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BattleRecordCategory.print_results()
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Jylpah committed 2020-02-15 00:00:19 +02:00
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commit 6ecddb3d95
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+291 -242
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analyze_wotb_replays.py
+291 -242
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@@ -69,76 +69,6 @@ replay_details_flds = [
'enemies_spotted'
]
result_ratios = {
'KDR' : [ 'enemies_destroyed', 'destroyed' ],
'DR' : [ 'damage_made', 'damage_received' ],
'hit_rate' : [ 'shots_hit', 'shots_made' ],
'pen_rate' : [ 'shots_pen', 'shots_hit' ],
'dmg_block_rate' : [ 'damage_blocked', 'damage_received' ]
}
result_categories = {
'total' : [ 'TOTAL', 'total' ],
'battle_result' : [ 'Result', [ 'Loss', 'Win', 'Draw']],
'battle_type' : [ 'Battle Type',['Encounter', 'Supremacy']],
'tank_tier' : [ 'Tank Tier', 'number' ],
'top_tier' : [ 'Tier', ['Bottom tier', 'Top tier']],
'tank_name' : [ 'Tank', 'string' ],
'map_name' : [ 'Map', 'string' ],
'battle_i' : [ 'Battle #', 'number']
}
result_categories_default = [
'total',
'battle_result',
'battle_type',
'tank_tier',
'top_tier'
]
RESULT_CAT_HEADER_FRMT = '{:_<17s}'
RESULT_CAT_FRMT = '{:>17s}'
## Syntax: Check how the replay JSON files look. The algorithm is counting/recording fields
result_fields = {
'battles' : [ 'Battles', 'Number of battles', 8, '{:^8.0f}' ],
'win' : [ 'WR', 'Win rate', 6, '{:6.1%}' ],
'damage_made' : [ 'DPB', 'Average Damage', 5, '{:5.0f}' ],
'DR' : [ 'DR', 'Damage Ratio', 5, '{:5.1f}' ],
'KDR' : [ 'KDR', 'Kills / Death', 4, '{:4.1f}' ],
'enemies_spotted' : [ 'Spot', 'Enemies spotted per battle', 4, '{:4.1f}' ],
'hit_rate' : [ 'Hit rate', 'Shots hit / all shots made', 8, '{:8.1%}' ],
'pen_rate' : [ 'Pen rate', 'Shots pen / shots hit', 8, '{:8.1%}' ],
'survived' : [ 'Surv%', 'Survival rate', 6, '{:6.1%}' ],
'time_alive%' : [ 'T alive%', 'Percentage of time being alive in a battle', 8, '{:8.0%}' ],
'top_tier' : [ 'Top tier', 'Share of games as top tier', 8, '{:8.0%}' ],
MISSING_STATS : [ 'No stats', 'Players without stats avail', 8, '{:8.1%}'],
'allies_wins' : [ 'Allies WR', 'Average WR of allies at the tier of their tank', 9, '{:9.2%}' ],
'enemies_wins' : [ 'Enemies WR', 'Average WR of enemies at the tier of their tank', 10, '{:10.2%}' ],
'allies_battles' : [ 'Allies Btls', 'Average number battles of the allies', 11, '{:11.0f}' ],
'enemies_battles' : [ 'Enemies Btls', 'Average number battles of the enemies', 12, '{:12.0f}' ]
}
# fields to display in results
result_display_fields = [
'battles',
'win',
'damage_made',
'DR',
'KDR',
'enemies_spotted',
'hit_rate',
'pen_rate',
'survived',
'time_alive%',
'top_tier',
'allies_wins',
'enemies_wins',
'allies_battles',
'enemies_battles',
MISSING_STATS
]
## Syntax: key == stat field in https://api.wotblitz.eu/wotb/tanks/stats/ (all.KEY)
## Value array [ 'Stat Title', [ 0, data buckets ....], scaling_factor_for_bucket_values, 'print_format' ]
@@ -155,6 +85,296 @@ def def_value_zero():
def def_value_BattleRecord():
return BattleRecord()
class BattleRecordCategory():
_result_categories = {
'total' : [ 'TOTAL', 'total' ],
'battle_result' : [ 'Result', [ 'Loss', 'Win', 'Draw']],
'battle_type' : [ 'Battle Type',['Encounter', 'Supremacy']],
'tank_tier' : [ 'Tank Tier', 'number' ],
'top_tier' : [ 'Tier', ['Bottom tier', 'Top tier']],
'tank_name' : [ 'Tank', 'string' ],
'map_name' : [ 'Map', 'string' ],
'battle_i' : [ 'Battle #', 'number']
}
_result_categories_default = [
'total',
'battle_result',
'battle_type',
'tank_tier',
'top_tier'
]
_result_categories_extended = [
'tank_name',
'map_name',
'battle_i'
]
RESULT_CAT_FRMT = '{:>17s}'
@classmethod
def get_result_categories(cls, extended_stats: bool = False):
if extended_stats:
return cls._result_categories_default + cls._result_categories_extended
else:
return cls._result_categories_default
def __init__(self, cat_name : str):
self.category_name = cat_name
self.category = collections.defaultdict(def_value_BattleRecord)
if self._result_categories[self.category_name][1] == 'string':
self.type = 'string'
elif self._result_categories[self.category_name][1] == 'number':
self.type = 'number'
elif self._result_categories[self.category_name][1] == 'total':
self.type = 'total'
else:
self.type = 'category'
def get_sub_categories(self):
return self.category.keys()
def record_result(self, result: dict):
try:
cat = None
if self.type == 'total':
cat = 'Total'
elif self.type == 'number':
cat = str(result[self.category_name])
elif self.type == 'string':
cat = result[self.category_name]
else:
cat = self._result_categories[self.category_name][1][result[self.category_name]]
self.category[cat].record_result(result)
return True
except KeyError as err:
bu.error('Key not found', err)
bu.error('Category: ', str(cat))
bu.error(str(result))
except Exception as err:
bu.error(str(err))
return False
def print_results(self):
try:
print(' '.join(self.get_headers()))
for row in self.get_results():
print(' : '.join(row))
except KeyError as err:
bu.error('Key not found', err)
except Exception as err:
bu.error(str(err))
return None
def get_results(self):
try:
results = []
# results.append(self.get_headers())
if self.type == 'number':
for cat in sorted( [ int(s) for s in self.category.keys() ] ):
cat = str(cat)
row = [ self.RESULT_CAT_FRMT.format(cat) ]
row.extend(self.category[cat].get_results())
results.append(row)
else:
for cat in sorted(self.category.keys() , key=str.casefold):
row = [ self.RESULT_CAT_FRMT.format(cat) ]
row.extend(self.category[cat].get_results())
results.append(row)
return results
except KeyError as err:
bu.error('Key not found', err)
return None
class BattleRecord():
## Syntax: Check how the replay JSON files look. The algorithm is counting/recording fields
_result_fields = {
'battles' : [ 'Battles', 'Number of battles', 8, '{:^8.0f}' ],
'win' : [ 'WR', 'Win rate', 6, '{:6.1%}' ],
'damage_made' : [ 'DPB', 'Average Damage', 5, '{:5.0f}' ],
'DR' : [ 'DR', 'Damage Ratio', 5, '{:5.1f}' ],
'KDR' : [ 'KDR', 'Kills / Death', 4, '{:4.1f}' ],
'enemies_spotted' : [ 'Spot', 'Enemies spotted per battle', 4, '{:4.1f}' ],
'hit_rate' : [ 'Hit rate', 'Shots hit / all shots made', 8, '{:8.1%}' ],
'pen_rate' : [ 'Pen rate', 'Shots pen / shots hit', 8, '{:8.1%}' ],
'survived' : [ 'Surv%', 'Survival rate', 6, '{:6.1%}' ],
'time_alive%' : [ 'T alive%', 'Percentage of time being alive in a battle', 8, '{:8.0%}' ],
'top_tier' : [ 'Top tier', 'Share of games as top tier', 8, '{:8.0%}' ],
MISSING_STATS : [ 'No stats', 'Players without stats avail', 8, '{:8.1%}'],
'allies_wins' : [ 'Allies WR', 'Average WR of allies at the tier of their tank', 9, '{:9.2%}' ],
'enemies_wins' : [ 'Enemies WR', 'Average WR of enemies at the tier of their tank', 10, '{:10.2%}' ],
'allies_battles' : [ 'Allies Btls', 'Average number battles of the allies', 11, '{:11.0f}' ],
'enemies_battles' : [ 'Enemies Btls', 'Average number battles of the enemies', 12, '{:12.0f}' ]
}
# fields to display in results
_result_fields_default = [
'battles',
'win',
'damage_made',
'enemies_spotted',
'top_tier',
'allies_wins',
'enemies_wins',
'allies_battles',
'enemies_battles'
]
_result_fields_extended = [
'DR',
'KDR',
'hit_rate',
'pen_rate',
'survived',
'time_alive%',
MISSING_STATS
]
_result_ratios = {
'KDR' : [ 'enemies_destroyed', 'destroyed' ],
'DR' : [ 'damage_made', 'damage_received' ],
'hit_rate' : [ 'shots_hit', 'shots_made' ],
'pen_rate' : [ 'shots_pen', 'shots_hit' ],
'dmg_block_rate' : [ 'damage_blocked', 'damage_received' ]
}
RESULT_CAT_HEADER_FRMT = '{:_<17s}'
@classmethod
def get_result_fields(cls, extended_stats: bool = False):
if extended_stats:
return cls._result_fields_default + cls._result_fields_extended
else:
return cls._result_fields_default
@classmethod
def get_fields_avg(cls) -> set:
avg_fields = set(cls.get_result_fields(True))
avg_fields.remove('battles')
avg_fields.remove(MISSING_STATS)
avg_fields.difference_update(cls._result_ratios.keys())
return avg_fields
@classmethod
def get_fields_ratio(cls) -> set:
ratio_fields = set()
for ratio in cls._result_ratios.keys():
ratio_fields.add(cls._result_ratios[ratio][0])
ratio_fields.add(cls._result_ratios[ratio][1])
return ratio_fields
def __init__(self, extended_stats: bool = False):
try:
self.battles = 0
self.missing_stats = 0
self.n_players = 0
self.ratios_ready = False
self.results_ready = False
self.results = collections.defaultdict(def_value_zero)
self.avg_fields = self.get_fields_avg()
self.ratio_fields = self.get_fields_ratio()
self.result_fields = self.get_result_fields(extended_stats)
self.result_fields_ratio = set(self._result_ratios.keys()) & set(self.get_result_fields(extended_stats))
except KeyError as err:
bu.error('Key not found', err)
def record_result(self, result : dict) -> bool:
try:
for field in self.avg_fields | self.ratio_fields:
if (field in result) and (result[field] != None):
self.results[field] += result[field]
self.battles += 1
self.n_players += result[N_PLAYERS]
self.missing_stats += result[MISSING_STATS]
return True
except KeyError as err:
bu.error('Key not found', err)
bu.error(str(result))
except Exception as err:
bu.error('BattleRecord:' ,exception=err)
return False
def calc_ratios(self) -> bool:
if self.ratios_ready:
return True
try:
for field in self.result_fields_ratio:
if self.results[self._result_ratios[field][1]] != 0:
self.results[field] = self.results[self._result_ratios[field][0]] / self.results[self._result_ratios[field][1]]
else:
self.results[field] = float('Inf')
self.ratios_ready = True
return True
except KeyError as err:
bu.error('Key not found', err)
return False
def calc_results(self):
if self.results_ready == True:
return True
if not self.ratios_ready:
self.calc_ratios()
try:
for field in self.avg_fields:
self.results[field] = self.results[field] / max(self.battles,1)
self.results['battles'] = self.battles
self.results[MISSING_STATS] = self.missing_stats / self.n_players
self.results_ready = True
return True
except KeyError as err:
bu.error('Key not found', err)
except Exception as err:
bu.error(exception=err)
return False
def get_headers(self, cat_name: str):
try:
headers = [ self.RESULT_CAT_HEADER_FRMT.format(cat_name) ]
for field in self.result_fields:
print_format = '{:^' + str(self._result_fields[field][2]) + 's}'
headers.append(print_format.format(self._result_fields[field][0]))
return headers
except KeyError as err:
bu.error('Key not found', err)
except Exception as err:
bu.error(str(err))
return None
def get_results(self):
if not self.results_ready:
self.calc_results()
results = []
try:
for field in self.result_fields:
results.append(self._result_fields[field][3].format(self.results[field]) )
return results
except KeyError as err:
bu.error('Key not found', err)
except Exception as err:
bu.error(exception=err)
return None
def print_results(self):
print(' : '.join(self.get_results()))
class PlayerHistogram():
def __init__(self, field: str, name: str, fields : list, factor: float, format: str ):
@@ -162,7 +382,7 @@ class PlayerHistogram():
self.name = name
self.fields = fields
self.cat_factor = factor
self.cat_format = format
self.cat_format = format
self.ncat = len(self.fields) - 1
self.allies = [0] * self.ncat
self.enemies = [0] * self.ncat
@@ -208,177 +428,6 @@ class PlayerHistogram():
return None
class BattleRecord():
def __init__(self):
try:
self.battles = 0
self.missing_stats = 0
self.n_players = 0
self.ratios_ready = False
self.results_ready = False
self.results = collections.defaultdict(def_value_zero)
self.avg_fields = set(result_fields.keys())
self.avg_fields.remove('battles')
self.avg_fields.remove(MISSING_STATS)
self.avg_fields.difference_update(result_ratios.keys())
self.ratio_fields = set()
for ratio in result_ratios.keys():
self.ratio_fields.add(result_ratios[ratio][0])
self.ratio_fields.add(result_ratios[ratio][1])
except KeyError as err:
bu.error('Key not found', err)
def record_result(self, result : dict) -> bool:
try:
for field in self.avg_fields | self.ratio_fields:
if (field in result) and (result[field] != None):
self.results[field] += result[field]
self.battles += 1
self.n_players += result[N_PLAYERS]
self.missing_stats += result[MISSING_STATS]
return True
except KeyError as err:
bu.error('Key not found', err)
bu.error(str(result))
except Exception as err:
bu.error('BattleRecord:' ,exception=err)
return False
def calc_ratios(self) -> bool:
if self.ratios_ready:
return True
try:
ratio_result_flds = set(result_ratios.keys()) & set(result_fields.keys())
for field in ratio_result_flds:
if self.results[result_ratios[field][1]] != 0:
self.results[field] = self.results[result_ratios[field][0]] / self.results[result_ratios[field][1]]
else:
self.results[field] = float('Inf')
self.ratios_ready = True
return True
except KeyError as err:
bu.error('Key not found', err)
return False
def calc_results(self):
if self.results_ready == True:
return True
if not self.ratios_ready:
self.calc_ratios()
try:
for field in self.avg_fields:
self.results[field] = self.results[field] / max(self.battles,1)
self.results['battles'] = self.battles
self.results[MISSING_STATS] = self.missing_stats / self.n_players
self.results_ready = True
return True
except KeyError as err:
bu.error('Key not found', err)
except Exception as err:
bu.error(exception=err)
return False
def get_results(self):
if not self.results_ready:
self.calc_results()
results = []
try:
for field in result_display_fields:
results.append( result_fields[field][3].format(self.results[field]) )
return results
except KeyError as err:
bu.error('Key not found', err)
except Exception as err:
bu.error(exception=err)
return None
def print_results(self):
print(' : '.join(self.get_results()))
class BattleRecordCategory():
def __init__(self, cat_name : str):
self.category_name = cat_name
self.category = collections.defaultdict(def_value_BattleRecord)
if result_categories[self.category_name][1] == 'string':
self.type = 'string'
elif result_categories[self.category_name][1] == 'number':
self.type = 'number'
elif result_categories[self.category_name][1] == 'total':
self.type = 'total'
else:
self.type = 'category'
def get_sub_categories(self):
return self.category.keys()
def record_result(self, result: dict):
try:
cat = None
if self.type == 'total':
cat = 'Total'
elif self.type == 'number':
cat = str(result[self.category_name])
elif self.type == 'string':
cat = result[self.category_name]
else:
cat = result_categories[self.category_name][1][result[self.category_name]]
self.category[cat].record_result(result)
return True
except KeyError as err:
bu.error('Key not found', err)
bu.error('Category: ', str(cat))
bu.error(str(result))
except Exception as err:
bu.error(str(err))
return False
def get_headers(self):
try:
headers = [ RESULT_CAT_HEADER_FRMT.format(result_categories[self.category_name][0]) ]
for field in result_display_fields:
print_format = '{:^' + str(result_fields[field][2]) + 's}'
headers.append(print_format.format(result_fields[field][0]))
return headers
except KeyError as err:
bu.error('Key not found', err)
except Exception as err:
bu.error(str(err))
return None
def print_results(self):
try:
print(' '.join(self.get_headers()))
for row in self.get_results():
print(' : '.join(row))
except KeyError as err:
bu.error('Key not found', err)
except Exception as err:
bu.error(str(err))
return None
def get_results(self):
try:
results = []
# results.append(self.get_headers())
if self.type == 'number':
for cat in sorted( [ int(s) for s in self.category.keys() ] ):
cat = str(cat)
row = [ RESULT_CAT_FRMT.format(cat) ]
row.extend(self.category[cat].get_results())
results.append(row)
else:
for cat in sorted(self.category.keys() , key=str.casefold):
row = [ RESULT_CAT_FRMT.format(cat) ]
row.extend(self.category[cat].get_results())
results.append(row)
return results
except KeyError as err:
bu.error('Key not found', err)
return None
## main() -------------------------------------------------------------
async def main(argv):