{
  "task": {
    "id": "case_13",
    "name": "token_trend_analysis",
    "summary": "Analyzes the trend [increasing, decreasing, constant] of numeric tokens.",
    "examples": [
      {
        "input": [
          "BOS",
          1,
          1,
          0,
          0,
          1,
          1,
          0,
          0,
          0
        ],
        "output": [
          "BOS",
          "constant",
          "decreasing",
          "constant",
          "increasing",
          "constant",
          "decreasing",
          "constant",
          "constant",
          null
        ]
      },
      {
        "input": [
          "BOS",
          2,
          2,
          0,
          2,
          0,
          2,
          2,
          0,
          0
        ],
        "output": [
          "BOS",
          "constant",
          "decreasing",
          "increasing",
          "decreasing",
          "increasing",
          "constant",
          "decreasing",
          "constant",
          null
        ]
      },
      {
        "input": [
          "BOS",
          2,
          0,
          2,
          2,
          0,
          0,
          2,
          1,
          2
        ],
        "output": [
          "BOS",
          "decreasing",
          "increasing",
          "constant",
          "decreasing",
          "constant",
          "increasing",
          "decreasing",
          "increasing",
          null
        ]
      },
      {
        "input": [
          "BOS",
          2,
          2,
          2,
          1,
          2,
          1,
          1,
          2,
          1
        ],
        "output": [
          "BOS",
          "constant",
          "constant",
          "decreasing",
          "increasing",
          "decreasing",
          "constant",
          "increasing",
          "decreasing",
          null
        ]
      },
      {
        "input": [
          "BOS",
          2,
          2,
          2,
          0,
          2,
          1,
          0,
          1,
          1
        ],
        "output": [
          "BOS",
          "constant",
          "constant",
          "decreasing",
          "increasing",
          "decreasing",
          "decreasing",
          "increasing",
          "constant",
          null
        ]
      }
    ],
    "is_categorical": true
  },
  "program": "select_off_by_offset = rasp.Select[rasp.indices, rasp.indices, lambda k,q: q == k + offset]\nnext_token = rasp.Aggregate[select_off_by_offset, sop, default=None].named[\"shift_by(-1)\"]\ntrend_analysis = rasp.SequenceMap[second_part_fn, sop, next_token]\nreturn trend_analysis",
  "components": [
    {
      "id": "L0H0_ATTN",
      "hook": "blocks.0.attn.hook_result[0]",
      "role": {
        "tag": "ROUTER",
        "note": "Shifts the sequence to provide each position with the next token (and pads the end)."
      },
      "rasp_vars": [
        "next_token"
      ],
      "labels": [
        "shift_by(-1)_2"
      ]
    },
    {
      "id": "L0_MLP",
      "hook": "blocks.0.mlp.hook_post",
      "role": {
        "tag": "COMBINER",
        "note": "Compares the current token with the next token and outputs the trend class."
      },
      "rasp_vars": [
        "trend_analysis"
      ],
      "labels": [
        "sequence_map_1"
      ]
    }
  ]
}