$713'],
+    ['', '', '', '', '', 'LSD (0.10)  =', '5.7', '0.3', 'ns', '37.8', '566.4']
+]
diff --git a/tests/files/birdisland.pdf b/tests/files/birdisland.pdf
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diff --git a/tests/test_common.py b/tests/test_common.py
index 6fadc9d..cb9a968 100644
--- a/tests/test_common.py
+++ b/tests/test_common.py
@@ -314,3 +314,11 @@ def test_version_generation_with_prerelease_revision():
         generate_version(version, prerelease=prerelease, revision=revision)
         == "0.7.3-alpha.2"
     )
+
+
+def test_stream_duplicated_text():
+    df = pd.DataFrame(data_stream_duplicated_text)
+
+    filename = os.path.join(testdir, "birdisland.pdf")
+    tables = camelot.read_pdf(filename, flavor="stream")
+    assert_frame_equal(df, tables[0].df)