DataConsistency and 2D plotting support #152
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1. FEATURE: Explicitely marks the closure of the trace
2. BUGFIX: Introduces create_datum. create_dataset is updated and is now reserved for adding full datasets (shouldn't be edited later). If appending is needed first create_datum() and then follow it with repeated calls to append_datum().
3. BUGFIX: verify_type is stricter now. It goes beyond checking for root dtypes. It thoroughly checks for type, shapes, keys - even for nested structures. This implies that dict{datum} also needs to maintain its internal keys to support append leading to further consistency
4. FEATURE: Much like rendering of rgb datasets, now trace supports plotting of numerical datasets using a list(grp_keys)_ng and list(list(dataset_keys))_ng
5. Adds multiple tests to check for data consistency and plotting consistency
vittorione94
requested changes
Nov 18, 2024
| assert np.issubdtype(ds_val.dtype, np.number), ValueError(f"Dataset for plotting needs to of numerical dtype. Provided dtype: {ds_val.dtype}") | ||
| assert len(ds_val.shape)<3, ValueError(f"Plotting is only supported for 1D and 2D Dataset. Provided data dims: {ds_val.shape}") | ||
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| # print(f"g:{grp_key}/ d:{ds_key}") |
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can we remove this comment?
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| # print(f"g:{grp_key}/ d:{ds_key}") | ||
| h_axis = plt.subplot(n_subplot, 1, i_grp+1) | ||
| # h_axis.set_prop_cycle(None) |
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can we remove this comment?
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| # Check for group and datasets sizes | ||
| assert len(datasets)==n_subplot, ValueError(f"len(groups):{n_subplot} has to match len(datasets):{len(datasets)}") | ||
| # print(groups) |
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can we remove these comments?
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