cdepillabout

shell.nix for Training in GCP AI Platform

This gist contains a shell.nix file that can be used to create a Python environment for running training jobs in the GCP AI Platform.

This is specifically for the following tutorial:

https://cloud.google.com/ai-platform/docs/getting-started-keras

This uses code from https://github.com/GoogleCloudPlatform/cloudml-samples in the census/tf-keras directory.

cdepillabout

{-# LANGUAGE RankNTypes #-}
{-# LANGUAGE ScopedTypeVariables #-}

module Example where

import Control.Concurrent.MVar
import Control.Monad.IO.Class
import Control.Monad.Trans.Cont
import Data.Foldable
import Data.Monoid

cdepillabout

{-# LANGUAGE FlexibleContexts #-}
{-# LANGUAGE OverloadedStrings #-}

module Main where

import Control.Monad.Except
import Control.Monad.State
import Control.Monad.Writer
import Data.Functor.Identity
import Data.Text (Text)

cdepillabout

let
  nixpkgs-src = builtins.fetchTarball {
    # master of 2021-01-05.
    url = "https://github.com/NixOS/nixpkgs/archive/1a57d96edd156958b12782e8c8b6a374142a7248.tar.gz";
    sha256 = "1qdh457apmw2yxbpi1biwl5x5ygaw158ppff4al8rx7gncgl10rd";
  };

  pkgs = import nixpkgs-src {
    config = {
      # allowUnfree may be necessary for some packages, but in general you should not need it.

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with import <nixpkgs> {};

let
  packageSet = fetchurl {
    url = "https://github.com/purescript/package-sets/releases/download/psc-0.14.4-20210905/packages.dhall";
    # The hash below is a base64-encoded version of the base-16 hash that is
    # specified in our local packages.dhall file:
    # ```
    # $ cat packages.dhall
    # let upstream =

cdepillabout

$ nix build -L .#pkgsMusl.postgresql
@nix { "action": "setPhase", "phase": "unpackPhase" }
unpacking sources
unpacking source archive /nix/store/j76apgvazybh6fhiif7yj67xnfj6x7fr-postgresql-13.4.tar.bz2
source root is postgresql-13.4
setting SOURCE_DATE_EPOCH to timestamp 1628543016 of file postgresql-13.4/INSTALL
@nix { "action": "setPhase", "phase": "patchPhase" }
patching sources
applying patch /nix/store/zv4waczq5k45138d2sdy7dyidas90lhh-disable-resolve_symlinks-94.patch

cdepillabout

{-# LANGUAGE AllowAmbiguousTypes #-}
{-# LANGUAGE DataKinds #-}
{-# LANGUAGE KindSignatures #-}
{-# LANGUAGE MultiParamTypeClasses #-}
{-# LANGUAGE OverloadedStrings #-}
{-# LANGUAGE TypeApplications #-}
{-# LANGUAGE TypeOperators #-}
{-# LANGUAGE ScopedTypeVariables #-}
{-# LANGUAGE FlexibleContexts #-}
{-# LANGUAGE GADTs #-}