import os
from sql.mlb_database import MlbDatabase
from mine.rotowire import mine_pregame_stats
from mine.draft_kings import Draftkings
from datetime import date, timedelta, datetime
from email_service import send_email
import cProfile
os.chdir("/home/cameron/workspaces/MlbDatabase/mlb_scrape/Released/mlbscrape_python")
databaseSession = MlbDatabase().open_session()
try:
mine_pregame_stats()
Draftkings.save_daily_csv()
csv_dict = Draftkings.get_csv_dict()
Draftkings.update_salaries(databaseSession, csv_dict)
Draftkings.predict_daily_points(databaseSession, date.today())
optimal_lineup = Draftkings.get_optimal_lineup(databaseSession, date.today())
print optimal_lineup
send_email(optimal_lineup.__str__())
except Exception as e:
print e
send_email("The predictor generated an exception: {0}".format(e))
databaseSession.close()
def mine_yesterdays_results(database_session):
# Query the database for all hitter game entries from yesterday
hitter_entries = database_session.query(PregameHitterGameEntry).filter(PregameHitterGameEntry.game_date == (date.today() - timedelta(days=1)))
for pregame_hitter_entry in hitter_entries:
hitter_entry = database_session.query(HitterEntry).get(pregame_hitter_entry.rotowire_id)
try:
stat_row_dict = BaseballReference.get_yesterdays_hitting_game_log(hitter_entry.baseball_reference_id)
except BaseballReference.TableRowNotFound:
print "Player %s %s did not play yesterday. Deleting pregame entry %s %s" % (hitter_entry.first_name,
hitter_entry.last_name,
pregame_hitter_entry.game_date,
pregame_hitter_entry.opposing_team)
database_session.delete(pregame_hitter_entry)
database_session.commit()
continue
postgame_hitter_entry = PostgameHitterGameEntry()
postgame_hitter_entry.rotowire_id = hitter_entry.rotowire_id
postgame_hitter_entry.game_date = pregame_hitter_entry.game_date
postgame_hitter_entry.game_h = int(stat_row_dict["H"])
postgame_hitter_entry.game_bb = int(stat_row_dict["BB"])
postgame_hitter_entry.game_hbp = int(stat_row_dict["HBP"])
postgame_hitter_entry.game_r = int(stat_row_dict["R"])
postgame_hitter_entry.game_sb = int(stat_row_dict["SB"])
postgame_hitter_entry.game_hr = int(stat_row_dict["HR"])
postgame_hitter_entry.game_rbi = int(stat_row_dict["RBI"])
postgame_hitter_entry.game_2b = int(stat_row_dict["2B"])
postgame_hitter_entry.game_3b = int(stat_row_dict["3B"])
postgame_hitter_entry.game_1b = postgame_hitter_entry.game_h - postgame_hitter_entry.game_2b - \
postgame_hitter_entry.game_3b - postgame_hitter_entry.game_hr
postgame_hitter_entry.actual_draftkings_points = Draftkings.get_hitter_points(postgame_hitter_entry)
try:
database_session.add(postgame_hitter_entry)
database_session.commit()
except IntegrityError:
database_session.rollback()
print "Attempt to duplicate hitter postgame results: %s %s %s %s" % (hitter_entry.first_name,
hitter_entry.last_name,
hitter_entry.team,
pregame_hitter_entry.game_date)
# Query the database for all hitter game entries from yesterday
pitcher_entries = database_session.query(PregamePitcherGameEntry).filter(PregamePitcherGameEntry.game_date == (date.today() - timedelta(days=1)))
for pregame_pitcher_entry in pitcher_entries:
pitcher_entry = database_session.query(PitcherEntry).get(pregame_pitcher_entry.rotowire_id)
print "Mining yesterday for %s %s" % (pitcher_entry.first_name, pitcher_entry.last_name)
try:
stat_row_dict = BaseballReference.get_pitching_game_log(pitcher_entry.baseball_reference_id)
except BaseballReference.TableRowNotFound:
print "Player %s %s did not play yesterday. Deleting pregame entry %s %s" % (pitcher_entry.first_name,
pitcher_entry.last_name,
pregame_pitcher_entry.game_date,
pregame_pitcher_entry.opposing_team)
database_session.delete(pregame_pitcher_entry)
database_session.commit()
continue
postgame_pitcher_entry = PostgamePitcherGameEntry()
postgame_pitcher_entry.rotowire_id = pitcher_entry.rotowire_id
postgame_pitcher_entry.game_date = pregame_pitcher_entry.game_date
postgame_pitcher_entry.game_ip = float(stat_row_dict["IP"])
postgame_pitcher_entry.game_so = int(stat_row_dict["SO"])
if str(stat_row_dict["Dec"])[0] == "W":
postgame_pitcher_entry.game_wins = 1
postgame_pitcher_entry.game_er = int(stat_row_dict["ER"])
postgame_pitcher_entry.game_er = int(stat_row_dict["ER"])
postgame_pitcher_entry.game_h = int(stat_row_dict["H"])
postgame_pitcher_entry.game_bb = int(stat_row_dict["BB"])
postgame_pitcher_entry.game_hbp = int(stat_row_dict["HBP"])
if stat_row_dict["Inngs"] == "CG":
postgame_pitcher_entry.game_cg = 1
if stat_row_dict["Inngs"] == "SHO":
postgame_pitcher_entry.game_cgso = 1
if postgame_pitcher_entry.game_cg == 1 and postgame_pitcher_entry.game_h == 0:
postgame_pitcher_entry.game_no_hitter = 1
postgame_pitcher_entry.actual_draftkings_points = Draftkings.get_pitcher_points(postgame_pitcher_entry)
try:
database_session.add(postgame_pitcher_entry)
database_session.commit()
except IntegrityError:
database_session.rollback()
print "Attempt to duplicate pitcher postgame results: %s %s %s %s" % (pitcher_entry.first_name,
pitcher_entry.last_name,
pregame_pitcher_entry.opposing_team,
postgame_pitcher_entry.game_date)
def mine_yesterdays_results(database_session):
# Query the database for all hitter game entries from yesterday
hitter_entries = database_session.query(PregameHitterGameEntry).filter(
PregameHitterGameEntry.game_date == (date.today() - timedelta(days=1)))
for pregame_hitter_entry in hitter_entries:
hitter_entry = database_session.query(HitterEntry).get(
pregame_hitter_entry.rotowire_id)
try:
stat_row_dict = BaseballReference.get_yesterdays_hitting_game_log(
hitter_entry.baseball_reference_id)
except BaseballReference.TableRowNotFound:
print "Player %s %s did not play yesterday. Deleting pregame entry %s %s" % (
hitter_entry.first_name, hitter_entry.last_name,
pregame_hitter_entry.game_date,
pregame_hitter_entry.opposing_team)
database_session.delete(pregame_hitter_entry)
database_session.commit()
continue
postgame_hitter_entry = PostgameHitterGameEntry()
postgame_hitter_entry.rotowire_id = hitter_entry.rotowire_id
postgame_hitter_entry.game_date = pregame_hitter_entry.game_date
postgame_hitter_entry.game_h = int(stat_row_dict["H"])
postgame_hitter_entry.game_bb = int(stat_row_dict["BB"])
postgame_hitter_entry.game_hbp = int(stat_row_dict["HBP"])
postgame_hitter_entry.game_r = int(stat_row_dict["R"])
postgame_hitter_entry.game_sb = int(stat_row_dict["SB"])
postgame_hitter_entry.game_hr = int(stat_row_dict["HR"])
postgame_hitter_entry.game_rbi = int(stat_row_dict["RBI"])
postgame_hitter_entry.game_2b = int(stat_row_dict["2B"])
postgame_hitter_entry.game_3b = int(stat_row_dict["3B"])
postgame_hitter_entry.game_1b = postgame_hitter_entry.game_h - postgame_hitter_entry.game_2b - \
postgame_hitter_entry.game_3b - postgame_hitter_entry.game_hr
postgame_hitter_entry.actual_draftkings_points = Draftkings.get_hitter_points(
postgame_hitter_entry)
try:
database_session.add(postgame_hitter_entry)
database_session.commit()
except IntegrityError:
database_session.rollback()
print "Attempt to duplicate hitter postgame results: %s %s %s %s" % (
hitter_entry.first_name, hitter_entry.last_name,
hitter_entry.team, pregame_hitter_entry.game_date)
# Query the database for all hitter game entries from yesterday
pitcher_entries = database_session.query(PregamePitcherGameEntry).filter(
PregamePitcherGameEntry.game_date == (date.today() -
timedelta(days=1)))
for pregame_pitcher_entry in pitcher_entries:
pitcher_entry = database_session.query(PitcherEntry).get(
pregame_pitcher_entry.rotowire_id)
print "Mining yesterday for %s %s" % (pitcher_entry.first_name,
pitcher_entry.last_name)
try:
stat_row_dict = BaseballReference.get_pitching_game_log(
pitcher_entry.baseball_reference_id)
except BaseballReference.TableRowNotFound:
print "Player %s %s did not play yesterday. Deleting pregame entry %s %s" % (
pitcher_entry.first_name, pitcher_entry.last_name,
pregame_pitcher_entry.game_date,
pregame_pitcher_entry.opposing_team)
database_session.delete(pregame_pitcher_entry)
database_session.commit()
continue
postgame_pitcher_entry = PostgamePitcherGameEntry()
postgame_pitcher_entry.rotowire_id = pitcher_entry.rotowire_id
postgame_pitcher_entry.game_date = pregame_pitcher_entry.game_date
postgame_pitcher_entry.game_ip = float(stat_row_dict["IP"])
postgame_pitcher_entry.game_so = int(stat_row_dict["SO"])
if str(stat_row_dict["Dec"])[0] == "W":
postgame_pitcher_entry.game_wins = 1
postgame_pitcher_entry.game_er = int(stat_row_dict["ER"])
postgame_pitcher_entry.game_er = int(stat_row_dict["ER"])
postgame_pitcher_entry.game_h = int(stat_row_dict["H"])
postgame_pitcher_entry.game_bb = int(stat_row_dict["BB"])
postgame_pitcher_entry.game_hbp = int(stat_row_dict["HBP"])
if stat_row_dict["Inngs"] == "CG":
postgame_pitcher_entry.game_cg = 1
if stat_row_dict["Inngs"] == "SHO":
postgame_pitcher_entry.game_cgso = 1
if postgame_pitcher_entry.game_cg == 1 and postgame_pitcher_entry.game_h == 0:
postgame_pitcher_entry.game_no_hitter = 1
postgame_pitcher_entry.actual_draftkings_points = Draftkings.get_pitcher_points(
postgame_pitcher_entry)
try:
database_session.add(postgame_pitcher_entry)
database_session.commit()
except IntegrityError:
database_session.rollback()
print "Attempt to duplicate pitcher postgame results: %s %s %s %s" % (
pitcher_entry.first_name, pitcher_entry.last_name,
pregame_pitcher_entry.opposing_team,
postgame_pitcher_entry.game_date)
import os
from sql.mlb_database import MlbDatabase
from mine.rotowire import mine_pregame_stats
from mine.draft_kings import Draftkings
from datetime import date, timedelta
from email_service import send_email
import cProfile
os.chdir("/home/cameron/workspaces/MlbDatabase/mlb_scrape/Released/mlbscrape_python")
databaseSession = MlbDatabase().open_session()
#try:
#cProfile.run('mine_pregame_stats()')
#Draftkings.save_daily_csv()
#csv_dict = Draftkings.get_csv_dict()
#Draftkings.update_salaries(databaseSession, csv_dict)
Draftkings.predict_daily_points(databaseSession, date.today())
optimal_lineup = Draftkings.get_optimal_lineup(databaseSession, date.today())
print optimal_lineup
send_email(optimal_lineup.__str__())
"""except Exception as e:
print e
send_email("The predictor generated an exception: {0}".format(e))
"""
databaseSession.close()