diff --git a/CHANGELOG.md b/CHANGELOG.md index c422db9b7..93c6d2ad4 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -13,6 +13,7 @@ * Added new functions to extract header information `parse_received_data` and `partition_header` * Added new function to parse plain text files `partition_text` * Added new cleaners functions `extract_ip_address`, `extract_ip_address_name`, `extract_mapi_id`, `extract_datetimetz` +* Add new `Image` element and function to find embedded images `find_embedded_images` ## 0.3.5 diff --git a/example-docs/email-with-image.eml b/example-docs/email-with-image.eml new file mode 100644 index 000000000..ec5721f44 --- /dev/null +++ b/example-docs/email-with-image.eml @@ -0,0 +1,3828 @@ +MIME-Version: 1.0 +Date: Wed, 4 Jan 2023 11:36:14 -0600 +Message-ID: +Subject: email-with-image +From: Mallori Harrell +To: Mallori Harrell +Content-Type: multipart/mixed; boundary="00000000000009c2cc05f1739fc9" + +--00000000000009c2cc05f1739fc9 +Content-Type: multipart/alternative; boundary="00000000000009c2c805f1739fc7" + +--00000000000009c2c805f1739fc7 +Content-Type: text/plain; charset="UTF-8" + +Hi, + +The unstructured logo is attached to this email. + +-- +Mallori Harrell +Unstructured Technologies +Data Scientist + +--00000000000009c2c805f1739fc7 +Content-Type: text/html; charset="UTF-8" +Content-Transfer-Encoding: quoted-printable + +
Hi,

The unstructured logo is attached t= +o this email.

--
Ma= +llori Harrell
Unstructured Technologies
Data Scientist

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+Message-ID: +Subject: fake-email-image-embedded +From: Mallori Harrell +To: Mallori Harrell +Content-Type: multipart/related; boundary="0000000000007eaa9b05f1db0f70" + +--0000000000007eaa9b05f1db0f70 +Content-Type: multipart/alternative; boundary="0000000000007eaa9805f1db0f6f" + +--0000000000007eaa9805f1db0f6f +Content-Type: text/plain; charset="UTF-8" + +This is a test email to use for unit tests. + +Important points: + +hello[image: unstructured_logo.png] this is our logo. + + - Roses are red + - Violets are blue + +--0000000000007eaa9805f1db0f6f +Content-Type: text/html; charset="UTF-8" +Content-Transfer-Encoding: quoted-printable + +
This is a test email to use= + for unit tests.

Important points:

hello3D"unstructured_logo.png"=C2=A0this is our logo.
  • Roses are red
  • Viol= +ets are blue

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argon2-cffi-bindings==21.2.0 @@ -36,6 +40,10 @@ executing==1.0.0 # via stack-data fastjsonschema==2.16.2 # via nbformat +importlib-metadata==6.0.0 + # via nbconvert +importlib-resources==5.10.2 + # via jsonschema ipykernel==6.15.3 # via # ipywidgets @@ -45,7 +53,7 @@ ipykernel==6.15.3 # qtconsole ipython==8.6.0 # via - # -r dev.in + # -r requirements/dev.in # ipykernel # ipywidgets # jupyter-console @@ -64,7 +72,7 @@ jinja2==3.1.2 jsonschema==4.16.0 # via nbformat jupyter==1.0.0 - # via -r dev.in + # via -r requirements/dev.in jupyter-client==7.3.5 # via # ipykernel @@ -76,7 +84,7 @@ jupyter-console==6.4.4 # via jupyter jupyter-core==5.1.3 # via - # -r dev.in + # -r requirements/dev.in # jupyter-client # nbconvert # nbformat @@ -134,7 +142,9 @@ pexpect==4.8.0 pickleshare==0.7.5 # via ipython pip-tools==6.12.1 - # via -r dev.in + # via -r requirements/dev.in +pkgutil-resolve-name==1.3.10 + # via jsonschema platformdirs==2.5.4 # via jupyter-core prometheus-client==0.14.1 @@ -190,6 +200,10 @@ terminado==0.15.0 # via notebook tinycss2==1.1.1 # via nbconvert +tomli==2.0.1 + # via + # build + # pep517 tornado==6.2 # via # ipykernel @@ -217,10 +231,14 @@ webencodings==0.5.1 # tinycss2 wheel==0.38.4 # via - # -r dev.in + # -r requirements/dev.in # pip-tools widgetsnbextension==4.0.3 # via ipywidgets +zipp==3.11.0 + # via + # importlib-metadata + # importlib-resources # The following packages are considered to be unsafe in a requirements file: # pip diff --git a/requirements/test.txt b/requirements/test.txt index 2ed18f40c..6ff65f940 100644 --- a/requirements/test.txt +++ b/requirements/test.txt @@ -7,23 +7,23 @@ attrs==22.1.0 # via pytest black==22.12.0 - # via -r test.in + # via -r requirements/test.in certifi==2022.12.7 # via - # -r test.in + # -r requirements/test.in # requests charset-normalizer==2.1.1 # via requests click==8.1.3 # via - # -r test.in + # -r requirements/test.in # black coverage[toml]==6.4.4 # via - # -r test.in + # -r requirements/test.in # pytest-cov flake8==5.0.4 - # via -r test.in + # via -r requirements/test.in idna==3.4 # via # requests @@ -31,7 +31,7 @@ idna==3.4 iniconfig==1.1.1 # via pytest label-studio-sdk==0.0.15 - # via -r test.in + # via -r requirements/test.in lxml==4.9.1 # via label-studio-sdk mccabe==0.7.0 @@ -39,7 +39,7 @@ mccabe==0.7.0 multidict==6.0.2 # via yarl mypy==0.991 - # via -r test.in + # via -r requirements/test.in mypy-extensions==0.4.3 # via # black @@ -65,7 +65,7 @@ pyparsing==3.0.9 pytest==7.1.3 # via pytest-cov pytest-cov==4.0.0 - # via -r test.in + # via -r requirements/test.in pyyaml==6.0 # via vcrpy requests==2.28.1 @@ -73,15 +73,20 @@ requests==2.28.1 six==1.16.0 # via vcrpy tomli==2.0.1 - # via pytest + # via + # black + # coverage + # mypy + # pytest typing-extensions==4.3.0 # via + # black # mypy # pydantic urllib3==1.26.12 # via requests vcrpy==4.2.1 - # via -r test.in + # via -r requirements/test.in wrapt==1.14.1 # via vcrpy yarl==1.8.1 diff --git a/test_unstructured/partition/test_email.py b/test_unstructured/partition/test_email.py index 61a0ebf35..3bbf28c8d 100644 --- a/test_unstructured/partition/test_email.py +++ b/test_unstructured/partition/test_email.py @@ -3,7 +3,7 @@ import os import pathlib import pytest -from unstructured.documents.elements import NarrativeText, Title, ListItem +from unstructured.documents.elements import NarrativeText, Title, ListItem, Image from unstructured.documents.email_elements import ( MetaData, Recipient, @@ -27,6 +27,15 @@ EXPECTED_OUTPUT = [ ListItem(text="Violets are blue"), ] +IMAGE_EXPECTED_OUTPUT = [ + NarrativeText(text="This is a test email to use for unit tests."), + Title(text="Important points:"), + NarrativeText(text="hello this is our logo."), + Image(text="unstructured_logo.png"), + ListItem(text="Roses are red"), + ListItem(text="Violets are blue"), +] + HEADER_EXPECTED_OUTPUT = [ MetaData(name="MIME-Version", text="1.0"), MetaData(name="Date", text="Fri, 16 Dec 2022 17:04:16 -0500"), @@ -97,6 +106,13 @@ def test_partition_email_from_text(): assert elements == EXPECTED_OUTPUT +def test_partition_email_from_filename_with_embedded_image(): + filename = os.path.join(DIRECTORY, "..", "..", "example-docs", "fake-email-image-embedded.eml") + elements = partition_email(filename=filename, content_source="text/plain") + assert len(elements) > 0 + assert elements == IMAGE_EXPECTED_OUTPUT + + def test_partition_email_header(): filename = os.path.join(DIRECTORY, "..", "..", "example-docs", "fake-email.eml") with open(filename, "r") as f: diff --git a/unstructured/documents/elements.py b/unstructured/documents/elements.py index 88714fb17..b52e00811 100644 --- a/unstructured/documents/elements.py +++ b/unstructured/documents/elements.py @@ -72,3 +72,11 @@ class Title(Text): category = "Title" pass + + +class Image(Text): + """A text element for capturing image metadata.""" + + category = "Image" + + pass diff --git a/unstructured/partition/email.py b/unstructured/partition/email.py index 82d56ed1b..77bbd505b 100644 --- a/unstructured/partition/email.py +++ b/unstructured/partition/email.py @@ -2,7 +2,7 @@ import email import sys import re from email.message import Message -from typing import Dict, IO, List, Optional, Tuple +from typing import Dict, IO, List, Optional, Tuple, Union if sys.version_info < (3, 8): from typing_extensions import Final @@ -24,7 +24,7 @@ from unstructured.documents.email_elements import ( ReceivedInfo, MetaData, ) -from unstructured.documents.elements import Element, Text +from unstructured.documents.elements import Element, Text, Image, NarrativeText, Title from unstructured.partition.html import partition_html from unstructured.partition.text import split_by_paragraph, partition_text @@ -113,6 +113,25 @@ def extract_attachment_info( return list_attachments +def has_embedded_image(element): + + PATTERN = re.compile("\[image: .+\]") # noqa: W605 NOTE(harrell) + return PATTERN.search(element.text) + + +def find_embedded_image( + element: Union[NarrativeText, Title], indices: re.Match +) -> Tuple[Element, Element]: + + start, end = indices.start(), indices.end() + + image_raw_info = element.text[start:end] + image_info = clean_extra_whitespace(image_raw_info.split(":")[1]) + element.text = element.text.replace("[image: " + image_info[:-1] + "]", "") + + return Image(text=image_info[:-1]), element + + def partition_email( filename: Optional[str] = None, file: Optional[IO] = None, @@ -171,7 +190,7 @@ def partition_email( raise ValueError(f"{content_source} content not found in email") # NOTE(robinson) - In the .eml files, the HTML content gets stored in a format that - # looks like the following, resulting in extraneous "=" chracters in the output if + # looks like the following, resulting in extraneous "=" characters in the output if # you don't clean it up #
    = #
  • Item 1
    • = @@ -188,6 +207,13 @@ def partition_email( elif content_source == "text/plain": elements = partition_text(text=content) + for idx, element in enumerate(elements): + indices = has_embedded_image(element) + if (isinstance(element, NarrativeText) or isinstance(element, Title)) and indices: + image_info, clean_element = find_embedded_image(element, indices) + elements[idx] = clean_element + elements.insert(idx + 1, image_info) + header: List[Element] = list() if include_headers: header = partition_email_header(msg)