Pre-release

This release is a pre-release and may not be stable for production use.

paradoxmachines-dlt-sources

PyPI Python versions CI Coverage Ruff mypy: strict License: Apache 2.0

Open-source dlt verified sources maintained by Paradox Machines.

This repo follows the structural conventions of dlt-hub/verified-sources — each source is a self-contained folder under paradox_dlt_sources/ with its own README, helpers, settings, and requirements.

Install

Two supported flows:

A. As a PyPI dependency (recommended for production)

pip install paradoxmachines-dlt-sources

Pinnable, reproducible, no scaffolding.

B. Via dlt init (scaffold a starter project)

Each source is also mirrored at sources/<name>/ so dlt's CLI can scaffold a standalone project the same way it does for dlt-hub/verified-sources:

dlt init attio duckdb --location https://github.com/Paradox-Machines/dlt-sources

This drops attio/, attio_pipeline.py, requirements.txt, and .dlt/{secrets,config}.toml into your cwd, with secret keys pre-populated from the source signature. Substitute any of agree_com, attio, github, hubspot, notion, pipedrive, quickbooks, stripe for the source name, and any dlt destination for duckdb. Run dlt init --list-sources --location <url> to enumerate.

Maintainers: the sources/ tree is generated. After editing any paradox_dlt_sources/<name>/, run python scripts/sync_dlt_init_layout.py to mirror the changes. CI runs --check to fail PRs that drift.

Sources

Source Status Resources
agree_com beta agreements, contacts, invoices, schedules
apollo_io beta contacts, accounts, people, opportunities, sequences, users, email_accounts, labels
attio beta companies, people, deals, lists, notes
github beta organizations, users, repositories, pull_requests, commits, pull_request_commits, pull_request_stats
hubspot beta companies, contacts, deals, engagements, deal_pipelines
m365_graph beta mail_documents, sharepoint_documents (NDA dropzone, fresh-vs-return classified)
monday_crm beta boards, items (incremental), users, teams, tags, updates, workspaces, columns, groups
notion beta users, databases, pages, blocks, comments
pipedrive beta persons, deals, leads, activities, organizations, stages, users_recents
quickbooks beta 24 entities (invoices, customers, accounts, transactions, …)
stripe beta charges, customers, invoices, refunds, invoice_line_items

More sources coming as we port them from our internal pipeline. See CONTRIBUTING.md for the porting checklist.

Usage (PyPI flow)

import dlt
from paradox_dlt_sources.attio import attio_source

pipeline = dlt.pipeline(
    pipeline_name="attio_demo",
    destination="duckdb",
    dataset_name="attio_data",
)
pipeline.run(attio_source())  # api_key resolved from .dlt/secrets.toml

Configure .dlt/secrets.toml:

[sources.attio]
api_key = "your_attio_api_key"

For the dlt init flow, the scaffolded <source>_pipeline.py is the equivalent demo — import paths are bare (from attio import attio_source) because the source folder lands at your project root.

License

Apache 2.0 — see LICENSE.

Project links

Data verified by PyPI on Jul 30, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

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2 maintainers

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Credits

Author: Paradox Machines

GitHub Statistics

Data verified by PyPI on Jul 30, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License

Apache Software License (Apache-2.0)

Requires

Python >=3.11

Provides Extra

dev

Tags

data-pipelines dlt etl verified-sources

Classifiers

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