Yanked

This release has been yanked by its maintainers, and will be ignored by installers, except when explicitly specified.
Consider using release 0.1.32 instead.

tha-wright-stuff

PyPI Python codecov dep floors pre-commit wheel size

Install the entire Tabular Helper (tha-*) library family in one shot.

pip install tha-wright-stuff

What is this?

tha-wright-stuff serves two purposes at once:

1. Meta-package

One install pulls in every tha-* library and re-exports all of their public symbols from a single namespace. Instead of installing and importing from eight separate packages, you can just do:

# AWS
from tha_wright_stuff import ThaDdb, ThaGsi, ThaS3, ThaSSM, DdbCostTracker, cli_auth_check, current_identity, parse_arn, parse_assumed_role_arn
# CSV
from tha_wright_stuff import ThaCSV
# Ed-Fi
from tha_wright_stuff import ThaEdfiBase, ThaStudentAssessment
# Google
from tha_wright_stuff import ThaSheets, ThaDocs, ThaDrive, ThaSlides, ThaGmail
# Map
from tha_wright_stuff import ThaMap
# Requests
from tha_wright_stuff import ThaReq
# Snowflake
from tha_wright_stuff import ThaSnowflake, Session, list_profiles
# Utils
from tha_wright_stuff import ThaStr, ThaNum, ThaDT, ThaDict, ThaList, ThaType

Every public class, function, and error type from all eight libraries is available at the top level.

2. Cross-family integration canary

uv.lock is intentionally not committed to this repo. That means every CI run resolves all eight libraries fresh from PyPI — no pinned snapshot. If any two libraries in the family ship incompatible dependency requirements, this repo's CI will fail, surfacing the conflict before users hit it.

Included libraries

Package PyPI Wheel Size GitHub What it does
tha-csv-runner PyPI wheel size tha-csv-runner Read and write CSVs with progress bars, header validation, chunking, sort/filter, and an optional per-row validator callback.
tha-map-runner PyPI wheel size tha-map-runner Enrich and join dicts using dotted-path projection and O(n+m) index-based lookups. Supports left / inner / anti joins and DynamoDB result shapes.
tha-req-runner PyPI wheel size tha-req-runner Transport layer for API runners — session management, retries, safe_call, and a normalized parse_response dict. Supports both requests and httpx backends.
tha-aws-runner PyPI wheel size tha-aws-runner DynamoDB (ThaDdb), GSI queries (ThaGsi), S3 (ThaS3), SSM Parameter Store (ThaSSM), a DdbCostTracker context manager that tallies RCU/WCU and USD cost per run, and standalone helpers (cli_auth_check, current_identity, parse_arn, parse_assumed_role_arn).
tha-utils-helper PyPI wheel size tha-utils-helper Zero-dependency utilities: ThaStr (slugify, format), ThaNum (currency, parens-as-negative, cast), ThaDT (auto-detect date formats), ThaDict (pick, omit, rename), ThaList (chunk, flatten), ThaType (bool/int/float coercion). All include matching *_rows batch methods.
tha-edfi-runner PyPI wheel size tha-edfi-runner Ed-Fi ODS API client — OAuth client-credentials auth, pagination, and chunked parallel posting via ThreadPoolExecutor.
tha-google-runner PyPI wheel size tha-google-runner Typed wrappers for Google Sheets (ThaSheets), Docs (ThaDocs), Drive (ThaDrive), Slides (ThaSlides), and Gmail (ThaGmail) — OAuth2 or ADC auth, read/write/upsert rows, file download, presentation creation, and email sending.
tha-snowflake-runner PyPI wheel size tha-snowflake-runner Snowflake query runner (ThaSnowflake) — named connection profiles, query execution to row dicts, and chunked parallel inserts.

Requirements

  • Python 3.10+

All eight libraries are installed automatically as dependencies, including the httpx transport backend for tha-req-runner.

License

MIT

Project links

Data verified by PyPI on Jul 9, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
  • Yanked:
Newer release available (0.1.32)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for tha-guy-nate from gravatar.com tha-guy-nate

Credits

Author: Nate Wright

GitHub Statistics

Data verified by PyPI on Jul 9, 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

MIT License (MIT)

Requires

Python >=3.10

Provides Extra

dev

Tags

api aws csv edfi google helper meta snowflake tabular utilities

Classifiers

Report project as malware

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

tha_wright_stuff-0.1.26.tar.gz (10.1 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

tha_wright_stuff-0.1.26-py3-none-any.whl (5.5 kB view details)

Uploaded Python 3

File details

Details for the file tha_wright_stuff-0.1.26.tar.gz.

File metadata

  • Download URL: tha_wright_stuff-0.1.26.tar.gz
  • Upload date:
  • Size: 10.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for tha_wright_stuff-0.1.26.tar.gz
Algorithm Hash digest
SHA256 32fee9b1031d55ec91988fa54f34383617e3c884ab37f1e2c0aead831aede152
MD5 604e60b968b3d7f90f96fff53d070a22
BLAKE2b-256 c207b087ad7a634e74c387fe244ec625e211774a898bde796cae6a359bc6734b

See more details on using hashes here.

Provenance

The following attestation bundles were made for tha_wright_stuff-0.1.26.tar.gz:

Publisher: publish.yml on tha-guy-nate/tha-wright-stuff

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file tha_wright_stuff-0.1.26-py3-none-any.whl.

File metadata

File hashes

Hashes for tha_wright_stuff-0.1.26-py3-none-any.whl
Algorithm Hash digest
SHA256 6e5ef9cdacae6822399f0754c3a5991df66f6752e2632612be6ba6ad7b6fc556
MD5 269c139db8802b52345cc82fb93fbbb1
BLAKE2b-256 be3acc05aea8f89303e2cef93efd1e50d6e7f60a474f34f2ec571a7757470782

See more details on using hashes here.

Provenance

The following attestation bundles were made for tha_wright_stuff-0.1.26-py3-none-any.whl:

Publisher: publish.yml on tha-guy-nate/tha-wright-stuff

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page