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+| + | + | + | + | + | + |
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\n" + text_body + "\n" + print text_body + email = EmailMultiAlternatives( + EMAIL_SUBJECT, + text_body, + FROM_ADDRESS, + to=recepients) + email.attach_alternative(html_body, "text/html") + email.send() + +def main(): + email_body = [] + try: + map(validate_email, config.recepients) + except ValidationError: + print 'Enter valid email_ids in config_nightly_email.py' + sys.exit(1) + for db_bench in config.db_bench_configs: + try: + # retrieve the latest two results + res = Result.objects.filter( + db_conf__db_type=db_bench[0], + benchmark_conf__benchmark_type=db_bench[1] + ).order_by('-creation_time')[:2] + report = get_db_bench_report(db_bench, res) + except: + print 'Insufficient data for ' + str(db_bench) + continue + email_body += report + print '\n' + # send email only if there is a body + if len(email_body) > 0: + send_email(email_body, config.recepients) + +main() diff --git a/tools/mysql_knob.txt b/tools/mysql_knob.txt new file mode 100644 index 0000000..7448e8e --- /dev/null +++ b/tools/mysql_knob.txt @@ -0,0 +1,43 @@ +expire_logs_days +innodb_adaptive_flushing +innodb_adaptive_max_sleep_delay +innodb_autoextend_increment +innodb_buffer_pool_instances +innodb_buffer_pool_size +innodb_change_buffer_max_size +innodb_change_buffering +innodb_commit_concurrency +innodb_compression_level +innodb_concurrency_tickets +innodb_flush_log_at_timeout +innodb_flush_method +innodb_flush_neighbors +innodb_io_capacity +innodb_io_capacity_max +innodb_lock_wait_timeout +innodb_log_buffer_size +innodb_log_file_size +innodb_log_files_in_group +innodb_lru_scan_depth +innodb_max_dirty_pages_pct +innodb_max_dirty_pages_pct_lwm +innodb_old_blocks_pct +innodb_old_blocks_time +innodb_random_read_ahead +innodb_read_ahead_threshold +innodb_read_io_threads +innodb_sort_buffer_size +innodb_spin_wait_delay +innodb_stats_transient_sample_pages +innodb_sync_array_size +innodb_thread_concurrency +innodb_thread_sleep_delay +innodb_write_io_threads +join_buffer_size +key_buffer_size +max_heap_table_size +sort_buffer_size +table_open_cache +thread_cache_size +timed_mutexes +tmp_table_size diff --git a/tools/process_knob.py b/tools/process_knob.py new file mode 100644 index 0000000..beacfe9 --- /dev/null +++ b/tools/process_knob.py @@ -0,0 +1,23 @@ +f = open('mysql_knob.txt','r+') +data = f.readlines() +f.close() + +f = open('mysql_knobs.json','w') + + +f.write("[\n") + +l = 0 +for x in data: + x = x.replace("\n","") + l += 1 + f.write(" {\n \"model\":\"website.KNOB_PARAMS\",\n \"fields\":{\n") + f.write(" \""+"db_type"+ "\":\"" +"MYSQL" + "\",\n") + f.write(" \"params" + "\":\"" + str(x) + "\"\n") + if l == len(data): + f.write(" }\n }\n") + else: + f.write(" }\n },\n") +f.write("]") + +f.close() diff --git a/tools/upload.py b/tools/upload.py new file mode 100644 index 0000000..31de940 --- /dev/null +++ b/tools/upload.py @@ -0,0 +1,30 @@ +from poster.encode import multipart_encode +from poster.streaminghttp import register_openers +import urllib2 + +register_openers() + +db="mysql_" +prefix=3 + +params = { +'summary_data': open(db + str(prefix) + ".summary", "r"), +'db_conf_data':open(db + str(prefix) + ".db.cnf","r"), +'db_status':open(db + str(prefix) + ".db.status",'r'), +'sample_data':open(db + str(prefix)+".res","r"), +'raw_data': open(db + str(prefix)+".res","r"), +'benchmark_conf_data': open(db + str(prefix)+".ben.cnf","r"), +'upload_code': '14414QYEORPR4CE52X20', +'upload_use':'compute', +#'store', +'hardware':'m3.xlarge', +'cluster':'exps_mysql_5.6_m3.xlarge_ycsb_rr_sf18000_tr50_t300_runlimited_w0-0-0-100-0-0_s0.6' #unknown + +} + +datagen, headers = multipart_encode(params) + +#request = urllib2.Request("http://127.0.0.1:8000/new_result/", datagen, headers) +request = urllib2.Request("http://52.26.247.195:8000/new_result/", datagen, headers) + +print urllib2.urlopen(request).read() diff --git a/tools/upload.sh b/tools/upload.sh deleted file mode 100755 index c3c2964..0000000 --- a/tools/upload.sh +++ /dev/null @@ -1,11 +0,0 @@ -HOST=$1 -CODE=$2 -RESULT_BASE=$3 - -curl --form upload_code=$2 \ - --form "sample_data=@"$RESULT_BASE.res \ - --form "raw_data=@"$RESULT_BASE.raw.gz \ - --form "db_conf_data=@"$RESULT_BASE.db.cnf \ - --form "benchmark_conf_data=@"$RESULT_BASE.ben.cnf \ - --form "summary_data=@"$RESULT_BASE.summary \ - $1 diff --git a/tools/upload_batch.py b/tools/upload_batch.py new file mode 100644 index 0000000..697c624 --- /dev/null +++ b/tools/upload_batch.py @@ -0,0 +1,32 @@ +from poster.encode import multipart_encode +from poster.streaminghttp import register_openers +import urllib2 + +register_openers() + +db="mysql_" +Max_index = 50 + +for i in range(Max_index): + prefix = 1 + i + params = { + 'summary_data': open(db + str(prefix) + ".summary", "r"), + 'db_conf_data':open(db + str(prefix) + ".db.cnf","r"), + 'db_status':open(db + str(prefix) + ".db.status",'r'), + 'sample_data':open(db + str(prefix)+".res","r"), + 'raw_data': open(db + str(prefix)+".res","r"), + 'benchmark_conf_data': open(db + str(prefix)+".ben.cnf","r"), + 'upload_code': '14414QYEORPR4CE52X20', + 'upload_use':'store', + 'hardware':'m3.xlarge', + 'cluster':'exps_mysql_5.6_m3.xlarge_ycsb_rr_sf18000_tr50_t300_runlimited_w0-0-0-100-0-0_s0.6' #unknown + +} + + datagen, headers = multipart_encode(params) + +# request = urllib2.Request("http://127.0.0.1:8000/new_result/", datagen, headers) + + request = urllib2.Request("http://52.26.247.195:8000/new_result/", datagen, headers) + + print urllib2.urlopen(request).read() diff --git a/website/__init__.pyc b/website/__init__.pyc new file mode 100644 index 0000000..6de4abc Binary files /dev/null and b/website/__init__.pyc differ diff --git a/website/admin.py b/website/admin.py index 2608413..dcb91af 100644 --- a/website/admin.py +++ b/website/admin.py @@ -1,9 +1,8 @@ from django.contrib import admin -from website.models import Project, Result, ExperimentConf, DBConf - +from website.models import LEARNING_PARAMS, FEATURED_PARAMS, Project, Result, ExperimentConf, DBConf,Statistics class ExperimentConfAdmin(admin.ModelAdmin): - list_display = [ 'name', 'project', 'benchmark_type', 'creation_time' ] + list_display = [ 'name', 'application', 'benchmark_type', 'creation_time' ] list_filter = [ 'creation_time' ] class ProjectAdmin(admin.ModelAdmin): @@ -13,10 +12,20 @@ class ProjectAdmin(admin.ModelAdmin): list_display_links = ('name', 'last_update', 'creation_time') class DBConfAdmin(admin.ModelAdmin): - list_display = [ 'name', 'project', 'creation_time', 'db_type' ] + list_display = [ 'name', 'application', 'creation_time', 'db_type' ] + +class FEATURED_PARAMSAdmin(admin.ModelAdmin): + list_display = [ 'db_type', 'params'] + +class LEARNING_PARAMSAdmin(admin.ModelAdmin): + list_display = [ 'db_type', 'params'] + admin.site.register(Project, ProjectAdmin) admin.site.register(ExperimentConf, ExperimentConfAdmin) admin.site.register(DBConf, DBConfAdmin) +admin.site.register(FEATURED_PARAMS,FEATURED_PARAMSAdmin) +admin.site.register(LEARNING_PARAMS, LEARNING_PARAMSAdmin) + admin.site.register(Result) diff --git a/website/admin.pyc b/website/admin.pyc new file mode 100644 index 0000000..e34dae7 Binary files /dev/null and b/website/admin.pyc differ diff --git a/website/gp.py b/website/gp.py new file mode 100755 index 0000000..526d8d6 --- /dev/null +++ b/website/gp.py @@ -0,0 +1,79 @@ +import numpy as np +import tensorflow as tf + +def gp_tf(xs,ys,xt,ridge): + + MAX_ITER = 100 + batch_size = 3000 + sigma_cl = 1.07; + y_best = tf.cast(tf.reduce_min(ys,0,True),tf.float32); #array + sample_size = xs.shape[0] + nfeats = xs.shape[1] + train_size = 1 + arr_offset = 0 + ini_size = xt.shape[0] + + yhats = np.zeros([train_size,1]); + sigmas = np.zeros([train_size,1]); + eips = np.zeros([train_size,1]); + xs = np.float32(xs) + ys = np.float32(ys) + xt = np.float32(xt) + ############## + xt_ = tf.Variable(xt[0],tf.float32) + + sess = tf.Session() + init = tf.initialize_all_variables() + sess.run(init) + + + ridge = np.float32(ridge) + + + v1 = tf.placeholder(tf.float32,name="v1") + v2 = tf.placeholder(tf.float32,name="v2") + dist = tf.sqrt(tf.reduce_sum(tf.pow(tf.sub(v1, v2), 2),1)) + + tmp = np.zeros([sample_size,sample_size]) + for i in range(sample_size): + tmp[i] = sess.run(dist,feed_dict={v1:xs[i],v2:xs}) +# print "Finished euc matrix \n" + + + tmp = tf.cast(tmp,tf.float32) + K = tf.exp(-tmp/sigma_cl) + tf.diag(ridge); +# print "Finished K " + + K2_mat = tf.sqrt(tf.reduce_sum(tf.pow(tf.sub(xt_, xs), 2),1)) + K2_mat = tf.transpose(tf.expand_dims(K2_mat,0)) + K2 = tf.cast(tf.exp(-K2_mat/sigma_cl),tf.float32) + + x = tf.matmul(tf.matrix_inverse(K) , ys) + yhat_ = tf.cast(tf.matmul( tf.transpose(K2) ,x),tf.float32) + sig_val = tf.cast((tf.sqrt(1 - tf.matmul( tf.transpose(K2) ,tf.matmul(tf.matrix_inverse(K) , K2)) )),tf.float32) + + Loss = tf.squeeze(tf.sub(yhat_,sig_val)) +# optimizer = tf.train.GradientDescentOptimizer(0.1) + optimizer = tf.train.AdamOptimizer(0.1) + train = optimizer.minimize(Loss) + init = tf.initialize_all_variables() + sess.run(init) + + yhats = [] + sigmas = [] + minL = [] + new_conf = [] + for i in range(ini_size): + assign_op = xt_.assign(xt[i]) + sess.run(assign_op) + for step in range(MAX_ITER): +# print i, step, sess.run(Loss) + sess.run(train) + yhats.append(sess.run(yhat_)[0][0]) + sigmas.append(sess.run(sig_val)[0][0]) + minL.append(sess.run(Loss)) + new_conf.append(sess.run(xt_)) + return yhats, sigmas, minL,new_conf + + + diff --git a/website/gp.pyc b/website/gp.pyc new file mode 100644 index 0000000..10ce3ab Binary files /dev/null and b/website/gp.pyc differ diff --git a/website/gp_workload.py b/website/gp_workload.py new file mode 100755 index 0000000..5379aeb --- /dev/null +++ b/website/gp_workload.py @@ -0,0 +1,92 @@ + + +import numpy as np +import tensorflow as tf +import time + + + +def gp_workload(xs,ys,xt,ridge): + + batch_size = 3000 + sigma_cl = 1.07; + xs = np.float32(xs) + ys = np.float32(ys) + xt = np.float32(xt) + ridge = np.float32(ridge) + + y_best = tf.cast(tf.reduce_min(ys,0,True),tf.float32); #array + sample_size = xs.shape[0] + nfeats = xs.shape[1] + train_size = xt.shape[0] + arr_offset = 0 + yhats = np.zeros([train_size,1]); + # sigmas = np.zeros([train_size,1]); + + + v1 = tf.placeholder(tf.float32,name="v1") + v2 = tf.placeholder(tf.float32,name="v2") + dist = tf.sqrt(tf.reduce_sum(tf.pow(tf.sub(v1, v2), 2),1)) + sess = tf.Session() +# sess = tf.Session(config=tf.ConfigProto(log_device_placement=True)) + + tmp = np.zeros([sample_size,sample_size]) + for i in range(sample_size): + tmp[i] = sess.run(dist,feed_dict={v1:xs[i],v2:xs}) +# print "Finished euc matrix \n" + + + tmp = tf.cast(tmp,tf.float32) + K = tf.exp(-tmp/sigma_cl) + tf.diag(ridge); + # print "Finished K " + + + K2 = tf.placeholder(tf.float32,name="K2") + K3 = tf.placeholder(tf.float32,name="K3") + + x = tf.matmul(tf.matrix_inverse(K) , ys) + yhat_ = tf.cast(tf.matmul( tf.transpose(K2) ,x),tf.float32); +# sig_val = tf.cast((tf.sqrt(tf.diag_part(K3 - tf.matmul( tf.transpose(K2) ,tf.matmul(tf.matrix_inverse(K) , K2)) ))),tf.float32) + + + + + while arr_offset < train_size: + if arr_offset + batch_size > train_size: + end_offset = train_size + else: + end_offset = arr_offset + batch_size; + + + xt_ = xt[arr_offset:end_offset]; + batch_len = end_offset - arr_offset + + tmp = np.zeros([sample_size,batch_len]) + for i in range(sample_size): + tmp[i] = sess.run(dist,feed_dict={v1:xs[i],v2:xt_}) + + K2_ = tf.exp(-tmp/sigma_cl); + K2_ = sess.run(K2_) + + # tmp = np.zeros([batch_len,batch_len]) + # for i in range(batch_len): + # tmp[i] = sess.run(dist,feed_dict={v1:xt_[i],v2:xt_}) + # K3_ =tf.exp(-tmp/sigma_cl); + # K3_ = sess.run(K3_) + + + yhat = sess.run(yhat_,feed_dict={K2:K2_}) + + # sigma = np.zeros([1,batch_len],np.float32) + # sigma[0] = (sess.run(sig_val,feed_dict={K2:K2_,K3:K3_})) + # sigma = np.transpose(sigma) + + yhats[arr_offset:end_offset] = yhat + # sigmas[arr_offset:end_offset] = sigma; + arr_offset = end_offset ; + + sess.close() + + return yhats +#,sigmas, eips + diff --git a/website/gp_workload.pyc b/website/gp_workload.pyc new file mode 100644 index 0000000..b732766 Binary files /dev/null and b/website/gp_workload.pyc differ diff --git a/website/migrations/0001_initial.py b/website/migrations/0001_initial.py new file mode 100644 index 0000000..f9f7ebd --- /dev/null +++ b/website/migrations/0001_initial.py @@ -0,0 +1,158 @@ +# -*- coding: utf-8 -*- +# Generated by Django 1.10.1 on 2016-09-08 13:31 +from __future__ import unicode_literals + +from django.conf import settings +import django.core.validators +from django.db import migrations, models +import django.db.models.deletion +import re + + +class Migration(migrations.Migration): + + initial = True + + dependencies = [ + migrations.swappable_dependency(settings.AUTH_USER_MODEL), + ] + + operations = [ + migrations.CreateModel( + name='Application', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('name', models.CharField(max_length=64)), + ('description', models.TextField()), + ('creation_time', models.DateTimeField()), + ('last_update', models.DateTimeField()), + ('upload_code', models.CharField(max_length=30)), + ], + ), + migrations.CreateModel( + name='DBConf', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('name', models.CharField(max_length=50)), + ('description', models.CharField(max_length=512)), + ('creation_time', models.DateTimeField()), + ('configuration', models.TextField()), + ('similar_conf', models.TextField(default=b'zbh')), + ('db_type', models.CharField(max_length=9)), + ('application', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.Application')), + ], + ), + migrations.CreateModel( + name='ExperimentConf', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('name', models.CharField(max_length=50)), + ('description', models.CharField(max_length=512)), + ('configuration', models.TextField()), + ('benchmark_type', models.CharField(max_length=512)), + ('creation_time', models.DateTimeField()), + ('isolation', models.TextField()), + ('scalefactor', models.TextField()), + ('terminals', models.TextField()), + ('application', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.Application')), + ], + ), + migrations.CreateModel( + name='FEATURED_PARAMS', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('db_type', models.CharField(max_length=64)), + ('params', models.CharField(max_length=512)), + ], + ), + migrations.CreateModel( + name='LEARNING_PARAMS', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('db_type', models.CharField(max_length=64)), + ('params', models.CharField(max_length=512)), + ], + ), + migrations.CreateModel( + name='Project', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('name', models.CharField(max_length=64)), + ('description', models.TextField()), + ('creation_time', models.DateTimeField()), + ('last_update', models.DateTimeField()), + ('upload_code', models.CharField(max_length=30)), + ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)), + ], + ), + migrations.CreateModel( + name='Result', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('creation_time', models.DateTimeField()), + ('timestamp', models.DateTimeField()), + ('throughput', models.FloatField()), + ('avg_latency', models.FloatField()), + ('min_latency', models.FloatField()), + ('p25_latency', models.FloatField()), + ('p50_latency', models.FloatField()), + ('p75_latency', models.FloatField()), + ('p90_latency', models.FloatField()), + ('p95_latency', models.FloatField()), + ('p99_latency', models.FloatField()), + ('max_latency', models.FloatField()), + ('most_similar', models.CharField(max_length=100, validators=[django.core.validators.RegexValidator(re.compile('^\\d+(?:\\,\\d+)*\\Z'), code='invalid', message='Enter only digits separated by commas.')])), + ('application', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.Application')), + ('benchmark_conf', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.ExperimentConf')), + ('db_conf', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.DBConf')), + ], + ), + migrations.CreateModel( + name='Statistics', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('time', models.IntegerField()), + ('throughput', models.FloatField()), + ('avg_latency', models.FloatField()), + ('min_latency', models.FloatField()), + ('p25_latency', models.FloatField()), + ('p50_latency', models.FloatField()), + ('p75_latency', models.FloatField()), + ('p90_latency', models.FloatField()), + ('p95_latency', models.FloatField()), + ('p99_latency', models.FloatField()), + ('max_latency', models.FloatField()), + ('result', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.Result')), + ], + ), + migrations.CreateModel( + name='Task', + fields=[ + ('id', models.IntegerField(primary_key=True, serialize=False)), + ('creation_time', models.DateTimeField()), + ('finish_time', models.DateTimeField(null=True)), + ('running_time', models.IntegerField(null=True)), + ('status', models.CharField(max_length=64)), + ('traceback', models.TextField(null=True)), + ('result', models.TextField(null=True)), + ], + ), + migrations.CreateModel( + name='Website_Conf', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('name', models.CharField(max_length=64)), + ('value', models.CharField(max_length=512)), + ], + ), + migrations.AddField( + model_name='application', + name='project', + field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.Project'), + ), + migrations.AddField( + model_name='application', + name='user', + field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL), + ), + ] diff --git a/website/migrations/0001_initial.pyc b/website/migrations/0001_initial.pyc new file mode 100644 index 0000000..eb8d843 Binary files /dev/null and b/website/migrations/0001_initial.pyc differ diff --git a/website/migrations/0002_auto_20160913_1143.py b/website/migrations/0002_auto_20160913_1143.py new file mode 100644 index 0000000..8fa6b5d --- /dev/null +++ b/website/migrations/0002_auto_20160913_1143.py @@ -0,0 +1,110 @@ +# -*- coding: utf-8 -*- +# Generated by Django 1.9 on 2016-09-13 15:43 +from __future__ import unicode_literals + +from django.conf import settings +from django.db import migrations, models +import django.db.models.deletion + + +class Migration(migrations.Migration): + + dependencies = [ + migrations.swappable_dependency(settings.AUTH_USER_MODEL), + ('website', '0001_initial'), + ] + + operations = [ + migrations.CreateModel( + name='DBMS_catalog', + fields=[ + ('id', models.IntegerField(primary_key=True, serialize=False)), + ('dbms_name', models.TextField()), + ('version', models.TextField()), + ], + ), + migrations.CreateModel( + name='Knob_catalog', + fields=[ + ('id', models.IntegerField(primary_key=True, serialize=False)), + ('dbms_id', models.IntegerField()), + ('name', models.TextField()), + ('vartype', models.TextField()), + ('unit', models.TextField(null=True)), + ('category', models.TextField(null=True)), + ('summary', models.TextField(null=True)), + ('description', models.TextField(null=True)), + ('scope', models.TextField()), + ('dynamic', models.BooleanField()), + ('min_value', models.TextField(null=True)), + ('max_value', models.TextField(null=True)), + ('valid_vals', models.TextField(null=True)), + ('default_val', models.TextField()), + ('deprecated', models.BooleanField()), + ('dangerous', models.TextField(null=True)), + ('safe_vals', models.TextField(null=True)), + ('rank', models.IntegerField(null=True)), + ], + ), + migrations.CreateModel( + name='KNOB_PARAMS', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('db_type', models.CharField(max_length=64)), + ('params', models.CharField(max_length=512)), + ], + ), + migrations.CreateModel( + name='Metric_catalog', + fields=[ + ('id', models.IntegerField(primary_key=True, serialize=False)), + ('dbms_id', models.IntegerField()), + ('scale', models.TextField()), + ('name', models.TextField()), + ('vartype', models.TextField()), + ('description', models.TextField(null=True)), + ('scope', models.TextField(null=True)), + ('featured', models.BooleanField()), + ], + ), + migrations.CreateModel( + name='Oltpbench_info', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('dbms_name', models.CharField(max_length=64)), + ('dbms_version', models.CharField(max_length=64)), + ('hardware', models.CharField(max_length=64, null=True)), + ('cluster', models.TextField(null=True)), + ('summary', models.TextField()), + ('res', models.TextField()), + ('status', models.TextField()), + ('cfg', models.TextField()), + ('raw', models.TextField(null=True)), + ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)), + ], + ), + migrations.CreateModel( + name='Workload_info', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('isolation', models.CharField(max_length=64)), + ('scalefactor', models.IntegerField()), + ('terminals', models.IntegerField()), + ('time', models.IntegerField()), + ('rate', models.CharField(max_length=64)), + ('skew', models.FloatField(null=True)), + ('trans_weights', models.TextField()), + ('workload', models.TextField()), + ], + ), + migrations.AlterField( + model_name='result', + name='most_similar', + field=models.CommaSeparatedIntegerField(max_length=100), + ), + migrations.AddField( + model_name='oltpbench_info', + name='wid', + field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.Workload_info'), + ), + ] diff --git a/website/migrations/0002_auto_20160913_1143.pyc b/website/migrations/0002_auto_20160913_1143.pyc new file mode 100644 index 0000000..1815006 Binary files /dev/null and b/website/migrations/0002_auto_20160913_1143.pyc differ diff --git a/website/migrations/__init__.py b/website/migrations/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/website/migrations/__init__.pyc b/website/migrations/__init__.pyc new file mode 100644 index 0000000..2ea7fac Binary files /dev/null and b/website/migrations/__init__.pyc differ diff --git a/website/models.py b/website/models.py index dbf379c..fc83d1a 100644 --- a/website/models.py +++ b/website/models.py @@ -3,15 +3,94 @@ from django.db import models from django.contrib.auth.models import User from django import forms +from django.contrib import admin +class Knob_catalog(models.Model): + id = models.IntegerField(primary_key=True) +# dbms_name = models.TextField() +# dbms_version = models.TextField() + dbms_id = models.IntegerField() + name = models.TextField() + vartype = models.TextField() + unit = models.TextField(null=True) + category = models.TextField(null=True) + summary = models.TextField(null=True) + description = models.TextField(null=True) + scope = models.TextField() + dynamic = models.BooleanField() + min_value = models.TextField(null=True) + max_value = models.TextField(null=True) + valid_vals = models.TextField(null=True) + default_val = models.TextField() + deprecated = models.BooleanField() + dangerous = models.TextField(null=True) + safe_vals = models.TextField(null=True) + rank = models.IntegerField(null=True) + + +class Metric_catalog(models.Model): + id = models.IntegerField(primary_key=True) + dbms_id = models.IntegerField() + # dbms_name = models.TextField() + # dbms_version = models.TextField() + scale = models.TextField() + name = models.TextField() + vartype = models.TextField() + description = models.TextField(null=True) + scope = models.TextField(null=True) + featured = models.BooleanField() + +class DBMS_catalog(models.Model): + id = models.IntegerField(primary_key=True) + dbms_name = models.TextField() + version = models.TextField() + + +class Workload_info(models.Model): + #id = models.AutoField(primary_key=True) + isolation = models.CharField(max_length=64) + scalefactor = models.IntegerField() + terminals = models.IntegerField() + time = models.IntegerField() + rate = models.CharField(max_length=64) + skew = models.FloatField(null=True) + trans_weights = models.TextField() + workload = models.TextField() + +class Oltpbench_info(models.Model): +# id = models.IntegerField(primary_key=True) + + user = models.ForeignKey(User) + dbms_name = models.CharField(max_length=64) + dbms_version = models.CharField(max_length=64) + + hardware = models.CharField(null=True, max_length=64) + cluster = models.TextField(null=True) + + summary = models.TextField() + res = models.TextField() + status = models.TextField() + cfg = models.TextField() + raw = models.TextField(null=True) + + wid = models.ForeignKey(Workload_info) + + class NewResultForm(forms.Form): upload_code = forms.CharField(max_length=30) + + upload_use = forms.CharField(max_length=30) #compute/store + hardware = forms.CharField(max_length=30) # hardware + cluster = forms.CharField(max_length=200) # store cluster + sample_data = forms.FileField() raw_data = forms.FileField() db_conf_data = forms.FileField() benchmark_conf_data = forms.FileField() summary_data = forms.FileField() + db_status =forms.FileField() #.status + class Project(models.Model): @@ -24,38 +103,59 @@ class Project(models.Model): upload_code = models.CharField(max_length=30) def delete(self, using=None): - targets = DBConf.objects.filter(project=self) - results = Result.objects.filter(project=self) + apps = Application.objects.filter(project=self) + for x in apps: + x.delete() + super(Project, self).delete(using) + + + + +class Task(models.Model): + id = models.IntegerField(primary_key=True) + creation_time = models.DateTimeField() + finish_time = models.DateTimeField(null=True) + running_time = models.IntegerField(null=True) + status = models.CharField(max_length=64) + traceback = models.TextField(null=True) + result = models.TextField(null=True) + + +class Application(models.Model): + user = models.ForeignKey(User) + name = models.CharField(max_length=64) + description = models.TextField() + + project = models.ForeignKey(Project) + creation_time = models.DateTimeField() + last_update = models.DateTimeField() + + upload_code = models.CharField(max_length=30) + + def delete(self, using=None): + targets = DBConf.objects.filter(application=self) + results = Result.objects.filter(application=self) + expconfs = ExperimentConf.objects.filter(application=self) for t in targets: t.delete() for r in results: r.delete() - super(Project, self).delete(using) + for x in expconfs: + x.delete() + super(Application, self).delete(using) + + + class ExperimentConf(models.Model): - BENCHMARK_TYPES = [x.upper() for x in sorted([ - 'tpcc', - 'tatp', - 'wikipedia', - 'resourcestresser', - 'twitter', - 'epinions', - 'ycsb', - 'jpab', - 'seats', - 'auctionmark', - 'chbenchmark', - 'voter', - 'linkbench', - 'sibench' - ])] + application = models.ForeignKey(Application) + - project = models.ForeignKey(Project) name = models.CharField(max_length=50) description = models.CharField(max_length=512) configuration = models.TextField() - benchmark_type = models.CharField(max_length=sum(map(lambda x: len(x) + 1, BENCHMARK_TYPES))) + benchmark_type = models.CharField(max_length=512) creation_time = models.DateTimeField() isolation = models.TextField() scalefactor = models.TextField() @@ -68,56 +168,23 @@ class ExperimentConf(models.Model): ] -FEATURED_VARS = { - 'DB2': [], - 'MYSQL': [ - re.compile(ur'innodb_buffer_pool_size', re.UNICODE | re.IGNORECASE), - re.compile(ur'innodb_buffer_pool_instances', re.UNICODE | re.IGNORECASE), - re.compile(ur'innodb_log_file_size', re.UNICODE | re.IGNORECASE), - re.compile(ur'innodb_log_buffer_size', re.UNICODE | re.IGNORECASE), - re.compile(ur'innodb_flush_log_at_trx_commit', re.UNICODE | re.IGNORECASE), - re.compile(ur'innodb_thread_concurrency', re.UNICODE | re.IGNORECASE), - re.compile(ur'innodb_file_per_table', re.UNICODE | re.IGNORECASE), - re.compile(ur'key_buffer_size', re.UNICODE | re.IGNORECASE), - re.compile(ur'table_cache', re.UNICODE | re.IGNORECASE), - re.compile(ur'thread_cache', re.UNICODE | re.IGNORECASE), - re.compile(ur'query_cache_size', re.UNICODE | re.IGNORECASE), - ], - 'POSTGRES': [], - 'ORACLE': [], - 'SQLSERVER': [], - 'SQLITE': [], - 'AMAZONRDS': [], - 'HSTORE': [], - 'SQLAZURE': [], - 'ASSCLOWN': [], - 'HSQLDB': [], - 'H2': [], - 'NUODB': [] -} +class FEATURED_PARAMS(models.Model): + db_type = models.CharField(max_length=64) + params = models.CharField(max_length=512) + +class Website_Conf(models.Model): + name = models.CharField(max_length=64) + value = models.CharField(max_length=512) + +class LEARNING_PARAMS(models.Model): + db_type = models.CharField(max_length=64) + params = models.CharField(max_length=512) + +class KNOB_PARAMS(models.Model): + db_type = models.CharField(max_length=64) + params = models.CharField(max_length=512) -LEARNING_VARS = { - 'DB2': [], - 'MYSQL': [ - re.compile(ur'innodb_buffer_pool_size', re.UNICODE | re.IGNORECASE), - re.compile(ur'innodb_buffer_pool_instances', re.UNICODE | re.IGNORECASE), - re.compile(ur'innodb_log_file_size', re.UNICODE | re.IGNORECASE), - re.compile(ur'innodb_log_buffer_size', re.UNICODE | re.IGNORECASE), - re.compile(ur'innodb_thread_concurrency', re.UNICODE | re.IGNORECASE), - ], - 'POSTGRES': [], - 'ORACLE': [], - 'SQLSERVER': [], - 'SQLITE': [], - 'AMAZONRDS': [], - 'HSTORE': [], - 'SQLAZURE': [], - 'ASSCLOWN': [], - 'HSQLDB': [], - 'H2': [], - 'NUODB': [] -} class DBConf(models.Model): DB_TYPES = sorted([ @@ -135,8 +202,7 @@ class DBConf(models.Model): 'H2', 'NUODB' ]) - - project = models.ForeignKey(Project) + application = models.ForeignKey(Application) name = models.CharField(max_length=50) description = models.CharField(max_length=512) creation_time = models.DateTimeField() @@ -173,9 +239,12 @@ class DBConf(models.Model): class Result(models.Model): - project = models.ForeignKey(Project) benchmark_conf = models.ForeignKey(ExperimentConf) db_conf = models.ForeignKey(DBConf) + + application = models.ForeignKey(Application) + creation_time = models.DateTimeField() + timestamp = models.DateTimeField() throughput = models.FloatField() avg_latency = models.FloatField() diff --git a/website/models.pyc b/website/models.pyc new file mode 100644 index 0000000..51cdd4f Binary files /dev/null and b/website/models.pyc differ diff --git a/website/settings.py b/website/settings.py new file mode 100644 index 0000000..02a87c7 --- /dev/null +++ b/website/settings.py @@ -0,0 +1,214 @@ +# Django settings for sample project. +import djcelery +from django.template import loader + +djcelery.setup_loader() + +# BasePath +BasePath = '/home/ubuntu' + +# deploy RabbitMq +BROKER_URL='amqp://guest:guest@localhost:5672//' +CELERY_TRACK_STARTED = True +TEST_RUNNER = 'django.test.runner.DiscoverRunner' +DEBUG = True + +TEMPLATES = [ + { + 'BACKEND': 'django.template.backends.django.DjangoTemplates', + 'DIRS': [ + # insert your TEMPLATE_DIRS here + # Put strings here, like "/home/html/django_templates" or "C:/www/django/templates". + # Always use forward slashes, even on Windows. + # Don't forget to use absolute paths, not relative paths. + BasePath + '/website/website/template' + ], + 'OPTIONS': { + 'context_processors': [ + # Insert your TEMPLATE_CONTEXT_PROCESSORS here or use this + # list if you haven't customized them: + 'django.contrib.auth.context_processors.auth', + 'django.template.context_processors.debug', + 'django.template.context_processors.i18n', + 'django.template.context_processors.media', + 'django.template.context_processors.static', + 'django.template.context_processors.tz', + 'django.contrib.messages.context_processors.messages', + 'django.template.context_processors.csrf', + ], + 'loaders':['django.template.loaders.filesystem.Loader', + 'django.template.loaders.app_directories.Loader', + ] , + 'debug': DEBUG, + }, + }, +] + + +ADMINS = ( + # ('Your Name', 'your_email@example.com'), +) + +MANAGERS = ADMINS + +DATABASES = { + 'default': { + 'ENGINE': 'django.db.backends.mysql', # Add 'postgresql_psycopg2', 'mysql', 'sqlite3' or 'oracle'. + 'NAME': 'websitedb', # Or path to database file if using sqlite3. + # The following settings are not used with sqlite3: + 'USER': 'zbh', #'dvanaken', + 'PASSWORD': 'zbh19950730', #'DthwboH4l4l', + 'HOST': 'localhost', # Empty for localhost through domain sockets or '127.0.0.1' for localhost through TCP. + 'PORT': '', # Set to empty string for default. + 'OPTIONS': { + 'init_command': "SET sql_mode='STRICT_TRANS_TABLES',innodb_strict_mode=1", + }, + } +} + +# Email Configuration +EMAIL_USE_TLS = True +EMAIL_HOST = '' # Add smtp server's URL +EMAIL_PORT = 587 # Add smtp server's TLS port if USE_TLS, else use SSL port +EMAIL_HOST_USER = '' # Add username for mail server account +EMAIL_HOST_PASSWORD = '' # Add mail server account's password + +# Hosts/domain names that are valid for this site; required if DEBUG is False +# See https://docs.djangoproject.com/en/1.5/ref/settings/#allowed-hosts +ALLOWED_HOSTS = [] + +# Local time zone for this installation. Choices can be found here: +# http://en.wikipedia.org/wiki/List_of_tz_zones_by_name +# although not all choices may be available on all operating systems. +# In a Windows environment this must be set to your system time zone. +TIME_ZONE = 'America/New_York' + +# Language code for this installation. All choices can be found here: +# http://www.i18nguy.com/unicode/language-identifiers.html +LANGUAGE_CODE = 'en-us' + +SITE_ID = 1 + +# If you set this to False, Django will make some optimizations so as not +# to load the internationalization machinery. +USE_I18N = True + +# If you set this to False, Django will not format dates, numbers and +# calendars according to the current locale. +USE_L10N = True + +# If you set this to False, Django will not use timezone-aware datetimes. +USE_TZ = True + +# Absolute filesystem path to the directory that will hold user-uploaded files. +# Example: "/var/www/example.com/media/" +MEDIA_ROOT = BasePath + '/website/data/media' +#MEDIA_ROOT = '/var/www/oltpbench/media/' +MEDIA_ROOT_URL = '/media/' + +# URL that handles the media served from MEDIA_ROOT. Make sure to use a +# trailing slash. +# Examples: "http://example.com/media/", "http://media.example.com/" +MEDIA_URL = '/media/' + +# Absolute path to the directory static files should be collected to. +# Don't put anything in this directory yourself; store your static files +# in apps' "static/" subdirectories and in STATICFILES_DIRS. +# Example: "/var/www/example.com/static/" +STATIC_ROOT = BasePath + '/website/data/static' + +# URL prefix for static files. +# Example: "http://example.com/static/", "http://static.example.com/" +STATIC_URL = '/static/' + +# Additional locations of static files +STATICFILES_DIRS = ( + # Put strings here, like "/home/html/static" or "C:/www/django/static". + # Always use forward slashes, even on Windows. + # Don't forget to use absolute paths, not relative paths. +) + +# List of finder classes that know how to find static files in +# various locations. +STATICFILES_FINDERS = ( + 'django.contrib.staticfiles.finders.FileSystemFinder', + 'django.contrib.staticfiles.finders.AppDirectoriesFinder', +# 'django.contrib.staticfiles.finders.DefaultStorageFinder', +) + +# Make this unique, and don't share it with anybody. +SECRET_KEY = 'xwkw(0!fae+&6t@(6uth=4c&m&sdzu%odu4#u++0-9b0o0n3=!' + +FILE_UPLOAD_DIRECTORY_PERMISSIONS = 0o644 +FILE_UPLOAD_PERMISSIONS = 0o644 + +#UPLOAD_DIR = '/var/www/oltpbench/media' +UPLOAD_DIR = BasePath + '/website/data/media' + + +MIDDLEWARE_CLASSES = ( + 'django.middleware.common.CommonMiddleware', + 'django.contrib.sessions.middleware.SessionMiddleware', + 'django.middleware.csrf.CsrfViewMiddleware', + 'django.contrib.auth.middleware.AuthenticationMiddleware', + 'django.contrib.messages.middleware.MessageMiddleware', + 'debug_toolbar.middleware.DebugToolbarMiddleware', + # Uncomment the next line for simple clickjacking protection: + # 'django.middleware.clickjacking.XFrameOptionsMiddleware', +) + +ROOT_URLCONF = 'website.urls' + +# Python dotted path to the WSGI application used by Django's runserver. +WSGI_APPLICATION = 'website.wsgi.application' + + +INSTALLED_APPS = ( + 'django.contrib.auth', + 'django.contrib.contenttypes', + 'django.contrib.sessions', + 'django.contrib.sites', + 'django.contrib.messages', + 'django.contrib.staticfiles', + 'debug_toolbar', + #'django_extensions', + # Uncomment the next line to enable the admin: + 'django.contrib.admin', + # Uncomment the next line to enable admin documentation: + # 'django.contrib.admindocs', + #'rest_framework', + #'south', + 'djcelery', + 'website', +) + +SESSION_SERIALIZER = 'django.contrib.sessions.serializers.JSONSerializer' + +# A website logging configuration. The only tangible logging +# performed by this configuration is to send an email to +# the site admins on every HTTP 500 error when DEBUG=False. +# See http://docs.djangoproject.com/en/dev/topics/logging for +# more details on how to customize your logging configuration. +LOGGING = { + 'version': 1, + 'disable_existing_loggers': False, + 'filters': { + 'require_debug_false': { + '()': 'django.utils.log.RequireDebugFalse' + } + }, + 'handlers': { + 'mail_admins': { + 'level': 'ERROR', + 'filters': ['require_debug_false'], + 'class': 'django.utils.log.AdminEmailHandler' + } + }, + 'loggers': { + 'django.request': { + 'handlers': ['mail_admins'], + 'level': 'ERROR', + 'propagate': True, + }, + } +} diff --git a/website/settings.py-SAMPLE b/website/settings.py-SAMPLE deleted file mode 100644 index 5fe6340..0000000 --- a/website/settings.py-SAMPLE +++ /dev/null @@ -1,167 +0,0 @@ -""" -Django settings for Ottertune - -""" - -# Build paths inside the project like this: os.path.join(BASE_DIR, ...) -import os -BASE_DIR = os.path.dirname(os.path.dirname(__file__)) - -# Quick-start development settings - unsuitable for production - -# SECURITY WARNING: keep the secret key used in production secret! -SECRET_KEY = '***CHANGE ME***' - -# SECURITY WARNING: don't run with debug turned on in production! -DEBUG = True - -ALLOWED_HOSTS = [] - -PROJECT_ROOT = os.path.abspath(os.path.dirname(__file__)) - -# Application definition -INSTALLED_APPS = ( - 'django.contrib.auth', - 'django.contrib.contenttypes', - 'django.contrib.sessions', - 'django.contrib.sites', - 'django.contrib.messages', - 'django.contrib.staticfiles', - 'debug_toolbar', - #'django_extensions', - # Uncomment the next line to enable the admin: - 'django.contrib.admin', - # Uncomment the next line to enable admin documentation: - # 'django.contrib.admindocs', - #'rest_framework', - #'south', - 'djcelery', - 'website', - 'celery_example', -) - -MIDDLEWARE_CLASSES = ( - 'django.middleware.common.CommonMiddleware', - 'django.contrib.sessions.middleware.SessionMiddleware', - 'django.middleware.csrf.CsrfViewMiddleware', - 'django.contrib.auth.middleware.AuthenticationMiddleware', -#'django.middleware.csrf.CsrfResponseMiddleware', - 'django.contrib.messages.middleware.MessageMiddleware', - # Uncomment the next line for simple clickjacking protection: - # 'django.middleware.clickjacking.XFrameOptionsMiddleware', -) - -ROOT_URLCONF = 'website.urls' - -WSGI_APPLICATION = 'website.wsgi.application' - -TEMPLATES = [ - { - 'DIRS': [ - os.path.join(PROJECT_ROOT, 'templates').replace('\\','/') - ], - 'BACKEND': 'django.template.backends.django.DjangoTemplates', - 'APP_DIRS': True, - 'OPTIONS': { - 'debug': True, - 'context_processors': [ - 'django.contrib.auth.context_processors.auth', - 'django.template.context_processors.debug', - 'django.template.context_processors.request', - 'django.template.context_processors.static', - 'django.template.context_processors.media', - 'django.contrib.messages.context_processors.messages', - ], - }, - }, -] - -# Database - -DATABASES = { - 'default': { - 'ENGINE': 'django.db.backends.mysql', - 'NAME': 'ottertune', - 'USER': '***CHANGEME***', - 'PASSWORD': '***CHANGEME***', - 'PORT': '3306', - } -} - -# Internationalization - -# Local time zone for this installation. Choices can be found here: -# http://en.wikipedia.org/wiki/List_of_tz_zones_by_name -# although not all choices may be available on all operating systems. -# In a Windows environment this must be set to your system time zone. -TIME_ZONE = 'America/New_York' - -# Language code for this installation. All choices can be found here: -# http://www.i18nguy.com/unicode/language-identifiers.html -LANGUAGE_CODE = 'en-us' - -# If you set this to False, Django will make some optimizations so as not -# to load the internationalization machinery. -USE_I18N = True - -# If you set this to False, Django will not format dates, numbers and -# calendars according to the current locale. -USE_L10N = True - -# If you set this to False, Django will not use timezone-aware datetimes. -USE_TZ = True - - -FILE_UPLOAD_DIRECTORY_PERMISSIONS = 0o644 -FILE_UPLOAD_PERMISSIONS = 0o644 - -#UPLOAD_DIR = '/var/www/oltpbench/media' -UPLOAD_DIR = '/Users/zhangbohan/.git/website/data/media' - - -# Static files (CSS, JavaScript, Images) -STATICFILES_DIRS = ( - os.path.join(PROJECT_ROOT, "static"), -) -STATIC_URL = '/static/' - - -# A website logging configuration. The only tangible logging -# performed by this configuration is to send an email to -# the site admins on every HTTP 500 error when DEBUG=False. -# See http://docs.djangoproject.com/en/dev/topics/logging for -# more details on how to customize your logging configuration. -LOGGING = { - 'version': 1, - 'disable_existing_loggers': False, - 'filters': { - 'require_debug_false': { - '()': 'django.utils.log.RequireDebugFalse' - } - }, - 'handlers': { - 'mail_admins': { - 'level': 'ERROR', - 'filters': ['require_debug_false'], - 'class': 'django.utils.log.AdminEmailHandler' - } - }, - 'loggers': { - 'django.request': { - 'handlers': ['mail_admins'], - 'level': 'ERROR', - 'propagate': True, - }, - } -} - - -# CELERY SETTINGS -import djcelery -djcelery.setup_loader() - -BROKER_HOST = "localhost" -BROKER_PORT = 5672 -BROKER_USER = "CHANGEME" -BROKER_PASSWORD = "CHANGE" -BROKER_VHOST = "/" diff --git a/website/settings.pyc b/website/settings.pyc new file mode 100644 index 0000000..d6d3b85 Binary files /dev/null and b/website/settings.pyc differ diff --git a/website/static/js/jquery-1.7.2.min.js b/website/static/js/jquery-1.7.2.min.js new file mode 100755 index 0000000..93adea1 --- /dev/null +++ b/website/static/js/jquery-1.7.2.min.js @@ -0,0 +1,4 @@ +/*! jQuery v1.7.2 jquery.com | jquery.org/license */ +(function(a,b){function cy(a){return f.isWindow(a)?a:a.nodeType===9?a.defaultView||a.parentWindow:!1}function cu(a){if(!cj[a]){var b=c.body,d=f("<"+a+">").appendTo(b),e=d.css("display");d.remove();if(e==="none"||e===""){ck||(ck=c.createElement("iframe"),ck.frameBorder=ck.width=ck.height=0),b.appendChild(ck);if(!cl||!ck.createElement)cl=(ck.contentWindow||ck.contentDocument).document,cl.write((f.support.boxModel?"":"")+""),cl.close();d=cl.createElement(a),cl.body.appendChild(d),e=f.css(d,"display"),b.removeChild(ck)}cj[a]=e}return cj[a]}function ct(a,b){var c={};f.each(cp.concat.apply([],cp.slice(0,b)),function(){c[this]=a});return c}function cs(){cq=b}function cr(){setTimeout(cs,0);return cq=f.now()}function ci(){try{return new a.ActiveXObject("Microsoft.XMLHTTP")}catch(b){}}function ch(){try{return new a.XMLHttpRequest}catch(b){}}function cb(a,c){a.dataFilter&&(c=a.dataFilter(c,a.dataType));var d=a.dataTypes,e={},g,h,i=d.length,j,k=d[0],l,m,n,o,p;for(g=1;g
| t |
Name: |
+ {{ application.name }} | +
Project: |
+ {{ project.name}} | +
Description: |
+ {{ application.description|linebreaks }} | +
Upload code: |
+ {{ application.upload_code }} | +
Creation time: |
+ {{ application.creation_time }} | +
Last update: |
+ {{ application.last_update }} | +
| + | + | + | + | + | + |
|---|
ID: |
+ {{ id }} | +
Project: |
+ {{ result.application.project.name|linebreaks }} | +
Applications: |
+ {{result.application.name}} |
+
Start time: |
+ {{ task.creation_time }} | +
Running time: |
+ {{ time }} seconds | +
Time Limit: |
+ {{ limit }} seconds | +
Status: |
+ {{ task.status }} | +
Traceback: |
+ {{ task.traceback }} | +
Result: |
+ Download | +
Name: |
+ {{ project.name }} | +
Description: |
+ {{ project.description|linebreaks }} | +
Applications: |
+ + |
Creation time: |
+ {{ project.creation_time }} | +
Last update: |
+ {{ project.last_update }} | +