tha-wright-stuff
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 |  |
 |
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 |  |
 |
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 |  |
 |
tha-req-runner | Transport layer for API runners — session management, retries, safe_call, and a normalized parse_response dict. Supports both requests and httpx2 backends. |
| tha-aws-runner |  |
 |
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 |  |
 |
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 |  |
 |
tha-edfi-runner | Ed-Fi ODS API client — OAuth client-credentials auth, pagination, and chunked parallel posting via ThreadPoolExecutor. |
| tha-google-runner |  |
 |
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 |  |
 |
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 httpx2 transport backend for tha-req-runner.
License
MIT
1 maintainer
Release files for tha-wright-stuff 0.2.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| tha_wright_stuff-0.2.0.tar.gz | 10.9 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| tha_wright_stuff-0.2.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 16.4 kB
Release files / tha_wright_stuff-0.2.0.tar.gz
| Download URL | tha_wright_stuff-0.2.0.tar.gz |
|---|---|
| Size | 10.9 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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| Size | 5.5 kB |
| Tags | Python 3 |
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Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Sep 25, 2026.
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