Fuzz introspector: fuzz_fuse
For issues and ideas: https://github.com/ossf/fuzz-introspector/issues

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked Calltree index Parent function Callsite Largest blocked function
73 110 dask.utils.key_split call site: 00110 dask.utils.key_split
18 85 dask.optimization.fuse call site: 00085 dask.core.subs
10 270 dask.optimization.default_fused_keys_renamer._enforce_max_key_limit call site: 00270 dask.utils.key_split
6 22 dask.optimization.fuse call site: 00022 dask.core.flatten
6 56 dask.optimization.fuse call site: 00056 .len
4 309 dask.optimization.default_fused_linear_keys_renamer call site: 00309 dask.utils.key_split
3 40 dask.core.keys_in_tasks call site: 00040 work.extend
3 49 dask.core.keys_in_tasks call site: 00049 dask.core.get_dependencies
3 257 dask.utils.key_split call site: 00257 word.isalpha
3 282 dask.optimization.fuse_linear call site: 00282 dask.core.flatten
2 33 dask.optimization.fuse call site: 00033 dask.config.get
2 75 dask.core.subs call site: 00075 dask.core.subs

Fuzzer calltree

0 ...fuzz_fuse.TestOneInput [function] [call site] 00000
1 <builtin>.len [function] [call site] 00001
1 atheris.FuzzedDataProvider [function] [call site] 00002
1 ...fuzz_fuse.get_fuse_dict [function] [call site] 00003
2 atheris.FuzzedDataProvider [function] [call site] 00004
2 <builtin>.dict [function] [call site] 00005
2 fdp.ConsumeIntInRange [function] [call site] 00006
2 <builtin>.list [function] [call site] 00007
2 previous_keys.append [function] [call site] 00008
2 <builtin>.range [function] [call site] 00009
2 <builtin>.str [function] [call site] 00010
2 fdp.ConsumeIntInRange [function] [call site] 00011
2 <builtin>.len [function] [call site] 00012
2 fdp.ConsumeIntInRange [function] [call site] 00013
2 previous_keys.append [function] [call site] 00014
1 <builtin>.len [function] [call site] 00015
1 fdp.ConsumeBool [function] [call site] 00016
1 dask.optimization.fuse [function] [call site] 00017
2 dask.config.get [function] [call site] 00018
3 dask.config.canonical_name [function] [call site] 00019
2 <builtin>.isinstance [function] [call site] 00022
2 <builtin>.isinstance [function] [call site] 00023
2 dask.core.flatten [function] [call site] 00024
3 <builtin>.isinstance [function] [call site] 00025
3 <builtin>.isinstance [function] [call site] 00026
3 dask.core.flatten [function] [call site] 00027
2 <builtin>.set [function] [call site] 00028
2 dask.config.get [function] [call site] 00029
2 dask.config.get [function] [call site] 00030
2 dask.config.get [function] [call site] 00031
2 dask.config.get [function] [call site] 00032
2 dask.config.get [function] [call site] 00034
2 <builtin>.callable [function] [call site] 00035
2 dask.core.get_dependencies [function] [call site] 00036
3 dask.core.keys_in_tasks [function] [call site] 00037
4 <builtin>.type [function] [call site] 00038
4 <builtin>.callable [function] [call site] 00039
4 work.extend [function] [call site] 00040
4 work.extend [function] [call site] 00041
4 work.extend [function] [call site] 00043
4 <builtin>.isinstance [function] [call site] 00044
4 work.extend [function] [call site] 00045
4 <builtin>.isinstance [function] [call site] 00046
4 work.append [function] [call site] 00047
4 ret.append [function] [call site] 00048
4 <builtin>.set [function] [call site] 00049
2 <builtin>.isinstance [function] [call site] 00050
2 dask.core.get_dependencies [function] [call site] 00051
2 dependencies.items [function] [call site] 00052
2 deps.items [function] [call site] 00053
2 <builtin>.set [function] [call site] 00054
2 <builtin>.set [function] [call site] 00055
2 rdeps.items [function] [call site] 00056
2 <builtin>.len [function] [call site] 00057
2 <builtin>.isinstance [function] [call site] 00058
2 <builtin>.type [function] [call site] 00059
2 <builtin>.isinstance [function] [call site] 00060
2 <builtin>.isinstance [function] [call site] 00061
2 <builtin>.any [function] [call site] 00062
2 reducible.add [function] [call site] 00063
2 <builtin>.set [function] [call site] 00064
2 <builtin>.len [function] [call site] 00065
2 rdeps.values [function] [call site] 00066
2 <builtin>.all [function] [call site] 00067
2 <builtin>.len [function] [call site] 00069
2 <builtin>.len [function] [call site] 00070
2 <builtin>.len [function] [call site] 00071
2 <builtin>.isinstance [function] [call site] 00072
2 dask.core.subs [function] [call site] 00073
3 <builtin>.type [function] [call site] 00074
3 <builtin>.callable [function] [call site] 00075
3 <builtin>.type [function] [call site] 00076
3 dask.core.subs [function] [call site] 00077
3 <builtin>.type [function] [call site] 00078
3 <builtin>.callable [function] [call site] 00079
3 dask.core.subs [function] [call site] 00080
3 dask.core.subs [function] [call site] 00081
3 newargs.append [function] [call site] 00082
3 <builtin>.tuple [function] [call site] 00083
2 deps_parent.remove [function] [call site] 00084
2 child_keys.append [function] [call site] 00085
2 <builtin>.int [function] [call site] 00086
2 <builtin>.int [function] [call site] 00087
2 <builtin>.set [function] [call site] 00088
2 <builtin>.len [function] [call site] 00089
2 <builtin>.len [function] [call site] 00090
2 <builtin>.len [function] [call site] 00091
2 <builtin>.min [function] [call site] 00092
2 <builtin>.max [function] [call site] 00093
2 <builtin>.len [function] [call site] 00094
2 <builtin>.isinstance [function] [call site] 00095
2 <builtin>.any [function] [call site] 00096
2 <builtin>.isinstance [function] [call site] 00097
2 <builtin>.set [function] [call site] 00098
2 dask.core.subs [function] [call site] 00099
2 child_keys.extend [function] [call site] 00100
2 child_keys.append [function] [call site] 00101
2 <builtin>.int [function] [call site] 00102
2 <builtin>.int [function] [call site] 00103
2 fused_trees.items [function] [call site] 00104
2 dask.optimization.default_fused_keys_renamer [function] [call site] 00105
3 <builtin>.reversed [function] [call site] 00106
3 <builtin>.next [function] [call site] 00107
3 <builtin>.type [function] [call site] 00108
3 dask.utils.key_split [function] [call site] 00109
4 <builtin>.type [function] [call site] 00110
4 functools.partial.key.name.decode [function] [call site] 00111
4 numpy.linalg.svd.name.key._key.decode [function] [call site] 00112
4 pandas.to_numeric.name.key.decode [function] [call site] 00113
4 numpy.linalg.svd.dask.decode [function] [call site] 00114
4 functools.partial.key.decode [function] [call site] 00115
4 scipy.stats.distributions.chi2.sf.name._key.decode [function] [call site] 00116
4 pandas.to_numeric.dask.decode [function] [call site] 00117
4 numpy.linalg.svd.decode [function] [call site] 00118
4 tlz.concat.key.name._key.decode [function] [call site] 00119
4 tlz.concat.key._key.decode [function] [call site] 00120
4 tlz.concat.name._key.decode [function] [call site] 00121
4 pandas.to_numeric.key.name.decode [function] [call site] 00122
4 collections.namedtuple.key._key.decode [function] [call site] 00123
4 fsspec.core.OpenFile.decode [function] [call site] 00124
4 numpy.linalg.svd.key._key.decode [function] [call site] 00125
4 distributed.shuffle.rechunk_p2p.T.data.name.decode [function] [call site] 00126
4 distributed.shuffle.rechunk_p2p.size.name.decode [function] [call site] 00127
4 tlz.merge.decode [function] [call site] 00128
4 functools.partial.decode [function] [call site] 00129
4 numpy.linalg.svd.name._key.decode [function] [call site] 00130
4 tlz.concat._key.decode [function] [call site] 00131
4 functools.partial.name.decode [function] [call site] 00132
4 scipy.stats.distributions.chi2.sf.key.name.decode [function] [call site] 00133
4 tlz.concat.name.decode [function] [call site] 00134
4 pandas.to_numeric.key._key.decode [function] [call site] 00135
4 scipy.stats.distributions.chi2.sf.decode [function] [call site] 00136
4 collections.namedtuple.dask.decode [function] [call site] 00137
4 pandas.to_numeric._key.decode [function] [call site] 00138
4 functools.partial.name._key.decode [function] [call site] 00139
4 functools.partial.key._key.decode [function] [call site] 00140
4 distributed.shuffle.rechunk_p2p.data.name.decode [function] [call site] 00141
4 pandas.to_numeric.name.key._key.decode [function] [call site] 00142
4 tlz.concat.name.key.decode [function] [call site] 00143
4 numpy.linalg.svd._key.decode [function] [call site] 00144
4 scipy.stats.distributions.chi2.sf.name.key.decode [function] [call site] 00145
4 numpy.linalg.svd.name.decode [function] [call site] 00146
4 tlz.concat.decode [function] [call site] 00147
4 numpy.nan.T.data.name.decode [function] [call site] 00148
4 numpy.linalg.svd.key.name._key.decode [function] [call site] 00149
4 collections.namedtuple.key.decode [function] [call site] 00150
4 fsspec.core.OpenFile.key.decode [function] [call site] 00151
4 numpy.linalg.svd.key.decode [function] [call site] 00152
4 tlz.concat.key.name.decode [function] [call site] 00153
4 numpy.linalg.svd.name.key.decode [function] [call site] 00154
4 functools.partial.dask.decode [function] [call site] 00155
4 distributed.shuffle.rechunk_p2p.size.data.name.decode [function] [call site] 00156
4 scipy.stats.distributions.chi2.sf.name.key._key.decode [function] [call site] 00157
4 numpy.linalg.svd.key.name.decode [function] [call site] 00158
4 scipy.stats.distributions.chi2.sf.dask.decode [function] [call site] 00159
4 scipy.stats.distributions.chi2.sf._key.decode [function] [call site] 00160
4 functools.partial.key.name._key.decode [function] [call site] 00161
4 distributed.shuffle.rechunk_p2p.size.T.data.name.decode [function] [call site] 00162
4 tlz.concat.key.decode [function] [call site] 00163
4 numpy.nan.name.decode [function] [call site] 00164
4 scipy.stats.distributions.chi2.sf.key.decode [function] [call site] 00165
4 pandas.to_numeric.key.decode [function] [call site] 00166
4 functools.partial.name.key._key.decode [function] [call site] 00167
4 functools.partial._key.decode [function] [call site] 00168
4 pandas.to_numeric.name.decode [function] [call site] 00169
4 scipy.stats.distributions.chi2.sf.key.name._key.decode [function] [call site] 00170
4 scipy.stats.distributions.chi2.sf.name.decode [function] [call site] 00171
4 pandas.to_numeric.decode [function] [call site] 00172
4 tlz.concat.name.key._key.decode [function] [call site] 00173
4 scipy.stats.distributions.chi2.sf.key._key.decode [function] [call site] 00174
4 functools.partial.name.key.decode [function] [call site] 00175
4 tlz.concat.dask.decode [function] [call site] 00176
4 collections.namedtuple.decode [function] [call site] 00177
4 collections.namedtuple._key.decode [function] [call site] 00178
4 distributed.shuffle.rechunk_p2p.name.decode [function] [call site] 00179
4 pandas.to_numeric.key.name._key.decode [function] [call site] 00180
4 pandas.to_numeric.name._key.decode [function] [call site] 00181
4 numpy.nan.data.name.decode [function] [call site] 00182
4 dask.utils.key_split [function] [call site] 00183
4 <builtin>.type [function] [call site] 00184
4 dask.utils.key_split [function] [call site] 00185
4 functools.partial.name.key.split [function] [call site] 00186
4 tlz.concat._key.split [function] [call site] 00187
4 pandas.to_numeric._key.split [function] [call site] 00188
4 numpy.linalg.svd.name.split [function] [call site] 00189
4 scipy.stats.distributions.chi2.sf._key.split [function] [call site] 00190
4 scipy.stats.distributions.chi2.sf.key._key.split [function] [call site] 00191
4 tlz.concat.name.split [function] [call site] 00192
4 numpy.linalg.svd.name.key._key.split [function] [call site] 00193
4 tlz.concat.key.name._key.split [function] [call site] 00194
4 scipy.stats.distributions.chi2.sf.split [function] [call site] 00195
4 tlz.concat.dask.split [function] [call site] 00196
4 functools.partial.split [function] [call site] 00197
4 pandas.to_numeric.name.key.split [function] [call site] 00198
4 collections.namedtuple.key.split [function] [call site] 00199
4 numpy.linalg.svd.key.name._key.split [function] [call site] 00200
4 distributed.shuffle.rechunk_p2p.size.data.name.split [function] [call site] 00201
4 scipy.stats.distributions.chi2.sf.name.key._key.split [function] [call site] 00202
4 functools.partial.name.key._key.split [function] [call site] 00203
4 functools.partial.dask.split [function] [call site] 00204
4 distributed.shuffle.rechunk_p2p.size.name.split [function] [call site] 00205
4 functools.partial._key.split [function] [call site] 00206
4 pandas.to_numeric.dask.split [function] [call site] 00207
4 numpy.nan.T.data.name.split [function] [call site] 00208
4 numpy.linalg.svd.key._key.split [function] [call site] 00209
4 numpy.nan.data.name.split [function] [call site] 00210
4 numpy.linalg.svd.name.key.split [function] [call site] 00211
4 numpy.nan.name.split [function] [call site] 00212
4 tlz.concat.split [function] [call site] 00213
4 tlz.concat.name._key.split [function] [call site] 00214
4 numpy.linalg.svd.key.name.split [function] [call site] 00215
4 functools.partial.name._key.split [function] [call site] 00216
4 tlz.concat.key.split [function] [call site] 00217
4 functools.partial.name.split [function] [call site] 00218
4 distributed.shuffle.rechunk_p2p.size.T.data.name.split [function] [call site] 00219
4 functools.partial.key.name.split [function] [call site] 00220
4 pandas.to_numeric.name._key.split [function] [call site] 00221
4 distributed.shuffle.rechunk_p2p.data.name.split [function] [call site] 00222
4 pandas.to_numeric.key.name.split [function] [call site] 00223
4 pandas.to_numeric.key.name._key.split [function] [call site] 00224
4 scipy.stats.distributions.chi2.sf.name.split [function] [call site] 00225
4 scipy.stats.distributions.chi2.sf.name._key.split [function] [call site] 00226
4 functools.partial.key.split [function] [call site] 00227
4 functools.partial.key.name._key.split [function] [call site] 00228
4 numpy.linalg.svd.name._key.split [function] [call site] 00229
4 scipy.stats.distributions.chi2.sf.key.split [function] [call site] 00230
4 pandas.to_numeric.key.split [function] [call site] 00231
4 scipy.stats.distributions.chi2.sf.key.name._key.split [function] [call site] 00232
4 fsspec.core.OpenFile.split [function] [call site] 00233
4 collections.namedtuple.key._key.split [function] [call site] 00234
4 pandas.to_numeric.name.key._key.split [function] [call site] 00235
4 pandas.to_numeric.key._key.split [function] [call site] 00236
4 collections.namedtuple._key.split [function] [call site] 00237
4 distributed.shuffle.rechunk_p2p.name.split [function] [call site] 00238
4 numpy.linalg.svd.dask.split [function] [call site] 00239
4 scipy.stats.distributions.chi2.sf.key.name.split [function] [call site] 00240
4 tlz.merge.split [function] [call site] 00241
4 tlz.concat.key.name.split [function] [call site] 00242
4 numpy.linalg.svd._key.split [function] [call site] 00243
4 collections.namedtuple.dask.split [function] [call site] 00244
4 pandas.to_numeric.split [function] [call site] 00245
4 numpy.linalg.svd.split [function] [call site] 00246
4 tlz.concat.key._key.split [function] [call site] 00247
4 tlz.concat.name.key._key.split [function] [call site] 00248
4 numpy.linalg.svd.key.split [function] [call site] 00249
4 scipy.stats.distributions.chi2.sf.name.key.split [function] [call site] 00250
4 functools.partial.key._key.split [function] [call site] 00251
4 scipy.stats.distributions.chi2.sf.dask.split [function] [call site] 00252
4 fsspec.core.OpenFile.key.split [function] [call site] 00253
4 tlz.concat.name.key.split [function] [call site] 00254
4 pandas.to_numeric.name.split [function] [call site] 00255
4 collections.namedtuple.split [function] [call site] 00256
4 distributed.shuffle.rechunk_p2p.T.data.name.split [function] [call site] 00257
4 word.isalpha [function] [call site] 00258
4 <builtin>.len [function] [call site] 00259
4 hex_pattern.match [function] [call site] 00260
4 <builtin>.len [function] [call site] 00261
4 result.strip [function] [call site] 00263
4 sys.intern [function] [call site] 00264
3 dask.utils.key_split [function] [call site] 00265
3 names.discard [function] [call site] 00266
3 <builtin>.sorted [function] [call site] 00267
3 names.append [function] [call site] 00268
3 dask.optimization.default_fused_keys_renamer._enforce_max_key_limit [function] [call site] 00269
4 <builtin>.len [function] [call site] 00270
4 <builtin>.hash [function] [call site] 00271
3 <builtin>.len [function] [call site] 00272
3 <builtin>.isinstance [function] [call site] 00273
3 dask.utils.key_split [function] [call site] 00274
3 dask.utils.key_split [function] [call site] 00275
3 names.discard [function] [call site] 00276
3 <builtin>.sorted [function] [call site] 00277
3 names.append [function] [call site] 00278
3 dask.optimization.default_fused_keys_renamer._enforce_max_key_limit [function] [call site] 00279
1 fdp.ConsumeBool [function] [call site] 00280
1 dask.optimization.fuse_linear [function] [call site] 00281
2 <builtin>.isinstance [function] [call site] 00282
2 <builtin>.isinstance [function] [call site] 00283
2 dask.core.flatten [function] [call site] 00284
2 <builtin>.set [function] [call site] 00285
2 dask.core.get_dependencies [function] [call site] 00286
2 <builtin>.set [function] [call site] 00287
2 <builtin>.len [function] [call site] 00288
2 unfusible.add [function] [call site] 00289
2 unfusible.add [function] [call site] 00290
2 unfusible.add [function] [call site] 00291
2 child2parent.items [function] [call site] 00292
2 <builtin>.map [function] [call site] 00293
2 <builtin>.dict [function] [call site] 00294
2 child2parent.popitem [function] [call site] 00295
2 child2parent.pop [function] [call site] 00296
2 chain.append [function] [call site] 00297
2 chain.reverse [function] [call site] 00298
2 parent2child.pop [function] [call site] 00299
2 chain.append [function] [call site] 00300
2 chains.append [function] [call site] 00301
2 <builtin>.set [function] [call site] 00302
2 dependencies.items [function] [call site] 00303
2 <builtin>.set [function] [call site] 00304
2 <builtin>.set [function] [call site] 00305
2 dask.optimization.default_fused_linear_keys_renamer [function] [call site] 00306
3 <builtin>.type [function] [call site] 00307
3 dask.utils.key_split [function] [call site] 00308
3 names.append [function] [call site] 00309
3 <builtin>.len [function] [call site] 00310
3 <builtin>.isinstance [function] [call site] 00311
3 dask.utils.key_split [function] [call site] 00312
3 names.append [function] [call site] 00313
2 chain.pop [function] [call site] 00314
2 chain.pop [function] [call site] 00315
2 dependencies.pop [function] [call site] 00316
2 dask.core.subs [function] [call site] 00317
2 fused.add [function] [call site] 00318
2 fused.add [function] [call site] 00319
2 aliases.add [function] [call site] 00320
2 dsk.items [function] [call site] 00321
2 dependencies.items [function] [call site] 00322
2 deps.remove [function] [call site] 00323
2 dask.core.subs [function] [call site] 00325
1 fdp.ConsumeBool [function] [call site] 00326