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9dc0bf6c
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9dc0bf6c
编写于
1月 22, 2021
作者:
H
Haojun Liao
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
[TD-2339]<feature>: interpolation can be applied along with the time window.
上级
d50054c7
变更
11
展开全部
隐藏空白更改
内联
并排
Showing
11 changed file
with
823 addition
and
483 deletion
+823
-483
src/client/src/tscSQLParser.c
src/client/src/tscSQLParser.c
+10
-9
src/inc/tsdb.h
src/inc/tsdb.h
+6
-2
src/inc/ttype.h
src/inc/ttype.h
+38
-0
src/query/inc/qExecutor.h
src/query/inc/qExecutor.h
+3
-2
src/query/inc/qFill.h
src/query/inc/qFill.h
+1
-1
src/query/inc/tsqlfunction.h
src/query/inc/tsqlfunction.h
+1
-1
src/query/src/qAggMain.c
src/query/src/qAggMain.c
+51
-73
src/query/src/qExecutor.c
src/query/src/qExecutor.c
+121
-42
src/query/src/qFill.c
src/query/src/qFill.c
+6
-18
src/tsdb/src/tsdbRead.c
src/tsdb/src/tsdbRead.c
+298
-131
tests/script/general/parser/interp_test.sim
tests/script/general/parser/interp_test.sim
+288
-204
未找到文件。
src/client/src/tscSQLParser.c
浏览文件 @
9dc0bf6c
...
...
@@ -2194,6 +2194,7 @@ int32_t addExprAndResultField(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, int32_t col
if
(
getColumnIndexByName
(
pCmd
,
&
pParamElem
->
pNode
->
colInfo
,
pQueryInfo
,
&
index
)
!=
TSDB_CODE_SUCCESS
)
{
return
invalidSqlErrMsg
(
tscGetErrorMsgPayload
(
pCmd
),
msg3
);
}
if
(
index
.
columnIndex
==
TSDB_TBNAME_COLUMN_INDEX
)
{
return
invalidSqlErrMsg
(
tscGetErrorMsgPayload
(
pCmd
),
msg6
);
}
...
...
@@ -4524,10 +4525,10 @@ int32_t parseFillClause(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, SQuerySQL* pQuery
return
invalidSqlErrMsg
(
tscGetErrorMsgPayload
(
pCmd
),
msg2
);
}
size_t
size
=
tscNumOfFields
(
pQueryInfo
);
size_t
numOfFields
=
tscNumOfFields
(
pQueryInfo
);
if
(
pQueryInfo
->
fillVal
==
NULL
)
{
pQueryInfo
->
fillVal
=
calloc
(
size
,
sizeof
(
int64_t
));
pQueryInfo
->
fillVal
=
calloc
(
numOfFields
,
sizeof
(
int64_t
));
if
(
pQueryInfo
->
fillVal
==
NULL
)
{
return
TSDB_CODE_TSC_OUT_OF_MEMORY
;
}
...
...
@@ -4537,7 +4538,7 @@ int32_t parseFillClause(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, SQuerySQL* pQuery
pQueryInfo
->
fillType
=
TSDB_FILL_NONE
;
}
else
if
(
strncasecmp
(
pItem
->
pVar
.
pz
,
"null"
,
4
)
==
0
&&
pItem
->
pVar
.
nLen
==
4
)
{
pQueryInfo
->
fillType
=
TSDB_FILL_NULL
;
for
(
int32_t
i
=
START_INTERPO_COL_IDX
;
i
<
size
;
++
i
)
{
for
(
int32_t
i
=
START_INTERPO_COL_IDX
;
i
<
numOfFields
;
++
i
)
{
TAOS_FIELD
*
pField
=
tscFieldInfoGetField
(
&
pQueryInfo
->
fieldsInfo
,
i
);
setNull
((
char
*
)
&
pQueryInfo
->
fillVal
[
i
],
pField
->
type
,
pField
->
bytes
);
}
...
...
@@ -4551,7 +4552,7 @@ int32_t parseFillClause(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, SQuerySQL* pQuery
pQueryInfo
->
fillType
=
TSDB_FILL_SET_VALUE
;
size_t
num
=
taosArrayGetSize
(
pFillToken
);
if
(
num
==
1
)
{
if
(
num
==
1
)
{
// no actual value, return with error code
return
invalidSqlErrMsg
(
tscGetErrorMsgPayload
(
pCmd
),
msg1
);
}
...
...
@@ -4562,11 +4563,11 @@ int32_t parseFillClause(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, SQuerySQL* pQuery
if
(
tscIsPointInterpQuery
(
pQueryInfo
))
{
startPos
=
0
;
if
(
numOfFillVal
>
size
)
{
numOfFillVal
=
(
int32_t
)
size
;
if
(
numOfFillVal
>
numOfFields
)
{
numOfFillVal
=
(
int32_t
)
numOfFields
;
}
}
else
{
numOfFillVal
=
(
int16_t
)((
num
>
(
int32_t
)
size
)
?
(
int32_t
)
size
:
num
);
numOfFillVal
=
(
int16_t
)((
num
>
(
int32_t
)
numOfFields
)
?
(
int32_t
)
numOfFields
:
num
);
}
int32_t
j
=
1
;
...
...
@@ -4586,10 +4587,10 @@ int32_t parseFillClause(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, SQuerySQL* pQuery
}
}
if
((
num
<
size
)
||
((
num
-
1
<
size
)
&&
(
tscIsPointInterpQuery
(
pQueryInfo
))))
{
if
((
num
<
numOfFields
)
||
((
num
-
1
<
numOfFields
)
&&
(
tscIsPointInterpQuery
(
pQueryInfo
))))
{
tVariantListItem
*
lastItem
=
taosArrayGetLast
(
pFillToken
);
for
(
int32_t
i
=
numOfFillVal
;
i
<
size
;
++
i
)
{
for
(
int32_t
i
=
numOfFillVal
;
i
<
numOfFields
;
++
i
)
{
TAOS_FIELD
*
pField
=
tscFieldInfoGetField
(
&
pQueryInfo
->
fieldsInfo
,
i
);
if
(
pField
->
type
==
TSDB_DATA_TYPE_BINARY
||
pField
->
type
==
TSDB_DATA_TYPE_NCHAR
)
{
...
...
src/inc/tsdb.h
浏览文件 @
9dc0bf6c
...
...
@@ -114,6 +114,8 @@ void* tsdbGetTableTagVal(const void* pTable, int32_t colId, int16_t type, int16_
char
*
tsdbGetTableName
(
void
*
pTable
);
#define TSDB_TABLEID(_table) ((STableId*) (_table))
#define TSDB_PREV_ROW 0x1
#define TSDB_NEXT_ROW 0x2
STableCfg
*
tsdbCreateTableCfgFromMsg
(
SMDCreateTableMsg
*
pMsg
);
...
...
@@ -141,7 +143,6 @@ typedef struct {
int64_t
tableTotalDataSize
;
// In bytes
int64_t
tableTotalDiskSize
;
// In bytes
}
STableInfo
;
STableInfo
*
tsdbGetTableInfo
(
TSDB_REPO_T
*
pRepo
,
STableId
tid
);
// -- FOR INSERT DATA
/**
...
...
@@ -160,9 +161,10 @@ typedef void *TsdbQueryHandleT; // Use void to hide implementation details
// query condition to build vnode iterator
typedef
struct
STsdbQueryCond
{
STimeWindow
twindow
;
int32_t
order
;
// desc|asc order to iterate the data block
int32_t
order
;
// desc|asc order to iterate the data block
int32_t
numOfCols
;
SColumnInfo
*
colList
;
bool
loadExternalRows
;
// load external rows or not
}
STsdbQueryCond
;
typedef
struct
SMemRef
{
...
...
@@ -240,6 +242,8 @@ TsdbQueryHandleT tsdbQueryRowsInExternalWindow(TSDB_REPO_T *tsdb, STsdbQueryCond
*/
bool
tsdbNextDataBlock
(
TsdbQueryHandleT
*
pQueryHandle
);
SArray
*
tsdbGetExternalRow
(
TsdbQueryHandleT
*
pHandle
,
SMemRef
*
pMemRef
,
int16_t
type
);
/**
* Get current data block information
*
...
...
src/inc/ttype.h
浏览文件 @
9dc0bf6c
...
...
@@ -45,6 +45,7 @@ typedef struct tstr {
case TSDB_DATA_TYPE_USMALLINT: \
(_v) = (_finalType)GET_UINT16_VAL(_data); \
break; \
case TSDB_DATA_TYPE_TIMESTAMP:\
case TSDB_DATA_TYPE_BIGINT: \
(_v) = (_finalType)(GET_INT64_VAL(_data)); \
break; \
...
...
@@ -66,6 +67,43 @@ typedef struct tstr {
} \
} while (0)
#define SET_TYPED_DATA(_v, _type, _data) \
do { \
switch (_type) { \
case TSDB_DATA_TYPE_BOOL: \
case TSDB_DATA_TYPE_TINYINT: \
*(int8_t *)(_v) = (_data); \
break; \
case TSDB_DATA_TYPE_UTINYINT: \
*(uint8_t *)(_v) = (_data); \
break; \
case TSDB_DATA_TYPE_SMALLINT: \
*(int16_t *)(_v) = (_data); \
break; \
case TSDB_DATA_TYPE_USMALLINT: \
*(uint16_t *)(_v) = (_data); \
break; \
case TSDB_DATA_TYPE_BIGINT: \
*(int64_t *)(_v) = (_data); \
break; \
case TSDB_DATA_TYPE_UBIGINT: \
*(uint64_t *)(_v) = (_data); \
break; \
case TSDB_DATA_TYPE_FLOAT: \
*(float *)(_v) = (_data); \
break; \
case TSDB_DATA_TYPE_DOUBLE: \
*(double *)(_v) = (_data); \
break; \
case TSDB_DATA_TYPE_UINT: \
*(uint32_t *)(_v) = (_data); \
break; \
default: \
*(int32_t *)(_v) = (_data); \
break; \
} \
} while (0)
#define IS_SIGNED_NUMERIC_TYPE(_t) ((_t) >= TSDB_DATA_TYPE_TINYINT && (_t) <= TSDB_DATA_TYPE_BIGINT)
#define IS_UNSIGNED_NUMERIC_TYPE(_t) ((_t) >= TSDB_DATA_TYPE_UTINYINT && (_t) <= TSDB_DATA_TYPE_UBIGINT)
#define IS_FLOAT_TYPE(_t) ((_t) == TSDB_DATA_TYPE_FLOAT || (_t) == TSDB_DATA_TYPE_DOUBLE)
...
...
src/query/inc/qExecutor.h
浏览文件 @
9dc0bf6c
...
...
@@ -164,13 +164,14 @@ typedef struct SQuery {
SColumnInfo
*
tagColList
;
int32_t
numOfFilterCols
;
int64_t
*
fillVal
;
uint32_t
status
;
// query status
uint32_t
status
;
// query status
SResultRec
rec
;
int32_t
pos
;
tFilePage
**
sdata
;
STableQueryInfo
*
current
;
int32_t
numOfCheckedBlocks
;
// number of check data blocks
SOrderedPrjQueryInfo
prjInfo
;
// limit value for each vgroup, only available in global order projection query.
SOrderedPrjQueryInfo
prjInfo
;
// limit value for each vgroup, only available in global order projection query.
SSingleColumnFilterInfo
*
pFilterInfo
;
}
SQuery
;
...
...
src/query/inc/qFill.h
浏览文件 @
9dc0bf6c
...
...
@@ -86,7 +86,7 @@ bool taosFillHasMoreResults(SFillInfo* pFillInfo);
int64_t
getNumOfResultsAfterFillGap
(
SFillInfo
*
pFillInfo
,
int64_t
ekey
,
int32_t
maxNumOfRows
);
int32_t
taosGetLinearInterpolationVal
(
int32_t
type
,
SPoint
*
point1
,
SPoint
*
point2
,
SPoint
*
point
);
int32_t
taosGetLinearInterpolationVal
(
SPoint
*
point
,
int32_t
outputType
,
SPoint
*
point1
,
SPoint
*
point2
,
int32_t
inputType
);
int64_t
taosFillResultDataBlock
(
SFillInfo
*
pFillInfo
,
tFilePage
**
output
,
int32_t
capacity
);
...
...
src/query/inc/tsqlfunction.h
浏览文件 @
9dc0bf6c
...
...
@@ -153,7 +153,7 @@ typedef struct SResultRowCellInfo {
typedef
struct
SPoint1
{
int64_t
key
;
double
val
;
union
{
double
val
;
char
*
ptr
;}
;
}
SPoint1
;
#define GET_ROWCELL_INTERBUF(_c) ((void*) ((char*)(_c) + sizeof(SResultRowCellInfo)))
...
...
src/query/src/qAggMain.c
浏览文件 @
9dc0bf6c
...
...
@@ -3776,89 +3776,67 @@ void twa_function_finalizer(SQLFunctionCtx *pCtx) {
*
* @param pCtx
*/
static
void
interp_function
(
SQLFunctionCtx
*
pCtx
)
{
// at this point, the value is existed, return directly
SResultRowCellInfo
*
pResInfo
=
GET_RES_INFO
(
pCtx
);
SInterpInfoDetail
*
pInfo
=
GET_ROWCELL_INTERBUF
(
pResInfo
);
assert
(
pCtx
->
startOffset
==
0
);
static
void
interp_function_impl
(
SQLFunctionCtx
*
pCtx
)
{
int32_t
type
=
pCtx
->
param
[
2
].
i64
;
if
(
type
==
TSDB_FILL_NONE
)
{
return
;
}
if
(
pCtx
->
size
==
1
)
{
char
*
pData
=
GET_INPUT_DATA_LIST
(
pCtx
);
assignVal
(
pCtx
->
aOutputBuf
,
pData
,
pCtx
->
inputBytes
,
pCtx
->
inputType
);
if
(
pCtx
->
inputType
==
TSDB_DATA_TYPE_TIMESTAMP
)
{
*
(
TSKEY
*
)
pCtx
->
aOutputBuf
=
pCtx
->
nStartQueryTimestamp
;
}
else
{
/*
* use interpolation to generate the result.
* Note: the result of primary timestamp column uses the timestamp specified by user in the query sql
*/
assert
(
pCtx
->
size
==
2
);
if
(
pInfo
->
type
==
TSDB_FILL_NONE
)
{
// set no output result
if
(
pCtx
->
start
.
key
==
INT64_MIN
)
{
assert
(
pCtx
->
end
.
key
==
INT64_MIN
);
return
;
}
if
(
pInfo
->
primaryCol
==
1
)
{
*
(
TSKEY
*
)
pCtx
->
aOutputBuf
=
pInfo
->
ts
;
}
else
{
if
(
pInfo
->
type
==
TSDB_FILL_NULL
)
{
if
(
pCtx
->
outputType
==
TSDB_DATA_TYPE_BINARY
||
pCtx
->
outputType
==
TSDB_DATA_TYPE_NCHAR
)
{
setVardataNull
(
pCtx
->
aOutputBuf
,
pCtx
->
outputType
);
}
else
{
setNull
(
pCtx
->
aOutputBuf
,
pCtx
->
outputType
,
pCtx
->
outputBytes
);
}
SET_VAL
(
pCtx
,
pCtx
->
size
,
1
);
}
else
if
(
pInfo
->
type
==
TSDB_FILL_SET_VALUE
)
{
tVariantDump
(
&
pCtx
->
param
[
1
],
pCtx
->
aOutputBuf
,
pCtx
->
inputType
,
true
);
}
else
if
(
pInfo
->
type
==
TSDB_FILL_PREV
)
{
char
*
data
=
GET_INPUT_DATA
(
pCtx
,
0
);
assignVal
(
pCtx
->
aOutputBuf
,
data
,
pCtx
->
outputBytes
,
pCtx
->
outputType
);
SET_VAL
(
pCtx
,
pCtx
->
size
,
1
);
}
else
if
(
pInfo
->
type
==
TSDB_FILL_LINEAR
)
{
char
*
data1
=
GET_INPUT_DATA
(
pCtx
,
0
);
char
*
data2
=
GET_INPUT_DATA
(
pCtx
,
1
);
TSKEY
key1
=
pCtx
->
ptsList
[
0
];
TSKEY
key2
=
pCtx
->
ptsList
[
1
];
SPoint
point1
=
{.
key
=
key1
,
.
val
=
data1
};
SPoint
point2
=
{.
key
=
key2
,
.
val
=
data2
};
SPoint
point
=
{.
key
=
pInfo
->
ts
,
.
val
=
pCtx
->
aOutputBuf
};
int32_t
srcType
=
pCtx
->
inputType
;
if
((
srcType
>=
TSDB_DATA_TYPE_TINYINT
&&
srcType
<=
TSDB_DATA_TYPE_BIGINT
)
||
srcType
==
TSDB_DATA_TYPE_TIMESTAMP
||
srcType
==
TSDB_DATA_TYPE_DOUBLE
)
{
point1
.
val
=
data1
;
point2
.
val
=
data2
;
if
(
isNull
(
data1
,
srcType
)
||
isNull
(
data2
,
srcType
))
{
setNull
(
pCtx
->
aOutputBuf
,
srcType
,
pCtx
->
inputBytes
);
}
else
{
taosGetLinearInterpolationVal
(
pCtx
->
outputType
,
&
point1
,
&
point2
,
&
point
);
}
}
else
if
(
srcType
==
TSDB_DATA_TYPE_FLOAT
)
{
point1
.
val
=
data1
;
point2
.
val
=
data2
;
if
(
isNull
(
data1
,
srcType
)
||
isNull
(
data2
,
srcType
))
{
setNull
(
pCtx
->
aOutputBuf
,
srcType
,
pCtx
->
inputBytes
);
}
else
{
taosGetLinearInterpolationVal
(
pCtx
->
outputType
,
&
point1
,
&
point2
,
&
point
);
}
if
(
type
==
TSDB_FILL_NULL
)
{
setNull
(
pCtx
->
aOutputBuf
,
pCtx
->
outputType
,
pCtx
->
outputBytes
);
}
else
if
(
type
==
TSDB_FILL_SET_VALUE
)
{
tVariantDump
(
&
pCtx
->
param
[
1
],
pCtx
->
aOutputBuf
,
pCtx
->
inputType
,
true
);
}
else
if
(
type
==
TSDB_FILL_PREV
)
{
if
(
IS_NUMERIC_TYPE
(
pCtx
->
inputType
)
||
pCtx
->
inputType
==
TSDB_DATA_TYPE_BOOL
)
{
SET_TYPED_DATA
(
pCtx
->
aOutputBuf
,
pCtx
->
inputType
,
pCtx
->
start
.
val
);
}
else
{
assignVal
(
pCtx
->
aOutputBuf
,
pCtx
->
start
.
ptr
,
pCtx
->
outputBytes
,
pCtx
->
inputType
);
}
}
else
if
(
type
==
TSDB_FILL_LINEAR
)
{
SPoint
point1
=
{.
key
=
pCtx
->
start
.
key
,
.
val
=
&
pCtx
->
start
.
val
};
SPoint
point2
=
{.
key
=
pCtx
->
end
.
key
,
.
val
=
&
pCtx
->
end
.
val
};
SPoint
point
=
{.
key
=
pCtx
->
nStartQueryTimestamp
,
.
val
=
pCtx
->
aOutputBuf
};
int32_t
srcType
=
pCtx
->
inputType
;
if
(
IS_NUMERIC_TYPE
(
srcType
))
{
// TODO should find the not null data?
if
(
isNull
((
char
*
)
&
pCtx
->
start
.
val
,
srcType
)
||
isNull
((
char
*
)
&
pCtx
->
end
.
val
,
srcType
))
{
setNull
(
pCtx
->
aOutputBuf
,
srcType
,
pCtx
->
inputBytes
);
}
else
{
if
(
srcType
==
TSDB_DATA_TYPE_BINARY
||
srcType
==
TSDB_DATA_TYPE_NCHAR
)
{
setVardataNull
(
pCtx
->
aOutputBuf
,
pCtx
->
inputType
);
}
else
{
setNull
(
pCtx
->
aOutputBuf
,
srcType
,
pCtx
->
inputBytes
);
}
taosGetLinearInterpolationVal
(
&
point
,
pCtx
->
outputType
,
&
point1
,
&
point2
,
TSDB_DATA_TYPE_DOUBLE
);
}
}
else
{
setNull
(
pCtx
->
aOutputBuf
,
srcType
,
pCtx
->
inputBytes
);
}
}
}
SET_VAL
(
pCtx
,
pCtx
->
size
,
1
);
SET_VAL
(
pCtx
,
1
,
1
);
}
static
void
interp_function
(
SQLFunctionCtx
*
pCtx
)
{
// at this point, the value is existed, return directly
if
(
pCtx
->
size
>
0
)
{
// impose the timestamp check
TSKEY
key
=
GET_TS_DATA
(
pCtx
,
0
);
if
(
key
==
pCtx
->
nStartQueryTimestamp
)
{
char
*
pData
=
GET_INPUT_DATA
(
pCtx
,
0
);
assignVal
(
pCtx
->
aOutputBuf
,
pData
,
pCtx
->
inputBytes
,
pCtx
->
inputType
);
SET_VAL
(
pCtx
,
1
,
1
);
}
else
{
interp_function_impl
(
pCtx
);
}
}
else
{
//no qualified data rows and interpolation is required
interp_function_impl
(
pCtx
);
}
}
static
bool
ts_comp_function_setup
(
SQLFunctionCtx
*
pCtx
)
{
...
...
src/query/src/qExecutor.c
浏览文件 @
9dc0bf6c
...
...
@@ -408,7 +408,7 @@ static bool isTopBottomQuery(SQuery *pQuery) {
static
bool
timeWindowInterpoRequired
(
SQuery
*
pQuery
)
{
for
(
int32_t
i
=
0
;
i
<
pQuery
->
numOfOutput
;
++
i
)
{
int32_t
functionId
=
pQuery
->
pExpr1
[
i
].
base
.
functionId
;
if
(
functionId
==
TSDB_FUNC_TWA
)
{
if
(
functionId
==
TSDB_FUNC_TWA
||
functionId
==
TSDB_FUNC_INTERP
)
{
return
true
;
}
}
...
...
@@ -818,6 +818,7 @@ static int32_t getNumOfRowsInTimeWindow(SQuery *pQuery, SDataBlockInfo *pDataBlo
return
num
;
}
// TODO decouple the data block and the SQLFunctionCtx
static
void
doBlockwiseApplyFunctions
(
SQueryRuntimeEnv
*
pRuntimeEnv
,
STimeWindow
*
pWin
,
int32_t
offset
,
int32_t
forwardStep
,
TSKEY
*
tsCol
,
int32_t
numOfTotal
)
{
SQuery
*
pQuery
=
pRuntimeEnv
->
pQuery
;
SQLFunctionCtx
*
pCtx
=
pRuntimeEnv
->
pCtx
;
...
...
@@ -825,8 +826,8 @@ static void doBlockwiseApplyFunctions(SQueryRuntimeEnv *pRuntimeEnv, STimeWindow
bool
hasPrev
=
pCtx
[
0
].
preAggVals
.
isSet
;
for
(
int32_t
k
=
0
;
k
<
pQuery
->
numOfOutput
;
++
k
)
{
pCtx
[
k
].
nStartQueryTimestamp
=
pWin
->
skey
;
pCtx
[
k
].
size
=
forwardStep
;
pCtx
[
k
].
nStartQueryTimestamp
=
pWin
->
skey
;
pCtx
[
k
].
startOffset
=
(
QUERY_IS_ASC_QUERY
(
pQuery
))
?
offset
:
offset
-
(
forwardStep
-
1
);
int32_t
functionId
=
pQuery
->
pExpr1
[
k
].
base
.
functionId
;
...
...
@@ -1029,7 +1030,8 @@ static void setNotInterpoWindowKey(SQLFunctionCtx* pCtx, int32_t numOfOutput, in
}
// window start key interpolation
static
bool
setTimeWindowInterpolationStartTs
(
SQueryRuntimeEnv
*
pRuntimeEnv
,
int32_t
pos
,
int32_t
numOfRows
,
SArray
*
pDataBlock
,
TSKEY
*
tsCols
,
STimeWindow
*
win
)
{
static
bool
setTimeWindowInterpolationStartTs
(
SQueryRuntimeEnv
*
pRuntimeEnv
,
int32_t
pos
,
int32_t
numOfRows
,
SArray
*
pDataBlock
,
TSKEY
*
tsCols
,
STimeWindow
*
win
,
int16_t
type
)
{
SQuery
*
pQuery
=
pRuntimeEnv
->
pQuery
;
TSKEY
curTs
=
tsCols
[
pos
];
...
...
@@ -1118,6 +1120,8 @@ static void doWindowBorderInterpolation(SQueryRuntimeEnv* pRuntimeEnv, SDataBloc
assert
(
pDataBlock
!=
NULL
);
SQuery
*
pQuery
=
pRuntimeEnv
->
pQuery
;
int32_t
fillType
=
pQuery
->
fillType
;
int32_t
step
=
GET_FORWARD_DIRECTION_FACTOR
(
pQuery
->
order
.
order
);
SColumnInfoData
*
pColInfo
=
taosArrayGet
(
pDataBlock
,
0
);
...
...
@@ -1126,7 +1130,7 @@ static void doWindowBorderInterpolation(SQueryRuntimeEnv* pRuntimeEnv, SDataBloc
bool
done
=
resultRowInterpolated
(
pResult
,
RESULT_ROW_START_INTERP
);
if
(
!
done
)
{
int32_t
startRowIndex
=
startPos
;
bool
interp
=
setTimeWindowInterpolationStartTs
(
pRuntimeEnv
,
startRowIndex
,
pDataBlockInfo
->
rows
,
pDataBlock
,
tsCols
,
win
);
bool
interp
=
setTimeWindowInterpolationStartTs
(
pRuntimeEnv
,
startRowIndex
,
pDataBlockInfo
->
rows
,
pDataBlock
,
tsCols
,
win
,
fillType
);
if
(
interp
)
{
setResultRowInterpo
(
pResult
,
RESULT_ROW_START_INTERP
);
}
...
...
@@ -1134,6 +1138,12 @@ static void doWindowBorderInterpolation(SQueryRuntimeEnv* pRuntimeEnv, SDataBloc
setNotInterpoWindowKey
(
pRuntimeEnv
->
pCtx
,
pQuery
->
numOfOutput
,
RESULT_ROW_START_INTERP
);
}
// point interpolation does not require the end key time window interpolation.
if
(
isPointInterpoQuery
(
pQuery
))
{
return
;
}
// interpolation query does not generate the time window end interpolation
done
=
resultRowInterpolated
(
pResult
,
RESULT_ROW_END_INTERP
);
if
(
!
done
)
{
int32_t
endRowIndex
=
startPos
+
(
forwardStep
-
1
)
*
step
;
...
...
@@ -1259,7 +1269,7 @@ static void blockwiseApplyFunctions(SQueryRuntimeEnv *pRuntimeEnv, SDataStatis *
for
(
int32_t
k
=
0
;
k
<
pQuery
->
numOfOutput
;
++
k
)
{
int32_t
functionId
=
pQuery
->
pExpr1
[
k
].
base
.
functionId
;
if
(
functionNeedToExecute
(
pRuntimeEnv
,
&
pCtx
[
k
],
functionId
))
{
pCtx
[
k
].
nStartQueryTimestamp
=
p
DataBlockInfo
->
window
.
skey
;
pCtx
[
k
].
nStartQueryTimestamp
=
p
Query
->
window
.
skey
;
aAggs
[
functionId
].
xFunction
(
&
pCtx
[
k
]);
}
}
...
...
@@ -1423,18 +1433,20 @@ static bool functionNeedToExecute(SQueryRuntimeEnv *pRuntimeEnv, SQLFunctionCtx
return
true
;
}
void
doRowwiseTimeWindowInterpolation
(
SQueryRuntimeEnv
*
pRuntimeEnv
,
SArray
*
pDataBlock
,
TSKEY
prevTs
,
int32_t
prevRowIndex
,
TSKEY
curTs
,
int32_t
curRowIndex
,
TSKEY
windowKey
,
int32_t
type
)
{
SQuery
*
pQuery
=
pRuntimeEnv
->
pQuery
;
void
doRowwiseTimeWindowInterpolation
(
SQueryRuntimeEnv
*
pRuntimeEnv
,
SArray
*
pDataBlock
,
TSKEY
prevTs
,
int32_t
prevRowIndex
,
TSKEY
curTs
,
int32_t
curRowIndex
,
TSKEY
windowKey
,
int32_t
type
)
{
SQuery
*
pQuery
=
pRuntimeEnv
->
pQuery
;
for
(
int32_t
k
=
0
;
k
<
pQuery
->
numOfOutput
;
++
k
)
{
int32_t
functionId
=
pQuery
->
pExpr1
[
k
].
base
.
functionId
;
if
(
functionId
!=
TSDB_FUNC_TWA
)
{
if
(
functionId
!=
TSDB_FUNC_TWA
&&
functionId
!=
TSDB_FUNC_INTERP
)
{
pRuntimeEnv
->
pCtx
[
k
].
start
.
key
=
INT64_MIN
;
continue
;
}
SColIndex
*
pColIndex
=
&
pQuery
->
pExpr1
[
k
].
base
.
colInfo
;
int16_t
index
=
pColIndex
->
colIndex
;
SColumnInfoData
*
pColInfo
=
taosArrayGet
(
pDataBlock
,
index
);
SColIndex
*
pColIndex
=
&
pQuery
->
pExpr1
[
k
].
base
.
colInfo
;
int16_t
index
=
pColIndex
->
colIndex
;
SColumnInfoData
*
pColInfo
=
taosArrayGet
(
pDataBlock
,
index
);
assert
(
pColInfo
->
info
.
colId
==
pColIndex
->
colId
&&
curTs
!=
windowKey
);
double
v1
=
0
,
v2
=
0
,
v
=
0
;
...
...
@@ -1450,14 +1462,25 @@ void doRowwiseTimeWindowInterpolation(SQueryRuntimeEnv* pRuntimeEnv, SArray* pDa
SPoint
point1
=
(
SPoint
){.
key
=
prevTs
,
.
val
=
&
v1
};
SPoint
point2
=
(
SPoint
){.
key
=
curTs
,
.
val
=
&
v2
};
SPoint
point
=
(
SPoint
){.
key
=
windowKey
,
.
val
=
&
v
};
taosGetLinearInterpolationVal
(
TSDB_DATA_TYPE_DOUBLE
,
&
point1
,
&
point2
,
&
point
);
if
(
type
==
RESULT_ROW_START_INTERP
)
{
pRuntimeEnv
->
pCtx
[
k
].
start
.
key
=
point
.
key
;
pRuntimeEnv
->
pCtx
[
k
].
start
.
val
=
v
;
if
(
functionId
==
TSDB_FUNC_TWA
)
{
taosGetLinearInterpolationVal
(
&
point
,
TSDB_DATA_TYPE_DOUBLE
,
&
point1
,
&
point2
,
TSDB_DATA_TYPE_DOUBLE
);
if
(
type
==
RESULT_ROW_START_INTERP
)
{
pRuntimeEnv
->
pCtx
[
k
].
start
.
key
=
point
.
key
;
pRuntimeEnv
->
pCtx
[
k
].
start
.
val
=
v
;
}
else
{
pRuntimeEnv
->
pCtx
[
k
].
end
.
key
=
point
.
key
;
pRuntimeEnv
->
pCtx
[
k
].
end
.
val
=
v
;
}
}
else
{
pRuntimeEnv
->
pCtx
[
k
].
end
.
key
=
point
.
key
;
pRuntimeEnv
->
pCtx
[
k
].
end
.
val
=
v
;
if
(
type
==
RESULT_ROW_START_INTERP
)
{
pRuntimeEnv
->
pCtx
[
k
].
start
.
key
=
prevTs
;
pRuntimeEnv
->
pCtx
[
k
].
start
.
val
=
v1
;
pRuntimeEnv
->
pCtx
[
k
].
end
.
key
=
curTs
;
pRuntimeEnv
->
pCtx
[
k
].
end
.
val
=
v2
;
}
}
}
}
...
...
@@ -1796,13 +1819,7 @@ void setExecParams(SQuery *pQuery, SQLFunctionCtx *pCtx, void* inputData, TSKEY
pCtx
->
preAggVals
.
statis
.
max
=
pBlockInfo
->
window
.
ekey
;
}
}
else
if
(
functionId
==
TSDB_FUNC_INTERP
)
{
SResultRowCellInfo
*
pInfo
=
GET_RES_INFO
(
pCtx
);
SInterpInfoDetail
*
pInterpInfo
=
(
SInterpInfoDetail
*
)
GET_ROWCELL_INTERBUF
(
pInfo
);
pInterpInfo
->
type
=
(
int8_t
)
pQuery
->
fillType
;
pInterpInfo
->
ts
=
pQuery
->
window
.
skey
;
pInterpInfo
->
primaryCol
=
(
colId
==
PRIMARYKEY_TIMESTAMP_COL_INDEX
);
pCtx
->
param
[
2
].
i64
=
(
int8_t
)
pQuery
->
fillType
;
if
(
pQuery
->
fillVal
!=
NULL
)
{
if
(
isNull
((
const
char
*
)
&
pQuery
->
fillVal
[
colIndex
],
pCtx
->
inputType
))
{
pCtx
->
param
[
1
].
nType
=
TSDB_DATA_TYPE_NULL
;
...
...
@@ -2579,7 +2596,6 @@ int32_t loadDataBlockOnDemand(SQueryRuntimeEnv *pRuntimeEnv, SResultRowInfo * pW
if
(
pQuery
->
numOfFilterCols
>
0
||
pRuntimeEnv
->
pTsBuf
>
0
)
{
*
status
=
BLK_DATA_ALL_NEEDED
;
}
else
{
// check if this data block is required to load
// Calculate all time windows that are overlapping or contain current data block.
// If current data block is contained by all possible time window, do not load current data block.
if
(
QUERY_IS_INTERVAL_QUERY
(
pQuery
)
&&
overlapWithTimeWindow
(
pQuery
,
pBlockInfo
))
{
...
...
@@ -2818,6 +2834,10 @@ static int64_t doScanAllDataBlocks(SQueryRuntimeEnv *pRuntimeEnv) {
while
(
tsdbNextDataBlock
(
pQueryHandle
))
{
summary
->
totalBlocks
+=
1
;
if
(
IS_MASTER_SCAN
(
pRuntimeEnv
))
{
pQuery
->
numOfCheckedBlocks
+=
1
;
}
if
(
isQueryKilled
(
GET_QINFO_ADDR
(
pRuntimeEnv
)))
{
longjmp
(
pRuntimeEnv
->
env
,
TSDB_CODE_TSC_QUERY_CANCELLED
);
}
...
...
@@ -3557,7 +3577,7 @@ void setQueryStatus(SQuery *pQuery, int8_t status) {
}
}
bool
need
ScanDataBlocksAgai
n
(
SQueryRuntimeEnv
*
pRuntimeEnv
)
{
bool
need
RepeatSca
n
(
SQueryRuntimeEnv
*
pRuntimeEnv
)
{
SQuery
*
pQuery
=
pRuntimeEnv
->
pQuery
;
bool
toContinue
=
false
;
...
...
@@ -3711,7 +3731,7 @@ void scanOneTableDataBlocks(SQueryRuntimeEnv *pRuntimeEnv, TSKEY start) {
}
}
if
(
!
need
ScanDataBlocksAgai
n
(
pRuntimeEnv
))
{
if
(
!
need
RepeatSca
n
(
pRuntimeEnv
))
{
// restore the status code and jump out of loop
if
(
pRuntimeEnv
->
scanFlag
==
REPEAT_SCAN
)
{
pQuery
->
status
=
qstatus
.
status
;
...
...
@@ -3737,24 +3757,72 @@ void scanOneTableDataBlocks(SQueryRuntimeEnv *pRuntimeEnv, TSKEY start) {
qDebug
(
"QInfo:%p start to repeat scan data blocks due to query func required, qrange:%"
PRId64
"-%"
PRId64
,
pQInfo
,
cond
.
twindow
.
skey
,
cond
.
twindow
.
ekey
);
// check if query is killed or not
if
(
isQueryKilled
(
pQInfo
))
{
longjmp
(
pRuntimeEnv
->
env
,
TSDB_CODE_TSC_QUERY_CANCELLED
);
}
}
if
(
!
needReverseScan
(
pQuery
))
{
return
;
if
(
needReverseScan
(
pQuery
))
{
setEnvBeforeReverseScan
(
pRuntimeEnv
,
&
qstatus
);
// reverse scan from current position
qDebug
(
"QInfo:%p start to reverse scan"
,
pQInfo
);
doScanAllDataBlocks
(
pRuntimeEnv
);
clearEnvAfterReverseScan
(
pRuntimeEnv
,
&
qstatus
);
}
setEnvBeforeReverseScan
(
pRuntimeEnv
,
&
qstatus
);
if
(
isPointInterpoQuery
(
pQuery
)
&&
pQuery
->
numOfCheckedBlocks
==
0
)
{
SArray
*
prev
=
tsdbGetExternalRow
(
pRuntimeEnv
->
pQueryHandle
,
&
pQInfo
->
memRef
,
TSDB_PREV_ROW
);
SArray
*
next
=
tsdbGetExternalRow
(
pRuntimeEnv
->
pQueryHandle
,
&
pQInfo
->
memRef
,
TSDB_NEXT_ROW
);
// reverse scan from current position
qDebug
(
"QInfo:%p start to reverse scan"
,
pQInfo
)
;
doScanAllDataBlocks
(
pRuntimeEnv
);
if
(
prev
==
NULL
||
next
==
NULL
)
{
return
;
}
clearEnvAfterReverseScan
(
pRuntimeEnv
,
&
qstatus
);
// setup the pCtx->start/end info and calculate the interpolation value
SColumnInfoData
*
startTs
=
taosArrayGet
(
prev
,
0
);
SColumnInfoData
*
endTs
=
taosArrayGet
(
next
,
0
);
for
(
int32_t
i
=
0
;
i
<
pQuery
->
numOfOutput
;
++
i
)
{
SQLFunctionCtx
*
pCtx
=
&
pRuntimeEnv
->
pCtx
[
i
];
int32_t
functionId
=
pQuery
->
pExpr1
[
i
].
base
.
functionId
;
SColIndex
*
pColIndex
=
&
pQuery
->
pExpr1
[
i
].
base
.
colInfo
;
if
(
!
TSDB_COL_IS_NORMAL_COL
(
pColIndex
->
flag
))
{
aAggs
[
functionId
].
xFunction
(
pCtx
);
continue
;
}
SColumnInfoData
*
p
=
taosArrayGet
(
prev
,
pColIndex
->
colIndex
);
SColumnInfoData
*
n
=
taosArrayGet
(
next
,
pColIndex
->
colIndex
);
assert
(
p
->
info
.
colId
==
pColIndex
->
colId
);
pCtx
->
start
.
key
=
*
(
TSKEY
*
)
startTs
->
pData
;
pCtx
->
end
.
key
=
*
(
TSKEY
*
)
endTs
->
pData
;
if
(
p
->
info
.
type
!=
TSDB_DATA_TYPE_BINARY
&&
p
->
info
.
type
!=
TSDB_DATA_TYPE_NCHAR
)
{
GET_TYPED_DATA
(
pCtx
->
start
.
val
,
double
,
p
->
info
.
type
,
p
->
pData
);
GET_TYPED_DATA
(
pCtx
->
end
.
val
,
double
,
n
->
info
.
type
,
n
->
pData
);
}
else
{
// string pointer
pCtx
->
start
.
ptr
=
p
->
pData
;
pCtx
->
end
.
ptr
=
n
->
pData
;
}
pCtx
->
param
[
2
].
i64
=
(
int8_t
)
pQuery
->
fillType
;
pCtx
->
nStartQueryTimestamp
=
pQuery
->
window
.
skey
;
if
(
pQuery
->
fillVal
!=
NULL
)
{
if
(
isNull
((
const
char
*
)
&
pQuery
->
fillVal
[
i
],
pCtx
->
inputType
))
{
pCtx
->
param
[
1
].
nType
=
TSDB_DATA_TYPE_NULL
;
}
else
{
// todo refactor, tVariantCreateFromBinary should handle the NULL value
if
(
pCtx
->
inputType
!=
TSDB_DATA_TYPE_BINARY
&&
pCtx
->
inputType
!=
TSDB_DATA_TYPE_NCHAR
)
{
tVariantCreateFromBinary
(
&
pCtx
->
param
[
1
],
(
char
*
)
&
pQuery
->
fillVal
[
i
],
pCtx
->
inputBytes
,
pCtx
->
inputType
);
}
}
}
aAggs
[
functionId
].
xFunction
(
pCtx
);
}
}
}
void
finalizeQueryResult
(
SQueryRuntimeEnv
*
pRuntimeEnv
)
{
...
...
@@ -4891,6 +4959,7 @@ static bool multiTableMultioutputHelper(SQInfo *pQInfo, int32_t index) {
.
order
=
pQuery
->
order
.
order
,
.
colList
=
pQuery
->
colList
,
.
numOfCols
=
pQuery
->
numOfCols
,
.
loadExternalRows
=
false
,
};
// todo refactor
...
...
@@ -4985,6 +5054,7 @@ STsdbQueryCond createTsdbQueryCond(SQuery* pQuery, STimeWindow* win) {
.
colList
=
pQuery
->
colList
,
.
order
=
pQuery
->
order
.
order
,
.
numOfCols
=
pQuery
->
numOfCols
,
.
loadExternalRows
=
false
,
};
TIME_WINDOW_COPY
(
cond
.
twindow
,
*
win
);
...
...
@@ -5727,8 +5797,17 @@ static void tableIntervalProcess(SQInfo *pQInfo, STableQueryInfo* pTableInfo) {
}
}
// TODO opt performance
// if (isPointInterpoQuery(pQuery)) {
// SArray *prev = tsdbGetExternalRow(pRuntimeEnv->pQueryHandle, &pQInfo->memRef, TSDB_PREV_ROW);
//
// for(int32_t i = 0; i < pQuery->numOfCols; ++i) {
// SColumnInfoData *p = taosArrayGet(prev, i);
// memcpy(pRuntimeEnv->prevRow[i], p->pData, p->info.bytes);
// }
// }
scanOneTableDataBlocks
(
pRuntimeEnv
,
newStartKey
);
assert
(
!
Q_STATUS_EQUAL
(
pQuery
->
status
,
QUERY_NOT_COMPLETED
));
finalizeQueryResult
(
pRuntimeEnv
);
...
...
@@ -5736,7 +5815,7 @@ static void tableIntervalProcess(SQInfo *pQInfo, STableQueryInfo* pTableInfo) {
pQuery
->
rec
.
rows
=
0
;
// not fill or no result generated during this query
if
(
pQuery
->
fillType
==
TSDB_FILL_NONE
||
pRuntimeEnv
->
windowResInfo
.
size
==
0
)
{
if
(
pQuery
->
fillType
==
TSDB_FILL_NONE
||
pRuntimeEnv
->
windowResInfo
.
size
==
0
||
isPointInterpoQuery
(
pQuery
)
)
{
// all data scanned, the group by normal column can return
int32_t
numOfClosed
=
numOfClosedResultRows
(
&
pRuntimeEnv
->
windowResInfo
);
if
(
pQuery
->
limit
.
offset
>
numOfClosed
)
{
...
...
@@ -5771,7 +5850,7 @@ static void tableQueryImpl(SQInfo *pQInfo) {
SQuery
*
pQuery
=
pRuntimeEnv
->
pQuery
;
if
(
hasNotReturnedResults
(
pRuntimeEnv
))
{
if
(
pQuery
->
fillType
!=
TSDB_FILL_NONE
)
{
if
(
pQuery
->
fillType
!=
TSDB_FILL_NONE
&&
!
isPointInterpoQuery
(
pQuery
)
)
{
/*
* There are remain results that are not returned due to result interpolation
* So, we do keep in this procedure instead of launching retrieve procedure for next results.
...
...
src/query/src/qFill.c
浏览文件 @
9dc0bf6c
...
...
@@ -120,7 +120,7 @@ static void doFillOneRowResult(SFillInfo* pFillInfo, tFilePage** data, char** sr
point1
=
(
SPoint
){.
key
=
*
(
TSKEY
*
)(
prev
),
.
val
=
prev
+
pCol
->
col
.
offset
};
point2
=
(
SPoint
){.
key
=
ts
,
.
val
=
srcData
[
i
]
+
pFillInfo
->
index
*
bytes
};
point
=
(
SPoint
){.
key
=
pFillInfo
->
currentKey
,
.
val
=
val1
};
taosGetLinearInterpolationVal
(
type
,
&
point1
,
&
point2
,
&
point
);
taosGetLinearInterpolationVal
(
&
point
,
type
,
&
point1
,
&
point2
,
type
);
}
}
else
{
setNullValueForRow
(
pFillInfo
,
data
,
pFillInfo
->
numOfCols
,
index
);
...
...
@@ -479,25 +479,13 @@ int64_t getNumOfResultsAfterFillGap(SFillInfo* pFillInfo, TSKEY ekey, int32_t ma
return
(
numOfRes
>
maxNumOfRows
)
?
maxNumOfRows
:
numOfRes
;
}
int32_t
taosGetLinearInterpolationVal
(
int32_t
type
,
SPoint
*
point1
,
SPoint
*
point2
,
SPoint
*
point
)
{
double
v1
=
-
1
;
double
v2
=
-
1
;
GET_TYPED_DATA
(
v1
,
double
,
type
,
point1
->
val
);
GET_TYPED_DATA
(
v2
,
double
,
type
,
point2
->
val
);
int32_t
taosGetLinearInterpolationVal
(
SPoint
*
point
,
int32_t
outputType
,
SPoint
*
point1
,
SPoint
*
point2
,
int32_t
inputType
)
{
double
v1
=
-
1
,
v2
=
-
1
;
GET_TYPED_DATA
(
v1
,
double
,
inputType
,
point1
->
val
);
GET_TYPED_DATA
(
v2
,
double
,
inputType
,
point2
->
val
);
double
r
=
DO_INTERPOLATION
(
v1
,
v2
,
point1
->
key
,
point2
->
key
,
point
->
key
);
switch
(
type
)
{
case
TSDB_DATA_TYPE_TINYINT
:
*
(
int8_t
*
)
point
->
val
=
(
int8_t
)
r
;
break
;
case
TSDB_DATA_TYPE_SMALLINT
:
*
(
int16_t
*
)
point
->
val
=
(
int16_t
)
r
;
break
;
case
TSDB_DATA_TYPE_INT
:
*
(
int32_t
*
)
point
->
val
=
(
int32_t
)
r
;
break
;
case
TSDB_DATA_TYPE_BIGINT
:
*
(
int64_t
*
)
point
->
val
=
(
int64_t
)
r
;
break
;
case
TSDB_DATA_TYPE_DOUBLE
:
*
(
double
*
)
point
->
val
=
(
double
)
r
;
break
;
case
TSDB_DATA_TYPE_FLOAT
:
*
(
float
*
)
point
->
val
=
(
float
)
r
;
break
;
default:
assert
(
0
);
}
SET_TYPED_DATA
(
point
->
val
,
outputType
,
r
);
return
TSDB_CODE_SUCCESS
;
}
...
...
src/tsdb/src/tsdbRead.c
浏览文件 @
9dc0bf6c
此差异已折叠。
点击以展开。
tests/script/general/parser/interp_test.sim
浏览文件 @
9dc0bf6c
...
...
@@ -638,209 +638,293 @@ if $data24 != NULL then
return -1
endi
## interp(*) from stb + group by + fill(prev)
$t = $ts0 + 1000
sql select interp(*) from $stb where ts = $t fill(prev) group by tbname
print ====== 0:$data00, 1:$data01, 2:$data02, 3:$data03, 4:$data04, 5:$data05, 6:$data06, 7:$data07, 8:$data08, 9:$data09
print ====== 0:$data20, 1:$data21, 2:$data22, 3:$data23, 4:$data24, 5:$data25, 6:$data26, 7:$data27, 8:$data28, 9:$data29
if $rows != $tbNum then
return -1
endi
if $data00 != @18-09-17 09:00:01.000@ then
return -1
endi
if $data01 != 0 then
return -1
endi
if $data02 != 0 then
return -1
endi
if $data03 != 0.00000 then
return -1
endi
if $data04 != 0.000000000 then
return -1
endi
if $data05 != 0 then
return -1
endi
if $data06 != 0 then
return -1
endi
if $data07 != 1 then
return -1
endi
if $data08 != binary0 then
return -1
endi
if $data09 != nchar0 then
return -1
endi
if $data20 != @18-09-17 09:00:01.000@ then
return -1
endi
if $data21 != 0 then
return -1
endi
if $data22 != NULL then
return -1
endi
if $data23 != 0.00000 then
return -1
endi
if $data24 != NULL then
return -1
endi
if $data25 != 0 then
return -1
endi
if $data26 != 0 then
return -1
endi
if $data27 != 1 then
return -1
endi
if $data28 != binary0 then
return -1
endi
if $data29 != nchar0 then
return -1
endi
## interp(*) from stb + group by + fill(prev)
$t = $ts0 + 1000
sql select interp(*) from $stb where ts = $t fill(prev) group by tbname
print ====== 0:$data00, 1:$data01, 2:$data02, 3:$data03, 4:$data04, 5:$data05, 6:$data06, 7:$data07, 8:$data08, 9:$data09
print ====== 0:$data20, 1:$data21, 2:$data22, 3:$data23, 4:$data24, 5:$data25, 6:$data26, 7:$data27, 8:$data28, 9:$data29
if $rows != $tbNum then
return -1
endi
if $data00 != @18-09-17 09:00:01.000@ then
return -1
endi
if $data01 != 0 then
return -1
endi
if $data02 != 0 then
return -1
endi
if $data03 != 0.00000 then
return -1
endi
if $data04 != 0.000000000 then
return -1
endi
if $data05 != 0 then
return -1
endi
if $data06 != 0 then
return -1
endi
if $data07 != 1 then
return -1
endi
if $data08 != binary0 then
return -1
endi
if $data09 != nchar0 then
return -1
endi
if $data20 != @18-09-17 09:00:01.000@ then
return -1
endi
if $data21 != 0 then
return -1
endi
if $data22 != NULL then
return -1
endi
if $data23 != 0.00000 then
return -1
endi
if $data24 != NULL then
return -1
endi
if $data25 != 0 then
return -1
endi
if $data26 != 0 then
return -1
endi
if $data27 != 1 then
return -1
endi
if $data28 != binary0 then
return -1
endi
if $data29 != nchar0 then
return -1
endi
## interp(*) from stb + group by + fill(linear)
$t = $ts0 + 1000
sql select interp(*) from $stb where ts = $t fill(linear) group by tbname
print ====== 0:$data00, 1:$data01, 2:$data02, 3:$data03, 4:$data04, 5:$data05, 6:$data06, 7:$data07, 8:$data08, 9:$data09
print ====== 0:$data20, 1:$data21, 2:$data22, 3:$data23, 4:$data24, 5:$data25, 6:$data26, 7:$data27, 8:$data28, 9:$data29
if $rows != $tbNum then
return -1
endi
if $data00 != @18-09-17 09:00:01.000@ then
return -1
endi
if $data01 != 0 then
return -1
endi
if $data02 != 0 then
return -1
endi
if $data03 != 0.00167 then
return -1
endi
if $data04 != 0.001666667 then
return -1
endi
if $data05 != 0 then
return -1
endi
if $data06 != 0 then
return -1
endi
if $data07 != NULL then
return -1
endi
if $data08 != NULL then
return -1
endi
if $data09 != NULL then
return -1
endi
if $data20 != @18-09-17 09:00:01.000@ then
return -1
endi
if $data21 != 0 then
return -1
endi
if $data22 != NULL then
return -1
endi
if $data23 != 0.00167 then
return -1
endi
if $data24 != NULL then
return -1
endi
if $data25 != 0 then
return -1
endi
if $data26 != 0 then
return -1
endi
if $data27 != NULL then
return -1
endi
if $data28 != NULL then
return -1
endi
if $data29 != NULL then
return -1
endi
## interp(*) from stb + group by + fill(linear)
$t = $ts0 + 1000
sql select interp(*) from $stb where ts = $t fill(linear) group by tbname
print ====== 0:$data00, 1:$data01, 2:$data02, 3:$data03, 4:$data04, 5:$data05, 6:$data06, 7:$data07, 8:$data08, 9:$data09
print ====== 0:$data20, 1:$data21, 2:$data22, 3:$data23, 4:$data24, 5:$data25, 6:$data26, 7:$data27, 8:$data28, 9:$data29
if $rows != $tbNum then
return -1
endi
if $data00 != @18-09-17 09:00:01.000@ then
return -1
endi
if $data01 != 0 then
return -1
endi
if $data02 != 0 then
return -1
endi
if $data03 != 0.00167 then
return -1
endi
if $data04 != 0.001666667 then
return -1
endi
if $data05 != 0 then
return -1
endi
if $data06 != 0 then
return -1
endi
if $data07 != NULL then
return -1
endi
if $data08 != NULL then
return -1
endi
if $data09 != NULL then
return -1
endi
if $data20 != @18-09-17 09:00:01.000@ then
return -1
endi
if $data21 != 0 then
return -1
endi
if $data22 != NULL then
return -1
endi
if $data23 != 0.00167 then
return -1
endi
if $data24 != NULL then
return -1
endi
if $data25 != 0 then
return -1
endi
if $data26 != 0 then
return -1
endi
if $data27 != NULL then
return -1
endi
if $data28 != NULL then
return -1
endi
if $data29 != NULL then
return -1
endi
## interp(*) from stb + group by + fill(value)
$t = $ts0 + 1000
sql select interp(*) from $stb where ts = $t fill(value, -1, -2) group by tbname
print ====== 0:$data00, 1:$data01, 2:$data02, 3:$data03, 4:$data04, 5:$data05, 6:$data06, 7:$data07, 8:$data08, 9:$data09
print ====== 0:$data20, 1:$data21, 2:$data22, 3:$data23, 4:$data24, 5:$data25, 6:$data26, 7:$data27, 8:$data28, 9:$data29
if $rows != $tbNum then
return -1
endi
if $data00 != @18-09-17 09:00:01.000@ then
return -1
endi
if $data01 != -2 then
return -1
endi
if $data02 != -2 then
return -1
endi
if $data03 != -2.00000 then
return -1
endi
if $data04 != -2.000000000 then
return -1
endi
if $data05 != -2 then
return -1
endi
if $data06 != -2 then
return -1
endi
if $data07 != 1 then
return -1
endi
if $data08 != NULL then
return -1
endi
if $data09 != NULL then
return -1
endi
if $data20 != @18-09-17 09:00:01.000@ then
return -1
endi
if $data21 != -2 then
return -1
endi
if $data22 != -2 then
return -1
endi
if $data23 != -2.00000 then
return -1
endi
if $data24 != -2.000000000 then
return -1
endi
if $data25 != -2 then
return -1
endi
if $data26 != -2 then
return -1
endi
if $data27 != 1 then
return -1
endi
if $data28 != NULL then
return -1
endi
if $data29 != NULL then
return -1
endi
## interp(*) from stb + group by + fill(value)
$t = $ts0 + 1000
sql select interp(*) from $stb where ts = $t fill(value, -1, -2) group by tbname
print ====== 0:$data00, 1:$data01, 2:$data02, 3:$data03, 4:$data04, 5:$data05, 6:$data06, 7:$data07, 8:$data08, 9:$data09
print ====== 0:$data20, 1:$data21, 2:$data22, 3:$data23, 4:$data24, 5:$data25, 6:$data26, 7:$data27, 8:$data28, 9:$data29
if $rows != $tbNum then
return -1
endi
if $data00 != @18-09-17 09:00:01.000@ then
return -1
endi
if $data01 != -2 then
return -1
endi
if $data02 != -2 then
return -1
endi
if $data03 != -2.00000 then
return -1
endi
if $data04 != -2.000000000 then
return -1
endi
if $data05 != -2 then
return -1
endi
if $data06 != -2 then
return -1
endi
if $data07 != 1 then
return -1
endi
if $data08 != NULL then
return -1
endi
if $data09 != NULL then
return -1
endi
if $data20 != @18-09-17 09:00:01.000@ then
return -1
endi
if $data21 != -2 then
return -1
endi
if $data22 != -2 then
return -1
endi
if $data23 != -2.00000 then
return -1
endi
if $data24 != -2.000000000 then
return -1
endi
if $data25 != -2 then
return -1
endi
if $data26 != -2 then
return -1
endi
if $data27 != 1 then
return -1
endi
if $data28 != NULL then
return -1
endi
if $data29 != NULL then
return -1
endi
sql_error select interp(ts,c1) from intp_tb0 where ts>'2018-11-25 19:19:00' and ts<'2018-11-25 19:19:12';
sql select interp(ts,c1) from intp_tb0 where ts>'2018-11-25 19:19:00' and ts<'2018-11-25 19:19:12' interval(1s) fill(linear);
if $rows != 0 then
return -1
endi
sql select interp(c1) from intp_tb0 where ts>'2018-11-25 18:09:00' and ts<'2018-11-25 19:20:12' interval(18m);
if $rows != 0 then
return -1
endi
if $data00 != @2018-11-25 18:30:00.000@ then
return -1
endi
if $data01 != 3 then
return -1
endi
sql select interp(c1,c3,c4,ts) from intp_tb0 where ts>'2018-11-25 18:09:00' and ts<'2018-11-25 19:20:12' interval(18m) fill(linear)
if $rows != 5 then
return -1
endi
if $data00 != @2018-11-25 17:54:00.000@ then
return -1
endi
if $data01 != 0 then
return -1
endi
if $data02 != 0.00000 then
return -1
endi
if $data03 != 0.000000000 then
return -1
endi
if $data04 != @2018-11-25 17:54:00.000@ then
return -1
endi
if $data10 != @2018-11-25 18:12:00.000@ then
return -1
endi
if $data11 != 1 then
return -1
endi
if $data12 != 1.20000 then
return -1
endi
if $data13 != 1.200000000 then
return -1
endi
if $data14 != @2018-11-25 18:12:00.000@ then
return -1
endi
if $data40 != @2018-11-25 19:06:00.000@ then
return -1
endi
if $data41 != 6 then
return -1
endi
if $data42 != 6.60000 then
return -1
endi
if $data43 != 6.600000000 then
return -1
endi
if $data44 != @2018-11-25 19:06:00.000@ then
return -1
endi
\ No newline at end of file
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