diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index bb3fb70..6980fcd 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -49,3 +49,40 @@ jobs: if: ${{ github.event_name == 'pull_request' }} with: source-dir: _site + + test-emailer-lib: + runs-on: ubuntu-latest + strategy: + matrix: + python-version: ["3.9", "3.12"] + fail-fast: false + permissions: + pull-requests: write + actions: write + contents: write + steps: + - name: Checkout + uses: actions/checkout@v4 + - name: Install uv + uses: astral-sh/setup-uv@v5 + - name: "Set up Python" + uses: actions/setup-python@v5 + with: + python-version: ${{ matrix.python-version }} + + - name: Install the project + run: uv sync --all-extras --dev + + - name: Install emailer-lib + run: uv pip install -e "./emailer-lib" + + - name: Test emailer-lib + run: | + uv run pytest emailer-lib/emailer_lib/tests/ --cov=emailer_lib --cov-report=xml --cov-report=term-missing + + - name: Upload coverage reports + uses: codecov/codecov-action@v4 + if: ${{ matrix.python-version == '3.12' }} + with: + file: emailer-lib/coverage.xml + flags: emailer-lib \ No newline at end of file diff --git a/.gitignore b/.gitignore index 812f9a4..5753ab2 100644 --- a/.gitignore +++ b/.gitignore @@ -208,6 +208,8 @@ __marimo__/ /.quarto/ -_book +_site -.DS_Store \ No newline at end of file +.DS_Store + +.vscode \ No newline at end of file diff --git a/.output_metadata.json b/.output_metadata.json new file mode 100644 index 0000000..18fa64d --- /dev/null +++ b/.output_metadata.json @@ -0,0 +1 @@ +{"rsc_email_attachments":[],"rsc_email_body_html":"\n\n
\n \n \n \n \n \n\n\n\n\n\n\n\n\n \n \n
| \n
Year | -Name | -Country | -Manufacturer | -Panels | -
---|---|---|---|---|
1950 | -Duplo T | -Brazil | -Superball | -12 | -
1954 | -Swiss World Champ | -Switzerland | -Kost Sport | -18 | -
1958 | -Top Star | -Sweden | -Sydlader AB | -24 | -
1962 | -Crack | -Chile | -Curtiembres Salvador Caussade | -18 | -
1966 | -Challenge 4-Star | -England | -Slazenger | -25 | -
1970 | -Telstar | -Mexico | -Adidas | -32 | -
Hello world
", + subject="Test Email", + recipients=["user@example.com"], + ) + + send_intermediate_email_with_gmail("user@gmail.com", "password123", email) + ``` + """ + # Compose the email + msg = MIMEMultipart("related") + msg["Subject"] = i_email.subject + msg["From"] = username + msg["To"] = ", ".join(i_email.recipients) # Header must be a string + + msg_alt = MIMEMultipart("alternative") + msg.attach(msg_alt) + msg_alt.attach(MIMEText(i_email.html, "html")) + + # Attach the plaintext + if i_email.text: + msg_alt.attach(MIMEText(i_email.text, "plain")) + + # Attach inline images + for image_name, image_base64 in i_email.inline_attachments.items(): + img_bytes = base64.b64decode(image_base64) + img = MIMEImage(img_bytes, _subtype="png", name=f"{image_name}") + + img.add_header("Content-ID", f"<{image_name}>") + img.add_header("Content-Disposition", "inline", filename=f"{image_name}") + + msg.attach(img) + + # Attach external files (any type) + for filename in i_email.external_attachments: + with open(filename, "rb") as f: + file_data = f.read() + + # Guess MIME type based on file extension + mime_type, _ = mimetypes.guess_type(filename) + if mime_type is None: + mime_type = "application/octet-stream" + main_type, sub_type = mime_type.split("/", 1) + + part = MIMEBase(main_type, sub_type) + part.set_payload(file_data) + encoders.encode_base64(part) + part.add_header("Content-Disposition", "attachment", filename=filename) + msg.attach(part) + + with smtplib.SMTP_SSL("smtp.gmail.com", 465) as server: + server.login(username, password) + server.sendmail(msg["From"], i_email.recipients, msg.as_string()) + + +def send_intermediate_email_with_redmail(i_email: IntermediateEmail): + """ + Send an Intermediate Email object via Redmail. + + Parameters + ---------- + i_email + IntermediateEmail object containing the email content and attachments + + Returns + ------- + None + + Notes + ----- + This function is a placeholder and has not been implemented yet. + """ + raise NotImplementedError + + +def send_intermediate_email_with_yagmail(i_email: IntermediateEmail): + """ + Send an Intermediate Email object via Yagmail. + + Parameters + ---------- + i_email + IntermediateEmail object containing the email content and attachments + + Returns + ------- + None + + Notes + ----- + This function is a placeholder and has not been implemented yet. + """ + raise NotImplementedError + +def send_intermediate_email_with_mailgun(i_email: IntermediateEmail): + """ + Send an Intermediate Email object via Mailgun. + + Parameters + ---------- + i_email + IntermediateEmail object containing the email content and attachments + + Returns + ------- + None + + Notes + ----- + This function is a placeholder and has not been implemented yet. + """ + raise NotImplementedError + +def send_intermediate_email_with_smtp(i_email: IntermediateEmail): + """ + Send an Intermediate Email object via SMTP. + + Parameters + ---------- + i_email + IntermediateEmail object containing the email content and attachments + + Returns + ------- + None + + Notes + ----- + This function is a placeholder and has not been implemented yet. + """ + raise NotImplementedError \ No newline at end of file diff --git a/emailer-lib/emailer_lib/ingress.py b/emailer-lib/emailer_lib/ingress.py new file mode 100644 index 0000000..e7aad6d --- /dev/null +++ b/emailer-lib/emailer_lib/ingress.py @@ -0,0 +1,199 @@ +from __future__ import annotations +from base64 import b64encode +import json +import re + +from email.message import EmailMessage +from mjml import mjml2html + +from .structs import IntermediateEmail + +__all__ = [ + "redmail_to_intermediate_email", + "yagmail_to_intermediate_email", + "mjml_to_intermediate_email", + "quarto_json_to_intermediate_email", +] + + +def redmail_to_intermediate_email(msg: EmailMessage) -> IntermediateEmail: + """ + Convert a Redmail EmailMessage object to an IntermediateEmail + + Params + ------ + msg + The Redmail-generated EmailMessage object + + Converts the input EmailMessage to the intermediate email structure + """ + return _email_message_to_intermediate_email(msg) + + +def yagmail_to_intermediate_email(): + """ + Convert a Yagmail email object to an IntermediateEmail + + Params + ------ + (none) + + Not yet implemented + """ + pass + + +def mjml_to_intermediate_email(mjml_content: str) -> IntermediateEmail: + """ + Convert MJML markup to an IntermediateEmail + + Parameters + ------ + mjml_content + MJML markup string + + Returns + ------ + An Intermediate Email object + + """ + email_content = mjml2html(mjml_content) + + # Find allHello world
", + subject="Test Email", + recipients=["user@example.com"], + ) + email.write_preview_email("preview.html") + ``` + """ + + html: str + subject: str + rsc_email_supress_report_attachment: bool | None = None + rsc_email_supress_scheduled: bool | None = None + + # is a list of files in path from current directory + external_attachments: list[str] | None = None + + # has structure {filename: base64_string} + inline_attachments: dict[str, str] | None = None + + text: str | None = None # sometimes present in quarto + recipients: list[str] | None = None # not present in quarto + + def write_preview_email(self, out_file: str = "preview_email.html") -> None: + """ + Write a preview HTML file with inline attachments embedded. + + This method replaces image sources in the HTML with base64-encoded data from + inline attachments, allowing you to preview the email as it would appear to recipients. + + Parameters + ---------- + out_file + The file path to write the preview HTML. Defaults to "preview_email.html". + + Returns + ------- + None + + Examples + -------- + ```python + email.write_preview_email("preview.html") + ``` + + Notes + ------ + Raises ValueError if external attachments are present, as preview does not support them. + """ + html_with_inline = re.sub( + r'src="cid:([^"\s]+)"', + _add_base_64_to_inline_attachments(self.inline_attachments), + self.html, + ) + + # Insert subject asHi
", + subject="Test", + recipients=["a@example.com"], + text="Plain text", + inline_attachments={"img.png": "iVBORw0KGgoAAAANSUhEUgAAAAUA"}, + external_attachments=[], + ) + + +def test_send_intermediate_email_with_gmail_mocks_smtp(monkeypatch): + email = make_basic_email() + mock_server = MagicMock() + + # This ensures the smtplib.SMTP_SSL call in send_intermediate_email_with_gmail + # uses our mock server + mock_smtp_ssl = MagicMock(return_value=mock_server) + + # This retrieves the mock object that will be used as 'server' inside + # the 'with ... as server:' block + context = mock_smtp_ssl.return_value.__enter__.return_value + monkeypatch.setattr("smtplib.SMTP_SSL", mock_smtp_ssl) + + send_intermediate_email_with_gmail("user", "pass", email) + context.login.assert_called_once_with("user", "pass") + context.sendmail.assert_called_once() + + args, kwargs = context.sendmail.call_args + email_message = args[2] # The raw email message as a string + assert "Content-ID:Hi
" in raw_message + + +# this is probably not the best way to test this, +# for what it's worth I will test each part separately +def test_send_quarto_email_with_gmail(monkeypatch): + # Mock the quarto_json_to_intermediate_email function + mock_quarto_to_email = MagicMock(return_value=make_basic_email()) + monkeypatch.setattr( + "emailer_lib.egress.quarto_json_to_intermediate_email", mock_quarto_to_email + ) + + # Mock the Gmail sending function + mock_send_gmail = MagicMock() + monkeypatch.setattr( + "emailer_lib.egress.send_intermediate_email_with_gmail", mock_send_gmail + ) + + # Call the function + send_quarto_email_with_gmail( + username="user@gmail.com", + password="pass", + json_path="path/to/metadata.json", + recipients=["recipient@example.com"], + ) + + mock_quarto_to_email.assert_called_once_with("path/to/metadata.json") + mock_send_gmail.assert_called_once() + + _, kwargs = mock_send_gmail.call_args + i_email = kwargs.get("i_email") + assert i_email.recipients == ["recipient@example.com"] + + +@pytest.mark.parametrize( + "send_func", + [ + send_intermediate_email_with_redmail, + send_intermediate_email_with_yagmail, + send_intermediate_email_with_mailgun, + send_intermediate_email_with_smtp, + ], +) +def test_not_implemented_functions(send_func): + """Test that unimplemented send functions raise NotImplementedError.""" + email = make_basic_email() + with pytest.raises(NotImplementedError): + send_func(email) diff --git a/emailer-lib/emailer_lib/tests/test_ingress.py b/emailer-lib/emailer_lib/tests/test_ingress.py new file mode 100644 index 0000000..113d304 --- /dev/null +++ b/emailer-lib/emailer_lib/tests/test_ingress.py @@ -0,0 +1,220 @@ +import json +import pytest +from email.message import EmailMessage +from base64 import b64encode + +from emailer_lib.ingress import ( + redmail_to_intermediate_email, + yagmail_to_intermediate_email, + mjml_to_intermediate_email, + quarto_json_to_intermediate_email, + _email_message_to_intermediate_email, +) +from emailer_lib.structs import IntermediateEmail + + +def test_email_message_to_intermediate_email_simple(): + msg = EmailMessage() + msg["Subject"] = "Test Subject" + msg["To"] = "recipient@example.com" + msg.set_content("Plain text") + msg.add_alternative("HTML content
", subtype="html") + + result = _email_message_to_intermediate_email(msg) + + assert result.subject == "Test Subject" + assert result.recipients == ["recipient@example.com"] + assert "HTML content
" in result.html + assert result.text == "Plain text\n" + assert result.inline_attachments is None + assert result.external_attachments is None + + +def test_email_message_to_intermediate_email_multiple_recipients(): + msg = EmailMessage() + msg["Subject"] = "Multi-recipient" + msg["To"] = "to1@example.com, to2@example.com" + msg["Cc"] = "cc@example.com" + msg["Bcc"] = "bcc@example.com" + msg.add_alternative("Test", subtype="html") + + result = _email_message_to_intermediate_email(msg) + + assert len(result.recipients) == 4 + assert "to1@example.com" in result.recipients + assert "to2@example.com" in result.recipients + assert "cc@example.com" in result.recipients + assert "bcc@example.com" in result.recipients + + +def test_email_message_to_intermediate_email_with_inline_image(): + msg = EmailMessage() + msg["Subject"] = "With Image" + msg.add_alternative("Quarto email
", + "rsc_email_subject": "Quarto Test", + "rsc_email_body_text": "Plain text version", + "rsc_output_files": ["output.pdf"], + "rsc_email_attachments": ["attachment.csv"], + "rsc_email_images": {"img1": "base64encodedstring"}, + "rsc_email_supress_report_attachment": True, + "rsc_email_supress_scheduled": False, + } + + json_file = tmp_path / "metadata.json" + with open(json_file, "w") as f: + json.dump(json_data, f) + + result = quarto_json_to_intermediate_email(str(json_file)) + + assert result.subject == "Quarto Test" + assert "Quarto email
" in result.html + assert result.text == "Plain text version" + assert result.external_attachments == ["output.pdf", "attachment.csv"] + assert result.inline_attachments == {"img1": "base64encodedstring"} + assert result.rsc_email_supress_report_attachment is True + assert result.rsc_email_supress_scheduled is False + + +def test_quarto_json_to_intermediate_email_minimal(tmp_path): + json_data = { + "rsc_email_body_html": "Minimal", + "rsc_email_subject": "Minimal Subject", + } + + json_file = tmp_path / "minimal.json" + with open(json_file, "w") as f: + json.dump(json_data, f) + + result = quarto_json_to_intermediate_email(str(json_file)) + + assert result.subject == "Minimal Subject" + assert result.html == "Minimal" + assert result.text == "" + assert result.external_attachments == [] + assert result.inline_attachments == {} + assert result.rsc_email_supress_report_attachment is False + assert result.rsc_email_supress_scheduled is False + + +def test_quarto_json_to_intermediate_email_empty_lists(tmp_path): + """Test handling empty lists for attachments and images.""" + json_data = { + "rsc_email_body_html": "Test", + "rsc_email_subject": "Empty Lists", + "rsc_output_files": [], + "rsc_email_attachments": [], + "rsc_email_images": {}, + } + + json_file = tmp_path / "empty.json" + with open(json_file, "w") as f: + json.dump(json_data, f) + + result = quarto_json_to_intermediate_email(str(json_file)) + + assert result.external_attachments == [] + assert result.inline_attachments == {} \ No newline at end of file diff --git a/emailer-lib/emailer_lib/tests/test_structs.py b/emailer-lib/emailer_lib/tests/test_structs.py new file mode 100644 index 0000000..b1103ab --- /dev/null +++ b/emailer-lib/emailer_lib/tests/test_structs.py @@ -0,0 +1,97 @@ +import re + +import pytest +from emailer_lib.structs import IntermediateEmail + + +def test_creation_with_text_and_attachments(): + email = IntermediateEmail( + html="Hi
", + subject="With Text and Attachments", + text="Plain text version", + recipients=["a@example.com"], + external_attachments=["/tmp/file1.txt"], + inline_attachments={"img.png": "base64string"}, + ) + assert email.text == "Plain text version" + assert email.recipients == ["a@example.com"] + assert email.external_attachments == ["/tmp/file1.txt"] + assert email.inline_attachments == {"img.png": "base64string"} + assert email.subject == "With Text and Attachments" + + +def test_creation_without_text_and_attachments(): + email = IntermediateEmail( + html="Hi
", + subject="No Text or Attachments", + ) + assert email.text is None + assert email.recipients is None + assert email.external_attachments is None + assert email.inline_attachments is None + assert email.subject == "No Text or Attachments" + + +def test_subject_inserts_after_body(tmp_path): + html = "Hello!
" + email = IntermediateEmail( + html=html, + subject="Test Subject", + rsc_email_supress_report_attachment=False, + rsc_email_supress_scheduled=False, + ) + out_file = tmp_path / "preview.html" + + email.write_preview_email(str(out_file)) + content = out_file.read_text(encoding="utf-8") + + # Check subject is inserted after + assert re.search( + r"]*>\s*Hello!
" + email = IntermediateEmail( + html=html, + subject="NoBody", + ) + out_file = tmp_path / "preview2.html" + email.write_preview_email(str(out_file)) + content = out_file.read_text(encoding="utf-8") + # Should start with the subject h2 + assert content.startswith('Test
" + email = IntermediateEmail( + html=html, + subject="Test", + external_attachments=["file.txt"], + ) + out_file = tmp_path / "preview3.html" + try: + email.write_preview_email(str(out_file)) + except ValueError as e: + assert "external attachments" in str(e) + else: + assert False, "Expected ValueError for external attachments" + + +@pytest.mark.parametrize( + "method_name", + ["write_email_message", "preview_send_email"], +) +def test_not_implemented_methods(method_name): + """Test that unimplemented methods raise NotImplementedError.""" + email = IntermediateEmail( + html="Hi
", + subject="Test", + ) + method = getattr(email, method_name) + with pytest.raises(NotImplementedError): + method() \ No newline at end of file diff --git a/emailer-lib/emailer_lib/tests/test_utils.py b/emailer-lib/emailer_lib/tests/test_utils.py new file mode 100644 index 0000000..bf81779 --- /dev/null +++ b/emailer-lib/emailer_lib/tests/test_utils.py @@ -0,0 +1,210 @@ +import base64 +from email.message import EmailMessage +import re + +from emailer_lib.utils import ( + write_email_message_to_file, + _add_base_64_to_inline_attachments, +) + + +def test_write_email_message_to_file_basic(tmp_path): + """Test writing a simple HTML email to a file.""" + msg = EmailMessage() + msg.set_content("Plain text", subtype="plain") + msg.add_alternative("Hello World
", subtype="html") + + out_file = tmp_path / "output.html" + write_email_message_to_file(msg, str(out_file)) + + content = out_file.read_text(encoding="utf-8") + assert "Hello World
" in content + assert "cid:" not in content + assert "data:" not in content + + +def test_write_email_message_to_file_with_inline_image(tmp_path): + msg = EmailMessage() + + html = 'Image:
Default
", subtype="html") + + # Change to tmp directory + monkeypatch.chdir(tmp_path) + + write_email_message_to_file(msg) + + # Check default file was created + default_file = tmp_path / "preview_email.html" + assert default_file.exists() + + content = default_file.read_text(encoding="utf-8") + assert "Default
" in content + + +def test_add_base_64_to_inline_attachments_single_image(): + inline_attachments = {"img1": b"\x89PNG\r\n\x1a\n"} + + html = 'Hi there,
+ Here's a quick look at 10 sequential days from the S&P 500. The table background color reflects whether the closing price increased (green) or decreased (red) over the period.
Thanks for reading!
Best regards,
Jules
Hi there,
+ Here’s a quick look at the latest data from the S&P 500. Explore the table below to see some of the most recent entries and get a feel for the market’s pulse.
Thanks for reading!
Best regards,
Jules
[]{.parameter-name} [:]{.parameter-annotation-sep} [None]{.parameter-annotation}
+
+:
+
+## Examples {.doc-section .doc-section-examples}
+
+```python
+email.preview_send_email()
+```
\ No newline at end of file
diff --git a/reference/IntermediateEmail.qmd b/reference/IntermediateEmail.qmd
new file mode 100644
index 0000000..4a45949
--- /dev/null
+++ b/reference/IntermediateEmail.qmd
@@ -0,0 +1,73 @@
+# IntermediateEmail { #emailer_lib.IntermediateEmail }
+
+```python
+IntermediateEmail(
+ html,
+ subject,
+ rsc_email_supress_report_attachment,
+ rsc_email_supress_scheduled,
+ external_attachments=None,
+ inline_attachments=None,
+ text=None,
+ recipients=None,
+)
+```
+
+A serializable, previewable, sendable email object for data science workflows.
+
+The `IntermediateEmail` class provides a unified structure for representing email messages,
+including HTML and plain text content, subject, inline or external attachments, and recipients.
+It is designed to be generated from a variety of authoring tools and sent via multiple providers.
+
+## Parameters {.doc-section .doc-section-parameters}
+
+[**html**]{.parameter-name} [:]{.parameter-annotation-sep} [str]{.parameter-annotation}
+
+: The HTML content of the email.
+
+[**subject**]{.parameter-name} [:]{.parameter-annotation-sep} [str]{.parameter-annotation}
+
+: The subject line of the email.
+
+[**external_attachments**]{.parameter-name} [:]{.parameter-annotation-sep} [list\[str\] \| None]{.parameter-annotation} [ = ]{.parameter-default-sep} [None]{.parameter-default}
+
+: List of file paths for external attachments to include.
+
+[**inline_attachments**]{.parameter-name} [:]{.parameter-annotation-sep} [dict\[str, str\] \| None]{.parameter-annotation} [ = ]{.parameter-default-sep} [None]{.parameter-default}
+
+: Dictionary mapping filenames to base64-encoded strings for inline attachments.
+
+[**text**]{.parameter-name} [:]{.parameter-annotation-sep} [str \| None]{.parameter-annotation} [ = ]{.parameter-default-sep} [None]{.parameter-default}
+
+: Optional plain text version of the email.
+
+[**recipients**]{.parameter-name} [:]{.parameter-annotation-sep} [list\[str\] \| None]{.parameter-annotation} [ = ]{.parameter-default-sep} [None]{.parameter-default}
+
+: Optional list of recipient email addresses.
+
+[**rsc_email_supress_report_attachment**]{.parameter-name} [:]{.parameter-annotation-sep} [bool]{.parameter-annotation}
+
+: Whether to suppress report attachments (used in some workflows).
+
+[**rsc_email_supress_scheduled**]{.parameter-name} [:]{.parameter-annotation-sep} [bool]{.parameter-annotation}
+
+: Whether to suppress scheduled sending (used in some workflows).
+
+## Examples {.doc-section .doc-section-examples}
+
+```python
+email = IntermediateEmail(
+ html="Hello world
", + subject="Test Email", + recipients=["user@example.com"], +) +email.write_preview_email("preview.html") +``` + +## Methods + +| Name | Description | +| --- | --- | +| [preview_send_email](emailer_lib.IntermediateEmail.preview_send_email.qmd#emailer_lib.IntermediateEmail.preview_send_email) | Send a preview of the email to a test recipient. | +| [write_email_message](emailer_lib.IntermediateEmail.write_email_message.qmd#emailer_lib.IntermediateEmail.write_email_message) | Convert the IntermediateEmail to a Python EmailMessage. | +| [write_preview_email](emailer_lib.IntermediateEmail.write_preview_email.qmd#emailer_lib.IntermediateEmail.write_preview_email) | Write a preview HTML file with inline attachments embedded. | \ No newline at end of file diff --git a/reference/IntermediateEmail.write_email_message.qmd b/reference/IntermediateEmail.write_email_message.qmd new file mode 100644 index 0000000..63d4921 --- /dev/null +++ b/reference/IntermediateEmail.write_email_message.qmd @@ -0,0 +1,22 @@ +# IntermediateEmail.write_email_message { #emailer_lib.IntermediateEmail.write_email_message } + +```python +IntermediateEmail.write_email_message() +``` + +Convert the IntermediateEmail to a Python EmailMessage. + +This method creates a standard library EmailMessage object from the +IntermediateEmail, including HTML, plain text, recipients, and attachments. + +## Returns {.doc-section .doc-section-returns} + +[]{.parameter-name} [:]{.parameter-annotation-sep} [EmailMessage]{.parameter-annotation}
+
+: The constructed EmailMessage object.
+
+## Examples {.doc-section .doc-section-examples}
+
+```python
+msg = email.write_email_message()
+```
\ No newline at end of file
diff --git a/reference/IntermediateEmail.write_preview_email.qmd b/reference/IntermediateEmail.write_preview_email.qmd
new file mode 100644
index 0000000..21894f5
--- /dev/null
+++ b/reference/IntermediateEmail.write_preview_email.qmd
@@ -0,0 +1,32 @@
+# IntermediateEmail.write_preview_email { #emailer_lib.IntermediateEmail.write_preview_email }
+
+```python
+IntermediateEmail.write_preview_email(out_file='preview_email.html')
+```
+
+Write a preview HTML file with inline attachments embedded.
+
+This method replaces image sources in the HTML with base64-encoded data from
+inline attachments, allowing you to preview the email as it would appear to recipients.
+
+## Parameters {.doc-section .doc-section-parameters}
+
+[**out_file**]{.parameter-name} [:]{.parameter-annotation-sep} [str]{.parameter-annotation} [ = ]{.parameter-default-sep} [\'preview_email.html\']{.parameter-default}
+
+: The file path to write the preview HTML. Defaults to "preview_email.html".
+
+## Returns {.doc-section .doc-section-returns}
+
+[]{.parameter-name} [:]{.parameter-annotation-sep} [None]{.parameter-annotation}
+
+:
+
+## Examples {.doc-section .doc-section-examples}
+
+```python
+email.write_preview_email("preview.html")
+```
+
+## Notes {.doc-section .doc-section-notes}
+
+Raises ValueError if external attachments are present, as preview does not support them.
\ No newline at end of file
diff --git a/reference/_styles-quartodoc.css b/reference/_styles-quartodoc.css
new file mode 100644
index 0000000..51714ba
--- /dev/null
+++ b/reference/_styles-quartodoc.css
@@ -0,0 +1,22 @@
+/*
+This file generated automatically by quartodoc version 0.11.1.
+Modifications may be overwritten by quartodoc build. If you want to
+customize styles, create a new .css file to avoid losing changes.
+*/
+
+
+/* styles for parameter tables, etc.. ----
+*/
+
+.doc-section dt code {
+ background: none;
+}
+
+.doc-section dt {
+ /* background-color: lightyellow; */
+ display: block;
+}
+
+.doc-section dl dd {
+ margin-left: 3rem;
+}
diff --git a/reference/emailer_lib.IntermediateEmail.preview_send_email.qmd b/reference/emailer_lib.IntermediateEmail.preview_send_email.qmd
new file mode 100644
index 0000000..7398b00
--- /dev/null
+++ b/reference/emailer_lib.IntermediateEmail.preview_send_email.qmd
@@ -0,0 +1,22 @@
+# preview_send_email { #emailer_lib.IntermediateEmail.preview_send_email }
+
+```python
+IntermediateEmail.preview_send_email()
+```
+
+Send a preview of the email to a test recipient.
+
+This method is intended for sending the email to a designated preview recipient
+for testing purposes before sending to the full recipient list.
+
+## Returns {.doc-section .doc-section-returns}
+
+[]{.parameter-name} [:]{.parameter-annotation-sep} [None]{.parameter-annotation}
+
+:
+
+## Examples {.doc-section .doc-section-examples}
+
+```python
+email.preview_send_email()
+```
\ No newline at end of file
diff --git a/reference/emailer_lib.IntermediateEmail.write_email_message.qmd b/reference/emailer_lib.IntermediateEmail.write_email_message.qmd
new file mode 100644
index 0000000..e23a485
--- /dev/null
+++ b/reference/emailer_lib.IntermediateEmail.write_email_message.qmd
@@ -0,0 +1,22 @@
+# write_email_message { #emailer_lib.IntermediateEmail.write_email_message }
+
+```python
+IntermediateEmail.write_email_message()
+```
+
+Convert the IntermediateEmail to a Python EmailMessage.
+
+This method creates a standard library EmailMessage object from the
+IntermediateEmail, including HTML, plain text, recipients, and attachments.
+
+## Returns {.doc-section .doc-section-returns}
+
+[]{.parameter-name} [:]{.parameter-annotation-sep} [EmailMessage]{.parameter-annotation}
+
+: The constructed EmailMessage object.
+
+## Examples {.doc-section .doc-section-examples}
+
+```python
+msg = email.write_email_message()
+```
\ No newline at end of file
diff --git a/reference/emailer_lib.IntermediateEmail.write_preview_email.qmd b/reference/emailer_lib.IntermediateEmail.write_preview_email.qmd
new file mode 100644
index 0000000..2946061
--- /dev/null
+++ b/reference/emailer_lib.IntermediateEmail.write_preview_email.qmd
@@ -0,0 +1,32 @@
+# write_preview_email { #emailer_lib.IntermediateEmail.write_preview_email }
+
+```python
+IntermediateEmail.write_preview_email(out_file='preview_email.html')
+```
+
+Write a preview HTML file with inline attachments embedded.
+
+This method replaces image sources in the HTML with base64-encoded data from
+inline attachments, allowing you to preview the email as it would appear to recipients.
+
+## Parameters {.doc-section .doc-section-parameters}
+
+[**out_file**]{.parameter-name} [:]{.parameter-annotation-sep} [str]{.parameter-annotation} [ = ]{.parameter-default-sep} [\'preview_email.html\']{.parameter-default}
+
+: The file path to write the preview HTML. Defaults to "preview_email.html".
+
+## Returns {.doc-section .doc-section-returns}
+
+[]{.parameter-name} [:]{.parameter-annotation-sep} [None]{.parameter-annotation}
+
+:
+
+## Examples {.doc-section .doc-section-examples}
+
+```python
+email.write_preview_email("preview.html")
+```
+
+## Notes {.doc-section .doc-section-notes}
+
+Raises ValueError if external attachments are present, as preview does not support them.
\ No newline at end of file
diff --git a/reference/index.qmd b/reference/index.qmd
index 473b88f..9d86d34 100644
--- a/reference/index.qmd
+++ b/reference/index.qmd
@@ -1,3 +1,48 @@
----
-title: This will be the reference index
----
\ No newline at end of file
+# API Reference {.doc .doc-index}
+
+## The Email Object
+
+An email object that in a serializable, previewable format, optimized for emails with content generated by data scientists.
+
+
+| | |
+| --- | --- |
+| [IntermediateEmail](IntermediateEmail.qmd#emailer_lib.IntermediateEmail) | A serializable, previewable, sendable email object for data science workflows. |
+| [IntermediateEmail.write_preview_email](IntermediateEmail.write_preview_email.qmd#emailer_lib.IntermediateEmail.write_preview_email) | Write a preview HTML file with inline attachments embedded. |
+| [IntermediateEmail.write_email_message](IntermediateEmail.write_email_message.qmd#emailer_lib.IntermediateEmail.write_email_message) | Convert the IntermediateEmail to a Python EmailMessage. |
+| [IntermediateEmail.preview_send_email](IntermediateEmail.preview_send_email.qmd#emailer_lib.IntermediateEmail.preview_send_email) | Send a preview of the email to a test recipient. |
+
+## Uploading emails
+
+Converting emails to IntermediateEmails, at which point they can be previewed, tested, and sent.
+
+
+| | |
+| --- | --- |
+| [quarto_json_to_intermediate_email](quarto_json_to_intermediate_email.qmd#emailer_lib.quarto_json_to_intermediate_email) | Convert a Quarto output metadata JSON file to an IntermediateEmail |
+| [mjml_to_intermediate_email](mjml_to_intermediate_email.qmd#emailer_lib.mjml_to_intermediate_email) | Convert MJML markup to an IntermediateEmail |
+| [redmail_to_intermediate_email](redmail_to_intermediate_email.qmd#emailer_lib.redmail_to_intermediate_email) | Convert a Redmail EmailMessage object to an IntermediateEmail |
+| [yagmail_to_intermediate_email](yagmail_to_intermediate_email.qmd#emailer_lib.yagmail_to_intermediate_email) | Convert a Yagmail email object to an IntermediateEmail |
+
+## Sending
+
+Functions to sending emails with different providers. And a special handy one to bypass the intermediate object if you are sending a quarto email.
+
+
+| | |
+| --- | --- |
+| [send_intermediate_email_with_gmail](send_intermediate_email_with_gmail.qmd#emailer_lib.send_intermediate_email_with_gmail) | Send an Intermediate Email object via Gmail. |
+| [send_intermediate_email_with_smtp](send_intermediate_email_with_smtp.qmd#emailer_lib.send_intermediate_email_with_smtp) | Send an Intermediate Email object via SMTP. |
+| [send_intermediate_email_with_redmail](send_intermediate_email_with_redmail.qmd#emailer_lib.send_intermediate_email_with_redmail) | Send an Intermediate Email object via Redmail. |
+| [send_intermediate_email_with_yagmail](send_intermediate_email_with_yagmail.qmd#emailer_lib.send_intermediate_email_with_yagmail) | Send an Intermediate Email object via Yagmail. |
+| [send_intermediate_email_with_mailgun](send_intermediate_email_with_mailgun.qmd#emailer_lib.send_intermediate_email_with_mailgun) | Send an Intermediate Email object via Mailgun. |
+| [send_quarto_email_with_gmail](send_quarto_email_with_gmail.qmd#emailer_lib.send_quarto_email_with_gmail) | Send an email using Gmail with content from a Quarto metadata JSON file. |
+
+## Utilities
+
+Previews and more
+
+
+| | |
+| --- | --- |
+| [write_email_message_to_file](write_email_message_to_file.qmd#emailer_lib.write_email_message_to_file) | Writes the HTML content of an email message to a file, inlining any images referenced by Content-ID (cid). |
\ No newline at end of file
diff --git a/reference/mjml_to_intermediate_email.qmd b/reference/mjml_to_intermediate_email.qmd
new file mode 100644
index 0000000..b828f86
--- /dev/null
+++ b/reference/mjml_to_intermediate_email.qmd
@@ -0,0 +1,19 @@
+# mjml_to_intermediate_email { #emailer_lib.mjml_to_intermediate_email }
+
+```python
+mjml_to_intermediate_email(mjml_content)
+```
+
+Convert MJML markup to an IntermediateEmail
+
+## Parameters {.doc-section .doc-section-parameters}
+
+[**mjml_content**]{.parameter-name} [:]{.parameter-annotation-sep} [str]{.parameter-annotation}
+
+: MJML markup string
+
+## Returns {.doc-section .doc-section-returns}
+
+[]{.parameter-name} [:]{.parameter-annotation-sep} [An Intermediate Email object]{.parameter-annotation}
+
+:
\ No newline at end of file
diff --git a/reference/quarto_json_to_intermediate_email.qmd b/reference/quarto_json_to_intermediate_email.qmd
new file mode 100644
index 0000000..b3c8539
--- /dev/null
+++ b/reference/quarto_json_to_intermediate_email.qmd
@@ -0,0 +1,13 @@
+# quarto_json_to_intermediate_email { #emailer_lib.quarto_json_to_intermediate_email }
+
+```python
+quarto_json_to_intermediate_email(path)
+```
+
+Convert a Quarto output metadata JSON file to an IntermediateEmail
+
+## Parameters {.doc-section .doc-section-parameters}
+
+[**path**]{.parameter-name} [:]{.parameter-annotation-sep} [str]{.parameter-annotation}
+
+: Path to the Quarto output metadata JSON file
\ No newline at end of file
diff --git a/reference/redmail_to_intermediate_email.qmd b/reference/redmail_to_intermediate_email.qmd
new file mode 100644
index 0000000..7e03d00
--- /dev/null
+++ b/reference/redmail_to_intermediate_email.qmd
@@ -0,0 +1,14 @@
+# redmail_to_intermediate_email { #emailer_lib.redmail_to_intermediate_email }
+
+```python
+redmail_to_intermediate_email(msg)
+```
+
+Convert a Redmail EmailMessage object to an IntermediateEmail
+
+## Params {.doc-section .doc-section-params}
+
+msg
+ The Redmail-generated EmailMessage object
+
+Converts the input EmailMessage to the intermediate email structure
\ No newline at end of file
diff --git a/reference/send_intermediate_email_with_gmail.qmd b/reference/send_intermediate_email_with_gmail.qmd
new file mode 100644
index 0000000..509d95b
--- /dev/null
+++ b/reference/send_intermediate_email_with_gmail.qmd
@@ -0,0 +1,39 @@
+# send_intermediate_email_with_gmail { #emailer_lib.send_intermediate_email_with_gmail }
+
+```python
+send_intermediate_email_with_gmail(username, password, i_email)
+```
+
+Send an Intermediate Email object via Gmail.
+
+## Parameters {.doc-section .doc-section-parameters}
+
+[**username**]{.parameter-name} [:]{.parameter-annotation-sep} [str]{.parameter-annotation}
+
+: Gmail account username for sending the email
+
+[**password**]{.parameter-name} [:]{.parameter-annotation-sep} [str]{.parameter-annotation}
+
+: Gmail app password
+
+[**i_email**]{.parameter-name} [:]{.parameter-annotation-sep} [IntermediateEmail]{.parameter-annotation}
+
+: IntermediateEmail object containing the email content and attachments
+
+## Returns {.doc-section .doc-section-returns}
+
+[]{.parameter-name} [:]{.parameter-annotation-sep} [None]{.parameter-annotation}
+
+: The function sends an email but doesn't return a value
+
+## Examples {.doc-section .doc-section-examples}
+
+```python
+email = IntermediateEmail(
+ html="Hello world
", + subject="Test Email", + recipients=["user@example.com"], +) + +send_intermediate_email_with_gmail("user@gmail.com", "password123", email) +``` \ No newline at end of file diff --git a/reference/send_intermediate_email_with_mailgun.qmd b/reference/send_intermediate_email_with_mailgun.qmd new file mode 100644 index 0000000..fc7f9f5 --- /dev/null +++ b/reference/send_intermediate_email_with_mailgun.qmd @@ -0,0 +1,23 @@ +# send_intermediate_email_with_mailgun { #emailer_lib.send_intermediate_email_with_mailgun } + +```python +send_intermediate_email_with_mailgun(i_email) +``` + +Send an Intermediate Email object via Mailgun. + +## Parameters {.doc-section .doc-section-parameters} + +[**i_email**]{.parameter-name} [:]{.parameter-annotation-sep} [IntermediateEmail]{.parameter-annotation}
+
+: IntermediateEmail object containing the email content and attachments
+
+## Returns {.doc-section .doc-section-returns}
+
+[]{.parameter-name} [:]{.parameter-annotation-sep} [None]{.parameter-annotation}
+
+:
+
+## Notes {.doc-section .doc-section-notes}
+
+This function is a placeholder and has not been implemented yet.
\ No newline at end of file
diff --git a/reference/send_intermediate_email_with_redmail.qmd b/reference/send_intermediate_email_with_redmail.qmd
new file mode 100644
index 0000000..32c0d50
--- /dev/null
+++ b/reference/send_intermediate_email_with_redmail.qmd
@@ -0,0 +1,23 @@
+# send_intermediate_email_with_redmail { #emailer_lib.send_intermediate_email_with_redmail }
+
+```python
+send_intermediate_email_with_redmail(i_email)
+```
+
+Send an Intermediate Email object via Redmail.
+
+## Parameters {.doc-section .doc-section-parameters}
+
+[**i_email**]{.parameter-name} [:]{.parameter-annotation-sep} [IntermediateEmail]{.parameter-annotation}
+
+: IntermediateEmail object containing the email content and attachments
+
+## Returns {.doc-section .doc-section-returns}
+
+[]{.parameter-name} [:]{.parameter-annotation-sep} [None]{.parameter-annotation}
+
+:
+
+## Notes {.doc-section .doc-section-notes}
+
+This function is a placeholder and has not been implemented yet.
\ No newline at end of file
diff --git a/reference/send_intermediate_email_with_smtp.qmd b/reference/send_intermediate_email_with_smtp.qmd
new file mode 100644
index 0000000..4f95514
--- /dev/null
+++ b/reference/send_intermediate_email_with_smtp.qmd
@@ -0,0 +1,23 @@
+# send_intermediate_email_with_smtp { #emailer_lib.send_intermediate_email_with_smtp }
+
+```python
+send_intermediate_email_with_smtp(i_email)
+```
+
+Send an Intermediate Email object via SMTP.
+
+## Parameters {.doc-section .doc-section-parameters}
+
+[**i_email**]{.parameter-name} [:]{.parameter-annotation-sep} [IntermediateEmail]{.parameter-annotation}
+
+: IntermediateEmail object containing the email content and attachments
+
+## Returns {.doc-section .doc-section-returns}
+
+[]{.parameter-name} [:]{.parameter-annotation-sep} [None]{.parameter-annotation}
+
+:
+
+## Notes {.doc-section .doc-section-notes}
+
+This function is a placeholder and has not been implemented yet.
\ No newline at end of file
diff --git a/reference/send_intermediate_email_with_yagmail.qmd b/reference/send_intermediate_email_with_yagmail.qmd
new file mode 100644
index 0000000..9cda074
--- /dev/null
+++ b/reference/send_intermediate_email_with_yagmail.qmd
@@ -0,0 +1,23 @@
+# send_intermediate_email_with_yagmail { #emailer_lib.send_intermediate_email_with_yagmail }
+
+```python
+send_intermediate_email_with_yagmail(i_email)
+```
+
+Send an Intermediate Email object via Yagmail.
+
+## Parameters {.doc-section .doc-section-parameters}
+
+[**i_email**]{.parameter-name} [:]{.parameter-annotation-sep} [IntermediateEmail]{.parameter-annotation}
+
+: IntermediateEmail object containing the email content and attachments
+
+## Returns {.doc-section .doc-section-returns}
+
+[]{.parameter-name} [:]{.parameter-annotation-sep} [None]{.parameter-annotation}
+
+:
+
+## Notes {.doc-section .doc-section-notes}
+
+This function is a placeholder and has not been implemented yet.
\ No newline at end of file
diff --git a/reference/send_quarto_email_with_gmail.qmd b/reference/send_quarto_email_with_gmail.qmd
new file mode 100644
index 0000000..ac18645
--- /dev/null
+++ b/reference/send_quarto_email_with_gmail.qmd
@@ -0,0 +1,42 @@
+# send_quarto_email_with_gmail { #emailer_lib.send_quarto_email_with_gmail }
+
+```python
+send_quarto_email_with_gmail(username, password, json_path, recipients)
+```
+
+Send an email using Gmail with content from a Quarto metadata JSON file.
+
+## Parameters {.doc-section .doc-section-parameters}
+
+[**username**]{.parameter-name} [:]{.parameter-annotation-sep} [str]{.parameter-annotation}
+
+: Gmail account username for sending the email
+
+[**password**]{.parameter-name} [:]{.parameter-annotation-sep} [str]{.parameter-annotation}
+
+: Gmail app password
+
+[**json_path**]{.parameter-name} [:]{.parameter-annotation-sep} [str]{.parameter-annotation}
+
+: Path to the Quarto-generated .output_metadata.json file
+
+[**recipients**]{.parameter-name} [:]{.parameter-annotation-sep} [list\[str\]]{.parameter-annotation}
+
+: List of email addresses to send the email to
+
+## Returns {.doc-section .doc-section-returns}
+
+[]{.parameter-name} [:]{.parameter-annotation-sep} [None]{.parameter-annotation}
+
+: The function sends an email but doesn't return a value
+
+## Examples {.doc-section .doc-section-examples}
+
+```python
+send_quarto_email_with_gmail(
+ "user@gmail.com",
+ "password123",
+ "path/to/output_metadata.json",
+ ["recipient1@example.com", "recipient2@example.com"]
+)
+```
\ No newline at end of file
diff --git a/reference/styles.css b/reference/styles.css
new file mode 100644
index 0000000..9be2d3a
--- /dev/null
+++ b/reference/styles.css
@@ -0,0 +1,4 @@
+table.caption-top.table td a {
+ display: inline-block;
+ min-width: 18em;
+}
\ No newline at end of file
diff --git a/reference/write_email_message_to_file.qmd b/reference/write_email_message_to_file.qmd
new file mode 100644
index 0000000..6f1fd86
--- /dev/null
+++ b/reference/write_email_message_to_file.qmd
@@ -0,0 +1,20 @@
+# write_email_message_to_file { #emailer_lib.write_email_message_to_file }
+
+```python
+write_email_message_to_file(msg, out_file='preview_email.html')
+```
+
+Writes the HTML content of an email message to a file, inlining any images referenced by Content-ID (cid).
+
+This function extracts all attachments referenced by Content-ID from the given EmailMessage,
+replaces any `src="cid:..."` references in the HTML body with base64-encoded image data,
+and writes the resulting HTML to the specified output file.
+
+Params:
+ msg
+ The email message object containing the HTML body and attachments.
+ out_file
+ The path to the output HTML file.
+
+Returns:
+ None
\ No newline at end of file
diff --git a/reference/yagmail_to_intermediate_email.qmd b/reference/yagmail_to_intermediate_email.qmd
new file mode 100644
index 0000000..a8f9f7f
--- /dev/null
+++ b/reference/yagmail_to_intermediate_email.qmd
@@ -0,0 +1,13 @@
+# yagmail_to_intermediate_email { #emailer_lib.yagmail_to_intermediate_email }
+
+```python
+yagmail_to_intermediate_email()
+```
+
+Convert a Yagmail email object to an IntermediateEmail
+
+## Params {.doc-section .doc-section-params}
+
+(none)
+
+Not yet implemented
\ No newline at end of file
diff --git a/summary.qmd b/summary.qmd
index de9780b..bfac2eb 100644
--- a/summary.qmd
+++ b/summary.qmd
@@ -155,9 +155,6 @@ gmail_app_password = os.environ["GMAIL_APP_PASSWORD"]
Check out the email content we will send.
-
-
-
```{python}
from data_polars import sp500
@@ -184,6 +181,4 @@ redmail.gmail.send(
-
-{{< embed email-examples/summary-example.qmd#email-output >}}
+-->
\ No newline at end of file
diff --git a/uv.lock b/uv.lock
index a793d52..ca91185 100644
--- a/uv.lock
+++ b/uv.lock
@@ -9,6 +9,15 @@ resolution-markers = [
"python_full_version < '3.10'",
]
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081, upload-time = "2024-05-20T21:33:25.928Z" }
+wheels = [
+ { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643, upload-time = "2024-05-20T21:33:24.1Z" },
+]
+
[[package]]
name = "anyio"
version = "4.11.0"
@@ -133,6 +142,15 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/b7/b8/3fe70c75fe32afc4bb507f75563d39bc5642255d1d94f1f23604725780bf/babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2", size = 10182537, upload-time = "2025-02-01T15:17:37.39Z" },
]
+[[package]]
+name = "beartype"
+version = "0.22.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/04/96/43ed27f27127155f24f5cf85df0c27fd2ac2ab67d94cecc8f76933f91679/beartype-0.22.2.tar.gz", hash = "sha256:ff3a7df26af8d15fa87f97934f0f6d41bbdadca971c410819104998dd26013d2", size = 1574491, upload-time = "2025-10-04T06:37:56.451Z" }
+wheels = [
+ { url = "https://files.pythonhosted.org/packages/96/2a/a4773109619010192e72f48e95165b14790413a51f513c879c8d63f67e17/beartype-0.22.2-py3-none-any.whl", hash = "sha256:12077afe3528eba5c5b801f816712f7ff06f6da5509994c79561e29b48bcedb8", size = 1317280, upload-time = "2025-10-04T06:37:53.99Z" },
+]
+
[[package]]
name = "beautifulsoup4"
version = "4.14.2"
@@ -146,6 +164,46 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/94/fe/3aed5d0be4d404d12d36ab97e2f1791424d9ca39c2f754a6285d59a3b01d/beautifulsoup4-4.14.2-py3-none-any.whl", hash = "sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515", size = 106392, upload-time = "2025-09-29T10:05:43.771Z" },
]
+[[package]]
+name = "black"
+version = "25.9.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+ { name = "click", version = "8.1.8", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" },
+ { name = "click", version = "8.3.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
+ { name = "mypy-extensions" },
+ { name = "packaging" },
+ { name = "pathspec" },
+ { name = "platformdirs" },
+ { name = "pytokens" },
+ { name = "tomli", marker = "python_full_version < '3.11'" },
+ { name = "typing-extensions", marker = "python_full_version < '3.11'" },
+]
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version = "0.17.0"
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{ name = "polars" },
{ name = "pyarrow" },
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{ name = "polars", specifier = ">=1.34.0" },
{ name = "pyarrow", specifier = ">=21.0.0" },
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+ { name = "pytest", specifier = ">=3" },
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+ { name = "quartodoc" },
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