From 6e890e84c47cd7fc852ff2324cc671aa65fcfb1e Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Fri, 28 Apr 2023 12:29:32 +0200 Subject: [PATCH 01/16] Update whats-new.rst --- docs/whats-new.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/whats-new.rst b/docs/whats-new.rst index 2fea2afb..66b02b5f 100644 --- a/docs/whats-new.rst +++ b/docs/whats-new.rst @@ -35,6 +35,8 @@ v0.1.14 (XX Xxx. 2023) idx.to_indexfile('short_index.txt') # export search results as standard Argo index csv file +- **Index store can now load/search the BGC Argo profile index**. + **Internals** - Use a mocked server for all http and GDAC ftp requests in CI tests (:pr:`249`, :pr:`252`, :pr:`255`) by `G. Maze `_ From 4409d6bfc01446eec5676835d3c635b3aa8b7dc6 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Fri, 28 Apr 2023 13:32:00 +0200 Subject: [PATCH 02/16] Add support for BGC profiles index - comes with a new property "convention" for indexstore --- argopy/stores/argo_index_pa.py | 8 ++++--- argopy/stores/argo_index_pd.py | 13 +++++++---- argopy/stores/argo_index_proto.py | 38 ++++++++++++++++++++++++++++--- 3 files changed, 49 insertions(+), 10 deletions(-) diff --git a/argopy/stores/argo_index_pa.py b/argopy/stores/argo_index_pa.py index 2c7c0262..949f60a0 100644 --- a/argopy/stores/argo_index_pa.py +++ b/argopy/stores/argo_index_pa.py @@ -89,11 +89,10 @@ def read_csv(input_file, nrows=None): return this_table def csv2index(obj, origin): - index_file = origin.split(self.fs['src'].fs.sep)[-1] index = read_csv(obj, nrows=nrows) check_index_cols( index.column_names, - convention=index_file.split(".")[0], + convention=self.convention, ) log.debug("Argo index file loaded with pyarrow read_csv. src='%s'" % origin) return index @@ -425,7 +424,10 @@ def convert_a_date(row): s = self.search s = s.set_column(1, "date", new_date) - s = s.set_column(7, "date_update", new_date_update) + if self.convention == "ar_index_global_prof": + s = s.set_column(7, "date_update", new_date_update) + elif self.convention == "argo_bio-profile_index": + s = s.set_column(9, "date_update", new_date_update) write_options = csv.WriteOptions(delimiter=",", include_header=False, quoting_style="none") csv.write_csv(s, file, write_options=write_options) diff --git a/argopy/stores/argo_index_pd.py b/argopy/stores/argo_index_pd.py index c33367cf..c86a819e 100644 --- a/argopy/stores/argo_index_pd.py +++ b/argopy/stores/argo_index_pd.py @@ -46,11 +46,10 @@ def read_csv(input_file, nrows=None): return this_table def csv2index(obj, origin): - index_file = origin.split(self.fs['src'].fs.sep)[-1] index = read_csv(obj, nrows=nrows) check_index_cols( index.columns.to_list(), - convention=index_file.split(".")[0], + convention=self.convention, ) log.debug("Argo index file loaded with pandas read_csv. src='%s'" % origin) return index @@ -338,10 +337,16 @@ def to_indexfile(self, outputfile): str """ + if self.convention == "ar_index_global_prof": + columns = ['file', 'date', 'latitude', 'longitude', 'ocean', 'profiler_type', 'institution', + 'date_update'] + elif self.convention == "argo_bio-profile_index": + columns = ['file', 'date', 'latitude', 'longitude', 'ocean', 'profiler_type', 'institution', + 'parameters', 'parameter_data_mode', 'date_update'] + self.search.to_csv(outputfile, sep=',', index=False, index_label=False, header=False, - columns=['file', 'date', 'latitude', 'longitude', 'ocean', 'profiler_type', 'institution', - 'date_update']) + columns=columns) outputfile = self._insert_header(outputfile) return outputfile \ No newline at end of file diff --git a/argopy/stores/argo_index_proto.py b/argopy/stores/argo_index_proto.py index 33295865..8383ec53 100644 --- a/argopy/stores/argo_index_proto.py +++ b/argopy/stores/argo_index_proto.py @@ -13,7 +13,7 @@ from urllib.parse import urlparse from ..options import OPTIONS -from ..errors import FtpPathError, InvalidDataset +from ..errors import FtpPathError, InvalidDataset, OptionValueError from ..utilities import Registry, isconnected from .filesystems import httpstore, memorystore, filestore, ftpstore @@ -85,6 +85,9 @@ class ArgoIndexStoreProto(ABC): ext = None """Storage file extension""" + convention_supported = ["ar_index_global_prof", "argo_bio-profile_index"] + """List of supported conventions""" + def __init__( self, host: str = "https://data-argo.ifremer.fr", @@ -92,6 +95,7 @@ def __init__( cache: bool = False, cachedir: str = "", timeout: int = 0, + convention: str = None, ): """ Create an Argo index file store @@ -104,8 +108,10 @@ def __init__( Name of the csv-like text file with the index cache : bool, default: False Use cache or not. - cachedir : str, default: OPTIONS['cachedir']) + cachedir : str, default: OPTIONS['cachedir'] Folder where to store cached files + convention: str, default: ``ar_index_global_prof`` + Set the expected format convention of the index file. This is useful when trying to load index file with custom name. """ self.host = host self.index_file = index_file @@ -154,10 +160,18 @@ def __init__( if not index_found: raise FtpPathError("Index file does not exist: %s" % self.index_path) + if convention is None: + # Try to infer the convention from the file name: + convention = index_file.split(self.fs['src'].fs.sep)[-1].split(".")[0] + if convention not in self.convention_supported: + raise OptionValueError("Convention '%s' is not supported, it must be one in: %s" % (convention, self.convention_supported)) + self._convention = convention + def __repr__(self): summary = ["" % self.backend] summary.append("Host: %s" % self.host) summary.append("Index: %s" % self.index_file) + summary.append("Convention: %s" % self.convention) if hasattr(self, "index"): summary.append("Loaded: True (%i records)" % self.N_RECORDS) else: @@ -314,6 +328,11 @@ def N_MATCH(self): else: raise InvalidDataset("Initialised search first !") + @property + def convention(self): + """Convention of the index, expected csv format""" + return self._convention + def _same_origin(self, path): """Compare origin of path with current memory fs""" return path in self._memory_store_content @@ -704,7 +723,8 @@ def search_lat_lon_tim(self, BOX): raise NotImplementedError("Not implemented") def _insert_header(self, originalfile): - header = """# Title : Profile directory file of the Argo Global Data Assembly Center + if self.convention == "ar_index_global_prof": + header = """# Title : Profile directory file of the Argo Global Data Assembly Center # Description : The directory file describes all individual profile files of the argo GDAC ftp site. # Project : ARGO # Format version : 2.0 @@ -713,6 +733,18 @@ def _insert_header(self, originalfile): # FTP root number 2 : ftp://usgodae.org/pub/outgoing/argo/dac # GDAC node : CORIOLIS file,date,latitude,longitude,ocean,profiler_type,institution,date_update +""" % pd.to_datetime('now', utc=True).strftime('%Y%m%d%H%M%S') + + elif self.convention == "argo_bio-profile_index": + header = """# Title : Bio-Profile directory file of the Argo Global Data Assembly Center +# Description : The directory file describes all individual bio-profile files of the argo GDAC ftp site. +# Project : ARGO +# Format version : 2.2 +# Date of update : %s +# FTP root number 1 : ftp://ftp.ifremer.fr/ifremer/argo/dac +# FTP root number 2 : ftp://usgodae.org/pub/outgoing/argo/dac +# GDAC node : CORIOLIS +file,date,latitude,longitude,ocean,profiler_type,institution,parameters,parameter_data_mode,date_update """ % pd.to_datetime('now', utc=True).strftime('%Y%m%d%H%M%S') with open(originalfile, 'r') as f: From 7945c12d002b6f72b36c4682fd68e9f9b9294a84 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Fri, 28 Apr 2023 13:37:13 +0200 Subject: [PATCH 03/16] Update test_stores.py --- argopy/tests/test_stores.py | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/argopy/tests/test_stores.py b/argopy/tests/test_stores.py index 469cb1d7..c5596843 100644 --- a/argopy/tests/test_stores.py +++ b/argopy/tests/test_stores.py @@ -28,7 +28,14 @@ ) from argopy.stores.filesystems import new_fs from argopy.options import OPTIONS -from argopy.errors import FileSystemHasNoCache, CacheFileNotFound, InvalidDatasetStructure, FtpPathError, InvalidMethod, DataNotFound +from argopy.errors import ( + FileSystemHasNoCache, + CacheFileNotFound, + FtpPathError, + InvalidMethod, + DataNotFound, + OptionValueError, +) from argopy.utilities import ( is_list_of_datasets, is_list_of_dicts, @@ -842,7 +849,7 @@ def new_idx(): # Since no search was triggered: assert idx.N_FILES == idx.N_RECORDS - with pytest.raises(InvalidDatasetStructure): + with pytest.raises(OptionValueError): idx = self.indexstore(host=self.host, index_file="ar_greylist.txt", cache=False) idx.load() From eac7eecb5fd42d5536734c619abbe1f934ee2451 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Fri, 28 Apr 2023 15:00:02 +0200 Subject: [PATCH 04/16] New search_params for indexstore with BGC file --- argopy/stores/argo_index_pa.py | 26 +++++++++++++++++++++++++- argopy/stores/argo_index_pd.py | 23 ++++++++++++++++++++++- argopy/stores/argo_index_proto.py | 26 ++++++++++++++++++++++++++ 3 files changed, 73 insertions(+), 2 deletions(-) diff --git a/argopy/stores/argo_index_pa.py b/argopy/stores/argo_index_pa.py index 949f60a0..8cd35cfa 100644 --- a/argopy/stores/argo_index_pa.py +++ b/argopy/stores/argo_index_pa.py @@ -12,7 +12,7 @@ import gzip from packaging import version -from ..errors import DataNotFound +from ..errors import DataNotFound, InvalidDatasetStructure from ..utilities import check_index_cols, is_indexbox, check_wmo, check_cyc, doc_inherit from .argo_index_proto import ArgoIndexStoreProto try: @@ -401,6 +401,30 @@ def search_lat_lon_tim(self, BOX, nrows=None): self.run(nrows=nrows) return self + def search_params(self, PARAMs, nrows=None): + if self.convention != "argo_bio-profile_index": + raise InvalidDatasetStructure("Cannot search for parameters in this index (not a BGC profile index)") + log.debug("Argo index searching for parameters in PARAM=%s ..." % PARAMs) + # Make sure we deal with a list + if not isinstance(PARAMs, list): + if isinstance(PARAMs, np.ndarray): + PARAMs = list(PARAMs) + else: + PARAMs = [PARAMs] + self.load() + self.search_type = {"PARAM": PARAMs} + filt = [] + for param in PARAMs: + pattern = "%s" % param + filt.append( + pa.compute.match_substring_regex( + self.index["parameters"], pattern=pattern + ) + ) + self.search_filter = self._reduce_a_filter_list(filt, op='and') + self.run(nrows=nrows) + return self + def to_indexfile(self, file): """Save search results on file, following the Argo standard index formats diff --git a/argopy/stores/argo_index_pd.py b/argopy/stores/argo_index_pd.py index c86a819e..730e25f8 100644 --- a/argopy/stores/argo_index_pd.py +++ b/argopy/stores/argo_index_pd.py @@ -9,7 +9,7 @@ import logging import gzip -from ..errors import DataNotFound +from ..errors import DataNotFound, InvalidDatasetStructure from ..utilities import check_index_cols, is_indexbox, check_wmo, check_cyc, doc_inherit from .argo_index_proto import ArgoIndexStoreProto @@ -324,6 +324,27 @@ def search_lat_lon_tim(self, BOX, nrows=None): self.run(nrows=nrows) return self + def search_params(self, PARAMs, nrows=None): + if self.convention != "argo_bio-profile_index": + raise InvalidDatasetStructure("Cannot search for parameters in this index (not a BGC profile index)") + log.debug("Argo index searching for parameters in PARAM=%s ..." % PARAMs) + # Make sure we deal with a list + if not isinstance(PARAMs, list): + if isinstance(PARAMs, np.ndarray): + PARAMs = list(PARAMs) + else: + PARAMs = [PARAMs] + self.load() + self.search_type = {"PARAM": PARAMs} + filt = [] + for param in PARAMs: + filt.append( + self.index["parameters"].str.contains("%s" % param, regex=True, case=False) + ) + self.search_filter = np.logical_and.reduce(filt) + self.run(nrows=nrows) + return self + def to_indexfile(self, outputfile): """Save search results on file, following the Argo standard index formats diff --git a/argopy/stores/argo_index_proto.py b/argopy/stores/argo_index_proto.py index 8383ec53..bb9c7aae 100644 --- a/argopy/stores/argo_index_proto.py +++ b/argopy/stores/argo_index_proto.py @@ -252,6 +252,10 @@ def cname(self) -> str: cname = ";".join(["CYC%i" % cyc for cyc in sorted(CYC)]) cname = "%s" % cname + elif "PARAM" in self.search_type: + PARAM = self.search_type["PARAM"] + cname = "-".join(PARAM) + return cname def _sha_from(self, path): @@ -722,6 +726,28 @@ def search_lat_lon_tim(self, BOX): """ raise NotImplementedError("Not implemented") + @abstractmethod + def search_params(self, PARAMs): + """ Search index for a list of parameters + + Parameters + ---------- + PARAMs : list() + A list of strings to search Argo records for. + + Examples + -------- + >>> idx.search_params(['C1PHASE_DOXY', 'DOWNWELLING_PAR']) + + Warnings + -------- + This method is only available for index following the 'argo_bio-profile_index' convention. + + """ + raise NotImplementedError("Not implemented") + + + def _insert_header(self, originalfile): if self.convention == "ar_index_global_prof": header = """# Title : Profile directory file of the Argo Global Data Assembly Center From 18b79dcf269b4794e1601686e4505c20b7caa5b4 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Fri, 28 Apr 2023 15:00:19 +0200 Subject: [PATCH 05/16] Test new functions --- ...65b957fe8064f390d06d4e7ee9eb40657bab444.gz | Bin 0 -> 5271673 bytes argopy/tests/test_data/mocked_file_index.pkl | Bin 51189 -> 51333 bytes argopy/tests/test_stores.py | 71 +++++++++++++----- 3 files changed, 51 insertions(+), 20 deletions(-) create mode 100644 argopy/tests/test_data/109e79b4798289619a901d65865b957fe8064f390d06d4e7ee9eb40657bab444.gz diff --git a/argopy/tests/test_data/109e79b4798289619a901d65865b957fe8064f390d06d4e7ee9eb40657bab444.gz 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FileSystemHasNoCache, CacheFileNotFound, - FtpPathError, + FtpPathError, InvalidMethod, DataNotFound, OptionValueError, @@ -664,13 +664,13 @@ def test_search_box(self): """ -List ftp hosts to be tested. +List gdac hosts to be tested. Since the fetcher is compatible with host from local, http or ftp protocols, we try to test them all: """ VALID_HOSTS = [argopy.tutorial.open_dataset("gdac")[0], #'https://data-argo.ifremer.fr', - mocked_server_address, + mocked_server_address, # 'ftp://ftp.ifremer.fr/ifremer/argo', # 'ftp://usgodae.org/pub/outgoing/argo', # ok, but takes too long to respond, slow down CI 'MOCKFTP', # keyword to use a fake/mocked ftp server (running on localhost) @@ -680,16 +680,19 @@ def test_search_box(self): List index searches to be tested. """ VALID_SEARCHES = [ - {"wmo": [13857]}, + # {"wmo": [13857]}, + {"wmo": [3902131]}, # BGC # {"wmo": [6901929, 2901623]}, - {"cyc": [5 ,45]}, - {"wmo_cyc": [13857, 2]}, + {"cyc": [5, 45]}, + # {"wmo_cyc": [13857, 2]}, + {"wmo_cyc": [3902131, 2]}, # BGC {"tim": [-60, -40, 40.0, 60.0, "2007-08-01", "2007-09-01"]}, {"lat_lon": [-60, -40, 40.0, 60.0, "2007-08-01", "2007-09-01"]}, {"lat_lon_tim": [-60, -40, 40.0, 60.0, "2007-08-01", "2007-09-01"]}, + {"params": ['C1PHASE_DOXY', 'DOWNWELLING_PAR']}, ] -def run_a_search(idx_maker, fetcher_args, search_point, xfail=False): +def run_a_search(idx_maker, fetcher_args, search_point, xfail=False, reason='?'): """ Create and run a search on a given index store Use xfail=True when a test with this is expected to fail @@ -709,9 +712,15 @@ def core(fargs, apts): idx.search_lat_lon(apts['lat_lon']) if "lat_lon_tim" in apts: idx.search_lat_lon_tim(apts['lat_lon_tim']) - except Exception: - raise + if "params" in apts: + idx.search_params(apts['params']) + except: + if xfail: + pytest.xfail(reason) + else: + raise return idx + return core(fetcher_args, search_point) @@ -727,7 +736,6 @@ def ftp_shortname(ftp): class IndexStore_test_proto: host, flist = argopy.tutorial.open_dataset("gdac") - index_file = "ar_index_global_prof.txt" search_scenarios = [(h, ap) for h in VALID_HOSTS for ap in VALID_SEARCHES] search_scenarios_ids = [ @@ -769,6 +777,7 @@ def core(fargs): def _setup_store(self, this_request, cached=False): """Helper method to set up options for an index store creation""" index_file = self.index_file + convention = None if hasattr(this_request, 'param'): if isinstance(this_request.param, tuple): host = this_request.param[0] @@ -777,8 +786,9 @@ def _setup_store(self, this_request, cached=False): else: host = this_request['param']['host'] index_file = this_request['param']['index_file'] + convention = this_request['param']['convention'] N_RECORDS = None if 'tutorial' in host or 'MOCK' in host else 100 # Make sure we're not going to load the full index - fetcher_args = {"host": self._patch_ftp(host), "index_file": index_file, "cache": False} + fetcher_args = {"host": self._patch_ftp(host), "index_file": index_file, "cache": False, "convention": convention} if cached: fetcher_args = {**fetcher_args, **{"cache": True, "cachedir": self.cachedir}} return fetcher_args, N_RECORDS @@ -786,7 +796,8 @@ def _setup_store(self, this_request, cached=False): def new_idx(self, cache=False, cachedir=None, **kwargs): host = kwargs['host'] if 'host' in kwargs else self.host index_file = kwargs['index_file'] if 'index_file' in kwargs else self.index_file - fetcher_args, N_RECORDS = self._setup_store({'param': {'host': host, 'index_file': index_file}}, cached=cache) + convention = kwargs['convention'] if 'convention' in kwargs else None + fetcher_args, N_RECORDS = self._setup_store({'param': {'host': host, 'index_file': index_file, 'convention': convention}}, cached=cache) idx = self.create_store(fetcher_args).load(nrows=N_RECORDS) return idx @@ -802,7 +813,10 @@ def a_search(self, request): """ Fixture to create a FTP fetcher for a given host and access point """ host = request.param[0] srch = request.param[1] - yield run_a_search(self.new_idx, {'host': host, 'cache': True}, srch) + xfail = self.index_file == 'ar_index_global_prof.txt' and 'params' in srch + reason = "'params' search only available to BGC profile index" if xfail else '?' + # log.debug("a_search: %s, %s, %s" % (self.index_file, srch, xfail)) + yield run_a_search(self.new_idx, {'host': host, 'cache': True}, srch, xfail=xfail, reason=reason) def assert_index(self, this_idx, cacheable=False): assert hasattr(this_idx, 'index') @@ -851,7 +865,6 @@ def new_idx(): with pytest.raises(OptionValueError): idx = self.indexstore(host=self.host, index_file="ar_greylist.txt", cache=False) - idx.load() @pytest.mark.parametrize("a_search", search_scenarios, indirect=True, ids=search_scenarios_ids) def test_search(self, mocked_httpserver, a_search): @@ -908,16 +921,18 @@ def test_records_per_wmo(self): def test_to_indexfile(self): # Create a store and make a simple float search: - idx = self.new_idx() + idx0 = self.new_idx() wmo = [s['wmo'] for s in VALID_SEARCHES if 'wmo' in s.keys()][0] - idx = idx.search_wmo(wmo) + idx0 = idx0.search_wmo(wmo) # Then save this search as a new Argo index file: tf = tempfile.NamedTemporaryFile(delete=False) - new_indexfile = idx.to_indexfile(tf.name) + new_indexfile = idx0.to_indexfile(tf.name) # Finally try to load the new index file, like it was an official one: - idx = self.new_idx(host=os.path.dirname(new_indexfile), index_file=os.path.basename(new_indexfile)) + idx = self.new_idx(host=os.path.dirname(new_indexfile), + index_file=os.path.basename(new_indexfile), + convention=idx0.convention) self.assert_index(idx.load()) # Cleanup @@ -925,12 +940,28 @@ def test_to_indexfile(self): @skip_this -class Test_IndexStore_pandas(IndexStore_test_proto): +class Test_IndexStore_pandas_CORE(IndexStore_test_proto): + indexstore = indexstore_pandas + index_file = "ar_index_global_prof.txt" + + +@skip_this +@skip_pyarrow +class Test_IndexStore_pyarrow_CORE(IndexStore_test_proto): + from argopy.stores.argo_index_pa import indexstore_pyarrow + indexstore = indexstore_pyarrow + index_file = "ar_index_global_prof.txt" + + +@skip_this +class Test_IndexStore_pandas_BGC(IndexStore_test_proto): indexstore = indexstore_pandas + index_file = "argo_bio-profile_index.txt" @skip_this @skip_pyarrow -class Test_IndexStore_pyarrow(IndexStore_test_proto): +class Test_IndexStore_pyarrow_BGC(IndexStore_test_proto): from argopy.stores.argo_index_pa import indexstore_pyarrow indexstore = indexstore_pyarrow + index_file = "argo_bio-profile_index.txt" From 18e49155b761e61fc5b9da5dc8b5e48cdfef9f26 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Fri, 28 Apr 2023 15:16:48 +0200 Subject: [PATCH 06/16] Doc for new method --- argopy/stores/argo_index_proto.py | 2 ++ docs/metadata_fetching.rst | 24 +++++++++++++++++++++++- docs/whats-new.rst | 13 +++++++++++-- 3 files changed, 36 insertions(+), 3 deletions(-) diff --git a/argopy/stores/argo_index_proto.py b/argopy/stores/argo_index_proto.py index bb9c7aae..3453b91d 100644 --- a/argopy/stores/argo_index_proto.py +++ b/argopy/stores/argo_index_proto.py @@ -48,6 +48,7 @@ class ArgoIndexStoreProto(ABC): >>> idx.N_RECORDS # Shortcut for length of 1st dimension of the index array >>> idx.index # internal storage structure of the full index (:class:`pyarrow.Table` or :class:`pandas.DataFrame`) >>> idx.shape # shape of the full index array + >>> idx.convention # What is the expected index format (core vs BGC profile index) >>> idx.uri_full_index # List of absolute path to files from the full index table column 'file' >>> idx.to_dataframe(index=True) # Convert index to user-friendly :class:`pandas.DataFrame` >>> idx.to_dataframe(index=True, nrows=2) # Only returns the first nrows of the index @@ -60,6 +61,7 @@ class ArgoIndexStoreProto(ABC): >>> idx.search_tim([-60, -55, 40., 45., '2007-08-01', '2007-09-01']) # Take an index BOX definition >>> idx.search_lat_lon([-60, -55, 40., 45., '2007-08-01', '2007-09-01']) # Take an index BOX definition >>> idx.search_lat_lon_tim([-60, -55, 40., 45., '2007-08-01', '2007-09-01']) # Take an index BOX definition + >>> idx.search_params(['C1PHASE_DOXY', 'DOWNWELLING_PAR']) # Take a list of strings, only for BGC index ! >>> idx.N_MATCH # Shortcut for length of 1st dimension of the search results array >>> idx.search # Internal table with search results >>> idx.uri # List of absolute path to files from the search results table column 'file' diff --git a/docs/metadata_fetching.rst b/docs/metadata_fetching.rst index 403aa600..d86f329b 100644 --- a/docs/metadata_fetching.rst +++ b/docs/metadata_fetching.rst @@ -135,8 +135,30 @@ And finally the list of methods and properties for **search results**: idx.uri # List of absolute path to files from the search results table column 'file' +.. hint:: + + The **argopy** index store supports the Bio-Profile directory file with the list of all individual bio-profile files: + + .. ipython:: python + :okwarning: + + idx = indexstore(index_file="argo_bio-profile_index.txt").load() + idx + + This specific index store comes with an additional search possibility: by parameters: + + .. ipython:: python + :okwarning: + + idx.search_params(['C1PHASE_DOXY', 'DOWNWELLING_PAR']) + + .. ipython:: python + :okwarning: + + idx.to_dataframe() + .. warning:: - At this point, **argopy** support access to the Argo GDAC "Profile directory file". Other index files can be added on demand. `Click here to raise an issue if you'd like to access other index files `_. + At this point, **argopy** support access to the Argo GDAC "Profile" and "Bio-Profile" directory files. Other index files can be added on demand. `Click here to raise an issue if you'd like to access other index files `_. Reference tables diff --git a/docs/whats-new.rst b/docs/whats-new.rst index 66b02b5f..772acf03 100644 --- a/docs/whats-new.rst +++ b/docs/whats-new.rst @@ -23,7 +23,7 @@ v0.1.14 (XX Xxx. 2023) f = CTDRefDataFetcher(box=[15, 30, -70, -60, 0, 5000.0]) ds = f.to_xarray() -- **Index store can now export search results to standard Argo index file format**. (:pr:`260`) by `G. Maze `_ +- **Index store can now export search results to standard Argo index file format**. See all details in :ref:`Store: Low-level Argo Index access`. (:pr:`260`) by `G. Maze `_ .. code-block:: python @@ -35,7 +35,16 @@ v0.1.14 (XX Xxx. 2023) idx.to_indexfile('short_index.txt') # export search results as standard Argo index csv file -- **Index store can now load/search the BGC Argo profile index**. +- **Index store can now load/search the BGC Argo profile index**. Simply gives the name of the Bio-Profile index file and retrieve the full index. This store also comes with a new search criteria: by parameters. See all details in :ref:`Store: Low-level Argo Index access`. (:pr:`261`) by `G. Maze `_ + +.. code-block:: python + + from argopy.stores import indexstore_pd as indexstore + # or: + # from argopy.stores import indexstore_pa as indexstore + + idx = indexstore(index_file="argo_bio-profile_index.txt").load() + idx.search_params(['C1PHASE_DOXY', 'DOWNWELLING_PAR']) **Internals** From ba58b29fce780dba4b1cf25d04b773a68099514c Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Fri, 28 Apr 2023 15:25:54 +0200 Subject: [PATCH 07/16] Add support for "argo_synthetic-profile_index" index file --- argopy/stores/argo_index_pa.py | 4 ++-- argopy/stores/argo_index_pd.py | 4 ++-- argopy/stores/argo_index_proto.py | 14 +++++++++++++- 3 files changed, 17 insertions(+), 5 deletions(-) diff --git a/argopy/stores/argo_index_pa.py b/argopy/stores/argo_index_pa.py index 8cd35cfa..65bbd55b 100644 --- a/argopy/stores/argo_index_pa.py +++ b/argopy/stores/argo_index_pa.py @@ -402,7 +402,7 @@ def search_lat_lon_tim(self, BOX, nrows=None): return self def search_params(self, PARAMs, nrows=None): - if self.convention != "argo_bio-profile_index": + if self.convention not in ["argo_bio-profile_index", "argo_synthetic-profile_index"]: raise InvalidDatasetStructure("Cannot search for parameters in this index (not a BGC profile index)") log.debug("Argo index searching for parameters in PARAM=%s ..." % PARAMs) # Make sure we deal with a list @@ -450,7 +450,7 @@ def convert_a_date(row): s = s.set_column(1, "date", new_date) if self.convention == "ar_index_global_prof": s = s.set_column(7, "date_update", new_date_update) - elif self.convention == "argo_bio-profile_index": + elif self.convention in ["argo_bio-profile_index", "argo_synthetic-profile_index"]: s = s.set_column(9, "date_update", new_date_update) write_options = csv.WriteOptions(delimiter=",", include_header=False, quoting_style="none") diff --git a/argopy/stores/argo_index_pd.py b/argopy/stores/argo_index_pd.py index 730e25f8..5f2357fc 100644 --- a/argopy/stores/argo_index_pd.py +++ b/argopy/stores/argo_index_pd.py @@ -325,7 +325,7 @@ def search_lat_lon_tim(self, BOX, nrows=None): return self def search_params(self, PARAMs, nrows=None): - if self.convention != "argo_bio-profile_index": + if self.convention not in ["argo_bio-profile_index", "argo_synthetic-profile_index"]: raise InvalidDatasetStructure("Cannot search for parameters in this index (not a BGC profile index)") log.debug("Argo index searching for parameters in PARAM=%s ..." % PARAMs) # Make sure we deal with a list @@ -361,7 +361,7 @@ def to_indexfile(self, outputfile): if self.convention == "ar_index_global_prof": columns = ['file', 'date', 'latitude', 'longitude', 'ocean', 'profiler_type', 'institution', 'date_update'] - elif self.convention == "argo_bio-profile_index": + elif self.convention in ["argo_bio-profile_index", "argo_synthetic-profile_index"]: columns = ['file', 'date', 'latitude', 'longitude', 'ocean', 'profiler_type', 'institution', 'parameters', 'parameter_data_mode', 'date_update'] diff --git a/argopy/stores/argo_index_proto.py b/argopy/stores/argo_index_proto.py index 3453b91d..b59dfb89 100644 --- a/argopy/stores/argo_index_proto.py +++ b/argopy/stores/argo_index_proto.py @@ -87,7 +87,7 @@ class ArgoIndexStoreProto(ABC): ext = None """Storage file extension""" - convention_supported = ["ar_index_global_prof", "argo_bio-profile_index"] + convention_supported = ["ar_index_global_prof", "argo_bio-profile_index", "argo_synthetic-profile_index"] """List of supported conventions""" def __init__( @@ -775,6 +775,18 @@ def _insert_header(self, originalfile): file,date,latitude,longitude,ocean,profiler_type,institution,parameters,parameter_data_mode,date_update """ % pd.to_datetime('now', utc=True).strftime('%Y%m%d%H%M%S') + elif self.convention == "argo_synthetic-profile_index": + header = """# Title : Synthetic-Profile directory file of the Argo Global Data Assembly Center +# Description : The directory file describes all individual synthetic-profile files of the argo GDAC ftp site. +# Project : ARGO +# Format version : 2.2 +# Date of update : %s +# FTP root number 1 : ftp://ftp.ifremer.fr/ifremer/argo/dac +# FTP root number 2 : ftp://usgodae.org/pub/outgoing/argo/dac +# GDAC node : CORIOLIS +file,date,latitude,longitude,ocean,profiler_type,institution,parameters,parameter_data_mode,date_update +""" % pd.to_datetime('now', utc=True).strftime('%Y%m%d%H%M%S') + with open(originalfile, 'r') as f: data = f.read() From c458a9ba3e8c5e268c7d0d37e63d72f476ff3e91 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Fri, 28 Apr 2023 15:53:06 +0200 Subject: [PATCH 08/16] More doc update for new features --- docs/metadata_fetching.rst | 49 ++++++++++++++++++++++++++++++++++---- docs/whats-new.rst | 2 +- 2 files changed, 46 insertions(+), 5 deletions(-) diff --git a/docs/metadata_fetching.rst b/docs/metadata_fetching.rst index d86f329b..2c70f619 100644 --- a/docs/metadata_fetching.rst +++ b/docs/metadata_fetching.rst @@ -61,6 +61,9 @@ At this point, we implemented an index store that can rely on 2 differents inter All index store methods and properties are fully documented in :class:`argopy.stores.indexstore_pa` and :class:`argopy.stores.indexstore_pd`. +Usage +""""" + First, you should select which internal storage format you want. Don't worry, they both provide the same user API. .. note:: @@ -137,15 +140,16 @@ And finally the list of methods and properties for **search results**: .. hint:: - The **argopy** index store supports the Bio-Profile directory file with the list of all individual bio-profile files: + The **argopy** index store supports the Bio and Synthetic Profile directory files: .. ipython:: python :okwarning: idx = indexstore(index_file="argo_bio-profile_index.txt").load() + # idx = indexstore(index_file="argo_synthetic-profile_index.txt").load() idx - This specific index store comes with an additional search possibility: by parameters: + This BGC index store comes with an additional search possibility for parameters: .. ipython:: python :okwarning: @@ -157,8 +161,45 @@ And finally the list of methods and properties for **search results**: idx.to_dataframe() -.. warning:: - At this point, **argopy** support access to the Argo GDAC "Profile" and "Bio-Profile" directory files. Other index files can be added on demand. `Click here to raise an issue if you'd like to access other index files `_. + +Index file supported +"""""""""""""""""""" + +The table below summarize the **argopy** support status of all Argo index files: + +.. list-table:: **argopy** GDAC index file support status + :header-rows: 1 + :stub-columns: 1 + + * - + - Index file + - Supported + * - Profile + - ar_index_global_prof.txt + - ✅ + * - Synthetic-Profile + - argo_synthetic-profile_index.txt + - ✅ + * - Bio-Profile + - argo_bio-profile_index.txt + - ✅ + * - Trajectory + - ar_index_global_traj.txt + - 🔜 + * - Bio-Trajectory + - argo_bio-traj_index.txt + - 🔜 + * - Metadata + - ar_index_global_meta.txt + - ❌ + * - Technical + - ar_index_global_tech.txt + - ❌ + * - Greylist + - ar_greylist.txt + - ❌ + +Index files support can be added on demand. `Click here to raise an issue if you'd like to access other index files `_. Reference tables diff --git a/docs/whats-new.rst b/docs/whats-new.rst index 772acf03..20558d97 100644 --- a/docs/whats-new.rst +++ b/docs/whats-new.rst @@ -35,7 +35,7 @@ v0.1.14 (XX Xxx. 2023) idx.to_indexfile('short_index.txt') # export search results as standard Argo index csv file -- **Index store can now load/search the BGC Argo profile index**. Simply gives the name of the Bio-Profile index file and retrieve the full index. This store also comes with a new search criteria: by parameters. See all details in :ref:`Store: Low-level Argo Index access`. (:pr:`261`) by `G. Maze `_ +- **Index store can now load/search the Argo Bio and Synthetic profile index files**. Simply gives the name of the Bio or Synthtetic Profile index file and retrieve the full index. This store also comes with a new search criteria fro BGC: by parameters. See all details in :ref:`Store: Low-level Argo Index access`. (:pr:`261`) by `G. Maze `_ .. code-block:: python From 1e1ba564646dc59718db656a67f33729c4d122e4 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Fri, 28 Apr 2023 16:16:14 +0200 Subject: [PATCH 09/16] Update requirements.txt --- docs/requirements.txt | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/requirements.txt b/docs/requirements.txt index 337bb406..47c53162 100644 --- a/docs/requirements.txt +++ b/docs/requirements.txt @@ -1,8 +1,8 @@ -pip>=20.2.3 +pip>=23.1 # pkgconfig -ipykernel>=5.3.4 -ipython>=7.28.0 -ipywidgets>=7.6.5 +ipykernel>=6.22 +ipython>=8.12 +ipywidgets>=8.0 nbsphinx>=0.8.7 numpydoc>=1.1.0 From 89b37f9503e0f0dadf38709ff4117aeceed763b6 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Fri, 28 Apr 2023 16:16:57 +0200 Subject: [PATCH 10/16] [skip-ci] --- docs/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/requirements.txt b/docs/requirements.txt index 47c53162..5062e3a4 100644 --- a/docs/requirements.txt +++ b/docs/requirements.txt @@ -4,7 +4,7 @@ ipykernel>=6.22 ipython>=8.12 ipywidgets>=8.0 -nbsphinx>=0.8.7 +nbsphinx>=0.9 numpydoc>=1.1.0 jinja2>=3.0.2 sphinx_issues>=1.2.0 From 23516930d52c8879225fca5e1d0c54ff10d6019b Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Tue, 2 May 2023 09:48:47 +0200 Subject: [PATCH 11/16] Update requirements.txt --- docs/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/requirements.txt b/docs/requirements.txt index 5062e3a4..27b04b3f 100644 --- a/docs/requirements.txt +++ b/docs/requirements.txt @@ -1,7 +1,7 @@ pip>=23.1 # pkgconfig ipykernel>=6.22 -ipython>=8.12 +ipython<=8.12 ipywidgets>=8.0 nbsphinx>=0.9 From 0025890e8344fb6cb60026ebea0297b262138117 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Tue, 2 May 2023 13:21:22 +0200 Subject: [PATCH 12/16] New read_params for index store --- argopy/stores/argo_index_pa.py | 14 ++++++++++++ argopy/stores/argo_index_pd.py | 15 ++++++++++++ argopy/stores/argo_index_proto.py | 38 +++++++++++++++++++++++++------ docs/api-hidden.rst | 6 +++++ 4 files changed, 66 insertions(+), 7 deletions(-) diff --git a/argopy/stores/argo_index_pa.py b/argopy/stores/argo_index_pa.py index 65bbd55b..f589f0de 100644 --- a/argopy/stores/argo_index_pa.py +++ b/argopy/stores/argo_index_pa.py @@ -243,6 +243,20 @@ def fct(row): wmo = [int(w) for w in wmo] return wmo + def read_params(self, index=False): + if self.convention not in ["argo_bio-profile_index", "argo_synthetic-profile_index"]: + raise InvalidDatasetStructure("Cannot list parameters in this index (not a BGC profile index)") + if hasattr(self, "search") and not index: + df = pa.compute.split_pattern(self.search["parameters"], pattern=" ").to_pandas() + else: + df = pa.compute.split_pattern(self.index["parameters"], pattern=" ").to_pandas() + plist = set(df[0]) + def fct(row): + [plist.add(v) for v in row] + return len(row) + df.map(fct) + return sorted(list(plist)) + def records_per_wmo(self, index=False): """ Return the number of records per unique WMOs in search results diff --git a/argopy/stores/argo_index_pd.py b/argopy/stores/argo_index_pd.py index 5f2357fc..e444fbe6 100644 --- a/argopy/stores/argo_index_pd.py +++ b/argopy/stores/argo_index_pd.py @@ -190,6 +190,21 @@ def read_wmo(self, index=False): wmo = np.unique(results) return wmo + def read_params(self, index=False): + if self.convention not in ["argo_bio-profile_index", "argo_synthetic-profile_index"]: + raise InvalidDatasetStructure("Cannot list parameters in this index (not a BGC profile index)") + if hasattr(self, "search") and not index: + df = self.search['parameters'] + else: + df = self.index['parameters'] + plist = set(df[0].split(" ")) + def fct(row): + row = row.split(" ") + [plist.add(v) for v in row] + return len(row) + df.map(fct) + return sorted(list(plist)) + def records_per_wmo(self, index=False): """ Return the number of records per unique WMOs in search results diff --git a/argopy/stores/argo_index_proto.py b/argopy/stores/argo_index_proto.py index b59dfb89..9fb03be7 100644 --- a/argopy/stores/argo_index_proto.py +++ b/argopy/stores/argo_index_proto.py @@ -74,6 +74,7 @@ class ArgoIndexStoreProto(ABC): >>> idx.cname >>> idx.read_wmo + >>> idx.read_params >>> idx.records_per_wmo """ @@ -173,7 +174,7 @@ def __repr__(self): summary = ["" % self.backend] summary.append("Host: %s" % self.host) summary.append("Index: %s" % self.index_file) - summary.append("Convention: %s" % self.convention) + summary.append("Convention: %s (%s)" % (self.convention, self.convention_title)) if hasattr(self, "index"): summary.append("Loaded: True (%i records)" % self.N_RECORDS) else: @@ -336,9 +337,20 @@ def N_MATCH(self): @property def convention(self): - """Convention of the index, expected csv format""" + """Convention of the index (standard csv file name)""" return self._convention + @property + def convention_title(self): + """Long name for the index convention""" + if self.convention == 'ar_index_global_prof': + title = 'Profile directory file of the Argo GDAC' + elif self.convention == 'argo_bio-profile_index': + title = 'Bio-Profile directory file of the Argo GDAC' + elif self.convention == 'argo_synthetic-profile_index': + title = 'Synthetic-Profile directory file of the Argo GDAC' + return title + def _same_origin(self, path): """Compare origin of path with current memory fs""" return path in self._memory_store_content @@ -520,7 +532,7 @@ def ev(x): return df def to_indexfile(self): - """Save search results on file, following the Argo standard index formats""" + """Save search results on file, following the Argo standard index format""" raise NotImplementedError("Not implemented") @property @@ -558,7 +570,7 @@ def uri(self): @abstractmethod def load(self, nrows=None, force=False): - """ Load an Argo-index file content + """ Load an Argo-index file content in memory Fill in self.index internal property If store is cached, caching is triggered here @@ -579,7 +591,7 @@ def load(self, nrows=None, force=False): @abstractmethod def run(self): - """ Filter index with search criteria + """ Filter index with search criteria (internal use) Fill in self.search internal property If store is cached, caching is triggered here @@ -596,7 +608,7 @@ def _to_dataframe(self) -> pd.DataFrame: @abstractmethod def read_wmo(self): - """ Return list of unique WMOs in search results + """ Return list of unique WMOs in index or search results Fall back on full index if search not found @@ -606,9 +618,21 @@ def read_wmo(self): """ raise NotImplementedError("Not implemented") + @abstractmethod + def read_params(self): + """ Return list of unique PARAMETERs in index or search results + + Fall back on full index if search not found + + Returns + ------- + list(str) + """ + raise NotImplementedError("Not implemented") + @abstractmethod def records_per_wmo(self): - """ Return the number of records per unique WMOs in search results + """ Return the number of records per unique WMOs in index or search results Fall back on full index if search not found diff --git a/docs/api-hidden.rst b/docs/api-hidden.rst index b85e3e6f..b41a78ec 100644 --- a/docs/api-hidden.rst +++ b/docs/api-hidden.rst @@ -177,23 +177,29 @@ argopy.stores.argo_index_proto.ArgoIndexStoreProto argopy.stores.argo_index_pa.indexstore_pyarrow argopy.stores.argo_index_pa.indexstore_pyarrow.load + argopy.stores.argo_index_pa.indexstore_pyarrow.read_wmo + argopy.stores.argo_index_pa.indexstore_pyarrow.read_params argopy.stores.argo_index_pa.indexstore_pyarrow.search_wmo argopy.stores.argo_index_pa.indexstore_pyarrow.search_cyc argopy.stores.argo_index_pa.indexstore_pyarrow.search_wmo_cyc argopy.stores.argo_index_pa.indexstore_pyarrow.search_tim argopy.stores.argo_index_pa.indexstore_pyarrow.search_lat_lon argopy.stores.argo_index_pa.indexstore_pyarrow.search_lat_lon_tim + argopy.stores.argo_index_pa.indexstore_pyarrow.search_params argopy.stores.argo_index_pa.indexstore_pyarrow.to_dataframe argopy.stores.argo_index_pa.indexstore_pyarrow.to_indexfile argopy.stores.argo_index_pd.indexstore_pandas argopy.stores.argo_index_pd.indexstore_pandas.load + argopy.stores.argo_index_pd.indexstore_pandas.read_wmo + argopy.stores.argo_index_pd.indexstore_pandas.read_params argopy.stores.argo_index_pd.indexstore_pandas.search_wmo argopy.stores.argo_index_pd.indexstore_pandas.search_cyc argopy.stores.argo_index_pd.indexstore_pandas.search_wmo_cyc argopy.stores.argo_index_pd.indexstore_pandas.search_tim argopy.stores.argo_index_pd.indexstore_pandas.search_lat_lon argopy.stores.argo_index_pd.indexstore_pandas.search_lat_lon_tim + argopy.stores.argo_index_pd.indexstore_pandas.search_params argopy.stores.argo_index_pd.indexstore_pandas.to_dataframe argopy.stores.argo_index_pd.indexstore_pandas.to_indexfile From 43509829b4f97e9db32b7671f8f480d21eadad0e Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Tue, 2 May 2023 14:26:04 +0200 Subject: [PATCH 13/16] Small refactoring - new to_list utilities - split test_stores into fsspec-based and argo-gdac stores --- argopy/stores/argo_index_pa.py | 9 +- argopy/stores/argo_index_pd.py | 9 +- .../{test_stores.py => test_stores_fsspec.py} | 404 ---------------- argopy/tests/test_stores_index.py | 433 ++++++++++++++++++ argopy/utilities.py | 34 +- 5 files changed, 451 insertions(+), 438 deletions(-) rename argopy/tests/{test_stores.py => test_stores_fsspec.py} (56%) create mode 100644 argopy/tests/test_stores_index.py diff --git a/argopy/stores/argo_index_pa.py b/argopy/stores/argo_index_pa.py index f589f0de..bec7fc6b 100644 --- a/argopy/stores/argo_index_pa.py +++ b/argopy/stores/argo_index_pa.py @@ -13,7 +13,7 @@ from packaging import version from ..errors import DataNotFound, InvalidDatasetStructure -from ..utilities import check_index_cols, is_indexbox, check_wmo, check_cyc, doc_inherit +from ..utilities import check_index_cols, is_indexbox, check_wmo, check_cyc, doc_inherit, to_list from .argo_index_proto import ArgoIndexStoreProto try: import pyarrow.csv as csv # noqa: F401 @@ -419,12 +419,7 @@ def search_params(self, PARAMs, nrows=None): if self.convention not in ["argo_bio-profile_index", "argo_synthetic-profile_index"]: raise InvalidDatasetStructure("Cannot search for parameters in this index (not a BGC profile index)") log.debug("Argo index searching for parameters in PARAM=%s ..." % PARAMs) - # Make sure we deal with a list - if not isinstance(PARAMs, list): - if isinstance(PARAMs, np.ndarray): - PARAMs = list(PARAMs) - else: - PARAMs = [PARAMs] + PARAMs = to_list(PARAMs) # Make sure we deal with a list self.load() self.search_type = {"PARAM": PARAMs} filt = [] diff --git a/argopy/stores/argo_index_pd.py b/argopy/stores/argo_index_pd.py index e444fbe6..daa0ada0 100644 --- a/argopy/stores/argo_index_pd.py +++ b/argopy/stores/argo_index_pd.py @@ -10,7 +10,7 @@ import gzip from ..errors import DataNotFound, InvalidDatasetStructure -from ..utilities import check_index_cols, is_indexbox, check_wmo, check_cyc, doc_inherit +from ..utilities import check_index_cols, is_indexbox, check_wmo, check_cyc, doc_inherit, to_list from .argo_index_proto import ArgoIndexStoreProto @@ -343,12 +343,7 @@ def search_params(self, PARAMs, nrows=None): if self.convention not in ["argo_bio-profile_index", "argo_synthetic-profile_index"]: raise InvalidDatasetStructure("Cannot search for parameters in this index (not a BGC profile index)") log.debug("Argo index searching for parameters in PARAM=%s ..." % PARAMs) - # Make sure we deal with a list - if not isinstance(PARAMs, list): - if isinstance(PARAMs, np.ndarray): - PARAMs = list(PARAMs) - else: - PARAMs = [PARAMs] + PARAMs = to_list(PARAMs) # Make sure we deal with a list self.load() self.search_type = {"PARAM": PARAMs} filt = [] diff --git a/argopy/tests/test_stores.py b/argopy/tests/test_stores_fsspec.py similarity index 56% rename from argopy/tests/test_stores.py rename to argopy/tests/test_stores_fsspec.py index b6859dd2..1ad338ae 100644 --- a/argopy/tests/test_stores.py +++ b/argopy/tests/test_stores_fsspec.py @@ -1,10 +1,8 @@ import os -import warnings import pytest import tempfile -import numpy as np import xarray as xr import pandas as pd import fsspec @@ -22,27 +20,20 @@ httpstore, memorystore, ftpstore, - indexfilter_wmo, - indexfilter_box, - indexstore, ) from argopy.stores.filesystems import new_fs from argopy.options import OPTIONS from argopy.errors import ( FileSystemHasNoCache, CacheFileNotFound, - FtpPathError, InvalidMethod, DataNotFound, - OptionValueError, ) from argopy.utilities import ( is_list_of_datasets, is_list_of_dicts, modified_environ, - is_list_of_strings, ) -from argopy.stores.argo_index_pd import indexstore_pandas from utils import requires_connection, requires_connected_argovis from mocked_http import mocked_httpserver, mocked_server_address @@ -570,398 +561,3 @@ def preprocess(ds): with pytest.raises(DataNotFound): store.open_mfdataset(uri, preprocess=preprocess) - - -@skip_this -class Test_IndexFilter_WMO: - kwargs = [ - {"WMO": 6901929}, - {"WMO": [6901929, 2901623]}, - {"CYC": 1}, - {"CYC": [1, 6]}, - {"WMO": 6901929, "CYC": 36}, - {"WMO": 6901929, "CYC": [5, 45]}, - {"WMO": [6901929, 2901623], "CYC": 2}, - {"WMO": [6901929, 2901623], "CYC": [2, 23]}, - {}, - ] - - def test_implementation(self): - for kw in self.kwargs: - filt = indexfilter_wmo(**kw) - assert isinstance(filt, argopy.stores.argo_index.indexfilter_wmo) - - def test_filters_uri(self): - for kw in self.kwargs: - filt = indexfilter_wmo(**kw) - assert isinstance(filt.uri, str) - - def test_filters_sha(self): - for kw in self.kwargs: - filt = indexfilter_wmo(**kw) - assert isinstance(filt.sha, str) and len(filt.sha) == 64 - - @requires_connection - def test_filters_run(self): - ftproot, flist = argopy.tutorial.open_dataset("gdac") - index_file = os.path.sep.join([ftproot, "ar_index_global_prof.txt"]) - for kw in self.kwargs: - filt = indexfilter_wmo(**kw) - with open(index_file, "r") as f: - results = filt.run(f) - if results: - assert isinstance(results, str) - else: - assert results is None - - -@skip_this -@requires_connection -class Test_Legacy_IndexStore: - ftproot, flist = argopy.tutorial.open_dataset("gdac") - index_file = os.path.sep.join([ftproot, "ar_index_global_prof.txt"]) - - kwargs_wmo = [ - {"WMO": 6901929}, - {"WMO": [6901929, 2901623]}, - {"CYC": 1}, - {"CYC": [1, 6]}, - {"WMO": 6901929, "CYC": 36}, - {"WMO": 6901929, "CYC": [5, 45]}, - {"WMO": [6901929, 2901623], "CYC": 2}, - {"WMO": [6901929, 2901623], "CYC": [2, 23]}, - {}, - ] - - kwargs_box = [ - {"BOX": [-60, -40, 40.0, 60.0]}, - {"BOX": [-60, -40, 40.0, 60.0, "2007-08-01", "2007-09-01"]}, - ] - - def test_implementation(self): - assert isinstance(indexstore(), argopy.stores.argo_index.indexstore) - assert isinstance(indexstore(cache=True), argopy.stores.argo_index.indexstore) - assert isinstance( - indexstore(cache=True, cachedir="."), argopy.stores.argo_index.indexstore - ) - assert isinstance( - indexstore(index_file="toto.txt"), argopy.stores.argo_index.indexstore - ) - - def test_search_wmo(self): - for kw in self.kwargs_wmo: - df = indexstore(cache=False, index_file=self.index_file).read_csv( - indexfilter_wmo(**kw) - ) - assert isinstance(df, pd.core.frame.DataFrame) - - def test_search_box(self): - for kw in self.kwargs_box: - df = indexstore(cache=False, index_file=self.index_file).read_csv( - indexfilter_box(**kw) - ) - assert isinstance(df, pd.core.frame.DataFrame) - - -""" -List gdac hosts to be tested. -Since the fetcher is compatible with host from local, http or ftp protocols, we -try to test them all: -""" -VALID_HOSTS = [argopy.tutorial.open_dataset("gdac")[0], - #'https://data-argo.ifremer.fr', - mocked_server_address, - # 'ftp://ftp.ifremer.fr/ifremer/argo', - # 'ftp://usgodae.org/pub/outgoing/argo', # ok, but takes too long to respond, slow down CI - 'MOCKFTP', # keyword to use a fake/mocked ftp server (running on localhost) - ] - -""" -List index searches to be tested. -""" -VALID_SEARCHES = [ - # {"wmo": [13857]}, - {"wmo": [3902131]}, # BGC - # {"wmo": [6901929, 2901623]}, - {"cyc": [5, 45]}, - # {"wmo_cyc": [13857, 2]}, - {"wmo_cyc": [3902131, 2]}, # BGC - {"tim": [-60, -40, 40.0, 60.0, "2007-08-01", "2007-09-01"]}, - {"lat_lon": [-60, -40, 40.0, 60.0, "2007-08-01", "2007-09-01"]}, - {"lat_lon_tim": [-60, -40, 40.0, 60.0, "2007-08-01", "2007-09-01"]}, - {"params": ['C1PHASE_DOXY', 'DOWNWELLING_PAR']}, - ] - -def run_a_search(idx_maker, fetcher_args, search_point, xfail=False, reason='?'): - """ Create and run a search on a given index store - - Use xfail=True when a test with this is expected to fail - """ - def core(fargs, apts): - try: - idx = idx_maker(**fargs) - if "wmo" in apts: - idx.search_wmo(apts['wmo']) - if "cyc" in apts: - idx.search_cyc(apts['cyc']) - if "wmo_cyc" in apts: - idx.search_wmo_cyc(apts['wmo_cyc'][0], apts['wmo_cyc'][1]) - if "tim" in apts: - idx.search_tim(apts['tim']) - if "lat_lon" in apts: - idx.search_lat_lon(apts['lat_lon']) - if "lat_lon_tim" in apts: - idx.search_lat_lon_tim(apts['lat_lon_tim']) - if "params" in apts: - idx.search_params(apts['params']) - except: - if xfail: - pytest.xfail(reason) - else: - raise - return idx - - return core(fetcher_args, search_point) - - -def ftp_shortname(ftp): - """Get a short name for scenarios IDs, given a FTP host""" - if ftp == 'MOCKFTP': - return 'ftp_mocked' - elif 'localhost' in ftp or '127.0.0.1' in ftp: - return 'http_mocked' - else: - return (lambda x: 'file' if x == "" else x)(urlparse(ftp).scheme) - - -class IndexStore_test_proto: - host, flist = argopy.tutorial.open_dataset("gdac") - - search_scenarios = [(h, ap) for h in VALID_HOSTS for ap in VALID_SEARCHES] - search_scenarios_ids = [ - "%s, %s" % (ftp_shortname(fix[0]), list(fix[1].keys())[0]) for fix - in - search_scenarios] - - ############# - # UTILITIES # - ############# - - def setup_class(self): - """setup any state specific to the execution of the given class""" - # Create the cache folder here, so that it's not the same for the pandas and pyarrow tests - self.cachedir = tempfile.mkdtemp() - - def teardown_class(self): - """Cleanup once we are finished.""" - def remove_test_dir(): - shutil.rmtree(self.cachedir) - remove_test_dir() - - def _patch_ftp(self, ftp): - """Patch Mocked FTP server keyword""" - if ftp == 'MOCKFTP': - return pytest.MOCKFTP # this was set in conftest.py - else: - return ftp - - def create_store(self, store_args, xfail=False): - def core(fargs): - try: - idx = self.indexstore(**fargs) - except Exception: - raise - return idx - return core(store_args) - - def _setup_store(self, this_request, cached=False): - """Helper method to set up options for an index store creation""" - index_file = self.index_file - convention = None - if hasattr(this_request, 'param'): - if isinstance(this_request.param, tuple): - host = this_request.param[0] - else: - host = this_request.param - else: - host = this_request['param']['host'] - index_file = this_request['param']['index_file'] - convention = this_request['param']['convention'] - N_RECORDS = None if 'tutorial' in host or 'MOCK' in host else 100 # Make sure we're not going to load the full index - fetcher_args = {"host": self._patch_ftp(host), "index_file": index_file, "cache": False, "convention": convention} - if cached: - fetcher_args = {**fetcher_args, **{"cache": True, "cachedir": self.cachedir}} - return fetcher_args, N_RECORDS - - def new_idx(self, cache=False, cachedir=None, **kwargs): - host = kwargs['host'] if 'host' in kwargs else self.host - index_file = kwargs['index_file'] if 'index_file' in kwargs else self.index_file - convention = kwargs['convention'] if 'convention' in kwargs else None - fetcher_args, N_RECORDS = self._setup_store({'param': {'host': host, 'index_file': index_file, 'convention': convention}}, cached=cache) - idx = self.create_store(fetcher_args).load(nrows=N_RECORDS) - return idx - - @pytest.fixture - def a_store(self, request): - """Fixture to create an index store for a given host.""" - fetcher_args, N_RECORDS = self._setup_store(request) - # yield self.indexstore(**fetcher_args).load(nrows=N_RECORDS) - yield self.create_store(fetcher_args).load(nrows=N_RECORDS) - - @pytest.fixture - def a_search(self, request): - """ Fixture to create a FTP fetcher for a given host and access point """ - host = request.param[0] - srch = request.param[1] - xfail = self.index_file == 'ar_index_global_prof.txt' and 'params' in srch - reason = "'params' search only available to BGC profile index" if xfail else '?' - # log.debug("a_search: %s, %s, %s" % (self.index_file, srch, xfail)) - yield run_a_search(self.new_idx, {'host': host, 'cache': True}, srch, xfail=xfail, reason=reason) - - def assert_index(self, this_idx, cacheable=False): - assert hasattr(this_idx, 'index') - assert this_idx.shape[0] == this_idx.index.shape[0] - assert this_idx.N_RECORDS == this_idx.index.shape[0] - assert is_list_of_strings(this_idx.uri_full_index) and len(this_idx.uri_full_index) == this_idx.N_RECORDS - if cacheable: - assert is_list_of_strings(this_idx.cachepath('index')) - - def assert_search(self, this_idx, cacheable=False): - assert hasattr(this_idx, 'search') - assert this_idx.N_MATCH == this_idx.search.shape[0] - assert this_idx.N_FILES == this_idx.N_MATCH - assert is_list_of_strings(this_idx.uri) and len(this_idx.uri) == this_idx.N_MATCH - if cacheable: - assert is_list_of_strings(this_idx.cachepath('search')) - - ######### - # TESTS # - ######### - - @pytest.mark.parametrize("a_store", VALID_HOSTS, - indirect=True, - ids=["%s" % ftp_shortname(ftp) for ftp in VALID_HOSTS]) - def test_hosts(self, mocked_httpserver, a_store): - self.assert_index(a_store) # assert (this_store.N_RECORDS >= 1) # Make sure we loaded the index file content - - @pytest.mark.parametrize("ftp_host", ['invalid', 'https://invalid_ftp', 'ftp://invalid_ftp'], indirect=False) - def test_hosts_invalid(self, ftp_host): - # Invalid servers: - with pytest.raises(FtpPathError): - self.indexstore(host=ftp_host) - - def test_index(self): - def new_idx(): - return self.indexstore(host=self.host, index_file=self.index_file, cache=False) - self.assert_index(new_idx().load()) - self.assert_index(new_idx().load(force=True)) - - N = np.random.randint(1, 100+1) - idx = new_idx().load(nrows=N) - self.assert_index(idx) - assert idx.index.shape[0] == N - # Since no search was triggered: - assert idx.N_FILES == idx.N_RECORDS - - with pytest.raises(OptionValueError): - idx = self.indexstore(host=self.host, index_file="ar_greylist.txt", cache=False) - - @pytest.mark.parametrize("a_search", search_scenarios, indirect=True, ids=search_scenarios_ids) - def test_search(self, mocked_httpserver, a_search): - self.assert_search(a_search, cacheable=False) - - def test_to_dataframe_index(self): - idx = self.new_idx() - assert isinstance(idx.to_dataframe(), pd.core.frame.DataFrame) - - df = idx.to_dataframe(index=True) - assert df.shape[0] == idx.N_RECORDS - - df = idx.to_dataframe() - assert df.shape[0] == idx.N_RECORDS - - N = np.random.randint(1, 20+1) - df = idx.to_dataframe(index=True, nrows=N) - assert df.shape[0] == N - - def test_to_dataframe_search(self): - idx = self.new_idx() - wmo = [s['wmo'] for s in VALID_SEARCHES if 'wmo' in s.keys()][0] - idx = idx.search_wmo(wmo) - - df = idx.to_dataframe() - assert isinstance(df, pd.core.frame.DataFrame) - assert df.shape[0] == idx.N_MATCH - - N = np.random.randint(1,10+1) - df = idx.to_dataframe(nrows=N) - assert df.shape[0] == N - - def test_caching_index(self): - idx = self.new_idx(cache=True) - self.assert_index(idx, cacheable=True) - - def test_caching_search(self): - idx = self.new_idx(cache=True) - wmo = [s['wmo'] for s in VALID_SEARCHES if 'wmo' in s.keys()][0] - idx.search_wmo(wmo) - self.assert_search(idx, cacheable=True) - - def test_read_wmo(self): - wmo = [s['wmo'] for s in VALID_SEARCHES if 'wmo' in s.keys()][0] - idx = self.new_idx().search_wmo(wmo) - assert len(idx.read_wmo()) == len(wmo) - - def test_records_per_wmo(self): - wmo = [s['wmo'] for s in VALID_SEARCHES if 'wmo' in s.keys()][0] - idx = self.new_idx().search_wmo(wmo) - C = idx.records_per_wmo() - for w in C: - assert str(C[w]).isdigit() - - def test_to_indexfile(self): - # Create a store and make a simple float search: - idx0 = self.new_idx() - wmo = [s['wmo'] for s in VALID_SEARCHES if 'wmo' in s.keys()][0] - idx0 = idx0.search_wmo(wmo) - - # Then save this search as a new Argo index file: - tf = tempfile.NamedTemporaryFile(delete=False) - new_indexfile = idx0.to_indexfile(tf.name) - - # Finally try to load the new index file, like it was an official one: - idx = self.new_idx(host=os.path.dirname(new_indexfile), - index_file=os.path.basename(new_indexfile), - convention=idx0.convention) - self.assert_index(idx.load()) - - # Cleanup - tf.close() - - -@skip_this -class Test_IndexStore_pandas_CORE(IndexStore_test_proto): - indexstore = indexstore_pandas - index_file = "ar_index_global_prof.txt" - - -@skip_this -@skip_pyarrow -class Test_IndexStore_pyarrow_CORE(IndexStore_test_proto): - from argopy.stores.argo_index_pa import indexstore_pyarrow - indexstore = indexstore_pyarrow - index_file = "ar_index_global_prof.txt" - - -@skip_this -class Test_IndexStore_pandas_BGC(IndexStore_test_proto): - indexstore = indexstore_pandas - index_file = "argo_bio-profile_index.txt" - - -@skip_this -@skip_pyarrow -class Test_IndexStore_pyarrow_BGC(IndexStore_test_proto): - from argopy.stores.argo_index_pa import indexstore_pyarrow - indexstore = indexstore_pyarrow - index_file = "argo_bio-profile_index.txt" diff --git a/argopy/tests/test_stores_index.py b/argopy/tests/test_stores_index.py new file mode 100644 index 00000000..d83f2aa4 --- /dev/null +++ b/argopy/tests/test_stores_index.py @@ -0,0 +1,433 @@ +import os + +import pytest +import tempfile + +import numpy as np +import pandas as pd +from fsspec.registry import known_implementations +import importlib +import shutil +import logging +from urllib.parse import urlparse + +import argopy +from argopy.stores import ( + indexfilter_wmo, + indexfilter_box, + indexstore, +) +from argopy.errors import ( + FtpPathError, + OptionValueError, +) +from argopy.utilities import ( + is_list_of_strings, +) +from argopy.stores.argo_index_pd import indexstore_pandas +from utils import requires_connection +from mocked_http import mocked_httpserver, mocked_server_address + + +log = logging.getLogger("argopy.tests.indexstores") + +has_pyarrow = importlib.util.find_spec('pyarrow') is not None +skip_pyarrow = pytest.mark.skipif(not has_pyarrow, reason="Requires pyarrow") + +skip_this = pytest.mark.skipif(0, reason="Skipped temporarily") +skip_for_debug = pytest.mark.skipif(False, reason="Taking too long !") + + +@skip_this +class Test_IndexFilter_WMO: + kwargs = [ + {"WMO": 6901929}, + {"WMO": [6901929, 2901623]}, + {"CYC": 1}, + {"CYC": [1, 6]}, + {"WMO": 6901929, "CYC": 36}, + {"WMO": 6901929, "CYC": [5, 45]}, + {"WMO": [6901929, 2901623], "CYC": 2}, + {"WMO": [6901929, 2901623], "CYC": [2, 23]}, + {}, + ] + + def test_implementation(self): + for kw in self.kwargs: + filt = indexfilter_wmo(**kw) + assert isinstance(filt, argopy.stores.argo_index.indexfilter_wmo) + + def test_filters_uri(self): + for kw in self.kwargs: + filt = indexfilter_wmo(**kw) + assert isinstance(filt.uri, str) + + def test_filters_sha(self): + for kw in self.kwargs: + filt = indexfilter_wmo(**kw) + assert isinstance(filt.sha, str) and len(filt.sha) == 64 + + @requires_connection + def test_filters_run(self): + ftproot, flist = argopy.tutorial.open_dataset("gdac") + index_file = os.path.sep.join([ftproot, "ar_index_global_prof.txt"]) + for kw in self.kwargs: + filt = indexfilter_wmo(**kw) + with open(index_file, "r") as f: + results = filt.run(f) + if results: + assert isinstance(results, str) + else: + assert results is None + + +@skip_this +@requires_connection +class Test_Legacy_IndexStore: + ftproot, flist = argopy.tutorial.open_dataset("gdac") + index_file = os.path.sep.join([ftproot, "ar_index_global_prof.txt"]) + + kwargs_wmo = [ + {"WMO": 6901929}, + {"WMO": [6901929, 2901623]}, + {"CYC": 1}, + {"CYC": [1, 6]}, + {"WMO": 6901929, "CYC": 36}, + {"WMO": 6901929, "CYC": [5, 45]}, + {"WMO": [6901929, 2901623], "CYC": 2}, + {"WMO": [6901929, 2901623], "CYC": [2, 23]}, + {}, + ] + + kwargs_box = [ + {"BOX": [-60, -40, 40.0, 60.0]}, + {"BOX": [-60, -40, 40.0, 60.0, "2007-08-01", "2007-09-01"]}, + ] + + def test_implementation(self): + assert isinstance(indexstore(), argopy.stores.argo_index.indexstore) + assert isinstance(indexstore(cache=True), argopy.stores.argo_index.indexstore) + assert isinstance( + indexstore(cache=True, cachedir="."), argopy.stores.argo_index.indexstore + ) + assert isinstance( + indexstore(index_file="toto.txt"), argopy.stores.argo_index.indexstore + ) + + def test_search_wmo(self): + for kw in self.kwargs_wmo: + df = indexstore(cache=False, index_file=self.index_file).read_csv( + indexfilter_wmo(**kw) + ) + assert isinstance(df, pd.core.frame.DataFrame) + + def test_search_box(self): + for kw in self.kwargs_box: + df = indexstore(cache=False, index_file=self.index_file).read_csv( + indexfilter_box(**kw) + ) + assert isinstance(df, pd.core.frame.DataFrame) + + +""" +List gdac hosts to be tested. +Since the fetcher is compatible with host from local, http or ftp protocols, we +try to test them all: +""" +VALID_HOSTS = [argopy.tutorial.open_dataset("gdac")[0], + #'https://data-argo.ifremer.fr', + mocked_server_address, + # 'ftp://ftp.ifremer.fr/ifremer/argo', + # 'ftp://usgodae.org/pub/outgoing/argo', # ok, but takes too long to respond, slow down CI + 'MOCKFTP', # keyword to use a fake/mocked ftp server (running on localhost) + ] + +""" +List index searches to be tested. +""" +VALID_SEARCHES = [ + # {"wmo": [13857]}, + {"wmo": [3902131]}, # BGC + # {"wmo": [6901929, 2901623]}, + {"cyc": [5, 45]}, + # {"wmo_cyc": [13857, 2]}, + {"wmo_cyc": [3902131, 2]}, # BGC + {"tim": [-60, -40, 40.0, 60.0, "2007-08-01", "2007-09-01"]}, + {"lat_lon": [-60, -40, 40.0, 60.0, "2007-08-01", "2007-09-01"]}, + {"lat_lon_tim": [-60, -40, 40.0, 60.0, "2007-08-01", "2007-09-01"]}, + {"params": ['C1PHASE_DOXY', 'DOWNWELLING_PAR']}, + ] + +def run_a_search(idx_maker, fetcher_args, search_point, xfail=False, reason='?'): + """ Create and run a search on a given index store + + Use xfail=True when a test with this is expected to fail + """ + def core(fargs, apts): + try: + idx = idx_maker(**fargs) + if "wmo" in apts: + idx.search_wmo(apts['wmo']) + if "cyc" in apts: + idx.search_cyc(apts['cyc']) + if "wmo_cyc" in apts: + idx.search_wmo_cyc(apts['wmo_cyc'][0], apts['wmo_cyc'][1]) + if "tim" in apts: + idx.search_tim(apts['tim']) + if "lat_lon" in apts: + idx.search_lat_lon(apts['lat_lon']) + if "lat_lon_tim" in apts: + idx.search_lat_lon_tim(apts['lat_lon_tim']) + if "params" in apts: + idx.search_params(apts['params']) + except: + if xfail: + pytest.xfail(reason) + else: + raise + return idx + + return core(fetcher_args, search_point) + + +def ftp_shortname(ftp): + """Get a short name for scenarios IDs, given a FTP host""" + if ftp == 'MOCKFTP': + return 'ftp_mocked' + elif 'localhost' in ftp or '127.0.0.1' in ftp: + return 'http_mocked' + else: + return (lambda x: 'file' if x == "" else x)(urlparse(ftp).scheme) + + +class IndexStore_test_proto: + host, flist = argopy.tutorial.open_dataset("gdac") + + search_scenarios = [(h, ap) for h in VALID_HOSTS for ap in VALID_SEARCHES] + search_scenarios_ids = [ + "%s, %s" % (ftp_shortname(fix[0]), list(fix[1].keys())[0]) for fix + in + search_scenarios] + + ############# + # UTILITIES # + ############# + + def setup_class(self): + """setup any state specific to the execution of the given class""" + # Create the cache folder here, so that it's not the same for the pandas and pyarrow tests + self.cachedir = tempfile.mkdtemp() + + def teardown_class(self): + """Cleanup once we are finished.""" + def remove_test_dir(): + shutil.rmtree(self.cachedir) + remove_test_dir() + + def _patch_ftp(self, ftp): + """Patch Mocked FTP server keyword""" + if ftp == 'MOCKFTP': + return pytest.MOCKFTP # this was set in conftest.py + else: + return ftp + + def create_store(self, store_args, xfail=False): + def core(fargs): + try: + idx = self.indexstore(**fargs) + except Exception: + raise + return idx + return core(store_args) + + def _setup_store(self, this_request, cached=False): + """Helper method to set up options for an index store creation""" + index_file = self.index_file + convention = None + if hasattr(this_request, 'param'): + if isinstance(this_request.param, tuple): + host = this_request.param[0] + else: + host = this_request.param + else: + host = this_request['param']['host'] + index_file = this_request['param']['index_file'] + convention = this_request['param']['convention'] + N_RECORDS = None if 'tutorial' in host or 'MOCK' in host else 100 # Make sure we're not going to load the full index + fetcher_args = {"host": self._patch_ftp(host), "index_file": index_file, "cache": False, "convention": convention} + if cached: + fetcher_args = {**fetcher_args, **{"cache": True, "cachedir": self.cachedir}} + return fetcher_args, N_RECORDS + + def new_idx(self, cache=False, cachedir=None, **kwargs): + host = kwargs['host'] if 'host' in kwargs else self.host + index_file = kwargs['index_file'] if 'index_file' in kwargs else self.index_file + convention = kwargs['convention'] if 'convention' in kwargs else None + fetcher_args, N_RECORDS = self._setup_store({'param': {'host': host, 'index_file': index_file, 'convention': convention}}, cached=cache) + idx = self.create_store(fetcher_args).load(nrows=N_RECORDS) + return idx + + @pytest.fixture + def a_store(self, request): + """Fixture to create an index store for a given host.""" + fetcher_args, N_RECORDS = self._setup_store(request) + # yield self.indexstore(**fetcher_args).load(nrows=N_RECORDS) + yield self.create_store(fetcher_args).load(nrows=N_RECORDS) + + @pytest.fixture + def a_search(self, request): + """ Fixture to create a FTP fetcher for a given host and access point """ + host = request.param[0] + srch = request.param[1] + xfail = self.index_file == 'ar_index_global_prof.txt' and 'params' in srch + reason = "'params' search only available to BGC profile index" if xfail else '?' + # log.debug("a_search: %s, %s, %s" % (self.index_file, srch, xfail)) + yield run_a_search(self.new_idx, {'host': host, 'cache': True}, srch, xfail=xfail, reason=reason) + + def assert_index(self, this_idx, cacheable=False): + assert hasattr(this_idx, 'index') + assert this_idx.shape[0] == this_idx.index.shape[0] + assert this_idx.N_RECORDS == this_idx.index.shape[0] + assert is_list_of_strings(this_idx.uri_full_index) and len(this_idx.uri_full_index) == this_idx.N_RECORDS + if cacheable: + assert is_list_of_strings(this_idx.cachepath('index')) + + def assert_search(self, this_idx, cacheable=False): + assert hasattr(this_idx, 'search') + assert this_idx.N_MATCH == this_idx.search.shape[0] + assert this_idx.N_FILES == this_idx.N_MATCH + assert is_list_of_strings(this_idx.uri) and len(this_idx.uri) == this_idx.N_MATCH + if cacheable: + assert is_list_of_strings(this_idx.cachepath('search')) + + ######### + # TESTS # + ######### + + @pytest.mark.parametrize("a_store", VALID_HOSTS, + indirect=True, + ids=["%s" % ftp_shortname(ftp) for ftp in VALID_HOSTS]) + def test_hosts(self, mocked_httpserver, a_store): + self.assert_index(a_store) # assert (this_store.N_RECORDS >= 1) # Make sure we loaded the index file content + + @pytest.mark.parametrize("ftp_host", ['invalid', 'https://invalid_ftp', 'ftp://invalid_ftp'], indirect=False) + def test_hosts_invalid(self, ftp_host): + # Invalid servers: + with pytest.raises(FtpPathError): + self.indexstore(host=ftp_host) + + def test_index(self): + def new_idx(): + return self.indexstore(host=self.host, index_file=self.index_file, cache=False) + self.assert_index(new_idx().load()) + self.assert_index(new_idx().load(force=True)) + + N = np.random.randint(1, 100+1) + idx = new_idx().load(nrows=N) + self.assert_index(idx) + assert idx.index.shape[0] == N + # Since no search was triggered: + assert idx.N_FILES == idx.N_RECORDS + + with pytest.raises(OptionValueError): + idx = self.indexstore(host=self.host, index_file="ar_greylist.txt", cache=False) + + @pytest.mark.parametrize("a_search", search_scenarios, indirect=True, ids=search_scenarios_ids) + def test_search(self, mocked_httpserver, a_search): + self.assert_search(a_search, cacheable=False) + + def test_to_dataframe_index(self): + idx = self.new_idx() + assert isinstance(idx.to_dataframe(), pd.core.frame.DataFrame) + + df = idx.to_dataframe(index=True) + assert df.shape[0] == idx.N_RECORDS + + df = idx.to_dataframe() + assert df.shape[0] == idx.N_RECORDS + + N = np.random.randint(1, 20+1) + df = idx.to_dataframe(index=True, nrows=N) + assert df.shape[0] == N + + def test_to_dataframe_search(self): + idx = self.new_idx() + wmo = [s['wmo'] for s in VALID_SEARCHES if 'wmo' in s.keys()][0] + idx = idx.search_wmo(wmo) + + df = idx.to_dataframe() + assert isinstance(df, pd.core.frame.DataFrame) + assert df.shape[0] == idx.N_MATCH + + N = np.random.randint(1,10+1) + df = idx.to_dataframe(nrows=N) + assert df.shape[0] == N + + def test_caching_index(self): + idx = self.new_idx(cache=True) + self.assert_index(idx, cacheable=True) + + def test_caching_search(self): + idx = self.new_idx(cache=True) + wmo = [s['wmo'] for s in VALID_SEARCHES if 'wmo' in s.keys()][0] + idx.search_wmo(wmo) + self.assert_search(idx, cacheable=True) + + def test_read_wmo(self): + wmo = [s['wmo'] for s in VALID_SEARCHES if 'wmo' in s.keys()][0] + idx = self.new_idx().search_wmo(wmo) + assert len(idx.read_wmo()) == len(wmo) + + def test_records_per_wmo(self): + wmo = [s['wmo'] for s in VALID_SEARCHES if 'wmo' in s.keys()][0] + idx = self.new_idx().search_wmo(wmo) + C = idx.records_per_wmo() + for w in C: + assert str(C[w]).isdigit() + + def test_to_indexfile(self): + # Create a store and make a simple float search: + idx0 = self.new_idx() + wmo = [s['wmo'] for s in VALID_SEARCHES if 'wmo' in s.keys()][0] + idx0 = idx0.search_wmo(wmo) + + # Then save this search as a new Argo index file: + tf = tempfile.NamedTemporaryFile(delete=False) + new_indexfile = idx0.to_indexfile(tf.name) + + # Finally try to load the new index file, like it was an official one: + idx = self.new_idx(host=os.path.dirname(new_indexfile), + index_file=os.path.basename(new_indexfile), + convention=idx0.convention) + self.assert_index(idx.load()) + + # Cleanup + tf.close() + + +@skip_this +class Test_IndexStore_pandas_CORE(IndexStore_test_proto): + indexstore = indexstore_pandas + index_file = "ar_index_global_prof.txt" + + +@skip_this +@skip_pyarrow +class Test_IndexStore_pyarrow_CORE(IndexStore_test_proto): + from argopy.stores.argo_index_pa import indexstore_pyarrow + indexstore = indexstore_pyarrow + index_file = "ar_index_global_prof.txt" + + +@skip_this +class Test_IndexStore_pandas_BGC(IndexStore_test_proto): + indexstore = indexstore_pandas + index_file = "argo_bio-profile_index.txt" + + +@skip_this +@skip_pyarrow +class Test_IndexStore_pyarrow_BGC(IndexStore_test_proto): + from argopy.stores.argo_index_pa import indexstore_pyarrow + indexstore = indexstore_pyarrow + index_file = "argo_bio-profile_index.txt" diff --git a/argopy/utilities.py b/argopy/utilities.py index ce9c1856..6bb62869 100644 --- a/argopy/utilities.py +++ b/argopy/utilities.py @@ -1504,6 +1504,16 @@ def is_list_equal(lst1, lst2): ) +def to_list(obj): + """Make sure that an expected list is indeed a list""" + if not isinstance(obj, list): + if isinstance(obj, np.ndarray): + obj = list(obj) + else: + obj = [obj] + return obj + + def check_wmo(lst, errors="raise"): """ Validate a WMO option and returned it as a list of integers @@ -1521,11 +1531,7 @@ def check_wmo(lst, errors="raise"): is_wmo(lst, errors=errors) # Make sure we deal with a list - if not isinstance(lst, list): - if isinstance(lst, np.ndarray): - lst = list(lst) - else: - lst = [lst] + lst = to_list(lst) # Then cast list elements as integers return [abs(int(x)) for x in lst] @@ -1548,11 +1554,7 @@ def is_wmo(lst, errors="raise"): # noqa: C901 """ # Make sure we deal with a list - if not isinstance(lst, list): - if isinstance(lst, np.ndarray): - lst = list(lst) - else: - lst = [lst] + lst = to_list(lst) # Error message: # msg = "WMO must be an integer or an iterable with elements that can be casted as integers" @@ -1604,11 +1606,7 @@ def check_cyc(lst, errors="raise"): is_cyc(lst, errors=errors) # Make sure we deal with a list - if not isinstance(lst, list): - if isinstance(lst, np.ndarray): - lst = list(lst) - else: - lst = [lst] + lst = to_list(lst) # Then cast list elements as integers return [abs(int(x)) for x in lst] @@ -1628,11 +1626,7 @@ def is_cyc(lst, errors="raise"): # noqa: C901 True if cyc is indeed a list of integers """ # Make sure we deal with a list - if not isinstance(lst, list): - if isinstance(lst, np.ndarray): - lst = list(lst) - else: - lst = [lst] + lst = to_list(lst) # Error message: msg = "CYC must be a single or a list of at most 4 digit positive numbers. Invalid: '{}'".format From 12aae3b4b44fdcddabeff6e4ea907f0ae36eb4cb Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Tue, 2 May 2023 14:46:47 +0200 Subject: [PATCH 14/16] Update test_stores_index.py - add tests for new read_params - nicer skip than xfail for search_params with core index file --- argopy/tests/test_stores_index.py | 23 +++++++++++++++++++---- 1 file changed, 19 insertions(+), 4 deletions(-) diff --git a/argopy/tests/test_stores_index.py b/argopy/tests/test_stores_index.py index d83f2aa4..8b7b7f77 100644 --- a/argopy/tests/test_stores_index.py +++ b/argopy/tests/test_stores_index.py @@ -179,7 +179,10 @@ def core(fargs, apts): if "lat_lon_tim" in apts: idx.search_lat_lon_tim(apts['lat_lon_tim']) if "params" in apts: - idx.search_params(apts['params']) + if np.any([key in idx.convention_title for key in ["Bio", "Synthtetic"]]): + idx.search_params(apts['params']) + else: + pytest.skip("For BGC index only") except: if xfail: pytest.xfail(reason) @@ -279,10 +282,8 @@ def a_search(self, request): """ Fixture to create a FTP fetcher for a given host and access point """ host = request.param[0] srch = request.param[1] - xfail = self.index_file == 'ar_index_global_prof.txt' and 'params' in srch - reason = "'params' search only available to BGC profile index" if xfail else '?' # log.debug("a_search: %s, %s, %s" % (self.index_file, srch, xfail)) - yield run_a_search(self.new_idx, {'host': host, 'cache': True}, srch, xfail=xfail, reason=reason) + yield run_a_search(self.new_idx, {'host': host, 'cache': True}, srch) def assert_index(self, this_idx, cacheable=False): assert hasattr(this_idx, 'index') @@ -378,6 +379,16 @@ def test_read_wmo(self): idx = self.new_idx().search_wmo(wmo) assert len(idx.read_wmo()) == len(wmo) + @pytest.mark.parametrize("index", [False, True], indirect=False, ids=["index=%s" % i for i in [False, True]]) + def test_read_params(self, index): + if self.network == 'bgc': + wmo = [s['wmo'] for s in VALID_SEARCHES if 'wmo' in s.keys()][0] + idx = self.new_idx().search_wmo(wmo) + params = idx.read_params(index=index) + assert is_list_of_strings(params) + else: + pytest.skip("For BGC index only") + def test_records_per_wmo(self): wmo = [s['wmo'] for s in VALID_SEARCHES if 'wmo' in s.keys()][0] idx = self.new_idx().search_wmo(wmo) @@ -407,6 +418,7 @@ def test_to_indexfile(self): @skip_this class Test_IndexStore_pandas_CORE(IndexStore_test_proto): + network = "core" indexstore = indexstore_pandas index_file = "ar_index_global_prof.txt" @@ -414,6 +426,7 @@ class Test_IndexStore_pandas_CORE(IndexStore_test_proto): @skip_this @skip_pyarrow class Test_IndexStore_pyarrow_CORE(IndexStore_test_proto): + network = "core" from argopy.stores.argo_index_pa import indexstore_pyarrow indexstore = indexstore_pyarrow index_file = "ar_index_global_prof.txt" @@ -421,6 +434,7 @@ class Test_IndexStore_pyarrow_CORE(IndexStore_test_proto): @skip_this class Test_IndexStore_pandas_BGC(IndexStore_test_proto): + network = "bgc" indexstore = indexstore_pandas index_file = "argo_bio-profile_index.txt" @@ -428,6 +442,7 @@ class Test_IndexStore_pandas_BGC(IndexStore_test_proto): @skip_this @skip_pyarrow class Test_IndexStore_pyarrow_BGC(IndexStore_test_proto): + network = "bgc" from argopy.stores.argo_index_pa import indexstore_pyarrow indexstore = indexstore_pyarrow index_file = "argo_bio-profile_index.txt" From 35e55d59f39129c7c49a8b8bedeb915f41f03c8d Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Tue, 2 May 2023 14:56:06 +0200 Subject: [PATCH 15/16] Update filesystems.py --- argopy/stores/filesystems.py | 34 +++++++++++++++++++--------------- 1 file changed, 19 insertions(+), 15 deletions(-) diff --git a/argopy/stores/filesystems.py b/argopy/stores/filesystems.py index d8f07118..6e7649be 100644 --- a/argopy/stores/filesystems.py +++ b/argopy/stores/filesystems.py @@ -43,7 +43,10 @@ def tqdm(fct, **kw): has_distributed = False -def new_fs(protocol: str = '', cache: bool = False, cachedir: str = OPTIONS['cachedir'], **kwargs): +def new_fs(protocol: str = '', + cache: bool = False, + cachedir: str = OPTIONS['cachedir'], + **kwargs): """ Create a new fsspec file system Parameters @@ -57,32 +60,35 @@ def new_fs(protocol: str = '', cache: bool = False, cachedir: str = OPTIONS['cac Other arguments passed to :class:`fsspec.filesystem` """ - default_filesystem_kwargs = {'simple_links': True, "block_size": 0} + # Load default FSSPEC kwargs: + default_fsspec_kwargs = {'simple_links': True, "block_size": 0} if protocol == 'http': - default_filesystem_kwargs = {**default_filesystem_kwargs, + default_fsspec_kwargs = {**default_fsspec_kwargs, **{"client_kwargs": {"trust_env": OPTIONS['trust_env']}}} elif protocol == 'ftp': - default_filesystem_kwargs = {**default_filesystem_kwargs, + default_fsspec_kwargs = {**default_fsspec_kwargs, **{"block_size": 1000 * (2 ** 20)}} - filesystem_kwargs = {**default_filesystem_kwargs, **kwargs} + # Merge default with user arguments: + fsspec_kwargs = {**default_fsspec_kwargs, **kwargs} + # Create filesystem: if not cache: - fs = fsspec.filesystem(protocol, **filesystem_kwargs) + fs = fsspec.filesystem(protocol, **fsspec_kwargs) cache_registry = None log_msg = "Opening a fsspec [file] system for '%s' protocol with options: %s" % \ - (protocol, str(filesystem_kwargs)) + (protocol, str(fsspec_kwargs)) else: # https://filesystem-spec.readthedocs.io/en/latest/_modules/fsspec/implementations/cached.html#WholeFileCacheFileSystem fs = fsspec.filesystem("filecache", target_protocol=protocol, - target_options={**filesystem_kwargs}, + target_options={**fsspec_kwargs}, cache_storage=cachedir, expiry_time=86400, cache_check=10) # We use a refresh rate for cache of 1 day, # since this is the update frequency of the Ifremer erddap cache_registry = Registry(name='Cache') # Will hold uri cached by this store instance log_msg = "Opening a fsspec [filecache, storage='%s'] system for '%s' protocol with options: %s" % \ - (cachedir, protocol, str(filesystem_kwargs)) + (cachedir, protocol, str(fsspec_kwargs)) if protocol == 'file' and os.path.sep != fs.sep: # For some reasons (see https://github.com/fsspec/filesystem_spec/issues/937), the property fs.sep is @@ -99,8 +105,6 @@ def new_fs(protocol: str = '', cache: bool = False, cachedir: str = OPTIONS['cac return fs, cache_registry - - class argo_store_proto(ABC): """ Argo Abstract File System @@ -127,11 +131,11 @@ def __init__(self, """ self.cache = cache self.cachedir = OPTIONS['cachedir'] if cachedir == '' else cachedir - self._filesystem_kwargs = {**kwargs} + self._fsspec_kwargs = {**kwargs} self.fs, self.cache_registry = new_fs(self.protocol, self.cache, self.cachedir, - **self._filesystem_kwargs) + **self._fsspec_kwargs) def open(self, path, *args, **kwargs): self.register(path) @@ -1163,8 +1167,8 @@ def __init__(self, if "password" in self._login_payload and self._login_payload['password'] is None: self._login_payload['password'] = OPTIONS['password'] - filesystem_kwargs = {**kwargs, **{"get_client": self.get_auth_client}} - super().__init__(cache=cache, cachedir=cachedir, **filesystem_kwargs) + fsspec_kwargs = {**kwargs, **{"get_client": self.get_auth_client}} + super().__init__(cache=cache, cachedir=cachedir, **fsspec_kwargs) if auto: assert isinstance(self.connect(), bool) From ebb41db8dee0eaa9dd9998a01712d007bc84764d Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Tue, 2 May 2023 15:01:45 +0200 Subject: [PATCH 16/16] New 'cache_expiration' option --- argopy/options.py | 11 ++++++++--- argopy/stores/filesystems.py | 3 ++- docs/whats-new.rst | 2 ++ 3 files changed, 12 insertions(+), 4 deletions(-) diff --git a/argopy/options.py b/argopy/options.py index d7127359..17390a75 100644 --- a/argopy/options.py +++ b/argopy/options.py @@ -22,7 +22,8 @@ FTP = "ftp" ERDDAP = 'erddap' DATASET = "dataset" -DATA_CACHE = "cachedir" +CACHE_FOLDER = "cachedir" +CACHE_EXPIRATION = "cache_expiration" USER_LEVEL = "mode" API_TIMEOUT = "api_timeout" TRUST_ENV = "trust_env" @@ -36,7 +37,8 @@ FTP: "https://data-argo.ifremer.fr", ERDDAP: "https://erddap.ifremer.fr/erddap", DATASET: "phy", - DATA_CACHE: os.path.expanduser(os.path.sep.join(["~", ".cache", "argopy"])), + CACHE_FOLDER: os.path.expanduser(os.path.sep.join(["~", ".cache", "argopy"])), + CACHE_EXPIRATION: 86400, USER_LEVEL: "standard", API_TIMEOUT: 60, TRUST_ENV: False, @@ -77,7 +79,8 @@ def validate_http(this_path): FTP: validate_ftp, ERDDAP: validate_http, DATASET: _DATASET_LIST.__contains__, - DATA_CACHE: os.path.exists, + CACHE_FOLDER: os.path.exists, + CACHE_EXPIRATION: lambda x: isinstance(x, int) and x > 0, USER_LEVEL: _USER_LEVEL_LIST.__contains__, API_TIMEOUT: lambda x: isinstance(x, int) and x > 0, TRUST_ENV: lambda x: isinstance(x, bool), @@ -102,6 +105,8 @@ class set_options: Default: None - ``cachedir``: Absolute path to a local cache directory. Default: ``~/.cache/argopy`` + - ``cache_expiration``: Expiration delay of cache files in seconds. + Default: 86400 - ``mode``: User mode. Default: ``standard``. Possible values: ``standard`` or ``expert``. diff --git a/argopy/stores/filesystems.py b/argopy/stores/filesystems.py index 6e7649be..cf82f321 100644 --- a/argopy/stores/filesystems.py +++ b/argopy/stores/filesystems.py @@ -46,6 +46,7 @@ def tqdm(fct, **kw): def new_fs(protocol: str = '', cache: bool = False, cachedir: str = OPTIONS['cachedir'], + cache_expiration: int = OPTIONS['cache_expiration'], **kwargs): """ Create a new fsspec file system @@ -83,7 +84,7 @@ def new_fs(protocol: str = '', target_protocol=protocol, target_options={**fsspec_kwargs}, cache_storage=cachedir, - expiry_time=86400, cache_check=10) + expiry_time=cache_expiration, cache_check=10) # We use a refresh rate for cache of 1 day, # since this is the update frequency of the Ifremer erddap cache_registry = Registry(name='Cache') # Will hold uri cached by this store instance diff --git a/docs/whats-new.rst b/docs/whats-new.rst index 20558d97..2f319552 100644 --- a/docs/whats-new.rst +++ b/docs/whats-new.rst @@ -46,6 +46,8 @@ v0.1.14 (XX Xxx. 2023) idx = indexstore(index_file="argo_bio-profile_index.txt").load() idx.search_params(['C1PHASE_DOXY', 'DOWNWELLING_PAR']) +- New option to control the expiration time of cache file ``cache_expiration``. + **Internals** - Use a mocked server for all http and GDAC ftp requests in CI tests (:pr:`249`, :pr:`252`, :pr:`255`) by `G. Maze `_

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