Note
This is the documentation for the current state of the development branch of Qiskit Experiments. The documentation or APIs here can change prior to being released.
AnalysisResultTable¶
- class AnalysisResultTable[source]¶
A table-like dataset for analysis results.
Default table columns are defined in the class attribute
DEFAULT_COLUMNS
. The table is automatically expanded when an extra key is included in the input dictionary data. Missing columns in the input data are filled with a null value.Table row index (i.e. entry ID) is created by truncating the result_id string which is basically a UUID-4 string. A random unique ID is generated when the result_id is missing in the input data.
Any operation on the table value via the instance methods guarantees thread safety.
Create new dataset.
Attributes
- DEFAULT_COLUMNS = ['name', 'experiment', 'components', 'value', 'quality', 'experiment_id', 'result_id', 'tags', 'backend', 'run_time', 'created_time']¶
- VALID_ID_REGEX = re.compile('\\A(?P<short_id>\\w{8})-\\w{4}-\\w{4}-\\w{4}-\\w{12}\\Z')¶
- columns¶
All columns in current dataset.
- dataframe¶
Dataframe object of analysis results.
- result_ids¶
Result IDs in current dataset.
Methods
- add_data(*, result_id=None, **data)[source]¶
Add new data to this dataset.
- Parameters:
result_id (str | None) – A unique UUID-4 string for this data entry. The full string is used to identify the data in the experiment service database, and a short ID is created by truncating this string as a dataframe index.
data – Arbitrary key-value pairs representing a single data entry. Missing values for default columns are filled with
None
.
- Returns:
Assigned analysis result ID.
- Return type:
str
- copy()[source]¶
Create new thread-safe instance with the same data.
Note
This returns a new object with shallow copied data frame.
- del_data(key)[source]¶
Delete matched entries from this dataset.
- Parameters:
key (str | int) – Identifier of the entry of interest.
- Returns:
Deleted analysis result IDs.
- Return type:
list[str]
- classmethod from_dataframe(data)[source]¶
Create new dataset with existing dataframe.
- Parameters:
data (DataFrame) – Bare dataframe object.
- Returns:
A new AnalysisResults instance.
- Return type:
- get_data(key=None, columns='default')[source]¶
Get matched entries from this dataset.
- Parameters:
key (str | int | slice | None) – Identifier of the entry of interest.
columns (str | list[str]) – List of names or a policy (default, minimal, all) of data columns included in the returned data frame.
- Returns:
Matched entries in a single data frame or series.
- Return type: