BUG: 0/frame numeric ops buggy (GH9144)
closes #9144
closes #8445 

---

Here's the results from testing the vbenches related to DataFrames (I also added 6 vbenches).

```
Invoked with :
--ncalls: 10
--repeats: 10


-------------------------------------------------------------------------------
Test name                                    | head[ms] | base[ms] |  ratio   |
-------------------------------------------------------------------------------
frame_float_div_by_zero                      |   1.5656 |  23.4006 |   0.0669 |
frame_float_floor_by_zero                    |   3.1077 |  24.2786 |   0.1280 |
groupby_frame_nth_none                       |   1.4918 |   2.1483 |   0.6944 |
groupby_frame_nth_any                        |   4.0633 |   5.4162 |   0.7502 |
dataframe_resample_max_string                |   1.3970 |   1.5892 |   0.8791 |
stat_ops_frame_mean_int_axis_1               |   3.4506 |   3.9006 |   0.8846 |
stat_ops_frame_mean_float_axis_1             |   3.6501 |   4.1200 |   0.8859 |
dataframe_resample_max_numpy                 |   1.4134 |   1.5861 |   0.8911 |
frame_reindex_upcast                         |   5.6926 |   6.3748 |   0.8930 |
stat_ops_frame_sum_int_axis_1                |   3.2424 |   3.6136 |   0.8973 |
dataframe_resample_min_numpy                 |   1.4320 |   1.5937 |   0.8985 |
stat_ops_frame_mean_float_axis_0             |   3.5722 |   3.9361 |   0.9075 |
frame_ctor_dtindex_Nanox2                    |   0.8544 |   0.9404 |   0.9086 |
frame_dropna_axis1_any                       |  17.6609 |  19.4360 |   0.9087 |
frame_ctor_dtindex_Hourx1                    |   0.8695 |   0.9554 |   0.9101 |
frame_ctor_dtindex_Secondx1                  |   0.8586 |   0.9384 |   0.9150 |
frame_ctor_dtindex_Microx2                   |   0.8564 |   0.9341 |   0.9168 |
dataframe_resample_mean_string               |   1.8672 |   2.0302 |   0.9197 |
frame_ctor_dtindex_Nanox1                    |   0.8526 |   0.9242 |   0.9225 |
stat_ops_level_frame_sum_multiple            |   4.7174 |   5.0987 |   0.9252 |
frame_ctor_dtindex_Hourx2                    |   0.8645 |   0.9342 |   0.9254 |
frame_xs_row                                 |   0.0242 |   0.0261 |   0.9269 |
frame_ctor_dtindex_BMonthBeginx1             |   1.0908 |   1.1755 |   0.9280 |
stat_ops_frame_sum_float_axis_0              |   3.6003 |   3.8713 |   0.9300 |
eval_frame_mult_python_one_thread            |  12.8115 |  13.7715 |   0.9303 |
stat_ops_frame_sum_int_axis_0                |   3.2616 |   3.4839 |   0.9362 |
eval_frame_mult_python                       |  12.8203 |  13.6336 |   0.9403 |
dataframe_resample_min_string                |   1.4186 |   1.5066 |   0.9416 |
frame_shift_axis0                            |   7.3947 |   7.8502 |   0.9420 |
stat_ops_frame_sum_float_axis_1              |   3.5332 |   3.7481 |   0.9427 |
frame_ctor_dtindex_BYearEndx2                |   1.0797 |   1.1452 |   0.9428 |
frame_fillna_many_columns_pad                |   4.3826 |   4.6457 |   0.9434 |
frame_ctor_dtindex_Secondx2                  |   0.8635 |   0.9153 |   0.9434 |
frame_get_dtype_counts                       |   0.0601 |   0.0635 |   0.9467 |
frame_dropna_axis1_all                       |  34.1749 |  36.0852 |   0.9471 |
frame_float_equal                            |   2.1541 |   2.2727 |   0.9478 |
dataframe_resample_mean_numpy                |   1.8673 |   1.9664 |   0.9496 |
append_frame_single_mixed                    |   1.2900 |   1.3544 |   0.9525 |
eval_frame_add_python                        |  13.0182 |  13.6672 |   0.9525 |
eval_frame_and_python_one_thread             |  23.5453 |  24.5942 |   0.9574 |
frame_drop_dup_inplace                       |   1.8290 |   1.9081 |   0.9585 |
groupby_frame_cython_many_columns            |   2.4763 |   2.5806 |   0.9596 |
frame_get_numeric_data                       |   0.0697 |   0.0725 |   0.9612 |
eval_frame_and_python                        |  23.6922 |  24.6444 |   0.9614 |
frame_mask_bools                             |   8.5507 |   8.8782 |   0.9631 |
frame_shift_axis_1                           |  11.5263 |  11.9162 |   0.9673 |
eval_frame_chained_cmp_python                |  68.9274 |  71.2359 |   0.9676 |
frame_multi_and_st                           |  20.8511 |  21.5107 |   0.9693 |
eval_frame_add_python_one_thread             |  11.9996 |  12.3749 |   0.9697 |
frame_mask_floats                            |   5.7624 |   5.9394 |   0.9702 |
frame_multi_and_no_ne                        |  21.2904 |  21.9065 |   0.9719 |
frame_apply_axis_1                           |  45.9807 |  47.2289 |   0.9736 |
join_dataframe_integer_2key                  |   3.5381 |   3.6330 |   0.9739 |
frame_ctor_nested_dict_int64                 |  48.7418 |  50.0032 |   0.9748 |
eval_frame_chained_cmp_python_one_thread     |  67.2400 |  68.9405 |   0.9753 |
frame_to_csv_mixed                           | 404.9059 | 414.6069 |   0.9766 |
groupby_frame_singlekey_integer              |   1.4465 |   1.4805 |   0.9770 |
frame_dropna_axis1_all_mixed_dtypes          | 137.6919 | 140.7975 |   0.9779 |
frame_insert_500_columns_end                 |  65.0207 |  66.4810 |   0.9780 |
frame_drop_dup_na_inplace                    |   1.6683 |   1.7045 |   0.9788 |
frame_iteritems                              |  17.1694 |  17.5347 |   0.9792 |
stat_ops_level_frame_sum                     |   2.1278 |   2.1730 |   0.9792 |
reindex_frame_level_align                    |   0.6034 |   0.6153 |   0.9807 |
frame_count_level_axis0_mixed_dtypes_multi   |  73.6246 |  75.0608 |   0.9809 |
dataframe_reindex                            |   0.2569 |   0.2615 |   0.9824 |
frame_reindex_axis1                          |  44.7410 |  45.5110 |   0.9831 |
groupby_frame_median                         |   5.1782 |   5.2658 |   0.9834 |
frame_to_csv_date_formatting                 |   6.7534 |   6.8611 |   0.9843 |
frame_fancy_lookup_all                       |  11.3160 |  11.4933 |   0.9846 |
frame_ctor_dtindex_DateOffsetx2              |   0.7447 |   0.7562 |   0.9848 |
join_dataframe_integer_key                   |   1.2000 |   1.2166 |   0.9863 |
frame_reindex_columns                        |   0.2247 |   0.2276 |   0.9872 |
frame_from_records_generator                 |  41.6522 |  42.1751 |   0.9876 |
frame_ctor_dtindex_QuarterBeginx2            |   0.9039 |   0.9145 |   0.9884 |
frame_sort_index_by_columns                  |  24.9708 |  25.2553 |   0.9887 |
join_dataframe_index_single_key_bigger       |   8.9800 |   9.0787 |   0.9891 |
frame_apply_ref_by_name                      |   8.7795 |   8.8757 |   0.9892 |
stat_ops_frame_mean_int_axis_0               |   3.2407 |   3.2742 |   0.9898 |
indexing_dataframe_boolean                   |  82.9152 |  83.7444 |   0.9901 |
frame_add                                    |   3.7720 |   3.8059 |   0.9911 |
frame_ctor_dtindex_BYearBeginx2              |   1.0778 |   1.0870 |   0.9915 |
frame_drop_duplicates_na                     |  14.2417 |  14.3591 |   0.9918 |
frame_ctor_dtindex_CBMonthBeginx1            |   2.2563 |   2.2738 |   0.9923 |
frame_ctor_dtindex_Weekx2                    |   0.7799 |   0.7859 |   0.9924 |
join_dataframe_index_single_key_small        |   8.2365 |   8.2989 |   0.9925 |
frame_dropna_axis1_any_mixed_dtypes          | 124.3344 | 125.2386 |   0.9928 |
frame_ctor_list_of_dict                      |  42.8818 |  43.1860 |   0.9930 |
frame_ctor_dtindex_YearEndx2                 |   0.8680 |   0.8737 |   0.9935 |
append_frame_single_homogenous               |   0.8964 |   0.9022 |   0.9936 |
groupby_frame_apply                          |  22.1934 |  22.3310 |   0.9938 |
frame_mult_no_ne                             |   3.8051 |   3.8274 |   0.9942 |
frame_nonunique_equal                        |   7.3191 |   7.3515 |   0.9956 |
frame_ctor_dtindex_BMonthBeginx2             |   1.0844 |   1.0890 |   0.9958 |
frame_apply_lambda_mean                      |   3.8462 |   3.8609 |   0.9962 |
frame_ctor_nested_dict                       |  46.5123 |  46.6852 |   0.9963 |
frame_count_level_axis1_mixed_dtypes_multi   |  61.2177 |  61.4444 |   0.9963 |
frame_ctor_dtindex_BMonthEndx2               |   0.9260 |   0.9288 |   0.9970 |
frame_html_repr_trunc_mi                     |  22.1488 |  22.2066 |   0.9974 |
frame_multi_and                              |  21.2545 |  21.3085 |   0.9975 |
frame_add_st                                 |   3.7661 |   3.7741 |   0.9979 |
frame_ctor_dtindex_BYearBeginx1              |   1.0904 |   1.0926 |   0.9980 |
join_dataframe_index_multi                   |  13.3128 |  13.3311 |   0.9986 |
frame_getitem_single_column                  |  12.7089 |  12.7029 |   1.0005 |
frame_object_equal                           |   7.3267 |   7.3224 |   1.0006 |
frame_from_records_generator_nrows           |   0.5950 |   0.5940 |   1.0016 |
frame_to_string_floats                       |  15.5732 |  15.5458 |   1.0018 |
frame_add_no_ne                              |   3.8073 |   3.7999 |   1.0019 |
frame_ctor_dtindex_CBMonthBeginx2            |   1.9428 |   1.9389 |   1.0020 |
frame_ctor_dtindex_BusinessDayx2             |   0.8365 |   0.8348 |   1.0020 |
frame_ctor_dtindex_BDayx2                    |   0.8400 |   0.8381 |   1.0023 |
frame_float_mod                              |   2.4775 |   2.4717 |   1.0024 |
frame_reindex_axis0                          |  42.1150 |  42.0129 |   1.0024 |
frame_drop_duplicates                        |  13.3927 |  13.3401 |   1.0039 |
sparse_frame_constructor                     |   3.7919 |   3.7743 |   1.0047 |
frame_iloc_big                               |   0.1020 |   0.1015 |   1.0049 |
frame_interpolate_some_good_infer            |   1.8705 |   1.8610 |   1.0051 |
indexing_dataframe_boolean_st                |  85.3268 |  84.8837 |   1.0052 |
frame_dropna_axis0_any                       |  18.0998 |  18.0034 |   1.0054 |
frame_count_level_axis1_multi                |  57.8269 |  57.5086 |   1.0055 |
indexing_dataframe_boolean_rows              |   0.2319 |   0.2306 |   1.0056 |
indexing_dataframe_boolean_rows_object       |   0.3911 |   0.3880 |   1.0080 |
frame_dropna_axis0_any_mixed_dtypes          | 125.2823 | 124.2290 |   1.0085 |
frame_repr_wide                              |   8.4213 |   8.3428 |   1.0094 |
frame_apply_pass_thru                        |   2.7872 |   2.7612 |   1.0094 |
frame_dtypes                                 |   0.0732 |   0.0725 |   1.0099 |
frame_to_html_mixed                          | 120.9245 | 119.7213 |   1.0101 |
frame_ctor_dtindex_DateOffsetx1              |   0.7530 |   0.7452 |   1.0105 |
frame_ctor_dtindex_Dayx1                     |   0.8844 |   0.8746 |   1.0112 |
groupby_frame_apply_overhead                 |   5.2761 |   5.2173 |   1.0113 |
frame_ctor_dtindex_Millix1                   |   0.9011 |   0.8910 |   1.0113 |
frame_count_level_axis0_multi                |  43.2266 |  42.7371 |   1.0115 |
reindex_frame_level_reindex                  |   0.6016 |   0.5946 |   1.0117 |
frame_ctor_dtindex_BQuarterBeginx1           |   1.1092 |   1.0958 |   1.0122 |
frame_reindex_both_axes                      |  13.9118 |  13.7180 |   1.0141 |
join_dataframe_index_single_key_bigger_sort  |  11.0337 |  10.8757 |   1.0145 |
frame_ctor_dtindex_Weekx1                    |   0.7509 |   0.7395 |   1.0154 |
frame_ctor_dtindex_BMonthEndx1               |   0.9711 |   0.9547 |   1.0172 |
indexing_dataframe_boolean_no_ne             |  87.0329 |  85.4171 |   1.0189 |
frame_fancy_lookup                           |   2.0553 |   2.0135 |   1.0208 |
frame_mult_st                                |   3.8758 |   3.7959 |   1.0210 |
frame_repr_tall                              |  12.1078 |  11.8041 |   1.0257 |
frame_insert_100_columns_begin               |  24.3260 |  23.6877 |   1.0269 |
frame_ctor_dtindex_QuarterEndx2              |   1.0204 |   0.9927 |   1.0279 |
frame_iteritems_cached                       |   0.3542 |   0.3440 |   1.0297 |
frame_ctor_dtindex_Easterx2                  |   0.9328 |   0.9050 |   1.0307 |
frame_interpolate                            |  64.3447 |  62.4263 |   1.0307 |
frame_html_repr_trunc_si                     |  17.4936 |  16.9715 |   1.0308 |
frame_mult                                   |   3.9272 |   3.8050 |   1.0321 |
frame_dropna_axis0_all_mixed_dtypes          | 142.3560 | 137.7486 |   1.0334 |
frame_from_series                            |   0.0670 |   0.0648 |   1.0338 |
frame_apply_np_mean                          |   4.2445 |   4.0938 |   1.0368 |
frame_interpolate_some_good                  |   1.0546 |   1.0159 |   1.0381 |
frame_ctor_dtindex_MonthBeginx1              |   0.9428 |   0.9080 |   1.0383 |
frame_ctor_dtindex_Minutex1                  |   0.8931 |   0.8599 |   1.0386 |
frame_constructor_ndarray                    |   0.0554 |   0.0532 |   1.0408 |
frame_ctor_dtindex_BQuarterEndx2             |   1.0568 |   1.0139 |   1.0423 |
frame_ctor_dtindex_QuarterEndx1              |   1.0460 |   1.0035 |   1.0423 |
frame_getitem_single_column2                 |  12.9310 |  12.3968 |   1.0431 |
frame_ctor_dtindex_MonthBeginx2              |   0.9435 |   0.9042 |   1.0435 |
frame_ctor_dtindex_Microx1                   |   0.9086 |   0.8704 |   1.0439 |
frame_ctor_dtindex_CustomBusinessDayx2       |   0.8865 |   0.8490 |   1.0441 |
frame_ctor_dtindex_CustomBusinessDayx1       |   0.8898 |   0.8517 |   1.0447 |
frame_to_csv2                                |  82.5006 |  78.9100 |   1.0455 |
frame_ctor_dtindex_BQuarterBeginx2           |   1.1443 |   1.0945 |   1.0455 |
frame_ctor_dtindex_BQuarterEndx1             |   1.0723 |   1.0249 |   1.0462 |
frame_ctor_dtindex_Dayx2                     |   0.9089 |   0.8669 |   1.0485 |
frame_ctor_dtindex_CDayx1                    |   0.8952 |   0.8536 |   1.0487 |
frame_ctor_dtindex_Easterx1                  |   0.9384 |   0.8919 |   1.0521 |
frame_ctor_dtindex_YearBeginx1               |   0.8962 |   0.8514 |   1.0526 |
frame_float_div                              |   4.8441 |   4.6001 |   1.0530 |
frame_reindex_both_axes_ix                   |  14.6171 |  13.8707 |   1.0538 |
frame_ctor_dtindex_YearEndx1                 |   0.9240 |   0.8754 |   1.0555 |
frame_ctor_dtindex_QuarterBeginx1            |   0.9843 |   0.9323 |   1.0558 |
frame_ctor_dtindex_BDayx1                    |   0.8610 |   0.8153 |   1.0561 |
frame_ctor_dtindex_MonthEndx2                |   0.9667 |   0.9151 |   1.0564 |
frame_ctor_dtindex_Millix2                   |   0.9122 |   0.8625 |   1.0576 |
frame_to_csv                                 |  96.1645 |  90.8887 |   1.0580 |
frame_ctor_dtindex_CDayx2                    |   0.9058 |   0.8557 |   1.0585 |
frame_boolean_row_select                     |   0.1848 |   0.1741 |   1.0615 |
frame_loc_dups                               |   0.7166 |   0.6750 |   1.0616 |
frame_assign_timeseries_index                |   0.5794 |   0.5451 |   1.0629 |
frame_ctor_dtindex_Minutex2                  |   0.9103 |   0.8556 |   1.0639 |
frame_ctor_dtindex_CBMonthEndx1              |   3.0158 |   2.8304 |   1.0655 |
frame_apply_user_func                        |  57.2865 |  53.6327 |   1.0681 |
frame_ctor_dtindex_CBMonthEndx2              |   3.0658 |   2.8691 |   1.0686 |
frame_ctor_dtindex_BusinessDayx1             |   0.8704 |   0.8101 |   1.0744 |
frame_ctor_dtindex_YearBeginx2               |   0.9055 |   0.8417 |   1.0758 |
frame_ctor_dtindex_MonthEndx1                |   0.9801 |   0.9096 |   1.0775 |
frame_iloc_dups                              |   0.1877 |   0.1736 |   1.0813 |
frame_dropna_axis0_all                       |  31.8504 |  29.3697 |   1.0845 |
frame_fillna_inplace                         |   8.8447 |   8.0231 |   1.1024 |
frame_ctor_dtindex_BYearEndx1                |   1.2137 |   1.0994 |   1.1040 |
frame_isnull                                 |   0.6357 |   0.5477 |   1.1606 |
frame_xs_mi_ix                               |   2.3058 |   1.9489 |   1.1831 |
-------------------------------------------------------------------------------
Test name                                    | head[ms] | base[ms] |  ratio   |
-------------------------------------------------------------------------------

Ratio < 1.0 means the target commit is faster then the baseline.
Seed used: 1234

Target [e33f3bc] : BUG: Fix #9144 #8445  Fix how core.common._fill_zeros handles div and mod by zero
Base   [76195fb] : Merge pull request #9498 from jreback/consist
```
