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Merge branch 'main' into fix/TS-5946/lfjoin

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xinsheng Ren 2025-02-10 20:25:31 +08:00 committed by GitHub
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2
cmake/addr2line_CMakeLists.txt.in
View File

@ -2,7 +2,7 @@
# addr2line
ExternalProject_Add(addr2line
GIT_REPOSITORY https://github.com/davea42/libdwarf-addr2line.git
GIT_TAG master
GIT_TAG main
SOURCE_DIR "${TD_CONTRIB_DIR}/addr2line"
BINARY_DIR "${TD_CONTRIB_DIR}/addr2line"
CONFIGURE_COMMAND ""

27
contrib/CMakeLists.txt
View File

@ -140,6 +140,13 @@ if(${BUILD_WITH_SQLITE})
cat("${TD_SUPPORT_DIR}/sqlite_CMakeLists.txt.in" ${CONTRIB_TMP_FILE})
endif(${BUILD_WITH_SQLITE})
# libcurl
if(NOT ${TD_WINDOWS})
file(MAKE_DIRECTORY $ENV{HOME}/.cos-local.2/)
cat("${TD_SUPPORT_DIR}/ssl_CMakeLists.txt.in" ${CONTRIB_TMP_FILE})
cat("${TD_SUPPORT_DIR}/curl_CMakeLists.txt.in" ${CONTRIB_TMP_FILE})
endif(NOT ${TD_WINDOWS})
# s3
if(${BUILD_WITH_S3})
cat("${TD_SUPPORT_DIR}/xml2_CMakeLists.txt.in" ${CONTRIB_TMP_FILE})
@ -175,13 +182,6 @@ if(${BUILD_GEOS})
cat("${TD_SUPPORT_DIR}/geos_CMakeLists.txt.in" ${CONTRIB_TMP_FILE})
endif()
# libcurl
if(NOT ${TD_WINDOWS})
file(MAKE_DIRECTORY $ENV{HOME}/.cos-local.2/)
cat("${TD_SUPPORT_DIR}/ssl_CMakeLists.txt.in" ${CONTRIB_TMP_FILE})
cat("${TD_SUPPORT_DIR}/curl_CMakeLists.txt.in" ${CONTRIB_TMP_FILE})
endif(NOT ${TD_WINDOWS})
#
if(${BUILD_PCRE2})
cat("${TD_SUPPORT_DIR}/pcre2_CMakeLists.txt.in" ${CONTRIB_TMP_FILE})
@ -206,9 +206,18 @@ ENDIF()
# download dependencies
configure_file(${CONTRIB_TMP_FILE} "${TD_CONTRIB_DIR}/deps-download/CMakeLists.txt")
execute_process(COMMAND "${CMAKE_COMMAND}" -G "${CMAKE_GENERATOR}" .
WORKING_DIRECTORY "${TD_CONTRIB_DIR}/deps-download")
WORKING_DIRECTORY "${TD_CONTRIB_DIR}/deps-download"
RESULT_VARIABLE result)
IF(NOT result EQUAL "0")
message(FATAL_ERROR "CMake step for dowloading dependencies failed: ${result}")
ENDIF()
execute_process(COMMAND "${CMAKE_COMMAND}" --build .
WORKING_DIRECTORY "${TD_CONTRIB_DIR}/deps-download")
WORKING_DIRECTORY "${TD_CONTRIB_DIR}/deps-download"
RESULT_VARIABLE result)
IF(NOT result EQUAL "0")
message(FATAL_ERROR "CMake step for building dependencies failed: ${result}")
ENDIF()
# ================================================================================================
# Build

12
docs/en/06-advanced/03-stream.md
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@ -26,7 +26,7 @@ CREATE STREAM [IF NOT EXISTS] stream_name [stream_options] INTO stb_name
SUBTABLE(expression) AS subquery
stream_options: {
TRIGGER [AT_ONCE | WINDOW_CLOSE | MAX_DELAY time]
TRIGGER [AT_ONCE | WINDOW_CLOSE | MAX_DELAY time | FORCE_WINDOW_CLOSE]
WATERMARK time
IGNORE EXPIRED [0|1]
DELETE_MARK time
@ -56,13 +56,17 @@ window_clause: {
}
```
The subquery supports session windows, state windows, and sliding windows. When used with supertables, session windows and state windows must be used together with `partition by tbname`.
The subquery supports session windows, state windows, time windows, event windows, and count windows. When used with supertables, state windows, event windows, and count windows must be used together with `partition by tbname`.
1. SESSION is a session window, where tol_val is the maximum range of the time interval. All data within the tol_val time interval belong to the same window. If the time interval between two consecutive data points exceeds tol_val, the next window automatically starts.
2. EVENT_WINDOW is an event window, defined by start and end conditions. The window starts when the start_trigger_condition is met and closes when the end_trigger_condition is met. start_trigger_condition and end_trigger_condition can be any condition expressions supported by TDengine and can include different columns.
2. STATE_WINDOW is a state window. The col is used to identify the state value. Values with the same state value belong to the same state window. When the value of col changes, the current window ends and the next window is automatically opened.
3. COUNT_WINDOW is a counting window, divided by a fixed number of data rows. count_val is a constant, a positive integer, and must be at least 2 and less than 2147483648. count_val represents the maximum number of data rows in each COUNT_WINDOW. If the total number of data rows cannot be evenly divided by count_val, the last window will have fewer rows than count_val. sliding_val is a constant, representing the number of rows the window slides, similar to the SLIDING in INTERVAL.
3. INTERVAL is a time window, which can be further divided into sliding time windows and tumbling time windows.The INTERVAL clause is used to specify the equal time period of the window, and the SLIDING clause is used to specify the time by which the window slides forward. When the value of interval_val is equal to the value of sliding_val, the time window is a tumbling time window; otherwise, it is a sliding time window. Note: The value of sliding_val must be less than or equal to the value of interval_val.
4. EVENT_WINDOW is an event window, defined by start and end conditions. The window starts when the start_trigger_condition is met and closes when the end_trigger_condition is met. start_trigger_condition and end_trigger_condition can be any condition expressions supported by TDengine and can include different columns.
5. COUNT_WINDOW is a counting window, divided by a fixed number of data rows. count_val is a constant, a positive integer, and must be at least 2 and less than 2147483648. count_val represents the maximum number of data rows in each COUNT_WINDOW. If the total number of data rows cannot be evenly divided by count_val, the last window will have fewer rows than count_val. sliding_val is a constant, representing the number of rows the window slides, similar to the SLIDING in INTERVAL.
The definition of a window is exactly the same as in the time-series data window query, for details refer to the TDengine window functions section.

882
docs/en/08-operation/03-deployment.md
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@ -1,882 +0,0 @@
---
title: Deploying Your Cluster
slug: /operations-and-maintenance/deploy-your-cluster
---
Since TDengine was designed with a distributed architecture from the beginning, it has powerful horizontal scaling capabilities to meet the growing data processing needs. Therefore, TDengine supports clustering and has open-sourced this core functionality. Users can choose from four deployment methods according to their actual environment and needs—manual deployment, Docker deployment, Kubernetes deployment, and Helm deployment.
## Manual Deployment
### Deploying taosd
taosd is the most important service component in the TDengine cluster. This section describes the steps to manually deploy a taosd cluster.
#### 1. Clear Data
If the physical nodes for setting up the cluster contain previous test data or have had other versions of TDengine installed (such as 1.x/2.x), please delete them and clear all data first.
#### 2. Check Environment
Before deploying the TDengine cluster, it is crucial to thoroughly check the network settings of all dnodes and the physical nodes where the applications are located. Here are the steps to check:
- Step 1: Execute the `hostname -f` command on each physical node to view and confirm that all node hostnames are unique. This step can be omitted for nodes where application drivers are located.
- Step 2: Execute the `ping host` command on each physical node, where host is the hostname of other physical nodes. This step aims to detect the network connectivity between the current node and other physical nodes. If you cannot ping through, immediately check the network and DNS settings. For Linux operating systems, check the `/etc/hosts` file; for Windows operating systems, check the `C:\Windows\system32\drivers\etc\hosts` file. Network issues will prevent the formation of a cluster, so be sure to resolve this issue.
- Step 3: Repeat the above network detection steps on the physical nodes where the application is running. If the network is found to be problematic, the application will not be able to connect to the taosd service. At this point, carefully check the DNS settings or hosts file of the physical node where the application is located to ensure it is configured correctly.
- Step 4: Check ports to ensure that all hosts in the cluster can communicate over TCP on port 6030.
By following these steps, you can ensure that all nodes communicate smoothly at the network level, laying a solid foundation for the successful deployment of the TDengine cluster.
#### 3. Installation
To ensure consistency and stability within the cluster, install the same version of TDengine on all physical nodes.
#### 4. Modify Configuration
Modify the configuration file of TDengine (the configuration files of all nodes need to be modified). Assuming the endpoint of the first dnode to be started is `h1.tdengine.com:6030`, the cluster-related parameters are as follows.
```shell
# firstEp is the first dnode that each dnode connects to after the initial startup
firstEp h1.tdengine.com:6030
# Must be configured to the FQDN of this dnode, if there is only one hostname on this machine, you can comment out or delete the following line
fqdn h1.tdengine.com
# Configure the port of this dnode, default is 6030
serverPort 6030
```
The parameters that must be modified are firstEp and fqdn. For each dnode, the firstEp configuration should remain consistent, but fqdn must be set to the value of the dnode it is located on. Other parameters do not need to be modified unless you are clear on why they should be changed.
For dnodes wishing to join the cluster, it is essential to ensure that the parameters related to the TDengine cluster listed in the table below are set identically. Any mismatch in parameters may prevent the dnode from successfully joining the cluster.
| Parameter Name | Meaning |
|:----------------:|:---------------------------------------------------------:|
| statusInterval | Interval at which dnode reports status to mnode |
| timezone | Time zone |
| locale | System locale information and encoding format |
| charset | Character set encoding |
| ttlChangeOnWrite | Whether ttl expiration changes with table modification |
#### 5. Start
Start the first dnode, such as `h1.tdengine.com`, following the steps mentioned above. Then execute taos in the terminal to start TDengine's CLI program taos, and execute the `show dnodes` command within it to view all dnode information in the current cluster.
```shell
taos> show dnodes;
id | endpoint | vnodes|support_vnodes|status| create_time | note |
===================================================================================
1| h1.tdengine.com:6030 | 0| 1024| ready| 2022-07-16 10:50:42.673 | |
```
You can see that the endpoint of the dnode node that has just started is `h1.tdengine.com:6030`. This address is the first Ep of the new cluster.
#### 6. Adding dnode
Follow the steps mentioned earlier, start taosd on each physical node. Each dnode needs to configure the firstEp parameter in the taos.cfg file to the endpoint of the first node of the new cluster, which in this case is `h1.tdengine.com:6030`. On the machine where the first dnode is located, run taos in the terminal, open TDengine's CLI program taos, then log into the TDengine cluster, and execute the following SQL.
```shell
create dnode "h2.tdengine.com:6030"
```
Add the new dnode's endpoint to the cluster's endpoint list. You need to put `fqdn:port` in double quotes, otherwise, it will cause an error when running. Please note to replace the example h2.tdengine.com:6030 with the endpoint of this new dnode. Then execute the following SQL to see if the new node has successfully joined. If the dnode you want to join is currently offline, please refer to the "Common Issues" section later in this chapter for a solution.
```shell
show dnodes;
```
In the logs, please confirm that the fqdn and port of the output dnode are consistent with the endpoint you just tried to add. If they are not consistent, correct it to the correct endpoint. By following the steps above, you can continuously add new dnodes to the cluster one by one, thereby expanding the scale of the cluster and improving overall performance. Make sure to follow the correct process when adding new nodes, which helps maintain the stability and reliability of the cluster.
**Tips**
- Any dnode that has joined the cluster can serve as the firstEp for subsequent nodes to be added. The firstEp parameter only functions when that dnode first joins the cluster. After joining, the dnode will save the latest mnode's endpoint list, and subsequently, it no longer depends on this parameter. The firstEp parameter in the configuration file is mainly used for client connections, and if no parameters are set for TDengine's CLI, it will default to connecting to the node specified by firstEp.
- Two dnodes that have not configured the firstEp parameter will run independently after starting. At this time, it is not possible to join one dnode to another to form a cluster.
- TDengine does not allow merging two independent clusters into a new cluster.
#### 7. Adding mnode
When creating a TDengine cluster, the first dnode automatically becomes the mnode of the cluster, responsible for managing and coordinating the cluster. To achieve high availability of mnode, subsequent dnodes need to manually create mnode. Please note that a cluster can create up to 3 mnodes, and only one mnode can be created on each dnode. When the number of dnodes in the cluster reaches or exceeds 3, you can create mnode for the existing cluster. In the first dnode, first log into TDengine through the CLI program taos, then execute the following SQL.
```shell
create mnode on dnode <dnodeId>
```
Please note to replace the dnodeId in the example above with the serial number of the newly created dnode (which can be obtained by executing the `show dnodes` command). Finally, execute the following `show mnodes` to see if the newly created mnode has successfully joined the cluster.
**Tips**
During the process of setting up a TDengine cluster, if a new node always shows as offline after executing the create dnode command to add a new node, please follow these steps for troubleshooting.
- Step 1, check whether the taosd service on the new node has started normally. You can confirm this by checking the log files or using the ps command.
- Step 2, if the taosd service has started, next check whether the new node's network connection is smooth and confirm whether the firewall has been turned off. Network issues or firewall settings may prevent the node from communicating with other nodes in the cluster.
- Step 3, use the taos -h fqdn command to try to connect to the new node, then execute the show dnodes command. This will display the running status of the new node as an independent cluster. If the displayed list is inconsistent with that shown on the main node, it indicates that the new node may have formed a single-node cluster on its own. To resolve this issue, follow these steps. First, stop the taosd service on the new node. Second, clear all files in the dataDir directory specified in the taos.cfg configuration file on the new node. This will delete all data and configuration information related to that node. Finally, restart the taosd service on the new node. This will reset the new node to its initial state, ready to rejoin the main cluster.
### Deploying taosAdapter
This section discusses how to deploy taosAdapter, which provides RESTful and WebSocket access capabilities for the TDengine cluster, thus playing a very important role in the cluster.
1. Installation
After the installation of TDengine Enterprise is complete, taosAdapter can be used. If you want to deploy taosAdapter on different servers, TDengine Enterprise needs to be installed on these servers.
2. Single Instance Deployment
Deploying a single instance of taosAdapter is very simple. For specific commands and configuration parameters, please refer to the taosAdapter section in the manual.
3. Multiple Instances Deployment
The main purposes of deploying multiple instances of taosAdapter are as follows:
- To increase the throughput of the cluster and prevent taosAdapter from becoming a system bottleneck.
- To enhance the robustness and high availability of the cluster, allowing requests entering the business system to be automatically routed to other instances when one instance fails.
When deploying multiple instances of taosAdapter, it is necessary to address load balancing issues to avoid overloading some nodes while others remain idle. During the deployment process, multiple single instances need to be deployed separately, and the deployment steps for each instance are exactly the same as those for deploying a single instance. The next critical part is configuring Nginx. Below is a verified best practice configuration; you only need to replace the endpoint with the correct address in the actual environment. For the meanings of each parameter, please refer to the official Nginx documentation.
```json
user root;
worker_processes auto;
error_log /var/log/nginx_error.log;
events {
use epoll;
worker_connections 1024;
}
http {
access_log off;
map $http_upgrade $connection_upgrade {
default upgrade;
'' close;
}
server {
listen 6041;
location ~* {
proxy_pass http://dbserver;
proxy_read_timeout 600s;
proxy_send_timeout 600s;
proxy_connect_timeout 600s;
proxy_next_upstream error http_502 non_idempotent;
proxy_http_version 1.1;
proxy_set_header Upgrade $http_upgrade;
proxy_set_header Connection $http_connection;
}
}
server {
listen 6043;
location ~* {
proxy_pass http://keeper;
proxy_read_timeout 60s;
proxy_next_upstream error http_502 http_500 non_idempotent;
}
}
server {
listen 6060;
location ~* {
proxy_pass http://explorer;
proxy_read_timeout 60s;
proxy_next_upstream error http_502 http_500 non_idempotent;
}
}
upstream dbserver {
least_conn;
server 172.16.214.201:6041 max_fails=0;
server 172.16.214.202:6041 max_fails=0;
server 172.16.214.203:6041 max_fails=0;
}
upstream keeper {
ip_hash;
server 172.16.214.201:6043 ;
server 172.16.214.202:6043 ;
server 172.16.214.203:6043 ;
}
upstream explorer{
ip_hash;
server 172.16.214.201:6060 ;
server 172.16.214.202:6060 ;
server 172.16.214.203:6060 ;
}
}
```
### Deploying taosKeeper
To use the monitoring capabilities of TDengine, taosKeeper is an essential component. For monitoring, please refer to [TDinsight](../../tdengine-reference/components/tdinsight), and for details on deploying taosKeeper, please refer to the [taosKeeper Reference Manual](../../tdengine-reference/components/taoskeeper).
### Deploying taosX
To utilize the data ingestion capabilities of TDengine, it is necessary to deploy the taosX service. For detailed explanations and deployment, please refer to the enterprise edition reference manual.
### Deploying taosX-Agent
For some data sources such as Pi, OPC, etc., due to network conditions and data source access restrictions, taosX cannot directly access the data sources. In such cases, a proxy service, taosX-Agent, needs to be deployed. For detailed explanations and deployment, please refer to the enterprise edition reference manual.
### Deploying taos-Explorer
TDengine provides the capability to visually manage TDengine clusters. To use the graphical interface, the taos-Explorer service needs to be deployed. For detailed explanations and deployment, please refer to the [taos-Explorer Reference Manual](../../tdengine-reference/components/taosexplorer/)
## Docker Deployment
This section will explain how to start TDengine services in Docker containers and access them. You can use environment variables in the docker run command line or docker-compose file to control the behavior of services in the container.
### Starting TDengine
The TDengine image is launched with HTTP service activated by default. Use the following command to create a containerized TDengine environment with HTTP service.
```shell
docker run -d --name tdengine \
-v ~/data/taos/dnode/data:/var/lib/taos \
-v ~/data/taos/dnode/log:/var/log/taos \
-p 6041:6041 tdengine/tdengine
```
Detailed parameter explanations are as follows:
- /var/lib/taos: Default data file directory for TDengine, can be modified through the configuration file.
- /var/log/taos: Default log file directory for TDengine, can be modified through the configuration file.
The above command starts a container named tdengine and maps the HTTP service's port 6041 to the host port 6041. The following command can verify if the HTTP service in the container is available.
```shell
curl -u root:taosdata -d "show databases" localhost:6041/rest/sql
```
Run the following command to access TDengine within the container.
```shell
$ docker exec -it tdengine taos
taos> show databases;
name |
=================================
information_schema |
performance_schema |
Query OK, 2 rows in database (0.033802s)
```
Within the container, TDengine CLI or various connectors (such as JDBC-JNI) connect to the server via the container's hostname. Accessing TDengine inside the container from outside is more complex, and using RESTful/WebSocket connection methods is the simplest approach.
### Starting TDengine in host network mode
Run the following command to start TDengine in host network mode, which allows using the host's FQDN to establish connections, rather than using the container's hostname.
```shell
docker run -d --name tdengine --network host tdengine/tdengine
```
This method is similar to starting TDengine on the host using the systemctl command. If the TDengine client is already installed on the host, you can directly use the following command to access the TDengine service.
```shell
$ taos
taos> show dnodes;
id | endpoint | vnodes | support_vnodes | status | create_time | note |
=================================================================================================================================================
1 | vm98:6030 | 0 | 32 | ready | 2022-08-19 14:50:05.337 | |
Query OK, 1 rows in database (0.010654s)
```
### Start TDengine with a specified hostname and port
Use the following command to establish a connection on a specified hostname using the TAOS_FQDN environment variable or the fqdn configuration item in taos.cfg. This method provides greater flexibility for deploying TDengine.
```shell
docker run -d \
--name tdengine \
-e TAOS_FQDN=tdengine \
-p 6030:6030 \
-p 6041-6049:6041-6049 \
-p 6041-6049:6041-6049/udp \
tdengine/tdengine
```
First, the above command starts a TDengine service in the container, listening on the hostname tdengine, and maps the container's port 6030 to the host's port 6030, and the container's port range [6041, 6049] to the host's port range [6041, 6049]. If the port range on the host is already in use, you can modify the command to specify a free port range on the host.
Secondly, ensure that the hostname tdengine is resolvable in /etc/hosts. Use the following command to save the correct configuration information to the hosts file.
```shell
echo 127.0.0.1 tdengine |sudo tee -a /etc/hosts
```
Finally, you can access the TDengine service using the TDengine CLI with tdengine as the server address, as follows.
```shell
taos -h tdengine -P 6030
```
If TAOS_FQDN is set to the same as the hostname of the host, the effect is the same as "starting TDengine in host network mode".
## Kubernetes Deployment
As a time-series database designed for cloud-native architectures, TDengine inherently supports Kubernetes deployment. This section introduces how to step-by-step create a highly available TDengine cluster for production use using YAML files, with a focus on common operations of TDengine in a Kubernetes environment. This subsection requires readers to have a certain understanding of Kubernetes, be proficient in running common kubectl commands, and understand concepts such as statefulset, service, and pvc. Readers unfamiliar with these concepts can refer to the Kubernetes official website for learning.
To meet the requirements of high availability, the cluster needs to meet the following requirements:
- 3 or more dnodes: Multiple vnodes in the same vgroup of TDengine should not be distributed on the same dnode, so if creating a database with 3 replicas, the number of dnodes should be 3 or more.
- 3 mnodes: mnodes are responsible for managing the entire cluster, with TDengine defaulting to one mnode. If the dnode hosting this mnode goes offline, the entire cluster becomes unavailable.
- 3 replicas of the database: TDengine's replica configuration is at the database level, so 3 replicas can ensure that the cluster remains operational even if any one of the 3 dnodes goes offline. If 2 dnodes go offline, the cluster becomes unavailable because RAFT cannot complete the election. (Enterprise edition: In disaster recovery scenarios, if the data files of any node are damaged, recovery can be achieved by restarting the dnode.)
### Prerequisites
To deploy and manage a TDengine cluster using Kubernetes, the following preparations need to be made.
- This article applies to Kubernetes v1.19 and above.
- This article uses the kubectl tool for installation and deployment, please install the necessary software in advance.
- Kubernetes has been installed and deployed and can normally access or update necessary container repositories or other services.
### Configure Service
Create a Service configuration file: taosd-service.yaml, the service name metadata.name (here "taosd") will be used in the next step. First, add the ports used by TDengine, then set the determined labels app (here "tdengine") in the selector.
```yaml
---
apiVersion: v1
kind: Service
metadata:
name: "taosd"
labels:
app: "tdengine"
spec:
ports:
- name: tcp6030
protocol: "TCP"
port: 6030
- name: tcp6041
protocol: "TCP"
port: 6041
selector:
app: "tdengine"
```
### Stateful Services StatefulSet
According to Kubernetes' descriptions of various deployment types, we will use StatefulSet as the deployment resource type for TDengine. Create the file tdengine.yaml, where replicas define the number of cluster nodes as 3. The node timezone is set to China (Asia/Shanghai), and each node is allocated 5G of standard storage, which you can modify according to actual conditions.
Please pay special attention to the configuration of startupProbe. After a dnode's Pod goes offline for a period of time and then restarts, the newly online dnode will be temporarily unavailable. If the startupProbe configuration is too small, Kubernetes will consider the Pod to be in an abnormal state and attempt to restart the Pod. This dnode's Pod will frequently restart and never return to a normal state.
```yaml
---
apiVersion: apps/v1
kind: StatefulSet
metadata:
name: "tdengine"
labels:
app: "tdengine"
spec:
serviceName: "taosd"
replicas: 3
updateStrategy:
type: RollingUpdate
selector:
matchLabels:
app: "tdengine"
template:
metadata:
name: "tdengine"
labels:
app: "tdengine"
spec:
affinity:
podAntiAffinity:
preferredDuringSchedulingIgnoredDuringExecution:
- weight: 100
podAffinityTerm:
labelSelector:
matchExpressions:
- key: app
operator: In
values:
- tdengine
topologyKey: kubernetes.io/hostname
containers:
- name: "tdengine"
image: "tdengine/tdengine:3.2.3.0"
imagePullPolicy: "IfNotPresent"
ports:
- name: tcp6030
protocol: "TCP"
containerPort: 6030
- name: tcp6041
protocol: "TCP"
containerPort: 6041
env:
# POD_NAME for FQDN config
- name: POD_NAME
valueFrom:
fieldRef:
fieldPath: metadata.name
# SERVICE_NAME and NAMESPACE for fqdn resolve
- name: SERVICE_NAME
value: "taosd"
- name: STS_NAME
value: "tdengine"
- name: STS_NAMESPACE
valueFrom:
fieldRef:
fieldPath: metadata.namespace
# TZ for timezone settings, we recommend to always set it.
- name: TZ
value: "Asia/Shanghai"
# Environment variables with prefix TAOS_ will be parsed and converted into corresponding parameter in taos.cfg. For example, serverPort in taos.cfg should be configured by TAOS_SERVER_PORT when using K8S to deploy
- name: TAOS_SERVER_PORT
value: "6030"
# Must set if you want a cluster.
- name: TAOS_FIRST_EP
value: "$(STS_NAME)-0.$(SERVICE_NAME).$(STS_NAMESPACE).svc.cluster.local:$(TAOS_SERVER_PORT)"
# TAOS_FQND should always be set in k8s env.
- name: TAOS_FQDN
value: "$(POD_NAME).$(SERVICE_NAME).$(STS_NAMESPACE).svc.cluster.local"
volumeMounts:
- name: taosdata
mountPath: /var/lib/taos
startupProbe:
exec:
command:
- taos-check
failureThreshold: 360
periodSeconds: 10
readinessProbe:
exec:
command:
- taos-check
initialDelaySeconds: 5
timeoutSeconds: 5000
livenessProbe:
exec:
command:
- taos-check
initialDelaySeconds: 15
periodSeconds: 20
volumeClaimTemplates:
- metadata:
name: taosdata
spec:
accessModes:
- "ReadWriteOnce"
storageClassName: "standard"
resources:
requests:
storage: "5Gi"
```
### Deploying TDengine Cluster Using kubectl Command
First, create the corresponding namespace `dengine-test`, as well as the PVC, ensuring that there is enough remaining space with `storageClassName` set to `standard`. Then execute the following commands in sequence:
```shell
kubectl apply -f taosd-service.yaml -n tdengine-test
```
The above configuration will create a three-node TDengine cluster, with `dnode` automatically configured. You can use the `show dnodes` command to view the current cluster nodes:
```shell
kubectl exec -it tdengine-0 -n tdengine-test -- taos -s "show dnodes"
kubectl exec -it tdengine-1 -n tdengine-test -- taos -s "show dnodes"
kubectl exec -it tdengine-2 -n tdengine-test -- taos -s "show dnodes"
```
The output is as follows:
```shell
taos show dnodes
id | endpoint | vnodes | support_vnodes | status | create_time | reboot_time | note | active_code | c_active_code |
=============================================================================================================================================================================================================================================
1 | tdengine-0.ta... | 0 | 16 | ready | 2023-07-19 17:54:18.552 | 2023-07-19 17:54:18.469 | | | |
2 | tdengine-1.ta... | 0 | 16 | ready | 2023-07-19 17:54:37.828 | 2023-07-19 17:54:38.698 | | | |
3 | tdengine-2.ta... | 0 | 16 | ready | 2023-07-19 17:55:01.141 | 2023-07-19 17:55:02.039 | | | |
Query OK, 3 row(s) in set (0.001853s)
```
View the current mnode:
```shell
kubectl exec -it tdengine-1 -n tdengine-test -- taos -s "show mnodes\G"
taos> show mnodes\G
*************************** 1.row ***************************
id: 1
endpoint: tdengine-0.taosd.tdengine-test.svc.cluster.local:6030
role: leader
status: ready
create_time: 2023-07-19 17:54:18.559
reboot_time: 2023-07-19 17:54:19.520
Query OK, 1 row(s) in set (0.001282s)
```
Create mnode
```shell
kubectl exec -it tdengine-0 -n tdengine-test -- taos -s "create mnode on dnode 2"
kubectl exec -it tdengine-0 -n tdengine-test -- taos -s "create mnode on dnode 3"
```
View mnode
```shell
kubectl exec -it tdengine-1 -n tdengine-test -- taos -s "show mnodes\G"
taos> show mnodes\G
*************************** 1.row ***************************
id: 1
endpoint: tdengine-0.taosd.tdengine-test.svc.cluster.local:6030
role: leader
status: ready
create_time: 2023-07-19 17:54:18.559
reboot_time: 2023-07-20 09:19:36.060
*************************** 2.row ***************************
id: 2
endpoint: tdengine-1.taosd.tdengine-test.svc.cluster.local:6030
role: follower
status: ready
create_time: 2023-07-20 09:22:05.600
reboot_time: 2023-07-20 09:22:12.838
*************************** 3.row ***************************
id: 3
endpoint: tdengine-2.taosd.tdengine-test.svc.cluster.local:6030
role: follower
status: ready
create_time: 2023-07-20 09:22:20.042
reboot_time: 2023-07-20 09:22:23.271
Query OK, 3 row(s) in set (0.003108s)
```
### Port Forwarding
Using kubectl port forwarding feature allows applications to access the TDengine cluster running in the Kubernetes environment.
```shell
kubectl port-forward -n tdengine-test tdengine-0 6041:6041 &
```
Use the curl command to verify the TDengine REST API using port 6041.
```shell
curl -u root:taosdata -d "show databases" 127.0.0.1:6041/rest/sql
{"code":0,"column_meta":[["name","VARCHAR",64]],"data":[["information_schema"],["performance_schema"],["test"],["test1"]],"rows":4}
```
### Cluster Expansion
TDengine supports cluster expansion:
```shell
kubectl scale statefulsets tdengine -n tdengine-test --replicas=4
```
The command line argument `--replica=4` indicates that the TDengine cluster is to be expanded to 4 nodes. After execution, first check the status of the POD:
```shell
kubectl get pod -l app=tdengine -n tdengine-test -o wide
```
Output as follows:
```text
NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES
tdengine-0 1/1 Running 4 (6h26m ago) 6h53m 10.244.2.75 node86 <none> <none>
tdengine-1 1/1 Running 1 (6h39m ago) 6h53m 10.244.0.59 node84 <none> <none>
tdengine-2 1/1 Running 0 5h16m 10.244.1.224 node85 <none> <none>
tdengine-3 1/1 Running 0 3m24s 10.244.2.76 node86 <none> <none>
```
At this point, the Pod status is still Running. The dnode status in the TDengine cluster can be seen after the Pod status changes to ready:
```shell
kubectl exec -it tdengine-3 -n tdengine-test -- taos -s "show dnodes"
```
The dnode list of the four-node TDengine cluster after expansion:
```text
taos> show dnodes
id | endpoint | vnodes | support_vnodes | status | create_time | reboot_time | note | active_code | c_active_code |
=============================================================================================================================================================================================================================================
1 | tdengine-0.ta... | 10 | 16 | ready | 2023-07-19 17:54:18.552 | 2023-07-20 09:39:04.297 | | | |
2 | tdengine-1.ta... | 10 | 16 | ready | 2023-07-19 17:54:37.828 | 2023-07-20 09:28:24.240 | | | |
3 | tdengine-2.ta... | 10 | 16 | ready | 2023-07-19 17:55:01.141 | 2023-07-20 10:48:43.445 | | | |
4 | tdengine-3.ta... | 0 | 16 | ready | 2023-07-20 16:01:44.007 | 2023-07-20 16:01:44.889 | | | |
Query OK, 4 row(s) in set (0.003628s)
```
### Cleaning up the Cluster
**Warning**
When deleting PVCs, pay attention to the PV persistentVolumeReclaimPolicy. It is recommended to set it to Delete, so that when the PVC is deleted, the PV will be automatically cleaned up, along with the underlying CSI storage resources. If the policy to automatically clean up PVs when deleting PVCs is not configured, after deleting the PVCs, manually cleaning up the PVs may not release the corresponding CSI storage resources.
To completely remove the TDengine cluster, you need to clean up the statefulset, svc, pvc, and finally delete the namespace.
```shell
kubectl delete statefulset -l app=tdengine -n tdengine-test
kubectl delete svc -l app=tdengine -n tdengine-test
kubectl delete pvc -l app=tdengine -n tdengine-test
kubectl delete namespace tdengine-test
```
### Cluster Disaster Recovery Capabilities
For high availability and reliability of TDengine in a Kubernetes environment, in terms of hardware damage and disaster recovery, it is discussed on two levels:
- The disaster recovery capabilities of the underlying distributed block storage, which includes multiple replicas of block storage. Popular distributed block storage like Ceph has multi-replica capabilities, extending storage replicas to different racks, cabinets, rooms, and data centers (or directly using block storage services provided by public cloud vendors).
- TDengine's disaster recovery, in TDengine Enterprise, inherently supports the recovery of a dnode's work by launching a new blank dnode when an existing dnode permanently goes offline (due to physical disk damage and data loss).
## Deploying TDengine Cluster with Helm
Helm is the package manager for Kubernetes.
The previous section on deploying the TDengine cluster with Kubernetes was simple enough, but Helm can provide even more powerful capabilities.
### Installing Helm
```shell
curl -fsSL -o get_helm.sh \
https://raw.githubusercontent.com/helm/helm/master/scripts/get-helm-3
chmod +x get_helm.sh
./get_helm.sh
```
Helm operates Kubernetes using kubectl and kubeconfig configurations, which can be set up following the Rancher installation configuration for Kubernetes.
### Installing TDengine Chart
The TDengine Chart has not yet been released to the Helm repository, it can currently be downloaded directly from GitHub:
```shell
wget https://github.com/taosdata/TDengine-Operator/raw/3.0/helm/tdengine-3.0.2.tgz
```
Retrieve the current Kubernetes storage class:
```shell
kubectl get storageclass
```
In minikube, the default is standard. Then, use the helm command to install:
```shell
helm install tdengine tdengine-3.0.2.tgz \
--set storage.className=<your storage class name> \
--set image.tag=3.2.3.0
```
In a minikube environment, you can set a smaller capacity to avoid exceeding disk space:
```shell
helm install tdengine tdengine-3.0.2.tgz \
--set storage.className=standard \
--set storage.dataSize=2Gi \
--set storage.logSize=10Mi \
--set image.tag=3.2.3.0
```
After successful deployment, the TDengine Chart will output instructions for operating TDengine:
```shell
export POD_NAME=$(kubectl get pods --namespace default \
-l "app.kubernetes.io/name=tdengine,app.kubernetes.io/instance=tdengine" \
-o jsonpath="{.items[0].metadata.name}")
kubectl --namespace default exec $POD_NAME -- taos -s "show dnodes; show mnodes"
kubectl --namespace default exec -it $POD_NAME -- taos
```
You can create a table for testing:
```shell
kubectl --namespace default exec $POD_NAME -- \
taos -s "create database test;
use test;
create table t1 (ts timestamp, n int);
insert into t1 values(now, 1)(now + 1s, 2);
select * from t1;"
```
### Configuring values
TDengine supports customization through `values.yaml`.
You can obtain the complete list of values supported by the TDengine Chart with helm show values:
```shell
helm show values tdengine-3.0.2.tgz
```
You can save the results as `values.yaml`, then modify various parameters in it, such as the number of replicas, storage class name, capacity size, TDengine configuration, etc., and then use the following command to install the TDengine cluster:
```shell
helm install tdengine tdengine-3.0.2.tgz -f values.yaml
```
All parameters are as follows:
```yaml
# Default values for tdengine.
# This is a YAML-formatted file.
# Declare variables to be passed into helm templates.
replicaCount: 1
image:
prefix: tdengine/tdengine
#pullPolicy: Always
# Overrides the image tag whose default is the chart appVersion.
# tag: "3.0.2.0"
service:
# ClusterIP is the default service type, use NodeIP only if you know what you are doing.
type: ClusterIP
ports:
# TCP range required
tcp: [6030, 6041, 6042, 6043, 6044, 6046, 6047, 6048, 6049, 6060]
# UDP range
udp: [6044, 6045]
# Set timezone here, not in taoscfg
timezone: "Asia/Shanghai"
resources:
# We usually recommend not to specify default resources and to leave this as a conscious
# choice for the user. This also increases chances charts run on environments with little
# resources, such as Minikube. If you do want to specify resources, uncomment the following
# lines, adjust them as necessary, and remove the curly braces after 'resources:'.
# limits:
# cpu: 100m
# memory: 128Mi
# requests:
# cpu: 100m
# memory: 128Mi
storage:
# Set storageClassName for pvc. K8s use default storage class if not set.
#
className: ""
dataSize: "100Gi"
logSize: "10Gi"
nodeSelectors:
taosd:
# node selectors
clusterDomainSuffix: ""
# Config settings in taos.cfg file.
#
# The helm/k8s support will use environment variables for taos.cfg,
# converting an upper-snake-cased variable like `TAOS_DEBUG_FLAG`,
# to a camelCase taos config variable `debugFlag`.
#
# Note:
# 1. firstEp/secondEp: should not be set here, it's auto generated at scale-up.
# 2. serverPort: should not be set, we'll use the default 6030 in many places.
# 3. fqdn: will be auto generated in kubernetes, user should not care about it.
# 4. role: currently role is not supported - every node is able to be mnode and vnode.
#
# Btw, keep quotes "" around the value like below, even the value will be number or not.
taoscfg:
# Starts as cluster or not, must be 0 or 1.
# 0: all pods will start as a separate TDengine server
# 1: pods will start as TDengine server cluster. [default]
CLUSTER: "1"
# number of replications, for cluster only
TAOS_REPLICA: "1"
# TAOS_NUM_OF_RPC_THREADS: number of threads for RPC
#TAOS_NUM_OF_RPC_THREADS: "2"
#
# TAOS_NUM_OF_COMMIT_THREADS: number of threads to commit cache data
#TAOS_NUM_OF_COMMIT_THREADS: "4"
# enable/disable installation / usage report
#TAOS_TELEMETRY_REPORTING: "1"
# time interval of system monitor, seconds
#TAOS_MONITOR_INTERVAL: "30"
# time interval of dnode status reporting to mnode, seconds, for cluster only
#TAOS_STATUS_INTERVAL: "1"
# time interval of heart beat from shell to dnode, seconds
#TAOS_SHELL_ACTIVITY_TIMER: "3"
# minimum sliding window time, milli-second
#TAOS_MIN_SLIDING_TIME: "10"
# minimum time window, milli-second
#TAOS_MIN_INTERVAL_TIME: "1"
# the compressed rpc message, option:
# -1 (no compression)
# 0 (all message compressed),
# > 0 (rpc message body which larger than this value will be compressed)
#TAOS_COMPRESS_MSG_SIZE: "-1"
# max number of connections allowed in dnode
#TAOS_MAX_SHELL_CONNS: "50000"
# stop writing logs when the disk size of the log folder is less than this value
#TAOS_MINIMAL_LOG_DIR_G_B: "0.1"
# stop writing temporary files when the disk size of the tmp folder is less than this value
#TAOS_MINIMAL_TMP_DIR_G_B: "0.1"
# if disk free space is less than this value, taosd service exit directly within startup process
#TAOS_MINIMAL_DATA_DIR_G_B: "0.1"
# One mnode is equal to the number of vnode consumed
#TAOS_MNODE_EQUAL_VNODE_NUM: "4"
# enbale/disable http service
#TAOS_HTTP: "1"
# enable/disable system monitor
#TAOS_MONITOR: "1"
# enable/disable async log
#TAOS_ASYNC_LOG: "1"
#
# time of keeping log files, days
#TAOS_LOG_KEEP_DAYS: "0"
# The following parameters are used for debug purpose only.
# debugFlag 8 bits mask: FILE-SCREEN-UNUSED-HeartBeat-DUMP-TRACE_WARN-ERROR
# 131: output warning and error
# 135: output debug, warning and error
# 143: output trace, debug, warning and error to log
# 199: output debug, warning and error to both screen and file
# 207: output trace, debug, warning and error to both screen and file
#
# debug flag for all log type, take effect when non-zero value\
#TAOS_DEBUG_FLAG: "143"
# generate core file when service crash
#TAOS_ENABLE_CORE_FILE: "1"
```
### Expansion
For expansion, refer to the explanation in the previous section, with some additional operations needed from the helm deployment.
First, retrieve the name of the StatefulSet from the deployment.
```shell
export STS_NAME=$(kubectl get statefulset \
-l "app.kubernetes.io/name=tdengine" \
-o jsonpath="{.items[0].metadata.name}")
```
The expansion operation is extremely simple, just increase the replica. The following command expands TDengine to three nodes:
```shell
kubectl scale --replicas 3 statefulset/$STS_NAME
```
Use the commands `show dnodes` and `show mnodes` to check if the expansion was successful.
### Cleaning up the Cluster
Under Helm management, the cleanup operation also becomes simple:
```shell
helm uninstall tdengine
```
However, Helm will not automatically remove PVCs, you need to manually retrieve and then delete the PVCs.

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---
title: Manual Deployment
slug: /operations-and-maintenance/deploy-your-cluster/manual-deployment
---
You can deploy TDengine manually on a physical or virtual machine.
## Deploying taosd
taosd is the most important service component in the TDengine cluster. This section describes the steps to manually deploy a taosd cluster.
### 1. Clear Data
If the physical nodes for setting up the cluster contain previous test data or have had other versions of TDengine installed (such as 1.x/2.x), please delete them and clear all data first.
### 2. Check Environment
Before deploying the TDengine cluster, it is crucial to thoroughly check the network settings of all dnodes and the physical nodes where the applications are located. Here are the steps to check:
- Step 1: Execute the `hostname -f` command on each physical node to view and confirm that all node hostnames are unique. This step can be omitted for nodes where application drivers are located.
- Step 2: Execute the `ping host` command on each physical node, where host is the hostname of other physical nodes. This step aims to detect the network connectivity between the current node and other physical nodes. If you cannot ping through, immediately check the network and DNS settings. For Linux operating systems, check the `/etc/hosts` file; for Windows operating systems, check the `C:\Windows\system32\drivers\etc\hosts` file. Network issues will prevent the formation of a cluster, so be sure to resolve this issue.
- Step 3: Repeat the above network detection steps on the physical nodes where the application is running. If the network is found to be problematic, the application will not be able to connect to the taosd service. At this point, carefully check the DNS settings or hosts file of the physical node where the application is located to ensure it is configured correctly.
- Step 4: Check ports to ensure that all hosts in the cluster can communicate over TCP on port 6030.
By following these steps, you can ensure that all nodes communicate smoothly at the network level, laying a solid foundation for the successful deployment of the TDengine cluster.
### 3. Installation
To ensure consistency and stability within the cluster, install the same version of TDengine on all physical nodes.
### 4. Modify Configuration
Modify the configuration file of TDengine (the configuration files of all nodes need to be modified). Assuming the endpoint of the first dnode to be started is `h1.tdengine.com:6030`, the cluster-related parameters are as follows.
```shell
# firstEp is the first dnode that each dnode connects to after the initial startup
firstEp h1.tdengine.com:6030
# Must be configured to the FQDN of this dnode, if there is only one hostname on this machine, you can comment out or delete the following line
fqdn h1.tdengine.com
# Configure the port of this dnode, default is 6030
serverPort 6030
```
The parameters that must be modified are firstEp and fqdn. For each dnode, the firstEp configuration should remain consistent, but fqdn must be set to the value of the dnode it is located on. Other parameters do not need to be modified unless you are clear on why they should be changed.
For dnodes wishing to join the cluster, it is essential to ensure that the parameters related to the TDengine cluster listed in the table below are set identically. Any mismatch in parameters may prevent the dnode from successfully joining the cluster.
| Parameter Name | Meaning |
|:----------------:|:---------------------------------------------------------:|
| statusInterval | Interval at which dnode reports status to mnode |
| timezone | Time zone |
| locale | System locale information and encoding format |
| charset | Character set encoding |
| ttlChangeOnWrite | Whether ttl expiration changes with table modification |
### 5. Start
Start the first dnode, such as `h1.tdengine.com`, following the steps mentioned above. Then execute taos in the terminal to start TDengine's CLI program taos, and execute the `show dnodes` command within it to view all dnode information in the current cluster.
```shell
taos> show dnodes;
id | endpoint | vnodes|support_vnodes|status| create_time | note |
===================================================================================
1| h1.tdengine.com:6030 | 0| 1024| ready| 2022-07-16 10:50:42.673 | |
```
You can see that the endpoint of the dnode node that has just started is `h1.tdengine.com:6030`. This address is the first Ep of the new cluster.
### 6. Adding dnode
Follow the steps mentioned earlier, start taosd on each physical node. Each dnode needs to configure the firstEp parameter in the taos.cfg file to the endpoint of the first node of the new cluster, which in this case is `h1.tdengine.com:6030`. On the machine where the first dnode is located, run taos in the terminal, open TDengine's CLI program taos, then log into the TDengine cluster, and execute the following SQL.
```shell
create dnode "h2.tdengine.com:6030"
```
Add the new dnode's endpoint to the cluster's endpoint list. You need to put `fqdn:port` in double quotes, otherwise, it will cause an error when running. Please note to replace the example h2.tdengine.com:6030 with the endpoint of this new dnode. Then execute the following SQL to see if the new node has successfully joined. If the dnode you want to join is currently offline, please refer to the "Common Issues" section later in this chapter for a solution.
```shell
show dnodes;
```
In the logs, please confirm that the fqdn and port of the output dnode are consistent with the endpoint you just tried to add. If they are not consistent, correct it to the correct endpoint. By following the steps above, you can continuously add new dnodes to the cluster one by one, thereby expanding the scale of the cluster and improving overall performance. Make sure to follow the correct process when adding new nodes, which helps maintain the stability and reliability of the cluster.
**Tips**
- Any dnode that has joined the cluster can serve as the firstEp for subsequent nodes to be added. The firstEp parameter only functions when that dnode first joins the cluster. After joining, the dnode will save the latest mnode's endpoint list, and subsequently, it no longer depends on this parameter. The firstEp parameter in the configuration file is mainly used for client connections, and if no parameters are set for TDengine's CLI, it will default to connecting to the node specified by firstEp.
- Two dnodes that have not configured the firstEp parameter will run independently after starting. At this time, it is not possible to join one dnode to another to form a cluster.
- TDengine does not allow merging two independent clusters into a new cluster.
### 7. Adding mnode
When creating a TDengine cluster, the first dnode automatically becomes the mnode of the cluster, responsible for managing and coordinating the cluster. To achieve high availability of mnode, subsequent dnodes need to manually create mnode. Please note that a cluster can create up to 3 mnodes, and only one mnode can be created on each dnode. When the number of dnodes in the cluster reaches or exceeds 3, you can create mnode for the existing cluster. In the first dnode, first log into TDengine through the CLI program taos, then execute the following SQL.
```shell
create mnode on dnode <dnodeId>
```
Please note to replace the dnodeId in the example above with the serial number of the newly created dnode (which can be obtained by executing the `show dnodes` command). Finally, execute the following `show mnodes` to see if the newly created mnode has successfully joined the cluster.
**Tips**
During the process of setting up a TDengine cluster, if a new node always shows as offline after executing the create dnode command to add a new node, please follow these steps for troubleshooting.
- Step 1, check whether the taosd service on the new node has started normally. You can confirm this by checking the log files or using the ps command.
- Step 2, if the taosd service has started, next check whether the new node's network connection is smooth and confirm whether the firewall has been turned off. Network issues or firewall settings may prevent the node from communicating with other nodes in the cluster.
- Step 3, use the taos -h fqdn command to try to connect to the new node, then execute the show dnodes command. This will display the running status of the new node as an independent cluster. If the displayed list is inconsistent with that shown on the main node, it indicates that the new node may have formed a single-node cluster on its own. To resolve this issue, follow these steps. First, stop the taosd service on the new node. Second, clear all files in the dataDir directory specified in the taos.cfg configuration file on the new node. This will delete all data and configuration information related to that node. Finally, restart the taosd service on the new node. This will reset the new node to its initial state, ready to rejoin the main cluster.
## Deploying taosAdapter
This section discusses how to deploy taosAdapter, which provides RESTful and WebSocket access capabilities for the TDengine cluster, thus playing a very important role in the cluster.
1. Installation
After the installation of TDengine Enterprise is complete, taosAdapter can be used. If you want to deploy taosAdapter on different servers, TDengine Enterprise needs to be installed on these servers.
2. Single Instance Deployment
Deploying a single instance of taosAdapter is very simple. For specific commands and configuration parameters, please refer to the taosAdapter section in the manual.
3. Multiple Instances Deployment
The main purposes of deploying multiple instances of taosAdapter are as follows:
- To increase the throughput of the cluster and prevent taosAdapter from becoming a system bottleneck.
- To enhance the robustness and high availability of the cluster, allowing requests entering the business system to be automatically routed to other instances when one instance fails.
When deploying multiple instances of taosAdapter, it is necessary to address load balancing issues to avoid overloading some nodes while others remain idle. During the deployment process, multiple single instances need to be deployed separately, and the deployment steps for each instance are exactly the same as those for deploying a single instance. The next critical part is configuring Nginx. Below is a verified best practice configuration; you only need to replace the endpoint with the correct address in the actual environment. For the meanings of each parameter, please refer to the official Nginx documentation.
```json
user root;
worker_processes auto;
error_log /var/log/nginx_error.log;
events {
use epoll;
worker_connections 1024;
}
http {
access_log off;
map $http_upgrade $connection_upgrade {
default upgrade;
'' close;
}
server {
listen 6041;
location ~* {
proxy_pass http://dbserver;
proxy_read_timeout 600s;
proxy_send_timeout 600s;
proxy_connect_timeout 600s;
proxy_next_upstream error http_502 non_idempotent;
proxy_http_version 1.1;
proxy_set_header Upgrade $http_upgrade;
proxy_set_header Connection $http_connection;
}
}
server {
listen 6043;
location ~* {
proxy_pass http://keeper;
proxy_read_timeout 60s;
proxy_next_upstream error http_502 http_500 non_idempotent;
}
}
server {
listen 6060;
location ~* {
proxy_pass http://explorer;
proxy_read_timeout 60s;
proxy_next_upstream error http_502 http_500 non_idempotent;
}
}
upstream dbserver {
least_conn;
server 172.16.214.201:6041 max_fails=0;
server 172.16.214.202:6041 max_fails=0;
server 172.16.214.203:6041 max_fails=0;
}
upstream keeper {
ip_hash;
server 172.16.214.201:6043 ;
server 172.16.214.202:6043 ;
server 172.16.214.203:6043 ;
}
upstream explorer{
ip_hash;
server 172.16.214.201:6060 ;
server 172.16.214.202:6060 ;
server 172.16.214.203:6060 ;
}
}
```
## Deploying taosKeeper
To use the monitoring capabilities of TDengine, taosKeeper is an essential component. For monitoring, please refer to [TDinsight](../../../tdengine-reference/components/tdinsight), and for details on deploying taosKeeper, please refer to the [taosKeeper Reference Manual](../../../tdengine-reference/components/taoskeeper).
## Deploying taosX
To utilize the data ingestion capabilities of TDengine, it is necessary to deploy the taosX service. For detailed explanations and deployment, please refer to the enterprise edition reference manual.
## Deploying taosX-Agent
For some data sources such as Pi, OPC, etc., due to network conditions and data source access restrictions, taosX cannot directly access the data sources. In such cases, a proxy service, taosX-Agent, needs to be deployed. For detailed explanations and deployment, please refer to the enterprise edition reference manual.
## Deploying taos-Explorer
TDengine provides the capability to visually manage TDengine clusters. To use the graphical interface, the taos-Explorer service needs to be deployed. For detailed explanations and deployment, please refer to the [taos-Explorer Reference Manual](../../../tdengine-reference/components/taosexplorer/)

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---
title: Docker Deployment
slug: /operations-and-maintenance/deploy-your-cluster/docker-deployment
---
You can deploy TDengine services in Docker containers and use environment variables in the docker run command line or docker-compose file to control the behavior of services in the container.
## Starting TDengine
The TDengine image is launched with HTTP service activated by default. Use the following command to create a containerized TDengine environment with HTTP service.
```shell
docker run -d --name tdengine \
-v ~/data/taos/dnode/data:/var/lib/taos \
-v ~/data/taos/dnode/log:/var/log/taos \
-p 6041:6041 tdengine/tdengine
```
Detailed parameter explanations are as follows:
- /var/lib/taos: Default data file directory for TDengine, can be modified through the configuration file.
- /var/log/taos: Default log file directory for TDengine, can be modified through the configuration file.
The above command starts a container named tdengine and maps the HTTP service's port 6041 to the host port 6041. The following command can verify if the HTTP service in the container is available.
```shell
curl -u root:taosdata -d "show databases" localhost:6041/rest/sql
```
Run the following command to access TDengine within the container.
```shell
$ docker exec -it tdengine taos
taos> show databases;
name |
=================================
information_schema |
performance_schema |
Query OK, 2 rows in database (0.033802s)
```
Within the container, TDengine CLI or various connectors (such as JDBC-JNI) connect to the server via the container's hostname. Accessing TDengine inside the container from outside is more complex, and using RESTful/WebSocket connection methods is the simplest approach.
## Starting TDengine in host network mode
Run the following command to start TDengine in host network mode, which allows using the host's FQDN to establish connections, rather than using the container's hostname.
```shell
docker run -d --name tdengine --network host tdengine/tdengine
```
This method is similar to starting TDengine on the host using the systemctl command. If the TDengine client is already installed on the host, you can directly use the following command to access the TDengine service.
```shell
$ taos
taos> show dnodes;
id | endpoint | vnodes | support_vnodes | status | create_time | note |
=================================================================================================================================================
1 | vm98:6030 | 0 | 32 | ready | 2022-08-19 14:50:05.337 | |
Query OK, 1 rows in database (0.010654s)
```
## Start TDengine with a specified hostname and port
Use the following command to establish a connection on a specified hostname using the TAOS_FQDN environment variable or the fqdn configuration item in taos.cfg. This method provides greater flexibility for deploying TDengine.
```shell
docker run -d \
--name tdengine \
-e TAOS_FQDN=tdengine \
-p 6030:6030 \
-p 6041-6049:6041-6049 \
-p 6041-6049:6041-6049/udp \
tdengine/tdengine
```
First, the above command starts a TDengine service in the container, listening on the hostname tdengine, and maps the container's port 6030 to the host's port 6030, and the container's port range [6041, 6049] to the host's port range [6041, 6049]. If the port range on the host is already in use, you can modify the command to specify a free port range on the host.
Secondly, ensure that the hostname tdengine is resolvable in /etc/hosts. Use the following command to save the correct configuration information to the hosts file.
```shell
echo 127.0.0.1 tdengine |sudo tee -a /etc/hosts
```
Finally, you can access the TDengine service using the TDengine CLI with tdengine as the server address, as follows.
```shell
taos -h tdengine -P 6030
```
If TAOS_FQDN is set to the same as the hostname of the host, the effect is the same as "starting TDengine in host network mode".

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@ -0,0 +1,812 @@
---
title: Kubernetes Deployment
slug: /operations-and-maintenance/deploy-your-cluster/kubernetes-deployment
---
You can use kubectl or Helm to deploy TDengine in Kubernetes.
Note that Helm is only supported in TDengine Enterprise. To deploy TDengine OSS in Kubernetes, use kubectl.
## Deploy TDengine with kubectl
As a time-series database designed for cloud-native architectures, TDengine inherently supports Kubernetes deployment. This section introduces how to step-by-step create a highly available TDengine cluster for production use using YAML files, with a focus on common operations of TDengine in a Kubernetes environment. This subsection requires readers to have a certain understanding of Kubernetes, be proficient in running common kubectl commands, and understand concepts such as statefulset, service, and pvc. Readers unfamiliar with these concepts can refer to the Kubernetes official website for learning.
To meet the requirements of high availability, the cluster needs to meet the following requirements:
- 3 or more dnodes: Multiple vnodes in the same vgroup of TDengine should not be distributed on the same dnode, so if creating a database with 3 replicas, the number of dnodes should be 3 or more.
- 3 mnodes: mnodes are responsible for managing the entire cluster, with TDengine defaulting to one mnode. If the dnode hosting this mnode goes offline, the entire cluster becomes unavailable.
- 3 replicas of the database: TDengine's replica configuration is at the database level, so 3 replicas can ensure that the cluster remains operational even if any one of the 3 dnodes goes offline. If 2 dnodes go offline, the cluster becomes unavailable because RAFT cannot complete the election. (Enterprise edition: In disaster recovery scenarios, if the data files of any node are damaged, recovery can be achieved by restarting the dnode.)
### Prerequisites
To deploy and manage a TDengine cluster using Kubernetes, the following preparations need to be made.
- This article applies to Kubernetes v1.19 and above.
- This article uses the kubectl tool for installation and deployment, please install the necessary software in advance.
- Kubernetes has been installed and deployed and can normally access or update necessary container repositories or other services.
### Configure Service
Create a Service configuration file: taosd-service.yaml, the service name metadata.name (here "taosd") will be used in the next step. First, add the ports used by TDengine, then set the determined labels app (here "tdengine") in the selector.
```yaml
---
apiVersion: v1
kind: Service
metadata:
name: "taosd"
labels:
app: "tdengine"
spec:
ports:
- name: tcp6030
protocol: "TCP"
port: 6030
- name: tcp6041
protocol: "TCP"
port: 6041
selector:
app: "tdengine"
```
### Stateful Services StatefulSet
According to Kubernetes' descriptions of various deployment types, we will use StatefulSet as the deployment resource type for TDengine. Create the file tdengine.yaml, where replicas define the number of cluster nodes as 3. The node timezone is set to China (Asia/Shanghai), and each node is allocated 5G of standard storage, which you can modify according to actual conditions.
Please pay special attention to the configuration of startupProbe. After a dnode's Pod goes offline for a period of time and then restarts, the newly online dnode will be temporarily unavailable. If the startupProbe configuration is too small, Kubernetes will consider the Pod to be in an abnormal state and attempt to restart the Pod. This dnode's Pod will frequently restart and never return to a normal state.
```yaml
---
apiVersion: apps/v1
kind: StatefulSet
metadata:
name: "tdengine"
labels:
app: "tdengine"
spec:
serviceName: "taosd"
replicas: 3
updateStrategy:
type: RollingUpdate
selector:
matchLabels:
app: "tdengine"
template:
metadata:
name: "tdengine"
labels:
app: "tdengine"
spec:
affinity:
podAntiAffinity:
preferredDuringSchedulingIgnoredDuringExecution:
- weight: 100
podAffinityTerm:
labelSelector:
matchExpressions:
- key: app
operator: In
values:
- tdengine
topologyKey: kubernetes.io/hostname
containers:
- name: "tdengine"
image: "tdengine/tdengine:3.2.3.0"
imagePullPolicy: "IfNotPresent"
ports:
- name: tcp6030
protocol: "TCP"
containerPort: 6030
- name: tcp6041
protocol: "TCP"
containerPort: 6041
env:
# POD_NAME for FQDN config
- name: POD_NAME
valueFrom:
fieldRef:
fieldPath: metadata.name
# SERVICE_NAME and NAMESPACE for fqdn resolve
- name: SERVICE_NAME
value: "taosd"
- name: STS_NAME
value: "tdengine"
- name: STS_NAMESPACE
valueFrom:
fieldRef:
fieldPath: metadata.namespace
# TZ for timezone settings, we recommend to always set it.
- name: TZ
value: "Asia/Shanghai"
# Environment variables with prefix TAOS_ will be parsed and converted into corresponding parameter in taos.cfg. For example, serverPort in taos.cfg should be configured by TAOS_SERVER_PORT when using K8S to deploy
- name: TAOS_SERVER_PORT
value: "6030"
# Must set if you want a cluster.
- name: TAOS_FIRST_EP
value: "$(STS_NAME)-0.$(SERVICE_NAME).$(STS_NAMESPACE).svc.cluster.local:$(TAOS_SERVER_PORT)"
# TAOS_FQND should always be set in k8s env.
- name: TAOS_FQDN
value: "$(POD_NAME).$(SERVICE_NAME).$(STS_NAMESPACE).svc.cluster.local"
volumeMounts:
- name: taosdata
mountPath: /var/lib/taos
startupProbe:
exec:
command:
- taos-check
failureThreshold: 360
periodSeconds: 10
readinessProbe:
exec:
command:
- taos-check
initialDelaySeconds: 5
timeoutSeconds: 5000
livenessProbe:
exec:
command:
- taos-check
initialDelaySeconds: 15
periodSeconds: 20
volumeClaimTemplates:
- metadata:
name: taosdata
spec:
accessModes:
- "ReadWriteOnce"
storageClassName: "standard"
resources:
requests:
storage: "5Gi"
```
### Deploying TDengine Cluster Using kubectl Command
First, create the corresponding namespace `dengine-test`, as well as the PVC, ensuring that there is enough remaining space with `storageClassName` set to `standard`. Then execute the following commands in sequence:
```shell
kubectl apply -f taosd-service.yaml -n tdengine-test
```
The above configuration will create a three-node TDengine cluster, with `dnode` automatically configured. You can use the `show dnodes` command to view the current cluster nodes:
```shell
kubectl exec -it tdengine-0 -n tdengine-test -- taos -s "show dnodes"
kubectl exec -it tdengine-1 -n tdengine-test -- taos -s "show dnodes"
kubectl exec -it tdengine-2 -n tdengine-test -- taos -s "show dnodes"
```
The output is as follows:
```shell
taos show dnodes
id | endpoint | vnodes | support_vnodes | status | create_time | reboot_time | note | active_code | c_active_code |
=============================================================================================================================================================================================================================================
1 | tdengine-0.ta... | 0 | 16 | ready | 2023-07-19 17:54:18.552 | 2023-07-19 17:54:18.469 | | | |
2 | tdengine-1.ta... | 0 | 16 | ready | 2023-07-19 17:54:37.828 | 2023-07-19 17:54:38.698 | | | |
3 | tdengine-2.ta... | 0 | 16 | ready | 2023-07-19 17:55:01.141 | 2023-07-19 17:55:02.039 | | | |
Query OK, 3 row(s) in set (0.001853s)
```
View the current mnode:
```shell
kubectl exec -it tdengine-1 -n tdengine-test -- taos -s "show mnodes\G"
taos> show mnodes\G
*************************** 1.row ***************************
id: 1
endpoint: tdengine-0.taosd.tdengine-test.svc.cluster.local:6030
role: leader
status: ready
create_time: 2023-07-19 17:54:18.559
reboot_time: 2023-07-19 17:54:19.520
Query OK, 1 row(s) in set (0.001282s)
```
Create mnode
```shell
kubectl exec -it tdengine-0 -n tdengine-test -- taos -s "create mnode on dnode 2"
kubectl exec -it tdengine-0 -n tdengine-test -- taos -s "create mnode on dnode 3"
```
View mnode
```shell
kubectl exec -it tdengine-1 -n tdengine-test -- taos -s "show mnodes\G"
taos> show mnodes\G
*************************** 1.row ***************************
id: 1
endpoint: tdengine-0.taosd.tdengine-test.svc.cluster.local:6030
role: leader
status: ready
create_time: 2023-07-19 17:54:18.559
reboot_time: 2023-07-20 09:19:36.060
*************************** 2.row ***************************
id: 2
endpoint: tdengine-1.taosd.tdengine-test.svc.cluster.local:6030
role: follower
status: ready
create_time: 2023-07-20 09:22:05.600
reboot_time: 2023-07-20 09:22:12.838
*************************** 3.row ***************************
id: 3
endpoint: tdengine-2.taosd.tdengine-test.svc.cluster.local:6030
role: follower
status: ready
create_time: 2023-07-20 09:22:20.042
reboot_time: 2023-07-20 09:22:23.271
Query OK, 3 row(s) in set (0.003108s)
```
### Port Forwarding
Using kubectl port forwarding feature allows applications to access the TDengine cluster running in the Kubernetes environment.
```shell
kubectl port-forward -n tdengine-test tdengine-0 6041:6041 &
```
Use the curl command to verify the TDengine REST API using port 6041.
```shell
curl -u root:taosdata -d "show databases" 127.0.0.1:6041/rest/sql
{"code":0,"column_meta":[["name","VARCHAR",64]],"data":[["information_schema"],["performance_schema"],["test"],["test1"]],"rows":4}
```
### Cluster Expansion
TDengine supports cluster expansion:
```shell
kubectl scale statefulsets tdengine -n tdengine-test --replicas=4
```
The command line argument `--replica=4` indicates that the TDengine cluster is to be expanded to 4 nodes. After execution, first check the status of the POD:
```shell
kubectl get pod -l app=tdengine -n tdengine-test -o wide
```
Output as follows:
```text
NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES
tdengine-0 1/1 Running 4 (6h26m ago) 6h53m 10.244.2.75 node86 <none> <none>
tdengine-1 1/1 Running 1 (6h39m ago) 6h53m 10.244.0.59 node84 <none> <none>
tdengine-2 1/1 Running 0 5h16m 10.244.1.224 node85 <none> <none>
tdengine-3 1/1 Running 0 3m24s 10.244.2.76 node86 <none> <none>
```
At this point, the Pod status is still Running. The dnode status in the TDengine cluster can be seen after the Pod status changes to ready:
```shell
kubectl exec -it tdengine-3 -n tdengine-test -- taos -s "show dnodes"
```
The dnode list of the four-node TDengine cluster after expansion:
```text
taos> show dnodes
id | endpoint | vnodes | support_vnodes | status | create_time | reboot_time | note | active_code | c_active_code |
=============================================================================================================================================================================================================================================
1 | tdengine-0.ta... | 10 | 16 | ready | 2023-07-19 17:54:18.552 | 2023-07-20 09:39:04.297 | | | |
2 | tdengine-1.ta... | 10 | 16 | ready | 2023-07-19 17:54:37.828 | 2023-07-20 09:28:24.240 | | | |
3 | tdengine-2.ta... | 10 | 16 | ready | 2023-07-19 17:55:01.141 | 2023-07-20 10:48:43.445 | | | |
4 | tdengine-3.ta... | 0 | 16 | ready | 2023-07-20 16:01:44.007 | 2023-07-20 16:01:44.889 | | | |
Query OK, 4 row(s) in set (0.003628s)
```
### Cleaning up the Cluster
**Warning**
When deleting PVCs, pay attention to the PV persistentVolumeReclaimPolicy. It is recommended to set it to Delete, so that when the PVC is deleted, the PV will be automatically cleaned up, along with the underlying CSI storage resources. If the policy to automatically clean up PVs when deleting PVCs is not configured, after deleting the PVCs, manually cleaning up the PVs may not release the corresponding CSI storage resources.
To completely remove the TDengine cluster, you need to clean up the statefulset, svc, pvc, and finally delete the namespace.
```shell
kubectl delete statefulset -l app=tdengine -n tdengine-test
kubectl delete svc -l app=tdengine -n tdengine-test
kubectl delete pvc -l app=tdengine -n tdengine-test
kubectl delete namespace tdengine-test
```
### Cluster Disaster Recovery Capabilities
For high availability and reliability of TDengine in a Kubernetes environment, in terms of hardware damage and disaster recovery, it is discussed on two levels:
- The disaster recovery capabilities of the underlying distributed block storage, which includes multiple replicas of block storage. Popular distributed block storage like Ceph has multi-replica capabilities, extending storage replicas to different racks, cabinets, rooms, and data centers (or directly using block storage services provided by public cloud vendors).
- TDengine's disaster recovery, in TDengine Enterprise, inherently supports the recovery of a dnode's work by launching a new blank dnode when an existing dnode permanently goes offline (due to physical disk damage and data loss).
## Deploy TDengine with Helm
Helm is the package manager for Kubernetes.
The previous section on deploying the TDengine cluster with Kubernetes was simple enough, but Helm can provide even more powerful capabilities.
### Installing Helm
```shell
curl -fsSL -o get_helm.sh \
https://raw.githubusercontent.com/helm/helm/master/scripts/get-helm-3
chmod +x get_helm.sh
./get_helm.sh
```
Helm operates Kubernetes using kubectl and kubeconfig configurations, which can be set up following the Rancher installation configuration for Kubernetes.
### Installing TDengine Chart
The TDengine Chart has not yet been released to the Helm repository, it can currently be downloaded directly from GitHub:
```shell
wget https://github.com/taosdata/TDengine-Operator/raw/3.0/helm/tdengine-enterpise-3.5.0.tgz
```
Note that it's for the enterprise edition, and the community edition is not yet available.
Follow the steps below to install the TDengine Chart:
```shell
# Edit the values.yaml file to set the topology of the cluster
vim values.yaml
helm install tdengine tdengine-enterprise-3.5.0.tgz -f values.yaml
```
#### Case 1: Simple 1-node Deployment
The following is a simple example of deploying a single-node TDengine cluster using Helm.
```yaml
# This example is a simple deployment with one server replica.
name: "tdengine"
image:
repository: image.cloud.taosdata.com/ # Leave a trailing slash for the repository, or "" for no repository
server: taosx/integrated:3.3.5.1-b0a54bdd
# Set timezone here, not in taoscfg
timezone: "Asia/Shanghai"
labels:
app: "tdengine"
# Add more labels as needed.
services:
server:
type: ClusterIP
replica: 1
ports:
# TCP range required
tcp: [6041, 6030, 6060]
# UDP range, optional
udp:
volumes:
- name: data
mountPath: /var/lib/taos
spec:
storageClassName: "local-path"
accessModes: [ "ReadWriteOnce" ]
resources:
requests:
storage: "10Gi"
- name: log
mountPath: /var/log/taos/
spec:
storageClassName: "local-path"
accessModes: [ "ReadWriteOnce" ]
resources:
requests:
storage: "10Gi"
files:
- name: cfg # must be lower case.
mountPath: /etc/taos/taos.cfg
content: |
dataDir /var/lib/taos/
logDir /var/log/taos/
```
Let's explain the above configuration:
- name: The name of the deployment, here it is "tdengine".
- image:
- repository: The image repository address, remember to leave a trailing slash for the repository, or set it to an empty string to use docker.io.
- server: The specific name and tag of the server image. You need to ask your business partner for the TDengine Enterprise image.
- timezone: Set the timezone, here it is "Asia/Shanghai".
- labels: Add labels to the deployment, here is an app label with the value "tdengine", more labels can be added as needed.
- services:
- server: Configure the server service.
- type: The service type, here it is **ClusterIP**.
- replica: The number of replicas, here it is 1.
- ports: Configure the ports of the service.
- tcp: The required TCP port range, here it is [6041, 6030, 6060].
- udp: The optional UDP port range, which is not configured here.
- volumes: Configure the volumes.
- name: The name of the volume, here there are two volumes, data and log.
- mountPath: The mount path of the volume.
- spec: The specification of the volume.
- storageClassName: The storage class name, here it is **local-path**.
- accessModes: The access mode, here it is **ReadWriteOnce**.
- resources.requests.storage: The requested storage size, here it is **10Gi**.
- files: Configure the files to mount in TDengine server.
- name: The name of the file, here it is **cfg**.
- mountPath: The mount path of the file, which is **taos.cfg**.
- content: The content of the file, here the **dataDir** and **logDir** are configured.
After configuring the values.yaml file, use the following command to install the TDengine Chart:
```shell
helm install simple tdengine-enterprise-3.5.0.tgz -f values.yaml
```
After installation, you can see the instructions to see the status of the TDengine cluster:
```shell
NAME: simple
LAST DEPLOYED: Sun Feb 9 13:40:00 2025 default
STATUS: deployed
REVISION: 1
TEST SUITE: None
NOTES:
1. Get first POD name:
export POD_NAME=$(kubectl get pods --namespace default \
-l "app.kubernetes.io/name=tdengine,app.kubernetes.io/instance=simple" -o jsonpath="{.items[0].metadata.name}")
2. Show dnodes/mnodes:
kubectl --namespace default exec $POD_NAME -- taos -s "show dnodes; show mnodes"
3. Run into taos shell:
kubectl --namespace default exec -it $POD_NAME -- taos
```
Follow the instructions to check the status of the TDengine cluster:
```shell
root@u1-58:/data1/projects/helm# kubectl --namespace default exec $POD_NAME -- taos -s "show dnodes; show mnodes"
Welcome to the TDengine Command Line Interface, Client Version:3.3.5.1
Copyright (c) 2023 by TDengine, all rights reserved.
taos> show dnodes; show mnodes
id | endpoint | vnodes | support_vnodes | status | create_time | reboot_time | note | machine_id |
==========================================================================================================================================================================================================
1 | simple-tdengine-0.simple-td... | 0 | 85 | ready | 2025-02-07 21:17:34.903 | 2025-02-08 15:52:34.781 | | BWhWyPiEBrWZrQCSqTSc2a/H |
Query OK, 1 row(s) in set (0.005133s)
id | endpoint | role | status | create_time | role_time |
==================================================================================================================================
1 | simple-tdengine-0.simple-td... | leader | ready | 2025-02-07 21:17:34.906 | 2025-02-08 15:52:34.878 |
Query OK, 1 row(s) in set (0.004299s)
```
To clean up the TDengine cluster, use the following command:
```shell
helm uninstall simple
kubectl delete pvc -l app.kubernetes.io/instance=simple
```
#### Case 2: Tiered-Storage Deployment
The following is an example of deploying a TDengine cluster with tiered storage using Helm.
```yaml
# This is an example of a 3-tiered storage deployment with one server replica.
name: "tdengine"
image:
repository: image.cloud.taosdata.com/ # Leave a trailing slash for the repository, or "" for no repository
server: taosx/integrated:3.3.5.1-b0a54bdd
# Set timezone here, not in taoscfg
timezone: "Asia/Shanghai"
labels:
# Add more labels as needed.
services:
server:
type: ClusterIP
replica: 1
ports:
# TCP range required
tcp: [6041, 6030, 6060]
# UDP range, optional
udp:
volumes:
- name: tier0
mountPath: /data/taos0/
spec:
storageClassName: "local-path"
accessModes: [ "ReadWriteOnce" ]
resources:
requests:
storage: "10Gi"
- name: tier1
mountPath: /data/taos1/
spec:
storageClassName: "local-path"
accessModes: [ "ReadWriteOnce" ]
resources:
requests:
storage: "10Gi"
- name: tier2
mountPath: /data/taos2/
spec:
storageClassName: "local-path"
accessModes: [ "ReadWriteOnce" ]
resources:
requests:
storage: "10Gi"
- name: log
mountPath: /var/log/taos/
spec:
storageClassName: "local-path"
accessModes: [ "ReadWriteOnce" ]
resources:
requests:
storage: "10Gi"
environment:
TAOS_DEBUG_FLAG: "131"
files:
- name: cfg # must be lower case.
mountPath: /etc/taos/taos.cfg
content: |
dataDir /data/taos0/ 0 1
dataDir /data/taos1/ 1 0
dataDir /data/taos2/ 2 0
```
You can see that the configuration is similar to the previous one, with the addition of the tiered storage configuration. The dataDir configuration in the taos.cfg file is also modified to support tiered storage.
After configuring the values.yaml file, use the following command to install the TDengine Chart:
```shell
helm install tiered tdengine-enterprise-3.5.0.tgz -f values.yaml
```
#### Case 3: 2-replica Deployment
TDengine support 2-replica deployment with an arbitrator, which can be configured as follows:
```yaml
# This example shows how to deploy a 2-replica TDengine cluster with an arbitrator.
name: "tdengine"
image:
repository: image.cloud.taosdata.com/ # Leave a trailing slash for the repository, or "" for no repository
server: taosx/integrated:3.3.5.1-b0a54bdd
# Set timezone here, not in taoscfg
timezone: "Asia/Shanghai"
labels:
my-app: "tdengine"
# Add more labels as needed.
services:
arbitrator:
type: ClusterIP
volumes:
- name: arb-data
mountPath: /var/lib/taos
spec:
storageClassName: "local-path"
accessModes: [ "ReadWriteOnce" ]
resources:
requests:
storage: "10Gi"
- name: arb-log
mountPath: /var/log/taos/
spec:
storageClassName: "local-path"
accessModes: [ "ReadWriteOnce" ]
resources:
requests:
storage: "10Gi"
server:
type: ClusterIP
replica: 2
ports:
# TCP range required
tcp: [6041, 6030, 6060]
# UDP range, optional
udp:
volumes:
- name: data
mountPath: /var/lib/taos
spec:
storageClassName: "local-path"
accessModes: [ "ReadWriteOnce" ]
resources:
requests:
storage: "10Gi"
- name: log
mountPath: /var/log/taos/
spec:
storageClassName: "local-path"
accessModes: [ "ReadWriteOnce" ]
resources:
requests:
storage: "10Gi"
```
You can see that the configuration is similar to the first one, with the addition of the arbitrator configuration. The arbitrator service is configured with the same storage as the server service, and the server service is configured with 2 replicas (the arbitrator should be 1 replica and not able to be changed).
#### Case 4: 3-replica Deployment with Single taosX
```yaml
# This example shows how to deploy a 3-replica TDengine cluster with separate taosx/explorer service.
# Users should know that the explorer/taosx service is not cluster-ready, so it is recommended to deploy it separately.
name: "tdengine"
image:
repository: image.cloud.taosdata.com/ # Leave a trailing slash for the repository, or "" for no repository
server: taosx/integrated:3.3.5.1-b0a54bdd
# Set timezone here, not in taoscfg
timezone: "Asia/Shanghai"
labels:
# Add more labels as needed.
services:
server:
type: ClusterIP
replica: 3
ports:
# TCP range required
tcp: [6041, 6030]
# UDP range, optional
udp:
volumes:
- name: data
mountPath: /var/lib/taos
spec:
storageClassName: "local-path"
accessModes: ["ReadWriteOnce"]
resources:
requests:
storage: "10Gi"
- name: log
mountPath: /var/log/taos/
spec:
storageClassName: "local-path"
accessModes: ["ReadWriteOnce"]
resources:
requests:
storage: "10Gi"
environment:
ENABLE_TAOSX: "0" # Disable taosx in server replicas.
taosx:
type: ClusterIP
volumes:
- name: taosx-data
mountPath: /var/lib/taos
spec:
storageClassName: "local-path"
accessModes: ["ReadWriteOnce"]
resources:
requests:
storage: "10Gi"
- name: taosx-log
mountPath: /var/log/taos/
spec:
storageClassName: "local-path"
accessModes: ["ReadWriteOnce"]
resources:
requests:
storage: "10Gi"
files:
- name: taosx
mountPath: /etc/taos/taosx.toml
content: |-
# TAOSX configuration in TOML format.
[monitor]
# FQDN of taosKeeper service, no default value
fqdn = "localhost"
# How often to send metrics to taosKeeper, default every 10 seconds. Only value from 1 to 10 is valid.
interval = 10
# log configuration
[log]
# All log files are stored in this directory
#
#path = "/var/log/taos" # on linux/macOS
# log filter level
#
#level = "info"
# Compress archived log files or not
#
#compress = false
# The number of log files retained by the current explorer server instance in the `path` directory
#
#rotationCount = 30
# Rotate when the log file reaches this size
#
#rotationSize = "1GB"
# Log downgrade when the remaining disk space reaches this size, only logging `ERROR` level logs
#
#reservedDiskSize = "1GB"
# The number of days log files are retained
#
#keepDays = 30
# Watching the configuration file for log.loggers changes, default to true.
#
#watching = true
# Customize the log output level of modules, and changes will be applied after modifying the file when log.watching is enabled
#
# ## Examples:
#
# crate = "error"
# crate::mod1::mod2 = "info"
# crate::span[field=value] = "warn"
#
[log.loggers]
#"actix_server::accept" = "warn"
#"taos::query" = "warn"
```
You can see that the configuration is similar to the first one, with the addition of the taosx configuration. The taosx service is configured with similar storage configuration as the server service, and the server service is configured with 3 replicas. Since the taosx service is not cluster-ready, it is recommended to deploy it separately.
After configuring the values.yaml file, use the following command to install the TDengine Chart:
```shell
helm install replica3 tdengine-enterprise-3.5.0.tgz -f values.yaml
```
You can use the following command to expose the explorer service to the outside world with ingress:
```shell
tee replica3-ingress.yaml <<EOF
# This is a helm chart example for deploying 3 replicas of TDengine Explorer
apiVersion: networking.k8s.io/v1
kind: Ingress
metadata:
name: replica3-ingress
namespace: default
spec:
rules:
- host: replica3.local.tdengine.com
http:
paths:
- path: /
pathType: Prefix
backend:
service:
name: replica3-tdengine-taosx
port:
number: 6060
EOF
kubectl apply -f replica3-ingress.yaml
```
Use `kubectl get ingress` to view the ingress service.
```shell
root@server:/data1/projects/helm# kubectl get ingress
NAME CLASS HOSTS ADDRESS PORTS AGE
replica3-ingress nginx replica3.local.tdengine.com 192.168.1.58 80 48m
```
You can configure the domain name resolution to point to the ingress service's external IP address. For example, add the following line to the hosts file:
```conf
192.168.1.58 replica3.local.tdengine.com
```
Now you can access the explorer service through the domain name `replica3.local.tdengine.com`.
```shell
curl http://replica3.local.tdengine.com
```

11
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View File

@ -0,0 +1,11 @@
---
title: Deploying Your Cluster
slug: /operations-and-maintenance/deploy-your-cluster
---
import DocCardList from '@theme/DocCardList';
import {useCurrentSidebarCategory} from '@docusaurus/theme-common';
You can deploy a TDengine cluster manually, by using Docker, or by using Kubernetes. For Kubernetes deployments, you can use kubectl or Helm.
<DocCardList items={useCurrentSidebarCategory().items}/>

6
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View File

@ -10,11 +10,7 @@ slug: /tdengine-reference/tools/taosdump
## Installation
Taosdump provides two installation methods:
- Taosdump is the default installation component in the TDengine installation package, which can be used after installing TDengine. For how to install TDengine, please refer to [TDengine Installation](../../../get-started/)
- Compile and install taos tools separately, refer to [taos tools](https://github.com/taosdata/taos-tools) .
taosdump is the default installation component in the TDengine installation package, which can be used after installing TDengine. For how to install TDengine, please refer to [TDengine Installation](../../../get-started/)
## Common Use Cases

12
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View File

@ -8,11 +8,7 @@ TaosBenchmark is a performance benchmarking tool for TDengine products, providin
## Installation
taosBenchmark provides two installation methods:
- taosBenchmark is the default installation component in the TDengine installation package, which can be used after installing TDengine. For how to install TDengine, please refer to [TDengine Installation](../../../get started/)
- Compile and install taos tools separately, refer to [taos tools](https://github.com/taosdata/taos-tools) .
taosBenchmark is the default installation component in the TDengine installation package, which can be used after installing TDengine. For how to install TDengine, please refer to [TDengine Installation](../../../get started/)
## Operation
@ -63,7 +59,7 @@ taosBenchmark -f <json file>
<summary>insert.json</summary>
```json
{{#include /taos-tools/example/insert.json}}
{{#include /TDengine/tools/taos-tools/example/insert.json}}
```
</details>
@ -74,7 +70,7 @@ taosBenchmark -f <json file>
<summary>query.json</summary>
```json
{{#include /taos-tools/example/query.json}}
{{#include /TDengine/tools/taos-tools/example/query.json}}
```
</details>
@ -85,7 +81,7 @@ taosBenchmark -f <json file>
<summary>tmq.json</summary>
```json
{{#include /taos-tools/example/tmq.json}}
{{#include /TDengine/tools/taos-tools/example/tmq.json}}
```
</details>

6
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View File

@ -11,7 +11,7 @@ import imgStream from './assets/stream-processing-01.png';
```sql
CREATE STREAM [IF NOT EXISTS] stream_name [stream_options] INTO stb_name[(field1_name, field2_name [PRIMARY KEY], ...)] [TAGS (create_definition [, create_definition] ...)] SUBTABLE(expression) AS subquery
stream_options: {
TRIGGER [AT_ONCE | WINDOW_CLOSE | MAX_DELAY time]
TRIGGER [AT_ONCE | WINDOW_CLOSE | MAX_DELAY time | FORCE_WINDOW_CLOSE]
WATERMARK time
IGNORE EXPIRED [0|1]
DELETE_MARK time
@ -58,6 +58,10 @@ window_clause: {
Where SESSION is a session window, tol_val is the maximum range of the time interval. All data within the tol_val time interval belong to the same window. If the time between two consecutive data points exceeds tol_val, the next window automatically starts. The window's_wend equals the last data point's time plus tol_val.
STATE_WINDOW is a state window. The col is used to identify the state value. Values with the same state value belong to the same state window. When the value of col changes, the current window ends and the next window is automatically opened.
INTERVAL is a time window, which can be further divided into sliding time windows and tumbling time windows.The INTERVAL clause is used to specify the equal time period of the window, and the SLIDING clause is used to specify the time by which the window slides forward. When the value of interval_val is equal to the value of sliding_val, the time window is a tumbling time window; otherwise, it is a sliding time window. Note: The value of sliding_val must be less than or equal to the value of interval_val.
EVENT_WINDOW is an event window, defined by start and end conditions. The window starts when the start_trigger_condition is met and closes when the end_trigger_condition is met. start_trigger_condition and end_trigger_condition can be any condition expression supported by TDengine and can include different columns.
COUNT_WINDOW is a count window, dividing the window by a fixed number of data rows. count_val is a constant, a positive integer, must be at least 2 and less than 2147483648. count_val represents the maximum number of data rows each COUNT_WINDOW contains. If the total number of data rows is not divisible by count_val, the last window will have fewer rows than count_val. sliding_val is a constant, representing the number of rows the window slides, similar to the SLIDING in INTERVAL.

12
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View File

@ -23,7 +23,7 @@ CREATE STREAM [IF NOT EXISTS] stream_name [stream_options] INTO stb_name
SUBTABLE(expression) AS subquery
stream_options: {
TRIGGER [AT_ONCE | WINDOW_CLOSE | MAX_DELAY time]
TRIGGER [AT_ONCE | WINDOW_CLOSE | MAX_DELAY time | FORCE_WINDOW_CLOSE]
WATERMARK time
IGNORE EXPIRED [0|1]
DELETE_MARK time
@ -52,13 +52,17 @@ window_cluse: {
}
```
subquery 支持会话窗口、状态窗口与滑动窗口。其中，会话窗口与状态窗口搭配超级表时必须与 partition by tbname 一起使用。
subquery 支持会话窗口、状态窗口、时间窗口、事件窗口与计数窗口。其中，状态窗口、事件窗口与计数窗口搭配超级表时必须与 partition by tbname 一起使用。
1. 其中，SESSION 是会话窗口，tol_val 是时间间隔的最大范围。在 tol_val 时间间隔范围内的数据都属于同一个窗口，如果连续的两条数据的时间间隔超过 tol_val，则自动开启下一个窗口。
2. EVENT_WINDOW 是事件窗口，根据开始条件和结束条件来划定窗口。当 start_trigger_condition 满足时则窗口开始，直到 end_trigger_condition 满足时窗口关闭。 start_trigger_condition 和 end_trigger_condition 可以是任意 TDengine 支持的条件表达式，且可以包含不同的列。
2. STATE_WINDOW 是状态窗口，col 用来标识状态量，相同的状态量数值则归属于同一个状态窗口，col 数值改变后则当前窗口结束，自动开启下一个窗口。
3. COUNT_WINDOW 是计数窗口，按固定的数据行数来划分窗口。 count_val 是常量，是正整数，必须大于等于 2，小于 2147483648。 count_val 表示每个 COUNT_WINDOW 包含的最大数据行数，总数据行数不能整除 count_val 时，最后一个窗口的行数会小于 count_val 。 sliding_val 是常量，表示窗口滑动的数量，类似于 INTERVAL 的 SLIDING 。
3. INTERVAL 是时间窗口，又可分为滑动时间窗口和翻转时间窗口。INTERVAL 子句用于指定窗口相等时间周期，SLIDING 字句用于指定窗口向前滑动的时间。当 interval_val 与 sliding_val 相等的时候，时间窗口即为翻转时间窗口，否则为滑动时间窗口，注意：sliding_val 必须小于等于 interval_val。
4. EVENT_WINDOW 是事件窗口，根据开始条件和结束条件来划定窗口。当 start_trigger_condition 满足时则窗口开始，直到 end_trigger_condition 满足时窗口关闭。 start_trigger_condition 和 end_trigger_condition 可以是任意 TDengine 支持的条件表达式，且可以包含不同的列。
5. COUNT_WINDOW 是计数窗口，按固定的数据行数来划分窗口。 count_val 是常量，是正整数，必须大于等于 2，小于 2147483648。 count_val 表示每个 COUNT_WINDOW 包含的最大数据行数，总数据行数不能整除 count_val 时，最后一个窗口的行数会小于 count_val 。 sliding_val 是常量，表示窗口滑动的数量，类似于 INTERVAL 的 SLIDING 。
窗口的定义与时序数据窗口查询中的定义完全相同，具体可参考 TDengine 窗口函数部分。

6
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View File

@ -9,11 +9,7 @@ taosdump 是为开源用户提供的 TDengine 数据备份/恢复工具，备份
## 安装
taosdump 提供两种安装方式:
- taosdump 是 TDengine 安装包中默认安装组件，安装 TDengine 后即可使用，可参考[TDengine 安装](../../../get-started/)
- 单独编译 taos-tools 并安装, 参考 [taos-tools](https://github.com/taosdata/taos-tools) 仓库。
taosdump 是 TDengine 安装包中默认安装组件，安装 TDengine 后即可使用，可参考 [TDengine 安装](../../../get-started/)
## 常用使用场景

14
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View File

@ -8,11 +8,7 @@ taosBenchmark 是 TDengine 产品性能基准测试工具，提供对 TDengine
## 安装
taosBenchmark 提供两种安装方式:
- taosBenchmark 是 TDengine 安装包中默认安装组件，安装 TDengine 后即可使用，参考 [TDengine 安装](../../../get-started/)
- 单独编译 taos-tools 并安装, 参考 [taos-tools](https://github.com/taosdata/taos-tools) 仓库。
taosBenchmark 是 TDengine 安装包中默认安装组件，安装 TDengine 后即可使用，参考 [TDengine 安装](../../../get-started/)
## 运行
@ -62,7 +58,7 @@ taosBenchmark -f <json file>
<summary>insert.json</summary>
```json
{{#include /taos-tools/example/insert.json}}
{{#include /TDengine/tools/taos-tools/example/insert.json}}
```
</details>
@ -73,7 +69,7 @@ taosBenchmark -f <json file>
<summary>query.json</summary>
```json
{{#include /taos-tools/example/query.json}}
{{#include /TDengine/tools/taos-tools/example/query.json}}
```
</details>
@ -84,12 +80,12 @@ taosBenchmark -f <json file>
<summary>tmq.json</summary>
```json
{{#include /taos-tools/example/tmq.json}}
{{#include /TDengine/tools/taos-tools/example/tmq.json}}
```
</details>
查看更多 json 配置文件示例可 [点击这里](https://github.com/taosdata/taos-tools/tree/main/example)
查看更多 json 配置文件示例可 [点击这里](https://github.com/taosdata/TDengine/tree/main/tools/taos-tools/example)
## 命令行参数详解
| 命令行参数 | 功能说明 |

2
docs/zh/14-reference/03-taos-sql/03-table.md
View File

@ -44,7 +44,7 @@ table_option: {
1. 表（列）名命名规则参见[名称命名规则](./19-limit.md#名称命名规则)。
2. 表名最大长度为 192。
3. 表的第一个字段必须是 TIMESTAMP，并且系统自动将其设为主键。
4. 除时间戳主键列之外，还可以通过 PRIMARY KEY 关键字指定第二列为额外的主键列。被指定为主键列的第二列必须为整型或字符串类型（VARCHAR）。
4. 除时间戳主键列之外，还可以通过 PRIMARY KEY 关键字指定第二列为额外的主键列，该列与时间戳列共同组成复合主键。当设置了复合主键时，两条记录的时间戳列与 PRIMARY KEY 列都相同，才会被认为是重复记录，数据库只保留最新的一条；否则视为两条记录，全部保留。注意：被指定为主键列的第二列必须为整型或字符串类型（VARCHAR）。
5. 表的每行长度不能超过 48KB（从 3.0.5.0 版本开始为 64KB）;（注意：每个 VARCHAR/NCHAR/GEOMETRY 类型的列还会额外占用 2 个字节的存储位置）。
6. 使用数据类型 VARCHAR/NCHAR/GEOMETRY，需指定其最长的字节数，如 VARCHAR(20)，表示 20 字节。
7. 关于 `ENCODE` 和 `COMPRESS` 的使用，请参考[按列压缩](../compress)

2
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View File

@ -26,7 +26,7 @@ table_option: {
**使用说明**
1. 超级表中列的最大个数为 4096，需要注意，这里的 4096 是包含 TAG 列在内的，最小个数为 3，包含一个时间戳主键、一个 TAG 列和一个数据列。
2. 除时间戳主键列之外，还可以通过 PRIMARY KEY 关键字指定第二列为额外的主键列。被指定为主键列的第二列必须为整型或字符串类型（varchar）
2. 除时间戳主键列之外，还可以通过 PRIMARY KEY 关键字指定第二列为额外的主键列，该列与时间戳列共同组成复合主键。当设置了复合主键时，两条记录的时间戳列与 PRIMARY KEY 列都相同，才会被认为是重复记录，数据库只保留最新的一条；否则视为两条记录，全部保留。注意：被指定为主键列的第二列必须为整型或字符串类型（varchar）。
3. TAGS语法指定超级表的标签列，标签列需要遵循以下约定：
- TAGS 中的 TIMESTAMP 列写入数据时需要提供给定值，而暂不支持四则运算，例如 NOW + 10s 这类表达式。
- TAGS 列名不能与其他列名相同。

6
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View File

@ -10,7 +10,7 @@ description: 流式计算的相关 SQL 的详细语法
```sql
CREATE STREAM [IF NOT EXISTS] stream_name [stream_options] INTO stb_name[(field1_name, field2_name [PRIMARY KEY], ...)] [TAGS (create_definition [, create_definition] ...)] SUBTABLE(expression) AS subquery
stream_options: {
TRIGGER [AT_ONCE | WINDOW_CLOSE | MAX_DELAY time]
TRIGGER [AT_ONCE | WINDOW_CLOSE | MAX_DELAY time | FORCE_WINDOW_CLOSE]
WATERMARK time
IGNORE EXPIRED [0|1]
DELETE_MARK time
@ -56,6 +56,10 @@ window_clause: {
其中，SESSION 是会话窗口，tol_val 是时间间隔的最大范围。在 tol_val 时间间隔范围内的数据都属于同一个窗口，如果连续的两条数据的时间超过 tol_val，则自动开启下一个窗口。该窗口的 _wend 等于最后一条数据的时间加上 tol_val。
STATE_WINDOW 是状态窗口，col 用来标识状态量，相同的状态量数值则归属于同一个状态窗口，col 数值改变后则当前窗口结束，自动开启下一个窗口。
INTERVAL 是时间窗口，又可分为滑动时间窗口和翻转时间窗口。INTERVAL 子句用于指定窗口相等时间周期，SLIDING 字句用于指定窗口向前滑动的时间。当 interval_val 与 sliding_val 相等的时候，时间窗口即为翻转时间窗口，否则为滑动时间窗口，注意：sliding_val 必须小于等于 interval_val。
EVENT_WINDOW 是事件窗口，根据开始条件和结束条件来划定窗口。当 start_trigger_condition 满足时则窗口开始，直到 end_trigger_condition 满足时窗口关闭。 start_trigger_condition 和 end_trigger_condition 可以是任意 TDengine 支持的条件表达式，且可以包含不同的列。
COUNT_WINDOW 是计数窗口,按固定的数据行数来划分窗口。 count_val 是常量，是正整数，必须大于等于2，小于2147483648。 count_val 表示每个 COUNT_WINDOW 包含的最大数据行数，总数据行数不能整除 count_val 时，最后一个窗口的行数会小于 count_val 。 sliding_val 是常量，表示窗口滑动的数量，类似于 INTERVAL 的 SLIDING 。

1
include/common/tglobal.h
View File

@ -326,7 +326,6 @@ int32_t tDeserializeSConfigArray(SDecoder *pDecoder, SArray *array);
int32_t setAllConfigs(SConfig *pCfg);
void printConfigNotMatch(SArray *array);
int32_t compareSConfigItemArrays(SArray *mArray, const SArray *dArray, SArray *diffArray);
bool isConifgItemLazyMode(SConfigItem *item);
int32_t taosUpdateTfsItemDisable(SConfig *pCfg, const char *value, void *pTfs);

1
include/os/osTimezone.h
View File

@ -35,6 +35,7 @@ time_t mktime_z(timezone_t, struct tm *);
timezone_t tzalloc(char const *);
void tzfree(timezone_t);
void getTimezoneStr(char *tz);
void truncateTimezoneString(char *tz);
#endif

65
source/common/src/tglobal.c
View File

@ -713,11 +713,11 @@ static int32_t taosAddClientCfg(SConfig *pCfg) {
tsNumOfRpcThreads = tsNumOfCores / 2;
tsNumOfRpcThreads = TRANGE(tsNumOfRpcThreads, 2, TSDB_MAX_RPC_THREADS);
TAOS_CHECK_RETURN(cfgAddInt32(pCfg, "numOfRpcThreads", tsNumOfRpcThreads, 1, 1024, CFG_SCOPE_BOTH, CFG_DYN_BOTH_LAZY,
CFG_CATEGORY_GLOBAL));
CFG_CATEGORY_LOCAL));
tsNumOfRpcSessions = TRANGE(tsNumOfRpcSessions, 100, 100000);
TAOS_CHECK_RETURN(cfgAddInt32(pCfg, "numOfRpcSessions", tsNumOfRpcSessions, 1, 100000, CFG_SCOPE_BOTH,
CFG_DYN_BOTH_LAZY, CFG_CATEGORY_GLOBAL));
CFG_DYN_BOTH_LAZY, CFG_CATEGORY_LOCAL));
tsShareConnLimit = TRANGE(tsShareConnLimit, 1, 512);
TAOS_CHECK_RETURN(cfgAddInt32(pCfg, "shareConnLimit", tsShareConnLimit, 1, 512, CFG_SCOPE_BOTH, CFG_DYN_BOTH_LAZY,
@ -734,7 +734,7 @@ static int32_t taosAddClientCfg(SConfig *pCfg) {
tsNumOfTaskQueueThreads = TMAX(tsNumOfTaskQueueThreads, 16);
TAOS_CHECK_RETURN(cfgAddInt32(pCfg, "numOfTaskQueueThreads", tsNumOfTaskQueueThreads, 4, 1024, CFG_SCOPE_CLIENT,
CFG_DYN_CLIENT_LAZY, CFG_CATEGORY_GLOBAL));
CFG_DYN_CLIENT_LAZY, CFG_CATEGORY_LOCAL));
TAOS_CHECK_RETURN(
cfgAddBool(pCfg, "experimental", tsExperimental, CFG_SCOPE_BOTH, CFG_DYN_BOTH_LAZY, CFG_CATEGORY_GLOBAL));
TAOS_CHECK_RETURN(cfgAddBool(pCfg, "multiResultFunctionStarReturnTags", tsMultiResultFunctionStarReturnTags,
@ -864,12 +864,12 @@ static int32_t taosAddServerCfg(SConfig *pCfg) {
TAOS_CHECK_RETURN(cfgAddInt32(pCfg, "numOfSnodeSharedThreads", tsNumOfSnodeStreamThreads, 2, 1024, CFG_SCOPE_SERVER, CFG_DYN_SERVER_LAZY,CFG_CATEGORY_LOCAL));
TAOS_CHECK_RETURN(cfgAddInt32(pCfg, "numOfSnodeUniqueThreads", tsNumOfSnodeWriteThreads, 2, 1024, CFG_SCOPE_SERVER, CFG_DYN_SERVER_LAZY,CFG_CATEGORY_LOCAL));
TAOS_CHECK_RETURN(cfgAddInt64(pCfg, "rpcQueueMemoryAllowed", tsQueueMemoryAllowed, TSDB_MAX_MSG_SIZE * RPC_MEMORY_USAGE_RATIO * 10L, INT64_MAX, CFG_SCOPE_SERVER, CFG_DYN_SERVER,CFG_CATEGORY_GLOBAL));
TAOS_CHECK_RETURN(cfgAddInt64(pCfg, "rpcQueueMemoryAllowed", tsQueueMemoryAllowed, TSDB_MAX_MSG_SIZE * RPC_MEMORY_USAGE_RATIO * 10L, INT64_MAX, CFG_SCOPE_SERVER, CFG_DYN_SERVER,CFG_CATEGORY_LOCAL));
TAOS_CHECK_RETURN(cfgAddInt32(pCfg, "syncElectInterval", tsElectInterval, 10, 1000 * 60 * 24 * 2, CFG_SCOPE_SERVER, CFG_DYN_NONE,CFG_CATEGORY_GLOBAL));
TAOS_CHECK_RETURN(cfgAddInt32(pCfg, "syncHeartbeatInterval", tsHeartbeatInterval, 10, 1000 * 60 * 24 * 2, CFG_SCOPE_SERVER, CFG_DYN_NONE,CFG_CATEGORY_GLOBAL));
TAOS_CHECK_RETURN(cfgAddInt32(pCfg, "syncHeartbeatTimeout", tsHeartbeatTimeout, 10, 1000 * 60 * 24 * 2, CFG_SCOPE_SERVER, CFG_DYN_NONE,CFG_CATEGORY_GLOBAL));
TAOS_CHECK_RETURN(cfgAddInt32(pCfg, "syncSnapReplMaxWaitN", tsSnapReplMaxWaitN, 16, (TSDB_SYNC_SNAP_BUFFER_SIZE >> 2), CFG_SCOPE_SERVER, CFG_DYN_SERVER,CFG_CATEGORY_GLOBAL));
TAOS_CHECK_RETURN(cfgAddInt64(pCfg, "syncLogBufferMemoryAllowed", tsLogBufferMemoryAllowed, TSDB_MAX_MSG_SIZE * 10L, INT64_MAX, CFG_SCOPE_SERVER, CFG_DYN_ENT_SERVER,CFG_CATEGORY_GLOBAL));
TAOS_CHECK_RETURN(cfgAddInt64(pCfg, "syncLogBufferMemoryAllowed", tsLogBufferMemoryAllowed, TSDB_MAX_MSG_SIZE * 10L, INT64_MAX, CFG_SCOPE_SERVER, CFG_DYN_ENT_SERVER,CFG_CATEGORY_LOCAL));
TAOS_CHECK_RETURN(cfgAddInt32(pCfg, "arbHeartBeatIntervalSec", tsArbHeartBeatIntervalSec, 1, 60 * 24 * 2, CFG_SCOPE_SERVER, CFG_DYN_SERVER,CFG_CATEGORY_GLOBAL));
TAOS_CHECK_RETURN(cfgAddInt32(pCfg, "arbCheckSyncIntervalSec", tsArbCheckSyncIntervalSec, 1, 60 * 24 * 2, CFG_SCOPE_SERVER, CFG_DYN_SERVER,CFG_CATEGORY_GLOBAL));
@ -947,9 +947,7 @@ static int32_t taosAddServerCfg(SConfig *pCfg) {
TAOS_CHECK_RETURN(cfgAddInt32(pCfg, "cacheLazyLoadThreshold", tsCacheLazyLoadThreshold, 0, 100000, CFG_SCOPE_SERVER, CFG_DYN_ENT_SERVER,CFG_CATEGORY_GLOBAL));
TAOS_CHECK_RETURN(cfgAddFloat(pCfg, "fPrecision", tsFPrecision, 0.0f, 100000.0f, CFG_SCOPE_SERVER, CFG_DYN_NONE,CFG_CATEGORY_GLOBAL));
SConfigItem *pItem = NULL;
TAOS_CHECK_GET_CFG_ITEM(pCfg, pItem, "fPrecision");
tsFPrecision = pItem->fval;
TAOS_CHECK_RETURN(cfgAddFloat(pCfg, "dPrecision", tsDPrecision, 0.0f, 1000000.0f, CFG_SCOPE_SERVER, CFG_DYN_NONE,CFG_CATEGORY_GLOBAL));
TAOS_CHECK_RETURN(cfgAddInt32(pCfg, "maxRange", tsMaxRange, 0, 65536, CFG_SCOPE_SERVER, CFG_DYN_SERVER_LAZY,CFG_CATEGORY_GLOBAL));
TAOS_CHECK_RETURN(cfgAddInt32(pCfg, "curRange", tsCurRange, 0, 65536, CFG_SCOPE_SERVER, CFG_DYN_SERVER_LAZY,CFG_CATEGORY_GLOBAL));
@ -3196,57 +3194,6 @@ _exit:
return code;
}
bool compareSConfigItem(const SConfigItem *item1, const SConfigItem *item2) {
switch (item1->dtype) {
case CFG_DTYPE_BOOL:
if (item1->bval != item2->bval) return false;
break;
case CFG_DTYPE_FLOAT:
if (item1->fval != item2->fval) return false;
break;
case CFG_DTYPE_INT32:
if (item1->i32 != item2->i32) return false;
break;
case CFG_DTYPE_INT64:
if (item1->i64 != item2->i64) return false;
break;
case CFG_DTYPE_STRING:
case CFG_DTYPE_DIR:
case CFG_DTYPE_LOCALE:
case CFG_DTYPE_CHARSET:
case CFG_DTYPE_TIMEZONE:
if (strcmp(item1->str, item2->str) != 0) return false;
break;
default:
return false;
}
return true;
}
int32_t compareSConfigItemArrays(SArray *mArray, const SArray *dArray, SArray *diffArray) {
int32_t code = 0;
int32_t msz = taosArrayGetSize(mArray);
int32_t dsz = taosArrayGetSize(dArray);
if (msz != dsz) {
return TSDB_CODE_FAILED;
}
for (int i = 0; i < msz; i++) {
SConfigItem *mItem = (SConfigItem *)taosArrayGet(mArray, i);
SConfigItem *dItem = (SConfigItem *)taosArrayGet(dArray, i);
if (!compareSConfigItem(mItem, dItem)) {
code = TSDB_CODE_FAILED;
if (taosArrayPush(diffArray, mItem) == NULL) {
code = terrno;
return code;
}
}
}
return code;
}
void printConfigNotMatch(SArray *array) {
uError(
"The global configuration parameters in the configuration file do not match those in the cluster. Please "

16
source/dnode/mgmt/mgmt_vnode/src/vmInt.c
View File

@ -711,6 +711,21 @@ static void vmCloseVnodes(SVnodeMgmt *pMgmt) {
pMgmt->state.openVnodes = 0;
dInfo("close %d vnodes with %d threads", numOfVnodes, threadNum);
int64_t st = taosGetTimestampMs();
dInfo("notify all streams closed in all %d vnodes, ts:%" PRId64, numOfVnodes, st);
if (ppVnodes != NULL) {
for (int32_t i = 0; i < numOfVnodes; ++i) {
if (ppVnodes[i] != NULL) {
if (ppVnodes[i]->pImpl != NULL) {
tqNotifyClose(ppVnodes[i]->pImpl->pTq);
}
}
}
}
int64_t et = taosGetTimestampMs();
dInfo("notify close stream completed in %d vnodes, elapsed time: %" PRId64 "ms", numOfVnodes, et - st);
for (int32_t t = 0; t < threadNum; ++t) {
SVnodeThread *pThread = &threads[t];
if (pThread->vnodeNum == 0) continue;
@ -718,6 +733,7 @@ static void vmCloseVnodes(SVnodeMgmt *pMgmt) {
TdThreadAttr thAttr;
(void)taosThreadAttrInit(&thAttr);
(void)taosThreadAttrSetDetachState(&thAttr, PTHREAD_CREATE_JOINABLE);
if (taosThreadCreate(&pThread->thread, &thAttr, vmCloseVnodeInThread, pThread) != 0) {
dError("thread:%d, failed to create thread to close vnode since %s", pThread->threadIndex, strerror(errno));
}

91
source/dnode/mnode/impl/src/mndConfig.c
View File

@ -40,6 +40,7 @@ static int32_t initConfigArrayFromSdb(SMnode *pMnode, SArray *array);
static int32_t mndTryRebuildConfigSdb(SRpcMsg *pReq);
static void cfgArrayCleanUp(SArray *array);
static void cfgObjArrayCleanUp(SArray *array);
int32_t compareSConfigItemArrays(SMnode *pMnode, const SArray *dArray, SArray *diffArray);
static int32_t mndConfigUpdateTrans(SMnode *pMnode, const char *name, char *pValue, ECfgDataType dtype,
int32_t tsmmConfigVersion);
@ -250,7 +251,12 @@ static int32_t mndProcessConfigReq(SRpcMsg *pReq) {
configRsp.cver = vObj->i32;
if (configRsp.forceReadConfig) {
// compare config array from configReq with current config array
if (compareSConfigItemArrays(taosGetGlobalCfg(tsCfg), configReq.array, array)) {
code = compareSConfigItemArrays(pMnode, configReq.array, array);
if (code != TSDB_CODE_SUCCESS) {
mError("failed to compare config array, since %s", tstrerror(code));
goto _OVER;
}
if (taosArrayGetSize(array) > 0) {
configRsp.array = array;
} else {
configRsp.isConifgVerified = 1;
@ -293,7 +299,7 @@ _OVER:
}
sdbRelease(pMnode->pSdb, vObj);
cfgArrayCleanUp(array);
return TSDB_CODE_SUCCESS;
return code;
}
int32_t mndInitWriteCfg(SMnode *pMnode) {
@ -921,4 +927,85 @@ _OVER:
tFreeSShowVariablesRsp(&rsp);
TAOS_RETURN(code);
}
int32_t compareSConfigItem(const SConfigObj *item1, SConfigItem *item2, bool *compare) {
switch (item1->dtype) {
case CFG_DTYPE_BOOL:
if (item1->bval != item2->bval) {
item2->bval = item1->bval;
*compare = false;
}
break;
case CFG_DTYPE_FLOAT:
if (item1->fval != item2->fval) {
item2->fval = item1->fval;
*compare = false;
}
break;
case CFG_DTYPE_INT32:
if (item1->i32 != item2->i32) {
item2->i32 = item1->i32;
*compare = false;
}
break;
case CFG_DTYPE_INT64:
if (item1->i64 != item2->i64) {
item2->i64 = item1->i64;
*compare = false;
}
break;
case CFG_DTYPE_STRING:
case CFG_DTYPE_DIR:
case CFG_DTYPE_LOCALE:
case CFG_DTYPE_CHARSET:
case CFG_DTYPE_TIMEZONE:
if (strcmp(item1->str, item2->str) != 0) {
taosMemoryFree(item2->str);
item2->str = taosStrdup(item1->str);
if (item2->str == NULL) {
return TSDB_CODE_OUT_OF_MEMORY;
}
*compare = false;
}
break;
default:
*compare = false;
return TSDB_CODE_INVALID_CFG;
}
*compare = true;
return TSDB_CODE_SUCCESS;
}
int32_t compareSConfigItemArrays(SMnode *pMnode, const SArray *dArray, SArray *diffArray) {
int32_t code = 0;
int32_t dsz = taosArrayGetSize(dArray);
bool compare = false;
for (int i = 0; i < dsz; i++) {
SConfigItem *dItem = (SConfigItem *)taosArrayGet(dArray, i);
SConfigObj *mObj = sdbAcquire(pMnode->pSdb, SDB_CFG, dItem->name);
if (mObj == NULL) {
code = terrno;
mError("failed to acquire config:%s from sdb, since %s", dItem->name, tstrerror(code));
return code;
}
code = compareSConfigItem(mObj, dItem, &compare);
if (code != TSDB_CODE_SUCCESS) {
sdbRelease(pMnode->pSdb, mObj);
return code;
}
if (!compare) {
if (taosArrayPush(diffArray, dItem) == NULL) {
sdbRelease(pMnode->pSdb, mObj);
return terrno;
}
}
sdbRelease(pMnode->pSdb, mObj);
}
return code;
}

3
source/dnode/mnode/impl/src/mndDb.c
View File

@ -1705,9 +1705,6 @@ static int32_t mndDropDb(SMnode *pMnode, SRpcMsg *pReq, SDbObj *pDb) {
TAOS_CHECK_GOTO(mndSetDropDbPrepareLogs(pMnode, pTrans, pDb), NULL, _OVER);
TAOS_CHECK_GOTO(mndSetDropDbCommitLogs(pMnode, pTrans, pDb), NULL, _OVER);
/*if (mndDropOffsetByDB(pMnode, pTrans, pDb) != 0) goto _OVER;*/
/*if (mndDropSubByDB(pMnode, pTrans, pDb) != 0) goto _OVER;*/
/*if (mndDropTopicByDB(pMnode, pTrans, pDb) != 0) goto _OVER;*/
TAOS_CHECK_GOTO(mndDropStreamByDb(pMnode, pTrans, pDb), NULL, _OVER);
#ifdef TD_ENTERPRISE
TAOS_CHECK_GOTO(mndDropViewByDb(pMnode, pTrans, pDb), NULL, _OVER);

1
source/dnode/mnode/impl/src/mndStream.c
View File

@ -2643,6 +2643,7 @@ int32_t mndProcessConsensusInTmr(SRpcMsg *pMsg) {
code = mndGetStreamObj(pMnode, pInfo->streamId, &pStream);
if (pStream == NULL || code != 0) { // stream has been dropped already
mDebug("stream:0x%" PRIx64 " dropped already, continue", pInfo->streamId);
void *p = taosArrayPush(pStreamList, &pInfo->streamId);
taosArrayDestroy(pList);
continue;
}

5
source/dnode/vnode/src/tq/tq.c
View File

@ -174,7 +174,10 @@ void tqNotifyClose(STQ* pTq) {
if (pTq == NULL) {
return;
}
streamMetaNotifyClose(pTq->pStreamMeta);
if (pTq->pStreamMeta != NULL) {
streamMetaNotifyClose(pTq->pStreamMeta);
}
}
void tqPushEmptyDataRsp(STqHandle* pHandle, int32_t vgId) {

2
source/dnode/vnode/src/tqCommon/tqCommon.c
View File

@ -960,9 +960,9 @@ int32_t tqStreamTaskProcessTaskResetReq(SStreamMeta* pMeta, char* pMsg) {
tqDebug("s-task:%s receive task-reset msg from mnode, reset status and ready for data processing", pTask->id.idStr);
streamMutexLock(&pTask->lock);
streamTaskClearCheckInfo(pTask, true);
streamTaskSetFailedCheckpointId(pTask, pReq->chkptId);
streamTaskClearCheckInfo(pTask, true);
// clear flag set during do checkpoint, and open inputQ for all upstream tasks
SStreamTaskState pState = streamTaskGetStatus(pTask);

4
source/dnode/vnode/src/tsdb/tsdbRead2.c
View File

@ -978,6 +978,10 @@ static int32_t loadFileBlockBrinInfo(STsdbReader* pReader, SArray* pIndexList, S
if (pRecord->firstKey.key.ts > w.ekey || pRecord->lastKey.key.ts < w.skey) {
continue;
}
// The data block's time range must intersect with the query time range
if (pRecord->firstKey.key.ts > pReader->info.window.ekey || pRecord->lastKey.key.ts < pReader->info.window.skey) {
continue;
}
if (asc) {
if (pkCompEx(&pRecord->lastKey.key, &pScanInfo->lastProcKey) <= 0) {

5
source/libs/catalog/inc/catalogInt.h
View File

@ -1119,7 +1119,7 @@ void ctgFreeBatch(SCtgBatch* pBatch);
void ctgFreeBatchs(SHashObj* pBatchs);
int32_t ctgCloneVgInfo(SDBVgInfo* src, SDBVgInfo** dst);
int32_t ctgCloneMetaOutput(STableMetaOutput* output, STableMetaOutput** pOutput);
int32_t ctgGenerateVgList(SCatalog* pCtg, SHashObj* vgHash, SArray** pList);
int32_t ctgGenerateVgList(SCatalog* pCtg, SHashObj* vgHash, SArray** pList, const char* dbFName);
void ctgFreeJob(void* job);
void ctgFreeHandleImpl(SCatalog* pCtg);
int32_t ctgGetVgInfoFromHashValue(SCatalog* pCtg, SEpSet* pMgmtEps, SDBVgInfo* dbInfo, const SName* pTableName,
@ -1159,7 +1159,8 @@ int32_t ctgGetTbHashVgroup(SCatalog* pCtg, SRequestConnInfo* pConn, const SName*
int32_t ctgGetFetchName(SArray* pNames, SCtgFetch* pFetch, SName** ppName);
int32_t ctgdGetOneHandle(SCatalog** pHandle);
int ctgVgInfoComp(const void* lp, const void* rp);
int32_t ctgMakeVgArray(SDBVgInfo* dbInfo);
int32_t ctgMakeVgArray(SDBVgInfo* dbInfo, const char* dbName, bool isFullName);
int32_t ctgMakeVgArraySortBy(SDBVgInfo* dbInfo, __compar_fn_t sort_func);
int32_t ctgChkSetAuthRes(SCatalog* pCtg, SCtgAuthReq* req, SCtgAuthRsp* res);
int32_t ctgReadDBCfgFromCache(SCatalog* pCtg, const char* dbFName, SDbCfgInfo* pDbCfg);

4
source/libs/catalog/src/catalog.c
View File

@ -505,7 +505,7 @@ int32_t ctgGetTbDistVgInfo(SCatalog* pCtg, SRequestConnInfo* pConn, SName* pTabl
}
if (tbMeta->tableType == TSDB_SUPER_TABLE) {
CTG_ERR_JRET(ctgGenerateVgList(pCtg, vgHash, pVgList));
CTG_ERR_JRET(ctgGenerateVgList(pCtg, vgHash, pVgList, db));
} else {
// USE HASH METHOD INSTEAD OF VGID IN TBMETA
ctgError("invalid method to get none stb vgInfo, tbType:%d", tbMeta->tableType);
@ -1029,7 +1029,7 @@ int32_t catalogGetDBVgList(SCatalog* pCtg, SRequestConnInfo* pConn, const char*
vgHash = vgInfo->vgHash;
}
CTG_ERR_JRET(ctgGenerateVgList(pCtg, vgHash, &vgList));
CTG_ERR_JRET(ctgGenerateVgList(pCtg, vgHash, &vgList, dbFName));
*vgroupList = vgList;
vgList = NULL;

6
source/libs/catalog/src/ctgAsync.c
View File

@ -1970,7 +1970,7 @@ static int32_t ctgHandleGetTbNamesRsp(SCtgTaskReq* tReq, int32_t reqType, const
switch (reqType) {
case TDMT_MND_USE_DB: {
SUseDbOutput* pOut = (SUseDbOutput*)pMsgCtx->out;
CTG_ERR_RET(ctgMakeVgArray(pOut->dbVgroup));
CTG_ERR_RET(ctgMakeVgArray(pOut->dbVgroup, pName->dbname, false));
SArray* pVgArray = NULL;
TSWAP(pVgArray, pOut->dbVgroup->vgArray);
int32_t vgSize = taosArrayGetSize(pVgArray);
@ -2142,7 +2142,7 @@ int32_t ctgHandleGetDbVgRsp(SCtgTaskReq* tReq, int32_t reqType, const SDataBuf*
SUseDbOutput* pOut = (SUseDbOutput*)pTask->msgCtx.out;
SDBVgInfo* pDb = NULL;
CTG_ERR_JRET(ctgGenerateVgList(pCtg, pOut->dbVgroup->vgHash, (SArray**)&pTask->res));
CTG_ERR_JRET(ctgGenerateVgList(pCtg, pOut->dbVgroup->vgHash, (SArray**)&pTask->res, ctx->dbFName));
CTG_ERR_JRET(cloneDbVgInfo(pOut->dbVgroup, &pDb));
CTG_ERR_JRET(ctgUpdateVgroupEnqueue(pCtg, ctx->dbFName, pOut->dbId, pDb, false));
@ -3175,7 +3175,7 @@ int32_t ctgLaunchGetDbVgTask(SCtgTask* pTask) {
CTG_ERR_JRET(ctgBuildUseDbOutput((SUseDbOutput**)&pMsgCtx->out, dbCache->vgCache.vgInfo));
}
CTG_ERR_JRET(ctgGenerateVgList(pCtg, dbCache->vgCache.vgInfo->vgHash, (SArray**)&pTask->res));
CTG_ERR_JRET(ctgGenerateVgList(pCtg, dbCache->vgCache.vgInfo->vgHash, (SArray**)&pTask->res, pCtx->dbFName));
ctgReleaseVgInfoToCache(pCtg, dbCache);
dbCache = NULL;

6
source/libs/catalog/src/ctgCache.c
View File

@ -1116,7 +1116,7 @@ int32_t ctgUpdateVgroupEnqueue(SCatalog *pCtg, const char *dbFName, int64_t dbId
dbFName = p + 1;
}
code = ctgMakeVgArray(dbInfo);
code = ctgMakeVgArray(dbInfo, dbFName, false);
if (code) {
taosMemoryFree(op);
taosMemoryFree(msg);
@ -2082,7 +2082,7 @@ void ctgFreeAllHandles(void) {
taosHashClear(gCtgMgmt.pCluster);
}
int32_t ctgVgInfoIdComp(void const *lp, void const *rp) {
int32_t ctgVgInfoIdCompId(void const *lp, void const *rp) {
int32_t *key = (int32_t *)lp;
SVgroupInfo *pVg = (SVgroupInfo *)rp;
@ -2695,7 +2695,7 @@ int32_t ctgOpUpdateEpset(SCtgCacheOperation *operation) {
goto _return;
}
SVgroupInfo *pInfo2 = taosArraySearch(vgInfo->vgArray, &msg->vgId, ctgVgInfoIdComp, TD_EQ);
SVgroupInfo *pInfo2 = taosArraySearch(vgInfo->vgArray, &msg->vgId, ctgVgInfoIdCompId, TD_EQ);
if (NULL == pInfo2) {
ctgDebug("no vgroup %d in db %s vgArray, ignore epset update", msg->vgId, msg->dbFName);
goto _return;

50
source/libs/catalog/src/ctgUtil.c
View File

@ -1147,12 +1147,28 @@ int32_t ctgGetHashFunction(int8_t hashMethod, tableNameHashFp* fp) {
return TSDB_CODE_SUCCESS;
}
int32_t ctgGenerateVgList(SCatalog* pCtg, SHashObj* vgHash, SArray** pList) {
int32_t ctgVgInfoIdComp(void const *lp, void const *rp) {
SVgroupInfo* pVg1 = (SVgroupInfo*)lp;
SVgroupInfo* pVg2 = (SVgroupInfo*)rp;
if (pVg1->vgId < pVg2->vgId) {
return -1;
} else if (pVg1->vgId > pVg2->vgId) {
return 1;
}
return 0;
}
int32_t ctgGenerateVgList(SCatalog* pCtg, SHashObj* vgHash, SArray** pList, const char* dbFName) {
SHashObj* vgroupHash = NULL;
SVgroupInfo* vgInfo = NULL;
SArray* vgList = NULL;
int32_t code = 0;
int32_t vgNum = taosHashGetSize(vgHash);
SName name = {0};
code = tNameFromString(&name, dbFName, T_NAME_ACCT | T_NAME_DB);
CTG_ERR_RET(code);
vgList = taosArrayInit(vgNum, sizeof(SVgroupInfo));
if (NULL == vgList) {
@ -1173,7 +1189,10 @@ int32_t ctgGenerateVgList(SCatalog* pCtg, SHashObj* vgHash, SArray** pList) {
pIter = taosHashIterate(vgHash, pIter);
}
taosArraySort(vgList, ctgVgInfoComp);
if (IS_SYS_DBNAME(name.dbname))
taosArraySort(vgList, ctgVgInfoIdComp);
else
taosArraySort(vgList, ctgVgInfoComp);
*pList = vgList;
@ -1218,7 +1237,7 @@ int32_t ctgHashValueComp(void const* lp, void const* rp) {
int32_t ctgGetVgInfoFromHashValue(SCatalog* pCtg, SEpSet* pMgmtEps, SDBVgInfo* dbInfo, const SName* pTableName,
SVgroupInfo* pVgroup) {
int32_t code = 0;
CTG_ERR_RET(ctgMakeVgArray(dbInfo));
CTG_ERR_RET(ctgMakeVgArray(dbInfo, pTableName->dbname, false));
int32_t vgNum = taosArrayGetSize(dbInfo->vgArray);
char db[TSDB_DB_FNAME_LEN] = {0};
@ -1288,7 +1307,7 @@ int32_t ctgGetVgInfosFromHashValue(SCatalog* pCtg, SEpSet* pMgmgEpSet, SCtgTaskR
SMetaRes res = {0};
SVgroupInfo* vgInfo = NULL;
CTG_ERR_RET(ctgMakeVgArray(dbInfo));
CTG_ERR_RET(ctgMakeVgArray(dbInfo, dbFName, true));
int32_t tbNum = taosArrayGetSize(pNames);
@ -1450,7 +1469,7 @@ int32_t ctgGetVgInfosFromHashValue(SCatalog* pCtg, SEpSet* pMgmgEpSet, SCtgTaskR
int32_t ctgGetVgIdsFromHashValue(SCatalog* pCtg, SDBVgInfo* dbInfo, char* dbFName, const char* pTbs[], int32_t tbNum,
int32_t* vgId) {
int32_t code = 0;
CTG_ERR_RET(ctgMakeVgArray(dbInfo));
CTG_ERR_RET(ctgMakeVgArray(dbInfo, dbFName, true));
int32_t vgNum = taosArrayGetSize(dbInfo->vgArray);
if (vgNum <= 0) {
@ -1563,7 +1582,22 @@ int32_t ctgTSMAVersionSortCompare(const void* key1, const void* key2) {
}
}
int32_t ctgMakeVgArray(SDBVgInfo* dbInfo) {
int32_t ctgMakeVgArray(SDBVgInfo* dbInfo, const char* dbName, bool isFullName) {
__compar_fn_t sortFunc = ctgVgInfoComp;
if (dbName) {
const char* realDbName = dbName;
SName name = {0};
if (isFullName) {
int32_t code = tNameFromString(&name, dbName, T_NAME_ACCT | T_NAME_DB);
CTG_ERR_RET(code);
realDbName = name.dbname;
}
if (IS_SYS_DBNAME(realDbName)) sortFunc = ctgVgInfoIdComp;
}
return ctgMakeVgArraySortBy(dbInfo, sortFunc);
}
int32_t ctgMakeVgArraySortBy(SDBVgInfo* dbInfo, __compar_fn_t sort_func) {
if (NULL == dbInfo) {
return TSDB_CODE_SUCCESS;
}
@ -1585,14 +1619,14 @@ int32_t ctgMakeVgArray(SDBVgInfo* dbInfo) {
pIter = taosHashIterate(dbInfo->vgHash, pIter);
}
taosArraySort(dbInfo->vgArray, ctgVgInfoComp);
taosArraySort(dbInfo->vgArray, sort_func);
}
return TSDB_CODE_SUCCESS;
}
int32_t ctgCloneVgInfo(SDBVgInfo* src, SDBVgInfo** dst) {
CTG_ERR_RET(ctgMakeVgArray(src));
CTG_ERR_RET(ctgMakeVgArray(src, NULL, false));
*dst = taosMemoryMalloc(sizeof(SDBVgInfo));
if (NULL == *dst) {

19
source/libs/planner/src/planOptimizer.c
View File

@ -635,7 +635,9 @@ static EDealRes pdcJoinIsCrossTableCond(SNode* pNode, void* pContext) {
if (QUERY_NODE_COLUMN == nodeType(pNode)) {
if (pdcJoinColInTableList(pNode, pCxt->pLeftTbls)) {
pCxt->havaLeftCol = true;
} else if (pdcJoinColInTableList(pNode, pCxt->pRightTbls)) {
}
if (pdcJoinColInTableList(pNode, pCxt->pRightTbls)) {
pCxt->haveRightCol = true;
}
return pCxt->havaLeftCol && pCxt->haveRightCol ? DEAL_RES_END : DEAL_RES_CONTINUE;
@ -2809,10 +2811,17 @@ static bool joinCondMayBeOptimized(SLogicNode* pNode, void* pCtx) {
return false;
}
if (pJoin->pPrimKeyEqCond && QUERY_NODE_OPERATOR == nodeType(pJoin->pPrimKeyEqCond)) {
SOperatorNode* pOp = (SOperatorNode*)pJoin->pPrimKeyEqCond;
if ((pOp->pLeft && QUERY_NODE_COLUMN != nodeType(pOp->pLeft)) || (pOp->pRight && QUERY_NODE_COLUMN != nodeType(pOp->pRight))) {
return false;
}
}
return true;
}
static void joinCondMergeScanRand(STimeWindow* pDst, STimeWindow* pSrc) {
static void joinCondMergeScanRange(STimeWindow* pDst, STimeWindow* pSrc) {
if (pSrc->skey > pDst->skey) {
pDst->skey = pSrc->skey;
}
@ -2840,7 +2849,7 @@ static int32_t joinCondOptimize(SOptimizeContext* pCxt, SLogicSubplan* pLogicSub
}
SNode* pNode = NULL;
STimeWindow scanRange = TSWINDOW_INITIALIZER;
FOREACH(pNode, pScanList) { joinCondMergeScanRand(&scanRange, &((SScanLogicNode*)pNode)->scanRange); }
FOREACH(pNode, pScanList) { joinCondMergeScanRange(&scanRange, &((SScanLogicNode*)pNode)->scanRange); }
FOREACH(pNode, pScanList) {
((SScanLogicNode*)pNode)->scanRange.skey = scanRange.skey;
((SScanLogicNode*)pNode)->scanRange.ekey = scanRange.ekey;
@ -2857,7 +2866,7 @@ static int32_t joinCondOptimize(SOptimizeContext* pCxt, SLogicSubplan* pLogicSub
if (NULL == pLScan || NULL == pRScan) {
return TSDB_CODE_SUCCESS;
}
joinCondMergeScanRand(&pRScan->scanRange, &pLScan->scanRange);
joinCondMergeScanRange(&pRScan->scanRange, &pLScan->scanRange);
break;
}
case JOIN_TYPE_RIGHT: {
@ -2869,7 +2878,7 @@ static int32_t joinCondOptimize(SOptimizeContext* pCxt, SLogicSubplan* pLogicSub
if (NULL == pLScan || NULL == pRScan) {
return TSDB_CODE_SUCCESS;
}
joinCondMergeScanRand(&pLScan->scanRange, &pRScan->scanRange);
joinCondMergeScanRange(&pLScan->scanRange, &pRScan->scanRange);
break;
}
default:

4
source/libs/stream/src/streamExec.c
View File

@ -464,8 +464,8 @@ int32_t streamTransferStateDoPrepare(SStreamTask* pTask) {
// 2. send msg to mnode to launch a checkpoint to keep the state for current stream
code = streamTaskSendCheckpointReq(pStreamTask);
// 3. assign the status to the value that will be kept in disk
pStreamTask->status.taskStatus = streamTaskGetStatus(pStreamTask).state;
// 3. the default task status should be ready or something, not halt.
// status to the value that will be kept in disk
// 4. open the inputQ for all upstream tasks
streamTaskOpenAllUpstreamInput(pStreamTask);

7
source/os/src/osTimezone.c
View File

@ -872,6 +872,13 @@ END:
}
#endif
void truncateTimezoneString(char *tz) {
char *spacePos = strchr(tz, ' ');
if (spacePos != NULL) {
*spacePos = '\0';
}
}
int32_t taosGetSystemTimezone(char *outTimezoneStr) {
#ifdef WINDOWS
char value[100] = {0};

20
source/util/src/tconfig.c
View File

@ -97,6 +97,7 @@ int32_t cfgLoadFromArray(SConfig *pCfg, SArray *pArgs) {
}
int32_t cfgUpdateFromArray(SConfig *pCfg, SArray *pArgs) {
int32_t code = TSDB_CODE_SUCCESS;
int32_t size = taosArrayGetSize(pArgs);
for (int32_t i = 0; i < size; ++i) {
SConfigItem *pItemNew = taosArrayGet(pArgs, i);
@ -124,9 +125,6 @@ int32_t cfgUpdateFromArray(SConfig *pCfg, SArray *pArgs) {
break;
case CFG_DTYPE_STRING:
case CFG_DTYPE_DIR:
case CFG_DTYPE_LOCALE:
case CFG_DTYPE_CHARSET:
case CFG_DTYPE_TIMEZONE:
taosMemoryFree(pItemOld->str);
pItemOld->str = taosStrdup(pItemNew->str);
if (pItemOld->str == NULL) {
@ -134,6 +132,22 @@ int32_t cfgUpdateFromArray(SConfig *pCfg, SArray *pArgs) {
TAOS_RETURN(terrno);
}
break;
case CFG_DTYPE_LOCALE:
case CFG_DTYPE_CHARSET:
code = cfgSetItemVal(pItemOld, pItemNew->name, pItemNew->str, pItemNew->stype);
if (code != TSDB_CODE_SUCCESS) {
(void)taosThreadMutexUnlock(&pCfg->lock);
TAOS_RETURN(code);
}
break;
case CFG_DTYPE_TIMEZONE:
truncateTimezoneString(pItemNew->str);
code = cfgSetItemVal(pItemOld, pItemNew->name, pItemNew->str, pItemNew->stype);
if (code != TSDB_CODE_SUCCESS) {
(void)taosThreadMutexUnlock(&pCfg->lock);
TAOS_RETURN(code);
}
break;
default:
break;
}

4
source/util/src/ttimer.c
View File

@ -138,7 +138,9 @@ static uintptr_t getNextTimerId() {
return id;
}
static void timerAddRef(tmr_obj_t* timer) { (void)atomic_add_fetch_8(&timer->refCount, 1); }
static void timerAddRef(tmr_obj_t* timer) {
(void)atomic_add_fetch_8(&timer->refCount, 1);
}
static void timerDecRef(tmr_obj_t* timer) {
if (atomic_sub_fetch_8(&timer->refCount, 1) == 0) {

8
tests/army/alter/alterConfig.py
View File

@ -176,7 +176,12 @@ class TDTestCase(TBase):
def alter_err_case(self):
tdSql.error(f"alter local 'audit 0'",expectErrInfo="Config not found")
tdSql.error(f"alter dnode 1 'audit 1'",expectErrInfo="Invalid config option")
def alter_dnode_1_case(self):
tdSql.execute("alter dnode 1 'numOfRpcThreads' '5'")
tdSql.execute("alter dnode 1 'rpcQueueMemoryAllowed' '15242880'")
tdSql.execute("alter dnode 1 'syncLogBufferMemoryAllowed' '115728640'")
# run
def run(self):
tdLog.debug(f"start to excute {__file__}")
@ -191,6 +196,7 @@ class TDTestCase(TBase):
self.alterBypassFlag()
# TS-5007
self.alter_err_case()
self.alter_dnode_1_case()
tdLog.success(f"{__file__} successfully executed")

40
tests/army/query/queryBugs.py
View File

@ -249,6 +249,45 @@ class TDTestCase(TBase):
tdSql.checkData(0, 2, pscode)
tdLog.debug(f"execute sql: {pscode}")
def FIX_TS_5984(self):
tdLog.info("check bug TS_5984 ...\n")
# prepare data
sqls = [
"drop database if exists ts_5984;",
"create database ts_5984 minrows 10;",
"use ts_5984;",
"create table t1 (ts timestamp, str varchar(10) primary key, c1 int);",
"""insert into t1 values
('2025-01-01 00:00:00', 'a', 1),
('2025-01-01 00:00:00', 'b', 2),
('2025-01-01 00:00:00', 'c', 3),
('2025-01-01 00:00:00', 'd', 4),
('2025-01-01 00:00:00', 'e', 5),
('2025-01-01 00:00:00', 'f', 6),
('2025-01-01 00:00:00', 'g', 7),
('2025-01-01 00:00:00', 'h', 8),
('2025-01-01 00:00:00', 'i', 9),
('2025-01-01 00:00:00', 'j', 10),
('2025-01-01 00:00:00', 'k', 11),
('2025-01-01 00:00:00', 'l', 12),
('2025-01-01 00:00:00', 'm', 13),
('2025-01-01 00:00:00', 'n', 14);"""
]
tdSql.executes(sqls)
# do flush and compact
tdSql.execute("flush database ts_5984;")
time.sleep(3)
tdSql.execute("compact database ts_5984;")
while True:
tdSql.query("show compacts;")
# break if no compact task
if tdSql.getRows() == 0:
break
time.sleep(3)
tdSql.query("select * from t1 where ts > '2025-01-01 00:00:00';")
tdSql.checkRows(0)
# run
def run(self):
tdLog.debug(f"start to excute {__file__}")
@ -263,6 +302,7 @@ class TDTestCase(TBase):
self.FIX_TS_5105()
self.FIX_TS_5143()
self.FIX_TS_5239()
self.FIX_TS_5984()
tdLog.success(f"{__file__} successfully executed")

4
tests/parallel_test/container_build.sh
View File

@ -63,7 +63,6 @@ docker run \
-v /root/.cos-local.1:/root/.cos-local.2 \
-v ${REP_REAL_PATH}/enterprise/contrib/grant-lib:${REP_DIR}/enterprise/contrib/grant-lib \
-v ${REP_REAL_PATH}/community/tools/taosadapter:${REP_DIR}/community/tools/taosadapter \
-v ${REP_REAL_PATH}/community/tools/taos-tools:${REP_DIR}/community/tools/taos-tools \
-v ${REP_REAL_PATH}/community/tools/taosws-rs:${REP_DIR}/community/tools/taosws-rs \
-v ${REP_REAL_PATH}/community/contrib/apr/:${REP_DIR}/community/contrib/apr \
-v ${REP_REAL_PATH}/community/contrib/apr-util/:${REP_DIR}/community/contrib/apr-util \
@ -80,7 +79,6 @@ docker run \
-v ${REP_REAL_PATH}/community/contrib/mxml/:${REP_DIR}/community/contrib/mxml \
-v ${REP_REAL_PATH}/community/contrib/openssl/:${REP_DIR}/community/contrib/openssl \
-v ${REP_REAL_PATH}/community/contrib/pcre2/:${REP_DIR}/community/contrib/pcre2 \
-v ${REP_REAL_PATH}/community/contrib/xml2/:${REP_DIR}/community/contrib/xml2 \
-v ${REP_REAL_PATH}/community/contrib/zlib/:${REP_DIR}/community/contrib/zlib \
-v ${REP_REAL_PATH}/community/contrib/zstd/:${REP_DIR}/community/contrib/zstd \
--rm --ulimit core=-1 taos_test:v1.0 sh -c "cd $REP_DIR;rm -rf debug;mkdir -p debug;cd debug;cmake .. -DBUILD_HTTP=false -DBUILD_TOOLS=true -DBUILD_TEST=true -DWEBSOCKET=true -DBUILD_TAOSX=false -DJEMALLOC_ENABLED=0 -DCMAKE_EXPORT_COMPILE_COMMANDS=1 ;make -j|| exit 1"
@ -116,7 +114,6 @@ docker run \
-v /root/.cos-local.1:/root/.cos-local.2 \
-v ${REP_REAL_PATH}/enterprise/contrib/grant-lib:${REP_DIR}/enterprise/contrib/grant-lib \
-v ${REP_REAL_PATH}/community/tools/taosadapter:${REP_DIR}/community/tools/taosadapter \
-v ${REP_REAL_PATH}/community/tools/taos-tools:${REP_DIR}/community/tools/taos-tools \
-v ${REP_REAL_PATH}/community/tools/taosws-rs:${REP_DIR}/community/tools/taosws-rs \
-v ${REP_REAL_PATH}/community/tools/taosws-rs/target:${REP_DIR}/community/tools/taosws-rs/target \
-v ${REP_REAL_PATH}/community/contrib/apr/:${REP_DIR}/community/contrib/apr \
@ -134,7 +131,6 @@ docker run \
-v ${REP_REAL_PATH}/community/contrib/mxml/:${REP_DIR}/community/contrib/mxml \
-v ${REP_REAL_PATH}/community/contrib/openssl/:${REP_DIR}/community/contrib/openssl \
-v ${REP_REAL_PATH}/community/contrib/pcre2/:${REP_DIR}/community/contrib/pcre2 \
-v ${REP_REAL_PATH}/community/contrib/xml2/:${REP_DIR}/community/contrib/xml2 \
-v ${REP_REAL_PATH}/community/contrib/zlib/:${REP_DIR}/community/contrib/zlib \
-v ${REP_REAL_PATH}/community/contrib/zstd/:${REP_DIR}/community/contrib/zstd \
--rm --ulimit core=-1 taos_test:v1.0 sh -c "cd $REP_DIR;rm -rf debug;mkdir -p debug;cd debug;cmake .. -DBUILD_HTTP=false -DBUILD_TOOLS=true -DBUILD_TEST=false -DWEBSOCKET=true -DBUILD_SANITIZER=1 -DTOOLS_SANITIZE=true -DCMAKE_BUILD_TYPE=Debug -DTOOLS_BUILD_TYPE=Debug -DBUILD_TAOSX=false -DJEMALLOC_ENABLED=0;make -j|| exit 1 "

7
tests/script/tsim/join/join_nested.sim
View File

@ -32,6 +32,13 @@ sql select a.t1 from (select * from sta partition by tbname order by ts desc) a
if $rows != 12 then
return -1
endi
sql select a.ts from (select last(tba1.ts) as ts from tba1, tba2 where tba1.ts = tba2.ts) as a join (select ts from tba2) as tba2 on a.ts = tba2.ts;
if $rows != 1 then
return -1
endi
if $data00 != @23-11-17 16:29:03.000@ then
return -1
endi
#left join + non join
sql_error select a.*,b.* from (select * from sta partition by tbname) a left join (select * from sta partition by tbname order by ts) b on a.ts = b.ts;

2
tests/script/tsim/show/basic.sim
View File

@ -230,7 +230,7 @@ endi
sql_error show create stable t0;
sql show variables;
if $rows != 93 then
if $rows != 88 then
return -1
endi

2
tests/script/tsim/valgrind/checkError1.sim
View File

@ -120,7 +120,7 @@ if $rows != 3 then
endi
sql show variables;
if $rows != 93 then
if $rows != 88 then
return -1
endi

2
tests/system-test/2-query/db.py
View File

@ -47,7 +47,7 @@ class TDTestCase:
def case2(self):
tdSql.query("show variables")
tdSql.checkRows(93)
tdSql.checkRows(88)
for i in range(self.replicaVar):
tdSql.query("show dnode %d variables like 'debugFlag'" % (i + 1))

29
tests/system-test/2-query/join_cond.py Normal file
View File

@ -0,0 +1,29 @@
from os import system
from util.log import *
from util.sql import *
from util.cases import *
from util.sqlset import *
class TDTestCase:
def init(self, conn, logSql, replicaVar=1):
tdLog.debug("start to execute %s" % __file__)
tdSql.init(conn.cursor(),True)
def test_join(self):
sql_file = './2-query/join_cond.sql'
os.system(f'taos -f {sql_file}')
tdSql.query('use csv_import')
tdSql.query('SELECT * FROM trans,candle WHERE trans.tradeTime BETWEEN to_timestamp("2010-01-01", "yyyy-mm-dd") AND to_timestamp("2010-01-21", "yyyy-mm-dd")+1d-1a AND candle.date BETWEEN to_timestamp("2010-01-01", "yyyy-mm-dd") AND to_timestamp("2010-01-21", "yyyy-mm-dd") AND timetruncate(trans.tradeTime, 1d) = candle.date AND trans.securityId = cast(substring_index(candle.order_book_id, ".", 1) as INT) AND trans.securityid = 600884;', queryTimes=1)
tdSql.checkRows(460)
tdSql.query('SELECT * FROM (SELECT * FROM trans WHERE tradeTime BETWEEN to_timestamp("2010-01-01", "yyyy-mm-dd") AND to_timestamp("2010-01-21", "yyyy-mm-dd")+1d-1a AND securityid = 600884) as t INNER JOIN(SELECT * FROM candle WHERE date BETWEEN to_timestamp("2010-01-01", "yyyy-mm-dd") AND to_timestamp("2010-01-21", "yyyy-mm-dd") ) as c ON timetruncate(t.tradeTime, 1d) = c.date AND t.securityId = cast(substring_index(c.order_book_id, ".", 1) as INT);', queryTimes=1)
tdSql.checkRows(460)
def run(self):
self.test_join()
def stop(self):
tdSql.close()
tdLog.success("%s successfully executed" % __file__)
tdCases.addWindows(__file__, TDTestCase())
tdCases.addLinux(__file__, TDTestCase())

8
tests/system-test/2-query/pre_candle.csv Executable file
View File

@ -0,0 +1,8 @@
"candle_XSHG_600592","600592.XSHG","2010-01-04 00:00:00",0,20418867,0,211797052,0,6.2908,6.2609,6.0982,6.0916,"2025-01-08 20:16:49"
"candle_XSHG_600884","600884.XSHG","2010-01-04 00:00:00",0,20418867,0,211797052,0,6.2908,6.2609,6.0982,6.0916,"2025-01-08 20:16:49"
"candle_XSHG_600019","600019.XSHG","2010-01-04 00:00:00",0,20418867,0,211797052,0,6.2908,6.2609,6.0982,6.0916,"2025-01-08 20:16:49"
"candle_XSHG_600905","600905.XSHG","2010-01-04 00:00:00",0,20418867,0,211797052,0,6.2908,6.2609,6.0982,6.0916,"2025-01-08 20:16:49"
"candle_XSHG_600592","600592.XSHG","2010-01-21 00:00:00",0,20418867,0,211797052,0,6.2908,6.2609,6.0982,6.0916,"2025-01-08 20:16:49"
"candle_XSHG_600884","600884.XSHG","2010-01-21 00:00:00",0,20418867,0,211797052,0,6.2908,6.2609,6.0982,6.0916,"2025-01-08 20:16:49"
"candle_XSHG_600019","600019.XSHG","2010-01-21 00:00:00",0,20418867,0,211797052,0,6.2908,6.2609,6.0982,6.0916,"2025-01-08 20:16:49"
"candle_XSHG_600905","600905.XSHG","2010-01-21 00:00:00",0,20418867,0,211797052,0,6.2908,6.2609,6.0982,6.0916,"2025-01-08 20:16:49"
1 candle_XSHG_600592 600592.XSHG 2010-01-04 00:00:00 0 20418867 0 211797052 0 6.2908 6.2609 6.0982 6.0916 2025-01-08 20:16:49
2 candle_XSHG_600884 600884.XSHG 2010-01-04 00:00:00 0 20418867 0 211797052 0 6.2908 6.2609 6.0982 6.0916 2025-01-08 20:16:49
3 candle_XSHG_600019 600019.XSHG 2010-01-04 00:00:00 0 20418867 0 211797052 0 6.2908 6.2609 6.0982 6.0916 2025-01-08 20:16:49
4 candle_XSHG_600905 600905.XSHG 2010-01-04 00:00:00 0 20418867 0 211797052 0 6.2908 6.2609 6.0982 6.0916 2025-01-08 20:16:49
5 candle_XSHG_600592 600592.XSHG 2010-01-21 00:00:00 0 20418867 0 211797052 0 6.2908 6.2609 6.0982 6.0916 2025-01-08 20:16:49
6 candle_XSHG_600884 600884.XSHG 2010-01-21 00:00:00 0 20418867 0 211797052 0 6.2908 6.2609 6.0982 6.0916 2025-01-08 20:16:49
7 candle_XSHG_600019 600019.XSHG 2010-01-21 00:00:00 0 20418867 0 211797052 0 6.2908 6.2609 6.0982 6.0916 2025-01-08 20:16:49
8 candle_XSHG_600905 600905.XSHG 2010-01-21 00:00:00 0 20418867 0 211797052 0 6.2908 6.2609 6.0982 6.0916 2025-01-08 20:16:49

240
tests/system-test/2-query/pre_transaction-2010-01-04.csv Executable file
View File

@ -0,0 +1,240 @@
"trans_1_600739",1,600739,"2010-01-04 9:25:00.98",19.5900000000,6000.0,"N",5.0,13863.0,226580.0,222710.0,1600780995.0,512221364.0,512221364.0,"N",129827.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13864.0,170994.0,1168.0,1600780996.0,512221370.0,512221370.0,"N",131459.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,13865.0,170994.0,150343.0,1600780997.0,512221371.0,512221371.0,"N",131460.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13866.0,170994.0,170676.0,1600780998.0,512221372.0,512221372.0,"N",131461.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,13867.0,170994.0,171073.0,1600780999.0,512221372.0,512221372.0,"N",131462.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13868.0,170994.0,171164.0,1600781000.0,512221373.0,512221373.0,"N",131463.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13869.0,170994.0,171290.0,1600781001.0,512221374.0,512221374.0,"N",131464.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13870.0,170994.0,171349.0,1600781002.0,512221375.0,512221375.0,"N",131465.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13871.0,170994.0,184934.0,1600781003.0,512221376.0,512221376.0,"N",131466.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13872.0,189376.0,72622.0,1600781004.0,512221376.0,512221376.0,"N",131467.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,400.0,"N",5.0,13873.0,190234.0,72622.0,1600781005.0,512221377.0,512221377.0,"N",131468.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,600.0,"N",5.0,13874.0,193816.0,72622.0,1600781006.0,512221378.0,512221378.0,"N",131469.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,13875.0,206794.0,72622.0,1600781007.0,512221378.0,512221378.0,"N",131470.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1000.0,"N",5.0,13876.0,208785.0,72622.0,1600781008.0,512221379.0,512221379.0,"N",131471.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13877.0,212908.0,72622.0,1600781009.0,512221380.0,512221380.0,"N",131472.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13878.0,215154.0,72622.0,1600781010.0,512221384.0,512221385.0,"N",131473.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,13879.0,215217.0,72622.0,1600781011.0,512221386.0,512221386.0,"N",131474.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,700.0,"N",5.0,13880.0,218560.0,72622.0,1600781012.0,512221386.0,512221386.0,"N",131475.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,13881.0,217936.0,72622.0,1600781013.0,512221387.0,512221387.0,"N",131476.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1500.0,"N",5.0,13882.0,168303.0,72622.0,1600781014.0,512221388.0,512221388.0,"N",131477.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13883.0,205862.0,72622.0,1600781015.0,512221389.0,512221389.0,"N",131478.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,700.0,"N",5.0,13884.0,227586.0,72622.0,1600781016.0,512221390.0,512221390.0,"N",131479.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13885.0,228163.0,72622.0,1600781017.0,512221876.0,512221876.0,"N",131480.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13886.0,228163.0,184394.0,1600781018.0,512221877.0,512221877.0,"N",131481.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,13887.0,228163.0,218053.0,1600781019.0,512221878.0,512221878.0,"N",131482.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,13888.0,202432.0,218053.0,1600781020.0,512221879.0,512221879.0,"N",131483.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13889.0,202432.0,210583.0,1600781021.0,512221880.0,512221880.0,"N",131484.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13890.0,223452.0,210583.0,1600781022.0,512221881.0,512221881.0,"N",131485.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,400.0,"N",5.0,13891.0,224091.0,210583.0,1600781023.0,512221881.0,512221881.0,"N",131486.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13892.0,174039.0,210583.0,1600781024.0,512221882.0,512221882.0,"N",131487.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,13893.0,174169.0,211003.0,1600781025.0,512221883.0,512221883.0,"N",131488.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,400.0,"N",5.0,13894.0,174169.0,211027.0,1600781026.0,512221883.0,512221883.0,"N",131489.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13895.0,174169.0,175330.0,1600781027.0,512221884.0,512221884.0,"N",131490.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13896.0,174169.0,175361.0,1600781028.0,512221885.0,512221885.0,"N",131491.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,13897.0,174169.0,5427.0,1600781029.0,512221886.0,512221886.0,"N",131492.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,13898.0,174169.0,104968.0,1600781030.0,512221886.0,512221886.0,"N",131493.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13899.0,174169.0,197157.0,1600781031.0,512221887.0,512221887.0,"N",131494.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,900.0,"N",5.0,13900.0,174169.0,213073.0,1600781032.0,512221888.0,512221888.0,"N",131495.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13901.0,174202.0,213073.0,1600781033.0,512221889.0,512221889.0,"N",131496.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1000.0,"N",5.0,13902.0,156858.0,213073.0,1600781034.0,512221889.0,512221889.0,"N",131497.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13903.0,221850.0,213073.0,1600781035.0,512221890.0,512221890.0,"N",131498.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13904.0,15931.0,213073.0,1600781036.0,512221891.0,512221891.0,"N",131499.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1200.0,"N",5.0,13905.0,173320.0,213073.0,1600781037.0,512221892.0,512221892.0,"N",131500.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1200.0,"N",5.0,13906.0,187298.0,213073.0,1600781038.0,512221898.0,512221898.0,"N",131501.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,400.0,"N",5.0,13907.0,187298.0,189061.0,1600781039.0,512221899.0,512221899.0,"N",131502.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,13908.0,187298.0,77668.0,1600781040.0,512221900.0,512221900.0,"N",131503.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1200.0,"N",5.0,13909.0,187298.0,220591.0,1600781041.0,512221900.0,512221900.0,"N",131504.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,800.0,"N",5.0,13910.0,204097.0,220591.0,1600781042.0,512221901.0,512221901.0,"N",131505.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,2800.0,"N",5.0,13911.0,226770.0,220591.0,1600781043.0,512221902.0,512221902.0,"N",131506.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13912.0,226770.0,221099.0,1600781044.0,512221903.0,512221903.0,"N",131507.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,13913.0,226770.0,77667.0,1600781045.0,512221908.0,512221908.0,"N",131508.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1700.0,"N",5.0,13914.0,226770.0,176213.0,1600781046.0,512221909.0,512221909.0,"N",131509.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,900.0,"N",5.0,13915.0,226770.0,179993.0,1600781047.0,512221910.0,512221910.0,"N",131510.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13916.0,226770.0,201007.0,1600781048.0,512221910.0,512221910.0,"N",131511.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,5300.0,"N",5.0,13917.0,226770.0,227813.0,1600781049.0,512221912.0,512221912.0,"N",131512.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,13918.0,226770.0,222044.0,1600781050.0,512221913.0,512221913.0,"N",131513.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1300.0,"N",5.0,13919.0,226770.0,222052.0,1600781051.0,512221913.0,512221913.0,"N",131514.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13920.0,226770.0,222073.0,1600781052.0,512221914.0,512221914.0,"N",131515.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,400.0,"N",5.0,13921.0,226770.0,222111.0,1600781053.0,512221918.0,512221918.0,"N",131516.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13922.0,226770.0,223816.0,1600781054.0,512221918.0,512221919.0,"N",131517.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13923.0,226770.0,223893.0,1600781055.0,512221919.0,512221919.0,"N",131518.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13924.0,226770.0,200492.0,1600781056.0,512221920.0,512221920.0,"N",131519.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13925.0,226770.0,213208.0,1600781057.0,512221921.0,512221921.0,"N",131520.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13926.0,226770.0,377.0,1600781058.0,512221925.0,512221925.0,"N",131521.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13927.0,226770.0,10179.0,1600781059.0,512221926.0,512221926.0,"N",131522.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13928.0,226770.0,10813.0,1600781060.0,512221926.0,512221926.0,"N",131523.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13929.0,226770.0,14213.0,1600781061.0,512221927.0,512221927.0,"N",131524.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13930.0,226770.0,45125.0,1600781062.0,512221928.0,512221928.0,"N",131525.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13931.0,223735.0,45125.0,1600781063.0,512221928.0,512221928.0,"N",131526.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13932.0,223735.0,66436.0,1600781064.0,512221934.0,512221934.0,"N",131527.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,4900.0,"N",5.0,13933.0,223735.0,96261.0,1600781065.0,512221935.0,512221935.0,"N",131528.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,5000.0,"N",5.0,13934.0,224814.0,96261.0,1600781066.0,512221935.0,512221935.0,"N",131529.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,3800.0,"N",5.0,13935.0,225287.0,96261.0,1600781067.0,512221936.0,512221936.0,"N",131530.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13936.0,225287.0,110161.0,1600781068.0,512221937.0,512221937.0,"N",131531.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13937.0,225287.0,50745.0,1600781069.0,512221938.0,512221938.0,"N",131532.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13938.0,225287.0,65667.0,1600781070.0,512221938.0,512221938.0,"N",131533.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,13939.0,225287.0,106360.0,1600781071.0,512221939.0,512221939.0,"N",131534.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,13940.0,225287.0,109850.0,1600781072.0,512221940.0,512221940.0,"N",131535.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,900.0,"N",5.0,13941.0,225287.0,140212.0,1600781073.0,512221940.0,512221940.0,"N",131536.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,13942.0,225287.0,160766.0,1600781074.0,512221941.0,512221941.0,"N",131537.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13943.0,225287.0,168951.0,1600781075.0,512221942.0,512221942.0,"N",131538.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,13944.0,225287.0,186616.0,1600781076.0,512221943.0,512221943.0,"N",131539.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13945.0,191244.0,186616.0,1600781077.0,512221950.0,512221950.0,"N",131540.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13946.0,191244.0,195935.0,1600781078.0,512221952.0,512221952.0,"N",131541.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13947.0,191244.0,171637.0,1600781079.0,512221954.0,512221954.0,"N",131542.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,700.0,"N",5.0,13948.0,108848.0,171637.0,1600781080.0,512221956.0,512221956.0,"N",131543.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13949.0,173892.0,171637.0,1600781081.0,512221958.0,512221958.0,"N",131544.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13950.0,223874.0,171637.0,1600781082.0,512221960.0,512221960.0,"N",131545.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13951.0,228894.0,171637.0,1600781083.0,512221962.0,512221962.0,"N",131546.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,400.0,"N",5.0,13952.0,228894.0,171763.0,1600781084.0,512221964.0,512221964.0,"N",131547.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13953.0,228894.0,183729.0,1600781085.0,512221966.0,512221966.0,"N",131548.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,600.0,"N",5.0,13954.0,228894.0,94633.0,1600781086.0,512221968.0,512221968.0,"N",131549.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13955.0,228894.0,204698.0,1600781087.0,512221970.0,512221970.0,"N",131550.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13956.0,228894.0,227169.0,1600781088.0,512221972.0,512221972.0,"N",131551.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,4400.0,"N",5.0,13957.0,228894.0,227349.0,1600781089.0,512221974.0,512221974.0,"N",131552.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1333.0,"N",5.0,13958.0,228894.0,227502.0,1600781090.0,512221976.0,512221976.0,"N",131553.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,4000.0,"N",5.0,13959.0,228894.0,227832.0,1600781091.0,512221978.0,512221978.0,"N",131554.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1500.0,"N",5.0,13960.0,228894.0,176491.0,1600781092.0,512221980.0,512221980.0,"N",131555.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,2200.0,"N",5.0,13961.0,228894.0,179359.0,1600781093.0,512221982.0,512221982.0,"N",131556.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13962.0,228894.0,180509.0,1600781094.0,512221983.0,512221983.0,"N",131557.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13963.0,228894.0,182047.0,1600781095.0,512221985.0,512221985.0,"N",131558.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13964.0,228894.0,225255.0,1600781096.0,512221987.0,512221987.0,"N",131559.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,2700.0,"N",5.0,13965.0,228894.0,159257.0,1600781097.0,512221989.0,512221989.0,"N",131560.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1500.0,"N",5.0,13966.0,228894.0,192167.0,1600781098.0,512221991.0,512221991.0,"N",131561.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,4700.0,"N",5.0,13967.0,228894.0,193069.0,1600781099.0,512221993.0,512221993.0,"N",131562.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13968.0,228894.0,199946.0,1600781100.0,512221995.0,512221995.0,"N",131563.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1000.0,"N",5.0,13969.0,228894.0,223594.0,1600781101.0,512221997.0,512221997.0,"N",131564.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1000.0,"N",5.0,13970.0,228894.0,186461.0,1600781102.0,512221999.0,512221999.0,"N",131565.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,400.0,"N",5.0,13971.0,228894.0,144395.0,1600781103.0,512222001.0,512222001.0,"N",131566.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,3000.0,"N",5.0,13972.0,228894.0,212191.0,1600781104.0,512222003.0,512222003.0,"N",131567.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,2000.0,"N",5.0,13973.0,228894.0,219800.0,1600781105.0,512222005.0,512222005.0,"N",131568.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,13974.0,228894.0,53198.0,1600781106.0,512222007.0,512222007.0,"N",131569.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,13975.0,228894.0,186418.0,1600781107.0,512222008.0,512222008.0,"N",131570.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,10000.0,"N",5.0,13976.0,228894.0,225024.0,1600781108.0,512222008.0,512222008.0,"N",131571.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,13977.0,228894.0,226826.0,1600781109.0,512222028.0,512222028.0,"N",131572.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,13978.0,228894.0,6191.0,1600781110.0,512222030.0,512222030.0,"N",131573.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1000.0,"N",5.0,13979.0,228894.0,32709.0,1600781111.0,512222031.0,512222031.0,"N",131574.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,2000.0,"N",5.0,13980.0,228894.0,41545.0,1600781112.0,512222032.0,512222032.0,"N",131575.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,9400.0,"N",5.0,13981.0,228894.0,105187.0,1600781113.0,512222033.0,512222033.0,"N",131576.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,13982.0,228894.0,210020.0,1600781114.0,512222033.0,512222033.0,"N",131577.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,2000.0,"N",5.0,13983.0,228894.0,218652.0,1600781115.0,512222034.0,512222034.0,"N",131578.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,767.0,"N",5.0,13984.0,228894.0,222077.0,1600781116.0,512222035.0,512222035.0,"N",131579.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,33.0,"N",5.0,13985.0,228897.0,222077.0,1600781117.0,512222035.0,512222035.0,"N",131580.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,13986.0,228897.0,182463.0,1600781118.0,512222036.0,512222036.0,"N",131581.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1000.0,"N",5.0,13987.0,228897.0,202893.0,1600781119.0,512222042.0,512222042.0,"N",131582.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13988.0,228897.0,202997.0,1600781120.0,512222044.0,512222044.0,"N",131583.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13989.0,228897.0,206771.0,1600781121.0,512222047.0,512222047.0,"N",131584.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,767.0,"N",5.0,13990.0,228897.0,209568.0,1600781122.0,512222047.0,512222047.0,"N",131585.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,233.0,"N",5.0,13991.0,228899.0,209568.0,1600781123.0,512222053.0,512222053.0,"N",131586.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,3000.0,"N",5.0,13992.0,228899.0,212809.0,1600781124.0,512222054.0,512222054.0,"N",131587.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,13993.0,228899.0,213551.0,1600781125.0,512222055.0,512222055.0,"N",131588.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13994.0,228899.0,214370.0,1600781126.0,512222055.0,512222056.0,"N",131589.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13995.0,228899.0,217539.0,1600781127.0,512222056.0,512222056.0,"N",131590.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,13996.0,228899.0,218375.0,1600781128.0,512222057.0,512222057.0,"N",131591.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,13997.0,228899.0,62045.0,1600781129.0,512222058.0,512222058.0,"N",131592.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,2700.0,"N",5.0,13998.0,228899.0,225322.0,1600781130.0,512222059.0,512222059.0,"N",131593.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,8900.0,"N",5.0,13999.0,228899.0,220252.0,1600781131.0,512222059.0,512222059.0,"N",131594.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,5000.0,"N",5.0,14000.0,228899.0,221928.0,1600781132.0,512222060.0,512222060.0,"N",131595.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,400.0,"N",5.0,14001.0,228899.0,221977.0,1600781133.0,512222061.0,512222061.0,"N",131596.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1000.0,"N",5.0,14002.0,228899.0,63584.0,1600781134.0,512222061.0,512222062.0,"N",131597.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1000.0,"N",5.0,14003.0,228899.0,224215.0,1600781135.0,512222068.0,512222068.0,"N",131598.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,2100.0,"N",5.0,14004.0,228899.0,225003.0,1600781136.0,512222069.0,512222069.0,"N",131599.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14005.0,228899.0,179710.0,1600781137.0,512222070.0,512222070.0,"N",131600.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14006.0,228899.0,62046.0,1600781138.0,512222071.0,512222071.0,"N",131601.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,700.0,"N",5.0,14007.0,228899.0,224762.0,1600781139.0,512222072.0,512222072.0,"N",131602.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,600.0,"N",5.0,14008.0,228899.0,225780.0,1600781140.0,512222072.0,512222072.0,"N",131603.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,14009.0,228899.0,228048.0,1600781141.0,512222073.0,512222073.0,"N",131604.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1000.0,"N",5.0,14010.0,228899.0,32710.0,1600781142.0,512222074.0,512222074.0,"N",131605.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,2000.0,"N",5.0,14011.0,228899.0,130340.0,1600781143.0,512222075.0,512222075.0,"N",131606.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,14012.0,228899.0,176768.0,1600781144.0,512222075.0,512222075.0,"N",131607.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14013.0,228899.0,62049.0,1600781145.0,512222076.0,512222076.0,"N",131608.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,800.0,"N",5.0,14014.0,228899.0,177524.0,1600781146.0,512222077.0,512222077.0,"N",131609.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14015.0,228899.0,181229.0,1600781147.0,512222078.0,512222078.0,"N",131610.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,400.0,"N",5.0,14016.0,228899.0,41053.0,1600781148.0,512222078.0,512222078.0,"N",131611.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14017.0,228899.0,201890.0,1600781149.0,512222079.0,512222079.0,"N",131612.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,14018.0,228899.0,3587.0,1600781150.0,512222080.0,512222080.0,"N",131613.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14019.0,228899.0,41028.0,1600781151.0,512222081.0,512222081.0,"N",131614.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1000.0,"N",5.0,14020.0,228899.0,63585.0,1600781152.0,512222083.0,512222083.0,"N",131615.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,14021.0,228899.0,218421.0,1600781153.0,512222091.0,512222091.0,"N",131616.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,400.0,"N",5.0,14022.0,228899.0,167040.0,1600781154.0,512222092.0,512222092.0,"N",131617.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14023.0,228899.0,34308.0,1600781155.0,512222093.0,512222093.0,"N",131618.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14024.0,228899.0,62050.0,1600781156.0,512222094.0,512222094.0,"N",131619.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1100.0,"N",5.0,14025.0,228899.0,166014.0,1600781157.0,512222095.0,512222095.0,"N",131620.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14026.0,228899.0,202364.0,1600781158.0,512222095.0,512222095.0,"N",131621.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14027.0,228899.0,214924.0,1600781159.0,512222096.0,512222096.0,"N",131622.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14028.0,228899.0,226028.0,1600781160.0,512222097.0,512222097.0,"N",131623.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1000.0,"N",5.0,14029.0,228899.0,32711.0,1600781161.0,512222097.0,512222098.0,"N",131624.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14030.0,228899.0,76807.0,1600781162.0,512222098.0,512222098.0,"N",131625.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,14031.0,228899.0,150649.0,1600781163.0,512222099.0,512222099.0,"N",131626.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,400.0,"N",5.0,14032.0,228899.0,71032.0,1600781164.0,512222099.0,512222099.0,"N",131627.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,400.0,"N",5.0,14033.0,228899.0,83193.0,1600781165.0,512222100.0,512222100.0,"N",131628.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,867.0,"N",5.0,14034.0,228899.0,140568.0,1600781166.0,512222101.0,512222101.0,"N",131629.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,3400.0,"N",5.0,14035.0,228902.0,140568.0,1600781167.0,512222101.0,512222102.0,"N",131630.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,14036.0,215644.0,140568.0,1600781168.0,512222102.0,512222102.0,"N",131631.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,2133.0,"N",5.0,14037.0,223828.0,140568.0,1600781169.0,512222103.0,512222103.0,"N",131632.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14038.0,223828.0,179126.0,1600781170.0,512222104.0,512222104.0,"N",131633.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14039.0,223828.0,205582.0,1600781171.0,512222109.0,512222109.0,"N",131634.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14040.0,223828.0,216581.0,1600781172.0,512222110.0,512222110.0,"N",131635.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14041.0,223828.0,12989.0,1600781173.0,512222111.0,512222111.0,"N",131636.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14042.0,223828.0,62047.0,1600781174.0,512222112.0,512222112.0,"N",131637.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14043.0,223828.0,62048.0,1600781175.0,512222112.0,512222112.0,"N",131638.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,67.0,"N",5.0,14044.0,223828.0,135040.0,1600781176.0,512222113.0,512222113.0,"N",131639.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14045.0,220953.0,135040.0,1600781177.0,512222131.0,512222131.0,"N",131640.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,33.0,"N",5.0,14046.0,106911.0,135040.0,1600781178.0,512222133.0,512222133.0,"N",131641.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,14047.0,106911.0,192893.0,1600781179.0,512222134.0,512222134.0,"N",131642.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,167.0,"N",5.0,14048.0,106911.0,63586.0,1600781180.0,512222137.0,512222137.0,"N",131643.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,833.0,"N",5.0,14049.0,220739.0,63586.0,1600781181.0,512222139.0,512222139.0,"N",131644.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,2700.0,"N",5.0,14050.0,220739.0,12652.0,1600781182.0,512222140.0,512222140.0,"N",131645.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14051.0,220739.0,109385.0,1600781183.0,512222143.0,512222143.0,"N",131646.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,700.0,"N",5.0,14052.0,220739.0,216747.0,1600781184.0,512222145.0,512222145.0,"N",131647.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14053.0,220739.0,12990.0,1600781185.0,512222146.0,512222146.0,"N",131648.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14054.0,220739.0,61809.0,1600781186.0,512222148.0,512222148.0,"N",131649.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14055.0,220739.0,62051.0,1600781187.0,512222149.0,512222149.0,"N",131650.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14056.0,220739.0,165534.0,1600781188.0,512222150.0,512222150.0,"N",131651.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,2000.0,"N",5.0,14057.0,220739.0,198784.0,1600781189.0,512222156.0,512222156.0,"N",131652.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1000.0,"N",5.0,14058.0,220739.0,32712.0,1600781190.0,512222158.0,512222158.0,"N",131653.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,2000.0,"N",5.0,14059.0,220739.0,41546.0,1600781191.0,512222160.0,512222160.0,"N",131654.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,2400.0,"N",5.0,14060.0,220739.0,214219.0,1600781192.0,512222162.0,512222162.0,"N",131655.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,8900.0,"N",5.0,14061.0,220739.0,75249.0,1600781193.0,512222164.0,512222164.0,"N",131656.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,800.0,"N",5.0,14062.0,220739.0,115157.0,1600781194.0,512222166.0,512222166.0,"N",131657.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,2200.0,"N",5.0,14063.0,220739.0,170983.0,1600781195.0,512222168.0,512222168.0,"N",131658.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1000.0,"N",5.0,14064.0,220739.0,188284.0,1600781196.0,512222170.0,512222170.0,"N",131659.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1000.0,"N",5.0,14065.0,220739.0,208374.0,1600781197.0,512222172.0,512222172.0,"N",131660.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,4000.0,"N",5.0,14066.0,220739.0,212016.0,1600781198.0,512222174.0,512222174.0,"N",131661.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14067.0,220739.0,205044.0,1600781199.0,512222176.0,512222176.0,"N",131662.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,400.0,"N",5.0,14068.0,220739.0,207106.0,1600781200.0,512222178.0,512222178.0,"N",131663.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14069.0,220739.0,22366.0,1600781201.0,512222180.0,512222180.0,"N",131664.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14070.0,220739.0,62052.0,1600781202.0,512222182.0,512222182.0,"N",131665.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,14071.0,220739.0,153017.0,1600781203.0,512222184.0,512222184.0,"N",131666.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14072.0,220739.0,209919.0,1600781204.0,512222186.0,512222186.0,"N",131667.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,400.0,"N",5.0,14073.0,220739.0,213931.0,1600781205.0,512222188.0,512222188.0,"N",131668.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,300.0,"N",5.0,14074.0,220739.0,144375.0,1600781206.0,512222190.0,512222190.0,"N",131669.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,2000.0,"N",5.0,14075.0,220739.0,190115.0,1600781207.0,512222192.0,512222192.0,"N",131670.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,2000.0,"N",5.0,14076.0,220739.0,203179.0,1600781208.0,512222193.0,512222194.0,"N",131671.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14077.0,220739.0,42575.0,1600781209.0,512222195.0,512222195.0,"N",131672.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14078.0,220739.0,109383.0,1600781210.0,512222198.0,512222198.0,"N",131673.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,400.0,"N",5.0,14079.0,220739.0,139296.0,1600781211.0,512222200.0,512222200.0,"N",131674.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14080.0,220739.0,12991.0,1600781212.0,512222202.0,512222202.0,"N",131675.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14081.0,220739.0,63754.0,1600781213.0,512222203.0,512222203.0,"N",131676.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14082.0,220739.0,96471.0,1600781214.0,512222207.0,512222207.0,"N",131677.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14083.0,220739.0,193136.0,1600781215.0,512222208.0,512222208.0,"N",131678.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1000.0,"N",5.0,14084.0,220739.0,32713.0,1600781216.0,512222210.0,512222210.0,"N",131679.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,1000.0,"N",5.0,14085.0,220739.0,63587.0,1600781217.0,512222212.0,512222212.0,"N",131680.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14086.0,220739.0,12992.0,1600781218.0,512222215.0,512222215.0,"N",131681.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,500.0,"N",5.0,14087.0,220739.0,63755.0,1600781219.0,512222217.0,512222217.0,"N",131682.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14088.0,220739.0,84942.0,1600781220.0,512222218.0,512222218.0,"N",131683.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,600.0,"N",5.0,14089.0,220739.0,99310.0,1600781221.0,512222219.0,512222219.0,"N",131684.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14090.0,220739.0,107389.0,1600781222.0,512222220.0,512222220.0,"N",131685.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,200.0,"N",5.0,14091.0,220739.0,148978.0,1600781223.0,512222220.0,512222220.0,"N",131686.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,100.0,"N",5.0,14092.0,220739.0,208949.0,1600781224.0,512222226.0,512222226.0,"N",131687.0
"trans_1_600884",1,600884,"2010-01-04 9:25:00.98",33.4600000000,5867.0,"N",5.0,14093.0,220739.0,219098.0,1600781225.0,512222228.0,512222228.0,"N",131688.0
"trans_1_600885",1,600885,"2010-01-04 9:25:00.98",74.7700000000,100.0,"N",5.0,14094.0,218502.0,88013.0,1600781226.0,512222230.0,512222230.0,"N",131887.0
"trans_1_600885",1,600885,"2010-01-04 9:25:00.98",74.7700000000,100.0,"N",5.0,14095.0,174159.0,88013.0,1600781227.0,512222232.0,512222232.0,"N",131888.0
"trans_1_600885",1,600885,"2010-01-04 9:25:00.98",74.7700000000,100.0,"N",5.0,14096.0,210980.0,88013.0,1600781228.0,512222234.0,512222234.0,"N",131889.0
"trans_1_600885",1,600885,"2010-01-04 9:25:00.98",74.7700000000,100.0,"N",5.0,14097.0,221813.0,88013.0,1600781229.0,512222236.0,512222236.0,"N",131890.0
"trans_1_600885",1,600885,"2010-01-04 9:25:00.98",74.7700000000,600.0,"N",5.0,14098.0,61974.0,88013.0,1600781230.0,512222238.0,512222238.0,"N",131891.0
"trans_1_600885",1,600885,"2010-01-04 9:25:00.98",74.7700000000,700.0,"N",5.0,14099.0,194981.0,166774.0,1600781231.0,512222240.0,512222240.0,"N",131892.0
"trans_1_600885",1,600885,"2010-01-04 9:25:00.98",74.7700000000,100.0,"N",5.0,14100.0,196093.0,166774.0,1600781232.0,512222242.0,512222242.0,"N",131893.0
"trans_1_600885",1,600885,"2010-01-04 9:25:00.98",74.7700000000,100.0,"N",5.0,14101.0,196093.0,225148.0,1600781233.0,512222244.0,512222244.0,"N",131894.0
1 trans_1_600739 1 600739 2010-01-04 9:25:00.98 19.5900000000 6000.0 N 5.0 13863.0 226580.0 222710.0 1600780995.0 512221364.0 512221364.0 N 129827.0
2 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13864.0 170994.0 1168.0 1600780996.0 512221370.0 512221370.0 N 131459.0
3 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 200.0 N 5.0 13865.0 170994.0 150343.0 1600780997.0 512221371.0 512221371.0 N 131460.0
4 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13866.0 170994.0 170676.0 1600780998.0 512221372.0 512221372.0 N 131461.0
5 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 200.0 N 5.0 13867.0 170994.0 171073.0 1600780999.0 512221372.0 512221372.0 N 131462.0
6 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13868.0 170994.0 171164.0 1600781000.0 512221373.0 512221373.0 N 131463.0
7 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13869.0 170994.0 171290.0 1600781001.0 512221374.0 512221374.0 N 131464.0
8 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13870.0 170994.0 171349.0 1600781002.0 512221375.0 512221375.0 N 131465.0
9 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13871.0 170994.0 184934.0 1600781003.0 512221376.0 512221376.0 N 131466.0
10 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13872.0 189376.0 72622.0 1600781004.0 512221376.0 512221376.0 N 131467.0
11 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 400.0 N 5.0 13873.0 190234.0 72622.0 1600781005.0 512221377.0 512221377.0 N 131468.0
12 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 600.0 N 5.0 13874.0 193816.0 72622.0 1600781006.0 512221378.0 512221378.0 N 131469.0
13 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 200.0 N 5.0 13875.0 206794.0 72622.0 1600781007.0 512221378.0 512221378.0 N 131470.0
14 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 1000.0 N 5.0 13876.0 208785.0 72622.0 1600781008.0 512221379.0 512221379.0 N 131471.0
15 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13877.0 212908.0 72622.0 1600781009.0 512221380.0 512221380.0 N 131472.0
16 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13878.0 215154.0 72622.0 1600781010.0 512221384.0 512221385.0 N 131473.0
17 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 200.0 N 5.0 13879.0 215217.0 72622.0 1600781011.0 512221386.0 512221386.0 N 131474.0
18 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 700.0 N 5.0 13880.0 218560.0 72622.0 1600781012.0 512221386.0 512221386.0 N 131475.0
19 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 200.0 N 5.0 13881.0 217936.0 72622.0 1600781013.0 512221387.0 512221387.0 N 131476.0
20 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 1500.0 N 5.0 13882.0 168303.0 72622.0 1600781014.0 512221388.0 512221388.0 N 131477.0
21 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13883.0 205862.0 72622.0 1600781015.0 512221389.0 512221389.0 N 131478.0
22 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 700.0 N 5.0 13884.0 227586.0 72622.0 1600781016.0 512221390.0 512221390.0 N 131479.0
23 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13885.0 228163.0 72622.0 1600781017.0 512221876.0 512221876.0 N 131480.0
24 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13886.0 228163.0 184394.0 1600781018.0 512221877.0 512221877.0 N 131481.0
25 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 13887.0 228163.0 218053.0 1600781019.0 512221878.0 512221878.0 N 131482.0
26 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 13888.0 202432.0 218053.0 1600781020.0 512221879.0 512221879.0 N 131483.0
27 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13889.0 202432.0 210583.0 1600781021.0 512221880.0 512221880.0 N 131484.0
28 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13890.0 223452.0 210583.0 1600781022.0 512221881.0 512221881.0 N 131485.0
29 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 400.0 N 5.0 13891.0 224091.0 210583.0 1600781023.0 512221881.0 512221881.0 N 131486.0
30 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13892.0 174039.0 210583.0 1600781024.0 512221882.0 512221882.0 N 131487.0
31 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 200.0 N 5.0 13893.0 174169.0 211003.0 1600781025.0 512221883.0 512221883.0 N 131488.0
32 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 400.0 N 5.0 13894.0 174169.0 211027.0 1600781026.0 512221883.0 512221883.0 N 131489.0
33 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13895.0 174169.0 175330.0 1600781027.0 512221884.0 512221884.0 N 131490.0
34 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13896.0 174169.0 175361.0 1600781028.0 512221885.0 512221885.0 N 131491.0
35 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 13897.0 174169.0 5427.0 1600781029.0 512221886.0 512221886.0 N 131492.0
36 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 200.0 N 5.0 13898.0 174169.0 104968.0 1600781030.0 512221886.0 512221886.0 N 131493.0
37 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13899.0 174169.0 197157.0 1600781031.0 512221887.0 512221887.0 N 131494.0
38 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 900.0 N 5.0 13900.0 174169.0 213073.0 1600781032.0 512221888.0 512221888.0 N 131495.0
39 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13901.0 174202.0 213073.0 1600781033.0 512221889.0 512221889.0 N 131496.0
40 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 1000.0 N 5.0 13902.0 156858.0 213073.0 1600781034.0 512221889.0 512221889.0 N 131497.0
41 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 300.0 N 5.0 13903.0 221850.0 213073.0 1600781035.0 512221890.0 512221890.0 N 131498.0
42 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 300.0 N 5.0 13904.0 15931.0 213073.0 1600781036.0 512221891.0 512221891.0 N 131499.0
43 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 1200.0 N 5.0 13905.0 173320.0 213073.0 1600781037.0 512221892.0 512221892.0 N 131500.0
44 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 1200.0 N 5.0 13906.0 187298.0 213073.0 1600781038.0 512221898.0 512221898.0 N 131501.0
45 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 400.0 N 5.0 13907.0 187298.0 189061.0 1600781039.0 512221899.0 512221899.0 N 131502.0
46 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 200.0 N 5.0 13908.0 187298.0 77668.0 1600781040.0 512221900.0 512221900.0 N 131503.0
47 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 1200.0 N 5.0 13909.0 187298.0 220591.0 1600781041.0 512221900.0 512221900.0 N 131504.0
48 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 800.0 N 5.0 13910.0 204097.0 220591.0 1600781042.0 512221901.0 512221901.0 N 131505.0
49 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 2800.0 N 5.0 13911.0 226770.0 220591.0 1600781043.0 512221902.0 512221902.0 N 131506.0
50 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13912.0 226770.0 221099.0 1600781044.0 512221903.0 512221903.0 N 131507.0
51 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 200.0 N 5.0 13913.0 226770.0 77667.0 1600781045.0 512221908.0 512221908.0 N 131508.0
52 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 1700.0 N 5.0 13914.0 226770.0 176213.0 1600781046.0 512221909.0 512221909.0 N 131509.0
53 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 900.0 N 5.0 13915.0 226770.0 179993.0 1600781047.0 512221910.0 512221910.0 N 131510.0
54 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13916.0 226770.0 201007.0 1600781048.0 512221910.0 512221910.0 N 131511.0
55 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 5300.0 N 5.0 13917.0 226770.0 227813.0 1600781049.0 512221912.0 512221912.0 N 131512.0
56 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 200.0 N 5.0 13918.0 226770.0 222044.0 1600781050.0 512221913.0 512221913.0 N 131513.0
57 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 1300.0 N 5.0 13919.0 226770.0 222052.0 1600781051.0 512221913.0 512221913.0 N 131514.0
58 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 300.0 N 5.0 13920.0 226770.0 222073.0 1600781052.0 512221914.0 512221914.0 N 131515.0
59 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 400.0 N 5.0 13921.0 226770.0 222111.0 1600781053.0 512221918.0 512221918.0 N 131516.0
60 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13922.0 226770.0 223816.0 1600781054.0 512221918.0 512221919.0 N 131517.0
61 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 300.0 N 5.0 13923.0 226770.0 223893.0 1600781055.0 512221919.0 512221919.0 N 131518.0
62 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 300.0 N 5.0 13924.0 226770.0 200492.0 1600781056.0 512221920.0 512221920.0 N 131519.0
63 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 300.0 N 5.0 13925.0 226770.0 213208.0 1600781057.0 512221921.0 512221921.0 N 131520.0
64 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13926.0 226770.0 377.0 1600781058.0 512221925.0 512221925.0 N 131521.0
65 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 300.0 N 5.0 13927.0 226770.0 10179.0 1600781059.0 512221926.0 512221926.0 N 131522.0
66 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13928.0 226770.0 10813.0 1600781060.0 512221926.0 512221926.0 N 131523.0
67 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 13929.0 226770.0 14213.0 1600781061.0 512221927.0 512221927.0 N 131524.0
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142 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 2100.0 N 5.0 14004.0 228899.0 225003.0 1600781136.0 512222069.0 512222069.0 N 131599.0
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155 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 14017.0 228899.0 201890.0 1600781149.0 512222079.0 512222079.0 N 131612.0
156 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 200.0 N 5.0 14018.0 228899.0 3587.0 1600781150.0 512222080.0 512222080.0 N 131613.0
157 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 14019.0 228899.0 41028.0 1600781151.0 512222081.0 512222081.0 N 131614.0
158 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 1000.0 N 5.0 14020.0 228899.0 63585.0 1600781152.0 512222083.0 512222083.0 N 131615.0
159 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 300.0 N 5.0 14021.0 228899.0 218421.0 1600781153.0 512222091.0 512222091.0 N 131616.0
160 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 400.0 N 5.0 14022.0 228899.0 167040.0 1600781154.0 512222092.0 512222092.0 N 131617.0
161 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 14023.0 228899.0 34308.0 1600781155.0 512222093.0 512222093.0 N 131618.0
162 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 14024.0 228899.0 62050.0 1600781156.0 512222094.0 512222094.0 N 131619.0
163 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 1100.0 N 5.0 14025.0 228899.0 166014.0 1600781157.0 512222095.0 512222095.0 N 131620.0
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165 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 14027.0 228899.0 214924.0 1600781159.0 512222096.0 512222096.0 N 131622.0
166 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 14028.0 228899.0 226028.0 1600781160.0 512222097.0 512222097.0 N 131623.0
167 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 1000.0 N 5.0 14029.0 228899.0 32711.0 1600781161.0 512222097.0 512222098.0 N 131624.0
168 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 14030.0 228899.0 76807.0 1600781162.0 512222098.0 512222098.0 N 131625.0
169 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 300.0 N 5.0 14031.0 228899.0 150649.0 1600781163.0 512222099.0 512222099.0 N 131626.0
170 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 400.0 N 5.0 14032.0 228899.0 71032.0 1600781164.0 512222099.0 512222099.0 N 131627.0
171 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 400.0 N 5.0 14033.0 228899.0 83193.0 1600781165.0 512222100.0 512222100.0 N 131628.0
172 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 867.0 N 5.0 14034.0 228899.0 140568.0 1600781166.0 512222101.0 512222101.0 N 131629.0
173 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 3400.0 N 5.0 14035.0 228902.0 140568.0 1600781167.0 512222101.0 512222102.0 N 131630.0
174 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 300.0 N 5.0 14036.0 215644.0 140568.0 1600781168.0 512222102.0 512222102.0 N 131631.0
175 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 2133.0 N 5.0 14037.0 223828.0 140568.0 1600781169.0 512222103.0 512222103.0 N 131632.0
176 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 14038.0 223828.0 179126.0 1600781170.0 512222104.0 512222104.0 N 131633.0
177 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 14039.0 223828.0 205582.0 1600781171.0 512222109.0 512222109.0 N 131634.0
178 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 14040.0 223828.0 216581.0 1600781172.0 512222110.0 512222110.0 N 131635.0
179 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 14041.0 223828.0 12989.0 1600781173.0 512222111.0 512222111.0 N 131636.0
180 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 14042.0 223828.0 62047.0 1600781174.0 512222112.0 512222112.0 N 131637.0
181 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 14043.0 223828.0 62048.0 1600781175.0 512222112.0 512222112.0 N 131638.0
182 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 67.0 N 5.0 14044.0 223828.0 135040.0 1600781176.0 512222113.0 512222113.0 N 131639.0
183 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 14045.0 220953.0 135040.0 1600781177.0 512222131.0 512222131.0 N 131640.0
184 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 33.0 N 5.0 14046.0 106911.0 135040.0 1600781178.0 512222133.0 512222133.0 N 131641.0
185 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 300.0 N 5.0 14047.0 106911.0 192893.0 1600781179.0 512222134.0 512222134.0 N 131642.0
186 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 167.0 N 5.0 14048.0 106911.0 63586.0 1600781180.0 512222137.0 512222137.0 N 131643.0
187 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 833.0 N 5.0 14049.0 220739.0 63586.0 1600781181.0 512222139.0 512222139.0 N 131644.0
188 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 2700.0 N 5.0 14050.0 220739.0 12652.0 1600781182.0 512222140.0 512222140.0 N 131645.0
189 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 14051.0 220739.0 109385.0 1600781183.0 512222143.0 512222143.0 N 131646.0
190 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 700.0 N 5.0 14052.0 220739.0 216747.0 1600781184.0 512222145.0 512222145.0 N 131647.0
191 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 14053.0 220739.0 12990.0 1600781185.0 512222146.0 512222146.0 N 131648.0
192 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 14054.0 220739.0 61809.0 1600781186.0 512222148.0 512222148.0 N 131649.0
193 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 14055.0 220739.0 62051.0 1600781187.0 512222149.0 512222149.0 N 131650.0
194 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 14056.0 220739.0 165534.0 1600781188.0 512222150.0 512222150.0 N 131651.0
195 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 2000.0 N 5.0 14057.0 220739.0 198784.0 1600781189.0 512222156.0 512222156.0 N 131652.0
196 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 1000.0 N 5.0 14058.0 220739.0 32712.0 1600781190.0 512222158.0 512222158.0 N 131653.0
197 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 2000.0 N 5.0 14059.0 220739.0 41546.0 1600781191.0 512222160.0 512222160.0 N 131654.0
198 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 2400.0 N 5.0 14060.0 220739.0 214219.0 1600781192.0 512222162.0 512222162.0 N 131655.0
199 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 8900.0 N 5.0 14061.0 220739.0 75249.0 1600781193.0 512222164.0 512222164.0 N 131656.0
200 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 800.0 N 5.0 14062.0 220739.0 115157.0 1600781194.0 512222166.0 512222166.0 N 131657.0
201 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 2200.0 N 5.0 14063.0 220739.0 170983.0 1600781195.0 512222168.0 512222168.0 N 131658.0
202 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 1000.0 N 5.0 14064.0 220739.0 188284.0 1600781196.0 512222170.0 512222170.0 N 131659.0
203 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 1000.0 N 5.0 14065.0 220739.0 208374.0 1600781197.0 512222172.0 512222172.0 N 131660.0
204 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 4000.0 N 5.0 14066.0 220739.0 212016.0 1600781198.0 512222174.0 512222174.0 N 131661.0
205 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 14067.0 220739.0 205044.0 1600781199.0 512222176.0 512222176.0 N 131662.0
206 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 400.0 N 5.0 14068.0 220739.0 207106.0 1600781200.0 512222178.0 512222178.0 N 131663.0
207 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 14069.0 220739.0 22366.0 1600781201.0 512222180.0 512222180.0 N 131664.0
208 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 14070.0 220739.0 62052.0 1600781202.0 512222182.0 512222182.0 N 131665.0
209 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 300.0 N 5.0 14071.0 220739.0 153017.0 1600781203.0 512222184.0 512222184.0 N 131666.0
210 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 14072.0 220739.0 209919.0 1600781204.0 512222186.0 512222186.0 N 131667.0
211 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 400.0 N 5.0 14073.0 220739.0 213931.0 1600781205.0 512222188.0 512222188.0 N 131668.0
212 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 300.0 N 5.0 14074.0 220739.0 144375.0 1600781206.0 512222190.0 512222190.0 N 131669.0
213 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 2000.0 N 5.0 14075.0 220739.0 190115.0 1600781207.0 512222192.0 512222192.0 N 131670.0
214 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 2000.0 N 5.0 14076.0 220739.0 203179.0 1600781208.0 512222193.0 512222194.0 N 131671.0
215 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 14077.0 220739.0 42575.0 1600781209.0 512222195.0 512222195.0 N 131672.0
216 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 14078.0 220739.0 109383.0 1600781210.0 512222198.0 512222198.0 N 131673.0
217 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 400.0 N 5.0 14079.0 220739.0 139296.0 1600781211.0 512222200.0 512222200.0 N 131674.0
218 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 14080.0 220739.0 12991.0 1600781212.0 512222202.0 512222202.0 N 131675.0
219 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 14081.0 220739.0 63754.0 1600781213.0 512222203.0 512222203.0 N 131676.0
220 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 14082.0 220739.0 96471.0 1600781214.0 512222207.0 512222207.0 N 131677.0
221 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 14083.0 220739.0 193136.0 1600781215.0 512222208.0 512222208.0 N 131678.0
222 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 1000.0 N 5.0 14084.0 220739.0 32713.0 1600781216.0 512222210.0 512222210.0 N 131679.0
223 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 1000.0 N 5.0 14085.0 220739.0 63587.0 1600781217.0 512222212.0 512222212.0 N 131680.0
224 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 14086.0 220739.0 12992.0 1600781218.0 512222215.0 512222215.0 N 131681.0
225 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 500.0 N 5.0 14087.0 220739.0 63755.0 1600781219.0 512222217.0 512222217.0 N 131682.0
226 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 14088.0 220739.0 84942.0 1600781220.0 512222218.0 512222218.0 N 131683.0
227 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 600.0 N 5.0 14089.0 220739.0 99310.0 1600781221.0 512222219.0 512222219.0 N 131684.0
228 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 14090.0 220739.0 107389.0 1600781222.0 512222220.0 512222220.0 N 131685.0
229 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 200.0 N 5.0 14091.0 220739.0 148978.0 1600781223.0 512222220.0 512222220.0 N 131686.0
230 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 100.0 N 5.0 14092.0 220739.0 208949.0 1600781224.0 512222226.0 512222226.0 N 131687.0
231 trans_1_600884 1 600884 2010-01-04 9:25:00.98 33.4600000000 5867.0 N 5.0 14093.0 220739.0 219098.0 1600781225.0 512222228.0 512222228.0 N 131688.0
232 trans_1_600885 1 600885 2010-01-04 9:25:00.98 74.7700000000 100.0 N 5.0 14094.0 218502.0 88013.0 1600781226.0 512222230.0 512222230.0 N 131887.0
233 trans_1_600885 1 600885 2010-01-04 9:25:00.98 74.7700000000 100.0 N 5.0 14095.0 174159.0 88013.0 1600781227.0 512222232.0 512222232.0 N 131888.0
234 trans_1_600885 1 600885 2010-01-04 9:25:00.98 74.7700000000 100.0 N 5.0 14096.0 210980.0 88013.0 1600781228.0 512222234.0 512222234.0 N 131889.0
235 trans_1_600885 1 600885 2010-01-04 9:25:00.98 74.7700000000 100.0 N 5.0 14097.0 221813.0 88013.0 1600781229.0 512222236.0 512222236.0 N 131890.0
236 trans_1_600885 1 600885 2010-01-04 9:25:00.98 74.7700000000 600.0 N 5.0 14098.0 61974.0 88013.0 1600781230.0 512222238.0 512222238.0 N 131891.0
237 trans_1_600885 1 600885 2010-01-04 9:25:00.98 74.7700000000 700.0 N 5.0 14099.0 194981.0 166774.0 1600781231.0 512222240.0 512222240.0 N 131892.0
238 trans_1_600885 1 600885 2010-01-04 9:25:00.98 74.7700000000 100.0 N 5.0 14100.0 196093.0 166774.0 1600781232.0 512222242.0 512222242.0 N 131893.0
239 trans_1_600885 1 600885 2010-01-04 9:25:00.98 74.7700000000 100.0 N 5.0 14101.0 196093.0 225148.0 1600781233.0 512222244.0 512222244.0 N 131894.0

235
tests/system-test/2-query/pre_transaction-2010-01-21.csv Executable file
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@ -0,0 +1,235 @@
"trans_1_600739",1,600739,"2010-01-21 9:25:00.98",19.5900000000,500.0,"N",5.0,13862.0,224487.0,222710.0,1600780994.0,512221364.0,512221364.0,"N",129826.0
"trans_1_600739",1,600739,"2010-01-21 9:25:00.98",19.5900000000,6000.0,"N",5.0,13863.0,226580.0,222710.0,1600780995.0,512221364.0,512221364.0,"N",129827.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13864.0,170994.0,1168.0,1600780996.0,512221370.0,512221370.0,"N",131459.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,13865.0,170994.0,150343.0,1600780997.0,512221371.0,512221371.0,"N",131460.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13866.0,170994.0,170676.0,1600780998.0,512221372.0,512221372.0,"N",131461.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,13867.0,170994.0,171073.0,1600780999.0,512221372.0,512221372.0,"N",131462.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13868.0,170994.0,171164.0,1600781000.0,512221373.0,512221373.0,"N",131463.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13869.0,170994.0,171290.0,1600781001.0,512221374.0,512221374.0,"N",131464.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13870.0,170994.0,171349.0,1600781002.0,512221375.0,512221375.0,"N",131465.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13871.0,170994.0,184934.0,1600781003.0,512221376.0,512221376.0,"N",131466.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13872.0,189376.0,72622.0,1600781004.0,512221376.0,512221376.0,"N",131467.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,400.0,"N",5.0,13873.0,190234.0,72622.0,1600781005.0,512221377.0,512221377.0,"N",131468.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,600.0,"N",5.0,13874.0,193816.0,72622.0,1600781006.0,512221378.0,512221378.0,"N",131469.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,13875.0,206794.0,72622.0,1600781007.0,512221378.0,512221378.0,"N",131470.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1000.0,"N",5.0,13876.0,208785.0,72622.0,1600781008.0,512221379.0,512221379.0,"N",131471.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13877.0,212908.0,72622.0,1600781009.0,512221380.0,512221380.0,"N",131472.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13878.0,215154.0,72622.0,1600781010.0,512221384.0,512221385.0,"N",131473.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,13879.0,215217.0,72622.0,1600781011.0,512221386.0,512221386.0,"N",131474.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,700.0,"N",5.0,13880.0,218560.0,72622.0,1600781012.0,512221386.0,512221386.0,"N",131475.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,13881.0,217936.0,72622.0,1600781013.0,512221387.0,512221387.0,"N",131476.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1500.0,"N",5.0,13882.0,168303.0,72622.0,1600781014.0,512221388.0,512221388.0,"N",131477.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13883.0,205862.0,72622.0,1600781015.0,512221389.0,512221389.0,"N",131478.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,700.0,"N",5.0,13884.0,227586.0,72622.0,1600781016.0,512221390.0,512221390.0,"N",131479.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13885.0,228163.0,72622.0,1600781017.0,512221876.0,512221876.0,"N",131480.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13886.0,228163.0,184394.0,1600781018.0,512221877.0,512221877.0,"N",131481.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,13887.0,228163.0,218053.0,1600781019.0,512221878.0,512221878.0,"N",131482.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,13888.0,202432.0,218053.0,1600781020.0,512221879.0,512221879.0,"N",131483.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13889.0,202432.0,210583.0,1600781021.0,512221880.0,512221880.0,"N",131484.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13890.0,223452.0,210583.0,1600781022.0,512221881.0,512221881.0,"N",131485.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,400.0,"N",5.0,13891.0,224091.0,210583.0,1600781023.0,512221881.0,512221881.0,"N",131486.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13892.0,174039.0,210583.0,1600781024.0,512221882.0,512221882.0,"N",131487.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,13893.0,174169.0,211003.0,1600781025.0,512221883.0,512221883.0,"N",131488.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,400.0,"N",5.0,13894.0,174169.0,211027.0,1600781026.0,512221883.0,512221883.0,"N",131489.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13895.0,174169.0,175330.0,1600781027.0,512221884.0,512221884.0,"N",131490.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13896.0,174169.0,175361.0,1600781028.0,512221885.0,512221885.0,"N",131491.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,13897.0,174169.0,5427.0,1600781029.0,512221886.0,512221886.0,"N",131492.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,13898.0,174169.0,104968.0,1600781030.0,512221886.0,512221886.0,"N",131493.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13899.0,174169.0,197157.0,1600781031.0,512221887.0,512221887.0,"N",131494.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,900.0,"N",5.0,13900.0,174169.0,213073.0,1600781032.0,512221888.0,512221888.0,"N",131495.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13901.0,174202.0,213073.0,1600781033.0,512221889.0,512221889.0,"N",131496.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1000.0,"N",5.0,13902.0,156858.0,213073.0,1600781034.0,512221889.0,512221889.0,"N",131497.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13903.0,221850.0,213073.0,1600781035.0,512221890.0,512221890.0,"N",131498.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13904.0,15931.0,213073.0,1600781036.0,512221891.0,512221891.0,"N",131499.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1200.0,"N",5.0,13905.0,173320.0,213073.0,1600781037.0,512221892.0,512221892.0,"N",131500.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1200.0,"N",5.0,13906.0,187298.0,213073.0,1600781038.0,512221898.0,512221898.0,"N",131501.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,400.0,"N",5.0,13907.0,187298.0,189061.0,1600781039.0,512221899.0,512221899.0,"N",131502.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,13908.0,187298.0,77668.0,1600781040.0,512221900.0,512221900.0,"N",131503.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1200.0,"N",5.0,13909.0,187298.0,220591.0,1600781041.0,512221900.0,512221900.0,"N",131504.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,800.0,"N",5.0,13910.0,204097.0,220591.0,1600781042.0,512221901.0,512221901.0,"N",131505.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,2800.0,"N",5.0,13911.0,226770.0,220591.0,1600781043.0,512221902.0,512221902.0,"N",131506.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13912.0,226770.0,221099.0,1600781044.0,512221903.0,512221903.0,"N",131507.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,13913.0,226770.0,77667.0,1600781045.0,512221908.0,512221908.0,"N",131508.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1700.0,"N",5.0,13914.0,226770.0,176213.0,1600781046.0,512221909.0,512221909.0,"N",131509.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,900.0,"N",5.0,13915.0,226770.0,179993.0,1600781047.0,512221910.0,512221910.0,"N",131510.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13916.0,226770.0,201007.0,1600781048.0,512221910.0,512221910.0,"N",131511.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,5300.0,"N",5.0,13917.0,226770.0,227813.0,1600781049.0,512221912.0,512221912.0,"N",131512.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,13918.0,226770.0,222044.0,1600781050.0,512221913.0,512221913.0,"N",131513.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1300.0,"N",5.0,13919.0,226770.0,222052.0,1600781051.0,512221913.0,512221913.0,"N",131514.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13920.0,226770.0,222073.0,1600781052.0,512221914.0,512221914.0,"N",131515.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,400.0,"N",5.0,13921.0,226770.0,222111.0,1600781053.0,512221918.0,512221918.0,"N",131516.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13922.0,226770.0,223816.0,1600781054.0,512221918.0,512221919.0,"N",131517.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13923.0,226770.0,223893.0,1600781055.0,512221919.0,512221919.0,"N",131518.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13924.0,226770.0,200492.0,1600781056.0,512221920.0,512221920.0,"N",131519.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13925.0,226770.0,213208.0,1600781057.0,512221921.0,512221921.0,"N",131520.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13926.0,226770.0,377.0,1600781058.0,512221925.0,512221925.0,"N",131521.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13927.0,226770.0,10179.0,1600781059.0,512221926.0,512221926.0,"N",131522.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13928.0,226770.0,10813.0,1600781060.0,512221926.0,512221926.0,"N",131523.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13929.0,226770.0,14213.0,1600781061.0,512221927.0,512221927.0,"N",131524.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13930.0,226770.0,45125.0,1600781062.0,512221928.0,512221928.0,"N",131525.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13931.0,223735.0,45125.0,1600781063.0,512221928.0,512221928.0,"N",131526.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13932.0,223735.0,66436.0,1600781064.0,512221934.0,512221934.0,"N",131527.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,4900.0,"N",5.0,13933.0,223735.0,96261.0,1600781065.0,512221935.0,512221935.0,"N",131528.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,5000.0,"N",5.0,13934.0,224814.0,96261.0,1600781066.0,512221935.0,512221935.0,"N",131529.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,3800.0,"N",5.0,13935.0,225287.0,96261.0,1600781067.0,512221936.0,512221936.0,"N",131530.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13936.0,225287.0,110161.0,1600781068.0,512221937.0,512221937.0,"N",131531.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13937.0,225287.0,50745.0,1600781069.0,512221938.0,512221938.0,"N",131532.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13938.0,225287.0,65667.0,1600781070.0,512221938.0,512221938.0,"N",131533.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,13939.0,225287.0,106360.0,1600781071.0,512221939.0,512221939.0,"N",131534.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,13940.0,225287.0,109850.0,1600781072.0,512221940.0,512221940.0,"N",131535.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,900.0,"N",5.0,13941.0,225287.0,140212.0,1600781073.0,512221940.0,512221940.0,"N",131536.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,13942.0,225287.0,160766.0,1600781074.0,512221941.0,512221941.0,"N",131537.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13943.0,225287.0,168951.0,1600781075.0,512221942.0,512221942.0,"N",131538.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,13944.0,225287.0,186616.0,1600781076.0,512221943.0,512221943.0,"N",131539.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13945.0,191244.0,186616.0,1600781077.0,512221950.0,512221950.0,"N",131540.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13946.0,191244.0,195935.0,1600781078.0,512221952.0,512221952.0,"N",131541.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13947.0,191244.0,171637.0,1600781079.0,512221954.0,512221954.0,"N",131542.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,700.0,"N",5.0,13948.0,108848.0,171637.0,1600781080.0,512221956.0,512221956.0,"N",131543.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13949.0,173892.0,171637.0,1600781081.0,512221958.0,512221958.0,"N",131544.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13950.0,223874.0,171637.0,1600781082.0,512221960.0,512221960.0,"N",131545.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13951.0,228894.0,171637.0,1600781083.0,512221962.0,512221962.0,"N",131546.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,400.0,"N",5.0,13952.0,228894.0,171763.0,1600781084.0,512221964.0,512221964.0,"N",131547.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13953.0,228894.0,183729.0,1600781085.0,512221966.0,512221966.0,"N",131548.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,600.0,"N",5.0,13954.0,228894.0,94633.0,1600781086.0,512221968.0,512221968.0,"N",131549.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13955.0,228894.0,204698.0,1600781087.0,512221970.0,512221970.0,"N",131550.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13956.0,228894.0,227169.0,1600781088.0,512221972.0,512221972.0,"N",131551.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,4400.0,"N",5.0,13957.0,228894.0,227349.0,1600781089.0,512221974.0,512221974.0,"N",131552.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1333.0,"N",5.0,13958.0,228894.0,227502.0,1600781090.0,512221976.0,512221976.0,"N",131553.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,4000.0,"N",5.0,13959.0,228894.0,227832.0,1600781091.0,512221978.0,512221978.0,"N",131554.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1500.0,"N",5.0,13960.0,228894.0,176491.0,1600781092.0,512221980.0,512221980.0,"N",131555.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,2200.0,"N",5.0,13961.0,228894.0,179359.0,1600781093.0,512221982.0,512221982.0,"N",131556.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13962.0,228894.0,180509.0,1600781094.0,512221983.0,512221983.0,"N",131557.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13963.0,228894.0,182047.0,1600781095.0,512221985.0,512221985.0,"N",131558.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13964.0,228894.0,225255.0,1600781096.0,512221987.0,512221987.0,"N",131559.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,2700.0,"N",5.0,13965.0,228894.0,159257.0,1600781097.0,512221989.0,512221989.0,"N",131560.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1500.0,"N",5.0,13966.0,228894.0,192167.0,1600781098.0,512221991.0,512221991.0,"N",131561.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,4700.0,"N",5.0,13967.0,228894.0,193069.0,1600781099.0,512221993.0,512221993.0,"N",131562.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13968.0,228894.0,199946.0,1600781100.0,512221995.0,512221995.0,"N",131563.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1000.0,"N",5.0,13969.0,228894.0,223594.0,1600781101.0,512221997.0,512221997.0,"N",131564.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1000.0,"N",5.0,13970.0,228894.0,186461.0,1600781102.0,512221999.0,512221999.0,"N",131565.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,400.0,"N",5.0,13971.0,228894.0,144395.0,1600781103.0,512222001.0,512222001.0,"N",131566.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,3000.0,"N",5.0,13972.0,228894.0,212191.0,1600781104.0,512222003.0,512222003.0,"N",131567.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,2000.0,"N",5.0,13973.0,228894.0,219800.0,1600781105.0,512222005.0,512222005.0,"N",131568.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,13974.0,228894.0,53198.0,1600781106.0,512222007.0,512222007.0,"N",131569.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,13975.0,228894.0,186418.0,1600781107.0,512222008.0,512222008.0,"N",131570.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,10000.0,"N",5.0,13976.0,228894.0,225024.0,1600781108.0,512222008.0,512222008.0,"N",131571.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,13977.0,228894.0,226826.0,1600781109.0,512222028.0,512222028.0,"N",131572.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,13978.0,228894.0,6191.0,1600781110.0,512222030.0,512222030.0,"N",131573.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1000.0,"N",5.0,13979.0,228894.0,32709.0,1600781111.0,512222031.0,512222031.0,"N",131574.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,2000.0,"N",5.0,13980.0,228894.0,41545.0,1600781112.0,512222032.0,512222032.0,"N",131575.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,9400.0,"N",5.0,13981.0,228894.0,105187.0,1600781113.0,512222033.0,512222033.0,"N",131576.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,13982.0,228894.0,210020.0,1600781114.0,512222033.0,512222033.0,"N",131577.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,2000.0,"N",5.0,13983.0,228894.0,218652.0,1600781115.0,512222034.0,512222034.0,"N",131578.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,767.0,"N",5.0,13984.0,228894.0,222077.0,1600781116.0,512222035.0,512222035.0,"N",131579.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,33.0,"N",5.0,13985.0,228897.0,222077.0,1600781117.0,512222035.0,512222035.0,"N",131580.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,13986.0,228897.0,182463.0,1600781118.0,512222036.0,512222036.0,"N",131581.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1000.0,"N",5.0,13987.0,228897.0,202893.0,1600781119.0,512222042.0,512222042.0,"N",131582.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13988.0,228897.0,202997.0,1600781120.0,512222044.0,512222044.0,"N",131583.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13989.0,228897.0,206771.0,1600781121.0,512222047.0,512222047.0,"N",131584.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,767.0,"N",5.0,13990.0,228897.0,209568.0,1600781122.0,512222047.0,512222047.0,"N",131585.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,233.0,"N",5.0,13991.0,228899.0,209568.0,1600781123.0,512222053.0,512222053.0,"N",131586.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,3000.0,"N",5.0,13992.0,228899.0,212809.0,1600781124.0,512222054.0,512222054.0,"N",131587.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,13993.0,228899.0,213551.0,1600781125.0,512222055.0,512222055.0,"N",131588.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13994.0,228899.0,214370.0,1600781126.0,512222055.0,512222056.0,"N",131589.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13995.0,228899.0,217539.0,1600781127.0,512222056.0,512222056.0,"N",131590.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,13996.0,228899.0,218375.0,1600781128.0,512222057.0,512222057.0,"N",131591.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,13997.0,228899.0,62045.0,1600781129.0,512222058.0,512222058.0,"N",131592.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,2700.0,"N",5.0,13998.0,228899.0,225322.0,1600781130.0,512222059.0,512222059.0,"N",131593.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,8900.0,"N",5.0,13999.0,228899.0,220252.0,1600781131.0,512222059.0,512222059.0,"N",131594.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,5000.0,"N",5.0,14000.0,228899.0,221928.0,1600781132.0,512222060.0,512222060.0,"N",131595.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,400.0,"N",5.0,14001.0,228899.0,221977.0,1600781133.0,512222061.0,512222061.0,"N",131596.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1000.0,"N",5.0,14002.0,228899.0,63584.0,1600781134.0,512222061.0,512222062.0,"N",131597.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1000.0,"N",5.0,14003.0,228899.0,224215.0,1600781135.0,512222068.0,512222068.0,"N",131598.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,2100.0,"N",5.0,14004.0,228899.0,225003.0,1600781136.0,512222069.0,512222069.0,"N",131599.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14005.0,228899.0,179710.0,1600781137.0,512222070.0,512222070.0,"N",131600.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14006.0,228899.0,62046.0,1600781138.0,512222071.0,512222071.0,"N",131601.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,700.0,"N",5.0,14007.0,228899.0,224762.0,1600781139.0,512222072.0,512222072.0,"N",131602.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,600.0,"N",5.0,14008.0,228899.0,225780.0,1600781140.0,512222072.0,512222072.0,"N",131603.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,14009.0,228899.0,228048.0,1600781141.0,512222073.0,512222073.0,"N",131604.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1000.0,"N",5.0,14010.0,228899.0,32710.0,1600781142.0,512222074.0,512222074.0,"N",131605.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,2000.0,"N",5.0,14011.0,228899.0,130340.0,1600781143.0,512222075.0,512222075.0,"N",131606.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,14012.0,228899.0,176768.0,1600781144.0,512222075.0,512222075.0,"N",131607.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14013.0,228899.0,62049.0,1600781145.0,512222076.0,512222076.0,"N",131608.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,800.0,"N",5.0,14014.0,228899.0,177524.0,1600781146.0,512222077.0,512222077.0,"N",131609.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14015.0,228899.0,181229.0,1600781147.0,512222078.0,512222078.0,"N",131610.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,400.0,"N",5.0,14016.0,228899.0,41053.0,1600781148.0,512222078.0,512222078.0,"N",131611.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14017.0,228899.0,201890.0,1600781149.0,512222079.0,512222079.0,"N",131612.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,14018.0,228899.0,3587.0,1600781150.0,512222080.0,512222080.0,"N",131613.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14019.0,228899.0,41028.0,1600781151.0,512222081.0,512222081.0,"N",131614.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1000.0,"N",5.0,14020.0,228899.0,63585.0,1600781152.0,512222083.0,512222083.0,"N",131615.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,14021.0,228899.0,218421.0,1600781153.0,512222091.0,512222091.0,"N",131616.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,400.0,"N",5.0,14022.0,228899.0,167040.0,1600781154.0,512222092.0,512222092.0,"N",131617.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14023.0,228899.0,34308.0,1600781155.0,512222093.0,512222093.0,"N",131618.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14024.0,228899.0,62050.0,1600781156.0,512222094.0,512222094.0,"N",131619.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1100.0,"N",5.0,14025.0,228899.0,166014.0,1600781157.0,512222095.0,512222095.0,"N",131620.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14026.0,228899.0,202364.0,1600781158.0,512222095.0,512222095.0,"N",131621.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14027.0,228899.0,214924.0,1600781159.0,512222096.0,512222096.0,"N",131622.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14028.0,228899.0,226028.0,1600781160.0,512222097.0,512222097.0,"N",131623.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1000.0,"N",5.0,14029.0,228899.0,32711.0,1600781161.0,512222097.0,512222098.0,"N",131624.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14030.0,228899.0,76807.0,1600781162.0,512222098.0,512222098.0,"N",131625.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,14031.0,228899.0,150649.0,1600781163.0,512222099.0,512222099.0,"N",131626.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,400.0,"N",5.0,14032.0,228899.0,71032.0,1600781164.0,512222099.0,512222099.0,"N",131627.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,400.0,"N",5.0,14033.0,228899.0,83193.0,1600781165.0,512222100.0,512222100.0,"N",131628.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,867.0,"N",5.0,14034.0,228899.0,140568.0,1600781166.0,512222101.0,512222101.0,"N",131629.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,3400.0,"N",5.0,14035.0,228902.0,140568.0,1600781167.0,512222101.0,512222102.0,"N",131630.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,14036.0,215644.0,140568.0,1600781168.0,512222102.0,512222102.0,"N",131631.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,2133.0,"N",5.0,14037.0,223828.0,140568.0,1600781169.0,512222103.0,512222103.0,"N",131632.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14038.0,223828.0,179126.0,1600781170.0,512222104.0,512222104.0,"N",131633.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14039.0,223828.0,205582.0,1600781171.0,512222109.0,512222109.0,"N",131634.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14040.0,223828.0,216581.0,1600781172.0,512222110.0,512222110.0,"N",131635.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14041.0,223828.0,12989.0,1600781173.0,512222111.0,512222111.0,"N",131636.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14042.0,223828.0,62047.0,1600781174.0,512222112.0,512222112.0,"N",131637.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14043.0,223828.0,62048.0,1600781175.0,512222112.0,512222112.0,"N",131638.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,67.0,"N",5.0,14044.0,223828.0,135040.0,1600781176.0,512222113.0,512222113.0,"N",131639.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14045.0,220953.0,135040.0,1600781177.0,512222131.0,512222131.0,"N",131640.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,33.0,"N",5.0,14046.0,106911.0,135040.0,1600781178.0,512222133.0,512222133.0,"N",131641.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,14047.0,106911.0,192893.0,1600781179.0,512222134.0,512222134.0,"N",131642.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,167.0,"N",5.0,14048.0,106911.0,63586.0,1600781180.0,512222137.0,512222137.0,"N",131643.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,833.0,"N",5.0,14049.0,220739.0,63586.0,1600781181.0,512222139.0,512222139.0,"N",131644.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,2700.0,"N",5.0,14050.0,220739.0,12652.0,1600781182.0,512222140.0,512222140.0,"N",131645.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14051.0,220739.0,109385.0,1600781183.0,512222143.0,512222143.0,"N",131646.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,700.0,"N",5.0,14052.0,220739.0,216747.0,1600781184.0,512222145.0,512222145.0,"N",131647.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14053.0,220739.0,12990.0,1600781185.0,512222146.0,512222146.0,"N",131648.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14054.0,220739.0,61809.0,1600781186.0,512222148.0,512222148.0,"N",131649.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14055.0,220739.0,62051.0,1600781187.0,512222149.0,512222149.0,"N",131650.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14056.0,220739.0,165534.0,1600781188.0,512222150.0,512222150.0,"N",131651.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,2000.0,"N",5.0,14057.0,220739.0,198784.0,1600781189.0,512222156.0,512222156.0,"N",131652.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1000.0,"N",5.0,14058.0,220739.0,32712.0,1600781190.0,512222158.0,512222158.0,"N",131653.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,2000.0,"N",5.0,14059.0,220739.0,41546.0,1600781191.0,512222160.0,512222160.0,"N",131654.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,2400.0,"N",5.0,14060.0,220739.0,214219.0,1600781192.0,512222162.0,512222162.0,"N",131655.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,8900.0,"N",5.0,14061.0,220739.0,75249.0,1600781193.0,512222164.0,512222164.0,"N",131656.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,800.0,"N",5.0,14062.0,220739.0,115157.0,1600781194.0,512222166.0,512222166.0,"N",131657.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,2200.0,"N",5.0,14063.0,220739.0,170983.0,1600781195.0,512222168.0,512222168.0,"N",131658.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1000.0,"N",5.0,14064.0,220739.0,188284.0,1600781196.0,512222170.0,512222170.0,"N",131659.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1000.0,"N",5.0,14065.0,220739.0,208374.0,1600781197.0,512222172.0,512222172.0,"N",131660.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,4000.0,"N",5.0,14066.0,220739.0,212016.0,1600781198.0,512222174.0,512222174.0,"N",131661.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14067.0,220739.0,205044.0,1600781199.0,512222176.0,512222176.0,"N",131662.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,400.0,"N",5.0,14068.0,220739.0,207106.0,1600781200.0,512222178.0,512222178.0,"N",131663.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14069.0,220739.0,22366.0,1600781201.0,512222180.0,512222180.0,"N",131664.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14070.0,220739.0,62052.0,1600781202.0,512222182.0,512222182.0,"N",131665.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,14071.0,220739.0,153017.0,1600781203.0,512222184.0,512222184.0,"N",131666.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14072.0,220739.0,209919.0,1600781204.0,512222186.0,512222186.0,"N",131667.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,400.0,"N",5.0,14073.0,220739.0,213931.0,1600781205.0,512222188.0,512222188.0,"N",131668.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,300.0,"N",5.0,14074.0,220739.0,144375.0,1600781206.0,512222190.0,512222190.0,"N",131669.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,2000.0,"N",5.0,14075.0,220739.0,190115.0,1600781207.0,512222192.0,512222192.0,"N",131670.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,2000.0,"N",5.0,14076.0,220739.0,203179.0,1600781208.0,512222193.0,512222194.0,"N",131671.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14077.0,220739.0,42575.0,1600781209.0,512222195.0,512222195.0,"N",131672.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14078.0,220739.0,109383.0,1600781210.0,512222198.0,512222198.0,"N",131673.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,400.0,"N",5.0,14079.0,220739.0,139296.0,1600781211.0,512222200.0,512222200.0,"N",131674.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14080.0,220739.0,12991.0,1600781212.0,512222202.0,512222202.0,"N",131675.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14081.0,220739.0,63754.0,1600781213.0,512222203.0,512222203.0,"N",131676.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14082.0,220739.0,96471.0,1600781214.0,512222207.0,512222207.0,"N",131677.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14083.0,220739.0,193136.0,1600781215.0,512222208.0,512222208.0,"N",131678.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1000.0,"N",5.0,14084.0,220739.0,32713.0,1600781216.0,512222210.0,512222210.0,"N",131679.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,1000.0,"N",5.0,14085.0,220739.0,63587.0,1600781217.0,512222212.0,512222212.0,"N",131680.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14086.0,220739.0,12992.0,1600781218.0,512222215.0,512222215.0,"N",131681.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,500.0,"N",5.0,14087.0,220739.0,63755.0,1600781219.0,512222217.0,512222217.0,"N",131682.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14088.0,220739.0,84942.0,1600781220.0,512222218.0,512222218.0,"N",131683.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,600.0,"N",5.0,14089.0,220739.0,99310.0,1600781221.0,512222219.0,512222219.0,"N",131684.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14090.0,220739.0,107389.0,1600781222.0,512222220.0,512222220.0,"N",131685.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,200.0,"N",5.0,14091.0,220739.0,148978.0,1600781223.0,512222220.0,512222220.0,"N",131686.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,100.0,"N",5.0,14092.0,220739.0,208949.0,1600781224.0,512222226.0,512222226.0,"N",131687.0
"trans_1_600884",1,600884,"2010-01-21 9:25:00.98",33.4600000000,5867.0,"N",5.0,14093.0,220739.0,219098.0,1600781225.0,512222228.0,512222228.0,"N",131688.0
"trans_1_600885",1,600885,"2010-01-21 9:25:00.98",74.7700000000,100.0,"N",5.0,14094.0,218502.0,88013.0,1600781226.0,512222230.0,512222230.0,"N",131887.0
"trans_1_600885",1,600885,"2010-01-21 9:25:00.98",74.7700000000,100.0,"N",5.0,14095.0,174159.0,88013.0,1600781227.0,512222232.0,512222232.0,"N",131888.0
"trans_1_600885",1,600885,"2010-01-21 9:25:00.98",74.7700000000,100.0,"N",5.0,14096.0,210980.0,88013.0,1600781228.0,512222234.0,512222234.0,"N",131889.0
1 trans_1_600739 1 600739 2010-01-21 9:25:00.98 19.5900000000 500.0 N 5.0 13862.0 224487.0 222710.0 1600780994.0 512221364.0 512221364.0 N 129826.0
2 trans_1_600739 1 600739 2010-01-21 9:25:00.98 19.5900000000 6000.0 N 5.0 13863.0 226580.0 222710.0 1600780995.0 512221364.0 512221364.0 N 129827.0
3 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13864.0 170994.0 1168.0 1600780996.0 512221370.0 512221370.0 N 131459.0
4 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 200.0 N 5.0 13865.0 170994.0 150343.0 1600780997.0 512221371.0 512221371.0 N 131460.0
5 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13866.0 170994.0 170676.0 1600780998.0 512221372.0 512221372.0 N 131461.0
6 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 200.0 N 5.0 13867.0 170994.0 171073.0 1600780999.0 512221372.0 512221372.0 N 131462.0
7 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13868.0 170994.0 171164.0 1600781000.0 512221373.0 512221373.0 N 131463.0
8 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13869.0 170994.0 171290.0 1600781001.0 512221374.0 512221374.0 N 131464.0
9 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13870.0 170994.0 171349.0 1600781002.0 512221375.0 512221375.0 N 131465.0
10 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13871.0 170994.0 184934.0 1600781003.0 512221376.0 512221376.0 N 131466.0
11 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13872.0 189376.0 72622.0 1600781004.0 512221376.0 512221376.0 N 131467.0
12 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 400.0 N 5.0 13873.0 190234.0 72622.0 1600781005.0 512221377.0 512221377.0 N 131468.0
13 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 600.0 N 5.0 13874.0 193816.0 72622.0 1600781006.0 512221378.0 512221378.0 N 131469.0
14 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 200.0 N 5.0 13875.0 206794.0 72622.0 1600781007.0 512221378.0 512221378.0 N 131470.0
15 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 1000.0 N 5.0 13876.0 208785.0 72622.0 1600781008.0 512221379.0 512221379.0 N 131471.0
16 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13877.0 212908.0 72622.0 1600781009.0 512221380.0 512221380.0 N 131472.0
17 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13878.0 215154.0 72622.0 1600781010.0 512221384.0 512221385.0 N 131473.0
18 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 200.0 N 5.0 13879.0 215217.0 72622.0 1600781011.0 512221386.0 512221386.0 N 131474.0
19 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 700.0 N 5.0 13880.0 218560.0 72622.0 1600781012.0 512221386.0 512221386.0 N 131475.0
20 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 200.0 N 5.0 13881.0 217936.0 72622.0 1600781013.0 512221387.0 512221387.0 N 131476.0
21 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 1500.0 N 5.0 13882.0 168303.0 72622.0 1600781014.0 512221388.0 512221388.0 N 131477.0
22 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13883.0 205862.0 72622.0 1600781015.0 512221389.0 512221389.0 N 131478.0
23 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 700.0 N 5.0 13884.0 227586.0 72622.0 1600781016.0 512221390.0 512221390.0 N 131479.0
24 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13885.0 228163.0 72622.0 1600781017.0 512221876.0 512221876.0 N 131480.0
25 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13886.0 228163.0 184394.0 1600781018.0 512221877.0 512221877.0 N 131481.0
26 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 500.0 N 5.0 13887.0 228163.0 218053.0 1600781019.0 512221878.0 512221878.0 N 131482.0
27 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 500.0 N 5.0 13888.0 202432.0 218053.0 1600781020.0 512221879.0 512221879.0 N 131483.0
28 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13889.0 202432.0 210583.0 1600781021.0 512221880.0 512221880.0 N 131484.0
29 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13890.0 223452.0 210583.0 1600781022.0 512221881.0 512221881.0 N 131485.0
30 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 400.0 N 5.0 13891.0 224091.0 210583.0 1600781023.0 512221881.0 512221881.0 N 131486.0
31 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13892.0 174039.0 210583.0 1600781024.0 512221882.0 512221882.0 N 131487.0
32 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 200.0 N 5.0 13893.0 174169.0 211003.0 1600781025.0 512221883.0 512221883.0 N 131488.0
33 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 400.0 N 5.0 13894.0 174169.0 211027.0 1600781026.0 512221883.0 512221883.0 N 131489.0
34 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13895.0 174169.0 175330.0 1600781027.0 512221884.0 512221884.0 N 131490.0
35 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13896.0 174169.0 175361.0 1600781028.0 512221885.0 512221885.0 N 131491.0
36 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 500.0 N 5.0 13897.0 174169.0 5427.0 1600781029.0 512221886.0 512221886.0 N 131492.0
37 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 200.0 N 5.0 13898.0 174169.0 104968.0 1600781030.0 512221886.0 512221886.0 N 131493.0
38 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13899.0 174169.0 197157.0 1600781031.0 512221887.0 512221887.0 N 131494.0
39 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 900.0 N 5.0 13900.0 174169.0 213073.0 1600781032.0 512221888.0 512221888.0 N 131495.0
40 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13901.0 174202.0 213073.0 1600781033.0 512221889.0 512221889.0 N 131496.0
41 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 1000.0 N 5.0 13902.0 156858.0 213073.0 1600781034.0 512221889.0 512221889.0 N 131497.0
42 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 300.0 N 5.0 13903.0 221850.0 213073.0 1600781035.0 512221890.0 512221890.0 N 131498.0
43 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 300.0 N 5.0 13904.0 15931.0 213073.0 1600781036.0 512221891.0 512221891.0 N 131499.0
44 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 1200.0 N 5.0 13905.0 173320.0 213073.0 1600781037.0 512221892.0 512221892.0 N 131500.0
45 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 1200.0 N 5.0 13906.0 187298.0 213073.0 1600781038.0 512221898.0 512221898.0 N 131501.0
46 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 400.0 N 5.0 13907.0 187298.0 189061.0 1600781039.0 512221899.0 512221899.0 N 131502.0
47 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 200.0 N 5.0 13908.0 187298.0 77668.0 1600781040.0 512221900.0 512221900.0 N 131503.0
48 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 1200.0 N 5.0 13909.0 187298.0 220591.0 1600781041.0 512221900.0 512221900.0 N 131504.0
49 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 800.0 N 5.0 13910.0 204097.0 220591.0 1600781042.0 512221901.0 512221901.0 N 131505.0
50 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 2800.0 N 5.0 13911.0 226770.0 220591.0 1600781043.0 512221902.0 512221902.0 N 131506.0
51 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13912.0 226770.0 221099.0 1600781044.0 512221903.0 512221903.0 N 131507.0
52 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 200.0 N 5.0 13913.0 226770.0 77667.0 1600781045.0 512221908.0 512221908.0 N 131508.0
53 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 1700.0 N 5.0 13914.0 226770.0 176213.0 1600781046.0 512221909.0 512221909.0 N 131509.0
54 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 900.0 N 5.0 13915.0 226770.0 179993.0 1600781047.0 512221910.0 512221910.0 N 131510.0
55 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13916.0 226770.0 201007.0 1600781048.0 512221910.0 512221910.0 N 131511.0
56 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 5300.0 N 5.0 13917.0 226770.0 227813.0 1600781049.0 512221912.0 512221912.0 N 131512.0
57 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 200.0 N 5.0 13918.0 226770.0 222044.0 1600781050.0 512221913.0 512221913.0 N 131513.0
58 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 1300.0 N 5.0 13919.0 226770.0 222052.0 1600781051.0 512221913.0 512221913.0 N 131514.0
59 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 300.0 N 5.0 13920.0 226770.0 222073.0 1600781052.0 512221914.0 512221914.0 N 131515.0
60 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 400.0 N 5.0 13921.0 226770.0 222111.0 1600781053.0 512221918.0 512221918.0 N 131516.0
61 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13922.0 226770.0 223816.0 1600781054.0 512221918.0 512221919.0 N 131517.0
62 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 300.0 N 5.0 13923.0 226770.0 223893.0 1600781055.0 512221919.0 512221919.0 N 131518.0
63 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 300.0 N 5.0 13924.0 226770.0 200492.0 1600781056.0 512221920.0 512221920.0 N 131519.0
64 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 300.0 N 5.0 13925.0 226770.0 213208.0 1600781057.0 512221921.0 512221921.0 N 131520.0
65 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13926.0 226770.0 377.0 1600781058.0 512221925.0 512221925.0 N 131521.0
66 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 300.0 N 5.0 13927.0 226770.0 10179.0 1600781059.0 512221926.0 512221926.0 N 131522.0
67 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13928.0 226770.0 10813.0 1600781060.0 512221926.0 512221926.0 N 131523.0
68 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13929.0 226770.0 14213.0 1600781061.0 512221927.0 512221927.0 N 131524.0
69 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13930.0 226770.0 45125.0 1600781062.0 512221928.0 512221928.0 N 131525.0
70 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13931.0 223735.0 45125.0 1600781063.0 512221928.0 512221928.0 N 131526.0
71 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13932.0 223735.0 66436.0 1600781064.0 512221934.0 512221934.0 N 131527.0
72 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 4900.0 N 5.0 13933.0 223735.0 96261.0 1600781065.0 512221935.0 512221935.0 N 131528.0
73 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 5000.0 N 5.0 13934.0 224814.0 96261.0 1600781066.0 512221935.0 512221935.0 N 131529.0
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83 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 200.0 N 5.0 13944.0 225287.0 186616.0 1600781076.0 512221943.0 512221943.0 N 131539.0
84 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13945.0 191244.0 186616.0 1600781077.0 512221950.0 512221950.0 N 131540.0
85 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 300.0 N 5.0 13946.0 191244.0 195935.0 1600781078.0 512221952.0 512221952.0 N 131541.0
86 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13947.0 191244.0 171637.0 1600781079.0 512221954.0 512221954.0 N 131542.0
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88 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13949.0 173892.0 171637.0 1600781081.0 512221958.0 512221958.0 N 131544.0
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92 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 300.0 N 5.0 13953.0 228894.0 183729.0 1600781085.0 512221966.0 512221966.0 N 131548.0
93 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 600.0 N 5.0 13954.0 228894.0 94633.0 1600781086.0 512221968.0 512221968.0 N 131549.0
94 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 300.0 N 5.0 13955.0 228894.0 204698.0 1600781087.0 512221970.0 512221970.0 N 131550.0
95 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 300.0 N 5.0 13956.0 228894.0 227169.0 1600781088.0 512221972.0 512221972.0 N 131551.0
96 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 4400.0 N 5.0 13957.0 228894.0 227349.0 1600781089.0 512221974.0 512221974.0 N 131552.0
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98 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 4000.0 N 5.0 13959.0 228894.0 227832.0 1600781091.0 512221978.0 512221978.0 N 131554.0
99 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 1500.0 N 5.0 13960.0 228894.0 176491.0 1600781092.0 512221980.0 512221980.0 N 131555.0
100 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 2200.0 N 5.0 13961.0 228894.0 179359.0 1600781093.0 512221982.0 512221982.0 N 131556.0
101 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 300.0 N 5.0 13962.0 228894.0 180509.0 1600781094.0 512221983.0 512221983.0 N 131557.0
102 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 13963.0 228894.0 182047.0 1600781095.0 512221985.0 512221985.0 N 131558.0
103 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 300.0 N 5.0 13964.0 228894.0 225255.0 1600781096.0 512221987.0 512221987.0 N 131559.0
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217 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 14078.0 220739.0 109383.0 1600781210.0 512222198.0 512222198.0 N 131673.0
218 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 400.0 N 5.0 14079.0 220739.0 139296.0 1600781211.0 512222200.0 512222200.0 N 131674.0
219 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 500.0 N 5.0 14080.0 220739.0 12991.0 1600781212.0 512222202.0 512222202.0 N 131675.0
220 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 500.0 N 5.0 14081.0 220739.0 63754.0 1600781213.0 512222203.0 512222203.0 N 131676.0
221 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 14082.0 220739.0 96471.0 1600781214.0 512222207.0 512222207.0 N 131677.0
222 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 500.0 N 5.0 14083.0 220739.0 193136.0 1600781215.0 512222208.0 512222208.0 N 131678.0
223 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 1000.0 N 5.0 14084.0 220739.0 32713.0 1600781216.0 512222210.0 512222210.0 N 131679.0
224 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 1000.0 N 5.0 14085.0 220739.0 63587.0 1600781217.0 512222212.0 512222212.0 N 131680.0
225 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 500.0 N 5.0 14086.0 220739.0 12992.0 1600781218.0 512222215.0 512222215.0 N 131681.0
226 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 500.0 N 5.0 14087.0 220739.0 63755.0 1600781219.0 512222217.0 512222217.0 N 131682.0
227 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 14088.0 220739.0 84942.0 1600781220.0 512222218.0 512222218.0 N 131683.0
228 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 600.0 N 5.0 14089.0 220739.0 99310.0 1600781221.0 512222219.0 512222219.0 N 131684.0
229 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 14090.0 220739.0 107389.0 1600781222.0 512222220.0 512222220.0 N 131685.0
230 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 200.0 N 5.0 14091.0 220739.0 148978.0 1600781223.0 512222220.0 512222220.0 N 131686.0
231 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 100.0 N 5.0 14092.0 220739.0 208949.0 1600781224.0 512222226.0 512222226.0 N 131687.0
232 trans_1_600884 1 600884 2010-01-21 9:25:00.98 33.4600000000 5867.0 N 5.0 14093.0 220739.0 219098.0 1600781225.0 512222228.0 512222228.0 N 131688.0
233 trans_1_600885 1 600885 2010-01-21 9:25:00.98 74.7700000000 100.0 N 5.0 14094.0 218502.0 88013.0 1600781226.0 512222230.0 512222230.0 N 131887.0
234 trans_1_600885 1 600885 2010-01-21 9:25:00.98 74.7700000000 100.0 N 5.0 14095.0 174159.0 88013.0 1600781227.0 512222232.0 512222232.0 N 131888.0
235 trans_1_600885 1 600885 2010-01-21 9:25:00.98 74.7700000000 100.0 N 5.0 14096.0 210980.0 88013.0 1600781228.0 512222234.0 512222234.0 N 131889.0

11
tests/system-test/6-cluster/vnode/4dnode1mnode_basic_replica3_vgroups.py
View File

@ -191,12 +191,21 @@ class TDTestCase:
tdSql.execute(create_db_replica_3_vgroups_100)
self.vote_leader_time_costs(db3)
def test_TS_5968(self):
conn = TDCom().newTdSql()
sql = "select db_name,sum(columns-1) from information_schema.ins_tables group by db_name"
conn.query(sql, queryTimes=10)
balance_sql = "balance vgroup leader database db_2"
tdSql.execute(balance_sql, queryTimes=1)
conn.query(sql, queryTimes=10)
tdLog.info("waiting for catalog update finished")
conn.close()
def run(self):
self.check_setup_cluster_status()
self.test_init_vgroups_time_costs()
self.test_TS_5968()
def stop(self):

12
tools/CMakeLists.txt
View File

@ -16,6 +16,10 @@ IF(TD_WEBSOCKET)
DEPENDS ${TAOS_LIB}
BUILD_IN_SOURCE 1
CONFIGURE_COMMAND cmake -E echo "taosws-rs no need cmake to config"
UPDATE_COMMAND
COMMAND echo "Starting to switch branch"
COMMAND git fetch origin main && git checkout -f origin/main
COMMAND echo "Switched to the main branch successfully"
PATCH_COMMAND
COMMAND git clean -f -d
BUILD_COMMAND
@ -35,6 +39,10 @@ IF(TD_WEBSOCKET)
DEPENDS ${TAOS_LIB}
BUILD_IN_SOURCE 1
CONFIGURE_COMMAND cmake -E echo "taosws-rs no need cmake to config"
UPDATE_COMMAND
COMMAND echo "Starting to switch branch"
COMMAND git fetch origin main && git checkout -f origin/main
COMMAND echo "Switched to the main branch successfully"
PATCH_COMMAND
COMMAND git clean -f -d
BUILD_COMMAND
@ -55,6 +63,10 @@ IF(TD_WEBSOCKET)
DEPENDS ${TAOS_LIB}
BUILD_IN_SOURCE 1
CONFIGURE_COMMAND cmake -E echo "taosws-rs no need cmake to config"
UPDATE_COMMAND
COMMAND echo "Starting to switch branch"
COMMAND git fetch origin main && git checkout -f origin/main
COMMAND echo "Switched to the main branch successfully"
PATCH_COMMAND
COMMAND git clean -f -d
BUILD_COMMAND