From d235d4bbc4ad0c1b290916cae67060badf75198d Mon Sep 17 00:00:00 2001 From: Jeremy Singer-Vine Date: Fri, 22 Oct 2021 18:51:32 -0400 Subject: [PATCH] Add experimental .extract_text(layout=True) See the docstring in utils.words_to_layout for details on the implementation. Addresses issue #10 and related issues. --- CHANGELOG.md | 3 + README.md | 2 +- pdfplumber/page.py | 4 +- pdfplumber/utils.py | 92 ++++++++++++++++-- .../scotus-transcript-p1-cropped.txt | 19 ++++ tests/comparisons/scotus-transcript-p1.txt | 58 +++++++++++ tests/pdfs/scotus-transcript-p1.pdf | Bin 0 -> 84509 bytes tests/test_utils.py | 18 +++- 8 files changed, 186 insertions(+), 10 deletions(-) create mode 100644 tests/comparisons/scotus-transcript-p1-cropped.txt create mode 100644 tests/comparisons/scotus-transcript-p1.txt create mode 100644 tests/pdfs/scotus-transcript-p1.pdf diff --git a/CHANGELOG.md b/CHANGELOG.md index 951e2f2..94c7908 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -4,12 +4,15 @@ All notable changes to this project will be documented in this file. The format ## [0.6.0] - [unreleased] ### Added +- Add `.extract_text(layout=True)`, an *experimental feature* which attempts to mimic the structural layout of the text on the page. [#10](https://github.com/jsvine/pdfplumber/issues/10) - Add `utils.merge_bboxes(bboxes)`, which returns the smallest bounding box that contains all bounding boxes in the `bboxes` argument. - Add `--precision` argument to CLI ## Changed - Upgrade `pdfminer.six` from `20200517` to `20211012`; see [that library's changelog](https://github.com/pdfminer/pdfminer.six/blob/develop/CHANGELOG.md) for details, but a key difference is an improvement in how it assigns `line`, `rect`, and `curve` objects. (Diagonal two-point lines, for instance, are now `line` objects instead of `curve` objects.) - Remove Decimal-ization of parsed object attributes, which are now represented with as much precision as is returned by `pdfminer.six` [#346](https://github.com/jsvine/pdfplumber/discussions/346) +- `.extract_text(...)` returns `""` instead of `None` when character list is empty. +- `.extract_words(...)` now includes `doctop` among the attributes it returns for each word. - Change behavior of horizontal `text_strategy`, so that it uses the top and bottom of *every* word, not just the top of every word and the bottom of the last. ([#467](https://github.com/jsvine/pdfplumber/pull/467) + [#466](https://github.com/jsvine/pdfplumber/issues/466) + [#265](https://github.com/jsvine/pdfplumber/issues/265)) [h/t @bobluda + @samkit-jain] ### Fixed diff --git a/README.md b/README.md index 6b5b0a0..a99f91d 100644 --- a/README.md +++ b/README.md @@ -106,7 +106,7 @@ The `pdfplumber.Page` class is at the core of `pdfplumber`. Most things you'll d |`.within_bbox(bounding_box, relative=False)`| Similar to `.crop`, but only retains objects that fall *entirely* within the bounding box.| |`.filter(test_function)`| Returns a version of the page with only the `.objects` for which `test_function(obj)` returns `True`.| |`.dedupe_chars(tolerance=1)`| Returns a version of the page with duplicate chars — those sharing the same text, fontname, size, and positioning (within `tolerance` x/y) as other characters — removed. (See [Issue #71](https://github.com/jsvine/pdfplumber/issues/71) to understand the motivation.)| -|`.extract_text(x_tolerance=3, y_tolerance=3)`| Collates all of the page's character objects into a single string. Adds spaces where the difference between the `x1` of one character and the `x0` of the next is greater than `x_tolerance`. Adds newline characters where the difference between the `doctop` of one character and the `doctop` of the next is greater than `y_tolerance`.| +|`.extract_text(x_tolerance=3, y_tolerance=3, layout=False, x_density=7.25, y_density=13, **kwargs)`| Collates all of the page's character objects into a single string.| |`.extract_words(x_tolerance=3, y_tolerance=3, keep_blank_chars=False, use_text_flow=False, horizontal_ltr=True, vertical_ttb=True, extra_attrs=[])`| Returns a list of all word-looking things and their bounding boxes. Words are considered to be sequences of characters where (for "upright" characters) the difference between the `x1` of one character and the `x0` of the next is less than or equal to `x_tolerance` *and* where the `doctop` of one character and the `doctop` of the next is less than or equal to `y_tolerance`. A similar approach is taken for non-upright characters, but instead measuring the vertical, rather than horizontal, distances between them. The parameters `horizontal_ltr` and `vertical_ttb` indicate whether the words should be read from left-to-right (for horizontal words) / top-to-bottom (for vertical words). Changing `keep_blank_chars` to `True` will mean that blank characters are treated as part of a word, not as a space between words. Changing `use_text_flow` to `True` will use the PDF's underlying flow of characters as a guide for ordering and segmenting the words, rather than presorting the characters by x/y position. (This mimics how dragging a cursor highlights text in a PDF; as with that, the order does not always appear to be logical.) Passing a list of `extra_attrs` (e.g., `["fontname", "size"]` will restrict each words to characters that share exactly the same value for each of those [attributes](https://github.com/jsvine/pdfplumber/blob/develop/README.md#char-properties), and the resulting word dicts will indicate those attributes.| |`.extract_tables(table_settings)`| Extracts tabular data from the page. For more details see "[Extracting tables](#extracting-tables)" below.| |`.to_image(**conversion_kwargs)`| Returns an instance of the `PageImage` class. For more details, see "[Visual debugging](#visual-debugging)" below. For conversion_kwargs, see [here](http://docs.wand-py.org/en/latest/wand/image.html#wand.image.Image).| diff --git a/pdfplumber/page.py b/pdfplumber/page.py index c20627b..99a2eb5 100644 --- a/pdfplumber/page.py +++ b/pdfplumber/page.py @@ -250,7 +250,9 @@ class Page(Container): return largest.extract(**extract_kwargs) def extract_text(self, **kwargs): - return utils.extract_text(self.chars, **kwargs) + return utils.extract_text( + self.chars, x_shift=self.bbox[0], y_shift=self.bbox[1], **kwargs + ) def extract_words(self, **kwargs): return utils.extract_words(self.chars, **kwargs) diff --git a/pdfplumber/utils.py b/pdfplumber/utils.py index 6088200..6499af5 100644 --- a/pdfplumber/utils.py +++ b/pdfplumber/utils.py @@ -6,6 +6,8 @@ import itertools DEFAULT_X_TOLERANCE = 3 DEFAULT_Y_TOLERANCE = 3 +DEFAULT_X_DENSITY = 7.25 +DEFAULT_Y_DENSITY = 13 def cluster_list(xs, tolerance=0): @@ -339,7 +341,61 @@ def extract_words(chars, **kwargs): return WordExtractor(**settings).extract(chars) -def collate_line(line_chars, tolerance=DEFAULT_X_TOLERANCE): +def words_to_layout( + words, + x_density=DEFAULT_X_DENSITY, + y_density=DEFAULT_Y_DENSITY, + x_shift=0, + y_shift=0, + y_tolerance=DEFAULT_Y_TOLERANCE, + presorted=False, +): + """ + Given a set of word objects generated by `extract_words(...)`, return a + string that mimics the structural layout of the text on the page(s), using + the following approach: + + - Sort the words by (doctop, x0) if not already sorted. + + - Calculate the initial doctop for the starting page. + + - Cluster the words by doctop (taking `y_tolerance` into account), and + iterate through them. + + - For each cluster, calculate the distance between that doctop and the + initial doctop, in points, minus `y_shift`. Divide that distance by + `y_density` to calculate the minimum number of newlines that should come + before this cluster. Append that number of newlines *minus* the number of + newlines already appended, with a minimum of one. + + - Then for each cluster, iterate through each word in it. Divide each + word's x0, minus `x_shift`, by `x_density` to calculate the minimum + number of characters that should come before this cluster. Append that + number of spaces *minus* the number of characters and spaces already + appended, with a minimum of one. Then append the word's text. + + Note: This approach currently works best for horizontal, left-to-right + text, but will display all words regardless of orientation. There is room + for improvement in better supporting right-to-left text, as well as + vertical text. + """ + rendered = "" + words_sorted = words if presorted else sorted(words, itemgetter("doctop", "x0")) + doctop_start = words_sorted[0]["doctop"] - words_sorted[0]["top"] + for ws in cluster_objects(words_sorted, "doctop", y_tolerance): + y_dist = (ws[0]["doctop"] - (doctop_start + y_shift)) / y_density + newlines = rendered.count("\n") + rendered += "\n" * max(min(1, newlines), round(y_dist) - newlines) + line = "" + for word in sorted(ws, key=itemgetter("x0")): + x_dist = (word["x0"] - x_shift) / x_density + line += " " * max(min(1, len(line)), round(x_dist) - len(line)) + line += word["text"] + rendered += line + return rendered + + +def collate_line(line_chars, tolerance=DEFAULT_X_TOLERANCE, layout=False): coll = "" last_x1 = None for char in sorted(line_chars, key=itemgetter("x0")): @@ -352,19 +408,41 @@ def collate_line(line_chars, tolerance=DEFAULT_X_TOLERANCE): def extract_text( chars, - x_tolerance=DEFAULT_X_TOLERANCE, - y_tolerance=DEFAULT_Y_TOLERANCE, + layout=False, + x_density=DEFAULT_X_DENSITY, + y_density=DEFAULT_Y_DENSITY, + x_shift=0, + y_shift=0, + **kwargs, ): chars = to_list(chars) if len(chars) == 0: return "" - doctop_clusters = cluster_objects(chars, "doctop", y_tolerance) + if layout: + words = extract_words(chars, **kwargs) + y_tolerance = kwargs.get("y_tolerance", DEFAULT_Y_TOLERANCE) + return words_to_layout( + words, + x_density=x_density, + y_density=y_density, + x_shift=x_shift, + y_shift=y_shift, + y_tolerance=y_tolerance, + presorted=True, + ) - lines = (collate_line(line_chars, x_tolerance) for line_chars in doctop_clusters) + else: + x_tolerance = kwargs.get("x_tolerance", DEFAULT_X_TOLERANCE) + y_tolerance = kwargs.get("y_tolerance", DEFAULT_Y_TOLERANCE) - coll = "\n".join(lines) - return coll + doctop_clusters = cluster_objects(chars, "doctop", y_tolerance) + + lines = ( + collate_line(line_chars, x_tolerance) for line_chars in doctop_clusters + ) + + return "\n".join(lines) collate_chars = extract_text diff --git a/tests/comparisons/scotus-transcript-p1-cropped.txt b/tests/comparisons/scotus-transcript-p1-cropped.txt new file mode 100644 index 0000000..8359745 --- /dev/null +++ b/tests/comparisons/scotus-transcript-p1-cropped.txt @@ -0,0 +1,19 @@ + 1 IN THE SUPREME COURT OF THE UNITED STATES + + 2 - - - - - - - - - - - - - - - - - x + + 3 MICHAEL A. KNOWLES, : + + 4 WARDEN, : + + 5 Petitioner : + + 6 v. : No. 07-1315 + + 7 ALEXANDRE MIRZAYANCE. : + + 8 - - - - - - - - - - - - - - - - - x + + 9 Washington, D.C. + +10 Tuesday, January 13, 2009 \ No newline at end of file diff --git a/tests/comparisons/scotus-transcript-p1.txt b/tests/comparisons/scotus-transcript-p1.txt new file mode 100644 index 0000000..a409f39 --- /dev/null +++ b/tests/comparisons/scotus-transcript-p1.txt @@ -0,0 +1,58 @@ + + + + Official - Subject to Final Review + + 1 IN THE SUPREME COURT OF THE UNITED STATES + + 2 - - - - - - - - - - - - - - - - - x + + 3 MICHAEL A. KNOWLES, : + + 4 WARDEN, : + + 5 Petitioner : + + 6 v. : No. 07-1315 + + 7 ALEXANDRE MIRZAYANCE. : + + 8 - - - - - - - - - - - - - - - - - x + + 9 Washington, D.C. + + 10 Tuesday, January 13, 2009 + + 11 + + 12 The above-entitled matter came on for oral + + 13 argument before the Supreme Court of the United States + + 14 at 1:01 p.m. + + 15 APPEARANCES: + + 16 STEVEN E. MERCER, ESQ., Deputy Attorney General, Los + + 17 Angeles, Cal.; on behalf of the Petitioner. + + 18 CHARLES M. SEVILLA, ESQ., San Diego, Cal.; on behalf + + 19 of the Respondent. + + 20 + + 21 + + 22 + + 23 + + 24 + + 25 + + + 1 + Alderson Reporting Company \ No newline at end of file diff --git a/tests/pdfs/scotus-transcript-p1.pdf b/tests/pdfs/scotus-transcript-p1.pdf new file mode 100644 index 0000000000000000000000000000000000000000..98c867f79655146cc228d18c860c46ebd26fd84e GIT binary patch literal 84509 zcma%iV~l1&yY1VyZQF0#wr$(iwB0>z+qTVVd)k<`ZEO0>m)!f~-jkD@KRcDZQ}tA; zRwZk#TAM;iOoD-hksX#IFeo?#mW7y^*wMrWmXD7~!rIQw+=WTP&e+Xd%-qz`%>3Ug z7gsl8AS){ilL9f2ota6_+`-b#ikOuh2xL<8b~0yDG_g^2vlkG6b#-$wH@1iM0=d$+ zcf{jF{Y&==fw^NCSR|Chs~2r>6U;N<$NWfwRUM_g%7_YO_3f7*k&}98#jxJgVlaV7 zdUI(rkx637HMExi6t^~S1=7&iroahnSNFtC@?bP+u2i4iGFRB;G$|j2-XsBe3dA%< zdGw-z+hRvb%G3tj#d7dE+|_cUv7*wo(JmFg(W|uzpI!;o*Mo1A!ydfyf}oc=f^C5X zU=_X^+W?4!T?}2NZQg=GQ6x1?vyVXALDz&`usRs(7FFtVlhGHU+*_bD?JhOIT)Jal zJtR9&vlfxoOHWkU3gTwKAyO!@8MInpG!jyH8S*A5MKAa#t~!{t7zU(08bg%`KZ>~D 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