|
| 1 | +{ |
| 2 | + "what-is-iae": [ |
| 3 | + "what is analytics engine", |
| 4 | + "whats the analytic engine service", |
| 5 | + "what service does hadoop analytics", |
| 6 | + "manage lifecycle for spark clusters", |
| 7 | + "what service uses hadoop " |
| 8 | + ], |
| 9 | + "difference-iae-cluster-and-hadoop": [ |
| 10 | + "what is the difference between hadoop and spark", |
| 11 | + "the differences between spark and hadoop for AE", |
| 12 | + "overview of hadoop architecture in analytics engine", |
| 13 | + "difference between clusters for hadoop and spark", |
| 14 | + "how are storage and compute different in spark and hadoop" |
| 15 | + ], |
| 16 | + "getting-started-with-iae": [ |
| 17 | + "how do I get started with spark", |
| 18 | + "getting started with hadoop", |
| 19 | + "start working with analytics engine", |
| 20 | + "how do I use analytics engine", |
| 21 | + "learn more about analytics engine", |
| 22 | + "get started using IBM Analytics Engine", |
| 23 | + "where can I find a spark tutorial" |
| 24 | + ], |
| 25 | + "distribution": [ |
| 26 | + "what distribution is used in analytics engine", |
| 27 | + "what distribution analytics engine is using", |
| 28 | + "distribution is spark using in analytics engine", |
| 29 | + "distribution is hdp using", |
| 30 | + "distibution used by analytics engine" |
| 31 | + ], |
| 32 | + "supported-hdp-components": [ |
| 33 | + "hadoop components are used in analytics engine", |
| 34 | + "hdp components", |
| 35 | + "analytics engine uses what components of hadoop", |
| 36 | + "what are version of hdp is used in anaytics engine", |
| 37 | + "hadoop version in analytics engine", |
| 38 | + "HDP components supported by Analytics Engine" |
| 39 | + ], |
| 40 | + "node-sizes": [ |
| 41 | + "what node size does analytics engine use", |
| 42 | + "how do I find the node size used in analytics engine", |
| 43 | + "hdp node sizes", |
| 44 | + "what are the supported node sizes for spark", |
| 45 | + "currently supported analytics engine node sizes", |
| 46 | + "analytics engine list of supported node sizes" |
| 47 | + ], |
| 48 | + "hdfs-space": [ |
| 49 | + "there so little space on hadoop clusters", |
| 50 | + "how much space do I have in my analytics engine cluster", |
| 51 | + "data is taking up all the space in my analytics engine cluster", |
| 52 | + "HDFS space so small in analytics engine", |
| 53 | + "free up space in my cluster in analytics engine", |
| 54 | + "so little HDFS space on the clusters", |
| 55 | + "my hdfs is full" |
| 56 | + ], |
| 57 | + "number-of-clusters": [ |
| 58 | + "how many clusters can I have in hadoop", |
| 59 | + "number of hdp clusters", |
| 60 | + "limit to the number of clusters you can spin up in Analytics Engine", |
| 61 | + "spin up a new cluster in analytics engine", |
| 62 | + "max number of clusters I can have in hadoop", |
| 63 | + "max amount of clusters in hadoop" |
| 64 | + ], |
| 65 | + "free-usage": [ |
| 66 | + "want to try hadoop for free", |
| 67 | + "analytics engine free plan", |
| 68 | + "what account do I need to do a free trial of anaytics engine", |
| 69 | + "free usage tier to try IBM Analytics Engine", |
| 70 | + "what are the requirements for a free usage of hdp", |
| 71 | + "ue analytics engine for free", |
| 72 | + "do I get a credit when I upgrade from my free ibm analytics engine account", |
| 73 | + "can I test analytics engine without paying" |
| 74 | + ], |
| 75 | + "lite-plan": [ |
| 76 | + "what do I get in the analytics engine lite plan", |
| 77 | + "what requirements are there for the hdp lite plan", |
| 78 | + "am I eligible for the analytics engine light plan", |
| 79 | + "lite plan for analytics engine", |
| 80 | + "what's included in spark lite plan", |
| 81 | + "is there a time limit for the ae lite plan" |
| 82 | + ], |
| 83 | + "service-maintenance": [ |
| 84 | + "analytics engine service down for maintenance?", |
| 85 | + "scheduled maintanance will affect my hadoop cluster?", |
| 86 | + "provisioning affected by the scheduled maintenance in ae?", |
| 87 | + "be notified about maintenance for iae?", |
| 88 | + "maintainence notifications for analytics engine" |
| 89 | + ], |
| 90 | + "cos-in-iae": [ |
| 91 | + "cloud object storage included with iae", |
| 92 | + "cos included with analytics engine", |
| 93 | + "why don't I have object storage with IBM analytics engine", |
| 94 | + "need to buy cos separtely from iae", |
| 95 | + "Cloud Object Storage included in Analytics Engine", |
| 96 | + "what is included in iae", |
| 97 | + "analytics engine also include COS" |
| 98 | + ], |
| 99 | + "cos-in-hadoop": [ |
| 100 | + "can I use cos instead of hdfs in analytics engine", |
| 101 | + "is the hdfs api compatible with cloud object storage", |
| 102 | + "is cos supported by hadoop", |
| 103 | + "easy to substitude cos for hdfs in iae", |
| 104 | + "difference between hdfs and cos for analytics engine" |
| 105 | + ], |
| 106 | + "account-error": [ |
| 107 | + "what other components should I consider when designing a solution using ibm analytics engine", |
| 108 | + "what other components should I use with hadoop", |
| 109 | + "besides cos and spark, what components should I use", |
| 110 | + "what database should I use with iae", |
| 111 | + "how should I persist my data in analytics engine", |
| 112 | + "should I use an rdb to store my hive metadata with iae", |
| 113 | + "how can I reuse my data in analytics engine", |
| 114 | + "what database compatible with iae" |
| 115 | + ], |
| 116 | + "size-cluster": [ |
| 117 | + "how should I size my hadoop cluster", |
| 118 | + "what size should my iae cluster be", |
| 119 | + "consider when sizing my analytics engine cluster", |
| 120 | + "sizing considerations for analytics engine", |
| 121 | + "best practice for cluster sizing in analytic engine", |
| 122 | + "using spark and cos, what size should my cluster be", |
| 123 | + "what should be my cluster size compared to my data in iae" |
| 124 | + ], |
| 125 | + "design-multiple-envs": [ |
| 126 | + "design and size multiple environments for different purposes in iae", |
| 127 | + "have multiple analytics engine environments", |
| 128 | + "considerations when creating multiple iae environments", |
| 129 | + "can development environment for hadoop be different from my prod env", |
| 130 | + "multiple hadoop clusters, must they all be running to access my data", |
| 131 | + "must multiple hadoop clusters use separate environments", |
| 132 | + "how does my cos affect multiple spark environemnts" |
| 133 | + ], |
| 134 | + "user-management": [ |
| 135 | + "how is user management done in iae", |
| 136 | + "how do I manage users in analytics engine", |
| 137 | + "tools are available for different users in hadoop", |
| 138 | + "user management done across clusters in analytics engine", |
| 139 | + "add more users to my cluster in AE", |
| 140 | + "add additional user to analytic engine cluster" |
| 141 | + ], |
| 142 | + "enforce-data-access-control": [ |
| 143 | + "how is data access control enforced in iae", |
| 144 | + "acl details analytics engine", |
| 145 | + "control access to my data in hadoop", |
| 146 | + "how does my cos access effect my iae cluster", |
| 147 | + "access control lists in analytics engine", |
| 148 | + "data access control within analytics engine", |
| 149 | + "acl for hdfs" |
| 150 | + ], |
| 151 | + "run-cluster-job-long": [ |
| 152 | + "can I run a cluster or job for a long time in iae", |
| 153 | + "requirements for job length in hadoop", |
| 154 | + "cluster job restrictions in analytics engine", |
| 155 | + "HDFS as persistent storage for analytics engine", |
| 156 | + "will data be lost if a long running job fails in iae", |
| 157 | + "use HDFS as a persistent store" |
| 158 | + ], |
| 159 | + "iae-with-other-services": [ |
| 160 | + "can I write iae data to db2 warehouse", |
| 161 | + "other services integrated with iae", |
| 162 | + "an other services be integrated with analytics engine", |
| 163 | + "can I integrate db2 warehouse with hadoop", |
| 164 | + "service integration in analytics engine" |
| 165 | + ], |
| 166 | + "iae-ws": [ |
| 167 | + "can I push watson studio jobs to analytics engine", |
| 168 | + "how is iae integrated with watson studio", |
| 169 | + "how do I run a watson studio notebook on my iae data", |
| 170 | + "can I use studio with spark", |
| 171 | + "intergration of watson studio with analytics engine" |
| 172 | + ], |
| 173 | + "kafka-4-data-ingestion": [ |
| 174 | + "can I use kafka for data ingestion into iae", |
| 175 | + "can I use message hub for analytics engine data ingestion", |
| 176 | + "ingest data from cos into iae using kafka", |
| 177 | + "use message hub to ingest spark data", |
| 178 | + "cos data ingestion with kafka for analytics engine" |
| 179 | + ], |
| 180 | + "acid-4-hive": [ |
| 181 | + "can I set acid properties for hive in iae", |
| 182 | + "hive attributes for analytics engine clusters", |
| 183 | + "considerations for acid for hadop clusters", |
| 184 | + "hive cluster attributes iae", |
| 185 | + "set ACID properties for Hive " |
| 186 | + ], |
| 187 | + "time-4-cluster-2-start": [ |
| 188 | + "how much time does it take for an iae cluster to start", |
| 189 | + "my anaytics engine cluster is taking a long time to start", |
| 190 | + "how do I check on the status starting my spark cluster", |
| 191 | + "hadoop cluster start too long", |
| 192 | + "why is my cluster taking so long to start spark hadoop", |
| 193 | + "how long does it take for the spark cluster to get started for analytics engine" |
| 194 | + ], |
| 195 | + "how-access-cluster": [ |
| 196 | + "how can I access my hadoop cluster", |
| 197 | + "don't know how to access my spark cluster", |
| 198 | + "accessing clusters for analytics engine", |
| 199 | + "cluster access for analytics engine", |
| 200 | + "having a problem accessing my iae cluster", |
| 201 | + "what api can I use to access my analytics engine cluster", |
| 202 | + "use the console to access the spark cluster" |
| 203 | + ], |
| 204 | + "get-data-on-cluster": [ |
| 205 | + "tools can I use to get data on my hadoop cluster", |
| 206 | + "se streaming for my spark cluster", |
| 207 | + "read data to a cluster for processing in AE", |
| 208 | + "what are the recommendations to get data to my iae cluster", |
| 209 | + "how to get cos data onto hadoop", |
| 210 | + "process my data directly on the cluster, how do I get it there" |
| 211 | + ], |
| 212 | + "how-2-configure-cluster": [ |
| 213 | + "configure my spark cluster", |
| 214 | + "tell me the configuration steps for my iae cluster", |
| 215 | + "what tool do I use to configure my cluster for spark", |
| 216 | + "use the ambari console to configure hadoop", |
| 217 | + "cluster configuration for analytics engine", |
| 218 | + "customize a cluster in AE", |
| 219 | + "use configuration scripts for iae" |
| 220 | + ], |
| 221 | + "root-access": [ |
| 222 | + "does iae give me root access", |
| 223 | + "need analytics engine root access", |
| 224 | + "want to sudo to my spark cluster", |
| 225 | + "why don't I have root access to hadoop", |
| 226 | + "users have root access in analytics engine", |
| 227 | + "can I change config to get root access to iae", |
| 228 | + "users have sudo access in analytics engine" |
| 229 | + ], |
| 230 | + "istall-hadoop-stack": [ |
| 231 | + "can I install my own hadoop components", |
| 232 | + "want to install other components on hadoop", |
| 233 | + "installing my own Hadoop stack component", |
| 234 | + "what hadoop components can I install", |
| 235 | + "install ambari hadoop stack", |
| 236 | + "can I modify the hadoop ecosystem" |
| 237 | + ], |
| 238 | + "third-party-packages": [ |
| 239 | + "can I install third party packages on iae", |
| 240 | + "how do I install 3rd party packages in analytics engine", |
| 241 | + "need sudo to install R on iae", |
| 242 | + "use customization scripts to install libraries on iae", |
| 243 | + "nstall python on my spark cluster" |
| 244 | + ], |
| 245 | + "monitor-cluster": [ |
| 246 | + "how can I monitor my hadoop cluster", |
| 247 | + "configure alerts on spark", |
| 248 | + "tell me about the ambari metrics alerts", |
| 249 | + "can I monitor ambari in iae", |
| 250 | + "how to monitor the hadoop cluster" |
| 251 | + ], |
| 252 | + "scale-cluster": [ |
| 253 | + "how do I scale my hadoop cluster", |
| 254 | + "how to scale a cluster in analytics engine", |
| 255 | + "will adding nodes to spark scale my cluster", |
| 256 | + "how do I add nodes to my iae cluster using cli", |
| 257 | + "scale my analytics engine cluster using the api", |
| 258 | + "iae ui be used to add nodes to my cluster" |
| 259 | + ], |
| 260 | + "scale-while-jobs-run": [ |
| 261 | + "can I scale my iae cluster while jobs are running", |
| 262 | + "need to wait until my jobs finish before adding nodes to my hadoop cluster", |
| 263 | + "use the UI to add nodes to spark when jobs are running", |
| 264 | + "will nodes I add be used by a running process on hadoop", |
| 265 | + "add nodes to my cluster when running in AE" |
| 266 | + ], |
| 267 | + "adjust-resource-allocation-interactive-app": [ |
| 268 | + "adjust resource allocation in a spark interactive app", |
| 269 | + "can spark app resources be adusted", |
| 270 | + "change the kernel while large spark jobs are running", |
| 271 | + "how to tune resources when spark job running", |
| 272 | + "increase performance for my spark job", |
| 273 | + "my spark container is too small", |
| 274 | + "get the maximum performance for my spark job" |
| 275 | + ], |
| 276 | + "dev-ops": [ |
| 277 | + "does ibm monitor my iae services", |
| 278 | + "does the ibm ops team keep my jobs running", |
| 279 | + "do you manage all my analttics engine instances", |
| 280 | + "what does iae operations team do", |
| 281 | + "what tools can I use to manage my spark cluster", |
| 282 | + "who ensures my jobs are running in iae" |
| 283 | + ], |
| 284 | + "job-log-files": [ |
| 285 | + "where are my spark log files", |
| 286 | + "how can I access my hadoop logs", |
| 287 | + "log file location for analytics engine", |
| 288 | + "can I use the ambari console to see my analytics engine logs", |
| 289 | + "view log files in analytics engine", |
| 290 | + "where are my logs stored on my hadoop cluster", |
| 291 | + "check the logs for an error in iae" |
| 292 | + ], |
| 293 | + "debug-hive-query": [ |
| 294 | + "how can I debug a hive query on iae", |
| 295 | + "hive query error on hadoop", |
| 296 | + "hive query debug for analytics engine", |
| 297 | + "see the hive query logs in spark", |
| 298 | + "turn on hive query loggin in analytics engine", |
| 299 | + "debugging a Hive query in AE" |
| 300 | + ], |
| 301 | + "supported-encryption": [ |
| 302 | + "what type of encryption is supported in iae", |
| 303 | + "is cos encrypted at rest on analytics engine", |
| 304 | + "is data on the public ports encrypted for hadoop", |
| 305 | + "does cos encrypt data for iae", |
| 306 | + "can I transfer encrypted data between cos and iae" |
| 307 | + ], |
| 308 | + "open-ports": [ |
| 309 | + "iae public ports", |
| 310 | + "what are the public facing ports for analytics engine", |
| 311 | + "what is the ambari console port", |
| 312 | + "what is the analytics engine public ssh port", |
| 313 | + "list ports for iae" |
| 314 | + ], |
| 315 | + "kernel-state-busy": [ |
| 316 | + "jupyter kernel busy analytic engine", |
| 317 | + "waiting spark session analytic engine", |
| 318 | + "Waiting for a Spark session to start error", |
| 319 | + "notebook kernel is in busy state but no code running", |
| 320 | + "iae obtaining spark session", |
| 321 | + "Obtaining Spark session error", |
| 322 | + "code running busy state iae", |
| 323 | + "initializing kernel analytics engine" |
| 324 | + ], |
| 325 | + "no-access-cluster-management": [ |
| 326 | + "no access cluster manaement page analytics engine", |
| 327 | + "access rights iae cluster", |
| 328 | + "aren't authorized to access the cluster manaement page for analytics engine", |
| 329 | + "can't access cluster analytics engine", |
| 330 | + "cant access the cluster manaement page for analytics engine", |
| 331 | + "privilege to access cluster iae", |
| 332 | + "not authorized error iae cluster mgmt" |
| 333 | + ], |
| 334 | + "no-cluster-for-instance": [ |
| 335 | + "iae no cluster for my service", |
| 336 | + "no cluster error analytics engine", |
| 337 | + "associate cluster analytics engine service", |
| 338 | + "No cluster is associated with Analytics Engine ", |
| 339 | + "cluster has not been provision for analytics engine", |
| 340 | + "cluster not provisioned iae", |
| 341 | + "timeout cluster ibm analytics engine" |
| 342 | + ], |
| 343 | + "tracing-in-cli": [ |
| 344 | + "enable command line tracing iae", |
| 345 | + "cli tracing analytics engine", |
| 346 | + "turn on tracing in the CLI for analytics engine", |
| 347 | + "env variable to for tracing cli analytics engine", |
| 348 | + "trace for debug analytics engine", |
| 349 | + "trace output environment variable iae" |
| 350 | + ], |
| 351 | + "no-cluster-endpoint": [ |
| 352 | + "no cluster endpoint error iae", |
| 353 | + "set cluster endpoint analytics engine", |
| 354 | + "setting the cluster endpoint in AE", |
| 355 | + "attach to cluster analytics engine", |
| 356 | + "ae endpoint set", |
| 357 | + "cli talk to cluster analytics engine" |
| 358 | + ], |
| 359 | + "log-locations-on-cluster": [ |
| 360 | + "find logs iae cluster", |
| 361 | + "log location analytics engine", |
| 362 | + "log file locations for analytics engine", |
| 363 | + "jupyter logs analytics engine", |
| 364 | + "find hive logs cluster location iae", |
| 365 | + "apache spark hadoop logs query analytics engine" |
| 366 | + ], |
| 367 | + "hive-cos-troubleshooting": [ |
| 368 | + "hive cos config iae", |
| 369 | + "cloud object storage configuration not detected iae", |
| 370 | + "updates to Cloud Object Storage configuration not detected for Hive", |
| 371 | + "hive hmac config error analytics engine", |
| 372 | + "changes to configuring COS not detected for Hive", |
| 373 | + "update config cos for hive ae", |
| 374 | + "update config not recognized iae hive cos" |
| 375 | + ], |
| 376 | + "working-with-hive-hive-metastore-can-t-be-started-on-newly-created-cluster": [ |
| 377 | + "can't start hive iae", |
| 378 | + "hive metastore not starting analytics engine", |
| 379 | + "error postgresql hive iae", |
| 380 | + "ERROR :relation \"BUCKETING_COLS\" already exists iae", |
| 381 | + "postgresql hive database error bucket", |
| 382 | + "Hive metastore can't be started ", |
| 383 | + "Hive metastore isn't starting" |
| 384 | + ] |
| 385 | +} |
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