Datasets:

Modalities:
Tabular
Text
Formats:
parquet
ArXiv:
Libraries:
Datasets
pandas
License:
PLSemanticsBench / README.md
Auditt's picture
Upload dataset
05b090c verified
|
raw
history blame
23.4 kB
metadata
license: cc-by-2.0
dataset_info:
  - config_name: predrule-IMP-SOS-mk-human-written
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
      - name: sampled-statements
        list:
          - name: line_number
            dtype: int64
          - name: prior_state
            struct:
              - name: ble
                dtype: int64
              - name: ans
                dtype: int64
              - name: num
                dtype: int64
              - name: a
                dtype: int64
              - name: b
                dtype: int64
              - name: c
                dtype: int64
              - name: d
                dtype: int64
              - name: f
                dtype: int64
              - name: x
                dtype: int64
              - name: j
                dtype: int64
              - name: k
                dtype: int64
              - name: m
                dtype: int64
              - name: p
                dtype: int64
              - name: q
                dtype: int64
              - name: r
                dtype: int64
              - name: X
                dtype: int64
              - name: B
                dtype: int64
              - name: 'n'
                dtype: int64
              - name: i
                dtype: int64
              - name: s
                dtype: int64
              - name: t
                dtype: int64
              - name: first
                dtype: int64
              - name: tk
                dtype: int64
              - name: 'y'
                dtype: int64
              - name: T
                dtype: int64
              - name: aa
                dtype: int64
              - name: bb
                dtype: int64
              - name: tmp
                dtype: int64
              - name: xyz
                dtype: int64
              - name: cnt
                dtype: int64
              - name: vol
                dtype: int64
              - name: z
                dtype: int64
              - name: temp
                dtype: int64
              - name: n1
                dtype: int64
              - name: n2
                dtype: int64
              - name: n3
                dtype: int64
              - name: e
                dtype: int64
              - name: x1
                dtype: int64
              - name: x2
                dtype: int64
              - name: y1
                dtype: int64
              - name: count
                dtype: int64
              - name: y2
                dtype: int64
              - name: l
                dtype: int64
              - name: sum
                dtype: int64
              - name: k9m
                dtype: int64
              - name: x7f
                dtype: int64
              - name: p2d
                dtype: int64
              - name: h
                dtype: int64
              - name: l2
                dtype: int64
              - name: r2
                dtype: int64
              - name: number
                dtype: int64
              - name: ax1
                dtype: int64
              - name: ax2
                dtype: int64
              - name: ay1
                dtype: int64
              - name: ay2
                dtype: int64
              - name: bx1
                dtype: int64
              - name: bx2
                dtype: int64
              - name: by1
                dtype: int64
              - name: by2
                dtype: int64
              - name: left
                dtype: int64
              - name: oh
                dtype: int64
              - name: ow
                dtype: int64
              - name: right
                dtype: int64
              - name: r1x1
                dtype: int64
              - name: r1x2
                dtype: int64
              - name: r1y1
                dtype: int64
              - name: r1y2
                dtype: int64
              - name: r2x1
                dtype: int64
              - name: r2x2
                dtype: int64
              - name: r2y1
                dtype: int64
              - name: r2y2
                dtype: int64
          - name: rules
            list: string
          - name: cleaned_stmt
            dtype: string
          - name: control_stack
            dtype: string
    splits:
      - name: train
        num_bytes: 6777258
        num_examples: 324
    download_size: 208154
    dataset_size: 6777258
  - config_name: predrule-IMP-SOS-uk-human-written
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
      - name: sampled-statements
        list:
          - name: line_number
            dtype: int64
          - name: prior_state
            struct:
              - name: ble
                dtype: int64
              - name: ans
                dtype: int64
              - name: i
                dtype: int64
              - name: 'n'
                dtype: int64
              - name: x
                dtype: int64
              - name: 'y'
                dtype: int64
              - name: a
                dtype: int64
              - name: b
                dtype: int64
              - name: c
                dtype: int64
              - name: p
                dtype: int64
              - name: q
                dtype: int64
              - name: m
                dtype: int64
              - name: temp
                dtype: int64
              - name: j
                dtype: int64
              - name: k
                dtype: int64
              - name: n1
                dtype: int64
              - name: n2
                dtype: int64
              - name: n3
                dtype: int64
              - name: num
                dtype: int64
              - name: d
                dtype: int64
              - name: f
                dtype: int64
              - name: r
                dtype: int64
              - name: X
                dtype: int64
              - name: B
                dtype: int64
              - name: s
                dtype: int64
              - name: t
                dtype: int64
              - name: first
                dtype: int64
              - name: tk
                dtype: int64
              - name: T
                dtype: int64
              - name: aa
                dtype: int64
              - name: bb
                dtype: int64
              - name: tmp
                dtype: int64
              - name: xyz
                dtype: int64
              - name: e
                dtype: int64
              - name: l
                dtype: int64
              - name: h
                dtype: int64
              - name: z
                dtype: int64
              - name: number
                dtype: int64
              - name: l2
                dtype: int64
              - name: r2
                dtype: int64
              - name: x1
                dtype: int64
              - name: x2
                dtype: int64
              - name: y1
                dtype: int64
              - name: count
                dtype: int64
              - name: y2
                dtype: int64
              - name: sum
                dtype: int64
              - name: k9m
                dtype: int64
              - name: x7f
                dtype: int64
              - name: p2d
                dtype: int64
              - name: cnt
                dtype: int64
              - name: vol
                dtype: int64
              - name: ax1
                dtype: int64
              - name: ax2
                dtype: int64
              - name: ay1
                dtype: int64
              - name: ay2
                dtype: int64
              - name: bx1
                dtype: int64
              - name: bx2
                dtype: int64
              - name: by1
                dtype: int64
              - name: by2
                dtype: int64
              - name: left
                dtype: int64
              - name: oh
                dtype: int64
              - name: ow
                dtype: int64
              - name: right
                dtype: int64
              - name: r1x1
                dtype: int64
              - name: r1x2
                dtype: int64
              - name: r1y1
                dtype: int64
              - name: r1y2
                dtype: int64
              - name: r2x1
                dtype: int64
              - name: r2x2
                dtype: int64
              - name: r2y1
                dtype: int64
              - name: r2y2
                dtype: int64
          - name: rules
            list: string
          - name: cleaned_stmt
            dtype: string
          - name: control_stack
            dtype: string
    splits:
      - name: train
        num_bytes: 3359261
        num_examples: 162
    download_size: 142836
    dataset_size: 3359261
  - config_name: predstate-IMP-K-mk-fuzzer-generated
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
    splits:
      - name: train
        num_bytes: 26058090
        num_examples: 330
    download_size: 7001572
    dataset_size: 26058090
  - config_name: predstate-IMP-K-mk-human-written
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
    splits:
      - name: train
        num_bytes: 3235751
        num_examples: 324
    download_size: 63156
    dataset_size: 3235751
  - config_name: predstate-IMP-K-mk-llm-translated
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
    splits:
      - name: train
        num_bytes: 4354979
        num_examples: 330
    download_size: 268020
    dataset_size: 4354979
  - config_name: predstate-IMP-K-uk-fuzzer-generated
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
    splits:
      - name: train
        num_bytes: 12440461
        num_examples: 165
    download_size: 3420099
    dataset_size: 12440461
  - config_name: predstate-IMP-K-uk-human-written
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
    splits:
      - name: train
        num_bytes: 1591974
        num_examples: 162
    download_size: 45219
    dataset_size: 1591974
  - config_name: predstate-IMP-K-uk-llm-translated
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
    splits:
      - name: train
        num_bytes: 2135878
        num_examples: 165
    download_size: 191974
    dataset_size: 2135878
  - config_name: predstate-IMP-SOS-mk-fuzzer-generated
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
    splits:
      - name: train
        num_bytes: 27673607
        num_examples: 330
    download_size: 7008801
    dataset_size: 27673607
  - config_name: predstate-IMP-SOS-mk-human-written
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
    splits:
      - name: train
        num_bytes: 4821893
        num_examples: 324
    download_size: 70344
    dataset_size: 4821893
  - config_name: predstate-IMP-SOS-mk-llm-translated
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
    splits:
      - name: train
        num_bytes: 5970494
        num_examples: 330
    download_size: 275248
    dataset_size: 5970494
  - config_name: predstate-IMP-SOS-uk-fuzzer-generated
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
    splits:
      - name: train
        num_bytes: 13245824
        num_examples: 165
    download_size: 3426458
    dataset_size: 13245824
  - config_name: predstate-IMP-SOS-uk-human-written
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
    splits:
      - name: train
        num_bytes: 2382696
        num_examples: 162
    download_size: 51583
    dataset_size: 2382696
  - config_name: predstate-IMP-SOS-uk-llm-translated
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
    splits:
      - name: train
        num_bytes: 2941243
        num_examples: 165
    download_size: 198331
    dataset_size: 2941243
  - config_name: predstate-IMP-nk-fuzzer-generated
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
    splits:
      - name: train
        num_bytes: 10917179
        num_examples: 165
    download_size: 3416057
    dataset_size: 10917179
  - config_name: predstate-IMP-nk-human-written
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
    splits:
      - name: train
        num_bytes: 96390
        num_examples: 162
    download_size: 41198
    dataset_size: 96390
  - config_name: predstate-IMP-nk-llm-translated
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
    splits:
      - name: train
        num_bytes: 612598
        num_examples: 165
    download_size: 187945
    dataset_size: 612598
  - config_name: predtrace-IMP-K-mk-human-written
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
      - name: max-loop-depth
        dtype: int64
      - name: max-if-depth
        dtype: int64
    splits:
      - name: train
        num_bytes: 22715525
        num_examples: 324
    download_size: 1272634
    dataset_size: 22715525
  - config_name: predtrace-IMP-K-uk-human-written
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
      - name: max-loop-depth
        dtype: int64
      - name: max-if-depth
        dtype: int64
    splits:
      - name: train
        num_bytes: 11331861
        num_examples: 162
    download_size: 648136
    dataset_size: 11331861
  - config_name: predtrace-IMP-SOS-mk-human-written
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
      - name: max-loop-depth
        dtype: int64
      - name: max-if-depth
        dtype: int64
    splits:
      - name: train
        num_bytes: 36617209
        num_examples: 324
    download_size: 2093225
    dataset_size: 36617209
  - config_name: predtrace-IMP-SOS-uk-human-written
    features:
      - name: id
        dtype: string
      - name: program
        dtype: string
      - name: src-filename
        dtype: string
      - name: semantics-type
        dtype: string
      - name: syntax
        dtype: string
      - name: semantics
        dtype: string
      - name: language
        dtype: string
      - name: mutated-program
        dtype: string
      - name: mutated
        dtype: bool
      - name: mutation-pattern
        dtype: string
      - name: K-evaluatable
        dtype: bool
      - name: ground-truth
        dtype: string
      - name: max-loop-depth
        dtype: int64
      - name: max-if-depth
        dtype: int64
    splits:
      - name: train
        num_bytes: 18280353
        num_examples: 162
    download_size: 1061112
    dataset_size: 18280353
configs:
  - config_name: predrule-IMP-SOS-mk-human-written
    data_files:
      - split: train
        path: predrule-IMP-SOS-mk-human-written/train-*
  - config_name: predrule-IMP-SOS-uk-human-written
    data_files:
      - split: train
        path: predrule-IMP-SOS-uk-human-written/train-*
  - config_name: predstate-IMP-K-mk-fuzzer-generated
    data_files:
      - split: train
        path: predstate-IMP-K-mk-fuzzer-generated/train-*
  - config_name: predstate-IMP-K-mk-human-written
    data_files:
      - split: train
        path: predstate-IMP-K-mk-human-written/train-*
  - config_name: predstate-IMP-K-mk-llm-translated
    data_files:
      - split: train
        path: predstate-IMP-K-mk-llm-translated/train-*
  - config_name: predstate-IMP-K-uk-fuzzer-generated
    data_files:
      - split: train
        path: predstate-IMP-K-uk-fuzzer-generated/train-*
  - config_name: predstate-IMP-K-uk-human-written
    data_files:
      - split: train
        path: predstate-IMP-K-uk-human-written/train-*
  - config_name: predstate-IMP-K-uk-llm-translated
    data_files:
      - split: train
        path: predstate-IMP-K-uk-llm-translated/train-*
  - config_name: predstate-IMP-SOS-mk-fuzzer-generated
    data_files:
      - split: train
        path: predstate-IMP-SOS-mk-fuzzer-generated/train-*
  - config_name: predstate-IMP-SOS-mk-human-written
    data_files:
      - split: train
        path: predstate-IMP-SOS-mk-human-written/train-*
  - config_name: predstate-IMP-SOS-mk-llm-translated
    data_files:
      - split: train
        path: predstate-IMP-SOS-mk-llm-translated/train-*
  - config_name: predstate-IMP-SOS-uk-fuzzer-generated
    data_files:
      - split: train
        path: predstate-IMP-SOS-uk-fuzzer-generated/train-*
  - config_name: predstate-IMP-SOS-uk-human-written
    data_files:
      - split: train
        path: predstate-IMP-SOS-uk-human-written/train-*
  - config_name: predstate-IMP-SOS-uk-llm-translated
    data_files:
      - split: train
        path: predstate-IMP-SOS-uk-llm-translated/train-*
  - config_name: predstate-IMP-nk-fuzzer-generated
    data_files:
      - split: train
        path: predstate-IMP-nk-fuzzer-generated/train-*
  - config_name: predstate-IMP-nk-human-written
    data_files:
      - split: train
        path: predstate-IMP-nk-human-written/train-*
  - config_name: predstate-IMP-nk-llm-translated
    data_files:
      - split: train
        path: predstate-IMP-nk-llm-translated/train-*
  - config_name: predtrace-IMP-K-mk-human-written
    data_files:
      - split: train
        path: predtrace-IMP-K-mk-human-written/train-*
  - config_name: predtrace-IMP-K-uk-human-written
    data_files:
      - split: train
        path: predtrace-IMP-K-uk-human-written/train-*
  - config_name: predtrace-IMP-SOS-mk-human-written
    data_files:
      - split: train
        path: predtrace-IMP-SOS-mk-human-written/train-*
  - config_name: predtrace-IMP-SOS-uk-human-written
    data_files:
      - split: train
        path: predtrace-IMP-SOS-uk-human-written/train-*