{
  "task": {
    "id": "case_130",
    "name": "clip",
    "summary": "Clips each element to be within a range (make the default range [2, 7]).",
    "examples": [
      {
        "input": [
          "BOS",
          -9,
          4,
          13,
          -1,
          -5,
          -8,
          13,
          5,
          -9
        ],
        "output": [
          "BOS",
          2,
          4,
          7,
          2,
          2,
          2,
          7,
          5,
          2
        ]
      },
      {
        "input": [
          "BOS",
          10,
          3,
          7,
          -5,
          -5,
          8,
          5,
          -12,
          -8
        ],
        "output": [
          "BOS",
          7,
          3,
          7,
          2,
          2,
          7,
          5,
          2,
          2
        ]
      },
      {
        "input": [
          "BOS",
          9,
          1,
          11,
          11,
          -6,
          12,
          12,
          0,
          -1
        ],
        "output": [
          "BOS",
          7,
          2,
          7,
          7,
          2,
          7,
          7,
          2,
          2
        ]
      },
      {
        "input": [
          "BOS",
          -14,
          12,
          5,
          -15,
          -4,
          10,
          6,
          13,
          -4
        ],
        "output": [
          "BOS",
          2,
          7,
          5,
          2,
          2,
          7,
          6,
          7,
          2
        ]
      },
      {
        "input": [
          "BOS",
          8,
          -13,
          6,
          5,
          -14,
          8,
          -4,
          14,
          -10
        ],
        "output": [
          "BOS",
          7,
          2,
          6,
          5,
          2,
          7,
          2,
          7,
          2
        ]
      }
    ],
    "is_categorical": true
  },
  "program": "all_min_val = rasp.Map(lambda x: 2, rasp.tokens)\nall_max_val = rasp.Map(lambda x: 7, rasp.tokens)\nless_than_min = rasp.Map(lambda x: x < 2, rasp.tokens)\ngreater_than_max = rasp.Map(lambda x: x > 7, rasp.tokens)\nclip_min = rasp.SequenceMap(lambda orig, clip: clip if orig < 2 else orig, rasp.tokens, all_min_val)\nclip_max = rasp.SequenceMap(lambda clipped_min, clip: clip if clipped_min > 7 else clipped_min, clip_min, all_max_val)\nreturn clip_max",
  "components": [
    {
      "id": "L0_MLP",
      "hook": "blocks.0.mlp.hook_post",
      "role": {
        "tag": "MAPPER",
        "note": "Creates constant per-position helper values used as the lower and upper clipping bounds."
      },
      "rasp_vars": [
        "all_min_val",
        "all_max_val"
      ],
      "labels": [
        "map_3",
        "map_4"
      ]
    },
    {
      "id": "L1_MLP",
      "hook": "blocks.1.mlp.hook_post",
      "role": {
        "tag": "COMBINER",
        "note": "Applies the lower-bound clipping step, replacing values below the minimum with the minimum."
      },
      "rasp_vars": [
        "clip_min"
      ],
      "labels": [
        "sequence_map_2"
      ]
    },
    {
      "id": "L2_MLP",
      "hook": "blocks.2.mlp.hook_post",
      "role": {
        "tag": "COMBINER",
        "note": "Applies the upper-bound clipping step, replacing values above the maximum with the maximum."
      },
      "rasp_vars": [
        "clip_max"
      ],
      "labels": [
        "sequence_map_1"
      ]
    }
  ]
}