|
| 1 | +# This module provides functions for adding CF attribtues |
| 2 | +# and tracking history, provenance using xarray's keep_attrs |
| 3 | +# functionality |
| 4 | + |
| 5 | +import copy |
| 6 | +import functools |
| 7 | + |
| 8 | +CELL_METHODS = { |
| 9 | + "sum": "sum", |
| 10 | + "max": "maximum", |
| 11 | + "min": "minimum", |
| 12 | + "median": "median", |
| 13 | + "mean": "mean", |
| 14 | + "std": "standard_deviation", |
| 15 | + "var": "variance", |
| 16 | +} |
| 17 | + |
| 18 | + |
| 19 | +def add_cell_methods(attrs, context): |
| 20 | + """Add appropriate cell_methods attribute.""" |
| 21 | + assert len(attrs) == 1 |
| 22 | + cell_methods = attrs[0].get("cell_methods", "") |
| 23 | + # TODO: get dim_name from context |
| 24 | + return {"cell_methods": f"dim_name: {CELL_METHODS[context.func]} {cell_methods}"} |
| 25 | + |
| 26 | + |
| 27 | +def add_history(attrs, context): |
| 28 | + return {"history": None} |
| 29 | + |
| 30 | + |
| 31 | +def _tracker( |
| 32 | + attrs, |
| 33 | + context, |
| 34 | + strict: bool = False, |
| 35 | + cell_methods: bool = True, |
| 36 | + history: bool = True, |
| 37 | +): |
| 38 | + |
| 39 | + # can only handle single variable attrs for now |
| 40 | + assert len(attrs) == 1 |
| 41 | + attrs_out = copy.deepcopy(attrs[0]) |
| 42 | + |
| 43 | + if cell_methods and context.func in CELL_METHODS: |
| 44 | + attrs_out.update(add_cell_methods(attrs, context)) |
| 45 | + if history: |
| 46 | + attrs_out.update(add_history(attrs, context)) |
| 47 | + pass |
| 48 | + return attrs_out |
| 49 | + |
| 50 | + |
| 51 | +def track_cf_attributes( |
| 52 | + *, strict: bool = False, cell_methods: bool = True, history: bool = True |
| 53 | +): |
| 54 | + """Top-level user-facing function. |
| 55 | +
|
| 56 | + Parameters |
| 57 | + ---------- |
| 58 | + strict: bool |
| 59 | + Controls if an error is raised when an appropriate attribute cannot |
| 60 | + be added because of lack of information. |
| 61 | + cell_methods: bool |
| 62 | + Add cell_methods attribute when possible |
| 63 | + history: bool |
| 64 | + Adds a history attribute like NCO and follows the NUG convention. |
| 65 | + """ |
| 66 | + return functools.partial( |
| 67 | + _tracker, strict=strict, cell_methods=cell_methods, history=history |
| 68 | + ) |
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