pip install pdfminer.six

python -c "import pdfminer; print(pdfminer.__version__)"

from pdfminer.high_level import extract_text

text = extract_text("example.pdf")
print(text)

from pdfminer.layout import LAParams, LTTextBox, LTTextLine
from pdfminer.pdfpage import PDFPage
from pdfminer.pdfinterp import PDFResourceManager, PDFPageInterpreter
from pdfminer.converter import PDFPageAggregator

resource_manager = PDFResourceManager()
fake_file_handle = io.StringIO()
converter = PDFPageAggregator(resource_manager, laparams=LAParams())
page_interpreter = PDFPageInterpreter(resource_manager, converter)

???????with open("example.pdf", "rb") as pdf_file:
    for page in PDFPage.get_pages(pdf_file):
        page_interpreter.process_page(page)
        layout = converter.get_result()
        for lt_obj in layout:
            if isinstance(lt_obj, (LTTextBox, LTTextLine)):
                text = lt_obj.get_text()
                x, y, width, height = lt_obj.bbox
                font = lt_obj._objs[0].fontname
                font_size = lt_obj._objs[0].size
                print(f"Text: {text.strip()}, Position: ({x:.2f}, {y:.2f}), Font: {font}, Size: {font_size:.2f}")

from pdfminer.high_level import extract_text
import tabula

table_text = extract_text("table_example.pdf")
print(table_text)

tables = tabula.read_pdf("table_example.pdf", pages="all")
for df in tables:
    print(df)

from pdfminer.pdfparser import PDFParser
from pdfminer.pdfdocument import PDFDocument
from pdfminer.pdftypes import PDFStream
import io
from PIL import Image

???????with open('example.pdf', 'rb') as file:
    parser = PDFParser(file)
    document = PDFDocument(parser)
    if document.is_extractable:
        for xref in document.xrefs:
            if xref.get_subtype() == '/Image':
                stream_obj = xref.get_object()
                if isinstance(stream_obj, PDFStream):
                    data = stream_obj.get_rawdata()
                    image = Image.open(io.BytesIO(data))
                    image.show()

from pdfminer.pdfparser import PDFParser
from pdfminer.pdfdocument import PDFDocument

def extract_metadata(pdf_path):
    with open(pdf_path, 'rb') as fh:
        parser = PDFParser(fh)
        doc = PDFDocument(parser)
        metadata = doc.info[0]
        for key, value in metadata.items():
            print(f"{key}: {value}")

extract_metadata('example.pdf')

from pdfminer.high_level import extract_text

def extract_legal_document_text(pdf_path):
    text = extract_text(pdf_path)
    return text

text = extract_legal_document_text('legal_document.pdf')
print(text)

from pdfminer.layout import LAParams, LTTextBoxHorizontal
from pdfminer.pdfpage import PDFPage
from pdfminer.pdfinterp import PDFResourceManager, PDFPageInterpreter
from pdfminer.converter import PDFPageAggregator

def extract_financial_tables(pdf_path):
    with open(pdf_path, 'rb') as fh:
        rsrcmgr = PDFResourceManager()
        laparams = LAParams()
        device = PDFPageAggregator(rsrcmgr, laparams=laparams)
        interpreter = PDFPageInterpreter(rsrcmgr, device)

        for page in PDFPage.get_pages(fh, caching=True, check_extractable=True):
            interpreter.process_page(page)
            layout = device.get_result()
            for element in layout:
                if isinstance(element, LTTextBoxHorizontal):
                    print(element.get_text())

???????extract_financial_tables('financial_report.pdf')

from pdfminer.layout import LAParams, LTTextBoxHorizontal, LTFigure
from pdfminer.pdfpage import PDFPage
from pdfminer.pdfinterp import PDFResourceManager, PDFPageInterpreter
from pdfminer.converter import PDFPageAggregator

def extract_research_paper_content(pdf_path):
    with open(pdf_path, 'rb') as fh:
        rsrcmgr = PDFResourceManager()
        laparams = LAParams()
        device = PDFPageAggregator(rsrcmgr, laparams=laparams)
        interpreter = PDFPageInterpreter(rsrcmgr, device)

        for page in PDFPage.get_pages(fh, caching=True, check_extractable=True):
            interpreter.process_page(page)
            layout = device.get_result()
            for element in layout:
                if isinstance(element, LTTextBoxHorizontal):
                    print(element.get_text())
                elif isinstance(element, LTFigure):
                    print("Figure found")

???????extract_research_paper_content('research_paper.pdf')

from pdfminer.pdfpage import PDFPage
from pdfminer.pdfinterp import PDFResourceManager, PDFPageInterpreter
from pdfminer.converter import TextConverter
from io import StringIO

def extract_text_by_page(pdf_path):
    resource_manager = PDFResourceManager()
    fake_file_handle = StringIO()
    converter = TextConverter(resource_manager, fake_file_handle)
    page_interpreter = PDFPageInterpreter(resource_manager, converter)

    with open(pdf_path, 'rb') as fh:
        for page in PDFPage.get_pages(fh, caching=True, check_extractable=True):
            page_interpreter.process_page(page)
            text = fake_file_handle.getvalue()
            yield text

    converter.close()
    fake_file_handle.close()

???????for page_text in extract_text_by_page('example.pdf'):
    print(page_text)

from pdfminer.pdfparser import PDFParser
from pdfminer.pdfdocument import PDFDocument, PDFNoOutlines

def extract_toc(pdf_path):
    with open(pdf_path, 'rb') as file:
        parser = PDFParser(file)
        document = PDFDocument(parser)
        try:
            outlines = document.get_outlines()
            toc = []
            for (level, title, dest, a, se) in outlines:
                toc.append((level, title))
            return toc
        except PDFNoOutlines:
            return []

???????toc = extract_toc('example.pdf')
for item in toc:
    print(f"Level: {item[0]}, Title: {item[1]}")