index_col: Optional[str] = None,
batch_mode: bool = False,
batch_size: int = 1000000,
+ dtype_backend: str = "pyarrow",
) -> Union[pd.DataFrame, Generator[pd.DataFrame, None, None]]:
"""Run the query, and fetch data.
@@ -379,6 +380,8 @@ Source code for cycquery.interface
Whether to run the query in batch mode. A generator is returned if True.
batch_size
Batch size for the query, default 1 million rows.
+ dtype_backend
+ Data type to use for the backend, default pyarrow.
Returns
-------
@@ -391,12 +394,14 @@ Source code for cycquery.interface
self.query,
limit=limit,
index_col=index_col,
+ dtype_backend=dtype_backend,
)
else:
self._data = self.database.run_query_batch(
self.query,
index_col=index_col,
batch_size=batch_size,
+ dtype_backend=dtype_backend,
)
return self._data
diff --git a/reference/api/_autosummary/cycquery.base.DatasetQuerier.html b/reference/api/_autosummary/cycquery.base.DatasetQuerier.html
index 86d89b9..706b82e 100644
--- a/reference/api/_autosummary/cycquery.base.DatasetQuerier.html
+++ b/reference/api/_autosummary/cycquery.base.DatasetQuerier.html
@@ -199,12 +199,12 @@ cycquery.base.DatasetQuerier
Parameters:
-database (str) – Name of database.
user (str) – Username for database.
password (str) – Password for database.
dbms (str) – Database management system.
host (str) – Hostname of database.
port (int) – Port of database.
database (str) – Name of database.
user (str) – Username for database.
password (str) – Password for database.
dbms (str) – Database management system.
host (str) – Hostname of database.
port (int) – Port of database.
cycquery.base.DatasetQuerier
Parameters:
-schema_name (str) – Name of schema in the database.
table_name (str) – Name of table in the database.
cast_timestamp_cols (bool) – Whether to cast timestamp columns to datetime.
schema_name (str) – Name of schema in the database.
table_name (str) – Name of table in the database.
cast_timestamp_cols (bool) – Whether to cast timestamp columns to datetime.
Returns:
@@ -265,8 +265,8 @@ cycquery.base.DatasetQuerier
Parameters:
Returns:
@@ -312,7 +312,7 @@ cycquery.base.DatasetQuerier
Parameters:
-schema_name (Optional[str]) – Name of schema in the database.
+schema_name (Optional[str]) – Name of schema in the database.
Returns:
List of table names.
diff --git a/reference/api/_autosummary/cycquery.eicu.EICUQuerier.html b/reference/api/_autosummary/cycquery.eicu.EICUQuerier.html
index 4e76005..44459d3 100644
--- a/reference/api/_autosummary/cycquery.eicu.EICUQuerier.html
+++ b/reference/api/_autosummary/cycquery.eicu.EICUQuerier.html
@@ -223,9 +223,9 @@ cycquery.eicu.EICUQuerier
Parameters:
-schema_name (str) – Name of schema in the database.
table_name (str) – Name of table in the database.
cast_timestamp_cols (bool) – Whether to cast timestamp columns to datetime.
schema_name (str) – Name of schema in the database.
table_name (str) – Name of table in the database.
cast_timestamp_cols (bool) – Whether to cast timestamp columns to datetime.
Returns:
@@ -244,8 +244,8 @@ cycquery.eicu.EICUQuerier
Parameters:
Returns:
@@ -291,7 +291,7 @@ cycquery.eicu.EICUQuerier
Parameters:
-schema_name (Optional[str]) – Name of schema in the database.
+schema_name (Optional[str]) – Name of schema in the database.
Returns:
List of table names.
diff --git a/reference/api/_autosummary/cycquery.gemini.GEMINIQuerier.html b/reference/api/_autosummary/cycquery.gemini.GEMINIQuerier.html
index ee2d358..aef048c 100644
--- a/reference/api/_autosummary/cycquery.gemini.GEMINIQuerier.html
+++ b/reference/api/_autosummary/cycquery.gemini.GEMINIQuerier.html
@@ -265,9 +265,9 @@ cycquery.gemini.GEMINIQuerier
Parameters:
-schema_name (str) – Name of schema in the database.
table_name (str) – Name of table in the database.
cast_timestamp_cols (bool) – Whether to cast timestamp columns to datetime.
schema_name (str) – Name of schema in the database.
table_name (str) – Name of table in the database.
cast_timestamp_cols (bool) – Whether to cast timestamp columns to datetime.
Returns:
@@ -314,8 +314,8 @@ cycquery.gemini.GEMINIQuerier
Parameters:
Returns:
@@ -361,7 +361,7 @@ cycquery.gemini.GEMINIQuerier
Parameters:
-schema_name (Optional[str]) – Name of schema in the database.
+schema_name (Optional[str]) – Name of schema in the database.
Returns:
List of table names.
diff --git a/reference/api/_autosummary/cycquery.interface.QueryInterface.html b/reference/api/_autosummary/cycquery.interface.QueryInterface.html
index b46f735..b0f79ff 100644
--- a/reference/api/_autosummary/cycquery.interface.QueryInterface.html
+++ b/reference/api/_autosummary/cycquery.interface.QueryInterface.html
@@ -193,8 +193,8 @@ cycquery.interface.QueryInterface
Parameters:
-database (Database) – Database object to create ORM, and query data.
query (Union[Select, Subquery, Table, DBTable, QueryInterface]) – The query.
database (Database) – Database object to create ORM, and query data.
query (Union[Select, Subquery, Table, DBTable, QueryInterface]) – The query.
cycquery.interface.QueryInterface
Return type:
-
+
@@ -264,13 +264,13 @@ cycquery.interface.QueryInterface
Parameters:
-join_table (Union[Select, Subquery, Table, DBTable, QueryInterface]) – Table to join with.
on (Union[str, List[str], Tuple[str], List[Tuple[str, str]], None]) – Column(s) to join on.
on_to_type (Union[type, List[type], None]) – Type(s) to cast the column(s) to join on.
cond (Optional[BinaryExpression]) – Condition to join on.
table_cols (Union[str, List[str], None]) – Columns to select from the original table.
join_table_cols (Union[str, List[str], None]) – Columns to select from the joined table.
isouter (Optional[bool]) – Whether to perform an outer join.
join_table (Union[Select, Subquery, Table, DBTable, QueryInterface]) – Table to join with.
on (Union[str, List[str], Tuple[str], List[Tuple[str, str]], None]) – Column(s) to join on.
on_to_type (Union[type, List[type], None]) – Type(s) to cast the column(s) to join on.
cond (Optional[BinaryExpression]) – Condition to join on.
table_cols (Union[str, List[str], None]) – Columns to select from the original table.
join_table_cols (Union[str, List[str], None]) – Columns to select from the joined table.
isouter (Optional[bool]) – Whether to perform an outer join.
Returns:
@@ -288,7 +288,7 @@ cycquery.interface.QueryInterface
Parameters:
-ops (Union[QueryOp, Sequential]) – Operations to perform on the query.
+ops (Union[QueryOp, Sequential]) – Operations to perform on the query.
Returns:
QueryInterface object with the operations added.
@@ -301,24 +301,25 @@ cycquery.interface.QueryInterface
-run(limit=None, index_col=None, batch_mode=False, batch_size=1000000)[source]
+run(limit=None, index_col=None, batch_mode=False, batch_size=1000000, dtype_backend='pyarrow')[source]
Run the query, and fetch data.
- Parameters:
-limit (Optional[int]) – No. of rows to limit the query return.
limit (Optional[int]) – No. of rows to limit the query return.
backend – Backend computing framework to use, pandas or dask or datasets.
index_col (Optional[str]) – Column which becomes the index, and defines the partitioning.
+
index_col (Optional[str]) – Column which becomes the index, and defines the partitioning.
Should be a indexed column in the SQL server, and any orderable type.
batch_mode (bool) – Whether to run the query in batch mode. A generator is returned if True.
batch_size (int) – Batch size for the query, default 1 million rows.
batch_mode (bool) – Whether to run the query in batch mode. A generator is returned if True.
batch_size (int) – Batch size for the query, default 1 million rows.
dtype_backend (str) – Data type to use for the backend, default pyarrow.
- Returns:
Query result.
- Return type:
-pandas.DataFrame or Generator[pandas.DataFrame, None, None]
+pandas.DataFrame or Generator[pandas.DataFrame, None, None]
cycquery.interface.QueryInterface
Parameters:
Returns:
@@ -349,7 +350,7 @@ cycquery.interface.QueryInterface
Parameters:
-other (QueryInterface) – The other query to union with.
+other (QueryInterface) – The other query to union with.
Returns:
QueryInterface object with the union operation added.
@@ -366,7 +367,7 @@ cycquery.interface.QueryInterface
Parameters:
-other (QueryInterface) – The other query to union all with.
+other (QueryInterface) – The other query to union all with.
Returns:
QueryInterface object with the union all operation added.
diff --git a/reference/api/_autosummary/cycquery.mimiciii.MIMICIIIQuerier.html b/reference/api/_autosummary/cycquery.mimiciii.MIMICIIIQuerier.html
index 680529e..573c166 100644
--- a/reference/api/_autosummary/cycquery.mimiciii.MIMICIIIQuerier.html
+++ b/reference/api/_autosummary/cycquery.mimiciii.MIMICIIIQuerier.html
@@ -260,9 +260,9 @@ cycquery.mimiciii.MIMICIIIQuerier
Parameters:
-schema_name (str) – Name of schema in the database.
table_name (str) – Name of table in the database.
cast_timestamp_cols (bool) – Whether to cast timestamp columns to datetime.
schema_name (str) – Name of schema in the database.
table_name (str) – Name of table in the database.
cast_timestamp_cols (bool) – Whether to cast timestamp columns to datetime.
Returns:
@@ -295,8 +295,8 @@ cycquery.mimiciii.MIMICIIIQuerier
Parameters:
Returns:
@@ -342,7 +342,7 @@ cycquery.mimiciii.MIMICIIIQuerier
Parameters:
-schema_name (Optional[str]) – Name of schema in the database.
+schema_name (Optional[str]) – Name of schema in the database.
Returns:
List of table names.
diff --git a/reference/api/_autosummary/cycquery.mimiciv.MIMICIVQuerier.html b/reference/api/_autosummary/cycquery.mimiciv.MIMICIVQuerier.html
index 8ff2624..a9bd921 100644
--- a/reference/api/_autosummary/cycquery.mimiciv.MIMICIVQuerier.html
+++ b/reference/api/_autosummary/cycquery.mimiciv.MIMICIVQuerier.html
@@ -269,9 +269,9 @@ cycquery.mimiciv.MIMICIVQuerier
Parameters:
-schema_name (str) – Name of schema in the database.
table_name (str) – Name of table in the database.
cast_timestamp_cols (bool) – Whether to cast timestamp columns to datetime.
schema_name (str) – Name of schema in the database.
table_name (str) – Name of table in the database.
cast_timestamp_cols (bool) – Whether to cast timestamp columns to datetime.
Returns:
@@ -304,8 +304,8 @@ cycquery.mimiciv.MIMICIVQuerier
Parameters:
Returns:
@@ -351,7 +351,7 @@ cycquery.mimiciv.MIMICIVQuerier
Parameters:
-schema_name (Optional[str]) – Name of schema in the database.
+schema_name (Optional[str]) – Name of schema in the database.
Returns:
List of table names.
diff --git a/reference/api/_autosummary/cycquery.omop.OMOPQuerier.html b/reference/api/_autosummary/cycquery.omop.OMOPQuerier.html
index 36beba2..9ea4da0 100644
--- a/reference/api/_autosummary/cycquery.omop.OMOPQuerier.html
+++ b/reference/api/_autosummary/cycquery.omop.OMOPQuerier.html
@@ -241,9 +241,9 @@ cycquery.omop.OMOPQuerier
Parameters:
-schema_name (str) – Name of schema in the database.
table_name (str) – Name of table in the database.
cast_timestamp_cols (bool) – Whether to cast timestamp columns to datetime.
schema_name (str) – Name of schema in the database.
table_name (str) – Name of table in the database.
cast_timestamp_cols (bool) – Whether to cast timestamp columns to datetime.
Returns:
@@ -262,8 +262,8 @@ cycquery.omop.OMOPQuerier
Parameters:
Returns:
@@ -309,7 +309,7 @@ cycquery.omop.OMOPQuerier
Parameters:
-schema_name (Optional[str]) – Name of schema in the database.
+schema_name (Optional[str]) – Name of schema in the database.
Returns:
List of table names.
@@ -331,9 +331,9 @@ cycquery.omop.OMOPQuerier
Parameters:
-src_table (Union[Subquery, QueryInterface]) – Source table with concept IDs.
src_cols (Union[str, List[str]]) – Column name(s) to consider as concept IDs for mapping.
dst_cols (Union[str, List[str], None]) – Column name(s) to assign for the mapped concept name columns.
src_table (Union[Subquery, QueryInterface]) – Source table with concept IDs.
src_cols (Union[str, List[str]]) – Column name(s) to consider as concept IDs for mapping.
dst_cols (Union[str, List[str], None]) – Column name(s) to assign for the mapped concept name columns.
Returns:
diff --git a/reference/api/_autosummary/cycquery.ops.AddColumn.html b/reference/api/_autosummary/cycquery.ops.AddColumn.html
index eeddc37..01e86ad 100644
--- a/reference/api/_autosummary/cycquery.ops.AddColumn.html
+++ b/reference/api/_autosummary/cycquery.ops.AddColumn.html
@@ -235,10 +235,10 @@ cycquery.ops.AddColumn
Parameters:
-add_to (Union[str, List[str]]) – Column names specifying to which columns is being added.
col (str) – Column name of column to add to the add_to columns.
negative (Optional[bool]) – Subtract the column rather than adding.
new_col_labels (Union[str, List[str], None]) – If specified, create new columns with these labels. Otherwise,
+
add_to (Union[str, List[str]]) – Column names specifying to which columns is being added.
col (str) – Column name of column to add to the add_to columns.
negative (Optional[bool]) – Subtract the column rather than adding.
new_col_labels (Union[str, List[str], None]) – If specified, create new columns with these labels. Otherwise,
apply the function to the existing columns.
cycquery.ops.AddColumnProcess the table.
- Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
- Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.AddDeltaColumn.html b/reference/api/_autosummary/cycquery.ops.AddDeltaColumn.html
index a63d33e..43a8ff7 100644
--- a/reference/api/_autosummary/cycquery.ops.AddDeltaColumn.html
+++ b/reference/api/_autosummary/cycquery.ops.AddDeltaColumn.html
@@ -235,11 +235,11 @@ cycquery.ops.AddDeltaColumn
- Parameters:
-add_to (Union[str, List[str]]) – Column names specifying to which columns is being added.
negative (Optional[bool]) – Subtract the object rather than adding.
new_col_labels (Union[str, List[str], None]) – If specified, create new columns with these labels. Otherwise,
+
add_to (Union[str, List[str]]) – Column names specifying to which columns is being added.
negative (Optional[bool]) – Subtract the object rather than adding.
new_col_labels (Union[str, List[str], None]) – If specified, create new columns with these labels. Otherwise,
apply the function to the existing columns.
**delta_kwargs (Any) – The arguments used to create the Interval column.
**delta_kwargs (Any) – The arguments used to create the Interval column.
@@ -261,7 +261,7 @@ cycquery.ops.AddDeltaColumn
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.AddDeltaConstant.html b/reference/api/_autosummary/cycquery.ops.AddDeltaConstant.html
index 49bb333..584e7f1 100644
--- a/reference/api/_autosummary/cycquery.ops.AddDeltaConstant.html
+++ b/reference/api/_autosummary/cycquery.ops.AddDeltaConstant.html
@@ -235,9 +235,9 @@ cycquery.ops.AddDeltaConstant
Parameters:
-add_to (Union[str, List[str]]) – Column names specifying to which columns is being added.
delta (timedelta) – A timedelta object.
new_col_labels (Union[str, List[str], None]) – If specified, create new columns with these labels. Otherwise,
+
add_to (Union[str, List[str]]) – Column names specifying to which columns is being added.
delta (timedelta) – A timedelta object.
new_col_labels (Union[str, List[str], None]) – If specified, create new columns with these labels. Otherwise,
apply the function to the existing columns.
cycquery.ops.AddDeltaConstant
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.AddNumeric.html b/reference/api/_autosummary/cycquery.ops.AddNumeric.html
index 79e5733..f1a3df4 100644
--- a/reference/api/_autosummary/cycquery.ops.AddNumeric.html
+++ b/reference/api/_autosummary/cycquery.ops.AddNumeric.html
@@ -235,9 +235,9 @@ cycquery.ops.AddNumeric
Parameters:
-add_to (Union[str, List[str]]) – Column names specifying to which columns is being added.
add (Union[int, float, List[int], List[float]]) – Adds this value to the add_to columns.
new_col_labels (Union[str, List[str], None]) – If specified, create new columns with these labels. Otherwise,
+
add_to (Union[str, List[str]]) – Column names specifying to which columns is being added.
add (Union[int, float, List[int], List[float]]) – Adds this value to the add_to columns.
new_col_labels (Union[str, List[str], None]) – If specified, create new columns with these labels. Otherwise,
apply the function to the existing columns.
cycquery.ops.AddNumericProcess the table.
- Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
- Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.And.html b/reference/api/_autosummary/cycquery.ops.And.html
index 7c5545a..3d8912f 100644
--- a/reference/api/_autosummary/cycquery.ops.And.html
+++ b/reference/api/_autosummary/cycquery.ops.And.html
@@ -254,8 +254,8 @@ cycquery.ops.And
- Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
- Returns:
diff --git a/reference/api/_autosummary/cycquery.ops.Apply.html b/reference/api/_autosummary/cycquery.ops.Apply.html
index b6282d6..d95c265 100644
--- a/reference/api/_autosummary/cycquery.ops.Apply.html
+++ b/reference/api/_autosummary/cycquery.ops.Apply.html
@@ -239,10 +239,10 @@ cycquery.ops.Apply
- Parameters:
-cols (Union[str, List[str]]) – Column(s) to apply the function to.
funcs (Union[Callable[[Column], Column], List[Callable[[Column], Column]]]) – Function(s) that takes in sqlalchemy column(s) object and returns column(s)
+
cols (Union[str, List[str]]) – Column(s) to apply the function to.
funcs (Union[Callable[[Column], Column], List[Callable[[Column], Column]]]) – Function(s) that takes in sqlalchemy column(s) object and returns column(s)
after applying the function or list of functions to apply to each column.
new_cols (Union[str, List[str], None]) – New column name(s) after function is applied to the specified column(s).
new_cols (Union[str, List[str], None]) – New column name(s) after function is applied to the specified column(s).
@@ -265,7 +265,7 @@ cycquery.ops.Apply
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.Cast.html b/reference/api/_autosummary/cycquery.ops.Cast.html
index b990d07..3bc1237 100644
--- a/reference/api/_autosummary/cycquery.ops.Cast.html
+++ b/reference/api/_autosummary/cycquery.ops.Cast.html
@@ -236,7 +236,7 @@ cycquery.ops.Cast
Parameters:
@@ -261,7 +261,7 @@ cycquery.ops.Cast
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.ConditionAfterDate.html b/reference/api/_autosummary/cycquery.ops.ConditionAfterDate.html
index 87fd7ff..682d60d 100644
--- a/reference/api/_autosummary/cycquery.ops.ConditionAfterDate.html
+++ b/reference/api/_autosummary/cycquery.ops.ConditionAfterDate.html
@@ -235,10 +235,10 @@ cycquery.ops.ConditionAfterDate
Parameters:
-timestamp_col (str) – Timestamp column name.
timestamp (Union[str, datetime]) – A datetime object or str in YYYY-MM-DD format.
timestamp_col (str) – Timestamp column name.
timestamp (Union[str, datetime]) – A datetime object or str in YYYY-MM-DD format.
not – Take negation of condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
cycquery.ops.ConditionAfterDate
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
Returns:
diff --git a/reference/api/_autosummary/cycquery.ops.ConditionBeforeDate.html b/reference/api/_autosummary/cycquery.ops.ConditionBeforeDate.html
index 3ee3094..7566985 100644
--- a/reference/api/_autosummary/cycquery.ops.ConditionBeforeDate.html
+++ b/reference/api/_autosummary/cycquery.ops.ConditionBeforeDate.html
@@ -235,10 +235,10 @@ cycquery.ops.ConditionBeforeDate
Parameters:
-timestamp_col (str) – Timestamp column name.
timestamp (Union[str, datetime]) – A datetime object or str in YYYY-MM-DD format.
timestamp_col (str) – Timestamp column name.
timestamp (Union[str, datetime]) – A datetime object or str in YYYY-MM-DD format.
not – Take negation of condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
cycquery.ops.ConditionBeforeDate
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
Returns:
diff --git a/reference/api/_autosummary/cycquery.ops.ConditionEndsWith.html b/reference/api/_autosummary/cycquery.ops.ConditionEndsWith.html
index d117c9a..fcfbc2a 100644
--- a/reference/api/_autosummary/cycquery.ops.ConditionEndsWith.html
+++ b/reference/api/_autosummary/cycquery.ops.ConditionEndsWith.html
@@ -235,11 +235,11 @@ cycquery.ops.ConditionEndsWith
Parameters:
-col (str) – Column name on which to condition.
string (str) – String to end with.
col (str) – Column name on which to condition.
string (str) – String to end with.
not – Take negation of condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
**cond_kwargs (Any) – Optional keyword arguments for processing the condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
**cond_kwargs (Any) – Optional keyword arguments for processing the condition.
cycquery.ops.ConditionEndsWith
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
Returns:
diff --git a/reference/api/_autosummary/cycquery.ops.ConditionEquals.html b/reference/api/_autosummary/cycquery.ops.ConditionEquals.html
index f285fcc..80df546 100644
--- a/reference/api/_autosummary/cycquery.ops.ConditionEquals.html
+++ b/reference/api/_autosummary/cycquery.ops.ConditionEquals.html
@@ -235,11 +235,11 @@ cycquery.ops.ConditionEquals
Parameters:
-col (str) – Column name on which to condition.
value (Any) – Value to equal.
col (str) – Column name on which to condition.
value (Any) – Value to equal.
not – Take negation of condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
**cond_kwargs (Any) – Optional keyword arguments for processing the condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
**cond_kwargs (Any) – Optional keyword arguments for processing the condition.
cycquery.ops.ConditionEquals
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
Returns:
diff --git a/reference/api/_autosummary/cycquery.ops.ConditionGreaterThan.html b/reference/api/_autosummary/cycquery.ops.ConditionGreaterThan.html
index a251d28..1060bbc 100644
--- a/reference/api/_autosummary/cycquery.ops.ConditionGreaterThan.html
+++ b/reference/api/_autosummary/cycquery.ops.ConditionGreaterThan.html
@@ -235,12 +235,12 @@ cycquery.ops.ConditionGreaterThan
Parameters:
-col (str) – Column name on which to condition.
value (Any) – Value greater than.
equal (bool) – Include equality to the value.
col (str) – Column name on which to condition.
value (Any) – Value greater than.
equal (bool) – Include equality to the value.
not – Take negation of condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
**cond_kwargs (Any) – Optional keyword arguments for processing the condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
**cond_kwargs (Any) – Optional keyword arguments for processing the condition.
cycquery.ops.ConditionGreaterThan
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
Returns:
diff --git a/reference/api/_autosummary/cycquery.ops.ConditionIn.html b/reference/api/_autosummary/cycquery.ops.ConditionIn.html
index 08c96bf..ca09260 100644
--- a/reference/api/_autosummary/cycquery.ops.ConditionIn.html
+++ b/reference/api/_autosummary/cycquery.ops.ConditionIn.html
@@ -235,11 +235,11 @@ cycquery.ops.ConditionIn
Parameters:
-col (str) – Column name on which to condition.
values (Union[Any, List[Any]]) – Values in which the column value must be.
col (str) – Column name on which to condition.
values (Union[Any, List[Any]]) – Values in which the column value must be.
not – Take negation of condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
**cond_kwargs (Any) – Optional keyword arguments for processing the condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
**cond_kwargs (Any) – Optional keyword arguments for processing the condition.
cycquery.ops.ConditionIn
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
Returns:
diff --git a/reference/api/_autosummary/cycquery.ops.ConditionInMonths.html b/reference/api/_autosummary/cycquery.ops.ConditionInMonths.html
index d21653a..ec4d4bc 100644
--- a/reference/api/_autosummary/cycquery.ops.ConditionInMonths.html
+++ b/reference/api/_autosummary/cycquery.ops.ConditionInMonths.html
@@ -235,10 +235,10 @@ cycquery.ops.ConditionInMonths
Parameters:
-timestamp_col (str) – Timestamp column name.
months (Union[int, List[int]]) – Months in which the timestamps must be.
timestamp_col (str) – Timestamp column name.
months (Union[int, List[int]]) – Months in which the timestamps must be.
not – Take negation of condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
cycquery.ops.ConditionInMonths
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
Returns:
diff --git a/reference/api/_autosummary/cycquery.ops.ConditionInYears.html b/reference/api/_autosummary/cycquery.ops.ConditionInYears.html
index e71066e..cfa1c06 100644
--- a/reference/api/_autosummary/cycquery.ops.ConditionInYears.html
+++ b/reference/api/_autosummary/cycquery.ops.ConditionInYears.html
@@ -235,10 +235,10 @@ cycquery.ops.ConditionInYears
Parameters:
-timestamp_col (str) – Timestamp column name.
years (Union[int, List[int]]) – Years in which the timestamps must be.
timestamp_col (str) – Timestamp column name.
years (Union[int, List[int]]) – Years in which the timestamps must be.
not – Take negation of condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
cycquery.ops.ConditionInYears
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
Returns:
diff --git a/reference/api/_autosummary/cycquery.ops.ConditionLessThan.html b/reference/api/_autosummary/cycquery.ops.ConditionLessThan.html
index 626ea40..83e024f 100644
--- a/reference/api/_autosummary/cycquery.ops.ConditionLessThan.html
+++ b/reference/api/_autosummary/cycquery.ops.ConditionLessThan.html
@@ -235,12 +235,12 @@ cycquery.ops.ConditionLessThan
Parameters:
-col (str) – Column name on which to condition.
value (Any) – Value greater than.
equal (bool) – Include equality to the value.
col (str) – Column name on which to condition.
value (Any) – Value greater than.
equal (bool) – Include equality to the value.
not – Take negation of condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
**cond_kwargs (Any) – Optional keyword arguments for processing the condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
**cond_kwargs (Any) – Optional keyword arguments for processing the condition.
cycquery.ops.ConditionLessThan
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
Returns:
diff --git a/reference/api/_autosummary/cycquery.ops.ConditionLike.html b/reference/api/_autosummary/cycquery.ops.ConditionLike.html
index 2d6a1fe..70e3d03 100644
--- a/reference/api/_autosummary/cycquery.ops.ConditionLike.html
+++ b/reference/api/_autosummary/cycquery.ops.ConditionLike.html
@@ -235,10 +235,10 @@ cycquery.ops.ConditionLike
Parameters:
-col (str) – Column to filter on.
pattern (str) – Pattern to filter on.
col (str) – Column to filter on.
pattern (str) – Pattern to filter on.
not – Take negation of condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
cycquery.ops.ConditionLike
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
Returns:
diff --git a/reference/api/_autosummary/cycquery.ops.ConditionRegexMatch.html b/reference/api/_autosummary/cycquery.ops.ConditionRegexMatch.html
index fff2037..47128de 100644
--- a/reference/api/_autosummary/cycquery.ops.ConditionRegexMatch.html
+++ b/reference/api/_autosummary/cycquery.ops.ConditionRegexMatch.html
@@ -235,10 +235,10 @@ cycquery.ops.ConditionRegexMatch
Parameters:
-col (str) – Column name on which to condition.
regex (str) – Regular expression to match.
col (str) – Column name on which to condition.
regex (str) – Regular expression to match.
not – Take negation of condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
cycquery.ops.ConditionRegexMatch
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
Returns:
diff --git a/reference/api/_autosummary/cycquery.ops.ConditionStartsWith.html b/reference/api/_autosummary/cycquery.ops.ConditionStartsWith.html
index a3c35c4..1e22a39 100644
--- a/reference/api/_autosummary/cycquery.ops.ConditionStartsWith.html
+++ b/reference/api/_autosummary/cycquery.ops.ConditionStartsWith.html
@@ -239,7 +239,7 @@ cycquery.ops.ConditionStartsWithbool, default=False) – Take negation of condition.
binarize_col (str, optional) – If specified, create a Boolean column of name binarize_col instead of filtering.
**cond_kwargs (Any) – Optional keyword arguments for processing the condition.
**cond_kwargs (Any) – Optional keyword arguments for processing the condition.
cycquery.ops.ConditionStartsWith
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
Returns:
diff --git a/reference/api/_autosummary/cycquery.ops.ConditionSubstring.html b/reference/api/_autosummary/cycquery.ops.ConditionSubstring.html
index 139ce93..dfaacb7 100644
--- a/reference/api/_autosummary/cycquery.ops.ConditionSubstring.html
+++ b/reference/api/_autosummary/cycquery.ops.ConditionSubstring.html
@@ -237,13 +237,13 @@ cycquery.ops.ConditionSubstring
Parameters:
-col (str) – Column name on which to condition.
col (str) – Column name on which to condition.
any – If true, the row must have just one of the substrings. If false, it must
have all of the substrings.
not – Take negation of condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
**cond_kwargs (Any) – Optional keyword arguments for processing the condition.
binarize_col (Optional[str]) – If specified, create a Boolean column of name binarize_col instead of filtering.
**cond_kwargs (Any) – Optional keyword arguments for processing the condition.
cycquery.ops.ConditionSubstring
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
Returns:
diff --git a/reference/api/_autosummary/cycquery.ops.Count.html b/reference/api/_autosummary/cycquery.ops.Count.html
index 81f55d3..110498c 100644
--- a/reference/api/_autosummary/cycquery.ops.Count.html
+++ b/reference/api/_autosummary/cycquery.ops.Count.html
@@ -234,7 +234,7 @@ cycquery.ops.Count
Parameters:
-col (str) – Column to count.
+col (str) – Column to count.
Examples
@@ -253,7 +253,7 @@ cycquery.ops.Count
Parameters:
diff --git a/reference/api/_autosummary/cycquery.ops.Distinct.html b/reference/api/_autosummary/cycquery.ops.Distinct.html
index c608047..e728f24 100644
--- a/reference/api/_autosummary/cycquery.ops.Distinct.html
+++ b/reference/api/_autosummary/cycquery.ops.Distinct.html
@@ -234,7 +234,7 @@ cycquery.ops.DistinctGet distinct rows.
Examples
@@ -253,7 +253,7 @@ cycquery.ops.DistinctProcess the table.
- Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
- Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.Drop.html b/reference/api/_autosummary/cycquery.ops.Drop.html
index cc2b4cd..7f4426f 100644
--- a/reference/api/_autosummary/cycquery.ops.Drop.html
+++ b/reference/api/_autosummary/cycquery.ops.Drop.html
@@ -234,7 +234,7 @@ cycquery.ops.Drop
- Parameters:
-cols (Union[str, List[str]]) – Columns to drop.
+-
Examples
@@ -253,7 +253,7 @@ cycquery.ops.Drop
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.DropEmpty.html b/reference/api/_autosummary/cycquery.ops.DropEmpty.html
index a20e6b5..5a14ae0 100644
--- a/reference/api/_autosummary/cycquery.ops.DropEmpty.html
+++ b/reference/api/_autosummary/cycquery.ops.DropEmpty.html
@@ -234,7 +234,7 @@ cycquery.ops.DropEmptyRemove rows with empty values in some specified columns.
- Parameters:
-cols (Union[str, List[str]]) – Columns in which, if a value is empty, the corresponding row is removed.
+cols (Union[str, List[str]]) – Columns in which, if a value is empty, the corresponding row is removed.
Examples
@@ -253,7 +253,7 @@ cycquery.ops.DropEmptyProcess the table.
- Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
- Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.DropNulls.html b/reference/api/_autosummary/cycquery.ops.DropNulls.html
index cfad936..83a5a59 100644
--- a/reference/api/_autosummary/cycquery.ops.DropNulls.html
+++ b/reference/api/_autosummary/cycquery.ops.DropNulls.html
@@ -234,7 +234,7 @@ cycquery.ops.DropNullsRemove rows with null values in some specified columns.
- Parameters:
-cols (Union[str, List[str]]) – Columns in which, if a value is null, the corresponding row is removed.
+cols (Union[str, List[str]]) – Columns in which, if a value is null, the corresponding row is removed.
Examples
@@ -253,7 +253,7 @@ cycquery.ops.DropNullsProcess the table.
- Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
- Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.ExtractTimestampComponent.html b/reference/api/_autosummary/cycquery.ops.ExtractTimestampComponent.html
index 9a62ff8..da0277b 100644
--- a/reference/api/_autosummary/cycquery.ops.ExtractTimestampComponent.html
+++ b/reference/api/_autosummary/cycquery.ops.ExtractTimestampComponent.html
@@ -235,9 +235,9 @@ cycquery.ops.ExtractTimestampComponent
- Parameters:
-timestamp_col (str) – Timestamp column from which to extract the time component.
extract_str (str) – Information to extract, e.g., “year”, “month”
label (str) – Column label for the extracted column.
timestamp_col (str) – Timestamp column from which to extract the time component.
extract_str (str) – Information to extract, e.g., “year”, “month”
label (str) – Column label for the extracted column.
@@ -257,7 +257,7 @@ cycquery.ops.ExtractTimestampComponent
- Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
- Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.FillNull.html b/reference/api/_autosummary/cycquery.ops.FillNull.html
index c437f2d..8c59b9e 100644
--- a/reference/api/_autosummary/cycquery.ops.FillNull.html
+++ b/reference/api/_autosummary/cycquery.ops.FillNull.html
@@ -235,9 +235,9 @@ cycquery.ops.FillNull
- Parameters:
-fill_values (Union[Any, List[Any]]) – Value(s) to fill with.
new_col_names (Union[str, List[str], None]) – New column name(s) for the filled columns. If not provided,
fill_values (Union[Any, List[Any]]) – Value(s) to fill with.
new_col_names (Union[str, List[str], None]) – New column name(s) for the filled columns. If not provided,
@@ -258,7 +258,7 @@ cycquery.ops.FillNullFill NULL values with a given value.
- Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
- Returns:
Table with NULL values filled.
diff --git a/reference/api/_autosummary/cycquery.ops.GroupByAggregate.html b/reference/api/_autosummary/cycquery.ops.GroupByAggregate.html
index b3f3f8f..ee9d7b1 100644
--- a/reference/api/_autosummary/cycquery.ops.GroupByAggregate.html
+++ b/reference/api/_autosummary/cycquery.ops.GroupByAggregate.html
@@ -235,13 +235,13 @@ cycquery.ops.GroupByAggregate
- Parameters:
-groupby_cols (Union[str, List[str]]) – Columns by which to group.
aggfuncs (Union[Dict[str, Sequence[str]], Dict[str, str]]) – Specify a dictionary of key-value pairs:
+
groupby_cols (Union[str, List[str]]) – Columns by which to group.
aggfuncs (Union[Dict[str, Sequence[str]], Dict[str, str]]) – Specify a dictionary of key-value pairs:
column name: aggfunc string or
column name: (aggfunc string, new column label)
This labelling prevents the aggregation of the same column using multiple
aggregation functions.
aggseps (Optional[Dict[str, str]]) – Specify a dictionary of key-value pairs:
+
aggseps (Optional[Dict[str, str]]) – Specify a dictionary of key-value pairs:
column name: string_aggfunc separator
If string_agg used as aggfunc for a column, then a separator must be provided
for the same column.
cycquery.ops.GroupByAggregate
- Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
- Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.Join.html b/reference/api/_autosummary/cycquery.ops.Join.html
index d6a1581..5c64465 100644
--- a/reference/api/_autosummary/cycquery.ops.Join.html
+++ b/reference/api/_autosummary/cycquery.ops.Join.html
@@ -235,18 +235,18 @@ cycquery.ops.Join
- Parameters:
-join_table (Union[Select, Subquery, Table, DBTable]) – Table on which to join.
on (Union[str, List[str], Tuple[str], List[Tuple[str, str]], None]) – A list of strings or tuples representing columns on which to join.
+
join_table (Union[Select, Subquery, Table, DBTable]) – Table on which to join.
on (Union[str, List[str], Tuple[str], List[Tuple[str, str]], None]) – A list of strings or tuples representing columns on which to join.
Strings represent columns of same name in both tables. A tuple of
style (table_col, join_table_col) is used to join on columns of
different names. Suggested to specify this parameter as opposed to
cond.
on_to_type (Union[type, List[type], None]) – A list of types to which to convert the on columns before joining. Useful when
+
on_to_type (Union[type, List[type], None]) – A list of types to which to convert the on columns before joining. Useful when
two columns have the same values but in different format, e.g., strings of int.
cond (Optional[BinaryExpression]) – Condition on which to join to tables.
table_cols (Union[str, List[str], None]) – Filters to keep only these columns from the table.
join_table_cols (Union[str, List[str], None]) – Filters to keep only these columns from the join_table.
isouter (Optional[bool]) – Flag to say if the join is a left outer join.
cond (Optional[BinaryExpression]) – Condition on which to join to tables.
table_cols (Union[str, List[str], None]) – Filters to keep only these columns from the table.
join_table_cols (Union[str, List[str], None]) – Filters to keep only these columns from the join_table.
isouter (Optional[bool]) – Flag to say if the join is a left outer join.
@@ -272,7 +272,7 @@ cycquery.ops.Join
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.Keep.html b/reference/api/_autosummary/cycquery.ops.Keep.html
index 9bdda01..2aa823c 100644
--- a/reference/api/_autosummary/cycquery.ops.Keep.html
+++ b/reference/api/_autosummary/cycquery.ops.Keep.html
@@ -234,7 +234,7 @@ cycquery.ops.Keep
Parameters:
-cols (Union[str, List[str]]) – The columns to keep.
+
Examples
@@ -253,7 +253,7 @@ cycquery.ops.Keep
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.Limit.html b/reference/api/_autosummary/cycquery.ops.Limit.html
index d9c1192..db77bf0 100644
--- a/reference/api/_autosummary/cycquery.ops.Limit.html
+++ b/reference/api/_autosummary/cycquery.ops.Limit.html
@@ -234,7 +234,7 @@ cycquery.ops.Limit
Parameters:
-number (int) – Number of rows to return in the limit.
+number (int) – Number of rows to return in the limit.
Examples
@@ -252,7 +252,7 @@ cycquery.ops.Limit
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.Literal.html b/reference/api/_autosummary/cycquery.ops.Literal.html
index 4370ad4..388a32b 100644
--- a/reference/api/_autosummary/cycquery.ops.Literal.html
+++ b/reference/api/_autosummary/cycquery.ops.Literal.html
@@ -235,8 +235,8 @@ cycquery.ops.Literal
Parameters:
@@ -255,7 +255,7 @@ cycquery.ops.LiteralProcess the table.
- Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
- Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.Or.html b/reference/api/_autosummary/cycquery.ops.Or.html
index 2c9f1aa..82e8027 100644
--- a/reference/api/_autosummary/cycquery.ops.Or.html
+++ b/reference/api/_autosummary/cycquery.ops.Or.html
@@ -234,7 +234,7 @@ cycquery.ops.Or
- Parameters:
-cond_ops (Union[QueryOp, List[QueryOp]]) – Condition Query ops to combine.
+cond_ops (Union[QueryOp, List[QueryOp]]) – Condition Query ops to combine.
Examples
@@ -254,8 +254,8 @@ cycquery.ops.Or
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
return_cond (bool) – Return the condition instead of filtering.
Returns:
diff --git a/reference/api/_autosummary/cycquery.ops.OrderBy.html b/reference/api/_autosummary/cycquery.ops.OrderBy.html
index e61a9b0..8746ead 100644
--- a/reference/api/_autosummary/cycquery.ops.OrderBy.html
+++ b/reference/api/_autosummary/cycquery.ops.OrderBy.html
@@ -235,8 +235,8 @@ cycquery.ops.OrderBy
Parameters:
@@ -259,7 +259,7 @@ cycquery.ops.OrderByProcess the table.
- Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
- Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.QueryOp.html b/reference/api/_autosummary/cycquery.ops.QueryOp.html
index 6585233..d3ccab2 100644
--- a/reference/api/_autosummary/cycquery.ops.QueryOp.html
+++ b/reference/api/_autosummary/cycquery.ops.QueryOp.html
@@ -243,7 +243,7 @@ cycquery.ops.QueryOpImplement a calling function.
diff --git a/reference/api/_autosummary/cycquery.ops.RandomizeOrder.html b/reference/api/_autosummary/cycquery.ops.RandomizeOrder.html
index b85dc87..265d504 100644
--- a/reference/api/_autosummary/cycquery.ops.RandomizeOrder.html
+++ b/reference/api/_autosummary/cycquery.ops.RandomizeOrder.html
@@ -253,7 +253,7 @@ cycquery.ops.RandomizeOrder
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.Rename.html b/reference/api/_autosummary/cycquery.ops.Rename.html
index b85d88d..9d2ef72 100644
--- a/reference/api/_autosummary/cycquery.ops.Rename.html
+++ b/reference/api/_autosummary/cycquery.ops.Rename.html
@@ -235,8 +235,8 @@ cycquery.ops.Rename
Parameters:
-rename_map (Dict[str, str]) – Map from an existing column name to another name.
check_exists (bool) – Whether to check if all of the keys in the map exist as columns.
rename_map (Dict[str, str]) – Map from an existing column name to another name.
check_exists (bool) – Whether to check if all of the keys in the map exist as columns.
cycquery.ops.Rename
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.Reorder.html b/reference/api/_autosummary/cycquery.ops.Reorder.html
index cc85d45..0f7287c 100644
--- a/reference/api/_autosummary/cycquery.ops.Reorder.html
+++ b/reference/api/_autosummary/cycquery.ops.Reorder.html
@@ -234,7 +234,7 @@ cycquery.ops.ReorderReorder the columns in a table.
- Parameters:
-cols (List[str]) – Complete list of table column names in the new order.
+cols (List[str]) – Complete list of table column names in the new order.
Examples
@@ -252,7 +252,7 @@ cycquery.ops.ReorderProcess the table.
- Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
- Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.ReorderAfter.html b/reference/api/_autosummary/cycquery.ops.ReorderAfter.html
index 8b8da97..27edc75 100644
--- a/reference/api/_autosummary/cycquery.ops.ReorderAfter.html
+++ b/reference/api/_autosummary/cycquery.ops.ReorderAfter.html
@@ -235,8 +235,8 @@ cycquery.ops.ReorderAfter
- Parameters:
-cols (Union[str, List[str]]) – Ordered list of column names which will come after a specified column.
after (str) – Column name for the column after which the other columns will follow.
cols (Union[str, List[str]]) – Ordered list of column names which will come after a specified column.
after (str) – Column name for the column after which the other columns will follow.
@@ -255,7 +255,7 @@ cycquery.ops.ReorderAfter
Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.Sequential.html b/reference/api/_autosummary/cycquery.ops.Sequential.html
index a32ae36..13a30dd 100644
--- a/reference/api/_autosummary/cycquery.ops.Sequential.html
+++ b/reference/api/_autosummary/cycquery.ops.Sequential.html
@@ -245,7 +245,7 @@ cycquery.ops.SequentialInitialize the class.
- Parameters:
-args (QueryOp) – Query operations to be chained sequentially.
+args (QueryOp) – Query operations to be chained sequentially.
Methods
@@ -271,7 +271,7 @@ cycquery.ops.SequentialAdd two Sequential objects.
- Parameters:
-other (Sequential) – Sequential object to be added.
+other (Sequential) – Sequential object to be added.
- Returns:
Sequential object with the two Sequential objects chained.
@@ -288,7 +288,7 @@ cycquery.ops.SequentialExecute the query operations on the table.
- Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table to be queried.
+table (Union[Select, Subquery, Table, DBTable]) – Table to be queried.
- Returns:
Query result after chaining the query operations.
@@ -305,7 +305,7 @@ cycquery.ops.SequentialInitialize the class.
@@ -333,7 +333,7 @@ cycquery.ops.SequentialExtend the sequential query op with another sequential query op.
- Parameters:
-sequential (Sequential) – Sequential object to extend with.
+sequential (Sequential) – Sequential object to extend with.
- Returns:
Sequential object with the other sequential query op extended.
@@ -351,7 +351,7 @@ cycquery.ops.Sequential
- Parameters:
-
@@ -370,7 +370,7 @@ cycquery.ops.SequentialPop the query op at the given index.
- Parameters:
-key (Union[int, slice]) – Index of the query op to pop.
+-
- Returns:
Popped query op.
diff --git a/reference/api/_autosummary/cycquery.ops.Substring.html b/reference/api/_autosummary/cycquery.ops.Substring.html
index f50a4e8..f73f7aa 100644
--- a/reference/api/_autosummary/cycquery.ops.Substring.html
+++ b/reference/api/_autosummary/cycquery.ops.Substring.html
@@ -235,10 +235,10 @@ cycquery.ops.Substring
- Parameters:
-col (str) – Name of column which has string, where substring needs
+
col (str) – Name of column which has string, where substring needs
to be extracted.
start_index (int) – Start index of substring.
stop_index (int) – Stop index of substring.
start_index (int) – Start index of substring.
stop_index (int) – Stop index of substring.
new_col_name – Name of the new column with extracted substring.
cycquery.ops.SubstringProcess the table.
- Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
- Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.Trim.html b/reference/api/_autosummary/cycquery.ops.Trim.html
index 25d4003..e74743b 100644
--- a/reference/api/_autosummary/cycquery.ops.Trim.html
+++ b/reference/api/_autosummary/cycquery.ops.Trim.html
@@ -235,8 +235,8 @@ cycquery.ops.Trim
- Parameters:
-
@@ -259,7 +259,7 @@ cycquery.ops.Trim
- Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
- Returns:
Processed table.
diff --git a/reference/api/_autosummary/cycquery.ops.Union.html b/reference/api/_autosummary/cycquery.ops.Union.html
index 5202a35..cb7badd 100644
--- a/reference/api/_autosummary/cycquery.ops.Union.html
+++ b/reference/api/_autosummary/cycquery.ops.Union.html
@@ -235,8 +235,8 @@ cycquery.ops.Union
- Parameters:
-union_table (Union[Select, Subquery, Table, DBTable]) – Table to union with the first table.
union_all (Optional[bool]) – Whether to use the all keyword in the union.
union_table (Union[Select, Subquery, Table, DBTable]) – Table to union with the first table.
union_all (Optional[bool]) – Whether to use the all keyword in the union.
@@ -256,7 +256,7 @@ cycquery.ops.Union
- Parameters:
-table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
+table (Union[Select, Subquery, Table, DBTable]) – Table on which to perform the operation.
- Returns:
Processed table.
diff --git a/searchindex.js b/searchindex.js
index 3a66c90..117b997 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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"getting-started"]], "Installing cyclops-query using pip": [[3, "installing-cyclops-query-using-pip"]], "Query postgresql database": [[3, "query-postgresql-database"]], "\ud83e\uddd1\ud83c\udfff\u200d\ud83d\udcbb Developing": [[3, "developing"]], "Using poetry": [[3, "using-poetry"]], "Contributing": [[3, "contributing"]], "\ud83d\udcda Documentation": [[3, "documentation"]], "\ud83c\udf93 Citation": [[3, "citation"]], "cycquery.base": [[4, "module-cycquery.base"]], "cycquery.base.DatasetQuerier": [[5, "cycquery-base-datasetquerier"]], "cycquery.eicu": [[6, "module-cycquery.eicu"]], "cycquery.eicu.EICUQuerier": [[7, "cycquery-eicu-eicuquerier"]], "cycquery.gemini": [[8, "module-cycquery.gemini"]], "cycquery.gemini.GEMINIQuerier": [[9, "cycquery-gemini-geminiquerier"]], "cycquery.interface": [[10, "module-cycquery.interface"]], "cycquery.interface.QueryInterface": [[11, "cycquery-interface-queryinterface"]], "cycquery.mimiciii": [[12, "module-cycquery.mimiciii"]], 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"cycquery-ops-dropempty"]], "cycquery.ops.DropNulls": [[43, "cycquery-ops-dropnulls"]], "cycquery.ops.ExtractTimestampComponent": [[44, "cycquery-ops-extracttimestampcomponent"]], "cycquery.ops.FillNull": [[45, "cycquery-ops-fillnull"]], "cycquery.ops.GroupByAggregate": [[46, "cycquery-ops-groupbyaggregate"]], "cycquery.ops.Join": [[47, "cycquery-ops-join"]], "cycquery.ops.Keep": [[48, "cycquery-ops-keep"]], "cycquery.ops.Limit": [[49, "cycquery-ops-limit"]], "cycquery.ops.Literal": [[50, "cycquery-ops-literal"]], "cycquery.ops.Or": [[51, "cycquery-ops-or"]], "cycquery.ops.OrderBy": [[52, "cycquery-ops-orderby"]], "cycquery.ops.QueryOp": [[53, "cycquery-ops-queryop"]], "cycquery.ops.RandomizeOrder": [[54, "cycquery-ops-randomizeorder"]], "cycquery.ops.Rename": [[55, "cycquery-ops-rename"]], "cycquery.ops.Reorder": [[56, "cycquery-ops-reorder"]], "cycquery.ops.ReorderAfter": [[57, "cycquery-ops-reorderafter"]], "cycquery.ops.Sequential": [[58, "cycquery-ops-sequential"]], "cycquery.ops.Substring": [[59, "cycquery-ops-substring"]], "cycquery.ops.Trim": [[60, "cycquery-ops-trim"]], "cycquery.ops.Union": [[61, "cycquery-ops-union"]], "cycquery": [[62, "module-cycquery"]], "dataset APIs": [[62, "dataset-apis"]], "Tutorials": [[63, "tutorials"]], "eICU-CRD tutorial": [[64, "eICU-CRD-tutorial"]], "Imports and instantiate EICUQuerier": [[64, "Imports-and-instantiate-EICUQuerier"]], "Example 1. Get all female patients discharged in 2014 (limit to 100 rows).": [[64, "Example-1.-Get-all-female-patients-discharged-in-2014-(limit-to-100-rows)."]], "Example 2. Get all patient encounters with diagnoses (schizophrenia in diagnosisstring), discharged in the year 2015.": [[64, "Example-2.-Get-all-patient-encounters-with-diagnoses-(schizophrenia-in-diagnosisstring),-discharged-in-the-year-2015."]], "Example 3. Get potassium lab tests for patients discharged in the year 2014, for all teaching hospitals.": [[64, "Example-3.-Get-potassium-lab-tests-for-patients-discharged-in-the-year-2014,-for-all-teaching-hospitals."]], "Example 4. Get glucose medications (substring search) for female patients discharged in 2014.": [[64, "Example-4.-Get-glucose-medications-(substring-search)-for-female-patients-discharged-in-2014."]], "GEMINI tutorial": [[65, "GEMINI-tutorial"]], "Imports and instantiate GEMINIQuerier.": [[65, "Imports-and-instantiate-GEMINIQuerier."]], "Example 1a. Create a table with only one hospitalization per patient, keeping the most recent encounter for each patient. Sort the dataset by patient_id_hashed and discharge_date_time, and then keep the recent record.": [[65, "Example-1a.-Create-a-table-with-only-one-hospitalization-per-patient,-keeping-the-most-recent-encounter-for-each-patient.-Sort-the-dataset-by-patient_id_hashed-and-discharge_date_time,-and-then-keep-the-recent-record."]], "Example 1b. From the above set of encounters, take a subset of patients who were discharged between April 1, 2015 and March 31, 2016.": [[65, "Example-1b.-From-the-above-set-of-encounters,-take-a-subset-of-patients-who-were-discharged-between-April-1,-2015-and-March-31,-2016."]], "Example 1c. From the above set of encounters, get the total number of admissions for each hospital.": [[65, "Example-1c.-From-the-above-set-of-encounters,-get-the-total-number-of-admissions-for-each-hospital."]], "Example 2a. How many sodium tests were placed between Apr 1, 2015 and May 31, 2015 at hospital 101?": [[65, "Example-2a.-How-many-sodium-tests-were-placed-between-Apr-1,-2015-and-May-31,-2015-at-hospital-101?"]], "MIMIC-III tutorial": [[66, "MIMIC-III-tutorial"]], "Imports and instantiate MIMICIIIQuerier": [[66, "Imports-and-instantiate-MIMICIIIQuerier"]], "Example 1. Get all male patients with a mortality outcome.": [[66, "Example-1.-Get-all-male-patients-with-a-mortality-outcome."]], "Example 2. Get all female patient encounters with diagnoses (gastroenteritis in ICD-9 long title).": [[66, "Example-2.-Get-all-female-patient-encounters-with-diagnoses-(gastroenteritis-in-ICD-9-long-title)."]], "Example 3. Get potassium lab tests for female patients.": [[66, "Example-3.-Get-potassium-lab-tests-for-female-patients."]], "Example 4. Get AaDO2 carevue chart events for male patients that have a valuenum of less than 20.": [[66, "Example-4.-Get-AaDO2-carevue-chart-events-for-male-patients-that-have-a-valuenum-of-less-than-20."]], "MIMIC-IV tutorial": [[67, "MIMIC-IV-tutorial"]], "Imports and instantiate MIMICIVQuerier": [[67, "Imports-and-instantiate-MIMICIVQuerier"]], "Example 1. Get all patient admissions from 2021 or later (approx year of admission)": [[67, "Example-1.-Get-all-patient-admissions-from-2021-or-later-(approx-year-of-admission)"]], "Example 2. Get all patient encounters with diagnoses (schizophrenia in ICD-10 long title), in the year 2015.": [[67, "Example-2.-Get-all-patient-encounters-with-diagnoses-(schizophrenia-in-ICD-10-long-title),-in-the-year-2015."]], "Example 3. Advanced - uses ConditionRegexMatch from cyclops.query.ops. Get all patient encounters with diagnoses (ICD-9 long title contains schizophrenia and chronic ), in the year 2015.": [[67, "Example-3.-Advanced---uses-ConditionRegexMatch-from-cyclops.query.ops.-Get-all-patient-encounters-with-diagnoses-(ICD-9-long-title-contains-schizophrenia-and-chronic-),-in-the-year-2015."]], "Example 4. Get routine vital signs for patients from year 2015.": [[67, "Example-4.-Get-routine-vital-signs-for-patients-from-year-2015."]], "Example 5. Get hemoglobin lab tests for patients from year 2009.": [[67, "Example-5.-Get-hemoglobin-lab-tests-for-patients-from-year-2009."]], "Example 6. Get radiology reports and filter on keywords lymphadenopathy and infectious occurring together from year 2009.": [[67, "Example-6.-Get-radiology-reports-and-filter-on-keywords-lymphadenopathy-and-infectious-occurring-together-from-year-2009."]], "Example 7. Get all female patient encounters from year 2015, and return batches partitioned and indexed on subject_id.": [[67, "Example-7.-Get-all-female-patient-encounters-from-year-2015,-and-return-batches-partitioned-and-indexed-on-subject_id."]], "Example 8. Running a raw SQL string.": [[67, "Example-8.-Running-a-raw-SQL-string."]], "OMOP tutorial": [[68, "OMOP-tutorial"]], "Imports and instantiate OMOPQuerier.": [[68, "Imports-and-instantiate-OMOPQuerier."], [68, "id1"]], "Example 1. Get all patient visits in or after 2010.": [[68, "Example-1.-Get-all-patient-visits-in-or-after-2010."]], "Example 2. Get measurements for all visits in or after 2020.": [[68, "Example-2.-Get-measurements-for-all-visits-in-or-after-2020."]], "Example 1. Get all patient visits that ended in a mortality outcome in or after 2010.": [[68, "Example-1.-Get-all-patient-visits-that-ended-in-a-mortality-outcome-in-or-after-2010."]], "Example 2. Get all measurements for female patient visits with sepsis diagnoses, that ended in a mortality outcome.": [[68, "Example-2.-Get-all-measurements-for-female-patient-visits-with-sepsis-diagnoses,-that-ended-in-a-mortality-outcome."]]}, "indexentries": {"cycquery.base": [[4, "module-cycquery.base"]], "module": [[4, "module-cycquery.base"], [6, "module-cycquery.eicu"], [8, "module-cycquery.gemini"], [10, "module-cycquery.interface"], [12, "module-cycquery.mimiciii"], [14, "module-cycquery.mimiciv"], [16, "module-cycquery.omop"], [18, "module-cycquery.ops"], [62, "module-cycquery"]], "datasetquerier (class in cycquery.base)": [[5, "cycquery.base.DatasetQuerier"]], "db (datasetquerier attribute)": [[5, "cycquery.base.DatasetQuerier.db"]], "get_table() (datasetquerier method)": [[5, "cycquery.base.DatasetQuerier.get_table"]], "list_columns() (datasetquerier method)": [[5, "cycquery.base.DatasetQuerier.list_columns"]], "list_custom_tables() (datasetquerier method)": [[5, 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"\ud83d\udc23 Getting Started": [[3, "getting-started"]], "Installing cyclops-query using pip": [[3, "installing-cyclops-query-using-pip"]], "Query postgresql database": [[3, "query-postgresql-database"]], "\ud83e\uddd1\ud83c\udfff\u200d\ud83d\udcbb Developing": [[3, "developing"]], "Using poetry": [[3, "using-poetry"]], "Contributing": [[3, "contributing"]], "\ud83d\udcda Documentation": [[3, "documentation"]], "\ud83c\udf93 Citation": [[3, "citation"]], "cycquery.base": [[4, "module-cycquery.base"]], "cycquery.base.DatasetQuerier": [[5, "cycquery-base-datasetquerier"]], "cycquery.eicu": [[6, "module-cycquery.eicu"]], "cycquery.eicu.EICUQuerier": [[7, "cycquery-eicu-eicuquerier"]], "cycquery.gemini": [[8, "module-cycquery.gemini"]], "cycquery.gemini.GEMINIQuerier": [[9, "cycquery-gemini-geminiquerier"]], "cycquery.interface": [[10, "module-cycquery.interface"]], "cycquery.interface.QueryInterface": [[11, "cycquery-interface-queryinterface"]], "cycquery.mimiciii": [[12, 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"cycquery.ops.ConditionEndsWith": [[28, "cycquery-ops-conditionendswith"]], "cycquery.ops.ConditionEquals": [[29, "cycquery-ops-conditionequals"]], "cycquery.ops.ConditionGreaterThan": [[30, "cycquery-ops-conditiongreaterthan"]], "cycquery.ops.ConditionIn": [[31, "cycquery-ops-conditionin"]], "cycquery.ops.ConditionInMonths": [[32, "cycquery-ops-conditioninmonths"]], "cycquery.ops.ConditionInYears": [[33, "cycquery-ops-conditioninyears"]], "cycquery.ops.ConditionLessThan": [[34, "cycquery-ops-conditionlessthan"]], "cycquery.ops.ConditionLike": [[35, "cycquery-ops-conditionlike"]], "cycquery.ops.ConditionRegexMatch": [[36, "cycquery-ops-conditionregexmatch"]], "cycquery.ops.ConditionStartsWith": [[37, "cycquery-ops-conditionstartswith"]], "cycquery.ops.ConditionSubstring": [[38, "cycquery-ops-conditionsubstring"]], "cycquery.ops.Count": [[39, "cycquery-ops-count"]], "cycquery.ops.Distinct": [[40, "cycquery-ops-distinct"]], "cycquery.ops.Drop": [[41, "cycquery-ops-drop"]], "cycquery.ops.DropEmpty": [[42, "cycquery-ops-dropempty"]], "cycquery.ops.DropNulls": [[43, "cycquery-ops-dropnulls"]], "cycquery.ops.ExtractTimestampComponent": [[44, "cycquery-ops-extracttimestampcomponent"]], "cycquery.ops.FillNull": [[45, "cycquery-ops-fillnull"]], "cycquery.ops.GroupByAggregate": [[46, "cycquery-ops-groupbyaggregate"]], "cycquery.ops.Join": [[47, "cycquery-ops-join"]], "cycquery.ops.Keep": [[48, "cycquery-ops-keep"]], "cycquery.ops.Limit": [[49, "cycquery-ops-limit"]], "cycquery.ops.Literal": [[50, "cycquery-ops-literal"]], "cycquery.ops.Or": [[51, "cycquery-ops-or"]], "cycquery.ops.OrderBy": [[52, "cycquery-ops-orderby"]], "cycquery.ops.QueryOp": [[53, "cycquery-ops-queryop"]], "cycquery.ops.RandomizeOrder": [[54, "cycquery-ops-randomizeorder"]], "cycquery.ops.Rename": [[55, "cycquery-ops-rename"]], "cycquery.ops.Reorder": [[56, "cycquery-ops-reorder"]], "cycquery.ops.ReorderAfter": [[57, "cycquery-ops-reorderafter"]], "cycquery.ops.Sequential": [[58, "cycquery-ops-sequential"]], "cycquery.ops.Substring": [[59, "cycquery-ops-substring"]], "cycquery.ops.Trim": [[60, "cycquery-ops-trim"]], "cycquery.ops.Union": [[61, "cycquery-ops-union"]], "cycquery": [[62, "module-cycquery"]], "dataset APIs": [[62, "dataset-apis"]], "Tutorials": [[63, "tutorials"]], "eICU-CRD tutorial": [[64, "eICU-CRD-tutorial"]], "Imports and instantiate EICUQuerier": [[64, "Imports-and-instantiate-EICUQuerier"]], "Example 1. Get all female patients discharged in 2014 (limit to 100 rows).": [[64, "Example-1.-Get-all-female-patients-discharged-in-2014-(limit-to-100-rows)."]], "Example 2. Get all patient encounters with diagnoses (schizophrenia in diagnosisstring), discharged in the year 2015.": [[64, "Example-2.-Get-all-patient-encounters-with-diagnoses-(schizophrenia-in-diagnosisstring),-discharged-in-the-year-2015."]], "Example 3. Get potassium lab tests for patients discharged in the year 2014, for all teaching hospitals.": [[64, "Example-3.-Get-potassium-lab-tests-for-patients-discharged-in-the-year-2014,-for-all-teaching-hospitals."]], "Example 4. Get glucose medications (substring search) for female patients discharged in 2014.": [[64, "Example-4.-Get-glucose-medications-(substring-search)-for-female-patients-discharged-in-2014."]], "GEMINI tutorial": [[65, "GEMINI-tutorial"]], "Imports and instantiate GEMINIQuerier.": [[65, "Imports-and-instantiate-GEMINIQuerier."]], "Example 1a. Create a table with only one hospitalization per patient, keeping the most recent encounter for each patient. Sort the dataset by patient_id_hashed and discharge_date_time, and then keep the recent record.": [[65, "Example-1a.-Create-a-table-with-only-one-hospitalization-per-patient,-keeping-the-most-recent-encounter-for-each-patient.-Sort-the-dataset-by-patient_id_hashed-and-discharge_date_time,-and-then-keep-the-recent-record."]], "Example 1b. From the above set of encounters, take a subset of patients who were discharged between April 1, 2015 and March 31, 2016.": [[65, "Example-1b.-From-the-above-set-of-encounters,-take-a-subset-of-patients-who-were-discharged-between-April-1,-2015-and-March-31,-2016."]], "Example 1c. From the above set of encounters, get the total number of admissions for each hospital.": [[65, "Example-1c.-From-the-above-set-of-encounters,-get-the-total-number-of-admissions-for-each-hospital."]], "Example 2a. How many sodium tests were placed between Apr 1, 2015 and May 31, 2015 at hospital 101?": [[65, "Example-2a.-How-many-sodium-tests-were-placed-between-Apr-1,-2015-and-May-31,-2015-at-hospital-101?"]], "MIMIC-III tutorial": [[66, "MIMIC-III-tutorial"]], "Imports and instantiate MIMICIIIQuerier": [[66, "Imports-and-instantiate-MIMICIIIQuerier"]], "Example 1. Get all male patients with a mortality outcome.": [[66, "Example-1.-Get-all-male-patients-with-a-mortality-outcome."]], "Example 2. Get all female patient encounters with diagnoses (gastroenteritis in ICD-9 long title).": [[66, "Example-2.-Get-all-female-patient-encounters-with-diagnoses-(gastroenteritis-in-ICD-9-long-title)."]], "Example 3. Get potassium lab tests for female patients.": [[66, "Example-3.-Get-potassium-lab-tests-for-female-patients."]], "Example 4. Get AaDO2 carevue chart events for male patients that have a valuenum of less than 20.": [[66, "Example-4.-Get-AaDO2-carevue-chart-events-for-male-patients-that-have-a-valuenum-of-less-than-20."]], "MIMIC-IV tutorial": [[67, "MIMIC-IV-tutorial"]], "Imports and instantiate MIMICIVQuerier": [[67, "Imports-and-instantiate-MIMICIVQuerier"]], "Example 1. Get all patient admissions from 2021 or later (approx year of admission)": [[67, "Example-1.-Get-all-patient-admissions-from-2021-or-later-(approx-year-of-admission)"]], "Example 2. Get all patient encounters with diagnoses (schizophrenia in ICD-10 long title), in the year 2015.": [[67, "Example-2.-Get-all-patient-encounters-with-diagnoses-(schizophrenia-in-ICD-10-long-title),-in-the-year-2015."]], "Example 3. Advanced - uses ConditionRegexMatch from cyclops.query.ops. Get all patient encounters with diagnoses (ICD-9 long title contains schizophrenia and chronic ), in the year 2015.": [[67, "Example-3.-Advanced---uses-ConditionRegexMatch-from-cyclops.query.ops.-Get-all-patient-encounters-with-diagnoses-(ICD-9-long-title-contains-schizophrenia-and-chronic-),-in-the-year-2015."]], "Example 4. Get routine vital signs for patients from year 2015.": [[67, "Example-4.-Get-routine-vital-signs-for-patients-from-year-2015."]], "Example 5. Get hemoglobin lab tests for patients from year 2009.": [[67, "Example-5.-Get-hemoglobin-lab-tests-for-patients-from-year-2009."]], "Example 6. Get radiology reports and filter on keywords lymphadenopathy and infectious occurring together from year 2009.": [[67, "Example-6.-Get-radiology-reports-and-filter-on-keywords-lymphadenopathy-and-infectious-occurring-together-from-year-2009."]], "Example 7. Get all female patient encounters from year 2015, and return batches partitioned and indexed on subject_id.": [[67, "Example-7.-Get-all-female-patient-encounters-from-year-2015,-and-return-batches-partitioned-and-indexed-on-subject_id."]], "Example 8. Running a raw SQL string.": [[67, "Example-8.-Running-a-raw-SQL-string."]], "OMOP tutorial": [[68, "OMOP-tutorial"]], "Imports and instantiate OMOPQuerier.": [[68, "Imports-and-instantiate-OMOPQuerier."], [68, "id1"]], "Example 1. Get all patient visits in or after 2010.": [[68, "Example-1.-Get-all-patient-visits-in-or-after-2010."]], "Example 2. Get measurements for all visits in or after 2020.": [[68, "Example-2.-Get-measurements-for-all-visits-in-or-after-2020."]], "Example 1. Get all patient visits that ended in a mortality outcome in or after 2010.": [[68, "Example-1.-Get-all-patient-visits-that-ended-in-a-mortality-outcome-in-or-after-2010."]], "Example 2. Get all measurements for female patient visits with sepsis diagnoses, that ended in a mortality outcome.": [[68, "Example-2.-Get-all-measurements-for-female-patient-visits-with-sepsis-diagnoses,-that-ended-in-a-mortality-outcome."]]}, "indexentries": {"cycquery.base": [[4, "module-cycquery.base"]], "module": [[4, "module-cycquery.base"], [6, "module-cycquery.eicu"], [8, "module-cycquery.gemini"], [10, "module-cycquery.interface"], [12, "module-cycquery.mimiciii"], [14, "module-cycquery.mimiciv"], [16, "module-cycquery.omop"], [18, "module-cycquery.ops"], [62, "module-cycquery"]], "datasetquerier (class in cycquery.base)": [[5, "cycquery.base.DatasetQuerier"]], "db (datasetquerier attribute)": [[5, "cycquery.base.DatasetQuerier.db"]], "get_table() (datasetquerier method)": [[5, "cycquery.base.DatasetQuerier.get_table"]], "list_columns() (datasetquerier method)": [[5, "cycquery.base.DatasetQuerier.list_columns"]], "list_custom_tables() (datasetquerier method)": [[5, "cycquery.base.DatasetQuerier.list_custom_tables"]], "list_schemas() (datasetquerier method)": [[5, "cycquery.base.DatasetQuerier.list_schemas"]], "list_tables() (datasetquerier method)": [[5, "cycquery.base.DatasetQuerier.list_tables"]], "cycquery.eicu": [[6, "module-cycquery.eicu"]], "eicuquerier (class in cycquery.eicu)": [[7, "cycquery.eicu.EICUQuerier"]], "get_table() (eicuquerier method)": [[7, "cycquery.eicu.EICUQuerier.get_table"]], "list_columns() (eicuquerier method)": [[7, "cycquery.eicu.EICUQuerier.list_columns"]], "list_custom_tables() (eicuquerier method)": [[7, "cycquery.eicu.EICUQuerier.list_custom_tables"]], "list_schemas() (eicuquerier method)": [[7, "cycquery.eicu.EICUQuerier.list_schemas"]], "list_tables() (eicuquerier method)": [[7, "cycquery.eicu.EICUQuerier.list_tables"]], "cycquery.gemini": [[8, "module-cycquery.gemini"]], "geminiquerier (class in cycquery.gemini)": [[9, "cycquery.gemini.GEMINIQuerier"]], "care_units() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.care_units"]], "diagnoses() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.diagnoses"]], "get_table() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.get_table"]], "imaging() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.imaging"]], "ip_admin() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.ip_admin"]], "list_columns() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.list_columns"]], "list_custom_tables() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.list_custom_tables"]], "list_schemas() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.list_schemas"]], "list_tables() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.list_tables"]], "room_transfer() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.room_transfer"]], "cycquery.interface": [[10, "module-cycquery.interface"]], "queryinterface (class in cycquery.interface)": [[11, "cycquery.interface.QueryInterface"]], "__init__() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.__init__"]], "clear_data() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.clear_data"]], "data (queryinterface property)": [[11, "cycquery.interface.QueryInterface.data"]], "join() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.join"]], "ops() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.ops"]], "run() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.run"]], "save() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.save"]], "union() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.union"]], "union_all() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.union_all"]], "cycquery.mimiciii": [[12, "module-cycquery.mimiciii"]], "mimiciiiquerier (class in cycquery.mimiciii)": [[13, "cycquery.mimiciii.MIMICIIIQuerier"]], "chartevents() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.chartevents"]], "diagnoses() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.diagnoses"]], "get_table() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.get_table"]], "labevents() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.labevents"]], "list_columns() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.list_columns"]], "list_custom_tables() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.list_custom_tables"]], "list_schemas() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.list_schemas"]], "list_tables() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.list_tables"]], "cycquery.mimiciv": [[14, "module-cycquery.mimiciv"]], "mimicivquerier (class in cycquery.mimiciv)": [[15, "cycquery.mimiciv.MIMICIVQuerier"]], "chartevents() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.chartevents"]], "diagnoses() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.diagnoses"]], "get_table() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.get_table"]], "labevents() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.labevents"]], "list_columns() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.list_columns"]], "list_custom_tables() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.list_custom_tables"]], "list_schemas() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.list_schemas"]], "list_tables() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.list_tables"]], "patients() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.patients"]], "cycquery.omop": [[16, "module-cycquery.omop"]], "omopquerier (class in cycquery.omop)": [[17, "cycquery.omop.OMOPQuerier"]], "get_table() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.get_table"]], "list_columns() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.list_columns"]], "list_custom_tables() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.list_custom_tables"]], "list_schemas() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.list_schemas"]], "list_tables() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.list_tables"]], "map_concept_ids_to_name() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.map_concept_ids_to_name"]], "measurement() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.measurement"]], "observation() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.observation"]], "person() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.person"]], "visit_detail() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.visit_detail"]], "visit_occurrence() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.visit_occurrence"]], "cycquery.ops": [[18, "module-cycquery.ops"]], "addcolumn (class in cycquery.ops)": [[19, "cycquery.ops.AddColumn"]], "__call__() (addcolumn method)": [[19, "cycquery.ops.AddColumn.__call__"]], "adddeltacolumn (class in cycquery.ops)": [[20, "cycquery.ops.AddDeltaColumn"]], "__call__() (adddeltacolumn method)": [[20, "cycquery.ops.AddDeltaColumn.__call__"]], "adddeltaconstant (class in cycquery.ops)": [[21, "cycquery.ops.AddDeltaConstant"]], "__call__() (adddeltaconstant method)": [[21, "cycquery.ops.AddDeltaConstant.__call__"]], "addnumeric (class in cycquery.ops)": [[22, "cycquery.ops.AddNumeric"]], "__call__() (addnumeric method)": [[22, "cycquery.ops.AddNumeric.__call__"]], "and (class in cycquery.ops)": [[23, "cycquery.ops.And"]], "__call__() (and method)": [[23, "cycquery.ops.And.__call__"]], "apply (class in cycquery.ops)": [[24, "cycquery.ops.Apply"]], "__call__() (apply method)": [[24, "cycquery.ops.Apply.__call__"]], "cast (class in cycquery.ops)": [[25, "cycquery.ops.Cast"]], "__call__() (cast method)": [[25, "cycquery.ops.Cast.__call__"]], "conditionafterdate (class in cycquery.ops)": [[26, "cycquery.ops.ConditionAfterDate"]], "__call__() (conditionafterdate method)": [[26, "cycquery.ops.ConditionAfterDate.__call__"]], "conditionbeforedate (class in cycquery.ops)": [[27, "cycquery.ops.ConditionBeforeDate"]], "__call__() (conditionbeforedate method)": [[27, "cycquery.ops.ConditionBeforeDate.__call__"]], "conditionendswith (class in cycquery.ops)": [[28, "cycquery.ops.ConditionEndsWith"]], "__call__() (conditionendswith method)": [[28, "cycquery.ops.ConditionEndsWith.__call__"]], "conditionequals (class in cycquery.ops)": [[29, "cycquery.ops.ConditionEquals"]], "__call__() (conditionequals method)": [[29, "cycquery.ops.ConditionEquals.__call__"]], "conditiongreaterthan (class in cycquery.ops)": [[30, "cycquery.ops.ConditionGreaterThan"]], "__call__() (conditiongreaterthan method)": [[30, "cycquery.ops.ConditionGreaterThan.__call__"]], "conditionin (class in cycquery.ops)": [[31, "cycquery.ops.ConditionIn"]], "__call__() (conditionin method)": [[31, "cycquery.ops.ConditionIn.__call__"]], "conditioninmonths (class in cycquery.ops)": [[32, "cycquery.ops.ConditionInMonths"]], "__call__() (conditioninmonths method)": [[32, "cycquery.ops.ConditionInMonths.__call__"]], "conditioninyears (class in cycquery.ops)": [[33, "cycquery.ops.ConditionInYears"]], "__call__() (conditioninyears method)": [[33, "cycquery.ops.ConditionInYears.__call__"]], "conditionlessthan (class in cycquery.ops)": [[34, "cycquery.ops.ConditionLessThan"]], "__call__() (conditionlessthan method)": [[34, "cycquery.ops.ConditionLessThan.__call__"]], "conditionlike (class in cycquery.ops)": [[35, "cycquery.ops.ConditionLike"]], "__call__() (conditionlike method)": [[35, "cycquery.ops.ConditionLike.__call__"]], "conditionregexmatch (class in cycquery.ops)": [[36, "cycquery.ops.ConditionRegexMatch"]], "__call__() (conditionregexmatch method)": [[36, "cycquery.ops.ConditionRegexMatch.__call__"]], "conditionstartswith (class in cycquery.ops)": [[37, "cycquery.ops.ConditionStartsWith"]], "__call__() (conditionstartswith method)": [[37, "cycquery.ops.ConditionStartsWith.__call__"]], "conditionsubstring (class in cycquery.ops)": [[38, "cycquery.ops.ConditionSubstring"]], "__call__() (conditionsubstring method)": [[38, "cycquery.ops.ConditionSubstring.__call__"]], "count (class in cycquery.ops)": [[39, "cycquery.ops.Count"]], "__call__() (count method)": [[39, "cycquery.ops.Count.__call__"]], "distinct (class in cycquery.ops)": [[40, "cycquery.ops.Distinct"]], "__call__() (distinct method)": [[40, "cycquery.ops.Distinct.__call__"]], "drop (class in cycquery.ops)": [[41, "cycquery.ops.Drop"]], "__call__() (drop method)": [[41, "cycquery.ops.Drop.__call__"]], "dropempty (class in cycquery.ops)": [[42, "cycquery.ops.DropEmpty"]], "__call__() (dropempty method)": [[42, "cycquery.ops.DropEmpty.__call__"]], "dropnulls (class in cycquery.ops)": [[43, "cycquery.ops.DropNulls"]], "__call__() (dropnulls method)": [[43, "cycquery.ops.DropNulls.__call__"]], "extracttimestampcomponent (class in cycquery.ops)": [[44, "cycquery.ops.ExtractTimestampComponent"]], "__call__() (extracttimestampcomponent method)": [[44, "cycquery.ops.ExtractTimestampComponent.__call__"]], "fillnull (class in cycquery.ops)": [[45, "cycquery.ops.FillNull"]], "__call__() (fillnull method)": [[45, "cycquery.ops.FillNull.__call__"]], "groupbyaggregate (class in cycquery.ops)": [[46, "cycquery.ops.GroupByAggregate"]], "__call__() (groupbyaggregate method)": [[46, "cycquery.ops.GroupByAggregate.__call__"]], "join (class in cycquery.ops)": [[47, "cycquery.ops.Join"]], "__call__() (join method)": [[47, "cycquery.ops.Join.__call__"]], "keep (class in cycquery.ops)": [[48, "cycquery.ops.Keep"]], "__call__() (keep method)": [[48, "cycquery.ops.Keep.__call__"]], "limit (class in cycquery.ops)": [[49, "cycquery.ops.Limit"]], "__call__() (limit method)": [[49, "cycquery.ops.Limit.__call__"]], "literal (class in cycquery.ops)": [[50, "cycquery.ops.Literal"]], "__call__() (literal method)": [[50, "cycquery.ops.Literal.__call__"]], "or (class in cycquery.ops)": [[51, "cycquery.ops.Or"]], "__call__() (or method)": [[51, "cycquery.ops.Or.__call__"]], "orderby (class in cycquery.ops)": [[52, "cycquery.ops.OrderBy"]], "__call__() (orderby method)": [[52, "cycquery.ops.OrderBy.__call__"]], "queryop (class in cycquery.ops)": [[53, "cycquery.ops.QueryOp"]], "__call__() (queryop method)": [[53, "cycquery.ops.QueryOp.__call__"]], "randomizeorder (class in cycquery.ops)": [[54, "cycquery.ops.RandomizeOrder"]], "__call__() (randomizeorder method)": [[54, "cycquery.ops.RandomizeOrder.__call__"]], "rename (class in cycquery.ops)": [[55, "cycquery.ops.Rename"]], "__call__() (rename method)": [[55, "cycquery.ops.Rename.__call__"]], "reorder (class in cycquery.ops)": [[56, "cycquery.ops.Reorder"]], "__call__() (reorder method)": [[56, "cycquery.ops.Reorder.__call__"]], "reorderafter (class in cycquery.ops)": [[57, "cycquery.ops.ReorderAfter"]], "__call__() (reorderafter method)": [[57, "cycquery.ops.ReorderAfter.__call__"]], "sequential (class in cycquery.ops)": [[58, "cycquery.ops.Sequential"]], "__add__() (sequential method)": [[58, "cycquery.ops.Sequential.__add__"]], "__call__() (sequential method)": [[58, "cycquery.ops.Sequential.__call__"]], "__init__() (sequential method)": [[58, "cycquery.ops.Sequential.__init__"]], "append() (sequential method)": [[58, "cycquery.ops.Sequential.append"]], "extend() (sequential method)": [[58, "cycquery.ops.Sequential.extend"]], "insert() (sequential method)": [[58, "cycquery.ops.Sequential.insert"]], "pop() (sequential method)": [[58, "cycquery.ops.Sequential.pop"]], "substring (class in cycquery.ops)": [[59, "cycquery.ops.Substring"]], "__call__() (substring method)": [[59, "cycquery.ops.Substring.__call__"]], "trim (class in cycquery.ops)": [[60, "cycquery.ops.Trim"]], "__call__() (trim method)": [[60, "cycquery.ops.Trim.__call__"]], "union (class in cycquery.ops)": [[61, "cycquery.ops.Union"]], "__call__() (union method)": [[61, "cycquery.ops.Union.__call__"]], "cycquery": [[62, "module-cycquery"]]}})
\ No newline at end of file
diff --git a/tutorials/eicu.html b/tutorials/eicu.html
index 9bd29cc..4deaa49 100644
--- a/tutorials/eicu.html
+++ b/tutorials/eicu.html
@@ -478,7 +478,7 @@ Imports and instantiate
-2023-11-08 15:58:24,363 INFO cycquery.orm - Database setup, ready to run queries!
+2023-11-23 22:37:47,310 INFO cycquery.orm - Database setup, ready to run queries!
@@ -542,8 +542,8 @@ Example 1. Get all female patients discharged in 2014 (limit to 100 rows).
-2023-11-08 15:58:25,008 INFO cycquery.orm - Query returned successfully!
-2023-11-08 15:58:25,009 INFO cycquery.utils.profile - Finished executing function run_query in 0.037633 s
+2023-11-23 22:37:48,180 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:37:48,181 INFO cycquery.utils.profile - Finished executing function run_query in 0.052660 s
@@ -578,8 +578,8 @@ Example 2. Get all patient encounters with diagnoses (
-2023-11-08 15:58:25,109 INFO cycquery.orm - Query returned successfully!
-2023-11-08 15:58:25,109 INFO cycquery.utils.profile - Finished executing function run_query in 0.085164 s
+2023-11-23 22:37:48,281 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:37:48,282 INFO cycquery.utils.profile - Finished executing function run_query in 0.080187 s
-2023-11-08 15:58:25,170 INFO cycquery.orm - Query returned successfully!
-2023-11-08 15:58:25,171 INFO cycquery.utils.profile - Finished executing function run_query in 0.039931 s
+2023-11-23 22:37:48,344 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:37:48,346 INFO cycquery.utils.profile - Finished executing function run_query in 0.039138 s
-2023-11-08 15:58:25,293 INFO cycquery.orm - Query returned successfully!
-2023-11-08 15:58:25,294 INFO cycquery.utils.profile - Finished executing function run_query in 0.102749 s
+2023-11-23 22:37:48,542 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:37:48,543 INFO cycquery.utils.profile - Finished executing function run_query in 0.173201 s
-2023-11-08 15:58:32,875 INFO cycquery.orm - Database setup, ready to run queries!
+2023-11-23 22:37:58,713 INFO cycquery.orm - Database setup, ready to run queries!
-2023-11-08 15:58:37,986 INFO cycquery.orm - Query returned successfully!
-2023-11-08 15:58:37,987 INFO cycquery.utils.profile - Finished executing function run_query in 0.026587 s
+2023-11-23 22:38:05,599 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:38:05,600 INFO cycquery.utils.profile - Finished executing function run_query in 0.040093 s
-2023-11-08 15:58:38,292 INFO cycquery.orm - Query returned successfully!
-2023-11-08 15:58:38,293 INFO cycquery.utils.profile - Finished executing function run_query in 0.276888 s
+2023-11-23 22:38:05,735 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:38:05,737 INFO cycquery.utils.profile - Finished executing function run_query in 0.098095 s
-2023-11-08 15:58:38,367 INFO cycquery.orm - Query returned successfully!
-2023-11-08 15:58:38,368 INFO cycquery.utils.profile - Finished executing function run_query in 0.035920 s
+2023-11-23 22:38:05,812 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:38:05,813 INFO cycquery.utils.profile - Finished executing function run_query in 0.036237 s
-2023-11-08 15:59:50,841 INFO cycquery.orm - Query returned successfully!
-2023-11-08 15:59:50,843 INFO cycquery.utils.profile - Finished executing function run_query in 72.434316 s
+2023-11-23 22:39:15,290 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:39:15,291 INFO cycquery.utils.profile - Finished executing function run_query in 69.433935 s
-2023-11-08 15:59:56,113 INFO cycquery.orm - Database setup, ready to run queries!
+2023-11-23 22:39:20,348 INFO cycquery.orm - Database setup, ready to run queries!
-2023-11-08 15:59:58,225 INFO cycquery.orm - Query returned successfully!
-2023-11-08 15:59:58,226 INFO cycquery.utils.profile - Finished executing function run_query in 0.290448 s
+2023-11-23 22:39:23,281 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:39:23,282 INFO cycquery.utils.profile - Finished executing function run_query in 0.199134 s
-2023-11-08 15:59:59,040 INFO cycquery.orm - Query returned successfully!
-2023-11-08 15:59:59,041 INFO cycquery.utils.profile - Finished executing function run_query in 0.772522 s
+2023-11-23 22:39:23,934 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:39:23,935 INFO cycquery.utils.profile - Finished executing function run_query in 0.611809 s
-2023-11-08 16:00:00,676 INFO cycquery.orm - Query returned successfully!
-2023-11-08 16:00:00,676 INFO cycquery.utils.profile - Finished executing function run_query in 1.594978 s
+2023-11-23 22:39:25,453 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:39:25,454 INFO cycquery.utils.profile - Finished executing function run_query in 1.474806 s
-2023-11-08 16:01:24,568 INFO cycquery.orm - Query returned successfully!
-2023-11-08 16:01:24,569 INFO cycquery.utils.profile - Finished executing function run_query in 83.843559 s
+2023-11-23 22:40:50,768 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:40:50,770 INFO cycquery.utils.profile - Finished executing function run_query in 85.286734 s
-2023-11-08 16:02:34,956 INFO cycquery.orm - Query returned successfully!
-2023-11-08 16:02:34,957 INFO cycquery.utils.profile - Finished executing function run_query in 70.321969 s
+2023-11-23 22:41:57,034 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:41:57,035 INFO cycquery.utils.profile - Finished executing function run_query in 66.222633 s
-2023-11-08 16:02:42,459 INFO cycquery.orm - Query returned successfully!
-2023-11-08 16:02:42,460 INFO cycquery.utils.profile - Finished executing function run_query in 7.464549 s
+2023-11-23 22:42:04,740 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:42:04,741 INFO cycquery.utils.profile - Finished executing function run_query in 7.664807 s
-2023-11-08 16:02:42,811 INFO cycquery.orm - Query returned successfully!
-2023-11-08 16:02:42,812 INFO cycquery.utils.profile - Finished executing function run_query in 0.303958 s
+2023-11-23 22:42:05,089 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:42:05,091 INFO cycquery.utils.profile - Finished executing function run_query in 0.307930 s
-2023-11-08 16:02:42,930 INFO cycquery.orm - Query returned successfully!
-2023-11-08 16:02:42,931 INFO cycquery.utils.profile - Finished executing function run_query in 0.005479 s
+2023-11-23 22:42:05,255 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:42:05,256 INFO cycquery.utils.profile - Finished executing function run_query in 0.006093 s
-2023-11-08 16:02:46,669 INFO cycquery.orm - Database setup, ready to run queries!
+2023-11-23 22:42:09,381 INFO cycquery.orm - Database setup, ready to run queries!
-2023-11-08 16:02:48,170 INFO cycquery.orm - Query returned successfully!
-2023-11-08 16:02:48,172 INFO cycquery.utils.profile - Finished executing function run_query in 0.067953 s
+2023-11-23 22:42:10,882 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:42:10,884 INFO cycquery.utils.profile - Finished executing function run_query in 0.062023 s
-2023-11-08 16:02:48,313 INFO cycquery.orm - Query returned successfully!
-2023-11-08 16:02:48,314 INFO cycquery.utils.profile - Finished executing function run_query in 0.061197 s
+2023-11-23 22:42:10,992 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:42:10,993 INFO cycquery.utils.profile - Finished executing function run_query in 0.059403 s
-2023-11-08 16:02:53,687 INFO cycquery.orm - Database setup, ready to run queries!
+2023-11-23 22:42:17,739 INFO cycquery.orm - Database setup, ready to run queries!
-2023-11-08 16:03:01,176 INFO cycquery.orm - Query returned successfully!
-2023-11-08 16:03:01,177 INFO cycquery.utils.profile - Finished executing function run_query in 0.922518 s
+2023-11-23 22:42:25,667 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:42:25,668 INFO cycquery.utils.profile - Finished executing function run_query in 0.932004 s
-2023-11-08 16:03:17,750 INFO cycquery.orm - Query returned successfully!
-2023-11-08 16:03:17,752 INFO cycquery.utils.profile - Finished executing function run_query in 16.504966 s
+2023-11-23 22:42:41,542 INFO cycquery.orm - Query returned successfully!
+2023-11-23 22:42:41,543 INFO cycquery.utils.profile - Finished executing function run_query in 15.802630 s