From 3633281ab2ec75a9cbd1037bd84b350c6b78a1b7 Mon Sep 17 00:00:00 2001 From: danielclow <106956386+danielclow@users.noreply.github.com> Date: Fri, 26 Aug 2022 11:21:11 +0800 Subject: [PATCH 1/7] doc: reuploading doc updates to 3.0 branch --- docs/en/13-operation/02-planning.mdx | 50 +- docs/en/13-operation/03-tolerance.md | 20 +- docs/en/13-operation/17-diagnose.md | 109 +- docs/en/14-reference/12-config/index.md | 1307 +++++++---------- .../13-schemaless/13-schemaless.md | 114 +- docs/en/20-third-party/01-grafana.mdx | 17 +- docs/en/20-third-party/06-statsd.md | 14 +- docs/en/20-third-party/10-hive-mq-broker.md | 4 +- docs/en/27-train-faq/01-faq.md | 185 ++- 9 files changed, 767 insertions(+), 1053 deletions(-) diff --git a/docs/en/13-operation/02-planning.mdx b/docs/en/13-operation/02-planning.mdx index c1baf92dbf..2dffa7bb87 100644 --- a/docs/en/13-operation/02-planning.mdx +++ b/docs/en/13-operation/02-planning.mdx @@ -1,40 +1,32 @@ --- +sidebar_label: Resource Planning title: Resource Planning --- It is important to plan computing and storage resources if using TDengine to build an IoT, time-series or Big Data platform. How to plan the CPU, memory and disk resources required, will be described in this chapter. -## Memory Requirement of Server Side +## Server Memory Requirements -By default, the number of vgroups created for each database is the same as the number of CPU cores. This can be configured by the parameter `maxVgroupsPerDb`. Each vnode in a vgroup stores one replica. Each vnode consumes a fixed amount of memory, i.e. `blocks` \* `cache`. In addition, some memory is required for tag values associated with each table. A fixed amount of memory is required for each cluster. So, the memory required for each DB can be calculated using the formula below: +Each database creates a fixed number of vgroups. This number is 2 by default and can be configured with the `vgroups` parameter. The number of replicas can be controlled with the `replica` parameter. Each replica requires one vnode per vgroup. Altogether, the memory required by each database depends on the following configuration options: + +- vgroups +- replica +- buffer +- pages +- pagesize +- cachesize + +For more information, see [Database](../../taos-sql/database). + +The memory required by a database is therefore greater than or equal to: ``` -Database Memory Size = maxVgroupsPerDb * replica * (blocks * cache + 10MB) + numOfTables * (tagSizePerTable + 0.5KB) +vgroups * replica * (buffer + pages * pagesize + cachesize) ``` -For example, assuming the default value of `maxVgroupPerDB` is 64, the default value of `cache` is 16M, the default value of `blocks` is 6, there are 100,000 tables in a DB, the replica number is 1, total length of tag values is 256 bytes, the total memory required for this DB is: 64 \* 1 \* (16 \* 6 + 10) + 100000 \* (0.25 + 0.5) / 1000 = 6792M. +However, note that this requirement is spread over all dnodes in the cluster, not on a single physical machine. The physical servers that run dnodes meet the requirement together. If a cluster has multiple databases, the memory required increases accordingly. In complex environments where dnodes were added after initial deployment in response to increasing resource requirements, load may not be balanced among the original dnodes and newer dnodes. In this situation, the actual status of your dnodes is more important than theoretical calculations. -In the real operation of TDengine, we are more concerned about the memory used by each TDengine server process `taosd`. - -``` - taosd_memory = vnode_memory + mnode_memory + query_memory -``` - -In the above formula: - -1. "vnode_memory" of a `taosd` process is the memory used by all vnodes hosted by this `taosd` process. It can be roughly calculated by firstly adding up the total memory of all DBs whose memory usage can be derived according to the formula for Database Memory Size, mentioned above, then dividing by number of dnodes and multiplying the number of replicas. - -``` - vnode_memory = (sum(Database Memory Size) / number_of_dnodes) * replica -``` - -2. "mnode_memory" of a `taosd` process is the memory consumed by a mnode. If there is one (and only one) mnode hosted in a `taosd` process, the memory consumed by "mnode" is "0.2KB \* the total number of tables in the cluster". - -3. "query_memory" is the memory used when processing query requests. Each ongoing query consumes at least "0.2 KB \* total number of involved tables". - -Please note that the above formulas can only be used to estimate the minimum memory requirement, instead of maximum memory usage. In a real production environment, it's better to reserve some redundance beyond the estimated minimum memory requirement. If memory is abundant, it's suggested to increase the value of parameter `blocks` to speed up data insertion and data query. - -## Memory Requirement of Client Side +## Client Memory Requirements For the client programs using TDengine client driver `taosc` to connect to the server side there is a memory requirement as well. @@ -56,10 +48,10 @@ So, at least 3GB needs to be reserved for such a client. The CPU resources required depend on two aspects: -- **Data Insertion** Each dnode of TDengine can process at least 10,000 insertion requests in one second, while each insertion request can have multiple rows. The difference in computing resource consumed, between inserting 1 row at a time, and inserting 10 rows at a time is very small. So, the more the number of rows that can be inserted one time, the higher the efficiency. Inserting in batch also imposes requirements on the client side which needs to cache rows to insert in batch once the number of cached rows reaches a threshold. +- **Data Insertion** Each dnode of TDengine can process at least 10,000 insertion requests in one second, while each insertion request can have multiple rows. The difference in computing resource consumed, between inserting 1 row at a time, and inserting 10 rows at a time is very small. So, the more the number of rows that can be inserted one time, the higher the efficiency. If each insert request contains more than 200 records, a single core can process more than 1 million records per second. Inserting in batch also imposes requirements on the client side which needs to cache rows to insert in batch once the number of cached rows reaches a threshold. - **Data Query** High efficiency query is provided in TDengine, but it's hard to estimate the CPU resource required because the queries used in different use cases and the frequency of queries vary significantly. It can only be verified with the query statements, query frequency, data size to be queried, and other requirements provided by users. -In short, the CPU resource required for data insertion can be estimated but it's hard to do so for query use cases. In real operation, it's suggested to control CPU usage below 50%. If this threshold is exceeded, it's a reminder for system operator to add more nodes in the cluster to expand resources. +In short, the CPU resource required for data insertion can be estimated but it's hard to do so for query use cases. If possible, ensure that CPU usage remains below 50%. If this threshold is exceeded, it's a reminder for system operator to add more nodes in the cluster to expand resources. ## Disk Requirement @@ -77,6 +69,6 @@ To increase performance, multiple disks can be setup for parallel data reading o ## Number of Hosts -A host can be either physical or virtual. The total memory, total CPU, total disk required can be estimated according to the formulae mentioned previously. Then, according to the system resources that a single host can provide, assuming all hosts have the same resources, the number of hosts can be derived easily. +A host can be either physical or virtual. The total memory, total CPU, total disk required can be estimated according to the formulae mentioned previously. If the number of data replicas is not 1, the required resources are multiplied by the number of replicas. -**Quick Estimation for CPU, Memory and Disk** Please refer to [Resource Estimate](https://www.taosdata.com/config/config.html). +Then, according to the system resources that a single host can provide, assuming all hosts have the same resources, the number of hosts can be derived easily. diff --git a/docs/en/13-operation/03-tolerance.md b/docs/en/13-operation/03-tolerance.md index d4d48d7fcd..ba9d5d75e3 100644 --- a/docs/en/13-operation/03-tolerance.md +++ b/docs/en/13-operation/03-tolerance.md @@ -1,6 +1,5 @@ --- -sidebar_label: Fault Tolerance -title: Fault Tolerance & Disaster Recovery +title: Fault Tolerance and Disaster Recovery --- ## Fault Tolerance @@ -11,22 +10,21 @@ When a data block is received by TDengine, the original data block is first writ There are 2 configuration parameters related to WAL: -- walLevel： - - 0：wal is disabled - - 1：wal is enabled without fsync - - 2：wal is enabled with fsync -- fsync：This parameter is only valid when walLevel is set to 2. It specifies the interval, in milliseconds, of invoking fsync. If set to 0, it means fsync is invoked immediately once WAL is written. +- wal_level: Specifies the WAL level. 1 indicates that WAL is enabled but fsync is disabled. 2 indicates that WAL and fsync are both enabled. The default value is 1. +- wal_fsync_period: This parameter is only valid when wal_level is set to 2. It specifies the interval, in milliseconds, of invoking fsync. If set to 0, it means fsync is invoked immediately once WAL is written. -To achieve absolutely no data loss, walLevel should be set to 2 and fsync should be set to 1. There is a performance penalty to the data ingestion rate. However, if the concurrent data insertion threads on the client side can reach a big enough number, for example 50, the data ingestion performance will be still good enough. Our verification shows that the drop is only 30% when fsync is set to 3,000 milliseconds. +To achieve absolutely no data loss, set wal_level to 2 and wal_fsync_period to 0. There is a performance penalty to the data ingestion rate. However, if the concurrent data insertion threads on the client side can reach a big enough number, for example 50, the data ingestion performance will be still good enough. Our verification shows that the drop is only 30% when wal_fsync_period is set to 3000 milliseconds. ## Disaster Recovery -TDengine uses replication to provide high availability and disaster recovery capability. +TDengine uses replication to provide high availability. -A TDengine cluster is managed by mnode. To ensure the high availability of mnode, multiple replicas can be configured by the system parameter `numOfMnodes`. The data replication between mnode replicas is performed in a synchronous way to guarantee metadata consistency. +A TDengine cluster is managed by mnodes. You can configure up to three mnodes to ensure high availability. The data replication between mnode replicas is performed in a synchronous way to guarantee metadata consistency. -The number of replicas for time series data in TDengine is associated with each database. There can be many databases in a cluster and each database can be configured with a different number of replicas. When creating a database, parameter `replica` is used to configure the number of replications. To achieve high availability, `replica` needs to be higher than 1. +The number of replicas for time series data in TDengine is associated with each database. There can be many databases in a cluster and each database can be configured with a different number of replicas. When creating a database, the parameter `replica` is used to specify the number of replicas. To achieve high availability, set `replica` to 3. The number of dnodes in a TDengine cluster must NOT be lower than the number of replicas for any database, otherwise it would fail when trying to create a table. As long as the dnodes of a TDengine cluster are deployed on different physical machines and the replica number is higher than 1, high availability can be achieved without any other assistance. For disaster recovery, dnodes of a TDengine cluster should be deployed in geographically different data centers. + +Alternatively, you can use taosX to synchronize the data from one TDengine cluster to another cluster in a remote location. For more information, see [taosX](../../reference/taosX). diff --git a/docs/en/13-operation/17-diagnose.md b/docs/en/13-operation/17-diagnose.md index 2b474fddba..d01d12e831 100644 --- a/docs/en/13-operation/17-diagnose.md +++ b/docs/en/13-operation/17-diagnose.md @@ -13,110 +13,59 @@ Diagnostic steps： 1. If the port range to be diagnosed is being occupied by a `taosd` server process, please first stop `taosd. 2. On the server side, execute command `taos -n server -P -l ` to monitor the port range starting from the port specified by `-P` parameter with the role of "server". 3. On the client side, execute command `taos -n client -h -P -l ` to send a testing package to the specified server and port. - --l ： The size of the testing package, in bytes. The value range is [11, 64,000] and default value is 1,000. Please note that the package length must be same in the above 2 commands executed on server side and client side respectively. + +-l ： The size of the testing package, in bytes. The value range is [11, 64,000] and default value is 1,000. +Please note that the package length must be same in the above 2 commands executed on server side and client side respectively. Output of the server side for the example is below: ```bash -# taos -n server -P 6000 -12/21 14:50:13.522509 0x7f536f455200 UTL work as server, host:172.27.0.7 startPort:6000 endPort:6011 pkgLen:1000 - -12/21 14:50:13.522659 0x7f5352242700 UTL TCP server at port:6000 is listening -12/21 14:50:13.522727 0x7f5351240700 UTL TCP server at port:6001 is listening +# taos -n server -P 6030 -l 1000 +network test server is initialized, port:6030 +request is received, size:1000 +request is received, size:1000 ... ... ... -12/21 14:50:13.523954 0x7f5342fed700 UTL TCP server at port:6011 is listening -12/21 14:50:13.523989 0x7f53437ee700 UTL UDP server at port:6010 is listening -12/21 14:50:13.524019 0x7f53427ec700 UTL UDP server at port:6011 is listening -12/21 14:50:22.192849 0x7f5352242700 UTL TCP: read:1000 bytes from 172.27.0.8 at 6000 -12/21 14:50:22.192993 0x7f5352242700 UTL TCP: write:1000 bytes to 172.27.0.8 at 6000 -12/21 14:50:22.237082 0x7f5351a41700 UTL UDP: recv:1000 bytes from 172.27.0.8 at 6000 -12/21 14:50:22.237203 0x7f5351a41700 UTL UDP: send:1000 bytes to 172.27.0.8 at 6000 -12/21 14:50:22.237450 0x7f5351240700 UTL TCP: read:1000 bytes from 172.27.0.8 at 6001 -12/21 14:50:22.237576 0x7f5351240700 UTL TCP: write:1000 bytes to 172.27.0.8 at 6001 -12/21 14:50:22.281038 0x7f5350a3f700 UTL UDP: recv:1000 bytes from 172.27.0.8 at 6001 -12/21 14:50:22.281141 0x7f5350a3f700 UTL UDP: send:1000 bytes to 172.27.0.8 at 6001 -... -... -... -12/21 14:50:22.677443 0x7f5342fed700 UTL TCP: read:1000 bytes from 172.27.0.8 at 6011 -12/21 14:50:22.677576 0x7f5342fed700 UTL TCP: write:1000 bytes to 172.27.0.8 at 6011 -12/21 14:50:22.721144 0x7f53427ec700 UTL UDP: recv:1000 bytes from 172.27.0.8 at 6011 -12/21 14:50:22.721261 0x7f53427ec700 UTL UDP: send:1000 bytes to 172.27.0.8 at 6011 +request is received, size:1000 +request is received, size:1000 ``` Output of the client side for the example is below: ```bash # taos -n client -h 172.27.0.7 -P 6000 -12/21 14:50:22.192434 0x7fc95d859200 UTL work as client, host:172.27.0.7 startPort:6000 endPort:6011 pkgLen:1000 +taos -n client -h v3s2 -P 6030 -l 1000 +network test client is initialized, the server is v3s2:6030 +request is sent, size:1000 +response is received, size:1000 +request is sent, size:1000 +response is received, size:1000 +... +... +... +request is sent, size:1000 +response is received, size:1000 +request is sent, size:1000 +response is received, size:1000 -12/21 14:50:22.192472 0x7fc95d859200 UTL server ip:172.27.0.7 is resolved from host:172.27.0.7 -12/21 14:50:22.236869 0x7fc95d859200 UTL successed to test TCP port:6000 -12/21 14:50:22.237215 0x7fc95d859200 UTL successed to test UDP port:6000 -... -... -... -12/21 14:50:22.676891 0x7fc95d859200 UTL successed to test TCP port:6010 -12/21 14:50:22.677240 0x7fc95d859200 UTL successed to test UDP port:6010 -12/21 14:50:22.720893 0x7fc95d859200 UTL successed to test TCP port:6011 -12/21 14:50:22.721274 0x7fc95d859200 UTL successed to test UDP port:6011 +total succ: 100/100 cost: 16.23 ms speed: 5.87 MB/s ``` The output needs to be checked carefully for the system operator to find the root cause and resolve the problem. -## Startup Status and RPC Diagnostic - -`taos -n startup -h ` can be used to check the startup status of a `taosd` process. This is a common task which should be performed by a system operator, especially in the case of a cluster, to determine whether `taosd` has been started successfully. - -`taos -n rpc -h ` can be used to check whether the port of a started `taosd` can be accessed or not. If `taosd` process doesn't respond or is working abnormally, this command can be used to initiate a rpc communication with the specified fqdn to determine whether it's a network problem or whether `taosd` is abnormal. - -## Sync and Arbitrator Diagnostic - -```bash -taos -n sync -P 6040 -h -taos -n sync -P 6042 -h -``` - -The above commands can be executed in a Linux shell to check whether the port for sync is working well and whether the sync module on the server side is working well. Additionally, `-P 6042` is used to check whether the arbitrator is configured properly and is working well. - -## Network Speed Diagnostic - -`taos -n speed -h -P 6030 -N 10 -l 10000000 -S TCP` - -From version 2.2.0.0 onwards, the above command can be executed in a Linux shell to test network speed. The command sends uncompressed packages to a running `taosd` server process or a simulated server process started by `taos -n server` to test the network speed. Parameters can be used when testing network speed are as below: - --n：When set to "speed", it means testing network speed. --h：The FQDN or IP of the server process to be connected to; if not set, the FQDN configured in `taos.cfg` is used. --P：The port of the server process to connect to, the default value is 6030. --N：The number of packages that will be sent in the test, range is [1,10000], default value is 100. --l：The size of each package in bytes, range is [1024, 1024 \* 1024 \* 1024], default value is 1024. --S：The type of network packages to send, can be either TCP or UDP, default value is TCP. - -## FQDN Resolution Diagnostic - -`taos -n fqdn -h ` - -From version 2.2.0.0 onward, the above command can be executed in a Linux shell to test the resolution speed of FQDN. It can be used to try to resolve a FQDN to an IP address and record the time spent in this process. The parameters that can be used for this purpose are as below: - --n：When set to "fqdn", it means testing the speed of resolving FQDN. --h：The FQDN to be resolved. If not set, the `FQDN` parameter in `taos.cfg` is used by default. - ## Server Log -The parameter `debugFlag` is used to control the log level of the `taosd` server process. The default value is 131. For debugging and tracing, it needs to be set to either 135 or 143 respectively. +The parameter `debugFlag` is used to control the log level of the `taosd` server process. The default value is 131. For debugging and tracing, it needs to be set to either 135 or 143 respectively. -Once this parameter is set to 135 or 143, the log file grows very quickly especially when there is a huge volume of data insertion and data query requests. If all the logs are stored together, some important information may be missed very easily and so on the server side, important information is stored in a different place from other logs. - -- The log at level of INFO, WARNING and ERROR is stored in `taosinfo` so that it is easy to find important information -- The log at level of DEBUG (135) and TRACE (143) and other information not handled by `taosinfo` are stored in `taosdlog` +Once this parameter is set to 135 or 143, the log file grows very quickly especially when there is a huge volume of data insertion and data query requests. Ensure that the disk drive on which logs are stored has sufficient space. ## Client Log -An independent log file, named as "taoslog+" is generated for each client program, i.e. a client process. The default value of `debugFlag` is also 131 and only logs at level of INFO/ERROR/WARNING are recorded. As stated above, for debugging and tracing, it needs to be changed to 135 or 143 respectively, so that logs at DEBUG or TRACE level can be recorded. +An independent log file, named as "taoslog+" is generated for each client program, i.e. a client process. The parameter `debugFlag` is used to control the log level. The default value is 131. For debugging and tracing, it needs to be set to either 135 or 143 respectively. + +The default value of `debugFlag` is also 131 and only logs at level of INFO/ERROR/WARNING are recorded. As stated above, for debugging and tracing, it needs to be changed to 135 or 143 respectively, so that logs at DEBUG or TRACE level can be recorded. The maximum length of a single log file is controlled by parameter `numOfLogLines` and only 2 log files are kept for each `taosd` server process. -Log files are written in an async way to minimize the workload on disk, but the trade off for performance is that a few log lines may be lost in some extreme conditions. +Log files are written in an async way to minimize the workload on disk, but the trade off for performance is that a few log lines may be lost in some extreme conditions. You can configure asynclog to 0 when needed for troubleshooting purposes to ensure that no log information is lost. diff --git a/docs/en/14-reference/12-config/index.md b/docs/en/14-reference/12-config/index.md index cb7daf3c47..532e16de5c 100644 --- a/docs/en/14-reference/12-config/index.md +++ b/docs/en/14-reference/12-config/index.md @@ -1,16 +1,13 @@ --- -sidebar_label: Configuration title: Configuration Parameters description: "Configuration parameters for client and server in TDengine" --- -In this chapter, all the configuration parameters on both server and client side are described thoroughly. - ## Configuration File on Server Side On the server side, the actual service of TDengine is provided by an executable `taosd` whose parameters can be configured in file `taos.cfg` to meet the requirements of different use cases. The default location of `taos.cfg` is `/etc/taos`, but can be changed by using `-c` parameter on the CLI of `taosd`. For example, the configuration file can be put under `/home/user` and used like below -```bash +``` taosd -c /home/user ``` @@ -24,8 +21,6 @@ taosd -C TDengine CLI `taos` is the tool for users to interact with TDengine. It can share same configuration file as `taosd` or use a separate configuration file. When launching `taos`, parameter `-c` can be used to specify the location where its configuration file is. For example `taos -c /home/cfg` means `/home/cfg/taos.cfg` will be used. If `-c` is not used, the default location of the configuration file is `/etc/taos`. For more details please use `taos --help` to get. -From version 2.0.10.0 below commands can be used to show the configuration parameters of the client side. - ```bash taos -C ``` @@ -36,6 +31,11 @@ taos --dump-config # Configuration Parameters +:::note +The parameters described in this document by the effect that they have on the system. + +::: + :::note `taosd` needs to be restarted for the parameters changed in the configuration file to take effect. @@ -45,19 +45,19 @@ taos --dump-config ### firstEp -| Attribute | Description | -| ------------- | ---------------------------------------------------------------------------------------------------- | -| Applicable | Server and Client | +| Attribute | Description | +| -------- | -------------------------------------------------------------- | +| Applicable | Server and Client | | Meaning | The end point of the first dnode in the cluster to be connected to when `taosd` or `taos` is started | -| Default Value | localhost:6030 | +| Default | localhost:6030 | ### secondEp -| Attribute | Description | -| ------------- | ---------------------------------------------------------------------------------------------------------------------- | -| Applicable | Server and Client | +| Attribute | Description | +| -------- | ------------------------------------------------------------------------------------- | +| Applicable | Server and Client | | Meaning | The end point of the second dnode to be connected to if the firstEp is not available when `taosd` or `taos` is started | -| Default Value | None | +| Default | None | ### fqdn @@ -65,35 +65,28 @@ taos --dump-config | ------------- | ------------------------------------------------------------------------ | | Applicable | Server Only | | Meaning | The FQDN of the host where `taosd` will be started. It can be IP address | -| Default Value | The first hostname configured for the host | -| Note | It should be within 96 bytes | +| Default Value | The first hostname configured for the host | +| Note | It should be within 96 bytes | | ### serverPort -| Attribute | Description | -| ------------- | ------------------------------------------------------------------------------------------------------------------------------- | -| Applicable | Server Only | +| Attribute | Description | +| -------- | ----------------------------------------------------------------------------------------------------------------------- | +| Applicable | Server Only | | Meaning | The port for external access after `taosd` is started | | Default Value | 6030 | :::note -TDengine uses 13 continuous ports, both TCP and UDP, starting with the port specified by `serverPort`. You should ensure, in your firewall rules, that these ports are kept open. Below table describes the ports used by TDengine in details. - +- Ensure that your firewall rules do not block TCP port 6042 on any host in the cluster. Below table describes the ports used by TDengine in details. ::: - | Protocol | Default Port | Description | How to configure | | :------- | :----------- | :----------------------------------------------- | :--------------------------------------------------------------------------------------------- | -| TCP | 6030 | Communication between client and server | serverPort | -| TCP | 6035 | Communication among server nodes in cluster | serverPort+5 | -| TCP | 6040 | Data syncup among server nodes in cluster | serverPort+10 | -| TCP | 6041 | REST connection between client and server | Please refer to [taosAdapter](../taosadapter/) | -| TCP | 6042 | Service Port of Arbitrator | The parameter of Arbitrator | -| TCP | 6043 | Service Port of TaosKeeper | The parameter of TaosKeeper | -| TCP | 6044 | Data access port for StatsD | refer to [taosAdapter](../taosadapter/) | -| UDP | 6045 | Data access for statsd | refer to [taosAdapter](../taosadapter/) | -| TCP | 6060 | Port of Monitoring Service in Enterprise version | | -| UDP | 6030-6034 | Communication between client and server | serverPort | -| UDP | 6035-6039 | Communication among server nodes in cluster | serverPort | +| TCP | 6030 | Communication between client and server. In a multi-node cluster, communication between nodes. serverPort | +| TCP | 6041 | REST connection between client and server | Prior to 2.4.0.0: serverPort+11; After 2.4.0.0 refer to [taosAdapter](/reference/taosadapter/) | +| TCP | 6043 | Service Port of TaosKeeper | The parameter of TaosKeeper | +| TCP | 6044 | Data access port for StatsD | Configurable through taosAdapter parameters. +| UDP | 6045 | Data access for statsd | Configurable through taosAdapter parameters. +| TCP | 6060 | Port of Monitoring Service in Enterprise version | | ### maxShellConns @@ -104,104 +97,109 @@ TDengine uses 13 continuous ports, both TCP and UDP, starting with the port spec | Value Range | 10-50000000 | | Default Value | 5000 | -### maxConnections - -| Attribute | Description | -| ------------- | ----------------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | The maximum number of connections allowed by a database | -| Value Range | 1-100000 | -| Default Value | 5000 | -| Note | The maximum number of worker threads on the client side is maxConnections/100 | - -### rpcForceTcp - -| Attribute | Description | -| ------------- | ------------------------------------------------------------------- | -| Applicable | Server and Client | -| Meaning | TCP is used by force | -| Value Range | 0: disabled 1: enabled | -| Default Value | 0 | -| Note | It's suggested to configure to enable if network is not good enough | - ## Monitoring Parameters ### monitor -| Attribute | Description | -| ------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | The switch for monitoring inside server. The workload of the hosts, including CPU, memory, disk, network, TTP requests, are collected and stored in a system builtin database `LOG` | -| Value Range | 0: monitoring disabled, 1: monitoring enabled | -| Default Value | 1 | +| Attribute | Description | +| -------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| Applicable | Server only | +| Meaning | The switch for monitoring inside server. The main object of monitoring is to collect information about load on physical nodes, including CPU usage, memory usage, disk usage, and network bandwidth. Monitoring information is sent over HTTP to the taosKeeper service specified by `monitorFqdn` and `monitorProt`. +| Value Range | 0: monitoring disabled, 1: monitoring enabled | +| Default | 1 | + +### monitorFqdn + +| Attribute | Description | +| -------- | -------------------------- | +| Applicable | Server Only | +| Meaning | FQDN of taosKeeper monitoring service | +| Default | None | + +### monitorPort + +| Attribute | Description | +| -------- | --------------------------- | +| Applicable | Server Only | +| Meaning | Port of taosKeeper monitoring service | +| Default Value | 6043 | ### monitorInterval -| Attribute | Description | -| ------------- | ------------------------------------------ | -| Applicable | Server Only | +| Attribute | Description | +| -------- | -------------------------------------------- | +| Applicable | Server Only | | Meaning | The interval of collecting system workload | | Unit | second | -| Value Range | 1-600 | -| Default Value | 30 | +| Value Range | 1-200000 | +| Default Value | 30 | ### telemetryReporting -| Attribute | Description | -| ------------- | ---------------------------------------------------------------------------- | -| Applicable | Server Only | +| Attribute | Description | +| -------- | ---------------------------------------- | +| Applicable | Server Only | | Meaning | Switch for allowing TDengine to collect and report service usage information | | Value Range | 0: Not allowed; 1: Allowed | -| Default Value | 1 | +| Default Value | 1 | ## Query Parameters -### queryBufferSize +### queryPolicy -| Attribute | Description | -| ------------- | ---------------------------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | The total memory size reserved for all queries | -| Unit | MB | -| Default Value | None | -| Note | It can be estimated by "maximum number of concurrent queries" _ "number of tables" _ 170 | +| Attribute | Description | +| -------- | ----------------------------- | +| Applicable | Client only | +| Meaning | Execution policy for query statements | +| Unit | None | +| Default | 1 | +| Notes | 1: Run queries on vnodes and not on qnodes | -### ratioOfQueryCores +2: Run subtasks without scan operators on qnodes and subtasks with scan operators on vnodes. + +3: Only run scan operators on vnodes; run all other operators on qnodes. + +### querySmaOptimize + +| Attribute | Description | +| -------- | -------------------- | +| Applicable | Client only | +| 含义 | SMA index optimization policy | +| Unit | None | +| Default Value | 0 | +| Notes | + +0: Disable SMA indexing and perform all queries on non-indexed data. + +1: Enable SMA indexing and perform queries from suitable statements on precomputation results.| -| Attribute | Description | -| ------------- | ----------------------------------------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | Maximum number of query threads | -| Default Value | 1 | -| Note | value range: float number between [0, 2] 0: only 1 query thread; >0: the times of the number of cores | ### maxNumOfDistinctRes -| Attribute | Description | -| ------------- | -------------------------------------------- | -| Applicable | Server Only | +| Attribute | Description | +| -------- | -------------------------------- | --- | +| Applicable | Server Only | | Meaning | The maximum number of distinct rows returned | | Value Range | [100,000 - 100,000,000] | | Default Value | 100,000 | -| Note | After version 2.3.0.0 | ## Locale Parameters ### timezone -| Attribute | Description | -| ------------- | ------------------------------- | -| Applicable | Server and Client | +| Attribute | Description | +| -------- | ------------------------------ | +| Applicable | Server and Client | | Meaning | TimeZone | | Default Value | TimeZone configured in the host | :::info -To handle the data insertion and data query from multiple timezones, Unix Timestamp is used and stored in TDengine. The timestamp generated from any timezones at same time is same in Unix timestamp. To make sure the time on client side can be converted to Unix timestamp correctly, the timezone must be set properly. +To handle the data insertion and data query from multiple timezones, Unix Timestamp is used and stored in TDengine. The timestamp generated from any timezones at same time is same in Unix timestamp. Note that Unix timestamps are converted and recorded on the client side. To make sure the time on client side can be converted to Unix timestamp correctly, the timezone must be set properly. -On Linux system, TDengine clients automatically obtain timezone from the host. Alternatively, the timezone can be configured explicitly in configuration file `taos.cfg` like below. +On Linux system, TDengine clients automatically obtain timezone from the host. Alternatively, the timezone can be configured explicitly in configuration file `taos.cfg` like below. For example: ``` -timezone UTC-7 +timezone UTC-8 timezone GMT-8 timezone Asia/Shanghai ``` @@ -239,11 +237,11 @@ To avoid the problems of using time strings, Unix timestamp can be used directly | Default Value | Locale configured in host | :::info -A specific type "nchar" is provided in TDengine to store non-ASCII characters such as Chinese, Japanese, and Korean. The characters to be stored in nchar type are firstly encoded in UCS4-LE before sending to server side. To store non-ASCII characters correctly, the encoding format of the client side needs to be set properly. +A specific type "nchar" is provided in TDengine to store non-ASCII characters such as Chinese, Japanese, and Korean. The characters to be stored in nchar type are firstly encoded in UCS4-LE before sending to server side. Note that the correct encoding is determined by the user. To store non-ASCII characters correctly, the encoding format of the client side needs to be set properly. The characters input on the client side are encoded using the default system encoding, which is UTF-8 on Linux, or GB18030 or GBK on some systems in Chinese, POSIX in docker, CP936 on Windows in Chinese. The encoding of the operating system in use must be set correctly so that the characters in nchar type can be converted to UCS4-LE. -The locale definition standard on Linux is: \_., for example, in "zh_CN.UTF-8", "zh" means Chinese, "CN" means China mainland, "UTF-8" means charset. On Linux and Mac OSX, the charset can be set by locale in the system. On Windows system another configuration parameter `charset` must be used to configure charset because the locale used on Windows is not POSIX standard. Of course, `charset` can also be used on Linux to specify the charset. +The locale definition standard on Linux is: \_., for example, in "zh_CN.UTF-8", "zh" means Chinese, "CN" means China mainland, "UTF-8" means charset. The charset indicates how to display the characters. On Linux and Mac OSX, the charset can be set by locale in the system. On Windows system another configuration parameter `charset` must be used to configure charset because the locale used on Windows is not POSIX standard. Of course, `charset` can also be used on Linux to specify the charset. ::: @@ -256,849 +254,566 @@ The locale definition standard on Linux is: \_., f | Default Value | charset set in the system | :::info -On Linux, if `charset` is not set in `taos.cfg`, when `taos` is started, the charset is obtained from system locale. If obtaining charset from system locale fails, `taos` would fail to start. So on Linux system, if system locale is set properly, it's not necessary to set `charset` in `taos.cfg`. For example: +On Linux, if `charset` is not set in `taos.cfg`, when `taos` is started, the charset is obtained from system locale. If obtaining charset from system locale fails, `taos` would fail to start. + +So on Linux system, if system locale is set properly, it's not necessary to set `charset` in `taos.cfg`. For example: ``` locale zh_CN.UTF-8 ``` -On a Linux system, if the charset contained in `locale` is not consistent with that set by `charset`, the later setting in the configuration file takes precedence. - -```title="Effective charset is GBK" -locale zh_CN.UTF-8 -charset GBK -``` - -```title="Effective charset is UTF-8" -charset GBK -locale zh_CN.UTF-8 -``` - On Windows system, it's not possible to obtain charset from system locale. If it's not set in configuration file `taos.cfg`, it would be default to CP936, same as set as below in `taos.cfg`. For example ``` charset CP936 ``` +Refer to the documentation for your operating system before changing the charset. + +On a Linux system, if the charset contained in `locale` is not consistent with that set by `charset`, the later setting in the configuration file takes precedence. + +``` +locale zh_CN.UTF-8 +charset GBK +``` + +The charset that takes effect is GBK. + +``` +charset GBK +locale zh_CN.UTF-8 +``` + +The charset that takes effect is UTF-8. + ::: ## Storage Parameters ### dataDir -| Attribute | Description | -| ------------- | ------------------------------------------- | +| Attribute | Description | +| -------- | ------------------------------------------ | | Applicable | Server Only | | Meaning | All data files are stored in this directory | | Default Value | /var/lib/taos | -### cache - -| Attribute | Description | -| ------------- | ----------------------------- | -| Applicable | Server Only | -| Meaning | The size of each memory block | -| Unit | MB | -| Default Value | 16 | - -### blocks - -| Attribute | Description | -| ------------- | -------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | The number of memory blocks of size `cache` used by each vnode | -| Default Value | 6 | - -### days - -| Attribute | Description | -| ------------- | ----------------------------------------------------- | -| Applicable | Server Only | -| Meaning | The time range of the data stored in single data file | -| Unit | day | -| Default Value | 10 | - -### keep - -| Attribute | Description | -| ------------- | -------------------------------------- | -| Applicable | Server Only | -| Meaning | The number of days for data to be kept | -| Unit | day | -| Default Value | 3650 | - -### minRows - -| Attribute | Description | -| ------------- | ------------------------------------------ | -| Applicable | Server Only | -| Meaning | minimum number of rows in single data file | -| Default Value | 100 | - -### maxRows - -| Attribute | Description | -| ------------- | ------------------------------------------ | -| Applicable | Server Only | -| Meaning | maximum number of rows in single data file | -| Default Value | 4096 | - -### walLevel - -| Attribute | Description | -| ------------- | ---------------------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | WAL level | -| Value Range | 0: wal disabled
1: wal enabled without fsync
2: wal enabled with fsync | -| Default Value | 1 | - -### fsync - -| Attribute | Description | -| ------------- | --------------------------------------------------------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | The waiting time for invoking fsync when walLevel is 2 | -| Unit | millisecond | -| Value Range | 0: no waiting time, fsync is performed immediately once WAL is written;
maximum value is 180000, i.e. 3 minutes | -| Default Value | 3000 | - -### update - -| Attribute | Description | -| ------------- | ------------------------------------------------------------------------------------------------------ | -| Applicable | Server Only | -| Meaning | If it's allowed to update existing data | -| Value Range | 0: not allowed
1: a row can only be updated as a whole
2: a part of columns can be updated | -| Default Value | 0 | -| Note | Not available from version 2.0.8.0 | - -### cacheLast - -| Attribute | Description | -| ------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | Whether to cache the latest rows of each sub table in memory | -| Value Range | 0: not cached
1: the last row of each sub table is cached
2: the last non-null value of each column is cached
3: identical to both 1 and 2 are set | -| Default Value | 0 | - ### minimalTmpDirGB -| Attribute | Description | -| ------------- | ----------------------------------------------------------------------------------------------- | -| Applicable | Server and Client | +| Attribute | Description | +| -------- | ------------------------------------------------ | +| Applicable | Server and Client | | Meaning | When the available disk space in tmpDir is below this threshold, writing to tmpDir is suspended | -| Unit | GB | -| Default Value | 1.0 | +| Unit | GB | +| Default Value | 1.0 | ### minimalDataDirGB -| Attribute | Description | -| ------------- | ------------------------------------------------------------------------------------------------ | -| Applicable | Server Only | -| Meaning | hen the available disk space in dataDir is below this threshold, writing to dataDir is suspended | -| Unit | GB | -| Default Value | 2.0 | - -### vnodeBak - -| Attribute | Description | -| ------------- | --------------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | Whether to backup the corresponding vnode directory when a vnode is deleted | -| Value Range | 0: not backed up, 1: backup | -| Default Value | 1 | +| Attribute | Description | +| -------- | ------------------------------------------------ | +| Applicable | Server Only | +| Meaning | When the available disk space in dataDir is below this threshold, writing to dataDir is suspended | +| Unit | GB | +| Default Value | 2.0 | ## Cluster Parameters -### numOfMnodes +### supportVnodes -| Attribute | Description | -| ------------- | ------------------------------ | -| Applicable | Server Only | -| Meaning | The number of management nodes | -| Default Value | 3 | - -### replica - -| Attribute | Description | -| ------------- | -------------------------- | -| Applicable | Server Only | -| Meaning | The number of replications | -| Value Range | 1-3 | -| Default Value | 1 | - -### quorum - -| Attribute | Description | -| ------------- | ------------------------------------------------------------------------------------------ | -| Applicable | Server Only | -| Meaning | The number of required confirmations for data replication in case of multiple replications | -| Value Range | 1,2 | -| Default Value | 1 | - -### role - -| Attribute | Description | -| ------------- | --------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | The role of the dnode | -| Value Range | 0: both mnode and vnode
1: mnode only
2: dnode only | -| Default Value | 0 | - -### balance - -| Attribute | Description | -| ------------- | ------------------------ | -| Applicable | Server Only | -| Meaning | Automatic load balancing | -| Value Range | 0: disabled, 1: enabled | -| Default Value | 1 | - -### balanceInterval - -| Attribute | Description | -| ------------- | ----------------------------------------------- | -| Applicable | Server Only | -| Meaning | The interval for checking load balance by mnode | -| Unit | second | -| Value Range | 1-30000 | -| Default Value | 300 | - -### arbitrator - -| Attribute | Description | -| ------------- | -------------------------------------------------- | -| Applicable | Server Only | -| Meaning | End point of arbitrator, format is same as firstEp | -| Default Value | None | +| Attribute | Description | +| -------- | --------------------------- | +| Applicable | Server Only | +| Meaning | Maximum number of vnodes per dnode | +| Value Range | 0-4096 | +| Default Value | 256 | ## Time Parameters -### precision - -| Attribute | Description | -| ------------- | ------------------------------------------------- | -| Applicable | Server only | -| Meaning | Time precision used for each database | -| Value Range | ms: millisecond; us: microsecond ; ns: nanosecond | -| Default Value | ms | - -### rpcTimer - -| Attribute | Description | -| ------------- | ------------------ | -| Applicable | Server and Client | -| Meaning | rpc retry interval | -| Unit | milliseconds | -| Value Range | 100-3000 | -| Default Value | 300 | - -### rpcMaxTime - -| Attribute | Description | -| ------------- | ---------------------------------- | -| Applicable | Server and Client | -| Meaning | maximum wait time for rpc response | -| Unit | second | -| Value Range | 100-7200 | -| Default Value | 600 | - ### statusInterval -| Attribute | Description | -| ------------- | ----------------------------------------------- | -| Applicable | Server Only | +| Attribute | Description | +| -------- | --------------------------- | +| Applicable | Server Only | | Meaning | the interval of dnode reporting status to mnode | | Unit | second | -| Value Range | 1-10 | -| Default Value | 1 | +| Value Range | 1-10 | +| Default Value | 1 | ### shellActivityTimer -| Attribute | Description | -| ------------- | ------------------------------------------------------ | -| Applicable | Server and Client | +| Attribute | Description | +| -------- | --------------------------------- | +| Applicable | Server and Client | | Meaning | The interval for taos shell to send heartbeat to mnode | -| Unit | second | -| Value Range | 1-120 | -| Default Value | 3 | - -### tableMetaKeepTimer - -| Attribute | Description | -| ------------- | -------------------------------------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | The expiration time for metadata in cache, once it's reached the client would refresh the metadata | -| Unit | second | -| Value Range | 1-8640000 | -| Default Value | 7200 | - -### maxTmrCtrl - -| Attribute | Description | -| ------------- | ------------------------ | -| Applicable | Server and Client | -| Meaning | Maximum number of timers | -| Unit | None | -| Value Range | 8-2048 | -| Default Value | 512 | - -### offlineThreshold - -| Attribute | Description | -| ------------- | ----------------------------------------------------------------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | The expiration time for dnode online status, once it's reached before receiving status from a node, the dnode becomes offline | -| Unit | second | -| Value Range | 5-7200000 | -| Default Value | 86400\*10 (i.e. 10 days) | +| Unit | second | +| Value Range | 1-120 | +| Default Value | 3 | ## Performance Optimization Parameters -### numOfThreadsPerCore - -| Attribute | Description | -| ------------- | ------------------------------------------- | -| Applicable | Server and Client | -| Meaning | The number of consumer threads per CPU core | -| Default Value | 1.0 | - -### ratioOfQueryThreads - -| Attribute | Description | -| ------------- | --------------------------------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | Maximum number of query threads | -| Value Range | 0: Only one query thread
1: Same as number of CPU cores
2: two times of CPU cores | -| Default Value | 1 | -| Note | This value can be a float number, 0.5 means half of the CPU cores | - -### maxVgroupsPerDb - -| Attribute | Description | -| ------------- | ------------------------------------ | -| Applicable | Server Only | -| Meaning | Maximum number of vnodes for each DB | -| Value Range | 0-8192 | -| Default Value | | - -### maxTablesPerVnode - -| Attribute | Description | -| ------------- | -------------------------------------- | -| Applicable | Server Only | -| Meaning | Maximum number of tables in each vnode | -| Default Value | 1000000 | - -### minTablesPerVnode - -| Attribute | Description | -| ------------- | -------------------------------------- | -| Applicable | Server Only | -| Meaning | Minimum number of tables in each vnode | -| Default Value | 1000 | - -### tableIncStepPerVnode - -| Attribute | Description | -| ------------- | ------------------------------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | When minTablesPerVnode is reached, the number of tables are allocated for a vnode each time | -| Default Value | 1000 | - -### maxNumOfOrderedRes - -| Attribute | Description | -| ------------- | ------------------------------------------- | -| Applicable | Server and Client | -| Meaning | Maximum number of rows ordered for a STable | -| Default Value | 100,000 | - -### mnodeEqualVnodeNum - -| Attribute | Description | -| ------------- | ----------------------------------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | The number of vnodes whose system resources consumption are considered as equal to single mnode | -| Default Value | 4 | - ### numOfCommitThreads -| Attribute | Description | -| ------------- | ----------------------------------------- | -| Applicable | Server Only | +| Attribute | Description | +| -------- | ---------------------- | +| Applicable | Server Only | | Meaning | Maximum of threads for committing to disk | -| Default Value | | +| Default Value | | ## Compression Parameters -### comp - -| Attribute | Description | -| ------------- | ------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | Whether data is compressed | -| Value Range | 0: uncompressed, 1: One phase compression, 2: Two phase compression | -| Default Value | 2 | - -### tsdbMetaCompactRatio - -| Attribute | Description | -| ------------- | ------------------------------------------------------------------------------------------- | -| Meaning | The threshold for percentage of redundant in meta file to trigger compression for meta file | -| Value Range | 0: no compression forever, [1-100]: The threshold percentage | -| Default Value | 0 | - ### compressMsgSize -| Attribute | Description | -| ------------- | -------------------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | The threshold for message size to compress the message.. | +| Attribute | Description | +| ------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| Applicable | Server Only | +| Meaning | The threshold for message size to compress the message. | Set the value to 64330 bytes for good message compression. | | Unit | bytes | | Value Range | 0: already compress; >0: compress when message exceeds it; -1: always uncompress | -| Default Value | -1 | +| Default Value | -1 | ### compressColData -| Attribute | Description | -| ------------- | ------------------------------------------------------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | The threshold for size of column data to trigger compression for the query result | +| Attribute | Description | +| -------- | --------------------------------------------------------------------------------------- | +| Applicable | Server Only | +| Meaning | The threshold for size of column data to trigger compression for the query result | | Unit | bytes | | Value Range | 0: always compress; >0: only compress when the size of any column data exceeds the threshold; -1: always uncompress | -| Default Value | -1 | -| Note | available from version 2.3.0.0 | - -### lossyColumns - -| Attribute | Description | -| ------------- | ------------------------------------------------------------------------------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | The floating number types for lossy compression | -| Value Range | "": lossy compression is disabled
float: only for float
double: only for double
float \| double: for both float and double | -| Default Value | "" , i.e. disabled | - -### fPrecision - -| Attribute | Description | -| ------------- | ----------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | Compression precision for float type | -| Value Range | 0.1 ~ 0.00000001 | -| Default Value | 0.00000001 | -| Note | The fractional part lower than this value will be discarded | - -### dPrecision - -| Attribute | Description | -| ------------- | ----------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | Compression precision for double type | -| Value Range | 0.1 ~ 0.0000000000000001 | -| Default Value | 0.0000000000000001 | -| Note | The fractional part lower than this value will be discarded | - -## Continuous Query Parameters - -### stream - -| Attribute | Description | -| ------------- | ---------------------------------- | -| Applicable | Server Only | -| Meaning | Whether to enable continuous query | -| Value Range | 0: disabled
1: enabled | -| Default Value | 1 | - -### minSlidingTime - -| Attribute | Description | -| ------------- | -------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | Minimum sliding time of time window | -| Unit | millisecond or microsecond , depending on time precision | -| Value Range | 10-1000000 | -| Default Value | 10 | - -### minIntervalTime - -| Attribute | Description | -| ------------- | --------------------------- | -| Applicable | Server Only | -| Meaning | Minimum size of time window | -| Unit | millisecond | -| Value Range | 1-1000000 | -| Default Value | 10 | - -### maxStreamCompDelay - -| Attribute | Description | -| ------------- | ------------------------------------------------ | -| Applicable | Server Only | -| Meaning | Maximum delay before starting a continuous query | -| Unit | millisecond | -| Value Range | 10-1000000000 | -| Default Value | 20000 | - -### maxFirstStreamCompDelay - -| Attribute | Description | -| ------------- | -------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | Maximum delay time before starting a continuous query the first time | -| Unit | millisecond | -| Value Range | 10-1000000000 | -| Default Value | 10000 | - -### retryStreamCompDelay - -| Attribute | Description | -| ------------- | --------------------------------------------- | -| Applicable | Server Only | -| Meaning | Delay time before retrying a continuous query | -| Unit | millisecond | -| Value Range | 10-1000000000 | -| Default Value | 10 | - -### streamCompDelayRatio - -| Attribute | Description | -| ------------- | ------------------------------------------------------------------------ | -| Applicable | Server Only | -| Meaning | The delay ratio, with time window size as the base, for continuous query | -| Value Range | 0.1-0.9 | -| Default Value | 0.1 | - -:::info -To prevent system resource from being exhausted by multiple concurrent streams, a random delay is applied on each stream automatically. `maxFirstStreamCompDelay` is the maximum delay time before a continuous query is started the first time. `streamCompDelayRatio` is the ratio for calculating delay time, with the size of the time window as base. `maxStreamCompDelay` is the maximum delay time. The actual delay time is a random time not bigger than `maxStreamCompDelay`. If a continuous query fails, `retryStreamComDelay` is the delay time before retrying it, also not bigger than `maxStreamCompDelay`. - -::: - -## HTTP Parameters - -### http - -| Attribute | Description | -| ------------- | ------------------------------ | -| Applicable | Server Only | -| Meaning | Whether to enable http service | -| Value Range | 0: disabled, 1: enabled | -| Default Value | 1 | - -### httpEnableRecordSql - -| Attribute | Description | -| ------------- | ------------------------------------------------------------------------- | -| Applicable | Server Only | -| Meaning | Whether to record the SQL invocation through REST interface | -| Default Value | 0: false; 1: true | -| Note | The resulting files, i.e. httpnote.0/httpnote.1, are located under logDir | - -### httpMaxThreads - -| Attribute | Description | -| ------------- | -------------------------------------------- | -| Applicable | Server Only | -| Meaning | The number of threads for RESTFul interface. | -| Default Value | 2 | - -### restfulRowLimit - -| Attribute | Description | -| ------------- | ------------------------------------------------------------ | -| Applicable | Server Only | -| Meaning | Maximum number of rows returned each time by REST interface. | -| Default Value | 10240 | -| Note | Maximum value is 10,000,000 | - -### httpDBNameMandatory - -| Attribute | Description | -| ------------- | ---------------------------------------- | -| Applicable | Server Only | -| Meaning | Whether database name is required in URL | -| Value Range | 0:not required, 1: required | -| Default Value | 0 | -| Note | From version 2.3.0.0 | +| Default Value | -1 | ## Log Parameters ### logDir -| Attribute | Description | -| ------------- | ----------------------------------- | -| Applicable | Server and Client | +| Attribute | Description | +| -------- | -------------------------------------------------- | +| Applicable | Server and Client | | Meaning | The directory for writing log files | | Default Value | /var/log/taos | ### minimalLogDirGB -| Attribute | Description | -| ------------- | -------------------------------------------------------------------------------------------------- | -| Applicable | Server and Client | +| Attribute | Description | +| -------- | -------------------------------------------- | +| Applicable | Server and Client | | Meaning | When the available disk space in logDir is below this threshold, writing to log files is suspended | -| Unit | GB | -| Default Value | 1.0 | +| Unit | GB | +| Default Value | 1.0 | ### numOfLogLines -| Attribute | Description | -| ------------- | ------------------------------------------ | -| Applicable | Server and Client | +| Attribute | Description | +| -------- | ---------------------------- | +| Applicable | Server and Client | | Meaning | Maximum number of lines in single log file | -| Default Value | 10,000,000 | +| Default Value | 10000000 | ### asyncLog -| Attribute | Description | -| ------------- | ---------------------------- | -| Applicable | Server and Client | +| Attribute | Description | +| -------- | -------------------- | +| Applicable | Server and Client | | Meaning | The mode of writing log file | | Value Range | 0: sync way; 1: async way | -| Default Value | 1 | +| Default Value | 1 | ### logKeepDays -| Attribute | Description | -| ------------- | ------------------------------------------------------------------------------------------------------------------------------------------- | -| Applicable | Server and Client | +| Attribute | Description | +| -------- | ----------------------------------------------------------------------------------- | +| Applicable | Server and Client | | Meaning | The number of days for log files to be kept | -| Unit | day | -| Default Value | 0 | +| Unit | day | +| Default Value | 0 | | Note | When it's bigger than 0, the log file would be renamed to "taosdlog.xxx" in which "xxx" is the timestamp when the file is changed last time | ### debugFlag -| Attribute | Description | -| ------------- | --------------------------------------------------------- | -| Applicable | Server and Client | +| Attribute | Description | +| -------- | ------------------------------------------------------------------------------------------------- | +| Applicable | Server and Client | | Meaning | Log level | | Value Range | 131: INFO/WARNING/ERROR; 135: plus DEBUG; 143: plus TRACE | | Default Value | 131 or 135, depending on the module | -### mDebugFlag - -| Attribute | Description | -| ------------- | ------------------ | -| Applicable | Server Only | -| Meaning | Log level of mnode | -| Value Range | same as debugFlag | -| Default Value | 135 | - -### dDebugFlag - -| Attribute | Description | -| ------------- | ------------------ | -| Applicable | Server and Client | -| Meaning | Log level of dnode | -| Value Range | same as debugFlag | -| Default Value | 135 | - -### sDebugFlag - -| Attribute | Description | -| ------------- | ------------------------ | -| Applicable | Server and Client | -| Meaning | Log level of sync module | -| Value Range | same as debugFlag | -| Default Value | 135 | - -### wDebugFlag - -| Attribute | Description | -| ------------- | ----------------------- | -| Applicable | Server and Client | -| Meaning | Log level of WAL module | -| Value Range | same as debugFlag | -| Default Value | 135 | - -### sdbDebugFlag - -| Attribute | Description | -| ------------- | ---------------------- | -| Applicable | Server and Client | -| Meaning | logLevel of sdb module | -| Value Range | same as debugFlag | -| Default Value | 135 | - -### rpcDebugFlag - -| Attribute | Description | -| ------------- | ----------------------- | -| Applicable | Server and Client | -| Meaning | Log level of rpc module | -| Value Range | Same as debugFlag | -| Default Value | | - ### tmrDebugFlag -| Attribute | Description | -| ------------- | ------------------------- | +| Attribute | Description | +| -------- | -------------------- | | Applicable | Server and Client | | Meaning | Log level of timer module | -| Value Range | Same as debugFlag | -| Default Value | | - -### cDebugFlag - -| Attribute | Description | -| ------------- | ------------------- | -| Applicable | Client Only | -| Meaning | Log level of Client | -| Value Range | Same as debugFlag | -| Default Value | | - -### jniDebugFlag - -| Attribute | Description | -| ------------- | ----------------------- | -| Applicable | Client Only | -| Meaning | Log level of jni module | -| Value Range | Same as debugFlag | -| Default Value | | - -### odbcDebugFlag - -| Attribute | Description | -| ------------- | ------------------------ | -| Applicable | Client Only | -| Meaning | Log level of odbc module | -| Value Range | Same as debugFlag | -| Default Value | | +| Value Range | same as debugFlag | +| Default Value | | ### uDebugFlag -| Attribute | Description | -| ------------- | -------------------------- | -| Applicable | Server and Client | +| Attribute | Description | +| -------- | ---------------------- | +| Applicable | Server and Client | | Meaning | Log level of common module | -| Value Range | Same as debugFlag | -| Default Value | | | +| Value Range | same as debugFlag | +| Default Value | | -### mqttDebugFlag +### rpcDebugFlag -| Attribute | Description | -| ------------- | ------------------------ | -| Applicable | Server Only | -| Meaning | Log level of mqtt module | -| Value Range | Same as debugFlag | -| Default Value | | +| Attribute | Description | +| -------- | -------------------- | +| Applicable | Server and Client | +| Meaning | Log level of rpc module | +| Value Range | same as debugFlag | +| Default Value | | -### monitorDebugFlag +### jniDebugFlag -| Attribute | Description | -| ------------- | ------------------------------ | -| Applicable | Server Only | -| Meaning | Log level of monitoring module | -| Value Range | Same as debugFlag | -| Default Value | | +| Attribute | Description | +| -------- | ------------------ | +| Applicable | Client Only | +| Meaning | Log level of jni module | +| Value Range | same as debugFlag | +| Default Value | | ### qDebugFlag -| Attribute | Description | -| ------------- | ------------------------- | +| Attribute | Description | +| -------- | -------------------- | | Applicable | Server and Client | -| Meaning | Log level of query module | -| Value Range | Same as debugFlag | -| Default Value | | +| Meaning | Log level of query module | +| Value Range | same as debugFlag | +| Default Value | | + +### cDebugFlag + +| Attribute | Description | +| -------- | --------------------- | +| Applicable | Client Only | +| Meaning | Log level of Client | +| Value Range | same as debugFlag | +| Default Value | | + +### dDebugFlag + +| Attribute | Description | +| -------- | -------------------- | +| Applicable | Server Only | +| Meaning | Log level of dnode | +| Value Range | same as debugFlag | +| Default Value | 135 | ### vDebugFlag -| Attribute | Description | -| ------------- | ------------------ | -| Applicable | Server and Client | +| Attribute | Description | +| -------- | -------------------- | +| Applicable | Server Only | | Meaning | Log level of vnode | -| Value Range | Same as debugFlag | -| Default Value | | +| Value Range | same as debugFlag | +| Default Value | | + +### mDebugFlag + +| Attribute | Description | +| -------- | -------------------- | +| Applicable | Server Only | +| Meaning | Log level of mnode module | +| Value Range | same as debugFlag | +| Default Value | 135 | + +### wDebugFlag + +| Attribute | Description | +| -------- | ------------------ | +| Applicable | Server Only | +| Meaning | Log level of WAL module | +| Value Range | same as debugFlag | +| Default Value | 135 | + +### sDebugFlag + +| Attribute | Description | +| -------- | -------------------- | +| Applicable | Server and Client | +| Meaning | Log level of sync module | +| Value Range | same as debugFlag | +| Default Value | 135 | ### tsdbDebugFlag -| Attribute | Description | -| ------------- | ------------------------ | -| Applicable | Server Only | -| Meaning | Log level of TSDB module | -| Value Range | Same as debugFlag | -| Default Value | | +| Attribute | Description | +| -------- | ------------------- | +| Applicable | Server Only | +| Meaning | Log level of TSDB module | +| Value Range | same as debugFlag | +| Default Value | | -### cqDebugFlag +### tqDebugFlag | Attribute | Description | -| ------------- | ------------------------------------ | -| Applicable | Server and Client | -| Meaning | Log level of continuous query module | -| Value Range | Same as debugFlag | -| Default Value | | +| -------- | ----------------- | +| Applicable | Server only | +| Meaning | Log level of TQ module | +| Value Range | same as debugFlag | +| Default Value | | -## Client Only +### fsDebugFlag -### maxSQLLength +| Attribute | Description | +| -------- | ----------------- | +| Applicable | Server only | +| Meaning | Log level of FS module | +| Value Range | same as debugFlag | +| Default Value | | + +### udfDebugFlag | Attribute | Description | -| ------------- | -------------------------------------- | -| Applicable | Client Only | -| Meaning | Maximum length of single SQL statement | -| Unit | bytes | -| Value Range | 65480-1048576 | -| Default Value | 1048576 | +| -------- | ------------------ | +| Applicable | Server Only | +| Meaning | Log level of UDF module | +| Value Range | same as debugFlag | +| Default Value | | -### tscEnableRecordSql +### smaDebugFlag -| Attribute | Description | -| ------------- | ------------------------------------------------------------------------------------------------------------------------------------------------- | -| Meaning | Whether to record SQL statements in file | -| Value Range | 0: false, 1: true | -| Default Value | 0 | -| Note | The generated files are named as "tscnote-xxxx.0/tscnote-xxx.1" in which "xxxx" is the pid of the client, and located at same place as client log | +| Attribute | Description | +| -------- | ------------------ | +| Applicable | Server Only | +| Meaning | Log level of SMA module | +| Value Range | same as debugFlag | +| Default Value | | -### maxBinaryDisplayWidth +### idxDebugFlag -| Attribute | Description | -| ------------- | --------------------------------------------------------------------------------------------------- | -| Meaning | Maximum display width of binary and nchar in taos shell. Anything beyond this limit would be hidden | -| Value Range | 5 - | -| Default Value | 30 | +| Attribute | Description | +| -------- | -------------------- | +| Applicable | Server Only | +| Meaning | Log level of index module | +| Value Range | same as debugFlag | +| Default Value | | -:::info -If the length of value exceeds `maxBinaryDisplayWidth`, then the actual display width is max(column name, maxBinaryDisplayLength); otherwise the actual display width is max(length of column name, length of column value). This parameter can also be changed dynamically using `set max_binary_display_width ` in TDengine CLI `taos`. +### tdbDebugFlag -::: +| Attribute | Description | +| -------- | ------------------ | +| Applicable | Server Only | +| Meaning | Log level of TDB module | +| Value Range | same as debugFlag | +| Default Value | | -### maxWildCardsLength +## Schemaless Parameters -| Attribute | Description | -| ------------- | ----------------------------------------------------- | -| Meaning | The maximum length for wildcard string used with LIKE | -| Unit | bytes | -| Value Range | 0-16384 | -| Default Value | 100 | -| Note | From version 2.1.6.1 | +### smlChildTableName -### clientMerge +| Attribute | Description | +| -------- | ------------------------- | +| Applicable | Client only | +| Meaning | Custom subtable name for schemaless writes | +| Type | String | +| Default Value | None | -| Attribute | Description | -| ------------- | --------------------------------------------------- | -| Meaning | Whether to filter out duplicate data on client side | -| Value Range | 0: false; 1: true | -| Default Value | 0 | -| Note | From version 2.3.0.0 | +### smlTagName -### maxRegexStringLen +| Attribute | Description | +| -------- | ------------------------------------ | +| Applicable | Client only | +| Meaning | Default tag for schemaless writes without tag value specified | +| Type | String | +| Default Value | _tag_null | + +### smlDataFormat | Attribute | Description | -| ------------- | ------------------------------------ | -| Meaning | Maximum length of regular expression | -| Value Range | [128, 16384] | -| Default Value | 128 | -| Note | From version 2.3.0.0 | +| -------- | ----------------------------- | +| Applicable | Client only | +| Meaning | Whether schemaless columns are consistently ordered | +| Value Range | 0: not consistent; 1: consistent. | +| Default | 1 | ## Other Parameters ### enableCoreFile -| Attribute | Description | -| ------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| Attribute | Description | +| -------- | ------------------------------------------------------------------------------------------------------------------------------------------ | | Applicable | Server and Client | | Meaning | Whether to generate core file when server crashes | | Value Range | 0: false, 1: true | | Default Value | 1 | | Note | The core file is generated under root directory `systemctl start taosd` is used to start, or under the working directory if `taosd` is started directly on Linux Shell. | + +### udf + +| Attribute | Description | +| -------- | ------------------ | +| Applicable | Server Only | +| Meaning | Whether the UDF service is enabled | +| Value Range | 0: disable UDF; 1: enabled UDF | +| Default Value | 1 | + +## Parameter Comparison of TDengine 2.x and 3.0 +| # | **Parameter** | **In 2.x** | **In 3.0** | +| --- | :-----------------: | --------------- | --------------- | +| 1 | firstEp | Yes | Yes | +| 2 | secondEp | Yes | Yes | +| 3 | fqdn | Yes | Yes | +| 4 | serverPort | Yes | Yes | +| 5 | maxShellConns | Yes | Yes | +| 6 | monitor | Yes | Yes | +| 7 | monitorFqdn | No | Yes | +| 8 | monitorPort | No | Yes | +| 9 | monitorInterval | Yes | Yes | +| 10 | monitorMaxLogs | No | Yes | +| 11 | monitorComp | No | Yes | +| 12 | telemetryReporting | Yes | Yes | +| 13 | telemetryInterval | No | Yes | +| 14 | telemetryServer | No | Yes | +| 15 | telemetryPort | No | Yes | +| 16 | queryPolicy | No | Yes | +| 17 | querySmaOptimize | No | Yes | +| 18 | queryBufferSize | Yes | Yes | +| 19 | maxNumOfDistinctRes | Yes | Yes | +| 20 | minSlidingTime | Yes | Yes | +| 21 | minIntervalTime | Yes | Yes | +| 22 | countAlwaysReturnValue | Yes | Yes | +| 23 | dataDir | Yes | Yes | +| 24 | minimalDataDirGB | Yes | Yes | +| 25 | supportVnodes | No | Yes | +| 26 | tempDir | Yes | Yes | +| 27 | minimalTmpDirGB | Yes | Yes | +| 28 | compressMsgSize | Yes | Yes | +| 29 | compressColData | Yes | Yes | +| 30 | smlChildTableName | Yes | Yes | +| 31 | smlTagName | Yes | Yes | +| 32 | smlDataFormat | No | Yes | +| 33 | statusInterval | Yes | Yes | +| 34 | shellActivityTimer | Yes | Yes | +| 35 | transPullupInterval | No | Yes | +| 36 | mqRebalanceInterval | No | Yes | +| 37 | ttlUnit | No | Yes | +| 38 | ttlPushInterval | No | Yes | +| 39 | numOfTaskQueueThreads | No | Yes | +| 40 | numOfRpcThreads | No | Yes | +| 41 | numOfCommitThreads | Yes | Yes | +| 42 | numOfMnodeReadThreads | No | Yes | +| 43 | numOfVnodeQueryThreads | No | Yes | +| 44 | numOfVnodeStreamThreads | No | Yes | +| 45 | numOfVnodeFetchThreads | No | Yes | +| 46 | numOfVnodeWriteThreads | No | Yes | +| 47 | numOfVnodeSyncThreads | No | Yes | +| 48 | numOfQnodeQueryThreads | No | Yes | +| 49 | numOfQnodeFetchThreads | No | Yes | +| 50 | numOfSnodeSharedThreads | No | Yes | +| 51 | numOfSnodeUniqueThreads | No | Yes | +| 52 | rpcQueueMemoryAllowed | No | Yes | +| 53 | logDir | Yes | Yes | +| 54 | minimalLogDirGB | Yes | Yes | +| 55 | numOfLogLines | Yes | Yes | +| 56 | asyncLog | Yes | Yes | +| 57 | logKeepDays | Yes | Yes | +| 58 | debugFlag | Yes | Yes | +| 59 | tmrDebugFlag | Yes | Yes | +| 60 | uDebugFlag | Yes | Yes | +| 61 | rpcDebugFlag | Yes | Yes | +| 62 | jniDebugFlag | Yes | Yes | +| 63 | qDebugFlag | Yes | Yes | +| 64 | cDebugFlag | Yes | Yes | +| 65 | dDebugFlag | Yes | Yes | +| 66 | vDebugFlag | Yes | Yes | +| 67 | mDebugFlag | Yes | Yes | +| 68 | wDebugFlag | Yes | Yes | +| 69 | sDebugFlag | Yes | Yes | +| 70 | tsdbDebugFlag | Yes | Yes | +| 71 | tqDebugFlag | No | Yes | +| 72 | fsDebugFlag | Yes | Yes | +| 73 | udfDebugFlag | No | Yes | +| 74 | smaDebugFlag | No | Yes | +| 75 | idxDebugFlag | No | Yes | +| 76 | tdbDebugFlag | No | Yes | +| 77 | metaDebugFlag | No | Yes | +| 78 | timezone | Yes | Yes | +| 79 | locale | Yes | Yes | +| 80 | charset | Yes | Yes | +| 81 | udf | Yes | Yes | +| 82 | enableCoreFile | Yes | Yes | +| 83 | arbitrator | Yes | No | +| 84 | numOfThreadsPerCore | Yes | No | +| 85 | numOfMnodes | Yes | No | +| 86 | vnodeBak | Yes | No | +| 87 | balance | Yes | No | +| 88 | balanceInterval | Yes | No | +| 89 | offlineThreshold | Yes | No | +| 90 | role | Yes | No | +| 91 | dnodeNopLoop | Yes | No | +| 92 | keepTimeOffset | Yes | No | +| 93 | rpcTimer | Yes | No | +| 94 | rpcMaxTime | Yes | No | +| 95 | rpcForceTcp | Yes | No | +| 96 | tcpConnTimeout | Yes | No | +| 97 | syncCheckInterval | Yes | No | +| 98 | maxTmrCtrl | Yes | No | +| 99 | monitorReplica | Yes | No | +| 100 | smlTagNullName | Yes | No | +| 101 | keepColumnName | Yes | No | +| 102 | ratioOfQueryCores | Yes | No | +| 103 | maxStreamCompDelay | Yes | No | +| 104 | maxFirstStreamCompDelay | Yes | No | +| 105 | retryStreamCompDelay | Yes | No | +| 106 | streamCompDelayRatio | Yes | No | +| 107 | maxVgroupsPerDb | Yes | No | +| 108 | maxTablesPerVnode | Yes | No | +| 109 | minTablesPerVnode | Yes | No | +| 110 | tableIncStepPerVnode | Yes | No | +| 111 | cache | Yes | No | +| 112 | blocks | Yes | No | +| 113 | days | Yes | No | +| 114 | keep | Yes | No | +| 115 | minRows | Yes | No | +| 116 | maxRows | Yes | No | +| 117 | quorum | Yes | No | +| 118 | comp | Yes | No | +| 119 | walLevel | Yes | No | +| 120 | fsync | Yes | No | +| 121 | replica | Yes | No | +| 122 | partitions | Yes | No | +| 123 | quorum | Yes | No | +| 124 | update | Yes | No | +| 125 | cachelast | Yes | No | +| 126 | maxSQLLength | Yes | No | +| 127 | maxWildCardsLength | Yes | No | +| 128 | maxRegexStringLen | Yes | No | +| 129 | maxNumOfOrderedRes | Yes | No | +| 130 | maxConnections | Yes | No | +| 131 | mnodeEqualVnodeNum | Yes | No | +| 132 | http | Yes | No | +| 133 | httpEnableRecordSql | Yes | No | +| 134 | httpMaxThreads | Yes | No | +| 135 | restfulRowLimit | Yes | No | +| 136 | httpDbNameMandatory | Yes | No | +| 137 | httpKeepAlive | Yes | No | +| 138 | enableRecordSql | Yes | No | +| 139 | maxBinaryDisplayWidth | Yes | No | +| 140 | stream | Yes | No | +| 141 | retrieveBlockingModel | Yes | No | +| 142 | tsdbMetaCompactRatio | Yes | No | +| 143 | defaultJSONStrType | Yes | No | +| 144 | walFlushSize | Yes | No | +| 145 | keepTimeOffset | Yes | No | +| 146 | flowctrl | Yes | No | +| 147 | slaveQuery | Yes | No | +| 148 | adjustMaster | Yes | No | +| 149 | topicBinaryLen | Yes | No | +| 150 | telegrafUseFieldNum | Yes | No | +| 151 | deadLockKillQuery | Yes | No | +| 152 | clientMerge | Yes | No | +| 153 | sdbDebugFlag | Yes | No | +| 154 | odbcDebugFlag | Yes | No | +| 155 | httpDebugFlag | Yes | No | +| 156 | monDebugFlag | Yes | No | +| 157 | cqDebugFlag | Yes | No | +| 158 | shortcutFlag | Yes | No | +| 159 | probeSeconds | Yes | No | +| 160 | probeKillSeconds | Yes | No | +| 161 | probeInterval | Yes | No | +| 162 | lossyColumns | Yes | No | +| 163 | fPrecision | Yes | No | +| 164 | dPrecision | Yes | No | +| 165 | maxRange | Yes | No | +| 166 | range | Yes | No | diff --git a/docs/en/14-reference/13-schemaless/13-schemaless.md b/docs/en/14-reference/13-schemaless/13-schemaless.md index 8b6a26ae52..816ebe0047 100644 --- a/docs/en/14-reference/13-schemaless/13-schemaless.md +++ b/docs/en/14-reference/13-schemaless/13-schemaless.md @@ -3,7 +3,8 @@ title: Schemaless Writing description: "The Schemaless write method eliminates the need to create super tables/sub tables in advance and automatically creates the storage structure corresponding to the data, as it is written to the interface." --- -In IoT applications, data is collected for many purposes such as intelligent control, business analysis, device monitoring and so on. Due to changes in business or functional requirements or changes in device hardware, the application logic and even the data collected may change. To provide the flexibility needed in such cases and in a rapidly changing IoT landscape, TDengine provides a series of interfaces for the schemaless writing method. These interfaces eliminate the need to create super tables and subtables in advance by automatically creating the storage structure corresponding to the data as the data is written to the interface. When necessary, schemaless writing will automatically add the required columns to ensure that the data written by the user is stored correctly. +In IoT applications, data is collected for many purposes such as intelligent control, business analysis, device monitoring and so on. Due to changes in business or functional requirements or changes in device hardware, the application logic and even the data collected may change. Schemaless writing automatically creates storage structures for your data as it is being written to TDengine, so that you do not need to create supertables in advance. When necessary, schemaless writing +will automatically add the required columns to ensure that the data written by the user is stored correctly. The schemaless writing method creates super tables and their corresponding subtables. These are completely indistinguishable from the super tables and subtables created directly via SQL. You can write data directly to them via SQL statements. Note that the names of tables created by schemaless writing are based on fixed mapping rules for tag values, so they are not explicitly ideographic and they lack readability. @@ -19,12 +20,12 @@ With the following formatting conventions, schemaless writing uses a single stri measurement,tag_set field_set timestamp ``` -where : +where: - measurement will be used as the data table name. It will be separated from tag_set by a comma. -- tag_set will be used as tag data in the format `=,=`, i.e. multiple tags' data can be separated by a comma. It is separated from field_set by space. -- field_set will be used as normal column data in the format of `=,=`, again using a comma to separate multiple normal columns of data. It is separated from the timestamp by a space. -- The timestamp is the primary key corresponding to the data in this row. +- `tag_set` will be used as tags, with format like `=,=` Enter a space between `tag_set` and `field_set`. +- `field_set`will be used as data columns, with format like `=,=` Enter a space between `field_set` and `timestamp`. +- `timestamp` is the primary key timestamp corresponding to this row of data All data in tag_set is automatically converted to the NCHAR data type and does not require double quotes ("). @@ -37,16 +38,18 @@ In the schemaless writing data line protocol, each data item in the field_set ne | **Serial number** | **Postfix** | **Mapping type** | **Size (bytes)** | | -------- | -------- | ------------ | -------------- | -| 1 | none or f64 | double | 8 | -| 2 | f32 | float | 4 | -| 3 | i8/u8 | TinyInt/UTinyInt | 1 | -| 4 | i16/u16 | SmallInt/USmallInt | 2 | -| 5 | i32/u32 | Int/UInt | 4 | -| 6 | i64/i/u64/u | Bigint/Bigint/UBigint/UBigint | 8 | +| 1 | None or f64 | double | 8 | +| 2 | f32 | float | 4 | +| 3 | i8/u8 | TinyInt/UTinyInt | 1 | +| 4 | i16/u16 | SmallInt/USmallInt | 2 | +| 5 | i32/u32 | Int/UInt | 4 | +| 6 | i64/i/u64/u | BigInt/BigInt/UBigInt/UBigInt | 8 | - `t`, `T`, `true`, `True`, `TRUE`, `f`, `F`, `false`, and `False` will be handled directly as BOOL types. -For example, the following data rows indicate that the t1 label is "3" (NCHAR), the t2 label is "4" (NCHAR), and the t3 label is "t3" to the super table named `st` labeled "t3" (NCHAR), write c1 column as 3 (BIGINT), c2 column as false (BOOL), c3 column is "passit" (BINARY), c4 column is 4 (DOUBLE), and the primary key timestamp is 1626006833639000000 in one row. +For example, the following data rows indicate that the t1 label is "3" (NCHAR), the t2 label is "4" (NCHAR), and the t3 label +is "t3" to the super table named `st` labeled "t3" (NCHAR), write c1 column as 3 (BIGINT), c2 column as false (BOOL), c3 column +is "passit" (BINARY), c4 column is 4 (DOUBLE), and the primary key timestamp is 1626006833639000000 in one row. ```json st,t1=3,t2=4,t3=t3 c1=3i64,c3="passit",c2=false,c4=4f64 1626006833639000000 @@ -65,18 +68,22 @@ Schemaless writes process row data according to the following principles. ``` Note that tag_key1, tag_key2 are not the original order of the tags entered by the user but the result of using the tag names in ascending order of the strings. Therefore, tag_key1 is not the first tag entered in the line protocol. -The string's MD5 hash value "md5_val" is calculated after the ranking is completed. The calculation result is then combined with the string to generate the table name: "t_md5_val". "t*" is a fixed prefix that every table generated by this mapping relationship has. +The string's MD5 hash value "md5_val" is calculated after the ranking is completed. The calculation result is then combined with the string to generate the table name: "t_md5_val". "t_" is a fixed prefix that every table generated by this mapping relationship has. +You can configure smlChildTableName to specify table names, for example, `smlChildTableName=tname`. You can insert `st,tname=cpul,t1=4 c1=3 1626006833639000000` and the cpu1 table will be automatically created. Note that if multiple rows have the same tname but different tag_set values, the tag_set of the first row is used to create the table and the others are ignored. 2. If the super table obtained by parsing the line protocol does not exist, this super table is created. -If the subtable obtained by the parse line protocol does not exist, Schemaless creates the sub-table according to the subtable name determined in steps 1 or 2. +3. If the subtable obtained by the parse line protocol does not exist, Schemaless creates the sub-table according to the subtable name determined in steps 1 or 2. 4. If the specified tag or regular column in the data row does not exist, the corresponding tag or regular column is added to the super table (only incremental). -5. If there are some tag columns or regular columns in the super table that are not specified to take values in a data row, then the values of these columns are set to NULL. +5. If there are some tag columns or regular columns in the super table that are not specified to take values in a data row, then the values of these columns are set to + NULL. 6. For BINARY or NCHAR columns, if the length of the value provided in a data row exceeds the column type limit, the maximum length of characters allowed to be stored in the column is automatically increased (only incremented and not decremented) to ensure complete preservation of the data. 7. Errors encountered throughout the processing will interrupt the writing process and return an error code. -8. In order to improve the efficiency of writing, it is assumed by default that the order of the fields in the same Super is the same (the first data contains all fields, and the following data is in this order). If the order is different, the parameter smlDataFormat needs to be configured to be false. Otherwise, the data is written in the same order, and the data in the library will be abnormal. +8. It is assumed that the order of field_set in a supertable is consistent, meaning that the first record contains all fields and subsequent records store fields in the same order. If the order is not consistent, set smlDataFormat to false. Otherwise, data will be written out of order and a database error will occur. :::tip -All processing logic of schemaless will still follow TDengine's underlying restrictions on data structures, such as the total length of each row of data cannot exceed 16k bytes. See [TAOS SQL Boundary Limits](/taos-sql/limit) for specific constraints in this area. +All processing logic of schemaless will still follow TDengine's underlying restrictions on data structures, such as the total length of each row of data cannot exceed +16KB. See [TAOS SQL Boundary Limits](/taos-sql/limit) for specific constraints in this area. + ::: ## Time resolution recognition @@ -85,75 +92,74 @@ Three specified modes are supported in the schemaless writing process, as follow | **Serial** | **Value** | **Description** | | -------- | ------------------- | ------------------------------- | -| 1 | SML_LINE_PROTOCOL | InfluxDB Line Protocol | -| 2 | SML_TELNET_PROTOCOL | OpenTSDB Text Line Protocol | -| 3 | SML_JSON_PROTOCOL | JSON protocol format | +| 1 | SML_LINE_PROTOCOL | InfluxDB Line Protocol | +| 2 | SML_TELNET_PROTOCOL | OpenTSDB file protocol | +| 3 | SML_JSON_PROTOCOL | OpenTSDB JSON protocol | -In the SML_LINE_PROTOCOL parsing mode, the user is required to specify the time resolution of the input timestamp. The available time resolutions are shown in the following table. +In InfluxDB line protocol mode, you must specify the precision of the input timestamp. Valid precisions are described in the following table. -| **Serial Number** | **Time Resolution Definition** | **Meaning** | +| **No.** | **Precision** | **Description** | | -------- | --------------------------------- | -------------- | -| 1 | TSDB_SML_TIMESTAMP_NOT_CONFIGURED | Not defined (invalid) | -| 2 | TSDB_SML_TIMESTAMP_HOURS | hour | -| 3 | TSDB_SML_TIMESTAMP_MINUTES | MINUTES -| 4 | TSDB_SML_TIMESTAMP_SECONDS | SECONDS -| 5 | TSDB_SML_TIMESTAMP_MILLI_SECONDS | milliseconds -| 6 | TSDB_SML_TIMESTAMP_MICRO_SECONDS | microseconds -| 7 | TSDB_SML_TIMESTAMP_NANO_SECONDS | nanoseconds | +| 1 | TSDB_SML_TIMESTAMP_NOT_CONFIGURED | Not defined (invalid) | +| 2 | TSDB_SML_TIMESTAMP_HOURS | Hours | +| 3 | TSDB_SML_TIMESTAMP_MINUTES | Minutes | +| 4 | TSDB_SML_TIMESTAMP_SECONDS | Seconds | +| 5 | TSDB_SML_TIMESTAMP_MILLI_SECONDS | Milliseconds | +| 6 | TSDB_SML_TIMESTAMP_MICRO_SECONDS | Microseconds | +| 7 | TSDB_SML_TIMESTAMP_NANO_SECONDS | Nanoseconds | -In SML_TELNET_PROTOCOL and SML_JSON_PROTOCOL modes, the time precision is determined based on the length of the timestamp (in the same way as the OpenTSDB standard operation), and the user-specified time resolution is ignored at this point. +In OpenTSDB file and JSON protocol modes, the precision of the timestamp is determined from its length in the standard OpenTSDB manner. User input is ignored. -## Data schema mapping rules +## Data Model Mapping -This section describes how data for line protocols are mapped to data with a schema. The data measurement in each line protocol is mapped as follows: -- The tag name in tag_set is the name of the tag in the data schema -- The name in field_set is the column's name. - -The following data is used as an example to illustrate the mapping rules. +This section describes how data in line protocol is mapped to a schema. The data measurement in each line is mapped to a +supertable name. The tag name in tag_set is the tag name in the schema, and the name in field_set is the column name in the schema. The following example shows how data is mapped: ```json st,t1=3,t2=4,t3=t3 c1=3i64,c3="passit",c2=false,c4=4f64 1626006833639000000 ``` -The row data mapping generates a super table: `st`, which contains three labels of type NCHAR: t1, t2, t3. Five data columns are ts (timestamp), c1 (bigint), c3 (binary), c2 (bool), c4 (bigint). The mapping becomes the following SQL statement. +This row is mapped to a supertable: `st` contains three NCHAR tags: t1, t2, and t3. Five columns are created: ts (timestamp), c1 (bigint), c3 (binary), c2 (bool), and c4 (bigint). The following SQL statement is generated: ```json create stable st (_ts timestamp, c1 bigint, c2 bool, c3 binary(6), c4 bigint) tags(t1 nchar(1), t2 nchar(1), t3 nchar(2)) ``` -## Data schema change handling +## Processing Schema Changes -This section describes the impact on the data schema for different line protocol data writing cases. +This section describes the impact on the schema caused by different data being written. -When writing to an explicitly identified field type using the line protocol, subsequent changes to the field's type definition will result in an explicit data schema error, i.e., will trigger a write API report error. As shown below, the +If you use line protocol to write to a specific tag field and then later change the field type, a schema error will ocur. This triggers an error on the write API. This is shown as follows: ```json -st,t1=3,t2=4,t3=t3 c1=3i64,c3="passit",c2=false,c4=4 1626006833639000000 -st,t1=3,t2=4,t3=t3 c1=3i64,c3="passit",c2=false,c4=4i 1626006833640000000 +st,t1=3,t2=4,t3=t3 c1=3i64,c3="passit",c2=false,c4=4 1626006833639000000 +st,t1=3,t2=4,t3=t3 c1=3i64,c3="passit",c2=false,c4=4i 1626006833640000000 ``` -The data type mapping in the first row defines column c4 as DOUBLE, but the data in the second row is declared as BIGINT by the numeric suffix, which triggers a parsing error with schemaless writing. +The first row defines c4 as a double. However, in the second row, the suffix indicates that the value of c4 is a bigint. This causes schemaless writing to throw an error. -If the line protocol before the column declares the data column as BINARY, the subsequent one requires a longer binary length, which triggers a super table schema change. +An error also occurs if data input into a binary column exceeds the defined length of the column. ```json -st,t1=3,t2=4,t3=t3 c1=3i64,c5="pass" 1626006833639000000 -st,t1=3,t2=4,t3=t3 c1=3i64,c5="passit" 1626006833640000000 +st,t1=3,t2=4,t3=t3 c1=3i64,c5="pass" 1626006833639000000 +st,t1=3,t2=4,t3=t3 c1=3i64,c5="passit" 1626006833640000000 ``` -The first line of the line protocol parsing will declare column c5 is a BINARY(4) field. The second line data write will parse column c5 as a BINARY column. But in the second line, c5's width is 6 so you need to increase the width of the BINARY field to be able to accommodate the new string. +The first row defines c5 as a binary(4). but the second row writes 6 bytes to it. This means that the length of the binary column must be expanded to contain the data. ```json -st,t1=3,t2=4,t3=t3 c1=3i64 1626006833639000000 -st,t1=3,t2=4,t3=t3 c1=3i64,c6="passit" 1626006833640000000 +st,t1=3,t2=4,t3=t3 c1=3i64 1626006833639000000 +st,t1=3,t2=4,t3=t3 c1=3i64,c6="passit" 1626006833640000000 ``` -The second line of data has an additional column c6 of type BINARY(6) compared to the first row. Then a column c6 of type BINARY(6) is automatically added at this point. +The preceding data includes a new entry, c6, with type binary(6). When this occurs, a new column c6 with type binary(6) is added automatically. -## Write integrity +## Write Integrity -TDengine provides idempotency guarantees for data writing, i.e., you can repeatedly call the API to write data with errors. However, it does not give atomicity guarantees for writing multiple rows of data. During the process of writing numerous rows of data in one batch, some data will be written successfully, and some data will fail. +TDengine guarantees the idempotency of data writes. This means that you can repeatedly call the API to perform write operations with bad data. However, TDengine does not guarantee the atomicity of multi-row writes. In a multi-row write, some data may be written successfully and other data unsuccessfully. -## Error code +##: Error Codes -If it is an error in the data itself during the schemaless writing process, the application will get `TSDB_CODE_TSC_LINE_SYNTAX_ERROR` error message, which indicates that the error occurred in writing. The other error codes are consistent with the TDengine and can be obtained via the `taos_errstr()` to get the specific cause of the error. +The TSDB_CODE_TSC_LINE_SYNTAX_ERROR indicates an error in the schemaless writing component. +This error occurs when writing text. For other errors, schemaless writing uses the standard TDengine error codes +found in taos_errstr. diff --git a/docs/en/20-third-party/01-grafana.mdx b/docs/en/20-third-party/01-grafana.mdx index 5dbeb31a23..e0fbefd5a8 100644 --- a/docs/en/20-third-party/01-grafana.mdx +++ b/docs/en/20-third-party/01-grafana.mdx @@ -6,9 +6,7 @@ title: Grafana import Tabs from "@theme/Tabs"; import TabItem from "@theme/TabItem"; -TDengine can be quickly integrated with the open-source data visualization system [Grafana](https://www.grafana.com/) to build a data monitoring and alerting system. The whole process does not require any code development. And you can visualize the contents of the data tables in TDengine on a dashboard. - -You can learn more about using the TDengine plugin on [GitHub](https://github.com/taosdata/grafanaplugin/blob/master/README.md). +TDengine can be quickly integrated with the open-source data visualization system [Grafana](https://www.grafana.com/) to build a data monitoring and alerting system. The whole process does not require any code development. And you can visualize the contents of the data tables in TDengine on a dashboard. You can learn more about using the TDengine plugin on [GitHub](https://github.com/taosdata/grafanaplugin/blob/master/README.md). ## Prerequisites @@ -65,7 +63,6 @@ Restart Grafana service and open Grafana in web-browser, usually - Follow the installation steps in [Grafana](https://grafana.com/grafana/plugins/tdengine-datasource/?tab=installation) with the [``grafana-cli`` command-line tool](https://grafana.com/docs/grafana/latest/administration/cli/) for plugin installation. @@ -76,7 +73,7 @@ grafana-cli plugins install tdengine-datasource sudo -u grafana grafana-cli plugins install tdengine-datasource ``` -Alternatively, you can manually download the .zip file from [GitHub](https://github.com/taosdata/grafanaplugin/releases/tag/latest) or [Grafana](https://grafana.com/grafana/plugins/tdengine-datasource/?tab=installation) and unpack it into your grafana plugins directory. +You can also download zip files from [GitHub](https://github.com/taosdata/grafanaplugin/releases/tag/latest) or [Grafana](https://grafana.com/grafana/plugins/tdengine-datasource/?tab=installation) and install manually. The commands are as follows: ```bash GF_VERSION=3.2.2 @@ -131,7 +128,7 @@ docker run -d \ grafana/grafana ``` -You can setup a zero-configuration stack for TDengine + Grafana by [docker-compose](https://docs.docker.com/compose/) and [Grafana provisioning](https://grafana.com/docs/grafana/latest/administration/provisioning/) file： +You can setup a zero-configuration stack for TDengine + Grafana by [docker-compose](https://docs.docker.com/compose/) and [Grafana provisioning](https://grafana.com/docs/grafana/latest/administration/provisioning/) file: 1. Save the provisioning configuration file to `tdengine.yml`. @@ -196,7 +193,7 @@ Go back to the main interface to create a dashboard and click Add Query to enter As shown above, select the `TDengine` data source in the `Query` and enter the corresponding SQL in the query box below for query. -- INPUT SQL: enter the statement to be queried (the result set of the SQL statement should be two columns and multiple rows), for example: `select avg(mem_system) from log.dn where ts >= $from and ts < $to interval($interval)`, where, from, to and interval are built-in variables of the TDengine plugin, indicating the range and time interval of queries fetched from the Grafana plugin panel. In addition to the built-in variables, custom template variables are also supported. +- INPUT SQL: Enter the desired query (the results being two columns and multiple rows), such as `select _wstart, avg(mem_system) from log.dnodes_info where ts >= $from and ts < $to interval($interval)`. In this statement, $from, $to, and $interval are variables that Grafana replaces with the query time range and interval. In addition to the built-in variables, custom template variables are also supported. - ALIAS BY: This allows you to set the current query alias. - GENERATE SQL: Clicking this button will automatically replace the corresponding variables and generate the final executed statement. @@ -208,7 +205,11 @@ Follow the default prompt to query the average system memory usage for the speci ### Importing the Dashboard -You can install TDinsight dashboard in data source configuration page (like `http://localhost:3000/datasources/edit/1/dashboards`) as a monitoring visualization tool for TDengine cluster. The dashboard is published in Grafana as [Dashboard 15167 - TDinsight](https://grafana.com/grafana/dashboards/15167). Check the [TDinsight User Manual](/reference/tdinsight/) for the details. +You can install TDinsight dashboard in data source configuration page (like `http://localhost:3000/datasources/edit/1/dashboards`) as a monitoring visualization tool for TDengine cluster. Ensure that you use TDinsight for 3.x. + +![TDengine Database Grafana plugine import dashboard](./import_dashboard.webp) + +A dashboard for TDengine 2.x has been published on Grafana: [Dashboard 15167 - TDinsight](https://grafana.com/grafana/dashboards/15167)) 。 Check the [TDinsight User Manual](/reference/tdinsight/) for the details. For more dashboards using TDengine data source, [search here in Grafana](https://grafana.com/grafana/dashboards/?dataSource=tdengine-datasource). Here is a sub list: diff --git a/docs/en/20-third-party/06-statsd.md b/docs/en/20-third-party/06-statsd.md index 1cddbcf63d..32b1bbb97a 100644 --- a/docs/en/20-third-party/06-statsd.md +++ b/docs/en/20-third-party/06-statsd.md @@ -1,6 +1,6 @@ --- sidebar_label: StatsD -title: StatsD writing +title: StatsD Writing --- import StatsD from "../14-reference/_statsd.mdx" @@ -12,8 +12,8 @@ You can write StatsD data to TDengine by simply modifying the configuration file ## Prerequisites To write StatsD data to TDengine requires the following preparations. -- The TDengine cluster has been deployed and is working properly -- taosAdapter is installed and running properly. Please refer to the [taosAdapter manual](/reference/taosadapter) for details. +1. The TDengine cluster is deployed and functioning properly +2. taosAdapter is installed and running properly. Please refer to the taosAdapter manual for details. - StatsD has been installed. To install StatsD, please refer to [official documentation](https://github.com/statsd/statsd) ## Configuration steps @@ -39,8 +39,12 @@ $ echo "foo:1|c" | nc -u -w0 127.0.0.1 8125 Use the TDengine CLI to verify that StatsD data is written to TDengine and can read out correctly. ``` -Welcome to the TDengine shell from Linux, Client Version:3.0.0.0 -Copyright (c) 2022 by TAOS Data, Inc. All rights reserved. +taos> show databases; + name | created_time | ntables | vgroups | replica | quorum | days | keep | cache(MB) | blocks | minrows | maxrows | wallevel | fsync | comp | cachelast | precision | update | status | +==================================================================================================================================================================================================================================================================================== + log | 2022-04-20 07:19:50.260 | 11 | 1 | 1 | 1 | 10 | 3650 | 16 | 6 | 100 | 4096 | 1 | 3000 | 2 | 0 | ms | 0 | ready | + statsd | 2022-04-20 09:54:51.220 | 1 | 1 | 1 | 1 | 10 | 3650 | 16 | 6 | 100 | 4096 | 1 | 3000 | 2 | 0 | ns | 2 | ready | +Query OK, 2 row(s) in set (0.003142s) taos> use statsd; Database changed. diff --git a/docs/en/20-third-party/10-hive-mq-broker.md b/docs/en/20-third-party/10-hive-mq-broker.md index 333e00fa0e..828a62ac5b 100644 --- a/docs/en/20-third-party/10-hive-mq-broker.md +++ b/docs/en/20-third-party/10-hive-mq-broker.md @@ -1,6 +1,6 @@ --- sidebar_label: HiveMQ Broker -title: HiveMQ Broker writing +title: HiveMQ Broker Writing --- -[HiveMQ](https://www.hivemq.com/) is an MQTT broker that provides community and enterprise editions. HiveMQ is mainly for enterprise emerging machine-to-machine M2M communication and internal transport, meeting scalability, ease of management, and security features. HiveMQ provides an open-source plug-in development kit. MQTT data can be saved to TDengine via TDengine extension for HiveMQ. Please refer to the [HiveMQ extension - TDengine documentation](https://github.com/huskar-t/hivemq-tdengine-extension/blob/b62a26ecc164a310104df57691691b237e091c89/README_EN.md) for details on how to use it. \ No newline at end of file +[HiveMQ](https://www.hivemq.com/) is an MQTT broker that provides community and enterprise editions. HiveMQ is mainly for enterprise emerging machine-to-machine M2M communication and internal transport, meeting scalability, ease of management, and security features. HiveMQ provides an open-source plug-in development kit. MQTT data can be saved to TDengine via TDengine extension for HiveMQ. For more information, see [HiveMQ TDengine Extension](https://github.com/huskar-t/hivemq-tdengine-extension/blob/b62a26ecc164a310104df57691691b237e091c89/README_EN.md). diff --git a/docs/en/27-train-faq/01-faq.md b/docs/en/27-train-faq/01-faq.md index c10bca1d05..733b418474 100644 --- a/docs/en/27-train-faq/01-faq.md +++ b/docs/en/27-train-faq/01-faq.md @@ -1,114 +1,163 @@ --- -sidebar_label: FAQ title: Frequently Asked Questions --- ## Submit an Issue -If the tips in FAQ don't help much, please submit an issue on [GitHub](https://github.com/taosdata/TDengine) to describe your problem. In your description please include the TDengine version, hardware and OS information, the steps to reproduce the problem and any other relevant information. It would be very helpful if you can package the contents in `/var/log/taos` and `/etc/taos` and upload. These two are the default directories used by TDengine. If you have changed the default directories in your configuration, please package the files in your configured directories. We recommended setting `debugFlag` to 135 in `taos.cfg`, restarting `taosd`, then reproducing the problem and collecting the logs. If you don't want to restart, an alternative way of setting `debugFlag` is executing `alter dnode debugFlag 135` command in TDengine CLI `taos`. During normal running, however, please make sure `debugFlag` is set to 131. +If your issue could not be resolved by reviewing this documentation, you can submit your issue on GitHub and receive support from the TDengine Team. When you submit an issue, attach the following directories from your TDengine deployment: + +1. The directory containing TDengine logs (`/var/log/taos` by default) +2. The directory containing TDengine configuration files (`/etc/taos` by default) + +In your GitHub issue, provide the version of TDengine and the operating system and environment for your deployment, the operations that you performed when the issue occurred, and the time of occurrence and affected tables. + +To obtain more debugging information, open `taos.cfg` and set the `debugFlag` parameter to `135`. Then restart TDengine Server and reproduce the issue. The debug-level logs generated help the TDengine Team to resolve your issue. If it is not possible to restart TDengine Server, you can run the following command in the TDengine CLI to set the debug flag: + +``` + alter dnode 'debugFlag' '135'; +``` + +You can run the `SHOW DNODES` command to determine the dnode ID. + +When debugging information is no longer needed, set `debugFlag` to 131. ## Frequently Asked Questions -### 1. How to upgrade to TDengine 2.0 from older version? +### 1. What are the best practices for upgrading a previous version of TDengine to version 3.0? -version 2.x is not compatible with version 1.x. With regard to the configuration and data files, please perform the following steps before upgrading. Please follow data integrity, security, backup and other relevant SOPs, best practices before removing/deleting any data. +TDengine 3.0 is not compatible with the configuration and data files from previous versions. Before upgrading, perform the following steps: -1. Delete configuration files: `sudo rm -rf /etc/taos/taos.cfg` -2. Delete log files: `sudo rm -rf /var/log/taos/` -3. Delete data files if the data doesn't need to be kept: `sudo rm -rf /var/lib/taos/` -4. Install latest 2.x version -5. If the data needs to be kept and migrated to newer version, please contact professional service at TDengine for assistance. +1. Run `sudo rm -rf /etc/taos/taos.cfg` to delete your configuration file. +2. Run `sudo rm -rf /var/log/taos/` to delete your log files. +3. Run `sudo rm -rf /var/lib/taos/` to delete your data files. +4. Install TDengine 3.0. +5. For assistance in migrating data to TDengine 3.0, contact [TDengine Support](https://tdengine.com/support). -### 2. How to handle "Unable to establish connection"？ +### 4. How can I resolve the "Unable to establish connection" error? -When the client is unable to connect to the server, you can try the following ways to troubleshoot and resolve the problem. +This error indicates that the client could not connect to the server. Perform the following troubleshooting steps: -1. Check the network +1. Check the network. - - Check if the hosts where the client and server are running are accessible to each other, for example by `ping` command. - - Check if the TCP/UDP on port 6030-6042 are open for access if firewall is enabled. If possible, disable the firewall for diagnostics, but please ensure that you are following security and other relevant protocols. - - Check if the FQDN and serverPort are configured correctly in `taos.cfg` used by the server side. - - Check if the `firstEp` is set properly in the `taos.cfg` used by the client side. + - For machines deployed in the cloud, verify that your security group can access ports 6030 and 6031 (TCP and UDP). + - For virtual machines deployed locally, verify that the hosts where the client and server are running are accessible to each other. Do not use localhost as the hostname. + - For machines deployed on a corporate network, verify that your NAT configuration allows the server to respond to the client. -2. Make sure the client version and server version are same. +2. Verify that the client and server are running the same version of TDengine. -3. On server side, check the running status of `taosd` by executing `systemctl status taosd` . If your server is started using another way instead of `systemctl`, use the proper method to check whether the server process is running normally. +3. On the server, run `systemctl status taosd` to verify that taosd is running normally. If taosd is stopped, run `systemctl start taosd`. -4. If using connector of Python, Java, Go, Rust, C#, node.JS on Linux to connect to the server, please make sure `libtaos.so` is in directory `/usr/local/taos/driver` and `/usr/local/taos/driver` is in system lib search environment variable `LD_LIBRARY_PATH`. +4. Verify that the client is configured with the correct FQDN for the server. -5. If using connector on Windows, please make sure `C:\TDengine\driver\taos.dll` is in your system lib search path. We recommend putting `taos.dll` under `C:\Windows\System32`. +5. If the server cannot be reached with the `ping` command, verify that network and DNS or hosts file settings are correct. For a TDengine cluster, the client must be able to ping the FQDN of every node in the cluster. -6. Some advanced network diagnostics tools +6. Verify that your firewall settings allow all hosts in the cluster to communicate on ports 6030 and 6041 (TCP and UDP). You can run `ufw status` (Ubuntu) or `firewall-cmd --list-port` (CentOS) to check the configuration. - - On Linux system tool `nc` can be used to check whether the TCP/UDP can be accessible on a specified port - Check whether a UDP port is open: `nc -vuz {hostIP} {port} ` - Check whether a TCP port on server side is open: `nc -l {port}` - Check whether a TCP port on client side is open: `nc {hostIP} {port}` +7. If you are using the Python, Java, Go, Rust, C#, or Node.js connector on Linux to connect to the server, verify that `libtaos.so` is in the `/usr/local/taos/driver` directory and `/usr/local/taos/driver` is in the `LD_LIBRARY_PATH` environment variable. - - On Windows system `Test-NetConnection -ComputerName {fqdn} -Port {port}` on PowerShell can be used to check whether the port on server side is open for access. +8. If you are using Windows, verify that `C:\TDengine\driver\taos.dll` is in the `PATH` environment variable. If possible, move `taos.dll` to the `C:\Windows\System32` directory. -7. TDengine CLI `taos` can also be used to check network, please refer to [TDengine CLI](/reference/taos-shell). +9. On Linux systems, you can use the `nc` tool to check whether a port is accessible: + - To check whether a UDP port is open, run `nc -vuz {hostIP} {port}`. + - To check whether a TCP port on the server side is open, run `nc -l {port}`. + - To check whether a TCP port on client side is open, run `nc {hostIP} {port}`. -### 3. How to handle "Unexpected generic error in RPC" or "Unable to resolve FQDN" ? +10. On Windows systems, you can run `Test-NetConnection -ComputerName {fqdn} -Port {port}` in PowerShell to check whether a port on the server side is accessible. -This error is caused because the FQDN can't be resolved. Please try following ways: +11. You can also use the TDengine CLI to diagnose network issues. For more information, see [Problem Diagnostics](https://docs.tdengine.com/operation/diagnose/). -1. Check whether the FQDN is configured properly on the server side -2. If DSN server is configured in the network, please check whether it works; otherwise, check `/etc/hosts` to see whether the FQDN is configured with correct IP -3. If the network configuration on the server side is OK, try to ping the server from the client side. -4. If TDengine has been used before with an old hostname then the hostname has been changed, please check `/var/lib/taos/taos/dnode/dnodeEps.json`. Before setting up a new TDengine cluster, it's better to cleanup the directories configured. +### 5. How can I resolve the "Unable to resolve FQDN" error? -### 4. "Invalid SQL" is returned even though the Syntax is correct +Clients and dnodes must be able to resolve the FQDN of each required node. You can confirm your configuration as follows: -"Invalid SQL" is returned when the length of SQL statement exceeds maximum allowed length or the syntax is not correct. +1. Verify that the FQDN is configured properly on the server. +2. If your network has a DNS server, verify that it is operational. +3. If your network does not have a DNS server, verify that the FQDNs in the `hosts` file are correct. +4. On the client, use the `ping` command to test your connection to the server. If you cannot ping an FQDN, TDengine cannot reach it. +5. If TDengine has been previously installed and the `hostname` was modified, open `dnode.json` in the `data` folder and verify that the endpoint configuration is correct. The default location of the dnode file is `/var/lib/taos/dnode`. Ensure that you clean up previous installations before reinstalling TDengine. +6. Confirm whether FQDNs are preconfigured in `/etc/hosts` and `/etc/hostname`. -### 5. Whether validation queries are supported? +### 6. What is the most effective way to write data to TDengine? -It's suggested to use a builtin database named as `log` to monitor. +Writing data in batches provides higher efficiency in most situations. You can insert one or more data records into one or more tables in a single SQL statement. - +### 9. Why are table names not fully displayed? -### 6. Can I delete a record? +The number of columns in the TDengine CLI terminal display is limited. This can cause table names to be cut off, and if you use an incomplete name in a statement, the "Table does not exist" error will occur. You can increase the display size with the `maxBinaryDisplayWidth` parameter or the SQL statement `set max_binary_display_width`. You can also append `\G` to your SQL statement to bypass this limitation. -From version 2.6.0.0 Enterprise version, deleting data can be supported. +### 10. How can I migrate data? -### 7. How to create a table of over 1024 columns? +In TDengine, the `hostname` uniquely identifies a machine. When you move data files to a new machine, you must configure the new machine to have the same `host name` as the original machine. -From version 2.1.7.0, at most 4096 columns can be defined for a table. +:::note -### 8. How to improve the efficiency of inserting data? +The data structure of previous versions of TDengine is not compatible with version 3.0. To migrate from TDengine 1.x or 2.x to 3.0, you must export data from your older deployment and import it back into TDengine 3.0. -Inserting data in batch is a good practice. Single SQL statement can insert data for one or multiple tables in batch. +::: -### 9. JDBC Error： the executed SQL is not a DML or a DDL？ +### 11. How can I temporary change the log level from the TDengine Client? -Please upgrade to latest JDBC driver, for details please refer to [Java Connector](/reference/connector/java) - -### 10. Failed to connect with error "invalid timestamp" - -The most common reason is that the time setting is not aligned on the client side and the server side. On Linux system, please use `ntpdate` command. On Windows system, please enable automatic sync in system time setting. - -### 11. Table name is not shown in full - -There is a display width setting in TDengine CLI `taos`. It can be controlled by configuration parameter `maxBinaryDisplayWidth`, or can be set using SQL command `set max_binary_display_width`. A more convenient way is to append `\G` in a SQL command to bypass this limitation. - -### 12. How to change log level temporarily? - -Below SQL command can be used to adjust log level temporarily +To change the log level for debugging purposes, you can use the following command: ```sql -ALTER LOCAL flag_name flag_value; +ALTER LOCAL local_option + +local_option: { + 'resetLog' + | 'rpcDebugFlag' value + | 'tmrDebugFlag' value + | 'cDebugFlag' value + | 'uDebugFlag' value + | 'debugFlag' value +} ``` - - flag_name can be: debugFlag，cDebugFlag，tmrDebugFlag，uDebugFlag，rpcDebugFlag - - flag_value can be: 131 (INFO/WARNING/ERROR), 135 (plus DEBUG), 143 (plus TRACE) - +Use `resetlog` to remove all logs generated on the local client. Use the other parameters to specify a log level for a specific component. -### 13. What to do if go compilation fails? +For each parameter, you can set the value to `131` (error and warning), `135` (error, warning, and debug), or `143` (error, warning, debug, and trace). -From version 2.3.0.0, a new component named `taosAdapter` is introduced. Its' developed in Go. If you want to compile from source code and meet go compilation problems, try to do below steps to resolve Go environment problems. +### Why do TDengine components written in Go fail to compile? -```sh -go env -w GO111MODULE=on -go env -w GOPROXY=https://goproxy.cn,direct -``` +TDengine includes taosAdapter, an independent component written in Go. This component provides the REST API as well as data access for other products such as Prometheus and Telegraf. +When using the develop branch, you must run `git submodule update --init --recursive` to download the taosAdapter repository and then compile it. + +TDengine Go components require Go version 1.14 or later. + +### 13. How can I query the storage space being used by my data? + +The TDengine data files are stored in `/var/lib/taos` by default. Log files are stored in `/var/log/taos`. + +To see how much space your data files occupy, run `du -sh /var/lib/taos/vnode --exclude='wal'`. This excludes the write-ahead log (WAL) because its size is relatively fixed while writes are occurring, and it is written to disk and cleared when you shut down TDengine. + +If you want to see how much space is occupied by a single database, first determine which vgroup is storing the database by running `show vgroups`. Then check `/var/lib/taos/vnode` for the files associated with the vgroup ID. + +### 15. How is timezone information processed for timestamps? + +TDengine uses the timezone of the client for timestamps. The server timezone does not affect timestamps. The client converts Unix timestamps in SQL statements to UTC before sending them to the server. When you query data on the server, it provides timestamps in UTC to the client, which converts them to its local time. + +Timestamps are processed as follows: + +1. The client uses its system timezone unless it has been configured otherwise. +2. A timezone configured in `taos.cfg` takes precedence over the system timezone. +3. A timezone explicitly specified when establishing a connection to TDengine through a connector takes precedence over `taos.cfg` and the system timezone. For example, the Java connector allows you to specify a timezone in the JDBC URL. +4. If you use an RFC 3339 timestamp (2013-04-12T15:52:01.123+08:00), or an ISO 8601 timestamp (2013-04-12T15:52:01.123+0800), the timezone specified in the timestamp is used instead of the timestamps configured using any other method. + +### 16. Which network ports are required by TDengine? + +See [serverPort](https://docs.tdengine.com/reference/config/#serverport) in Configuration Parameters. + +Note that ports are specified using 6030 as the default first port. If you change this port, all other ports change as well. + +### 17. Why do applications such as Grafana fail to connect to TDengine over the REST API? + +In TDengine, the REST API is provided by taosAdapter. Ensure that taosAdapter is running before you connect an application to TDengine over the REST API. You can run `systemctl start taosadapter` to start the service. + +Note that the log path for taosAdapter must be configured separately. The default path is `/var/log/taos`. You can choose one of eight log levels. The default is `info`. You can set the log level to `panic` to disable log output. You can modify the taosAdapter configuration file to change these settings. The default location is `/etc/taos/taosadapter.toml`. + +For more information, see [taosAdapter](https://docs.tdengine.com/reference/taosadapter/). + +### 18. How can I resolve out-of-memory (OOM) errors? + +OOM errors are thrown by the operating system when its memory, including swap, becomes insufficient and it needs to terminate processes to remain operational. Most OOM errors in TDengine occur for one of the following reasons: free memory is less than the value of `vm.min_free_kbytes` or free memory is less than the size of the request. If TDengine occupies reserved memory, an OOM error can occur even when free memory is sufficient. + +TDengine preallocates memory to each vnode. The number of vnodes per database is determined by the `vgroups` parameter, and the amount of memory per vnode is determined by the `buffer` parameter. To prevent OOM errors from occurring, ensure that you prepare sufficient memory on your hosts to support the number of vnodes that your deployment requires. Configure an appropriately sized swap space. If you continue to receive OOM errors, your SQL statements may be querying too much data for your system. TDengine Enterprise Edition includes optimized memory management that increases stability for enterprise customers. From 984b2d5e88c29d891b7801886f332deb5f181d40 Mon Sep 17 00:00:00 2001 From: Shuduo Sang Date: Fri, 26 Aug 2022 14:41:52 +0800 Subject: [PATCH 2/7] docs: add taostools uninstall (#16433) --- docs/en/13-operation/01-pkg-install.md | 41 ++++++++++++++++++++-- docs/zh/17-operation/01-pkg-install.md | 48 +++++++++++++++++++++++--- 2 files changed, 83 insertions(+), 6 deletions(-) diff --git a/docs/en/13-operation/01-pkg-install.md b/docs/en/13-operation/01-pkg-install.md index b6cc0582bc..53da672daa 100644 --- a/docs/en/13-operation/01-pkg-install.md +++ b/docs/en/13-operation/01-pkg-install.md @@ -35,6 +35,22 @@ TDengine is removed successfully! ``` +Apt-get package of taosTools can be uninstalled as below: + +``` +$ sudo apt remove taostools +Reading package lists... Done +Building dependency tree +Reading state information... Done +The following packages will be REMOVED: + taostools +0 upgraded, 0 newly installed, 1 to remove and 0 not upgraded. +After this operation, 68.3 MB disk space will be freed. +Do you want to continue? [Y/n] +(Reading database ... 147973 files and directories currently installed.) +Removing taostools (2.1.2) ... +``` + @@ -48,6 +64,14 @@ TDengine is removed successfully! ``` +Deb package of taosTools can be uninstalled as below: + +``` +$ sudo dpkg -r taostools +(Reading database ... 147973 files and directories currently installed.) +Removing taostools (2.1.2) ... +``` + @@ -59,6 +83,13 @@ $ sudo rpm -e tdengine TDengine is removed successfully! ``` +RPM package of taosTools can be uninstalled as below: + +``` +sudo rpm -e taostools +taosToole is removed successfully! +``` + @@ -67,10 +98,16 @@ tar.gz package of TDengine can be uninstalled as below: ``` $ rmtaos -Nginx for TDengine is running, stopping it... TDengine is removed successfully! +``` -taosKeeper is removed successfully! +tar.gz package of taosTools can be uninstalled as below: + +``` +$ rmtaostools +Start to uninstall taos tools ... + +taos tools is uninstalled successfully! ``` diff --git a/docs/zh/17-operation/01-pkg-install.md b/docs/zh/17-operation/01-pkg-install.md index 671dc00cee..6d93c1697b 100644 --- a/docs/zh/17-operation/01-pkg-install.md +++ b/docs/zh/17-operation/01-pkg-install.md @@ -47,7 +47,7 @@ lrwxrwxrwx 1 root root 13 Feb 22 09:34 log -> /var/log/taos/ -卸载命令如下: +TDengine 卸载命令如下: ``` $ sudo apt-get remove tdengine @@ -65,10 +65,26 @@ TDengine is removed successfully! ``` +taosTools 卸载命令如下: + +``` +$ sudo apt remove taostools +Reading package lists... Done +Building dependency tree +Reading state information... Done +The following packages will be REMOVED: + taostools +0 upgraded, 0 newly installed, 1 to remove and 0 not upgraded. +After this operation, 68.3 MB disk space will be freed. +Do you want to continue? [Y/n] +(Reading database ... 147973 files and directories currently installed.) +Removing taostools (2.1.2) ... +``` + -卸载命令如下: +TDengine 卸载命令如下: ``` $ sudo dpkg -r tdengine @@ -78,28 +94,52 @@ TDengine is removed successfully! ``` +taosTools 卸载命令如下: + +``` +$ sudo dpkg -r taostools +(Reading database ... 147973 files and directories currently installed.) +Removing taostools (2.1.2) ... +``` + -卸载命令如下: +卸载 TDengine 命令如下: ``` $ sudo rpm -e tdengine TDengine is removed successfully! ``` +卸载 taosTools 命令如下: + +``` +sudo rpm -e taostools +taosToole is removed successfully! +``` + -卸载命令如下: +卸载 TDengine 命令如下: ``` $ rmtaos TDengine is removed successfully! ``` +卸载 taosTools 命令如下： + +``` +$ rmtaostools +Start to uninstall taos tools ... + +taos tools is uninstalled successfully! +``` + 在 C:\TDengine 目录下，通过运行 unins000.exe 卸载程序来卸载 TDengine。 From 04e5c75bbae1c008a630187f21acb113f2bfc0ee Mon Sep 17 00:00:00 2001 From: Minglei Jin Date: Fri, 26 Aug 2022 14:51:30 +0800 Subject: [PATCH 3/7] fix: cleanup memory with streamLoadTasks --- source/libs/stream/src/streamMeta.c | 2 ++ 1 file changed, 2 insertions(+) diff --git a/source/libs/stream/src/streamMeta.c b/source/libs/stream/src/streamMeta.c index 20a2f7d332..1442ed2e05 100644 --- a/source/libs/stream/src/streamMeta.c +++ b/source/libs/stream/src/streamMeta.c @@ -265,6 +265,8 @@ int32_t streamLoadTasks(SStreamMeta* pMeta) { } } + tdbFree(pKey); + tdbFree(pVal); if (tdbTbcClose(pCur) < 0) { return -1; } From ee032bc54576c99aaad6a4fff2988f43818643fb Mon Sep 17 00:00:00 2001 From: wade zhang <95411902+gccgdb1234@users.noreply.github.com> Date: Fri, 26 Aug 2022 15:16:56 +0800 Subject: [PATCH 4/7] Update 24-show.md --- docs/zh/12-taos-sql/24-show.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/zh/12-taos-sql/24-show.md b/docs/zh/12-taos-sql/24-show.md index 14b51fb4c1..b4aafdaa0a 100644 --- a/docs/zh/12-taos-sql/24-show.md +++ b/docs/zh/12-taos-sql/24-show.md @@ -195,7 +195,7 @@ SHOW STREAMS; SHOW SUBSCRIPTIONS; ``` -显示当前数据库下的所有的订阅关系 +显示当前系统内所有的订阅关系 ## SHOW TABLES From b39d6b41f45a9c59bdbd75feab7243eceeb0d0e2 Mon Sep 17 00:00:00 2001 From: wade zhang <95411902+gccgdb1234@users.noreply.github.com> Date: Fri, 26 Aug 2022 15:18:02 +0800 Subject: [PATCH 5/7] Update 24-show.md --- docs/en/12-taos-sql/24-show.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/en/12-taos-sql/24-show.md b/docs/en/12-taos-sql/24-show.md index 6b56161322..c9adb0cf78 100644 --- a/docs/en/12-taos-sql/24-show.md +++ b/docs/en/12-taos-sql/24-show.md @@ -194,7 +194,7 @@ Shows information about streams in the system. SHOW SUBSCRIPTIONS; ``` -Shows all subscriptions in the current database. +Shows all subscriptions in the system. ## SHOW TABLES From 08af4ee654a032916b9f1f0c1e460a63065bedd5 Mon Sep 17 00:00:00 2001 From: Shuduo Sang Date: Fri, 26 Aug 2022 15:37:18 +0800 Subject: [PATCH 6/7] feat: update taostools e8bfca6 for3.0 (#16434) * feat: update taos-tools for 3.0 [TD-14141] * feat: update taos-tools for 3.0 * feat: update taos-tools for 3.0 * feat: update taos-tools for 3.0 * feat: update taos-tools for 3.0 * feat: update taos-tools for 3.0 * feat: update taos-tools for 3.0 * feat: update taos-tools for 3.0 * feat: update taos-tools for 3.0 * feat: update taos-tools for 3.0 * feat: update taos-tools 8e3b3ee * fix: remove submodules * feat: update taos-tools c529299 * feat: update taos-tools 9dc2fec for 3.0 * fix: optim upx * feat: update taos-tools f4e456a for 3.0 * feat: update taos-tools 2a2def1 for 3.0 * feat: update taos-tools c9cc20f for 3.0 * feat: update taostoosl 8a5e336 for 3.0 * feat: update taostools 3c7dafe for 3.0 * feat: update taos-tools 2d68404 for 3.0 * feat: update taos-tools 57bdfbf for 3.0 * fix: jenkinsfile2 to upgrade pip * feat: update taostoosl 11d23e5 for 3.0 * feat: update taostools 43924b8 for 3.0 * feat: update taostools 53a0103 for 3.0 * feat: update taostoosl d237772 for 3.0 * feat: update taos-tools 6bde102 for 3.0 * feat: upate taos-tools 2af2222 for 3.0 * feat: update taos-tools 833b721 for 3.0 * feat: update taostools e8bfca6 for 3.0 --- cmake/taostools_CMakeLists.txt.in | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cmake/taostools_CMakeLists.txt.in b/cmake/taostools_CMakeLists.txt.in index 2d9b00eee7..9547323acf 100644 --- a/cmake/taostools_CMakeLists.txt.in +++ b/cmake/taostools_CMakeLists.txt.in @@ -2,7 +2,7 @@ # taos-tools ExternalProject_Add(taos-tools GIT_REPOSITORY https://github.com/taosdata/taos-tools.git - GIT_TAG 833b721 + GIT_TAG e8bfca6 SOURCE_DIR "${TD_SOURCE_DIR}/tools/taos-tools" BINARY_DIR "" 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