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add some new engine constants #1393

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Merged
copybara-service merged 1 commit into from
Jan 8, 2026
Merged

add some new engine constants #1393

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20 changes: 14 additions & 6 deletions meridian/model/eda/constants.py
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Original file line number Diff line number Diff line change
Expand Up @@ -17,7 +17,7 @@
import altair as alt
import numpy as np

# EDA Engine constants
##### EDA Engine constants #####
DEFAULT_DA_VAR_AGG_FUNCTION = np.sum
COST_PER_MEDIA_UNIT = 'cost_per_media_unit'
RSQUARED_GEO = 'rsquared_geo'
Expand All @@ -39,9 +39,11 @@
OUTLIERS_COL_NAME = 'outliers'
ABS_OUTLIERS_COL_NAME = 'abs_outliers'
VIF_COL_NAME = 'VIF'
EXTREME_CORRELATION_WITH = 'extreme_correlation_with'
EXTREME_CORRELATION_WITH = 'ExtremeCorrelationWith'
TIME_AND_GEO_AGGREGATION = 'times and geos'
TIME_AGGREGATION = 'times'

# EDA Plotting properties
##### EDA Plotting properties #####
VARIABLE = 'var'
VALUE = 'value'
NATIONALIZE: Literal['nationalize'] = 'nationalize'
Expand All @@ -55,10 +57,17 @@
type='linear',
)

# Report constants
##### Report constants #####
REPORT_TITLE = 'Meridian Exploratory Data Analysis Report'
DISPLAY_LIMIT_MESSAGE = (
'<br/>(Due to space constraints, this table only displays the 5 most severe'
' cases. Please use {function} to review {to_review}.)'
)
DISPLAY_LIMIT = 5
# category 1
SPEND_AND_MEDIA_UNIT_CARD_ID = 'spend-and-media-unit'
SPEND_AND_MEDIA_UNIT_CARD_TITLE = 'Spend and Media Unit'
# category 4
RELATIONSHIP_BETWEEN_VARIABLES_CARD_ID = 'relationship-among-variables'
RELATIONSHIP_BETWEEN_VARIABLES_CARD_TITLE = 'Relationship Among the Variables'
RELATIVE_SPEND_SHARE_CHART_ID = 'relative-spend-share-chart'
Expand All @@ -67,10 +76,9 @@
EXTREME_VIF_ATTENTION_TABLE_ID = 'extreme-vif-attention-table'
R_SQUARED_TIME_TABLE_ID = 'r-squared-time-table'
R_SQUARED_GEO_TABLE_ID = 'r-squared-geo-table'
DISPLAY_LIMIT = 5


# Finding messages
##### Finding messages #####
RELATIVE_SPEND_SHARE_INFO = (
"Please review the channel's share of spend. Channels with a very small"
' share of spend might be difficult to estimate. You might want to combine'
Expand Down
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