Introduction to RheaKV
RheaKV is a lightweight, distributed, and embedded KV storage library, which is included in the JRaft project as a submodule.
Features
- Embedded: RheaKV is embedded in applications in the form of Jar files.
- Strong consistency: RheaKV ensures data reliability and consistency based on the multi-raft distributed consensus protocol.
- Self-driven (not fully implemented at present): RheaKV supports automatic diagnosis, optimization, decision making, and recovery.
- Monitorable: RheaKV automatically reports meta information and state information by node to the PD.
- Basic APIs: get, put, and delete; cross-region APIs: scan, batch put, and distributed lock.
Architecture design
Terms and definitions
- PD: The global central master node that is responsible for scheduling the entire cluster. A PD server can manage multiple clusters, with each of them isolated by clusterId. The PD server requires separate deployment. Actually, many scenarios do not need automatic cluster management, and RheaKV does not support PD.
- Store: A physical storage node within a cluster. A store may contain one or more regions.
- Region: The minimal KV data unit. Each region can be understood as a database partition or database shard, and has a left closed and right open interval [startKey, endKey).
Storage design
- The storage layer adopts a pluggable design and supports both MemoryDB and RocksDB currently:
- MemoryDB is implemented based on ConcurrentSkipListMap and provides better performance. However, its independent storage capacity is restricted by the memory.
- RocksDB is suitable for scenarios with large data volumes, because its storage capacity is only restricted by the disk.
- Strong data consistency is ensured. RheaKV synchronizes data to other replicas with the help of JRaft, and each data change is recorded as a Raft log entry. The log replication feature of Raft ensures all data is securely and reliably synchronized to all nodes within the same Raft group.
Scenarios
- Lightweight state/meta information storage and cluster synchronization
- Distributed lock service
API description
Generally, RheaKV APIs are divided into two types: synchronous APIs and asynchronous APIs. Methods whose names start with letter b (block) are synchronous blocking APIs, and the rest are asynchronous APIs. All asynchronous APIs return the same CompletableFuture
parameter. The read method may contain another important parameter, that is readOnlySafe. When this parameter is set to true, linearizable read is supported. Read methods that do not contain this parameter provide linearizable read by default.
get
CompletableFuture<byte[]> get(final byte[] key);
CompletableFuture<byte[]> get(final String key);
CompletableFuture<byte[]> get(final byte[] key, final boolean readOnlySafe);
CompletableFuture<byte[]> get(final String key, final boolean readOnlySafe);
byte[] bGet(final byte[] key);
byte[] bGet(final String key);
byte[] bGet(final byte[] key, final boolean readOnlySafe);
byte[] bGet(final String key, final boolean readOnlySafe);
- For String type input parameters, RheaKV provides more efficient UTF-8 String encoder/decoder APIs for internal use. If the business key is String, we recommend that you directly use the API of the String parameter.
- If linearizable read is not required, you can set the readOnlySafe parameter to false. Then the load balancer will make on-premises calls with priority. If the required service is not available locally, the load balancer will poll a remote server to send read requests.
multiGet
CompletableFuture<Map<ByteArray, byte[]>> multiGet(final List<byte[]> keys);
CompletableFuture<Map<ByteArray, byte[]>> multiGet(final List<byte[]> keys, final boolean readOnlySafe);
Map<ByteArray, byte[]> bMultiGet(final List<byte[]> keys);
Map<ByteArray, byte[]> bMultiGet(final List<byte[]> keys, final boolean readOnlySafe);
- The multiGet API supports cross-region query. RheaKV automatically works out the region of each key internally, initiates parallel calls, and then combines the query results.
- To place the byte[] in HashMap, we use a workaround to make the key of Map in the return value as a ByteArray object, which can be considered as a wrapper of byte[].  Their ranges are left closed and right open intervals as[StartKey, endKey)
- The difference between iterator and scan is that iterator can be considered a lazy mode. When calling the
HasNext ()
method, it triggers the data request operation only when no data is available in the local buffer (bufSize is the buffer size). - The scan API supports cross-region scanning. RheaKV automatically works out all regions covered by the range between the
StartKey
and theEndKey
, and initiates parallel calls. The process is slow if regions that contain large amounts of data are to be scanned. Bear in mind that you should avoid scanning too many regions at one time. startKey
can be set to null, which indicates minStartKey.endKey
can also be set to null, which indicates maxEndKey. However, as mentioned above, you should avoid large-range queries.
getSequence & resetSequence
// Get sequence
CompletableFuture<Sequence> getSequence(final byte[] seqKey, final int step);
CompletableFuture<Sequence> getSequence(final String seqKey, final int step);
Sequence bGetSequence(final byte[] seqKey, final int step);
Sequence bGetSequence(final String seqKey, final int step);
// Reset sequence
CompletableFuture<Boolean> resetSequence(final byte[] seqKey);
CompletableFuture<Boolean> resetSequence(final String seqKey);
Boolean bResetSequence(final byte[] seqKey);
Boolean bResetSequence(final String seqKey);
- You can call the
getSequence
method to get a globally monotonically increasing sequence. For example, if the step is 10, the request result will be [n, n + 10), which is a left-closed and right-open interval. Sequence data is stored separately from common key-value data. Therefore, it cannot be deleted by common APIs, and you do not have to worry about sequence data being deleted by mistake. Sequence data can be reset manually by using the resetSequence method, which is described next. - Note that generally we do not recommend that you use the
resetSequence
methods. They are provided to help you manually reset sequence data in unexpected events.
put
CompletableFuture<Boolean> put(final byte[] key, final byte[] value);
CompletableFuture<Boolean> put(final String key, final byte[] value);
Boolean bPut(final byte[] key, final byte[] value);
Boolean bPut(final String key, final byte[] value);
- This API is provided in all KV systems. For more information about the string-type input parameters, see description of the get API.
getAndPut
CompletableFuture<byte[]> getAndPut(final byte[] key, final byte[] value);
CompletableFuture<byte[]> getAndPut(final String key, final byte[] value);
byte[] bGetAndPut(final byte[] key, final byte[] value);
byte[] bGetAndPut(final String key, final byte[] value);
- This API provides the atomic semantics of “getting the old value and putting the new value.” For more information about the string-type input parameters, see description of the get API.
merge
CompletableFuture<Boolean> merge(final String key, final String value);
Boolean bMerge(final String key, final String value);
- Currently, the merge API only supports String-type operations.
- This API provides an atomic merge operation for the use in scenarios that require the initial use of the get API and then the put API. The following code shows how it works.
// Writing aa under key
db.put("key", "aa");
// Writing bb under key
db.merge("key", "bb");
assertThat(db.get("key")).isEqualTo("aa,bb");
batch put
CompletableFuture<Boolean> put(final List<KVEntry> entries);
boolean bPut(final List<KVEntry> entries);
- This API supports cross-region operations. RheaKV automatically works out the regions of each key internally and initiates parallel calls.
- Note that this operation cannot provide a transaction guarantee for the time being. It can not guarantee “all successful or all failed”. However, RheaKV supports failover retries to reduce the chances of this situation occurring.
putIfAbsent
CompletableFuture<byte[]> putIfAbsent(final byte[] key, final byte[] value);
CompletableFuture<byte[]> putIfAbsent(final String key, final byte[] value);
byte[] bPutIfAbsent(final byte[] key, final byte[] value);
byte[] bPutIfAbsent(final String key, final byte[] value);
- This API provides the atomic semantics: If the key does not exist, put the key. If the key already exists, return only the existing value.
delete
CompletableFuture<Boolean> delete(final byte[] key);
CompletableFuture<Boolean> delete(final String key);
Boolean bDelete(final byte[] key);
Boolean bDelete(final String key);
- This API deletes the value associated with a specified key.
deleteRange
CompletableFuture<Boolean> deleteRange(final byte[] startKey, final byte[] endKey);
CompletableFuture<Boolean> deleteRange(final String startKey, final String endKey);
boolean bDeleteRange(final byte[] startKey, final byte[] endKey);
boolean bDeleteRange(final String startKey, final String endKey);
- This API deletes all data of keys that fall in the range
[startKey, endKey)
. Note that this range is a left-closed and right-open interval, which means it does not include theendKey.
- This API also supports cross-region deletion. RheaKV automatically works out the regions covered by the key range, and initiate parallel calls. Bear in mind that this is a dangerous operation, and you should use it with caution.
execute
CompletableFuture<Boolean> execute(final long regionId, final NodeExecutor executor);
Boolean bExecute(final long regionId, final NodeExecutor executor);
- This is the only API that is irrelevant to storage. NodeExecutor can perform some operations, for example updating the cache of the current node. Calling this API ensures all nodes in the cluster execute this executor.
- This API is not directly available in RheaKVStore. If you need to use it, force switch to
DefaultRheaKVStore.
DistributedLock
DistributedLock<byte[]> getDistributedLock(final byte[] target, final long lease, final TimeUnit unit);
DistributedLock<byte[]> getDistributedLock(final String target, final long lease, final TimeUnit unit);
DistributedLock<byte[]> getDistributedLock(final byte[] target, final long lease, final TimeUnit unit,
final ScheduledExecutorService watchdog);
DistributedLock<byte[]> getDistributedLock(final String target, final long lease, final TimeUnit unit,
final ScheduledExecutorService watchdog);
This API gets a distributed lock instance. distributedLock of RheaKV implements reentrantlock, automatic lease renewal, and fencing token.
target: You can consider the target as the key of a distributed lock, which must be unique for different locks. However, locks are stored separately from other KV data. Therefore, you only need to ensure the uniqueness of the keys within the “lock space”.
lease: This API must contain a lease of the lock. If watchdog is empty, the lock will be automatically released upon expiration. In other words, the lease without a watchdog is a timeout.
watchdog: an automatic renewal scheduler, which must be created and destroyed by the user. The framework is not responsible for the life cycle management of the watchdog. If watchdog is not empty, it will periodically (taking 2⁄3 of the lease as a cycle) renew the lease of the current lock until the user releases the lock (unlock).
Note that: distributedLock is a reentrantlock, and therefore
lock ()
andunlock ()
must appear in pairs. For example, whenlock ()
appears twice, butunlock ()
appears only once, you cannot unlock it.For more information about the string-type input parameters, see the description of the get API.
boolean tryLock(final byte[] ctx)
contains a ctx input parameter, which is used as the custom context data of the current lock requester. If it acquires the lock, other threads and processes will be able to see its ctx.The following pseudocode shows how it is used in a simple case:
DistributedLock<T> lock = ...;
if (lock.tryLock()) {
try {
// manipulate protected state
} finally {
lock.unlock();
}
} else {
// perform alternative actions
}
Note: Here is another important method long getFencingToken()
. When a client acquires a lock, it can call this method to get the fencing token of the lock. A fencing token is simply a number that increases every time a client acquires the lock. The fencing token can be used to solve the following problem.
Figure source: http://martin.kleppmann.com/2016/02/08/how-to-do-distributed-locking.html
Quick start
Startup yaml file configuration
##RheaKVStoreOptions
---
# To connect to a PD, you need a clusterID. The PD isolates different services by clusterId. You can skip this step in the no-PD mode.
clusterId: 1
# Each store node contains one or more Raft groups. This field is the name prefix of all Raft group. All Raft group names must follow the prefix.
# [clusterName-regionId] naming rule
clusterName: rhea_test
# PD-related option settings
placementDriverOptions:
# Set fake to true, which means the cluster will be started in the no-PD mode. In the no-PD mode, the cluster does not have the automatic management ability, and all settings are based on this initial configuration file.
fake: true
# store node-related option settings
storeEngineOptions:
rocksDBOptions:
# Specify whether to use synchronous flush. Default value: true. Asynchronous flush provides better performance, but it has the risk of data loss in the case of server power outage.
sync: true
# Specify the KV data storage directory
dbPath: rhea_db/
# Specify the Raft log storage directory
raftDataPath: rhea_raft/
serverAddress:
# Specify the local host. The local host name is automatically acquired by default. You can also set it by yourself.
ip: <IP_ADDRESS>
# Required. It specifies the listener port provided by the storage layer for the RPC service.
port: 8181
# Specify the list of addresses of nodes in the cluster
initialServerList: <IP_ADDRESS>:8181,<IP_ADDRESS>:8182,<IP_ADDRESS>:8183
# Specify whether to read data only from the leader node. Default value: true. If follower nodes can ensure linearizable reads, you can set it to false. However, if a follower node is far behind the leader at the time of data synchronization,
reading data from this node will cause the request to time out. Then the RheaKV client's failover logic is triggered to read data form the leader node. This causes a rather long read request delay.
onlyLeaderRead: true
# RPC-related option settings
# rpcOptions:
# Specify the number of retry attempts after a failure
failoverRetries: 2
Startup code
final ObjectMapper mapper = new ObjectMapper(new YAMLFactory());
final RheaKVStoreOptions opts = mapper.readValue(new File("rheakv_conf"), RheaKVStoreOptions.class);
final RheaKVStore rheaKVStore = new DefaultRheaKVStore();
if (rheaKVStore.init(opts)) {
rheaKVStore.bPut("hello", "hello world!!!")
byte[] bytesVal = rheaKVStore.get("hello");
System.out.println(new String(bytesVal);
// ...
// Have fun !!!
}
In addition to configuring startup options based on the yaml file, RheaKV also provides a series of XXXConfigured classes to help you set the configuration parameters of RheaKV. For more information about the examples, see the demo of the JRaft-example module.
Core design
Internal process procedure of the KV module
RheaKVStore
The top-level user API. The default implementation is the DefaultRheaKVStore. RheaKVStore is a pure asynchronous implementation. Therefore, technically, RheaKV will not encounter client bottlenecks caused by blocking calls. The implementation of DefaultRheaKVStore provides many features such as request routing, request split, response combination, and failover retry.
PlacementDriverClient
Optional. PlacementDriverClient is a client that communicates with the PlacementDriver Server cluster. You can use it to obtain the complete information of the cluster, including but not limited to the “request route table”. For no-PD scenarios, RheaKV provides a fake PD client.
RegionRouteTable
As a local route table caching component, RegionRouteTable will determine whether or not to refresh data from the PD server cluster based on the specific cause of the KV request failure. It also supports computing the region ID of a single key, or region IDs of multiple key lists or a key range.
LoadBalancer
Takes effect while implementing linearizable reads at follower nodes. Currently, only the PR policy is supported.
RheaKVRpcService
The RPC client wrapper for KV services. This component implements the failover logic.
RegionKVService
The request processing service at the KV server end. A StoreEngine contains multiple RegionKVServices. Each RegionKVService corresponds to a region, and is only responsible for processing requests within its own region.
MetricsRawKVStore
Blocks requests for metric measurement.
RaftRawKVStore
The start of the Raft process in RheaKV.
KVStoreStateMachine
Implements the Raft state machine.
RocksRawKVStore
The raw RocksDB API encapsulation. Currently, RheaKV also supports the pluggable MemoryDB storage.
Internal process procedure of the PD module
Overview
The PD module is designed mainly based on the TiKV design, especially the two types of heartbeats mentioned later in this topic. However, due to the lack of application scenarios, we have not fully implemented automatic management and self-driving of this module. Currently, we have managed to implement the automatic balancing of region leaders of all nodes and the automatic split.
PlacementDriverClient > MetadataClient
MetadataClient is responsible for obtaining cluster meta information and the registration meta information from PD.
StoreEngine > HeartbeatSender
- HeartbeatSender is responsible for sending the heartbeats of the current Store node. The heartbeats contain some state information, and there are two types of heartbeats: StoreHeartbeat and RegionHeartbeat.
- PD continuously receives these two types of heartbeat messages from the RheaKV cluster. PD issues specific scheduling instructions in the heartbeat response to the region leaders, and then uses this information as the decision-making basis. In addition, PD should be able to receive additional operation instructions through the management interface for more accurate manual decision making.
The detailed content of state information contained in these two types of heartbeats is as follows:
- StoreHeartbeat
public class StoreStats implements Serializable { private long storeId; // Total capacity (disk) of the Store node private long capacity; // Available capacity of the Store node private long available; // The number of regions on the Store node private int regionCount; // The number of snapshots being sent private int sendingSnapCount; // The number of snapshots being received private int receivingSnapCount; // The number of regions that are applying snapshots private int applyingSnapCount; // The startup time of the Store node (unix timestamp in milliseconds) private long startTime; // Whether the Store node is busy private boolean isBusy; // The actual disk usage of the Store node private long usedSize; // The amount of data written in the current heartbeat interval private long bytesWritten; // The amount of data read in the current heartbeat interval private long bytesRead; // The number of keys written in the current heartbeat interval private long keysWritten; // The number of keys read in the current heartbeat interval private long keysRead; // The specific length of the heartbeat interval private TimeInterval interval; }
- RegionHeartbeat
public class RegionStats implements Serializable { private long regionId; // The region leader sends heartbeats private Peer leader; // The list of offline peers private List<PeerStats> downPeers; // Currently unavailable followers private List<PeerStats> pendingPeers; // The amount of data written in the current heartbeat interval private long bytesWritten; // The amount of data read in the current heartbeat interval private long bytesRead; // The number of keys written in the current heartbeat interval private long keysWritten; // The number of keys read in the current heartbeat interval private long keysRead; // The (approximate) size of storage used by the region private long approximateSize; // The (approximate) number of keys contained in the region private long approximateKeys; // The specific length of the heartbeat interval private TimeInterval interval; }
Pipeline
The computing and storage processing pipeline for states reported through heartbeats. The processing handlers are pluggable and are flexibly scalable.
MetadataStore
Responsible for storage and query of meta information of the cluster. The storage is based on the embedded RheaKV.
Client routing
Sharding logic: RegionRouteTable
As you can see, the most suitable data structure to implement the logic shown in the above figure is the skip list or the binary tree (closest to the matching query).
We choose the key of the RegionRouteTable for some reason. Which should we use, the starKey or endKey of the region? Why don’t we use the endKey? This is mainly determined by the region split method:
- Assume that region2 [startKey2, endKey2) splits.
- It splits into two regions, region2 [startKey2, splitKey) and region3 [splitKey, endKey2).
- Take another look at the above figure, you will understand that we only need to add one element
to the RegionRouteTable. Data of the original region2 does not need to be modified. - Write operation
- The routing logic of single-key write requests is very simple: query for the region based on the key, and initiate a request to the region.
- A batch write request, for example __ __put(List), must perform the split operation on all keys, group them, and send parallel requests to their corresponding region engines. Note that transaction guarantee cannot be provided in this case.
- Read operation
- The routing logic of single-key read requests is very simple, too: query for the region based on the key, and initiate a request to the region.
- In the case of a batch read request, for example scan(startKey, endKey), it needs to perform the split operation on all keys, group them, and send parallel requests to their corresponding region engines.
- Write operation
Failover
RheaKV provides asynchronous APIs to clients, which means the failover process must also be asynchronous. It increases the design difficulty and implementation complexity.
RheaKV must solve the following problems:
- Retry after asynchronous failure.
- In the case of membership change, RheaKV must refresh the membership before retry.
- In the case of automatic region split during the operation on multiple keys (for example range scan), RheaKV must also be able to automatically split (increase) the requests during a retry, and asynchronously combine multiple responses.
- The previous operation may be a local call, but the retry may involve a remote call, or the other way around. These two cases must both be considered and supported.
RheaKV divides requests into two types, requiring different failover logic:
- Single-key operation requests (only one key): Retry depends on a callback class named FailoverClosure, the general logic of which is as follows:
public void run(final Status status) {
if (status.isOk()) {
// Success
success((T) getData());
} else if (this.retriesLeft > 0 &&
(isInvalidPeer(getError()) || (this.retryOnInvalidEpoch && isInvalidEpoch(getError())))) {
// Retry
this.retryRunner.run(getError());
} else {
// Failure
failure(getError());
}
}
Two types of errors (in Table 1 and Table 2) may trigger retryRunner. Before retryRunner is run, it first refreshes the region information and group peers (route table).
Table 1
| NOT_LEADER | The current node is not the leader. |
|---|---|
| NO_REGION_FOUND | The specified region engine is not found on the current server. |
| LEADER_NOT_AVAILABLE | The current region group may have not elected a leader. |
Table 2
| INVALID_REGION_MEMBERSHIP | The current region group has undergone a membership change, for example a node is added or deleted. |
|---|---|
| INVALID_REGION_VERSION | The current region has been split. |
| INVALID_REGION_EPOCH | It can either be INVALID_REGION_MEMBERSHIP or INVALID_REGION_EPOCH. |
Multi-Key operation requests (multiple keys or a key range)
For a multi-key request, split the keys first. Each region contains some of the keys, and has a separate failover process. In this case, the FailoverClosure class can only handle error types in table 1, and the processing logic is the same as that of single-key-operation requests.
The FailoverClosure class cannot handle the three errors listed in Table 2, because region split may have occurred upon epoch changes, which means the previous regions may have doubled. Now, the failover process has to not only request for the region information from the PD, but also deal with increased requests (requests increase with the regions). Therefore, a few failover futures are introduced to deal with the logic with increased requests.
The main logic of the failover future of scan(startKey, endKey) is as follows. You can see that the entire process is fully asynchronous.
@Override public boolean completeExceptionally(final Throwable ex) { if (this.retriesLeft > 0 && ApiExceptionHelper.isInvalidEpoch(ex)) { LOG.warn("[InvalidEpoch-Failover] cause: {}, [{}] retries left.", StackTraceUtil.stackTrace(ex), this.retriesLeft); // Encounter invalid epoch, retry, may split requests, and then return the entire future group. final FutureGroup<List<T>> futureGroup = this.retryCallable.run(ex); CompletableFuture.allOf(futureGroup.toArray()).whenComplete((ignored, throwable) -> { if (throwable == null) { final List<T> all = Lists.newArrayList(); for (final CompletableFuture<List<T>> partOf : futureGroup.futures()) { all.addAll(partOf.join()); } // The entire future group is complete. super.complete(all); } else { // The exception handling is complete. super.completeExceptionally(throwable); } }); return false; } if (this.retriesLeft <= 0) { LOG.error("[InvalidEpoch-Failover] cause: {}, {} retries left.", StackTraceUtil.stackTrace(ex), this.retriesLeft); } // 0 retry attempts remain, or the current exception type does not require retries. return super.completeExceptionally(ex); }
For example: a scan procedure
- Determine the list of regions covered by the key range [startKey, endKey).
- RegionRouteTable#findRegionsByKeyRange(startKey, endKey)
- RegionRouteTable is a region routing table stored in a red/black tree structure. startKey is used as the key of the red/black tree. Look for the sub-view of [startKey, endKey) and then add a floorEntry (startKey).
- As shown in the following example, RheaKV works out that the range [startKey, endKey) crosses three regions: region1, region2, and region3 (region1 is the floor entry, and region2 and region3 are the sub-views).
- Request split: scan -> multi-region scan
- region1 -> regionScan(startKey, regionEndKey1)
- region2 -> regionScan(regionStartKey2, regionEndKey2)
- region3 -> regionScan(regionStartKey3, endKey)
- Encounter region split (the sign of split is region epoch change)
- Refresh RegionRouteTable, and get the latest route table from the PD. For example, region 2 in the following figure has been split into region 2 and region 5.
- region2 -> regnonScan(regionStartKey2, regionEndKey2) splits requests and retries
- region2 -> regionScan(regionStartKey2, newRegionEndKey2)
- region5 -> regionScan(regionStartKey5, regionEndKey5)
- region2 -> regnonScan(regionStartKey2, regionEndKey2) splits requests and retries
- Encounter Invalid Peer (errors such as NOT_LEADER)
- This is simple. It requests for the information of the latest leader of the Raft group of the current key range, and initiates calls again.


Track the list of currently unhandled promise rejections.
$ npm install --save currently-unhandled
```js const currentlyUnhandled = require(‘currently-unhandled’)(); // <- note the invocation
var fooError = new Error(‘foo’); var p = Promise.reject(new Error(‘foo’));
// on the next tick - unhandled rejected promise is added to the list: currentlyUnhandled(); //=> [{promise: p, reason: fooError}]’
p.catch(() => {});
// on the next tick - handled promise is now removed from the list: currentlyUnhandled(); //=> []; ```
Returns an array of objects with promise
and reason
properties representing the rejected promises that currently do not have a rejection handler. The list grows and shrinks as unhandledRejections are published, and later handled.
This module can be bundled with browserify
. At time of writing, it will work with native Promises in the Chrome browser only. For best cross-browser support, use bluebird
instead of native Promise support in browsers.
MIT © James Talmage


undefined
Class Index
| File Index
_global_
MailParser
File Index
File
Overview
mailparser.js
This is the main file for the MailParser library to parse raw e-mail data
Documentation generated by
JsDoc Toolkit
2.4.0 on Mon Jan 09 2012 16:11:08 GMT+0200 (EET)


XB PointStream
PSI Parser
This test uses the PSI Parser along with Mickey_Mouse.psi to render the point cloud.


public interface ConnectionManager
ConnectionManagerImpl
,
ClosingActionType
| Modifier and Type | Method and Description |
|---|---|
void |
close()
Method that ensures the termination of the code, respectively after this method
call are all connected physical machines disconnected and no virtual
machine operation can be performed.
|
VirtualizationToolManager |
connectTo(PhysicalMachine physicalMachine)
Method that ensures the connection establishment with the required physical
machine on which is present the VirtualBox installation with the web
server that must be running at the moment when there is made an attempt to
establish the connection with the physical machine.
|
VirtualizationToolManager |
connectTo(PhysicalMachine physicalMachine,
long millis)
Method that is same as
connectTo(PhysicalMachine) , but with this
method is possible to define the time in milliseconds which determine the
waiting time between each unsuccessful connection establishment attempt. |
void |
disconnectFrom(PhysicalMachine physicalMachine)
Method that ensures the disconnection of a particular physical machine.
|
void |
disconnectFrom(PhysicalMachine physicalMachine,
ClosingActionType closingAction)
Method that is same as
disconnectFrom(PhysicalMachine) , but furthermore
there can be specified if and what final actions shall be performed during
the physical machine disconnection operation. |
java.util.List<PhysicalMachine> |
getConnectedPhysicalMachines()
Method that gets all the connected physical machines at the moment of the
method call.
|
boolean |
isConnected(PhysicalMachine physicalMachine)
Method that checks the queried physical machine is connected or not.
|
VirtualizationToolManager connectTo(PhysicalMachine physicalMachine)
The physical machine with which should be the connection established
is defined by input parameter of type
PhysicalMachine
.
If the physical machine is connected successfully, then as the result of
the connection operation is returned an object of type
VirtualizationToolManager
and the operations with the newly accessible
virtual machines can be performed.
The connected physical machine is connected until any disconnection operation is called for that physical machine.
physicalMachine
- represents host machine which is going to get connectedVirtualizationToolManager
for managing virtual machines on the newly
connected physical machineVirtualizationToolManager connectTo(PhysicalMachine physicalMachine, long millis)
connectTo(PhysicalMachine)
, but with this
method is possible to define the time in milliseconds which determine the
waiting time between each unsuccessful connection establishment attempt.
physicalMachine
- represents host machine which is going to get connectedmillis
- time in milliseconds determining the waiting time between
each unsuccessful connection establishment attemptVirtualizationToolManager
for managing virtual machines on the newly
connected physical machinevoid disconnectFrom(PhysicalMachine physicalMachine)
After the method call there cannot be performed any operation with virtual machines from the disconnected physical machine.
physicalMachine
- represents the host machine which is going to be
disconnectedvoid disconnectFrom(PhysicalMachine physicalMachine, ClosingActionType closingAction)
disconnectFrom(PhysicalMachine)
, but furthermore
there can be specified if and what final actions shall be performed during
the physical machine disconnection operation.
physicalMachine
- represents the host machine which is going to be
disconnectedclosingAction
- represents the final action which should be performed
during the disconnection operationboolean isConnected(PhysicalMachine physicalMachine)
physicalMachine
- represents the queried physical machinetrue
if the queried physical machine is connected,
false
otherwisejava.util.List<PhysicalMachine> getConnectedPhysicalMachines()
void close()


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After you study or learn new skills, you have to reasses you plans right? Long after I graduate EDA, I would ideally want to be working part time as a dev/contractor while working towards a personal business goal of my own. This goal with definitely require the teachings I will endure at EDA and is definitely acting as those important first steps to achieving this path I would like to walk down in my careers future.
These goals wont just require technical skills in the short or long term, but there is one main thing I'd like to improve on with my time at EDA (but isn't limited to). This is, asking for help. It's very possible that this could be a flow on effect of anxiety which effects other parts of everyones lives to an extent.
In the past I have usually worked rather independently wherever it may be, however when the time comes to work in a group I find a great power in the brainstorming, problem solving and the different ways others can think can compliment each other in a work environment. That doesn’t mean that everyone needs to do their part with deadlines, scheduling and planning.
Seeking help from others can be quite daunting for some. Depending on what information you are trying to gain, it's never a bad idea to consult Google. Others who are near could give you a quicker response than searching the internet so make sure to ask your facilitators, and other members of your cohort.
I think the facilitators have already made it pretty clear that they are there to help as much as they can. I don’t expect them to solve everything for myself or anyone else in the cohort. They are and have been providing a great learning experience for a while now which I consider myself lucky to be attending.
Coming straight from full-time work there are a few habits that are still fresh in my mind. These which i'm hoping will help ease some planning and scheduling hardships I may come accross during the bootcamp.
Home


@Target(value=FIELD) @Repeatable(value=FindByList.class) @Retention(value=RUNTIME) public @interface FindBy
Major annotation assigned to page controls. It contains multiple attributes which help identifying object on the page as well as defines the way to process each specific control element.
This annotation can be assigned to the same Control object multiple times. Major difference is related to the platform each specific version of the locator is applied for.
| Modifier and Type | Required Element and Description |
|---|---|
java.lang.String |
locator
String which is normally used to identify the way the element can be found on the page.
|
| Modifier and Type | Optional Element and Description |
|---|---|
boolean |
excludeFromSearch
Defines whether current element is supposed to be checked while verifying if current
page class represents the page which is currently available on the screen.
|
java.lang.String |
format
Additional attribute which is responsible for various format transformations.
|
java.lang.String |
itemLocator
The part of sub-element identifier.
|
Platform |
platform
The field responsible for platform definition.
|
ScrollTo |
scrollDirection
Defines the direction of search for
scrollTo() text value. |
java.lang.String |
scrollTo
The text to scroll to in case current element isn't found on existing screen.
|
public abstract java.lang.String locator
public abstract Platform platform
public abstract java.lang.String itemLocator
TableView
public abstract java.lang.String scrollTo
public abstract ScrollTo scrollDirection
scrollTo()
text value.
Used in combination with scrollTo()
and defines the sequence
to scroll (top-bottom, bottom-top, top-only, bottom-only).scrollTo()
text value.


--- date: 2010-02-24T00:00:00Z published: true title: This is part of why Twitter is important - it's a whole new ecosystem. url: /2010/02/24/this-is-part-of-why-twitter-is-important-it-s-a-whole-new-ecosystem-/ ---
In the first seconds and minutes after the quake, anyone tapping "earthquake Mountain View" (or the name of any other nearby municipality) into Google's search field found that the only hits pertaining to the new quake were ... tweets. While the Google results page included direct information feeds from the USGS and a slick Google Maps display of recent temblors, none reflected the latest event. Official USGS-confirmed data on the quake wouldn't show up until 10:20 a.m. But at 10:12 a.m., the sixth-highest search return was a rolling scroll of tweets posted "seconds ago": Wow, that was an earthquake jolt in Mountain View!


So it’s the Day of Announcements here at Machinima for Dummies Towers.
Guerilla Showrunner!
I’ve been working on a new project - yes, in addition to the mammoth task that is Death Knight Love Story. For a while now I’ve been feeling I want to do a bit more talking about all the various tips and tricks I’ve learned over more than a decade of making shows. And I’m not just talking about Machinima shows here, but also live-action stuff like Kamikaze Cookery.
And so it occurred to me that no-one’s really talking about the new paradigm in showrunning. Traditionally, a “Showrunner” is someone like Joss Whedon or JJ Abrams - the guy running the entire, enormous, expensive apperatus of a full-fledged network TV show.
But these days, technology’s done to that idea what it’s done to film, to music, and to publishing. Nowadays, you can be - and I have been, multiple times, and so have a lot of you guys - a showrunner from your bedroom, with a budget in the tens of dollars rather than the tens of millions of dollars.
It’s time to acknowledge that, come together, and start talking about how we make Our Thing - our tiny-budget serialised video thing - work. And so I’ve been starting to write some of the stuff I’ve learned down, in the hopes that it’ll help other people.
It’s called Guerilla Showrunner.
So far, I’ve got articles on how to get more viewers, why you don’t actually need a big scary plan for your show, what I’m talking about when I say “Funnel”, and why it’s vital for your viewer numbers, and today I’ve just put a piece up about how to make sure you know what your show’s goals are (because it’s easy to screw up if you don’t).
I’m also just finishing off a free course on converting casual viewers to crazed fans, but more info on that when it’s ready.
And MfD too
Johnnie and I have also been talking about what we’ll be doing with MfD in the New Year.
First up, expect a new layout and backend pretty soon. That should deal with the spammer problems that have afflicted us, and generally drag the site kicking and screaming into the ‘10s.
The Machinima world’s pretty quiet right now, but we’re also looking at what sort of things we can blog about in the New Year. There are some exciting tech developments coming up - Kinect, anyone? - which we’ll be covering, and maybe getting a bit more codey and hacky than we usually do. We’re also going to be looking at the fact that the Machinima world’s really split apart, and seeing what we can do to start us all trading ideas again.
And we might even end up doing some ebooks or something similar, covering developments and techniques that have happened since the book was published 4 years ago.
Watch this space!


module Tree: sig
.. end
Tree is a particular subtype of a graph for which
each node has only one predecessor, and there is only
one path between tree root and any other node.
Here is an example of a tree:
(A)
|
+-------+-------+
| | |
(B) (C) (D)
|
+-------+-------+
| | |
(E) (F) (G)
|
(H)
type 'a
t = 'a tree
val children : 'a t -> 'a -> 'a seq
children tree x
returns all immediate successors of node
x
. For example, children of node A
is a sequence of
B,C,D
. But node B
doesn't have any children at all.
val parent : 'a t -> 'a -> 'a option
parent tree n
returns an immediate parent of a given node.
Returns None
only if n
is a tree root. For example, parent
of F
is C
. And A
doesn't have a parent.
val ancestors : 'a t -> 'a -> 'a seq
ancestors tree n
returns a sequence of all ancestors of node
n
. An ancestor of a node is either a parent or an ancestor of
the parent. For example, ancestors of G
are C
and D
. The
root node is the only one, that has an empty set of
ancestors.
val descendants : 'a t -> 'a -> 'a seq
descendants tree n
returns a set of all descendants of a
given node n
.  For example, all nodes in the example tree
(except the roots itself) are descendants of the root A
.
The descendants of C
are E,F,G,H
.
val is_child_of : 'a t -> parent:'a -> 'a -> bool
is_child_of tree parent child
returns true
if child is one
of children tree root
val is_ancestor_of : 'a t -> child:'a -> 'a -> bool
is_ancestor_of tree child x
returns true, if x
is one of
the ancestors of a child
node.
val is_descendant_of : 'a t -> parent:'a -> 'a -> bool
is_descendant_of ~parent tree x
is true
for all x
that
are descendants of a parent
node.
val to_sequence : 'a t -> 'a seq
to_sequence tree
enumerates nodes of a tree
in an
unspecified order.
val pp : 'a printer -> 'a t printer
pp pp_elt
creates a pretty-printer for a node, based on
element's pretty-printer
pp_elt
. The tree is printed in a dot
format, for the ease of visualization. Example:
let pp_int_tree = Tree.pp Int.pp
Note: For all instatiations of
Graph
interface in the
Graphlib
library printable versions of
tree
,
partition
,
group
etc are provided. For example, for
Graphlib.Int.Bool
graph the printable version of a
tree
is available under
Graphlib.Int.Tree
. All instantiated pretty-printers are
automatically installed once the library is loaded into the
toplevel.


|
Games Task Scheduler (GTS)
A multi-processor scheduling framework for games engines
|
A Node represents a task in a generalized task DAG. It contains Workloads that are scheduled onto a ComputeResource by a MacroScheduler. More...
#include <Node.h>
Public Types | |
| enum | { NODE_NAME_MAX = 64 } |
Public Member Functions | |
| Node (MacroScheduler *pMyScheduler) | |
| Workload * | findWorkload (WorkloadType::Enum type) const |
| Atomic< uint32_t > const & | currPredecessorCount () const |
| uint32_t | initPredecessorCount () const |
| GTS_INLINE Vector< Node * > const & | predecessors () const |
| GTS_INLINE Vector< Node * > const & | successors () const |
| bool | isChild (Node *pChild) const |
| GTS_INLINE MacroScheduler * | myScheduler () |
| GTS_INLINE Schedule * | currentSchedule () |
| GTS_INLINE ComputeResourceId | affinity () const |
| GTS_INLINE const char * | name () const |
| GTS_INLINE Atomic< uint64_t > const & | upRank () const |
| GTS_INLINE Atomic< uint64_t > const & | downRank () const |
| GTS_INLINE uint64_t | executionCost () const |
| GTS_INLINE Vector< Node * > & | predecessors () |
| GTS_INLINE Vector< Node * > & | successors () |
| template<typename TWorkload , typename... TArgs> | |
| GTS_INLINE TWorkload * | addWorkload (TArgs &&... args) |
| Allocates a new Workload object of type TWorkload. More... | |
| template<typename TLambdaWorkload , typename TFunc , typename... TArgs> | |
| GTS_INLINE TLambdaWorkload * | addWorkload (TFunc &&func, TArgs &&... args) |
| Allocates a new Workload object of type TLambdaWorkload. More... | |
| void | removeWorkload (WorkloadType::Enum type) |
| Removed a workload by its WorkloadType. More... | |
| void | reset () |
| Reset the state of this Node for another execution. | |
| void | addSuccessor (Node *pNode) |
| Add the sucessor Node 'pNode'. More... | |
| void | removeSuccessor (Node *pNode) |
| Remove the sucessor Node 'pNode'. More... | |
| void | setName (const char *format,...) |
| Set the name of this Node. | |
| GTS_INLINE Atomic< uint64_t > & | upRank () |
| GTS_INLINE Atomic< uint64_t > & | downRank () |
| GTS_INLINE void | setAffinity (ComputeResourceId affinity) |
| Sets the ID of the ComputeResource that must execute this Node. More... | |
| GTS_INLINE bool | _removePredecessorRefAndReturnReady () |
| Specifies the ComputeResource that must execute this Workload. More... | |
| GTS_INLINE void | _markPredecessorComplete () |
| Mark one predecessor as complete. More... | |
| GTS_INLINE void | _waitUntilComplete () const |
| Waits for all predecessors to tally their completion. More... | |
| GTS_INLINE void | _setCurrentSchedule (Schedule *pSchedule) |
| Sets this Node's current Schedule. More... | |
| GTS_INLINE void | _setExecutionCost (uint64_t exeCost) |
| Sets the execution cost of this Node. More... | |
Static Public Member Functions | |
| static void | resetGraph (Node *pSource) |
| Resets all Nodes in the graph. More... | |
Friends | |
| class | CriticiallyAware_Schedule |
A Node represents a task in a generalized task DAG. It contains Workloads that are scheduled onto a ComputeResource by a MacroScheduler.
|
inline |
Mark one predecessor as complete.
|
inline |
Specifies the ComputeResource that must execute this Workload.
Remove a predecessor reference and check if the Node is ready to run.
|
inline |
|
inline |
Sets the execution cost of this Node.
|
inline |
Waits for all predecessors to tally their completion.
| void gts::Node::addSuccessor | ( | Node * | pNode | ) |
|
inline |
Allocates a new Workload object of type TWorkload.
| args | The arguments for the TWorkload constructor. |
|
inline |
Allocates a new Workload object of type TLambdaWorkload.
| args | The arguments for the TLambdaWorkload constructor. |
|
inline |
|
inline |
| Atomic<uint32_t> const& gts::Node::currPredecessorCount | ( | ) | const |
|
inline |
|
inline |
| Workload* gts::Node::findWorkload | ( | WorkloadType::Enum | type | ) | const |
| uint32_t gts::Node::initPredecessorCount | ( | ) | const |
|
inline |
|
inline |
| void gts::Node::removeSuccessor | ( | Node * | pNode | ) |
| void gts::Node::removeWorkload | ( | WorkloadType::Enum | type | ) |
Removed a workload by its WorkloadType.
|
static |
Resets all Nodes in the graph.
|
inline |
Sets the ID of the ComputeResource that must execute this Node.


Class WebhookNewAttachmentPayload
NEW_ATTACHMENT webhook payload. Sent to your webhook url endpoint via HTTP POST when an email is received by the inbox that your webhook is attached to that contains an attachment. You can use the attachmentId to download the attachment.
Inherited Members
Namespace: mailslurp.Model
Assembly: mailslurp.dll
Syntax
[DataContract(Name = "WebhookNewAttachmentPayload")]
public class WebhookNewAttachmentPayload : IEquatable<WebhookNewAttachmentPayload>, IValidatableObject
Constructors
View SourceWebhookNewAttachmentPayload()
Initializes a new instance of the WebhookNewAttachmentPayload class.
Declaration
[JsonConstructor]
protected WebhookNewAttachmentPayload()
WebhookNewAttachmentPayload(string, Guid, string, EventNameEnum, string, string, string, long)
Initializes a new instance of the WebhookNewAttachmentPayload class.
Declaration
public WebhookNewAttachmentPayload(string messageId = null, Guid webhookId = default, string webhookName = null, WebhookNewAttachmentPayload.EventNameEnum eventName = (WebhookNewAttachmentPayload.EventNameEnum)0, string attachmentId = null, string name = null, string contentType = null, long contentLength = 0)
Parameters
| Type | Name | Description |
|---|---|---|
| string | messageId | Idempotent message ID. Store this ID locally or in a database to prevent message duplication. (required). |
| Guid | webhookId | ID of webhook entity being triggered (required). |
| string | webhookName | Name of the webhook being triggered. |
| WebhookNewAttachmentPayload.EventNameEnum | eventName | Name of the event type webhook is being triggered for. (required). |
| string | attachmentId | ID of attachment. Use the |
| string | name | Filename of the attachment if present (required). |
| string | contentType | Content type of attachment such as 'image/png' or 'application/pdf (required). |
| long | contentLength | Size of attachment in bytes (required). |
Properties
View SourceAttachmentId
ID of attachment. Use the AttachmentController
to
Declaration
[DataMember(Name = "attachmentId", IsRequired = true, EmitDefaultValue = true)]
public string AttachmentId { get; set; }
Property Value
| Type | Description |
|---|---|
| string | ID of attachment. Use the |
ContentLength
Size of attachment in bytes
Declaration
[DataMember(Name = "contentLength", IsRequired = true, EmitDefaultValue = true)]
public long ContentLength { get; set; }
Property Value
| Type | Description |
|---|---|
| long | Size of attachment in bytes |
ContentType
Content type of attachment such as 'image/png' or 'application/pdf
Declaration
[DataMember(Name = "contentType", IsRequired = true, EmitDefaultValue = true)]
public string ContentType { get; set; }
Property Value
| Type | Description |
|---|---|
| string | Content type of attachment such as 'image/png' or 'application/pdf |
EventName
Name of the event type webhook is being triggered for.
Declaration
[DataMember(Name = "eventName", IsRequired = true, EmitDefaultValue = true)]
public WebhookNewAttachmentPayload.EventNameEnum EventName { get; set; }
Property Value
| Type | Description |
|---|---|
| WebhookNewAttachmentPayload.EventNameEnum | Name of the event type webhook is being triggered for. |
MessageId
Idempotent message ID. Store this ID locally or in a database to prevent message duplication.
Declaration
[DataMember(Name = "messageId", IsRequired = true, EmitDefaultValue = true)]
public string MessageId { get; set; }
Property Value
| Type | Description |
|---|---|
| string | Idempotent message ID. Store this ID locally or in a database to prevent message duplication. |
Name
Filename of the attachment if present
Declaration
[DataMember(Name = "name", IsRequired = true, EmitDefaultValue = true)]
public string Name { get; set; }
Property Value
| Type | Description |
|---|---|
| string | Filename of the attachment if present |
WebhookId
ID of webhook entity being triggered
Declaration
[DataMember(Name = "webhookId", IsRequired = true, EmitDefaultValue = true)]
public Guid WebhookId { get; set; }
Property Value
| Type | Description |
|---|---|
| Guid | ID of webhook entity being triggered |
WebhookName
Name of the webhook being triggered
Declaration
[DataMember(Name = "webhookName", EmitDefaultValue = true)]
public string WebhookName { get; set; }
Property Value
| Type | Description |
|---|---|
| string | Name of the webhook being triggered |
Methods
View SourceEquals(WebhookNewAttachmentPayload)
Returns true if WebhookNewAttachmentPayload instances are equal
Declaration
public bool Equals(WebhookNewAttachmentPayload input)
Parameters
| Type | Name | Description |
|---|---|---|
| WebhookNewAttachmentPayload | input | Instance of WebhookNewAttachmentPayload to be compared |
Returns
| Type | Description |
|---|---|
| bool | Boolean |
Equals(object)
Returns true if objects are equal
Declaration
public override bool Equals(object input)
Parameters
| Type | Name | Description |
|---|---|---|
| object | input | Object to be compared |
Returns
| Type | Description |
|---|---|
| bool | Boolean |
Overrides
View SourceGetHashCode()
Gets the hash code
Declaration
public override int GetHashCode()
Returns
| Type | Description |
|---|---|
| int | Hash code |
Overrides
View SourceToJson()
Returns the JSON string presentation of the object
Declaration
public virtual string ToJson()
Returns
| Type | Description |
|---|---|
| string | JSON string presentation of the object |
ToString()
Returns the string presentation of the object
Declaration
public override string ToString()
Returns
| Type | Description |
|---|---|
| string | String presentation of the object |
Overrides
View SourceValidate(ValidationContext)
To validate all properties of the instance
Declaration
public IEnumerable<ValidationResult> Validate(ValidationContext validationContext)
Parameters
| Type | Name | Description |
|---|---|---|
| ValidationContext | validationContext | Validation context |
Returns
| Type | Description |
|---|---|
| IEnumerable<ValidationResult> | Validation Result |


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Don’t just rent, rent in STYLE at Tourister Mill
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HUGE 4 Bedroom - Available Now
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Check out Tourister Mill today!
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A View Only For You At Tourister Mill (401)
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You're Sure to Love Tourister Mill! (#401)
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Unparalleled Views. Exceptional Style. Nonstop Luxury (213A)
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Loft Apartments Available at Luxurious Tourister Mill!(413)
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Leave your old apartment and Start the New Year at Tourister Mill #408
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3 Bedroom/1 Bathroom - Available Now
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Large Loft Style Apartment
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Recently renovated 2 bedroom
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Available Now at Tourister Mill!
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Penthouse Level 2 Bedroom
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2 Bedroom/1 Bathroom - 213A
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Only $500 To Secure This Beautiful 2 Bedroom at Tourister Mill! (357)
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Beautiful 2 Bedroom
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Tourister Mill - Now Leasing!
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Modern Conveniences & Entertainment, All Within Your Reach.
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Stylish Living In Our Historic Lofts! Tourister Mill (401)
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The Lifestyle You Deserve at Tourister Mill (233-B)
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Get Yourself A Stunning Water View At Tourister Mill! (201-B)
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Seaside Modern Lofts: Tourister Mill (#401)
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Pet Friendly Apartments at Tourister Mill #408
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You Can Afford to Dwell Well at Tourister Mill (329)
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2 Bedroom w/ Large Loft #239
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Large 3 Bedroom - Available Soon
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2 Bedroom w/ Granite & Stainless Steel
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Now Leasing New Beginnings At Tourister Mill (353)
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Loft Apartments Available at Luxurious Tourister Mill!(413)
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Tourister Mill Could Be Your New Home! (401)
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Warm up With Our Hot Specials at Tourister Mill #246
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A New Wave of Living at Tourister Mill #413
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Pet Friendly Apartments at Tourister Mill #325
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Remarkable Riverside Living at Tourister Mill! (#413)
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Tourister Mill: Stunning. Unique. Upscale(#401)
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Spacious & Modern 2 Bedroom
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Everything You Need. All Right Here.
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Experience the Tourister Mill Lifestyle #413
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A New Wave of Living at Tourister Mill #221-B
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Pet Friendly Apartments at Tourister Mill #413
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Spacious 3 Bedroom - Available Soon!
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Move in this month! #213
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Love your loft at Tourister Mill!
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Tourister Mill 2 Bedroom Loft
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Beautiful 4 Bedroom Apartment Home
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Beautiful Penthouse Level 2 Bedroom
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Welcome to Tourister Mill- a Luxurious Seaside Community (#221B)
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Luxurious 3 Bedroom
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The wait is over! Tourister Mill is now open in Warren, RI!
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Beautiful 2 Bedroom - Available Now
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Ring In The New Year at Tourister Mill! (213-A)
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Beautiful Historic Lofts in Warren! Tourister Mill (242A)
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Start the Year in a New Home at Tourister Mill #230
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Townhouse Style Apartments at Tourister Mill #353
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Pet Friendly Apartments at Tourister Mill #213-A
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Remarkable Riverside Living at Tourister Mill (239)
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Enjoy Pet Friendly Living on the Water at Tourister Mill (213A)
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Get Yourself A Stunning Water View At Tourister Mill! (406)
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HUGE Townhouse Style 4 Bedroom
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Convenient Location, Modern Amenities & More
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Love your new loft at Tourister Mill!
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Lease a Stress-Free Lifestyle at Waterfront Tourister Mill (6-325)
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Leave Your Old Apartment Behind in 2020! Welcome to Tourister! 6-401
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Kick Back and Enjoy the View at Tourister Mill (403)
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Modern Amenities. Waterfront Living. All at Tourister Mill. (253)
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A New Wave of Living at Tourister Mill #325
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Breathtaking Views at Tourister Mill #413
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Pet Friendly Apartments at Tourister Mill #213-A
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Experience the Tourister Mill Difference (#6-413)
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HUGE Loft Style 2 Bedroom #239
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Experience the Tourister Mill Lifestyle
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Everything You Need. All Right Here.
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Lease a Stress-Free Lifestyle at Waterfront Tourister Mill (#6-325)
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2 Bedroom Available Now!
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Penthouse Level 2 Bedroom #413
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A new home for the new year!
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Choose Tourister Mill For Head-Turning Style (#6-406)
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Only $500 To Secure This Beautiful 2 Bedroom at Tourister Mill! (327)
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Get Yourself A Stunning Water View At Tourister Mill! (408)
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Live The Tourister Mill Lifestyle! (403)
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Looking for luxury? You’ll find it here at Tourister Mill
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**Check out our current security deposit special!**
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Granite & Stainless Steel #401
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Pet Friendly 3 Bedroom
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Top Floor 2 Bedroom - Modern & Spacious
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Loft apartments are now available in the luxurious Tourister Mill
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Looking for Luxury? Find it Here at Tourister Mill (#6-413)
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Live Your Best Life at Tourister Mill #327
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Historic Mill Living at Tourister Mill #408
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Pet Friendly Apartments at Tourister Mill #221-B
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Welcome Home to Tourister Mill, a Quaint Bayside Community (#6-401)
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Leave your old apartment and fall into Tourister Mill #403
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Live Your Best Life at Tourister Mill #213-A
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Pet Friendly Apartments at Tourister Mill #329
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Beautifully Historic Lofts in Warren! Tourister Mill (239)
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Kick Back and Enjoy the View at Tourister Mill (253)
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How Can You Pass Up Riverside Living? Tourister Mill (327)
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Celebrate the new year in your new home!
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2 bedroom w/ huge loft! #325
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3 Bedroom - Top Floor - Move in Ready!
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Start the New Year off in A New Apartment at Tourister Mill #406
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Warm up With Hot Specials at Tourister Mill #274
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Pet Friendly Apartments at Tourister Mill #230
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Get Yourself A Stunning Water View At Tourister Mill! (408)
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Treat Yourself to the Tourister Mill Lifestyle! (201B)
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Now Leasing New Beginnings At Tourister Mill (353)
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*CURRENT SPECIAL* $500 security deposit
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3 Bedroom w/ Stainless Steel and Granite Counters
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Beautiful Lofted 2 Bedroom
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Warm up with Hot Specials at Tourister Mill #201-B
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Experience Mill Living at Tourister Mill #253
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Pet Friendly Apartments at Tourister Mill #413
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2 Bedroom - Available Soon!
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Stainless steel appliances, granite counter tops & more!
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Luxurious 2 Bedroom
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Don't Miss Out On This Great Special! Tourister Mill (201B)
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Modern Amenities. Waterfront Living. All at Tourister Mill. (246)
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Townhouse Style Apartments at Tourister Mill #353
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Pet Friendly Apartments at Tourister Mill #413
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Afford to Dwell Well at Tourister Mill #213-A
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Look No Further Than Tourister Mill! (325)
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Enjoy a Beautiful Water View from This 2 Bedroom! Tourister Mill (274)
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Lease A Beautiful Riverside Home at Tourister Mill (301B)
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4th Floor 2 Bedroom #413
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Get Yourself A Stunning Water View At Tourister Mill! (406)
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Love Loft Living at Tourister Mill! #239
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Modern & Spacious 3 Bedroom #401
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Tour This Masterpiece of Modern Architecture & Historic Charm! (#413)
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Choose Tourister Mill for Luxury and Modern Living!(413)
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Loft Apartments Available at Luxurious Tourister Mill!(401)
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Remarkable Riverside Living at Tourister Mill (329)
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The Lifestyle You Deserve at Tourister Mill (327)
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Townhouse Style Apartments at US Rubber Lofts #353
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You Can Afford to Dwell Well at Tourister Mill (325)
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Pet Friendly Apartments at Tourister Mill #413
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A New Wave of Living at Tourister Mill #325
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A new home for the new year!
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Two bedroom w/ a bonus loft - available now!
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Spacious Top Floor 2 Bedroom
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Tourister Mill Has The View For You! (403)
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Get Yourself A Stunning Water View At Tourister Mill! (406)
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Modern Amenities. Waterfront Living. All at Tourister Mill. (316)
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Pet Friendly Apartments at Tourister Mill #353
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Spacious Top Floor Penthouse at Tourister Mill #413
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Experience the Tourister Mill Lifestyle #201-B
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Live The Tourister Mill Lifestyle! (401)
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You Can Afford to Dwell Well at Tourister Mill (325)
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Enjoy a taste of the diamond life, at Tourister Mill
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Kick Back and Enjoy the View at Tourister Mill (253)
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Don’t just rent, rent in STYLE at Tourister Mill
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Indoor parking garage on site!
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Pet Friendly Apartments at Tourister Mill #221-B
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Warm up with our hot specials at Tourister Mill #316
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Experience Life at Tourister Mill # 413
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Beautiful 3 Bedroom
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Loft style two bedroom #239
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Looking for luxury? You’ll find it here at Tourister Mill
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Experience Mill Living at Tourister Mill #325
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Pet Friendly Apartments at Tourister Mill #213-A
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Townhouse Style Apartments at Tourister Mill #353
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Warm Up With This Hot Special at Tourister Mill (413)
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Beautiful Top Floor 2 Bedroom
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Large 2 bedroom w/ a loft #239
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RARE 3 BEDROOM! #401
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Get Yourself A Stunning Water View At Tourister Mill! (316)
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Only $500 To Secure This Beautiful 2 Bedroom at Tourister Mill! (406)
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A New Wave of Living at Tourister Mill #413
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Townhouse Style Apartments at Tourister Mill #353
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Pet Friendly Apartments at Tourister Mill #201-B
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The Lifestyle You Deserve at Tourister Mill (413)
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You Can Afford to Dwell Well at Tourister Mill (325)
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How Can You Pass Up Riverside Living? Tourister Mill (333B)
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Discover Beautiful Riverside Lofts at Tourister Mill (401)
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The Lifestyle You Deserve at Tourister Mill (269-B)
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Let Us Welcome You Home at Tourister Mill (403)
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A New Wave of Living at Torusiter Mill #406
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Leave your old apartment and fall into Tourister Mill #325
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Pet Friendly Apartments at Tourister Mill #213-A
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Penthouse Level 2 Bedroom
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Spacious 2 Bedroom w/ On Site Amenities
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Waterfront Mill Offers Renovated Apartments (#401)
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Discover Luxury Seaside Living at Tourister Mill (#6-413)
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Remarkable Riverside Living at Tourister Mill (239)
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Enjoy A Beautiful Penthouse View at Tourister Mill! (406)
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You Can Afford to Dwell Well at Tourister Mill (413)
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Cozy Living at Tourister Mill #242-A
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Warm up With Hot Specials at Tourister Mill #403
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Pet Friendly Apartments at Tourister Mill #213-A
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The Lifestyle You Deserve at Tourister Mill (325)
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This 3 Bedroom On Our Top Floor Won't Last Long! Tourister Mill (401)
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This Spacious 4 Bedroom Won't Last Long! Tourister Mill (353)
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Leave your old apartment and fall into Tourister Mill #316
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A New Wave of Living at Tourister Mill #325
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Breathtaking Views at Tourister Mill #406
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A New Wave of Living at Tourister Mill #253
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Looking for luxury? You’ll find it here at Tourister Mill
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The wait is over! Tourister Mill is now open in Warren, RI!
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Pet Friendly Apartments at Tourister Mill #316
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Warm Up with Hot Specials at Tourister Mill #406
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Discover Luxury Seaside Living at Tourister Mill (#401)
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Loft Apartments Available at Luxurious Tourister Mill!(401)
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Come Live by the Bay at Tourister Mill!(#401)
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Historic Elegance by the Seaside at Tourister Mill! (#406)
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Ask About Our $500 Deposit Special at Tourister Mill! (#406)
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