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change has_key deprecate function to in operator #17

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change has_key deprecate function to in operator #17

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16 changes: 8 additions & 8 deletions Simulation.py
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Original file line number Diff line number Diff line change
Expand Up @@ -106,7 +106,7 @@ def createW(gen):
Gepsilon = .3
# won't work when there is a clusterfile procided. args.diagnol doesn't exist

if gen.has_key('clusterfile'):
if 'clusterfile' in gen:
label = read_cluster_label(gen['clusterfile'])
rewardManagerDict['label'] = label
userNum = nClusters = int(args.clusterfile.name.split('.')[-1]) # Get cluster number.
Expand Down Expand Up @@ -168,11 +168,11 @@ def createW(gen):

n_articles = article['number'] if article.has_key('number') else 1000
ArticleGroups = article['groups'] if article.has_key('groups') else 5
if user.has_key('number'):
if 'number' in user:
n_users = user['number']
else:
n_users = 10
if gen.has_key('dataset'):
if 'dataset' in gen:
if gen['dataset'] == 'LastFM':
print("LastFM")
n_users = 2100
Expand Down Expand Up @@ -200,7 +200,7 @@ def createW(gen):
"users_" + str(n_users) + "context_" + str(context_dimension) + "latent_" + str(
latent_dimension) + "Ugroups" + str(UserGroups) + ".json")
# Override User type
if gen.has_key('collaborative'):
if 'collaborative' in gen:
if gen['collaborative']:
use_coUsers = True
reward_type = 'SocialLinear'
Expand All @@ -227,12 +227,12 @@ def createW(gen):
context_dimension) + "latent_" + str(latent_dimension) + "Agroups" + str(ArticleGroups) + ".json")
AM = ArticleManager(context_dimension + latent_dimension, n_articles=n_articles, ArticleGroups=ArticleGroups,
FeatureFunc=featureUniform, argv={'l2_limit': 1})
if article.has_key('load') and article['load']:
if 'load' in article and article['load']:
articles = AM.loadArticles(articles['filename']) if articles.has_key('filename') else AM.loadArticles(
articlesFilename)
elif simulating:
articles = AM.simulateArticlePool()
if article.has_key('save') and article['save']:
if 'save' in article and article['save']:
AM.saveArticles(articles, articlesFilename, force=False)
rewardManagerDict['k'] = reco['k'] if reco.has_key('k') else 1
# reward_type = reco['type'] if reco.has_key('type') else 'linear'
Expand All @@ -250,11 +250,11 @@ def createW(gen):
articles[i].contextFeatureVector = articles[i].featureVector[:context_dimension]

nClusters = n_users
if gen.has_key('dataset') and gen['dataset'] in ['LastFM', 'Delicious']:
if 'dataset' in gen and gen['dataset'] in ['LastFM', 'Delicious']:
addDatasetParams(rewardManagerDict)
W, GW, nClusters = createW(gen)
experiment = DatasetRewardManager(arg_dict=rewardManagerDict)
elif gen.has_key('dataset') and gen['dataset'] == 'Yahoo':
elif 'dataset' in gen and gen['dataset'] == 'Yahoo':
print('Yahoo')
addDatasetParams(rewardManagerDict)
clusterNum = 160
Expand Down