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Lazy netcdf saves #5191

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Apr 21, 2023
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cd7fa42
Basic functional lazy saving.
pp-mo Oct 21, 2022
1f32800
Simplify function signature which upsets Sphinx.
pp-mo Oct 21, 2022
e0f980f
Non-lazy saves return nothing.
pp-mo Oct 21, 2022
67b96cf
Now fixed to enable use with process/distributed scheduling.
pp-mo Oct 23, 2022
8cdbc9b
Remove dask.utils.SerializableLock, which I think was a mistake.
pp-mo Mar 3, 2023
8723f24
Make DefferedSaveWrapper use _thread_safe_nc.
pp-mo Mar 8, 2023
d19a87f
Fixes for non-lazy save.
pp-mo Mar 9, 2023
45e0e60
Avoid saver error when no deferred writes.
pp-mo Mar 10, 2023
6a83200
Reorganise locking code, ready for shareable locks.
pp-mo Mar 10, 2023
78a9346
Remove optional usage of 'filelock' for lazy saves.
pp-mo Mar 10, 2023
31b12f7
Document dask-specific locking; implement differently for threads or …
pp-mo Mar 10, 2023
99b4f41
Minor fix for unit-tests.
pp-mo Mar 10, 2023
5d0a707
Pin libnetcdf to avoid problems -- see #5187.
pp-mo Mar 10, 2023
431036f
Minor test fix.
pp-mo Mar 10, 2023
dc368d9
Move DeferredSaveWrapper into _thread_safe_nc; replicate the NetCDFDa…
pp-mo Mar 13, 2023
6756a46
Update lib/iris/fileformats/netcdf/saver.py
pp-mo Mar 16, 2023
80b4b6c
Update lib/iris/fileformats/netcdf/_dask_locks.py
pp-mo Mar 16, 2023
78a8716
Update lib/iris/fileformats/netcdf/saver.py
pp-mo Mar 16, 2023
47bb08b
Small rename + reformat.
pp-mo Mar 17, 2023
0ece09a
Remove Saver lazy option; all lazy saves are delayed; factor out fill…
pp-mo Mar 18, 2023
940f544
Merge branch 'main' into lazy_save_2
pp-mo Mar 18, 2023
eb97130
Merge remote-tracking branch 'upstream/main' into lazy_save_2
pp-mo Mar 20, 2023
4596081
Repurposed 'test__FillValueMaskCheckAndStoreTarget' to 'test__data_fi…
pp-mo Mar 20, 2023
ad49fbe
Disable (temporary) saver debug printouts.
pp-mo Mar 20, 2023
b29c927
Fix test problems; Saver automatically completes to preserve existing…
pp-mo Mar 20, 2023
8f10281
Fix docstring error.
pp-mo Mar 20, 2023
6a564d9
Fix spurious error in old saver test.
pp-mo Mar 20, 2023
2fb4d6c
Fix Saver docstring.
pp-mo Mar 20, 2023
c84bfdc
More robust exit for NetCDFWriteProxy operation.
pp-mo Mar 20, 2023
5b78085
Fix doctests by making the Saver example functional.
pp-mo Mar 21, 2023
478332e
Improve docstrings; unify terminology; simplify non-lazy save call.
pp-mo Mar 23, 2023
34f154c
Moved netcdf cell-method handling into nc_load_rules.helpers, and var…
pp-mo Mar 27, 2023
d3744ba
Merge branch 'latest' into lazy_save_2
pp-mo Mar 27, 2023
9673ea0
Fix lockfiles and Makefile process.
pp-mo Mar 27, 2023
bcbcbc8
Add unit tests for routine _fillvalue_report().
pp-mo Mar 27, 2023
05c04a1
Remove debug-only code.
pp-mo Mar 27, 2023
679ea47
Added tests for what the save function does with the 'compute' keyword.
pp-mo Mar 28, 2023
70ec9dd
Fix mock-specific problems, small tidy.
pp-mo Mar 28, 2023
28a4674
Restructure hierarchy of tests.unit.fileformats.netcdf
pp-mo Mar 29, 2023
67f4b2b
Tidy test docstrings.
pp-mo Mar 29, 2023
ebec72f
Correct test import.
pp-mo Mar 29, 2023
1f5b904
Avoid incorrect checking of byte data, and a numpy deprecation warning.
pp-mo Mar 29, 2023
5045c9f
Alter parameter names to make test reports clearer.
pp-mo Mar 29, 2023
393407a
Test basic behaviour of _lazy_stream_data; make 'Saver._delayed_write…
pp-mo Mar 29, 2023
518360b
Add integration tests, and distributed dependency.
pp-mo Mar 30, 2023
5c9931f
Docstring fixes.
pp-mo Mar 31, 2023
7daee68
Documentation section and whatsnew entry.
pp-mo Apr 4, 2023
97474f9
Merge branch 'main' into lazy_save_2
pp-mo Apr 4, 2023
64c7251
Various fixes to whatsnew, docstrings and docs.
pp-mo Apr 4, 2023
75043f9
Minor review changes, fix doctest.
pp-mo Apr 11, 2023
445fbe2
Arrange tests + results to organise by package-name alone.
pp-mo Apr 11, 2023
09cb22e
Review changes.
pp-mo Apr 11, 2023
3445f58
Review changes.
pp-mo Apr 12, 2023
cb1e1f7
Enhance tests + debug.
pp-mo Apr 12, 2023
1c81cee
Support scheduler type 'single-threaded'; allow retries on delayed-sa…
pp-mo Apr 13, 2023
370837b
Improve test.
pp-mo Apr 13, 2023
2f5f3c2
Adding a whatsnew entry for 5224 (#5234)
HGWright Apr 4, 2023
a55c6f2
Replacing numpy legacy printing with array2string and remaking result…
HGWright Apr 4, 2023
4914e99
adding a whatsnew entry
HGWright Apr 4, 2023
bd642cd
configure codecov
HGWright Apr 4, 2023
bc5bdd1
remove results creation commit from blame
HGWright Apr 4, 2023
301e59e
fixing whatsnew entry
HGWright Apr 4, 2023
7b3044d
Bump scitools/workflows from 2023.04.1 to 2023.04.2 (#5236)
dependabot[bot] Apr 5, 2023
02f2b66
Use real array for data of of small netCDF variables. (#5229)
pp-mo Apr 6, 2023
a7e0689
Handle derived coordinates correctly in `concatenate` (#5096)
schlunma Apr 12, 2023
c4e8bbb
clarity on whatsnew entry contributors (#5240)
bjlittle Apr 12, 2023
e6661b8
Modernize and simplify iris.analysis._Groupby (#5015)
bouweandela Apr 12, 2023
afbdbbd
Finalises Lazy Data documentation (#5137)
ESadek-MO Apr 12, 2023
b8bb753
Fixes to _discontiguity_in_bounds (attempt 2) (#4975)
stephenworsley Apr 12, 2023
97cc149
update ci locks location (#5228)
bjlittle Apr 13, 2023
f14a321
Updated environment lockfiles (#5211)
scitools-ci[bot] Apr 13, 2023
f7a0b87
Increase retries.
pp-mo Apr 13, 2023
69ddd9d
Change debug to show which elements failed.
pp-mo Apr 13, 2023
8235d60
update cf standard units (#5244)
ESadek-MO Apr 13, 2023
724c6d2
libnetcdf <4.9 pin (#5242)
trexfeathers Apr 13, 2023
4f50dc7
Avoid possible same-file crossover between tests.
pp-mo Apr 13, 2023
0da68cf
Ensure all-different testfiles; load all vars lazy.
pp-mo Apr 13, 2023
e8b7bfd
Revert changes to testing framework.
pp-mo Apr 13, 2023
ad48caf
Remove repeated line from requirements/py*.yml (?merge error), and re…
pp-mo Apr 13, 2023
291b587
Revert some more debug changes.
pp-mo Apr 13, 2023
b2260ef
Merge branch 'latest' into lazy_save_2
pp-mo Apr 13, 2023
33a7d86
Reorganise test for better code clarity.
pp-mo Apr 14, 2023
db6932d
Use public 'Dataset.isopen()' instead of '._isopen'.
pp-mo Apr 14, 2023
631e001
Create output files in unique temporary directories.
pp-mo Apr 14, 2023
2869f97
Tests for fileformats.netcdf._dask_locks.
pp-mo Apr 14, 2023
419727b
Merge branch 'latest' into lazy_save_2
pp-mo Apr 21, 2023
2f4458b
Fix attribution names.
pp-mo Apr 21, 2023
88b7a2a
Merge branch 'latest' into lazy_save_2
pp-mo Apr 21, 2023
98a20e7
Fixed new py311 lockfile.
pp-mo Apr 21, 2023
bbc1167
Fix typos spotted by codespell.
pp-mo Apr 21, 2023
ed38e43
Add distributed test dep for python 3.11
pp-mo Apr 21, 2023
54ec0f8
Fix lockfile for python 3.11
pp-mo Apr 21, 2023
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Fix test problems; Saver automatically completes to preserve existing…
… direct usage (which is public API).
  • Loading branch information
pp-mo committed Mar 20, 2023
commit b29c927edc9dd9b727c8f1c9592c147c120f444f
84 changes: 66 additions & 18 deletions lib/iris/fileformats/netcdf/saver.py
Original file line number Diff line number Diff line change
Expand Up @@ -573,19 +573,27 @@ def _fillvalue_report(fill_info, is_masked, contains_fill_value, warn=False):
class Saver:
"""A manager for saving netcdf files."""

def __init__(self, filename, netcdf_format):
def __init__(self, filename, netcdf_format, compute=True):
"""
A manager for saving netcdf files.

Args:

* filename (string):
Parameters
----------
filename : string
Name of the netCDF file to save the cube.

* netcdf_format (string):
netcdf_format : string
Underlying netCDF file format, one of 'NETCDF4', 'NETCDF4_CLASSIC',
'NETCDF3_CLASSIC' or 'NETCDF3_64BIT'. Default is 'NETCDF4' format.

compute : bool, default=True
If True, delayed variable saves will be completed on exit from the Saver
context (after first closing the target file), equivalent to
saver.complete().
If False, file is created and closed without filling in the variables for
which source data was lazy. These writes can be completed later, see
:meth:`delayed_completion`.

Returns:
None.

Expand Down Expand Up @@ -626,6 +634,8 @@ def __init__(self, filename, netcdf_format):
self.filepath = os.path.abspath(filename)
#: A list of deferred writes for lazy saving : each is a (source, target) pair
self.deferred_writes = []
#: Whether to complete deferred saves on exit (and raise associated warnings).
self.compute = compute
# N.B. the file-write-lock *type* actually depends on the dask scheduler type.
#: A per-file write lock to prevent dask attempting overlapping writes.
self.file_write_lock = _dask_locks.get_worker_lock(self.filepath)
Expand Down Expand Up @@ -654,6 +664,8 @@ def __exit__(self, type, value, traceback):

self._dataset.sync()
self._dataset.close()
if self.compute:
self.complete()

def write(
self,
Expand Down Expand Up @@ -2564,14 +2576,14 @@ def _lazy_stream_data(self, data, fill_value, fill_warn, cf_var):
if doing_delayed_save:
# save lazy data with a delayed operation. For now, we just record the
# necessary information -- a single, complete delayed action is constructed
# later by a call to _delayed_save().
# later by a call to delayed_completion().
def store(data, cf_var, fill_value):
# Create a data-writeable object that we can stream into, which
# encapsulates the file to be opened + variable to be written.
write_wrapper = _thread_safe_nc.NetCDFWriteProxy(
self.filepath, cf_var, self.file_write_lock
)
# Add to the list of deferred writes, used in _delayed_save().
# Add to the list of deferred writes, used in delayed_completion().
self.deferred_writes.append((data, write_wrapper, fill_info))
# In this case, fill-value checking is done later. But return 2 dummy
# values, to be consistent with the non-streamed "store" signature.
Expand Down Expand Up @@ -2599,14 +2611,17 @@ def store(data, cf_var, fill_value):
fill_info, is_masked, contains_fill_value, warn=True
)

def _delayed_save(self):
def delayed_completion(self):
"""
Create a 'delayed' to trigger file completion for lazy saves.

This contains all the deferred writes, which complete the file by filling out
the data of variables initially created empty, and also the checks for
potential fill-value collisions.

NOTE: the dataset *must* be closed (saver has exited its context) before the
result is computed.

"""
if self.deferred_writes:
# Create a single delayed da.store operation to complete the file.
Expand Down Expand Up @@ -2659,6 +2674,40 @@ def no_op():

return result

def complete(self, issue_warnings=True):
"""
Complete file by computing any deferred variable saves.

This requires that the Saver has closed the dataset (exited its context).

Parameters
----------
issue_warnings : bool, default = True
If true, issue all return values via :func:`warnings.warn`.

Returns
-------
warnings : list of Warning
Any warnings that were raised by writing deferred data.

"""
if self._dataset._isopen:
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msg = (
"Cannot call Saver.complete() until its dataset is closed, "
"i.e. the saver's context has exited."
)
raise ValueError(msg)

delayed_write = self.delayed_completion()
# Complete the saves now, and handle any delayed warnings that occurred
result_warnings = delayed_write.compute()
if issue_warnings:
# Issue any delayed warnings from the compute.
for delayed_warning in result_warnings:
warnings.warn(delayed_warning)

return result_warnings


def save(
cube,
Expand Down Expand Up @@ -2910,9 +2959,9 @@ def is_valid_packspec(p):
raise ValueError(msg)

# Initialise Manager for saving
# N.B. FOR NOW -- we are cheating and making all saves compute=False, as otherwise
# non-lazy saves do *not* work with the distributed scheduler.
with Saver(filename, netcdf_format) as sman:
# N.B. make the Saver compute=False, as we want control over creation of the
# delayed-completion object.
with Saver(filename, netcdf_format, compute=False) as sman:
# Iterate through the cubelist.
for cube, packspec, fill_value in zip(cubes, packspecs, fill_values):
sman.write(
Expand Down Expand Up @@ -2958,14 +3007,13 @@ def is_valid_packspec(p):
# Add conventions attribute.
sman.update_global_attributes(Conventions=conventions)

result = sman._delayed_save()
if compute:
# Complete the saves now, and handle any delayed warnings that occurred
result_warnings = result.compute()
# Issue any delayed warnings from the compute.
for delayed_warning in result_warnings:
warnings.warn(delayed_warning)

# Complete the file now
# N.B. this issues any delayed warnings.
sman.complete()
result = None
else:
# Returned a delayed completion object.
result = sman.delayed_completion()

return result
7 changes: 6 additions & 1 deletion lib/iris/tests/unit/fileformats/netcdf/test_Saver.py
Original file line number Diff line number Diff line change
Expand Up @@ -207,6 +207,8 @@ def test_zlib(self):
api.default_fillvals = collections.defaultdict(lambda: -99.0)
with Saver("/dummy/path", "NETCDF4") as saver:
saver.write(cube, zlib=True)
# must simulate a dataset which is CLOSED, for the check in Saver.__exit__
saver._dataset._isopen = 0
dataset = api.DatasetWrapper.return_value
create_var_call = mock.call(
"air_pressure_anomaly",
Expand Down Expand Up @@ -646,8 +648,11 @@ def setUp(self):
self.container = mock.Mock(name="container", attributes={})
self.data_dtype = np.dtype("int32")

# We need to create mock datasets which look like they are closed.
dataset_class = mock.Mock(return_value=mock.Mock(_isopen=0))
patch = mock.patch(
"iris.fileformats.netcdf._thread_safe_nc.DatasetWrapper"
"iris.fileformats.netcdf._thread_safe_nc.DatasetWrapper",
dataset_class,
)
_ = patch.start()
self.addCleanup(patch.stop)
Expand Down