v1.2.2

whylogs release v1.2.2

Hi everyone! We’ve now released whylogs 1.2.2 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

• Experimental batch ranking performance metrics #1197 [@bernease]
• whylabs writer - tag column as custom performance metric #1298 [@FelipeAdachi]
• Bump version to release version 1.2.1 #1297 [@jamie256]

v1.2.1

whylogs release v1.2.1

Hi everyone! We’ve now released whylogs 1.2.1 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

• pyspark batched column profiling #1273 [@jamie256]
• Make ResolverSpec list optional in DeclarativeSchema ctor #1296 [@richard-rogers]
• Fix schema copy bugs #1295 [@richard-rogers]
• Dataset-ish UDFs by column type #1294 [@richard-rogers]
• Bump version to release version 1.2.0 #1293 [@jamie256]

v1.2.0

whylogs release v1.2.0

Hi everyone! We’ve now released whylogs 1.2.0 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

• Docker dev environment updates #1289 [@richard-rogers]
• Update segmented_profiler.py #1291 [@murilommen]
• Direct invocation of dataset UDFs #1288 [@richard-rogers]
• Support condition validators for rows #1286 [@FelipeAdachi]
• Enable constraints w/ Reference Profiles Comparison #1282 [@FelipeAdachi]
• remove extra space #1287 [@andrewelizondo]
• Guest sessions Api #1285 [@murilommen]
• Bump version to release version 1.1.46 #1284 [@jamie256]

v1.1.46

whylogs release v1.1.46

Hi everyone! We’ve now released whylogs 1.1.46 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

• Multiple UDF schemas #1278 [@richard-rogers]
• change usage stats connection error to info log #1283 [@jamie256]
• AntiResolvers #1276 [@richard-rogers]
• Configurable default resolvers #1259 [@richard-rogers]

📚 Documentation

• data validation tutorial #1243 [@FelipeAdachi]

v1.1.45

whylogs release v1.1.45

Hi everyone! We’ve now released whylogs 1.1.45 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

• dont add UDF columns to input dataframe #1270 [@richard-rogers]
• Fix: add support for pandas 2.x #1277 [@murilommen]
• Bump version to release version 1.1.44 #1272 [@jamie256]

v1.1.44

whylogs release v1.1.44

Hi everyone! We’ve now released whylogs 1.1.44 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

• Fix UDF deserialization in column profiles to support UDFs on pyspark #1271 [@jamie256]
• Add schema namespaces for UDFs #1268 [@richard-rogers]
• Add optional name parameter to log methods #1263 [@jamie256]
• Avoid empty ints series cast errors on timestamps #1265 [@jamie256]
• Support for UDF namespaces #1261 [@richard-rogers]

v1.1.43

whylogs release v1.1.43

Hi everyone! We’ve now released whylogs 1.1.43 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

• Allow hiding condition count metric from whylabs profile #1247 [@richard-rogers]
• Alternate configurable MetricConfig defaults #1257 [@richard-rogers]
• Add an example image logging with udf metric in WhyLabs example #1200 [@jamie256]
• Bump version to release version 1.1.42 #1253 [@jamie256]

✨ Features

• Add factory constraints: condition count below #1256 [@FelipeAdachi]
• Multi-column UDF support #1162 [@richard-rogers]

🐛 Bug Fixes

• change alias to None if empty string #1255 [@FelipeAdachi]

v1.1.42

whylogs release v1.1.42

Hi everyone! We’ve now released whylogs 1.1.42 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

• Upload segmented reference profile API #1248 [@FelipeAdachi]
• constraints generator fixes - customizable hll_stddev and error handling #1242 [@FelipeAdachi]

v1.1.41

whylogs release v1.1.41

Hi everyone! We’ve now released whylogs 1.1.41 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

• udf_metric_schema() supports all schema arguments #1237 [@richard-rogers]
• Better handling of exceptions from UDFs

v1.1.40

whylogs release v1.1.40

Hi everyone! We’ve now released whylogs 1.1.40 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

• Remove unused doc dependencies and restrict docs python version #1233 [@jamie256]
• Improved generate UDF schema #1231 [@richard-rogers]
• Bump version to release version 1.1.39 #1229 [@jamie256]