generated: '2026-08-14'
method: searched
source: https://pypi.org/project/tiyaro/
note: >-
  Command surface read verbatim from the published wheel
  tiyaro-0.0.8-py3-none-any.whl (files.pythonhosted.org), which declares the
  console_scripts entry point `tiyaro = tiyaro.main:cli`. Tiyaro's own docs page
  (https://www.tiyaro.ai/docs/) is an iframe of docs.tiyaro.ai, which no longer
  resolves, so the distribution itself is the only surviving first-party source
  for this surface. The CLI is functional to INSTALL but not to USE: every
  endpoint it calls is dead (see lifecycle/tiyaro-lifecycle.yml).
name: tiyaro
package: packages/tiyaro-packages.yml
version: 0.0.8
released: '2022-05-31'
status: abandoned
install:
- method: pip
  command: pip install tiyaro
authentication:
  style: api-key
  env_var: TIYARO_API_KEY
  transport: 'Authorization: Bearer <TIYARO_API_KEY>'
  key_issuance: https://console.tiyaro.ai/apikeys
  key_issuance_status: host does not resolve (NXDOMAIN, checked 2026-08-14)
purpose: >-
  Package, test locally, and push a custom PyTorch model into the Tiyaro model
  hosting platform ("Tiyaro Push" / Model Studio), then run inference against
  the hosted model.
commands:
- name: init
  summary: Initializes model repo for Tiyaro Push
  flags:
  - -f, --force
  - -v, --verbose
  note: >-
    Prompts for model name (pattern [a-zA-Z_][a-zA-Z0-9_]*), framework
    (Pytorch/Tensorflow/JAX/Other - only pytorch is supported) and model class
    (image-classification, text-classification, custom); scaffolds
    ./tiyaro_handler with a model_manifest.yml and handler templates.
- name: push
  summary: Pushes model repo to Tiyaro Infrastructure
  flags:
  - -f, --force
  - -v, --verbose
  note: >-
    Reserves a vendor namespace, git-archives HEAD into ./build, uploads via a
    presigned URL, and reports status to the Model Studio publish page.
- name: test
  summary: Test model locally & validate expected input output formats
  flags:
  - -p, --pretrained  (pretrained file path or URL; default from model_manifest.yml)
  - -i, --input       (required; input string or file path)
  - -o, --output      (inference output file)
  - -dv, --delvenv    (delete the test venv after each run, default true)
  - -v, --verbose
  note: Creates ./.tiyaro_test_venv, installs the handler requirements, runs tiyaro_handler_test.py.
- name: infer
  summary: Runs inference on model hosted on Tiyaro
  status: not-implemented
  note: Ships as a work-in-progress stub in 0.0.8 - the command prints a WIP notice and exits.
- name: clean
  summary: Forcefully cleans all tiyaro generated files
  flags:
  - -f, --force
  - -v, --verbose
endpoints_called:
- url: https://api.tiyaro.ai/v1/ent
  role: inference endpoint prefix
  status: NXDOMAIN (2026-08-14)
- url: https://console.tiyaro.ai/modelstudio-publish
  role: push status page
  status: NXDOMAIN (2026-08-14)
- url: https://wpxkueck1a.execute-api.us-west-2.amazonaws.com/Prod/registered_vendor_name
  role: vendor namespace reservation
- url: https://wpxkueck1a.execute-api.us-west-2.amazonaws.com/Prod/hello
  role: presigned upload request
- url: https://wpxkueck1a.execute-api.us-west-2.amazonaws.com/Prod/customer_download
  role: handler template download
- url: https://1quz3qvhsi.execute-api.us-west-2.amazonaws.com/Prod/push-model
  role: push status updates