The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code: DatasetGenerationError
Exception: ArrowNotImplementedError
Message: Cannot write struct type 'timeStats' with no child field to Parquet. Consider adding a dummy child field.
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 583, in write_table
self._build_writer(inferred_schema=pa_table.schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 404, in _build_writer
self.pa_writer = self._WRITER_CLASS(self.stream, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/parquet/core.py", line 1010, in __init__
self.writer = _parquet.ParquetWriter(
File "pyarrow/_parquet.pyx", line 2157, in pyarrow._parquet.ParquetWriter.__cinit__
File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
pyarrow.lib.ArrowNotImplementedError: Cannot write struct type 'timeStats' with no child field to Parquet. Consider adding a dummy child field.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2027, in _prepare_split_single
num_examples, num_bytes = writer.finalize()
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 602, in finalize
self._build_writer(self.schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 404, in _build_writer
self.pa_writer = self._WRITER_CLASS(self.stream, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/parquet/core.py", line 1010, in __init__
self.writer = _parquet.ParquetWriter(
File "pyarrow/_parquet.pyx", line 2157, in pyarrow._parquet.ParquetWriter.__cinit__
File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
pyarrow.lib.ArrowNotImplementedError: Cannot write struct type 'timeStats' with no child field to Parquet. Consider adding a dummy child field.
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1529, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1154, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2038, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
COLOR_NOMINAL_VS_QUANTITATIVE
bool | ancestor_ids
sequence | seed_data_name
string | COLOR_SAME_QUANTITATIVE
bool | parent_id
string | cost
int64 | COLOR_CONSTANT_VS_QUANTITATIVE
bool | source_code
string | COLOR_CONSTANT_VS_NOMINAL
bool | COLOR_DIFF_QUANTITATIVE
bool | SHAPE_SAME_NOMINAL
bool | XY_MEASURE_NAMES
bool | revision_step
string | COLOR_DIFF_NOMINAL
bool | file_number
int64 | CHANNEL_FIELD_SHIFT
bool | revision_step_function
string | seed_data_stats
list | provenance_step_types
sequence | parent_source_code
string | is_consistent
bool | CHANNEL_FIELD_SWAP
bool | number_of_charts_in_dashboard
int64 | SHAPE_DIFF_NOMINAL
bool | XY_SAME_QUANTITATIVE
bool | SIZE_SAME_QUANTITATIVE
bool | SIZE_NO_DIFF
bool | COLOR_SAME_NOMINAL
bool | SHAPE_CONSTANT
bool | id
string | XY_SAME_NOMINAL
bool | provenance
sequence | provenance_step_costs
sequence |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
false | [
""
] | Barley | false | 4 | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}}] | false | false | false | false | REVISION_STEP_ADD_CHART | false | 0 | false | function addChart(parent, stepType, allFields, option) {
if (stepType === void 0) { stepType = models_1.REVISION_STEP_ADD_CHART; }
if (option === void 0) { option = 'random'; }
var _a = parent.dashboard, chartIDs = _a.chartIDs, chartTitles = _a.chartTitles, vlSpecs = _a.vlSpecs;
var enumerated = [];
if (vlSpecs.length >= 5) {
return enumerated;
} // keep at most 5 charts in dashboard
switch (option) {
case 'empty':
enumerated.push(__assign({}, parent.dashboard, { stepType: stepType, textDescription: NL_EMPTY[Math.floor(Math.random() * NL_EMPTY.length)], chartIDs: __spread(chartIDs, [chartIDs.length]), chartTitles: __spread(chartTitles, ["untitled"]), vlSpecs: __spread(vlSpecs, [models_1.DEFAULT_SPEC]), hasBeen: __assign({}, parent.dashboard.hasBeen) }));
break;
case 'random':
var ENCODINGS = 3;
var _b = getRandomChart(ENCODINGS, allFields), spec = _b.spec, provenance = _b.provenance;
enumerated.push(__assign({}, parent.dashboard, { stepType: stepType, textDescription: provenance.join(' '), chartIDs: __spread(chartIDs, [chartIDs.length]), chartTitles: __spread(chartTitles, ["untitled"]), vlSpecs: __spread(vlSpecs, [spec]), hasBeen: __assign({}, parent.dashboard.hasBeen) }));
break;
default:
break;
}
return enumerated;
} | [
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] | [
"REVISION_STEP_ADD_CHART"
] | false | false | 1 | false | false | false | false | false | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}}] | false | [
"Make a new chart. Add variety to y. Add field \"site\" to y. Add \"year\" to shape."
] | [
4
] |
||
false | [
"",
"[{\"mark\":\"point\",\"data\":{\"name\":\"source\"},\"encoding\":{\"y\":{\"field\":\"site\",\"type\":\"nominal\"},\"shape\":{\"field\":\"year\",\"type\":\"nominal\"}}}]"
] | Barley | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}}] | 5 | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"color":{"value":"#83bcb6"}}}] | false | false | false | false | REVISION_STEP_SET_CONSTANT_COLOR_IN_ALL_CHARTS | false | 1 | false | function enumSetConstantColorInAllCharts(parent, stepType, enumerate, sampleSize) {
if (stepType === void 0) { stepType = models_1.REVISION_STEP_SET_CONSTANT_COLOR_IN_ALL_CHARTS; }
if (enumerate === void 0) { enumerate = 'random'; }
if (sampleSize === void 0) { sampleSize = models_1.SAMPLE_SIZE; }
// if default color has already been set, don't set again
// in this way, we only set default color once from root to each leaf
if (parent.dashboard.hasBeen.setConstantColor) {
return [];
}
var enumerated = [];
switch (enumerate) {
case 'common':
for (var c in color_def_1.COMMON_CONSTANT_COLORS) {
var color = color_def_1.COMMON_CONSTANT_COLORS[c];
var withColorSet = setConstantColorInAllCharts(parent, stepType, color);
if (withColorSet) {
enumerated.push(withColorSet);
}
}
break;
case 'random':
for (var i = 0; i < sampleSize; i++) {
var color = Object.values(color_def_1.TABLEAU20)[Math.floor(Math.random() * 20)];
var withColorSet = setConstantColorInAllCharts(parent, stepType, color);
if (withColorSet) {
enumerated.push(withColorSet);
}
}
default:
break;
}
return enumerated;
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] | [
"REVISION_STEP_ADD_CHART",
"REVISION_STEP_SET_CONSTANT_COLOR_IN_ALL_CHARTS"
] | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}}] | true | false | 1 | false | false | false | false | false | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"color":{"value":"#83bcb6"}}}] | false | [
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] | [
4,
1
] |
false | [
"",
"[{\"mark\":\"point\",\"data\":{\"name\":\"source\"},\"encoding\":{\"y\":{\"field\":\"site\",\"type\":\"nominal\"},\"shape\":{\"field\":\"year\",\"type\":\"nominal\"}}}]"
] | Barley | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}}] | 6 | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"x":{"field":"yield","type":"quantitative"}}}] | false | false | false | false | REVISION_STEP_ADD_FIELD | false | 2 | false | function enumAddField(parent, stepType, allFields, enumerate, sampleSize) {
if (stepType === void 0) { stepType = models_1.REVISION_STEP_ADD_FIELD; }
if (enumerate === void 0) { enumerate = 'random'; }
if (sampleSize === void 0) { sampleSize = models_1.SAMPLE_SIZE; }
var enumerated = [];
var allConsistencySpecs = parent.consistencySpecs;
var allChannels = ['x', 'y', 'color', 'size', 'shape'];
switch (enumerate) {
case 'all':
allFields.all.forEach(function (field) {
allConsistencySpecs.forEach(function (cSpec, index) {
allChannels.forEach(function (channel) {
var withFieldAdded = addField(parent.dashboard, cSpec, index, stepType, field, channel);
if (withFieldAdded) {
enumerated.push(withFieldAdded);
}
});
});
});
break;
case 'random':
for (var i = 0; i < sampleSize; i++) {
var field = allFields.all[Math.floor(Math.random() * allFields.all.length)];
var index = Math.floor(Math.random() * allConsistencySpecs.length);
if ((parent.dashboard.vlSpecs[index].description || '').startsWith('vl-template-')) {
continue;
} // skip template
var cSpec = allConsistencySpecs[index];
var channelPool = channel_field_1.getChannelPool(cSpec.channelFieldMap);
var channel = channelPool[Math.floor(Math.random() * channelPool.length)];
var withFieldAdded = addField(parent.dashboard, cSpec, index, stepType, field, channel);
if (withFieldAdded) {
enumerated.push(withFieldAdded);
}
}
break;
case 'nominal':
case 'quantitative':
default:
break;
}
return enumerated;
} | [
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{
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},
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},
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},
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},
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}
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},
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}
] | [
"REVISION_STEP_ADD_CHART",
"REVISION_STEP_ADD_FIELD"
] | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}}] | true | false | 1 | false | false | false | false | false | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"x":{"field":"yield","type":"quantitative"}}}] | false | [
"Make a new chart. Add variety to y. Add field \"site\" to y. Add \"year\" to shape.",
"Add \"yield\" to x in chart 1."
] | [
4,
2
] |
false | [
"",
"[{\"mark\":\"point\",\"data\":{\"name\":\"source\"},\"encoding\":{\"y\":{\"field\":\"site\",\"type\":\"nominal\"},\"shape\":{\"field\":\"year\",\"type\":\"nominal\"}}}]",
"[{\"mark\":\"point\",\"data\":{\"name\":\"source\"},\"encoding\":{\"y\":{\"field\":\"site\",\"type\":\"nominal\"},\"shape\":{\"field\":\"year\",\"type\":\"nominal\"},\"x\":{\"field\":\"yield\",\"type\":\"quantitative\"}}}]"
] | Barley | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"x":{"field":"yield","type":"quantitative"}}}] | 7 | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"x":{"field":"yield","type":"quantitative"},"color":{"value":"#d6a5c9"}}}] | false | false | false | false | REVISION_STEP_SET_CONSTANT_COLOR_IN_ALL_CHARTS | false | 3 | false | function enumSetConstantColorInAllCharts(parent, stepType, enumerate, sampleSize) {
if (stepType === void 0) { stepType = models_1.REVISION_STEP_SET_CONSTANT_COLOR_IN_ALL_CHARTS; }
if (enumerate === void 0) { enumerate = 'random'; }
if (sampleSize === void 0) { sampleSize = models_1.SAMPLE_SIZE; }
// if default color has already been set, don't set again
// in this way, we only set default color once from root to each leaf
if (parent.dashboard.hasBeen.setConstantColor) {
return [];
}
var enumerated = [];
switch (enumerate) {
case 'common':
for (var c in color_def_1.COMMON_CONSTANT_COLORS) {
var color = color_def_1.COMMON_CONSTANT_COLORS[c];
var withColorSet = setConstantColorInAllCharts(parent, stepType, color);
if (withColorSet) {
enumerated.push(withColorSet);
}
}
break;
case 'random':
for (var i = 0; i < sampleSize; i++) {
var color = Object.values(color_def_1.TABLEAU20)[Math.floor(Math.random() * 20)];
var withColorSet = setConstantColorInAllCharts(parent, stepType, color);
if (withColorSet) {
enumerated.push(withColorSet);
}
}
default:
break;
}
return enumerated;
} | [
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},
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},
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}
] | [
"REVISION_STEP_ADD_CHART",
"REVISION_STEP_ADD_FIELD",
"REVISION_STEP_SET_CONSTANT_COLOR_IN_ALL_CHARTS"
] | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"x":{"field":"yield","type":"quantitative"}}}] | true | false | 1 | false | false | false | false | false | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"x":{"field":"yield","type":"quantitative"},"color":{"value":"#d6a5c9"}}}] | false | [
"Make a new chart. Add variety to y. Add field \"site\" to y. Add \"year\" to shape.",
"Add \"yield\" to x in chart 1.",
"The dashboard should be #d6a5c9."
] | [
4,
2,
1
] |
false | [
"",
"[{\"mark\":\"point\",\"data\":{\"name\":\"source\"},\"encoding\":{\"y\":{\"field\":\"site\",\"type\":\"nominal\"},\"shape\":{\"field\":\"year\",\"type\":\"nominal\"}}}]",
"[{\"mark\":\"point\",\"data\":{\"name\":\"source\"},\"encoding\":{\"y\":{\"field\":\"site\",\"type\":\"nominal\"},\"shape\":{\"field\":\"year\",\"type\":\"nominal\"},\"color\":{\"value\":\"#83bcb6\"}}}]"
] | Barley | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"color":{"value":"#83bcb6"}}}] | 7 | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"color":{"field":"year","type":"nominal"}}}] | false | false | false | false | REVISION_STEP_ADD_FIELD | false | 4 | false | function enumAddField(parent, stepType, allFields, enumerate, sampleSize) {
if (stepType === void 0) { stepType = models_1.REVISION_STEP_ADD_FIELD; }
if (enumerate === void 0) { enumerate = 'random'; }
if (sampleSize === void 0) { sampleSize = models_1.SAMPLE_SIZE; }
var enumerated = [];
var allConsistencySpecs = parent.consistencySpecs;
var allChannels = ['x', 'y', 'color', 'size', 'shape'];
switch (enumerate) {
case 'all':
allFields.all.forEach(function (field) {
allConsistencySpecs.forEach(function (cSpec, index) {
allChannels.forEach(function (channel) {
var withFieldAdded = addField(parent.dashboard, cSpec, index, stepType, field, channel);
if (withFieldAdded) {
enumerated.push(withFieldAdded);
}
});
});
});
break;
case 'random':
for (var i = 0; i < sampleSize; i++) {
var field = allFields.all[Math.floor(Math.random() * allFields.all.length)];
var index = Math.floor(Math.random() * allConsistencySpecs.length);
if ((parent.dashboard.vlSpecs[index].description || '').startsWith('vl-template-')) {
continue;
} // skip template
var cSpec = allConsistencySpecs[index];
var channelPool = channel_field_1.getChannelPool(cSpec.channelFieldMap);
var channel = channelPool[Math.floor(Math.random() * channelPool.length)];
var withFieldAdded = addField(parent.dashboard, cSpec, index, stepType, field, channel);
if (withFieldAdded) {
enumerated.push(withFieldAdded);
}
}
break;
case 'nominal':
case 'quantitative':
default:
break;
}
return enumerated;
} | [
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] | [
"REVISION_STEP_ADD_CHART",
"REVISION_STEP_SET_CONSTANT_COLOR_IN_ALL_CHARTS",
"REVISION_STEP_ADD_FIELD"
] | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"color":{"value":"#83bcb6"}}}] | true | false | 1 | false | false | false | false | false | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"color":{"field":"year","type":"nominal"}}}] | false | [
"Make a new chart. Add variety to y. Add field \"site\" to y. Add \"year\" to shape.",
"Set the default color to #83bcb6 in all charts.",
"In chart 1, add field \"year\" to color."
] | [
4,
1,
2
] |
false | [
"",
"[{\"mark\":\"point\",\"data\":{\"name\":\"source\"},\"encoding\":{\"y\":{\"field\":\"site\",\"type\":\"nominal\"},\"shape\":{\"field\":\"year\",\"type\":\"nominal\"}}}]",
"[{\"mark\":\"point\",\"data\":{\"name\":\"source\"},\"encoding\":{\"y\":{\"field\":\"site\",\"type\":\"nominal\"},\"shape\":{\"field\":\"year\",\"type\":\"nominal\"},\"x\":{\"field\":\"yield\",\"type\":\"quantitative\"}}}]"
] | Barley | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"x":{"field":"yield","type":"quantitative"}}}] | 8 | false | [{"mark":"point","data":{"name":"source"},"encoding":{"shape":{"field":"year","type":"nominal"},"x":{"field":"yield","type":"quantitative"}}}] | false | false | false | false | REVISION_STEP_REMOVE_FIELD | false | 5 | false | function enumRemoveField(parent, stepType, enumerate, sampleSize) {
if (stepType === void 0) { stepType = models_1.REVISION_STEP_REMOVE_FIELD; }
if (enumerate === void 0) { enumerate = 'random'; }
if (sampleSize === void 0) { sampleSize = models_1.SAMPLE_SIZE; }
var enumerated = [];
switch (enumerate) {
case 'all':
parent.consistencySpecs.forEach(function (cSpec, index) {
for (var channel in cSpec.channelFieldMap) {
var field = cSpec.channelFieldMap[channel];
if (field) {
var withFieldRemoved = removeField(parent.dashboard, cSpec, index, stepType, field, channel);
if (withFieldRemoved) {
enumerated.push(withFieldRemoved);
}
}
}
});
break;
case 'random':
for (var i = 0; i < sampleSize; i++) {
var index = Math.floor(Math.random() * parent.consistencySpecs.length);
if ((parent.dashboard.vlSpecs[index].description || '').startsWith('vl-template-')) {
continue;
} // skip template
var cSpec = parent.consistencySpecs[index];
var couldBeRemovedChannels = [
'x',
'y',
'color',
'size',
'shape',
];
var channel = couldBeRemovedChannels[Math.floor(Math.random() * couldBeRemovedChannels.length)];
var field = cSpec.channelFieldMap[channel];
if (field) {
var withFieldRemoved = removeField(parent.dashboard, cSpec, index, stepType, field, channel);
if (withFieldRemoved) {
enumerated.push(withFieldRemoved);
}
}
}
break;
}
return enumerated;
} | [
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] | [
"REVISION_STEP_ADD_CHART",
"REVISION_STEP_ADD_FIELD",
"REVISION_STEP_REMOVE_FIELD"
] | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"x":{"field":"yield","type":"quantitative"}}}] | true | false | 1 | false | false | false | false | false | false | [{"mark":"point","data":{"name":"source"},"encoding":{"shape":{"field":"year","type":"nominal"},"x":{"field":"yield","type":"quantitative"}}}] | false | [
"Make a new chart. Add variety to y. Add field \"site\" to y. Add \"year\" to shape.",
"Add \"yield\" to x in chart 1.",
"Delete site from y in chart 1."
] | [
4,
2,
2
] |
false | [
"",
"[{\"mark\":\"point\",\"data\":{\"name\":\"source\"},\"encoding\":{\"y\":{\"field\":\"site\",\"type\":\"nominal\"},\"shape\":{\"field\":\"year\",\"type\":\"nominal\"}}}]",
"[{\"mark\":\"point\",\"data\":{\"name\":\"source\"},\"encoding\":{\"y\":{\"field\":\"site\",\"type\":\"nominal\"},\"shape\":{\"field\":\"year\",\"type\":\"nominal\"},\"color\":{\"value\":\"#83bcb6\"}}}]"
] | Barley | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"color":{"value":"#83bcb6"}}}] | 8 | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"variety","type":"nominal"},"color":{"value":"#83bcb6"}}}] | false | false | false | false | REVISION_STEP_REPLACE_FIELD | false | 6 | false | function enumReplaceField(parent, stepType, fields, enumerate, sampleSize) {
if (stepType === void 0) { stepType = models_1.REVISION_STEP_REPLACE_FIELD; }
if (enumerate === void 0) { enumerate = 'random'; }
if (sampleSize === void 0) { sampleSize = models_1.SAMPLE_SIZE; }
var enumerated = [];
var allConsistencySpecs = parent.consistencySpecs;
var allChannels = ['x', 'y', 'color', 'size', 'shape'];
switch (enumerate) {
case 'all':
fields.all.forEach(function (field) {
allConsistencySpecs.forEach(function (cSpec, index) {
allChannels.forEach(function (channel) {
var withFieldReplaced = replaceField(parent.dashboard, cSpec, index, stepType, field, channel);
if (withFieldReplaced) {
enumerated.push(withFieldReplaced);
}
});
});
});
break;
case 'random':
for (var i = 0; i < sampleSize; i++) {
var field = fields.all[Math.floor(Math.random() * fields.all.length)];
var index = Math.floor(Math.random() * allConsistencySpecs.length);
if ((parent.dashboard.vlSpecs[index].description || '').startsWith('vl-template-')) {
continue;
} // skip template
var cSpec = allConsistencySpecs[index];
var probablisticChannels = [
'x', 'x', 'x',
'y', 'y', 'y',
'color', 'color',
'size',
'shape',
];
var channel = probablisticChannels[Math.floor(Math.random() * probablisticChannels.length)];
var withFieldReplaced = replaceField(parent.dashboard, cSpec, index, stepType, field, channel);
if (withFieldReplaced) {
enumerated.push(withFieldReplaced);
}
}
break;
}
return enumerated;
} | [
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] | [
"REVISION_STEP_ADD_CHART",
"REVISION_STEP_SET_CONSTANT_COLOR_IN_ALL_CHARTS",
"REVISION_STEP_REPLACE_FIELD"
] | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"color":{"value":"#83bcb6"}}}] | true | false | 1 | false | false | false | false | false | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"variety","type":"nominal"},"color":{"value":"#83bcb6"}}}] | false | [
"Make a new chart. Add variety to y. Add field \"site\" to y. Add \"year\" to shape.",
"Set the default color to #83bcb6 in all charts.",
"Remove year in chart 1 and add variety instead."
] | [
4,
1,
3
] |
false | [
"",
"[{\"mark\":\"point\",\"data\":{\"name\":\"source\"},\"encoding\":{\"y\":{\"field\":\"site\",\"type\":\"nominal\"},\"shape\":{\"field\":\"year\",\"type\":\"nominal\"}}}]"
] | Barley | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}}] | 8 | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}},{"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"name":"source"},"vconcat":[{"params":[{"name":"brush","select":"interval"}],"mark":"point","encoding":{"x":{"field":"yield","type":"quantitative","title":"yield"},"y":{"field":"yield","type":"quantitative","title":"yield"}}},{"transform":[{"filter":{"param":"brush"}}],"mark":"point","encoding":{"x":{"field":"yield","type":"quantitative","scale":{},"title":"yield"},"y":{"field":"yield","type":"quantitative","scale":{},"title":"yield"}}}],"index":643,"description":"vl-template-643","title":""}] | false | false | false | false | REVISION_STEP_ADD_TEMPLATE | false | 7 | false | function enumAddTemplate(parent, stepType, gallery, fields, enumerate, sampleSize) {
if (stepType === void 0) { stepType = models_1.REVISION_STEP_ADD_TEMPLATE; }
if (enumerate === void 0) { enumerate = 'random'; }
if (sampleSize === void 0) { sampleSize = models_1.SAMPLE_SIZE; }
var enumerated = [];
switch (enumerate) {
case 'random':
for (var i = 0; i < sampleSize; i++) {
var index = WORKING_TEMPLATES[Math.floor(Math.random() * WORKING_TEMPLATES.length)];
var templateWithProvenance = replaceAllFieldsInTemplate(gallery[index], index, fields);
if (!templateWithProvenance) {
continue;
}
if (templateWithProvenance.provenance.length <= 1) {
continue;
} // (hack): patch for empty template
var withTemplateAdded = addTemplate(parent, stepType, templateWithProvenance);
if (withTemplateAdded) {
enumerated.push(withTemplateAdded);
}
}
break;
case 'all':
for (var i = 0; i < WORKING_TEMPLATES.length; i++) {
var templateWithProvenance = replaceAllFieldsInTemplate(gallery[i], i, fields);
if (!templateWithProvenance) {
continue;
}
var withTemplateAdded = addTemplate(parent, stepType, templateWithProvenance);
if (withTemplateAdded) {
enumerated.push(withTemplateAdded);
}
}
break;
default:
break;
}
return enumerated;
} | [
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] | [
"REVISION_STEP_ADD_CHART",
"REVISION_STEP_ADD_TEMPLATE"
] | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}}] | false | false | 2 | false | false | false | false | false | true | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}},{"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"name":"source"},"vconcat":[{"params":[{"name":"brush","select":"interval"}],"mark":"point","encoding":{"x":{"field":"yield","type":"quantitative","title":"yield"},"y":{"field":"yield","type":"quantitative","title":"yield"}}},{"transform":[{"filter":{"param":"brush"}}],"mark":"point","encoding":{"x":{"field":"yield","type":"quantitative","scale":{},"title":"yield"},"y":{"field":"yield","type":"quantitative","scale":{},"title":"yield"}}}],"index":643,"description":"vl-template-643","title":""}] | false | [
"Make a new chart. Add variety to y. Add field \"site\" to y. Add \"year\" to shape.",
"Add vl-template-643 to the dashboard. Replace field in x with yield. Plug in yield on y. Plug in \"yield\" Replace field in y with yield."
] | [
4,
4
] |
false | [
"",
"[{\"mark\":\"point\",\"data\":{\"name\":\"source\"},\"encoding\":{\"y\":{\"field\":\"site\",\"type\":\"nominal\"},\"shape\":{\"field\":\"year\",\"type\":\"nominal\"}}}]"
] | Barley | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}}] | 8 | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}},{"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"name":"source"},"repeat":{"row":["Displacement","Miles_per_Gallon"],"column":["Horsepower","Miles_per_Gallon"]},"spec":{"mark":"point","encoding":{"x":{"field":"yield","type":"quantitative","title":"yield"},"y":{"field":"yield","type":"quantitative","title":"yield"},"color":{"field":"year","type":"nominal","title":"year"}}},"index":630,"description":"vl-template-630","title":""}] | false | false | false | false | REVISION_STEP_ADD_TEMPLATE | false | 8 | false | function enumAddTemplate(parent, stepType, gallery, fields, enumerate, sampleSize) {
if (stepType === void 0) { stepType = models_1.REVISION_STEP_ADD_TEMPLATE; }
if (enumerate === void 0) { enumerate = 'random'; }
if (sampleSize === void 0) { sampleSize = models_1.SAMPLE_SIZE; }
var enumerated = [];
switch (enumerate) {
case 'random':
for (var i = 0; i < sampleSize; i++) {
var index = WORKING_TEMPLATES[Math.floor(Math.random() * WORKING_TEMPLATES.length)];
var templateWithProvenance = replaceAllFieldsInTemplate(gallery[index], index, fields);
if (!templateWithProvenance) {
continue;
}
if (templateWithProvenance.provenance.length <= 1) {
continue;
} // (hack): patch for empty template
var withTemplateAdded = addTemplate(parent, stepType, templateWithProvenance);
if (withTemplateAdded) {
enumerated.push(withTemplateAdded);
}
}
break;
case 'all':
for (var i = 0; i < WORKING_TEMPLATES.length; i++) {
var templateWithProvenance = replaceAllFieldsInTemplate(gallery[i], i, fields);
if (!templateWithProvenance) {
continue;
}
var withTemplateAdded = addTemplate(parent, stepType, templateWithProvenance);
if (withTemplateAdded) {
enumerated.push(withTemplateAdded);
}
}
break;
default:
break;
}
return enumerated;
} | [
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] | [
"REVISION_STEP_ADD_CHART",
"REVISION_STEP_ADD_TEMPLATE"
] | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}}] | false | false | 2 | false | false | false | false | false | true | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}},{"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"name":"source"},"repeat":{"row":["Displacement","Miles_per_Gallon"],"column":["Horsepower","Miles_per_Gallon"]},"spec":{"mark":"point","encoding":{"x":{"field":"yield","type":"quantitative","title":"yield"},"y":{"field":"yield","type":"quantitative","title":"yield"},"color":{"field":"year","type":"nominal","title":"year"}}},"index":630,"description":"vl-template-630","title":""}] | false | [
"Make a new chart. Add variety to y. Add field \"site\" to y. Add \"year\" to shape.",
"Add vl-template-630 to the dashboard and plug in my data: Replace field in x with yield. Replace [object Object] with yield on y. Plug in year on color."
] | [
4,
4
] |
false | [
"",
"[{\"mark\":\"point\",\"data\":{\"name\":\"source\"},\"encoding\":{\"y\":{\"field\":\"site\",\"type\":\"nominal\"},\"shape\":{\"field\":\"year\",\"type\":\"nominal\"}}}]"
] | Barley | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}}] | 8 | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}},{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"year","type":"nominal"},"color":{"field":"year","type":"nominal"}}}] | true | false | false | false | REVISION_STEP_ADD_CHART | false | 9 | true | function addChart(parent, stepType, allFields, option) {
if (stepType === void 0) { stepType = models_1.REVISION_STEP_ADD_CHART; }
if (option === void 0) { option = 'random'; }
var _a = parent.dashboard, chartIDs = _a.chartIDs, chartTitles = _a.chartTitles, vlSpecs = _a.vlSpecs;
var enumerated = [];
if (vlSpecs.length >= 5) {
return enumerated;
} // keep at most 5 charts in dashboard
switch (option) {
case 'empty':
enumerated.push(__assign({}, parent.dashboard, { stepType: stepType, textDescription: NL_EMPTY[Math.floor(Math.random() * NL_EMPTY.length)], chartIDs: __spread(chartIDs, [chartIDs.length]), chartTitles: __spread(chartTitles, ["untitled"]), vlSpecs: __spread(vlSpecs, [models_1.DEFAULT_SPEC]), hasBeen: __assign({}, parent.dashboard.hasBeen) }));
break;
case 'random':
var ENCODINGS = 3;
var _b = getRandomChart(ENCODINGS, allFields), spec = _b.spec, provenance = _b.provenance;
enumerated.push(__assign({}, parent.dashboard, { stepType: stepType, textDescription: provenance.join(' '), chartIDs: __spread(chartIDs, [chartIDs.length]), chartTitles: __spread(chartTitles, ["untitled"]), vlSpecs: __spread(vlSpecs, [spec]), hasBeen: __assign({}, parent.dashboard.hasBeen) }));
break;
default:
break;
}
return enumerated;
} | [
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] | [
"REVISION_STEP_ADD_CHART",
"REVISION_STEP_ADD_CHART"
] | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}}] | false | false | 2 | false | false | false | false | false | true | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}},{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"year","type":"nominal"},"color":{"field":"year","type":"nominal"}}}] | false | [
"Make a new chart. Add variety to y. Add field \"site\" to y. Add \"year\" to shape.",
"Create a new empty chart. Add field \"year\" to y. Add year to color."
] | [
4,
4
] |
false | [
"",
"[{\"mark\":\"point\",\"data\":{\"name\":\"source\"},\"encoding\":{\"y\":{\"field\":\"site\",\"type\":\"nominal\"},\"shape\":{\"field\":\"year\",\"type\":\"nominal\"}}}]",
"[{\"mark\":\"point\",\"data\":{\"name\":\"source\"},\"encoding\":{\"y\":{\"field\":\"site\",\"type\":\"nominal\"},\"shape\":{\"field\":\"year\",\"type\":\"nominal\"}}},{\"mark\":\"point\",\"data\":{\"name\":\"source\"},\"encoding\":{\"y\":{\"field\":\"year\",\"type\":\"nominal\"},\"color\":{\"field\":\"year\",\"type\":\"nominal\"}}}]"
] | Barley | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}},{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"year","type":"nominal"},"color":{"field":"year","type":"nominal"}}}] | 9 | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"color":{"value":"#9ecae9"}}},{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"year","type":"nominal"},"color":{"field":"year","type":"nominal"}}}] | false | false | false | false | REVISION_STEP_SET_CONSTANT_COLOR_IN_ALL_CHARTS | false | 10 | true | function enumSetConstantColorInAllCharts(parent, stepType, enumerate, sampleSize) {
if (stepType === void 0) { stepType = models_1.REVISION_STEP_SET_CONSTANT_COLOR_IN_ALL_CHARTS; }
if (enumerate === void 0) { enumerate = 'random'; }
if (sampleSize === void 0) { sampleSize = models_1.SAMPLE_SIZE; }
// if default color has already been set, don't set again
// in this way, we only set default color once from root to each leaf
if (parent.dashboard.hasBeen.setConstantColor) {
return [];
}
var enumerated = [];
switch (enumerate) {
case 'common':
for (var c in color_def_1.COMMON_CONSTANT_COLORS) {
var color = color_def_1.COMMON_CONSTANT_COLORS[c];
var withColorSet = setConstantColorInAllCharts(parent, stepType, color);
if (withColorSet) {
enumerated.push(withColorSet);
}
}
break;
case 'random':
for (var i = 0; i < sampleSize; i++) {
var color = Object.values(color_def_1.TABLEAU20)[Math.floor(Math.random() * 20)];
var withColorSet = setConstantColorInAllCharts(parent, stepType, color);
if (withColorSet) {
enumerated.push(withColorSet);
}
}
default:
break;
}
return enumerated;
} | [
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] | [
"REVISION_STEP_ADD_CHART",
"REVISION_STEP_ADD_CHART",
"REVISION_STEP_SET_CONSTANT_COLOR_IN_ALL_CHARTS"
] | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}},{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"year","type":"nominal"},"color":{"field":"year","type":"nominal"}}}] | false | false | 2 | false | false | false | false | false | true | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"color":{"value":"#9ecae9"}}},{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"year","type":"nominal"},"color":{"field":"year","type":"nominal"}}}] | false | [
"Make a new chart. Add variety to y. Add field \"site\" to y. Add \"year\" to shape.",
"Create a new empty chart. Add field \"year\" to y. Add year to color.",
"When possible, use color #9ecae9 in charts."
] | [
4,
4,
1
] |
false | [
"",
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"[{\"mark\":\"point\",\"data\":{\"name\":\"source\"},\"encoding\":{\"y\":{\"field\":\"site\",\"type\":\"nominal\"},\"shape\":{\"field\":\"year\",\"type\":\"nominal\"}}},{\"$schema\":\"https://vega.github.io/schema/vega-lite/v5.json\",\"data\":{\"name\":\"source\"},\"repeat\":{\"row\":[\"Displacement\",\"Miles_per_Gallon\"],\"column\":[\"Horsepower\",\"Miles_per_Gallon\"]},\"spec\":{\"mark\":\"point\",\"encoding\":{\"x\":{\"field\":\"yield\",\"type\":\"quantitative\",\"title\":\"yield\"},\"y\":{\"field\":\"yield\",\"type\":\"quantitative\",\"title\":\"yield\"},\"color\":{\"field\":\"year\",\"type\":\"nominal\",\"title\":\"year\"}}},\"index\":630,\"description\":\"vl-template-630\",\"title\":\"\"}]"
] | Barley | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}},{"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"name":"source"},"repeat":{"row":["Displacement","Miles_per_Gallon"],"column":["Horsepower","Miles_per_Gallon"]},"spec":{"mark":"point","encoding":{"x":{"field":"yield","type":"quantitative","title":"yield"},"y":{"field":"yield","type":"quantitative","title":"yield"},"color":{"field":"year","type":"nominal","title":"year"}}},"index":630,"description":"vl-template-630","title":""}] | 9 | false | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"color":{"value":"#d67195"}}},{"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"name":"source"},"repeat":{"row":["Displacement","Miles_per_Gallon"],"column":["Horsepower","Miles_per_Gallon"]},"spec":{"mark":"point","encoding":{"x":{"field":"yield","type":"quantitative","title":"yield"},"y":{"field":"yield","type":"quantitative","title":"yield"},"color":{"field":"year","type":"nominal","title":"year"}}},"index":630,"description":"vl-template-630","title":"","encoding":{"color":{"value":"#d67195"}}}] | false | false | false | false | REVISION_STEP_SET_CONSTANT_COLOR_IN_ALL_CHARTS | false | 11 | false | function enumSetConstantColorInAllCharts(parent, stepType, enumerate, sampleSize) {
if (stepType === void 0) { stepType = models_1.REVISION_STEP_SET_CONSTANT_COLOR_IN_ALL_CHARTS; }
if (enumerate === void 0) { enumerate = 'random'; }
if (sampleSize === void 0) { sampleSize = models_1.SAMPLE_SIZE; }
// if default color has already been set, don't set again
// in this way, we only set default color once from root to each leaf
if (parent.dashboard.hasBeen.setConstantColor) {
return [];
}
var enumerated = [];
switch (enumerate) {
case 'common':
for (var c in color_def_1.COMMON_CONSTANT_COLORS) {
var color = color_def_1.COMMON_CONSTANT_COLORS[c];
var withColorSet = setConstantColorInAllCharts(parent, stepType, color);
if (withColorSet) {
enumerated.push(withColorSet);
}
}
break;
case 'random':
for (var i = 0; i < sampleSize; i++) {
var color = Object.values(color_def_1.TABLEAU20)[Math.floor(Math.random() * 20)];
var withColorSet = setConstantColorInAllCharts(parent, stepType, color);
if (withColorSet) {
enumerated.push(withColorSet);
}
}
default:
break;
}
return enumerated;
} | [
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] | [
"REVISION_STEP_ADD_CHART",
"REVISION_STEP_ADD_TEMPLATE",
"REVISION_STEP_SET_CONSTANT_COLOR_IN_ALL_CHARTS"
] | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"}}},{"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"name":"source"},"repeat":{"row":["Displacement","Miles_per_Gallon"],"column":["Horsepower","Miles_per_Gallon"]},"spec":{"mark":"point","encoding":{"x":{"field":"yield","type":"quantitative","title":"yield"},"y":{"field":"yield","type":"quantitative","title":"yield"},"color":{"field":"year","type":"nominal","title":"year"}}},"index":630,"description":"vl-template-630","title":""}] | false | false | 2 | false | false | false | false | false | true | [{"mark":"point","data":{"name":"source"},"encoding":{"y":{"field":"site","type":"nominal"},"shape":{"field":"year","type":"nominal"},"color":{"value":"#d67195"}}},{"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"name":"source"},"repeat":{"row":["Displacement","Miles_per_Gallon"],"column":["Horsepower","Miles_per_Gallon"]},"spec":{"mark":"point","encoding":{"x":{"field":"yield","type":"quantitative","title":"yield"},"y":{"field":"yield","type":"quantitative","title":"yield"},"color":{"field":"year","type":"nominal","title":"year"}}},"index":630,"description":"vl-template-630","title":"","encoding":{"color":{"value":"#d67195"}}}] | false | [
"Make a new chart. Add variety to y. Add field \"site\" to y. Add \"year\" to shape.",
"Add vl-template-630 to the dashboard and plug in my data: Replace field in x with yield. Replace [object Object] with yield on y. Plug in year on color.",
"The dashboard should be #d67195."
] | [
4,
4,
1
] |
End of preview.