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Diffstat (limited to 'backend/hist_data/gen_disp_data.py')
| -rw-r--r-- | backend/hist_data/gen_disp_data.py | 80 |
1 files changed, 80 insertions, 0 deletions
diff --git a/backend/hist_data/gen_disp_data.py b/backend/hist_data/gen_disp_data.py new file mode 100644 index 0000000..e425efc --- /dev/null +++ b/backend/hist_data/gen_disp_data.py @@ -0,0 +1,80 @@ +#!/usr/bin/python3 + +""" +Adds data about event distribution and displayability to the database. +""" + +# Enable unit testing code to, when running this script, resolve imports of modules within this directory +import os, sys +parentDir = os.path.dirname(os.path.realpath(__file__)) +sys.path.append(parentDir) + +import sqlite3 +from cal import gregorianToJdn, jdnToGregorian + +MONTH_SCALE = -1; +DAY_SCALE = -2; +SCALES: list[int] = [int(x) for x in [1e9, 1e8, 1e7, 1e6, 1e5, 1e4, 1e3, 100, 10, 1, MONTH_SCALE, DAY_SCALE]]; +MAX_DISPLAYED_PER_UNIT = 4 +# +DB_FILE = 'data.db' + +def genData(dbFile: str, scales: list[int], maxDisplayedPerUnit: int) -> None: + dbCon = sqlite3.connect(dbFile) + dbCur = dbCon.cursor() + # + print('Reading through events') + scaleUnitToCounts: dict[tuple[int, int], list[int]] = {} + # Maps scale and unit to two counts (num events in that unit, num events displayable for that unit) + # Only includes events with popularity values + idScales: set[tuple[int, int]] = set() # Maps event ids to scales they are displayable on + iterNum = 0 + query = 'SELECT events.id, start, fmt FROM events INNER JOIN pop ON events.id = pop.id ORDER BY pop.pop DESC' + for eventId, eventStart, fmt in dbCur.execute(query): + iterNum += 1 + if iterNum % 1e3 == 0: + print(f'At iteration {iterNum}') + # For each scale + for scale in scales: + # Get unit + unit: int + if scale >= 1: + unit = (eventStart if fmt == 0 else jdnToGregorian(eventStart)[0]) // scale + elif scale == MONTH_SCALE: + if fmt == 0: + unit = gregorianToJdn(eventStart, 1, 1) + else: + year, month, day = jdnToGregorian(eventStart) + unit = eventStart if day == 1 else gregorianToJdn(year, month, 1) + else: # scale == DAY_SCALE + unit = eventStart if fmt != 0 else gregorianToJdn(eventStart, 1, 1) + # Update maps + counts: list[int] + if (scale, unit) in scaleUnitToCounts: + counts = scaleUnitToCounts[(scale, unit)] + counts[0] += 1 + else: + counts = [1, 0] + if counts[1] < maxDisplayedPerUnit: + counts[1] += 1 + idScales.add((eventId, scale)) + scaleUnitToCounts[(scale, unit)] = counts + # + print('Writing to db') + dbCur.execute('CREATE TABLE dist (scale INT, unit INT, count INT, PRIMARY KEY (scale, unit))') + for (scale, unit), (count, _) in scaleUnitToCounts.items(): + dbCur.execute('INSERT INTO dist VALUES (?, ?, ?)', (scale, unit, count)) + dbCur.execute('CREATE TABLE event_disp (id INT, scale INT, PRIMARY KEY (id, scale))') + for eventId, scale in idScales: + dbCur.execute('INSERT INTO event_disp VALUES (?, ?)', (eventId, scale)) + # + print('Closing db') + dbCon.commit() + dbCon.close() + +if __name__ == '__main__': + import argparse + parser = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter) + args = parser.parse_args() + # + genData(DB_FILE, SCALES, MAX_DISPLAYED_PER_UNIT) |
