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-rw-r--r--backend/hist_data/gen_disp_data.py80
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
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+++ b/backend/hist_data/gen_disp_data.py
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+#!/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)