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Consider using release 0.1.32 instead.

tha-wright-stuff

PyPI Python codecov dep floors pre-commit 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 Size GitHub What it does
tha-csv-runner PyPI 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 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 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 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 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 size tha-edfi-runner Ed-Fi ODS API client — OAuth client-credentials auth, pagination, and chunked parallel posting via ThreadPoolExecutor.
tha-google-runner PyPI 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 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 4, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

PyPI data
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  • 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 4, 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

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