def _summary_from_row(res):
timeline_dataset_counts = (Counter(
dict(
zip(res["timeline_dataset_start_days"],
res["timeline_dataset_counts"])))
if res["timeline_dataset_start_days"] else None)
region_dataset_counts = (Counter(
dict(zip(res["regions"], res["region_dataset_counts"])))
if res["regions"] else None)
return TimePeriodOverview(
dataset_count=res["dataset_count"],
# : Counter
timeline_dataset_counts=timeline_dataset_counts,
region_dataset_counts=region_dataset_counts,
timeline_period=res["timeline_period"],
# : Range
time_range=Range(res["time_earliest"], res["time_latest"])
if res["time_earliest"] else None,
# shapely.geometry.base.BaseGeometry
footprint_geometry=(None if res["footprint_geometry"] is None else
geo_shape.to_shape(res["footprint_geometry"])),
footprint_crs=(None if res["footprint_geometry"] is None
or res["footprint_geometry"].srid == -1 else
"EPSG:{}".format(res["footprint_geometry"].srid)),
size_bytes=res["size_bytes"],
footprint_count=res["footprint_count"],
# The most newly created dataset
newest_dataset_creation_time=res["newest_dataset_creation_time"],
# When this summary was last generated
summary_gen_time=res["generation_time"],
crses=set(res["crses"]) if res["crses"] is not None else None,
)
def _summary_from_row(res):
timeline_dataset_counts = Counter(
dict(
zip(res['timeline_dataset_start_days'],
res['timeline_dataset_counts']))
) if res['timeline_dataset_start_days'] else None
region_dataset_counts = Counter(
dict(zip(res['regions'],
res['region_dataset_counts']))) if res['regions'] else None
return TimePeriodOverview(
dataset_count=res['dataset_count'],
# : Counter
timeline_dataset_counts=timeline_dataset_counts,
region_dataset_counts=region_dataset_counts,
timeline_period=res['timeline_period'],
# : Range
time_range=Range(res['time_earliest'], res['time_latest'])
if res['time_earliest'] else None,
# shapely.geometry.base.BaseGeometry
footprint_geometry=(None if res['footprint_geometry'] is None else
geo_shape.to_shape(res['footprint_geometry'])),
footprint_crs=(None if res['footprint_geometry'] is None
or res['footprint_geometry'].srid == -1 else
'EPSG:{}'.format(res['footprint_geometry'].srid)),
size_bytes=res['size_bytes'],
footprint_count=res['footprint_count'],
# The most newly created dataset
newest_dataset_creation_time=res['newest_dataset_creation_time'],
# When this summary was last generated
summary_gen_time=res['generation_time'],
crses=set(res['crses']) if res['crses'] is not None else None,
)
def _overview(
product_name: str = "test_product",
year: int = None,
month: int = None,
day: int = None,
):
orig = TimePeriodOverview(
product_name=product_name,
year=year,
month=month,
day=day,
dataset_count=4,
timeline_dataset_counts=Counter([
datetime(2017, 1, 2, tzinfo=tz.tzutc()),
datetime(2017, 1, 3, tzinfo=tz.tzutc()),
datetime(2017, 1, 3, tzinfo=tz.tzutc()),
datetime(2017, 1, 1, tzinfo=tz.tzutc()),
]),
region_dataset_counts=Counter(["1_2", "1_2", "3_4", "4_5"]),
timeline_period="day",
time_range=Range(
datetime(2017, 1, 2, tzinfo=tz.tzutc()),
datetime(2017, 2, 3, tzinfo=tz.tzutc()),
),
footprint_geometry=geo.Polygon([
# ll:
(-29.882_024, 113.105_949),
# lr:
(-29.930_607, 115.464_187),
# ur:
(-27.849_244, 115.494_523),
# ul
(-27.804_641, 113.18267),
]),
footprint_crs="EPSG:3577",
footprint_count=3,
newest_dataset_creation_time=datetime(2018,
1,
1,
1,
1,
1,
tzinfo=tz.tzutc()),
crses={"epsg:1234"},
size_bytes=123_400_000,
product_refresh_time=datetime(2018, 2, 3, 1, 1, 1, tzinfo=tz.tzutc()),
)
return orig
def _overview():
orig = TimePeriodOverview(
dataset_count=4,
timeline_dataset_counts=Counter([
datetime(2017, 1, 2, tzinfo=tz.tzutc()),
datetime(2017, 1, 3, tzinfo=tz.tzutc()),
datetime(2017, 1, 3, tzinfo=tz.tzutc()),
datetime(2017, 1, 1, tzinfo=tz.tzutc())
]),
region_dataset_counts=Counter([
"1_2",
"1_2",
"3_4",
"4_5",
]),
timeline_period='day',
time_range=Range(datetime(2017, 1, 2, tzinfo=tz.tzutc()),
datetime(2017, 2, 3, tzinfo=tz.tzutc())),
footprint_geometry=geo.Polygon([
# ll:
(-29.882024, 113.105949),
# lr:
(-29.930607, 115.464187),
# ur:
(-27.849244, 115.494523),
# ul
(-27.804641, 113.18267),
]),
footprint_crs='EPSG:3577',
footprint_count=3,
newest_dataset_creation_time=datetime(2018,
1,
1,
1,
1,
1,
tzinfo=tz.tzutc()),
crses={'epsg:1234'},
size_bytes=123_400_000,
)
return orig
wofs_time_summary = TimePeriodOverview(
product_name="wofs_summary",
year=None,
month=None,
day=None,
dataset_count=1244,
timeline_dataset_counts=Counter(
{
datetime(
1970, 1, 1, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 1244,
datetime(
1970, 1, 2, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 3, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 4, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 5, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 6, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 7, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 8, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 9, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 10, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 11, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 12, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 13, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 14, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 15, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 16, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 17, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 18, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 19, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 20, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 21, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 22, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 23, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 24, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 25, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 26, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 27, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 28, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 29, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 30, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
datetime(
1970, 1, 31, 0, 0, tzinfo=FixedOffsetTimezone(offset=600, name=None)
): 0,
}
),
region_dataset_counts=Counter(
{
"-10_-11": 1,
"-10_-12": 1,
"-10_-13": 1,
"-10_-14": 1,
"-10_-15": 1,
"-10_-16": 1,
"-10_-17": 1,
"-10_-18": 1,
"-10_-19": 1,
"-10_-20": 1,
"-10_-21": 1,
"-10_-22": 1,
"-10_-23": 1,
"-10_-24": 1,
"-10_-25": 1,
"-10_-26": 1,
"-10_-27": 1,
"-10_-28": 1,
"-10_-29": 1,
"-10_-30": 1,
"-10_-31": 1,
"-10_-32": 1,
"-10_-33": 1,
"-10_-34": 1,
"-10_-35": 1,
"-10_-36": 1,
"-10_-37": 1,
"-10_-38": 1,
"-10_-39": 1,
"-10_-40": 1,
"-11_-11": 1,
"-11_-12": 1,
"-11_-13": 1,
"-11_-14": 1,
"-11_-15": 1,
"-11_-16": 1,
"-11_-17": 1,
"-11_-18": 1,
"-11_-19": 1,
"-11_-20": 1,
"-11_-21": 1,
"-11_-22": 1,
"-11_-23": 1,
"-11_-24": 1,
"-11_-25": 1,
"-11_-26": 1,
"-11_-27": 1,
"-11_-28": 1,
"-11_-29": 1,
"-11_-30": 1,
"-11_-31": 1,
"-11_-32": 1,
"-11_-33": 1,
"-11_-34": 1,
"-11_-35": 1,
"-11_-36": 1,
"-11_-37": 1,
"-11_-38": 1,
"-11_-39": 1,
"-11_-40": 1,
"-12_-11": 1,
"-12_-12": 1,
"-12_-13": 1,
"-12_-14": 1,
"-12_-15": 1,
"-12_-16": 1,
"-12_-17": 1,
"-12_-18": 1,
"-12_-19": 1,
"-12_-20": 1,
"-12_-21": 1,
"-12_-22": 1,
"-12_-23": 1,
"-12_-24": 1,
"-12_-25": 1,
"-12_-26": 1,
"-12_-27": 1,
"-12_-28": 1,
"-12_-29": 1,
"-12_-30": 1,
"-12_-31": 1,
"-12_-32": 1,
"-12_-33": 1,
"-12_-34": 1,
"-12_-35": 1,
"-12_-36": 1,
"-12_-37": 1,
"-12_-38": 1,
"-12_-39": 1,
"-12_-40": 1,
"-12_-41": 1,
"-12_-42": 1,
"-13_-11": 1,
"-13_-12": 1,
"-13_-13": 1,
"-13_-14": 1,
"-13_-15": 1,
"-13_-16": 1,
"-13_-17": 1,
"-13_-19": 1,
"-13_-20": 1,
"-13_-21": 1,
"-13_-22": 1,
"-13_-23": 1,
"-13_-24": 1,
"-13_-25": 1,
"-13_-26": 1,
"-13_-27": 1,
"-13_-28": 1,
"-13_-29": 1,
"-13_-30": 1,
"-13_-31": 1,
"-13_-32": 1,
"-13_-33": 1,
"-13_-34": 1,
"-13_-35": 1,
"-13_-36": 1,
"-13_-37": 1,
"-13_-38": 1,
"-13_-39": 1,
"-13_-40": 1,
"-13_-41": 1,
"-13_-42": 1,
"-14_-12": 1,
"-14_-13": 1,
"-14_-15": 1,
"-14_-16": 1,
"-14_-17": 1,
"-14_-18": 1,
"-14_-19": 1,
"-14_-20": 1,
"-14_-21": 1,
"-14_-22": 1,
"-14_-23": 1,
"-14_-24": 1,
"-14_-25": 1,
"-14_-26": 1,
"-14_-27": 1,
"-14_-28": 1,
"-14_-29": 1,
"-14_-30": 1,
"-14_-31": 1,
"-14_-32": 1,
"-14_-33": 1,
"-14_-34": 1,
"-14_-35": 1,
"-14_-36": 1,
"-14_-37": 1,
"-14_-38": 1,
"-14_-39": 1,
"-14_-40": 1,
"-14_-41": 1,
"-15_-12": 1,
"-15_-13": 1,
"-15_-19": 1,
"-15_-20": 1,
"-15_-21": 1,
"-15_-22": 1,
"-15_-23": 1,
"-15_-24": 1,
"-15_-25": 1,
"-15_-26": 1,
"-15_-27": 1,
"-15_-28": 1,
"-15_-29": 1,
"-15_-30": 1,
"-15_-31": 1,
"-15_-32": 1,
"-15_-33": 1,
"-15_-34": 1,
"-15_-35": 1,
"-15_-36": 1,
"-15_-37": 1,
"-15_-38": 1,
"-15_-39": 1,
"-15_-40": 1,
"-16_-12": 1,
"-16_-13": 1,
"-16_-19": 1,
"-16_-20": 1,
"-16_-21": 1,
"-16_-22": 1,
"-16_-23": 1,
"-16_-24": 1,
"-16_-25": 1,
"-16_-26": 1,
"-16_-27": 1,
"-16_-28": 1,
"-16_-29": 1,
"-16_-30": 1,
"-16_-31": 1,
"-16_-32": 1,
"-16_-33": 1,
"-16_-34": 1,
"-16_-35": 1,
"-16_-36": 1,
"-16_-37": 1,
"-16_-38": 1,
"-16_-39": 1,
"-16_-40": 1,
"-17_-12": 1,
"-17_-13": 1,
"-17_-22": 1,
"-17_-23": 1,
"-17_-24": 1,
"-17_-25": 1,
"-17_-26": 1,
"-17_-27": 1,
"-17_-28": 1,
"-17_-29": 1,
"-17_-30": 1,
"-17_-31": 1,
"-17_-32": 1,
"-17_-33": 1,
"-17_-34": 1,
"-17_-35": 1,
"-17_-36": 1,
"-17_-37": 1,
"-17_-38": 1,
"-17_-39": 1,
"-17_-40": 1,
"-18_-22": 1,
"-18_-23": 1,
"-18_-24": 1,
"-18_-25": 1,
"-18_-26": 1,
"-18_-27": 1,
"-18_-28": 1,
"-18_-29": 1,
"-18_-30": 1,
"-18_-31": 1,
"-18_-32": 1,
"-18_-33": 1,
"-18_-34": 1,
"-18_-35": 1,
"-18_-36": 1,
"-18_-37": 1,
"-18_-38": 1,
"-18_-39": 1,
"-18_-40": 1,
"-19_-22": 1,
"-19_-23": 1,
"-19_-24": 1,
"-19_-25": 1,
"-19_-26": 1,
"-19_-27": 1,
"-19_-28": 1,
"-19_-29": 1,
"-19_-30": 1,
"-19_-31": 1,
"-19_-32": 1,
"-19_-33": 1,
"-19_-34": 1,
"-19_-35": 1,
"-1_-11": 1,
"-1_-12": 1,
"-1_-13": 1,
"-1_-14": 1,
"-1_-15": 1,
"-1_-16": 1,
"-1_-17": 1,
"-1_-18": 1,
"-1_-19": 1,
"-1_-20": 1,
"-1_-21": 1,
"-1_-22": 1,
"-1_-23": 1,
"-1_-24": 1,
"-1_-25": 1,
"-1_-26": 1,
"-1_-27": 1,
"-1_-28": 1,
"-1_-29": 1,
"-1_-30": 1,
"-1_-31": 1,
"-1_-32": 1,
"-1_-33": 1,
"-1_-34": 1,
"-1_-35": 1,
"-1_-36": 1,
"-1_-37": 1,
"-20_-24": 1,
"-20_-25": 1,
"-20_-26": 1,
"-20_-27": 1,
"-20_-28": 1,
"-2_-11": 1,
"-2_-12": 1,
"-2_-13": 1,
"-2_-14": 1,
"-2_-15": 1,
"-2_-16": 1,
"-2_-17": 1,
"-2_-18": 1,
"-2_-19": 1,
"-2_-20": 1,
"-2_-21": 1,
"-2_-22": 1,
"-2_-23": 1,
"-2_-24": 1,
"-2_-25": 1,
"-2_-26": 1,
"-2_-27": 1,
"-2_-28": 1,
"-2_-29": 1,
"-2_-30": 1,
"-2_-31": 1,
"-2_-32": 1,
"-2_-33": 1,
"-2_-34": 1,
"-2_-35": 1,
"-2_-36": 1,
"-3_-11": 1,
"-3_-12": 1,
"-3_-13": 1,
"-3_-14": 1,
"-3_-15": 1,
"-3_-16": 1,
"-3_-17": 1,
"-3_-18": 1,
"-3_-19": 1,
"-3_-20": 1,
"-3_-21": 1,
"-3_-22": 1,
"-3_-23": 1,
"-3_-24": 1,
"-3_-25": 1,
"-3_-26": 1,
"-3_-27": 1,
"-3_-28": 1,
"-3_-29": 1,
"-3_-30": 1,
"-3_-31": 1,
"-3_-32": 1,
"-3_-33": 1,
"-3_-34": 1,
"-3_-35": 1,
"-3_-36": 1,
"-4_-14": 1,
"-4_-15": 1,
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"-4_-17": 1,
"-4_-18": 1,
"-4_-19": 1,
"-4_-20": 1,
"-4_-21": 1,
"-4_-22": 1,
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"-4_-28": 1,
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"-4_-30": 1,
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"0_-16": 1,
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"0_-37": 1,
"0_-38": 1,
"0_-39": 1,
"10_-11": 1,
"10_-12": 1,
"10_-13": 1,
"10_-14": 1,
"10_-15": 1,
"10_-16": 1,
"10_-17": 1,
"10_-18": 1,
"10_-19": 1,
"10_-20": 1,
"10_-21": 1,
"10_-22": 1,
"10_-23": 1,
"10_-24": 1,
"10_-25": 1,
"10_-26": 1,
"10_-27": 1,
"10_-28": 1,
"10_-29": 1,
"10_-30": 1,
"10_-31": 1,
"10_-32": 1,
"10_-33": 1,
"10_-34": 1,
"10_-35": 1,
"10_-36": 1,
"10_-37": 1,
"10_-38": 1,
"10_-39": 1,
"10_-40": 1,
"10_-41": 1,
"10_-42": 1,
"10_-43": 1,
"10_-44": 1,
"10_-45": 1,
"10_-46": 1,
"10_-47": 1,
"10_-48": 1,
"10_-49": 1,
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),
timeline_period="day",
time_range=Range(
begin=datetime(
1970, 1, 1, 0, 30, tzinfo=FixedOffsetTimezone(offset=600, name=None)
),
end=datetime(
1970, 2, 1, 0, 30, tzinfo=FixedOffsetTimezone(offset=600, name=None)
),
),
footprint_geometry=(
shapely.wkt.load(
Path(__file__)
.parent.joinpath("data/wofs-summary-odd-footprint.wkt")
.open("r")
)
),
footprint_crs="EPSG:3577",
footprint_count=1244,
newest_dataset_creation_time=datetime(
def calculate_summary(self, product_name: str,
time: Range) -> TimePeriodOverview:
"""
Create a summary of the given product/time range.
"""
log = self.log.bind(product_name=product_name, time=time)
log.debug("summary.query")
begin_time, end_time, where_clause = self._where(product_name, time)
select_by_srid = (select((
func.ST_SRID(DATASET_SPATIAL.c.footprint).label("srid"),
func.count().label("dataset_count"),
func.ST_Transform(
func.ST_Union(DATASET_SPATIAL.c.footprint),
self._target_srid(),
type_=Geometry(),
).label("footprint_geometry"),
func.sum(DATASET_SPATIAL.c.size_bytes).label("size_bytes"),
func.max(DATASET_SPATIAL.c.creation_time).label(
"newest_dataset_creation_time"),
)).where(where_clause).group_by("srid").alias("srid_summaries"))
# Union all srid groups into one summary.
result = self._engine.execute(
select((
func.sum(
select_by_srid.c.dataset_count).label("dataset_count"),
func.array_agg(select_by_srid.c.srid).label("srids"),
func.sum(select_by_srid.c.size_bytes).label("size_bytes"),
func.ST_Union(
func.ST_Buffer(select_by_srid.c.footprint_geometry, 0),
type_=Geometry(srid=self._target_srid()),
).label("footprint_geometry"),
func.max(select_by_srid.c.newest_dataset_creation_time).label(
"newest_dataset_creation_time"),
func.now().label("summary_gen_time"),
)))
rows = result.fetchall()
log.debug("summary.query.done", srid_rows=len(rows))
assert len(rows) == 1
row = dict(rows[0])
row["dataset_count"] = int(
row["dataset_count"]) if row["dataset_count"] else 0
if row["footprint_geometry"] is not None:
row["footprint_crs"] = self._get_srid_name(
row["footprint_geometry"].srid)
row["footprint_geometry"] = geo_shape.to_shape(
row["footprint_geometry"])
else:
row["footprint_crs"] = None
row["crses"] = None
if row["srids"] is not None:
row["crses"] = {self._get_srid_name(s) for s in row["srids"]}
del row["srids"]
# Convert from Python Decimal
if row["size_bytes"] is not None:
row["size_bytes"] = int(row["size_bytes"])
has_data = row["dataset_count"] > 0
log.debug("counter.calc")
# Initialise all requested days as zero
day_counts = Counter({
d.date(): 0
for d in pd.date_range(begin_time, end_time, closed="left")
})
region_counts = Counter()
if has_data:
day_counts.update(
Counter({
day.date(): count
for day, count in self._engine.execute(
select([
func.date_trunc(
"day",
DATASET_SPATIAL.c.center_time.op(
"AT TIME ZONE")(self.grouping_time_zone),
).label("day"),
func.count(),
]).where(where_clause).group_by("day"))
}))
region_counts = Counter({
item: count
for item, count in self._engine.execute(
select([
DATASET_SPATIAL.c.region_code.label("region_code"),
func.count(),
]).where(where_clause).group_by("region_code"))
})
summary = TimePeriodOverview(
**row,
timeline_period="day",
time_range=Range(begin_time, end_time),
timeline_dataset_counts=day_counts,
region_dataset_counts=region_counts,
# TODO: filter invalid from the counts?
footprint_count=row["dataset_count"] or 0,
)
log.debug(
"summary.calc.done",
dataset_count=summary.dataset_count,
footprints_missing=summary.dataset_count - summary.footprint_count,
)
return summary