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Posted to commits@iceberg.apache.org by gi...@apache.org on 2025/02/26 05:57:35 UTC

(iceberg-rust) branch gh-pages updated: deploy: eb4c66835d26028436375bf73e0fae28b8d390ce

This is an automated email from the ASF dual-hosted git repository.

github-bot pushed a commit to branch gh-pages
in repository https://gitbox.apache.org/repos/asf/iceberg-rust.git


The following commit(s) were added to refs/heads/gh-pages by this push:
     new 1c989fcb deploy: eb4c66835d26028436375bf73e0fae28b8d390ce
1c989fcb is described below

commit 1c989fcbf49e387eabad7e23162e10c03afa436e
Author: liurenjie1024 <li...@users.noreply.github.com>
AuthorDate: Wed Feb 26 05:57:29 2025 +0000

    deploy: eb4c66835d26028436375bf73e0fae28b8d390ce
---
 api/iceberg/spec/enum.PrimitiveLiteral.html        |    6 +-
 api/search-index.js                                |    2 +-
 api/src-files.js                                   |    2 +-
 api/src/iceberg/expr/visitors/mod.rs.html          |    2 +
 .../expr/visitors/strict_metrics_evaluator.rs.html | 3119 ++++++++++++++++++++
 api/src/iceberg/spec/values.rs.html                |    2 +-
 api/trait.impl/core/cmp/trait.PartialOrd.js        |    2 +-
 7 files changed, 3129 insertions(+), 6 deletions(-)

diff --git a/api/iceberg/spec/enum.PrimitiveLiteral.html b/api/iceberg/spec/enum.PrimitiveLiteral.html
index 9d5d3e9c..b837bb0b 100644
--- a/api/iceberg/spec/enum.PrimitiveLiteral.html
+++ b/api/iceberg/spec/enum.PrimitiveLiteral.html
@@ -1,4 +1,4 @@
-<!DOCTYPE html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1.0"><meta name="generator" content="rustdoc"><meta name="description" content="Values present in iceberg type"><title>PrimitiveLiteral in iceberg::spec - Rust</title><script>if(window.location.protocol!=="file:")document.head.insertAdjacentHTML("beforeend","SourceSerif4-Regular-46f98efaafac5295.ttf.woff2,FiraSans-Regular-018c141bf0843ffd.woff2,FiraSans-Medium-8f9a7 [...]
+<!DOCTYPE html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1.0"><meta name="generator" content="rustdoc"><meta name="description" content="Values present in iceberg type"><title>PrimitiveLiteral in iceberg::spec - Rust</title><script>if(window.location.protocol!=="file:")document.head.insertAdjacentHTML("beforeend","SourceSerif4-Regular-46f98efaafac5295.ttf.woff2,FiraSans-Regular-018c141bf0843ffd.woff2,FiraSans-Medium-8f9a7 [...]
     Boolean(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.bool.html">bool</a>),
     Int(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.i32.html">i32</a>),
     Long(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.i64.html">i64</a>),
@@ -28,7 +28,9 @@ that can be a NaN, and that it’s value is NaN</p>
     H: <a class="trait" href="https://doc.rust-lang.org/nightly/core/hash/trait.Hasher.html" title="trait core::hash::Hasher">Hasher</a>,
     Self: <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sized.html" title="trait core::marker::Sized">Sized</a>,</div></h4></section></summary><div class='docblock'>Feeds a slice of this type into the given <a href="https://doc.rust-lang.org/nightly/core/hash/trait.Hasher.html" title="trait core::hash::Hasher"><code>Hasher</code></a>. <a href="https://doc.rust-lang.org/nightly/core/hash/trait.Hash.html#method.hash_slice">Read more</a></div></details></div></d [...]
 by <code>==</code>.</div></details><details class="toggle method-toggle" open><summary><section id="method.ne" class="method trait-impl"><span class="rightside"><span class="since" title="Stable since Rust version 1.0.0">1.0.0</span> · <a class="src" href="https://doc.rust-lang.org/nightly/src/core/cmp.rs.html#263">source</a></span><a href="#method.ne" class="anchor">§</a><h4 class="code-header">fn <a href="https://doc.rust-lang.org/nightly/core/cmp/trait.PartialEq.html#method.ne" class= [...]
-sufficient, and should not be overridden without very good reason.</div></details></div></details><section id="impl-Eq-for-PrimitiveLiteral" class="impl"><a class="src rightside" href="../../src/iceberg/spec/values.rs.html#64">source</a><a href="#impl-Eq-for-PrimitiveLiteral" class="anchor">§</a><h3 class="code-header">impl <a class="trait" href="https://doc.rust-lang.org/nightly/core/cmp/trait.Eq.html" title="trait core::cmp::Eq">Eq</a> for <a class="enum" href="enum.PrimitiveLiteral.ht [...]
+sufficient, and should not be overridden without very good reason.</div></details></div></details><details class="toggle implementors-toggle" open><summary><section id="impl-PartialOrd-for-PrimitiveLiteral" class="impl"><a class="src rightside" href="../../src/iceberg/spec/values.rs.html#64">source</a><a href="#impl-PartialOrd-for-PrimitiveLiteral" class="anchor">§</a><h3 class="code-header">impl <a class="trait" href="https://doc.rust-lang.org/nightly/core/cmp/trait.PartialOrd.html" tit [...]
+operator. <a href="https://doc.rust-lang.org/nightly/core/cmp/trait.PartialOrd.html#method.le">Read more</a></div></details><details class="toggle method-toggle" open><summary><section id="method.gt" class="method trait-impl"><span class="rightside"><span class="since" title="Stable since Rust version 1.0.0">1.0.0</span> · <a class="src" href="https://doc.rust-lang.org/nightly/src/core/cmp.rs.html#1215">source</a></span><a href="#method.gt" class="anchor">§</a><h4 class="code-header">fn  [...]
+operator. <a href="https://doc.rust-lang.org/nightly/core/cmp/trait.PartialOrd.html#method.ge">Read more</a></div></details></div></details><section id="impl-Eq-for-PrimitiveLiteral" class="impl"><a class="src rightside" href="../../src/iceberg/spec/values.rs.html#64">source</a><a href="#impl-Eq-for-PrimitiveLiteral" class="anchor">§</a><h3 class="code-header">impl <a class="trait" href="https://doc.rust-lang.org/nightly/core/cmp/trait.Eq.html" title="trait core::cmp::Eq">Eq</a> for <a c [...]
     T: 'static + ?<a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sized.html" title="trait core::marker::Sized">Sized</a>,</div></h3></section></summary><div class="impl-items"><details class="toggle method-toggle" open><summary><section id="method.type_id" class="method trait-impl"><a class="src rightside" href="https://doc.rust-lang.org/nightly/src/core/any.rs.html#141">source</a><a href="#method.type_id" class="anchor">§</a><h4 class="code-header">fn <a href [...]
     T: ?<a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sized.html" title="trait core::marker::Sized">Sized</a>,</div></h3></section></summary><div class="impl-items"><details class="toggle method-toggle" open><summary><section id="method.borrow" class="method trait-impl"><a class="src rightside" href="https://doc.rust-lang.org/nightly/src/core/borrow.rs.html#210">source</a><a href="#method.borrow" class="anchor">§</a><h4 class="code-header">fn <a href="https:/ [...]
     T: ?<a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sized.html" title="trait core::marker::Sized">Sized</a>,</div></h3></section></summary><div class="impl-items"><details class="toggle method-toggle" open><summary><section id="method.borrow_mut" class="method trait-impl"><a class="src rightside" href="https://doc.rust-lang.org/nightly/src/core/borrow.rs.html#217">source</a><a href="#method.borrow_mut" class="anchor">§</a><h4 class="code-header">fn <a href= [...]
diff --git a/api/search-index.js b/api/search-index.js
index 632b1528..02016cae 100644
--- a/api/search-index.js
+++ b/api/search-index.js
@@ -1,5 +1,5 @@
 var searchIndex = new Map(JSON.parse('[\
-["iceberg",{"t":"PPPPPKPPPPPFGPPPFFPPPPPPPPPIPPPPPPPPFFFGGPPPFNCNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNMMOONNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNMMQNNNNNNNNNNNNNNNNNNCNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNMNNNNNNNNNNNNNNCNNNNNNNNNNNCNMMMOONNNOOONOMNNNNNNONOOMOCOONNNNONCOCMNNNNNNNNNNCCNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNMMNNNNNNNNNNNNNCOOOOOOOOOOOOOOOOOOOOOOOOOOOOOFFKSRRSNNNNNNNNHHNNNNNNNNNNNNNNNNNNNNNNNNNNNMMMNMHMNNNNNNNHNNNNNNPPPPPPPPFKRGFIPPPPPPPPFPPPPPPPPPGGFPPFPIPPFNNMNNNNNNNNNNNNNNNNNNNNNNN [...]
+["iceberg",{"t":"PPPPPKPPPPPFGPPPFFPPPPPPPPPIPPPPPPPPFFFGGPPPFNCNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNMMOONNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNMMQNNNNNNNNNNNNNNNNNNCNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNMNNNNNNNNNNNNNNCNNNNNNNNNNNCNMMMOONNNOOONOMNNNNNNONOOMOCOONNNNONCOCMNNNNNNNNNNCCNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNMMNNNNNNNNNNNNNCOOOOOOOOOOOOOOOOOOOOOOOOOOOOOFFKSRRSNNNNNNNNHHNNNNNNNNNNNNNNNNNNNNNNNNNNNMMMNMHMNNNNNNNHNNNNNNPPPPPPPPFKRGFIPPPPPPPPFPPPPPPPPPGGFPPFPIPPFNNMNNNNNNNNNNNNNNNNNNNNNNN [...]
 ["iceberg_catalog_glue",{"t":"SSSSSFFNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNQ","n":["AWS_ACCESS_KEY_ID","AWS_PROFILE_NAME","AWS_REGION_NAME","AWS_SECRET_ACCESS_KEY","AWS_SESSION_TOKEN","GlueCatalog","GlueCatalogConfig","borrow","borrow","borrow_mut","borrow_mut","builder","create_namespace","create_table","deref","deref","deref_mut","deref_mut","drop","drop","drop_namespace","drop_table","file_io","fmt","fmt","from","from","get_namespace","init","init","into","into","into_shared","i [...]
 ["iceberg_catalog_hms",{"t":"PPFFGNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNN","n":["Buffered","Framed","HmsCatalog","HmsCatalogConfig","HmsThriftTransport","borrow","borrow","borrow","borrow_mut","borrow_mut","borrow_mut","builder","create_namespace","create_table","default","deref","deref","deref","deref_mut","deref_mut","deref_mut","drop","drop","drop","drop_namespace","drop_table","file_io","fmt","fmt","fmt","from","from","from","get_namespace","init","init","init","into [...]
 ["iceberg_catalog_memory",{"t":"FNNNNNNNNNNNNNNNNNNNNNNNNNNN","n":["MemoryCatalog","borrow","borrow_mut","create_namespace","create_table","deref","deref_mut","drop","drop_namespace","drop_table","fmt","from","get_namespace","init","into","list_namespaces","list_tables","load_table","namespace_exists","new","rename_table","table_exists","try_from","try_into","type_id","update_namespace","update_table","vzip"],"q":[[0,"iceberg_catalog_memory"],[28,"iceberg_catalog_memory::catalog"],[29,"i [...]
diff --git a/api/src-files.js b/api/src-files.js
index 2f095cbe..4feaab3d 100644
--- a/api/src-files.js
+++ b/api/src-files.js
@@ -1,5 +1,5 @@
 var srcIndex = new Map(JSON.parse('[\
-["iceberg",["",[["arrow",[],["mod.rs","reader.rs","record_batch_projector.rs","record_batch_transformer.rs","schema.rs"]],["avro",[],["mod.rs","schema.rs"]],["catalog",[],["mod.rs"]],["expr",[["visitors",[],["bound_predicate_visitor.rs","expression_evaluator.rs","inclusive_metrics_evaluator.rs","inclusive_projection.rs","manifest_evaluator.rs","mod.rs","page_index_evaluator.rs","row_group_metrics_evaluator.rs"]]],["accessor.rs","mod.rs","predicate.rs","term.rs"]],["inspect",[],["manifest [...]
+["iceberg",["",[["arrow",[],["mod.rs","reader.rs","record_batch_projector.rs","record_batch_transformer.rs","schema.rs"]],["avro",[],["mod.rs","schema.rs"]],["catalog",[],["mod.rs"]],["expr",[["visitors",[],["bound_predicate_visitor.rs","expression_evaluator.rs","inclusive_metrics_evaluator.rs","inclusive_projection.rs","manifest_evaluator.rs","mod.rs","page_index_evaluator.rs","row_group_metrics_evaluator.rs","strict_metrics_evaluator.rs"]]],["accessor.rs","mod.rs","predicate.rs","term. [...]
 ["iceberg_catalog_glue",["",[],["catalog.rs","error.rs","lib.rs","schema.rs","utils.rs"]]],\
 ["iceberg_catalog_hms",["",[],["catalog.rs","error.rs","lib.rs","schema.rs","utils.rs"]]],\
 ["iceberg_catalog_memory",["",[],["catalog.rs","lib.rs","namespace_state.rs"]]],\
diff --git a/api/src/iceberg/expr/visitors/mod.rs.html b/api/src/iceberg/expr/visitors/mod.rs.html
index 8b6813be..5560c184 100644
--- a/api/src/iceberg/expr/visitors/mod.rs.html
+++ b/api/src/iceberg/expr/visitors/mod.rs.html
@@ -22,6 +22,7 @@
 <a href="#22" id="22">22</a>
 <a href="#23" id="23">23</a>
 <a href="#24" id="24">24</a>
+<a href="#25" id="25">25</a>
 </pre></div><pre class="rust"><code><span class="comment">// Licensed to the Apache Software Foundation (ASF) under one
 // or more contributor license agreements.  See the NOTICE file
 // distributed with this work for additional information
@@ -46,4 +47,5 @@
 <span class="kw">pub</span>(<span class="kw">crate</span>) <span class="kw">mod </span>manifest_evaluator;
 <span class="kw">pub</span>(<span class="kw">crate</span>) <span class="kw">mod </span>page_index_evaluator;
 <span class="kw">pub</span>(<span class="kw">crate</span>) <span class="kw">mod </span>row_group_metrics_evaluator;
+<span class="kw">pub</span>(<span class="kw">crate</span>) <span class="kw">mod </span>strict_metrics_evaluator;
 </code></pre></div></section></main></body></html>
\ No newline at end of file
diff --git a/api/src/iceberg/expr/visitors/strict_metrics_evaluator.rs.html b/api/src/iceberg/expr/visitors/strict_metrics_evaluator.rs.html
new file mode 100644
index 00000000..3557f4ca
--- /dev/null
+++ b/api/src/iceberg/expr/visitors/strict_metrics_evaluator.rs.html
@@ -0,0 +1,3119 @@
+<!DOCTYPE html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1.0"><meta name="generator" content="rustdoc"><meta name="description" content="Source of the Rust file `crates/iceberg/src/expr/visitors/strict_metrics_evaluator.rs`."><title>strict_metrics_evaluator.rs - source</title><script>if(window.location.protocol!=="file:")document.head.insertAdjacentHTML("beforeend","SourceSerif4-Regular-46f98efaafac5295.ttf.woff2,FiraSans [...]
+<a href="#2" id="2">2</a>
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+<a href="#1106" id="1106">1106</a>
+<a href="#1107" id="1107">1107</a>
+<a href="#1108" id="1108">1108</a>
+<a href="#1109" id="1109">1109</a>
+<a href="#1110" id="1110">1110</a>
+<a href="#1111" id="1111">1111</a>
+<a href="#1112" id="1112">1112</a>
+<a href="#1113" id="1113">1113</a>
+<a href="#1114" id="1114">1114</a>
+<a href="#1115" id="1115">1115</a>
+<a href="#1116" id="1116">1116</a>
+<a href="#1117" id="1117">1117</a>
+<a href="#1118" id="1118">1118</a>
+<a href="#1119" id="1119">1119</a>
+<a href="#1120" id="1120">1120</a>
+<a href="#1121" id="1121">1121</a>
+<a href="#1122" id="1122">1122</a>
+<a href="#1123" id="1123">1123</a>
+<a href="#1124" id="1124">1124</a>
+<a href="#1125" id="1125">1125</a>
+<a href="#1126" id="1126">1126</a>
+<a href="#1127" id="1127">1127</a>
+<a href="#1128" id="1128">1128</a>
+<a href="#1129" id="1129">1129</a>
+<a href="#1130" id="1130">1130</a>
+<a href="#1131" id="1131">1131</a>
+<a href="#1132" id="1132">1132</a>
+<a href="#1133" id="1133">1133</a>
+<a href="#1134" id="1134">1134</a>
+<a href="#1135" id="1135">1135</a>
+<a href="#1136" id="1136">1136</a>
+<a href="#1137" id="1137">1137</a>
+<a href="#1138" id="1138">1138</a>
+<a href="#1139" id="1139">1139</a>
+<a href="#1140" id="1140">1140</a>
+<a href="#1141" id="1141">1141</a>
+<a href="#1142" id="1142">1142</a>
+<a href="#1143" id="1143">1143</a>
+<a href="#1144" id="1144">1144</a>
+<a href="#1145" id="1145">1145</a>
+<a href="#1146" id="1146">1146</a>
+<a href="#1147" id="1147">1147</a>
+<a href="#1148" id="1148">1148</a>
+<a href="#1149" id="1149">1149</a>
+<a href="#1150" id="1150">1150</a>
+<a href="#1151" id="1151">1151</a>
+<a href="#1152" id="1152">1152</a>
+<a href="#1153" id="1153">1153</a>
+<a href="#1154" id="1154">1154</a>
+<a href="#1155" id="1155">1155</a>
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+<a href="#1159" id="1159">1159</a>
+<a href="#1160" id="1160">1160</a>
+<a href="#1161" id="1161">1161</a>
+<a href="#1162" id="1162">1162</a>
+<a href="#1163" id="1163">1163</a>
+<a href="#1164" id="1164">1164</a>
+<a href="#1165" id="1165">1165</a>
+<a href="#1166" id="1166">1166</a>
+<a href="#1167" id="1167">1167</a>
+<a href="#1168" id="1168">1168</a>
+<a href="#1169" id="1169">1169</a>
+<a href="#1170" id="1170">1170</a>
+<a href="#1171" id="1171">1171</a>
+<a href="#1172" id="1172">1172</a>
+<a href="#1173" id="1173">1173</a>
+<a href="#1174" id="1174">1174</a>
+<a href="#1175" id="1175">1175</a>
+<a href="#1176" id="1176">1176</a>
+<a href="#1177" id="1177">1177</a>
+<a href="#1178" id="1178">1178</a>
+<a href="#1179" id="1179">1179</a>
+<a href="#1180" id="1180">1180</a>
+<a href="#1181" id="1181">1181</a>
+<a href="#1182" id="1182">1182</a>
+<a href="#1183" id="1183">1183</a>
+<a href="#1184" id="1184">1184</a>
+<a href="#1185" id="1185">1185</a>
+<a href="#1186" id="1186">1186</a>
+<a href="#1187" id="1187">1187</a>
+<a href="#1188" id="1188">1188</a>
+<a href="#1189" id="1189">1189</a>
+<a href="#1190" id="1190">1190</a>
+<a href="#1191" id="1191">1191</a>
+<a href="#1192" id="1192">1192</a>
+<a href="#1193" id="1193">1193</a>
+<a href="#1194" id="1194">1194</a>
+<a href="#1195" id="1195">1195</a>
+<a href="#1196" id="1196">1196</a>
+<a href="#1197" id="1197">1197</a>
+<a href="#1198" id="1198">1198</a>
+<a href="#1199" id="1199">1199</a>
+<a href="#1200" id="1200">1200</a>
+<a href="#1201" id="1201">1201</a>
+<a href="#1202" id="1202">1202</a>
+<a href="#1203" id="1203">1203</a>
+<a href="#1204" id="1204">1204</a>
+<a href="#1205" id="1205">1205</a>
+<a href="#1206" id="1206">1206</a>
+<a href="#1207" id="1207">1207</a>
+<a href="#1208" id="1208">1208</a>
+<a href="#1209" id="1209">1209</a>
+<a href="#1210" id="1210">1210</a>
+<a href="#1211" id="1211">1211</a>
+<a href="#1212" id="1212">1212</a>
+<a href="#1213" id="1213">1213</a>
+<a href="#1214" id="1214">1214</a>
+<a href="#1215" id="1215">1215</a>
+<a href="#1216" id="1216">1216</a>
+<a href="#1217" id="1217">1217</a>
+<a href="#1218" id="1218">1218</a>
+<a href="#1219" id="1219">1219</a>
+<a href="#1220" id="1220">1220</a>
+<a href="#1221" id="1221">1221</a>
+<a href="#1222" id="1222">1222</a>
+<a href="#1223" id="1223">1223</a>
+<a href="#1224" id="1224">1224</a>
+<a href="#1225" id="1225">1225</a>
+<a href="#1226" id="1226">1226</a>
+<a href="#1227" id="1227">1227</a>
+<a href="#1228" id="1228">1228</a>
+<a href="#1229" id="1229">1229</a>
+<a href="#1230" id="1230">1230</a>
+<a href="#1231" id="1231">1231</a>
+<a href="#1232" id="1232">1232</a>
+<a href="#1233" id="1233">1233</a>
+<a href="#1234" id="1234">1234</a>
+<a href="#1235" id="1235">1235</a>
+<a href="#1236" id="1236">1236</a>
+<a href="#1237" id="1237">1237</a>
+<a href="#1238" id="1238">1238</a>
+<a href="#1239" id="1239">1239</a>
+<a href="#1240" id="1240">1240</a>
+<a href="#1241" id="1241">1241</a>
+<a href="#1242" id="1242">1242</a>
+<a href="#1243" id="1243">1243</a>
+<a href="#1244" id="1244">1244</a>
+<a href="#1245" id="1245">1245</a>
+<a href="#1246" id="1246">1246</a>
+<a href="#1247" id="1247">1247</a>
+<a href="#1248" id="1248">1248</a>
+<a href="#1249" id="1249">1249</a>
+<a href="#1250" id="1250">1250</a>
+<a href="#1251" id="1251">1251</a>
+<a href="#1252" id="1252">1252</a>
+<a href="#1253" id="1253">1253</a>
+<a href="#1254" id="1254">1254</a>
+<a href="#1255" id="1255">1255</a>
+<a href="#1256" id="1256">1256</a>
+<a href="#1257" id="1257">1257</a>
+<a href="#1258" id="1258">1258</a>
+<a href="#1259" id="1259">1259</a>
+<a href="#1260" id="1260">1260</a>
+<a href="#1261" id="1261">1261</a>
+<a href="#1262" id="1262">1262</a>
+<a href="#1263" id="1263">1263</a>
+<a href="#1264" id="1264">1264</a>
+<a href="#1265" id="1265">1265</a>
+<a href="#1266" id="1266">1266</a>
+<a href="#1267" id="1267">1267</a>
+<a href="#1268" id="1268">1268</a>
+<a href="#1269" id="1269">1269</a>
+<a href="#1270" id="1270">1270</a>
+<a href="#1271" id="1271">1271</a>
+<a href="#1272" id="1272">1272</a>
+<a href="#1273" id="1273">1273</a>
+<a href="#1274" id="1274">1274</a>
+<a href="#1275" id="1275">1275</a>
+<a href="#1276" id="1276">1276</a>
+<a href="#1277" id="1277">1277</a>
+<a href="#1278" id="1278">1278</a>
+<a href="#1279" id="1279">1279</a>
+<a href="#1280" id="1280">1280</a>
+<a href="#1281" id="1281">1281</a>
+<a href="#1282" id="1282">1282</a>
+<a href="#1283" id="1283">1283</a>
+<a href="#1284" id="1284">1284</a>
+<a href="#1285" id="1285">1285</a>
+<a href="#1286" id="1286">1286</a>
+<a href="#1287" id="1287">1287</a>
+<a href="#1288" id="1288">1288</a>
+<a href="#1289" id="1289">1289</a>
+<a href="#1290" id="1290">1290</a>
+<a href="#1291" id="1291">1291</a>
+<a href="#1292" id="1292">1292</a>
+<a href="#1293" id="1293">1293</a>
+<a href="#1294" id="1294">1294</a>
+<a href="#1295" id="1295">1295</a>
+<a href="#1296" id="1296">1296</a>
+<a href="#1297" id="1297">1297</a>
+<a href="#1298" id="1298">1298</a>
+<a href="#1299" id="1299">1299</a>
+<a href="#1300" id="1300">1300</a>
+<a href="#1301" id="1301">1301</a>
+<a href="#1302" id="1302">1302</a>
+<a href="#1303" id="1303">1303</a>
+<a href="#1304" id="1304">1304</a>
+<a href="#1305" id="1305">1305</a>
+<a href="#1306" id="1306">1306</a>
+<a href="#1307" id="1307">1307</a>
+<a href="#1308" id="1308">1308</a>
+<a href="#1309" id="1309">1309</a>
+<a href="#1310" id="1310">1310</a>
+<a href="#1311" id="1311">1311</a>
+<a href="#1312" id="1312">1312</a>
+<a href="#1313" id="1313">1313</a>
+<a href="#1314" id="1314">1314</a>
+<a href="#1315" id="1315">1315</a>
+<a href="#1316" id="1316">1316</a>
+<a href="#1317" id="1317">1317</a>
+<a href="#1318" id="1318">1318</a>
+<a href="#1319" id="1319">1319</a>
+<a href="#1320" id="1320">1320</a>
+<a href="#1321" id="1321">1321</a>
+<a href="#1322" id="1322">1322</a>
+<a href="#1323" id="1323">1323</a>
+<a href="#1324" id="1324">1324</a>
+<a href="#1325" id="1325">1325</a>
+<a href="#1326" id="1326">1326</a>
+<a href="#1327" id="1327">1327</a>
+<a href="#1328" id="1328">1328</a>
+<a href="#1329" id="1329">1329</a>
+<a href="#1330" id="1330">1330</a>
+<a href="#1331" id="1331">1331</a>
+<a href="#1332" id="1332">1332</a>
+<a href="#1333" id="1333">1333</a>
+<a href="#1334" id="1334">1334</a>
+<a href="#1335" id="1335">1335</a>
+<a href="#1336" id="1336">1336</a>
+<a href="#1337" id="1337">1337</a>
+<a href="#1338" id="1338">1338</a>
+<a href="#1339" id="1339">1339</a>
+<a href="#1340" id="1340">1340</a>
+<a href="#1341" id="1341">1341</a>
+<a href="#1342" id="1342">1342</a>
+<a href="#1343" id="1343">1343</a>
+<a href="#1344" id="1344">1344</a>
+<a href="#1345" id="1345">1345</a>
+<a href="#1346" id="1346">1346</a>
+<a href="#1347" id="1347">1347</a>
+<a href="#1348" id="1348">1348</a>
+<a href="#1349" id="1349">1349</a>
+<a href="#1350" id="1350">1350</a>
+<a href="#1351" id="1351">1351</a>
+<a href="#1352" id="1352">1352</a>
+<a href="#1353" id="1353">1353</a>
+<a href="#1354" id="1354">1354</a>
+<a href="#1355" id="1355">1355</a>
+<a href="#1356" id="1356">1356</a>
+<a href="#1357" id="1357">1357</a>
+<a href="#1358" id="1358">1358</a>
+<a href="#1359" id="1359">1359</a>
+<a href="#1360" id="1360">1360</a>
+<a href="#1361" id="1361">1361</a>
+<a href="#1362" id="1362">1362</a>
+<a href="#1363" id="1363">1363</a>
+<a href="#1364" id="1364">1364</a>
+<a href="#1365" id="1365">1365</a>
+<a href="#1366" id="1366">1366</a>
+<a href="#1367" id="1367">1367</a>
+<a href="#1368" id="1368">1368</a>
+<a href="#1369" id="1369">1369</a>
+<a href="#1370" id="1370">1370</a>
+<a href="#1371" id="1371">1371</a>
+<a href="#1372" id="1372">1372</a>
+<a href="#1373" id="1373">1373</a>
+<a href="#1374" id="1374">1374</a>
+<a href="#1375" id="1375">1375</a>
+<a href="#1376" id="1376">1376</a>
+<a href="#1377" id="1377">1377</a>
+<a href="#1378" id="1378">1378</a>
+<a href="#1379" id="1379">1379</a>
+<a href="#1380" id="1380">1380</a>
+<a href="#1381" id="1381">1381</a>
+<a href="#1382" id="1382">1382</a>
+<a href="#1383" id="1383">1383</a>
+<a href="#1384" id="1384">1384</a>
+<a href="#1385" id="1385">1385</a>
+<a href="#1386" id="1386">1386</a>
+<a href="#1387" id="1387">1387</a>
+<a href="#1388" id="1388">1388</a>
+<a href="#1389" id="1389">1389</a>
+<a href="#1390" id="1390">1390</a>
+<a href="#1391" id="1391">1391</a>
+<a href="#1392" id="1392">1392</a>
+<a href="#1393" id="1393">1393</a>
+<a href="#1394" id="1394">1394</a>
+<a href="#1395" id="1395">1395</a>
+<a href="#1396" id="1396">1396</a>
+<a href="#1397" id="1397">1397</a>
+<a href="#1398" id="1398">1398</a>
+<a href="#1399" id="1399">1399</a>
+<a href="#1400" id="1400">1400</a>
+<a href="#1401" id="1401">1401</a>
+<a href="#1402" id="1402">1402</a>
+<a href="#1403" id="1403">1403</a>
+<a href="#1404" id="1404">1404</a>
+<a href="#1405" id="1405">1405</a>
+<a href="#1406" id="1406">1406</a>
+<a href="#1407" id="1407">1407</a>
+<a href="#1408" id="1408">1408</a>
+<a href="#1409" id="1409">1409</a>
+<a href="#1410" id="1410">1410</a>
+<a href="#1411" id="1411">1411</a>
+<a href="#1412" id="1412">1412</a>
+<a href="#1413" id="1413">1413</a>
+<a href="#1414" id="1414">1414</a>
+<a href="#1415" id="1415">1415</a>
+<a href="#1416" id="1416">1416</a>
+<a href="#1417" id="1417">1417</a>
+<a href="#1418" id="1418">1418</a>
+<a href="#1419" id="1419">1419</a>
+<a href="#1420" id="1420">1420</a>
+<a href="#1421" id="1421">1421</a>
+<a href="#1422" id="1422">1422</a>
+<a href="#1423" id="1423">1423</a>
+<a href="#1424" id="1424">1424</a>
+<a href="#1425" id="1425">1425</a>
+<a href="#1426" id="1426">1426</a>
+<a href="#1427" id="1427">1427</a>
+<a href="#1428" id="1428">1428</a>
+<a href="#1429" id="1429">1429</a>
+<a href="#1430" id="1430">1430</a>
+<a href="#1431" id="1431">1431</a>
+<a href="#1432" id="1432">1432</a>
+<a href="#1433" id="1433">1433</a>
+<a href="#1434" id="1434">1434</a>
+<a href="#1435" id="1435">1435</a>
+<a href="#1436" id="1436">1436</a>
+<a href="#1437" id="1437">1437</a>
+<a href="#1438" id="1438">1438</a>
+<a href="#1439" id="1439">1439</a>
+<a href="#1440" id="1440">1440</a>
+<a href="#1441" id="1441">1441</a>
+<a href="#1442" id="1442">1442</a>
+<a href="#1443" id="1443">1443</a>
+<a href="#1444" id="1444">1444</a>
+<a href="#1445" id="1445">1445</a>
+<a href="#1446" id="1446">1446</a>
+<a href="#1447" id="1447">1447</a>
+<a href="#1448" id="1448">1448</a>
+<a href="#1449" id="1449">1449</a>
+<a href="#1450" id="1450">1450</a>
+<a href="#1451" id="1451">1451</a>
+<a href="#1452" id="1452">1452</a>
+<a href="#1453" id="1453">1453</a>
+<a href="#1454" id="1454">1454</a>
+<a href="#1455" id="1455">1455</a>
+<a href="#1456" id="1456">1456</a>
+<a href="#1457" id="1457">1457</a>
+<a href="#1458" id="1458">1458</a>
+<a href="#1459" id="1459">1459</a>
+<a href="#1460" id="1460">1460</a>
+<a href="#1461" id="1461">1461</a>
+<a href="#1462" id="1462">1462</a>
+<a href="#1463" id="1463">1463</a>
+<a href="#1464" id="1464">1464</a>
+<a href="#1465" id="1465">1465</a>
+<a href="#1466" id="1466">1466</a>
+<a href="#1467" id="1467">1467</a>
+<a href="#1468" id="1468">1468</a>
+<a href="#1469" id="1469">1469</a>
+<a href="#1470" id="1470">1470</a>
+<a href="#1471" id="1471">1471</a>
+<a href="#1472" id="1472">1472</a>
+<a href="#1473" id="1473">1473</a>
+<a href="#1474" id="1474">1474</a>
+<a href="#1475" id="1475">1475</a>
+<a href="#1476" id="1476">1476</a>
+<a href="#1477" id="1477">1477</a>
+<a href="#1478" id="1478">1478</a>
+<a href="#1479" id="1479">1479</a>
+<a href="#1480" id="1480">1480</a>
+<a href="#1481" id="1481">1481</a>
+<a href="#1482" id="1482">1482</a>
+<a href="#1483" id="1483">1483</a>
+<a href="#1484" id="1484">1484</a>
+<a href="#1485" id="1485">1485</a>
+<a href="#1486" id="1486">1486</a>
+<a href="#1487" id="1487">1487</a>
+<a href="#1488" id="1488">1488</a>
+<a href="#1489" id="1489">1489</a>
+<a href="#1490" id="1490">1490</a>
+<a href="#1491" id="1491">1491</a>
+<a href="#1492" id="1492">1492</a>
+<a href="#1493" id="1493">1493</a>
+<a href="#1494" id="1494">1494</a>
+<a href="#1495" id="1495">1495</a>
+<a href="#1496" id="1496">1496</a>
+<a href="#1497" id="1497">1497</a>
+<a href="#1498" id="1498">1498</a>
+<a href="#1499" id="1499">1499</a>
+<a href="#1500" id="1500">1500</a>
+<a href="#1501" id="1501">1501</a>
+<a href="#1502" id="1502">1502</a>
+<a href="#1503" id="1503">1503</a>
+<a href="#1504" id="1504">1504</a>
+<a href="#1505" id="1505">1505</a>
+<a href="#1506" id="1506">1506</a>
+<a href="#1507" id="1507">1507</a>
+<a href="#1508" id="1508">1508</a>
+<a href="#1509" id="1509">1509</a>
+<a href="#1510" id="1510">1510</a>
+<a href="#1511" id="1511">1511</a>
+<a href="#1512" id="1512">1512</a>
+<a href="#1513" id="1513">1513</a>
+<a href="#1514" id="1514">1514</a>
+<a href="#1515" id="1515">1515</a>
+<a href="#1516" id="1516">1516</a>
+<a href="#1517" id="1517">1517</a>
+<a href="#1518" id="1518">1518</a>
+<a href="#1519" id="1519">1519</a>
+<a href="#1520" id="1520">1520</a>
+<a href="#1521" id="1521">1521</a>
+<a href="#1522" id="1522">1522</a>
+<a href="#1523" id="1523">1523</a>
+<a href="#1524" id="1524">1524</a>
+<a href="#1525" id="1525">1525</a>
+<a href="#1526" id="1526">1526</a>
+<a href="#1527" id="1527">1527</a>
+<a href="#1528" id="1528">1528</a>
+<a href="#1529" id="1529">1529</a>
+<a href="#1530" id="1530">1530</a>
+<a href="#1531" id="1531">1531</a>
+<a href="#1532" id="1532">1532</a>
+<a href="#1533" id="1533">1533</a>
+<a href="#1534" id="1534">1534</a>
+<a href="#1535" id="1535">1535</a>
+<a href="#1536" id="1536">1536</a>
+<a href="#1537" id="1537">1537</a>
+<a href="#1538" id="1538">1538</a>
+<a href="#1539" id="1539">1539</a>
+<a href="#1540" id="1540">1540</a>
+<a href="#1541" id="1541">1541</a>
+<a href="#1542" id="1542">1542</a>
+<a href="#1543" id="1543">1543</a>
+<a href="#1544" id="1544">1544</a>
+<a href="#1545" id="1545">1545</a>
+<a href="#1546" id="1546">1546</a>
+<a href="#1547" id="1547">1547</a>
+<a href="#1548" id="1548">1548</a>
+<a href="#1549" id="1549">1549</a>
+<a href="#1550" id="1550">1550</a>
+<a href="#1551" id="1551">1551</a>
+<a href="#1552" id="1552">1552</a>
+<a href="#1553" id="1553">1553</a>
+<a href="#1554" id="1554">1554</a>
+<a href="#1555" id="1555">1555</a>
+<a href="#1556" id="1556">1556</a>
+<a href="#1557" id="1557">1557</a>
+<a href="#1558" id="1558">1558</a>
+<a href="#1559" id="1559">1559</a>
+</pre></div><pre class="rust"><code><span class="comment">// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+</span><span class="kw">use </span>fnv::FnvHashSet;
+
+<span class="kw">use </span><span class="kw">crate</span>::expr::visitors::bound_predicate_visitor::{visit, BoundPredicateVisitor};
+<span class="kw">use </span><span class="kw">crate</span>::expr::{BoundPredicate, BoundReference};
+<span class="kw">use </span><span class="kw">crate</span>::spec::{DataFile, Datum};
+<span class="kw">use crate</span>::{Error, ErrorKind, <span class="prelude-ty">Result</span>};
+
+<span class="attr">#[allow(dead_code)]
+</span><span class="kw">const </span>ROWS_MUST_MATCH: <span class="prelude-ty">Result</span>&lt;bool&gt; = <span class="prelude-val">Ok</span>(<span class="bool-val">true</span>);
+<span class="attr">#[allow(dead_code)]
+</span><span class="kw">const </span>ROWS_MIGHT_NOT_MATCH: <span class="prelude-ty">Result</span>&lt;bool&gt; = <span class="prelude-val">Ok</span>(<span class="bool-val">false</span>);
+
+<span class="attr">#[allow(dead_code)]
+</span><span class="doccomment">/// Evaluates an `Expression` on a `DataFile` to test whether all rows in the file match.
+///  
+/// This evaluation is strict: it returns true if all rows in a file must match the expression.
+/// For example, if a file's ts column has min X and max Y, this evaluator will return true for ts
+/// &amp;lt; Y+1 but not for ts &amp;lt; Y-1.
+///
+/// Files are passed to `eval(DataFile)`, which returns true if all rows in the file
+/// must contain matching rows and false if the file may contain rows that do not match.
+</span><span class="kw">pub</span>(<span class="kw">crate</span>) <span class="kw">struct </span>StrictMetricsEvaluator&lt;<span class="lifetime">'a</span>&gt; {
+    data_file: <span class="kw-2">&amp;</span><span class="lifetime">'a </span>DataFile,
+}
+
+<span class="kw">impl</span>&lt;<span class="lifetime">'a</span>&gt; StrictMetricsEvaluator&lt;<span class="lifetime">'a</span>&gt; {
+    <span class="attr">#[allow(dead_code)]
+    </span><span class="kw">fn </span>new(data_file: <span class="kw-2">&amp;</span><span class="lifetime">'a </span>DataFile) -&gt; <span class="self">Self </span>{
+        StrictMetricsEvaluator { data_file }
+    }
+
+    <span class="doccomment">/// Evaluate this `StrictMetricsEvaluator`'s filter predicate against the
+    /// provided [`DataFile`]'s metrics. Used by [`TableScan`] to
+    /// see if this `DataFile` contains data that could match
+    /// the scan's filter.
+    </span><span class="attr">#[allow(dead_code)]
+    </span><span class="kw">pub</span>(<span class="kw">crate</span>) <span class="kw">fn </span>eval(filter: <span class="kw-2">&amp;</span><span class="lifetime">'a </span>BoundPredicate, data_file: <span class="kw-2">&amp;</span><span class="lifetime">'a </span>DataFile) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        <span class="kw">if </span>data_file.record_count == <span class="number">0 </span>{
+            <span class="kw">return </span>ROWS_MUST_MATCH;
+        }
+
+        <span class="kw">let </span><span class="kw-2">mut </span>evaluator = <span class="self">Self</span>::new(data_file);
+        visit(<span class="kw-2">&amp;mut </span>evaluator, filter)
+    }
+
+    <span class="kw">fn </span>nan_count(<span class="kw-2">&amp;</span><span class="self">self</span>, field_id: i32) -&gt; <span class="prelude-ty">Option</span>&lt;<span class="kw-2">&amp;</span>u64&gt; {
+        <span class="self">self</span>.data_file.nan_value_counts.get(<span class="kw-2">&amp;</span>field_id)
+    }
+
+    <span class="kw">fn </span>null_count(<span class="kw-2">&amp;</span><span class="self">self</span>, field_id: i32) -&gt; <span class="prelude-ty">Option</span>&lt;<span class="kw-2">&amp;</span>u64&gt; {
+        <span class="self">self</span>.data_file.null_value_counts.get(<span class="kw-2">&amp;</span>field_id)
+    }
+
+    <span class="kw">fn </span>value_count(<span class="kw-2">&amp;</span><span class="self">self</span>, field_id: i32) -&gt; <span class="prelude-ty">Option</span>&lt;<span class="kw-2">&amp;</span>u64&gt; {
+        <span class="self">self</span>.data_file.value_counts.get(<span class="kw-2">&amp;</span>field_id)
+    }
+
+    <span class="kw">fn </span>lower_bound(<span class="kw-2">&amp;</span><span class="self">self</span>, field_id: i32) -&gt; <span class="prelude-ty">Option</span>&lt;<span class="kw-2">&amp;</span>Datum&gt; {
+        <span class="self">self</span>.data_file.lower_bounds.get(<span class="kw-2">&amp;</span>field_id)
+    }
+
+    <span class="kw">fn </span>upper_bound(<span class="kw-2">&amp;</span><span class="self">self</span>, field_id: i32) -&gt; <span class="prelude-ty">Option</span>&lt;<span class="kw-2">&amp;</span>Datum&gt; {
+        <span class="self">self</span>.data_file.upper_bounds.get(<span class="kw-2">&amp;</span>field_id)
+    }
+
+    <span class="kw">fn </span>contains_nans_only(<span class="kw-2">&amp;</span><span class="self">self</span>, field_id: i32) -&gt; bool {
+        <span class="kw">let </span>nan_count = <span class="self">self</span>.nan_count(field_id);
+        <span class="kw">let </span>value_count = <span class="self">self</span>.value_count(field_id);
+
+        nan_count.is_some() &amp;&amp; nan_count == value_count
+    }
+
+    <span class="kw">fn </span>contains_nulls_only(<span class="kw-2">&amp;</span><span class="self">self</span>, field_id: i32) -&gt; bool {
+        <span class="kw">let </span>null_count = <span class="self">self</span>.null_count(field_id);
+        <span class="kw">let </span>value_count = <span class="self">self</span>.value_count(field_id);
+
+        null_count.is_some() &amp;&amp; null_count == value_count
+    }
+
+    <span class="kw">fn </span>may_contain_null(<span class="kw-2">&amp;</span><span class="self">self</span>, field_id: i32) -&gt; bool {
+        <span class="kw">if let </span><span class="prelude-val">Some</span>(<span class="kw-2">&amp;</span>null_count) = <span class="self">self</span>.null_count(field_id) {
+            null_count &gt; <span class="number">0
+        </span>} <span class="kw">else </span>{
+            <span class="bool-val">true
+        </span>}
+    }
+
+    <span class="kw">fn </span>may_contain_nan(<span class="kw-2">&amp;</span><span class="self">self</span>, field_id: i32) -&gt; bool {
+        <span class="kw">if let </span><span class="prelude-val">Some</span>(<span class="kw-2">&amp;</span>nan_count) = <span class="self">self</span>.nan_count(field_id) {
+            nan_count &gt; <span class="number">0
+        </span>} <span class="kw">else </span>{
+            <span class="bool-val">true
+        </span>}
+    }
+
+    <span class="kw">fn </span>visit_inequality(
+        <span class="kw-2">&amp;mut </span><span class="self">self</span>,
+        reference: <span class="kw-2">&amp;</span>BoundReference,
+        datum: <span class="kw-2">&amp;</span>Datum,
+        cmp_fn: <span class="kw">fn</span>(<span class="kw-2">&amp;</span>Datum, <span class="kw-2">&amp;</span>Datum) -&gt; bool,
+        use_lower_bound: bool,
+    ) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        <span class="kw">let </span>field_id = reference.field().id;
+
+        <span class="kw">if </span><span class="self">self</span>.may_contain_null(field_id) || <span class="self">self</span>.may_contain_nan(field_id) {
+            <span class="kw">return </span>ROWS_MIGHT_NOT_MATCH;
+        }
+
+        <span class="kw">let </span>bound = <span class="kw">if </span>use_lower_bound {
+            <span class="self">self</span>.lower_bound(field_id)
+        } <span class="kw">else </span>{
+            <span class="self">self</span>.upper_bound(field_id)
+        };
+
+        <span class="kw">if let </span><span class="prelude-val">Some</span>(bound) = bound {
+            <span class="kw">if </span>cmp_fn(bound, datum) {
+                <span class="kw">return </span>ROWS_MUST_MATCH;
+            }
+        }
+
+        ROWS_MIGHT_NOT_MATCH
+    }
+}
+
+<span class="kw">impl </span>BoundPredicateVisitor <span class="kw">for </span>StrictMetricsEvaluator&lt;<span class="lifetime">'_</span>&gt; {
+    <span class="kw">type </span>T = bool;
+
+    <span class="kw">fn </span>always_true(<span class="kw-2">&amp;mut </span><span class="self">self</span>) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        ROWS_MUST_MATCH
+    }
+
+    <span class="kw">fn </span>always_false(<span class="kw-2">&amp;mut </span><span class="self">self</span>) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        ROWS_MIGHT_NOT_MATCH
+    }
+
+    <span class="kw">fn </span>and(<span class="kw-2">&amp;mut </span><span class="self">self</span>, lhs: bool, rhs: bool) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        <span class="prelude-val">Ok</span>(lhs &amp;&amp; rhs)
+    }
+
+    <span class="kw">fn </span>or(<span class="kw-2">&amp;mut </span><span class="self">self</span>, lhs: bool, rhs: bool) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        <span class="prelude-val">Ok</span>(lhs || rhs)
+    }
+
+    <span class="kw">fn </span>not(<span class="kw-2">&amp;mut </span><span class="self">self</span>, _inner: bool) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        <span class="prelude-val">Err</span>(Error::new(
+            ErrorKind::DataInvalid,
+            <span class="string">"NOT should be rewritten"</span>,
+        ))
+    }
+
+    <span class="kw">fn </span>is_null(
+        <span class="kw-2">&amp;mut </span><span class="self">self</span>,
+        reference: <span class="kw-2">&amp;</span>BoundReference,
+        _predicate: <span class="kw-2">&amp;</span>BoundPredicate,
+    ) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        <span class="kw">let </span>field_id = reference.field().id;
+
+        <span class="kw">if </span><span class="self">self</span>.contains_nulls_only(field_id) {
+            <span class="kw">return </span>ROWS_MUST_MATCH;
+        }
+
+        ROWS_MIGHT_NOT_MATCH
+    }
+
+    <span class="kw">fn </span>not_null(
+        <span class="kw-2">&amp;mut </span><span class="self">self</span>,
+        reference: <span class="kw-2">&amp;</span>BoundReference,
+        _predicate: <span class="kw-2">&amp;</span>BoundPredicate,
+    ) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        <span class="kw">let </span>field_id = reference.field().id;
+
+        <span class="kw">if let </span><span class="prelude-val">Some</span>(<span class="kw-2">&amp;</span>count) = <span class="self">self</span>.null_count(field_id) {
+            <span class="kw">if </span>count == <span class="number">0 </span>{
+                <span class="kw">return </span>ROWS_MUST_MATCH;
+            } <span class="kw">else </span>{
+                <span class="kw">return </span>ROWS_MIGHT_NOT_MATCH;
+            }
+        }
+        ROWS_MIGHT_NOT_MATCH
+    }
+
+    <span class="kw">fn </span>is_nan(
+        <span class="kw-2">&amp;mut </span><span class="self">self</span>,
+        reference: <span class="kw-2">&amp;</span>BoundReference,
+        _predicate: <span class="kw-2">&amp;</span>BoundPredicate,
+    ) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        <span class="kw">let </span>field_id = reference.field().id;
+
+        <span class="kw">let </span>contains_only = <span class="self">self</span>.contains_nans_only(field_id);
+
+        <span class="kw">if </span>contains_only {
+            <span class="kw">return </span>ROWS_MUST_MATCH;
+        }
+
+        ROWS_MIGHT_NOT_MATCH
+    }
+
+    <span class="kw">fn </span>not_nan(
+        <span class="kw-2">&amp;mut </span><span class="self">self</span>,
+        reference: <span class="kw-2">&amp;</span>BoundReference,
+        _predicate: <span class="kw-2">&amp;</span>BoundPredicate,
+    ) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        <span class="kw">let </span>field_id = reference.field().id;
+
+        <span class="kw">if let </span><span class="prelude-val">Some</span>(<span class="kw-2">&amp;</span>nan_count) = <span class="self">self</span>.nan_count(field_id) {
+            <span class="kw">if </span>nan_count == <span class="number">0 </span>{
+                <span class="kw">return </span>ROWS_MUST_MATCH;
+            }
+        }
+
+        <span class="kw">if </span><span class="self">self</span>.contains_nulls_only(field_id) {
+            <span class="kw">return </span>ROWS_MUST_MATCH;
+        }
+
+        ROWS_MIGHT_NOT_MATCH
+    }
+
+    <span class="kw">fn </span>less_than(
+        <span class="kw-2">&amp;mut </span><span class="self">self</span>,
+        reference: <span class="kw-2">&amp;</span>BoundReference,
+        datum: <span class="kw-2">&amp;</span>Datum,
+        _predicate: <span class="kw-2">&amp;</span>BoundPredicate,
+    ) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        <span class="self">self</span>.visit_inequality(reference, datum, PartialOrd::lt, <span class="bool-val">false</span>)
+    }
+
+    <span class="kw">fn </span>less_than_or_eq(
+        <span class="kw-2">&amp;mut </span><span class="self">self</span>,
+        reference: <span class="kw-2">&amp;</span>BoundReference,
+        datum: <span class="kw-2">&amp;</span>Datum,
+        _predicate: <span class="kw-2">&amp;</span>BoundPredicate,
+    ) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        <span class="self">self</span>.visit_inequality(reference, datum, PartialOrd::le, <span class="bool-val">false</span>)
+    }
+
+    <span class="kw">fn </span>greater_than(
+        <span class="kw-2">&amp;mut </span><span class="self">self</span>,
+        reference: <span class="kw-2">&amp;</span>BoundReference,
+        datum: <span class="kw-2">&amp;</span>Datum,
+        _predicate: <span class="kw-2">&amp;</span>BoundPredicate,
+    ) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        <span class="kw">let </span>field_id = reference.field().id;
+
+        <span class="kw">if let </span><span class="prelude-val">Some</span>(lower) = <span class="self">self</span>.lower_bound(field_id) {
+            <span class="kw">if </span>lower.is_nan() {
+                <span class="kw">return </span>ROWS_MIGHT_NOT_MATCH;
+            }
+        }
+
+        <span class="self">self</span>.visit_inequality(reference, datum, PartialOrd::gt, <span class="bool-val">true</span>)
+    }
+
+    <span class="kw">fn </span>greater_than_or_eq(
+        <span class="kw-2">&amp;mut </span><span class="self">self</span>,
+        reference: <span class="kw-2">&amp;</span>BoundReference,
+        datum: <span class="kw-2">&amp;</span>Datum,
+        _predicate: <span class="kw-2">&amp;</span>BoundPredicate,
+    ) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        <span class="self">self</span>.visit_inequality(reference, datum, PartialOrd::ge, <span class="bool-val">true</span>)
+    }
+
+    <span class="kw">fn </span>eq(
+        <span class="kw-2">&amp;mut </span><span class="self">self</span>,
+        reference: <span class="kw-2">&amp;</span>BoundReference,
+        datum: <span class="kw-2">&amp;</span>Datum,
+        _predicate: <span class="kw-2">&amp;</span>BoundPredicate,
+    ) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        <span class="kw">let </span>field_id = reference.field().id;
+
+        <span class="kw">if </span><span class="self">self</span>.may_contain_null(field_id) || <span class="self">self</span>.may_contain_nan(field_id) {
+            <span class="kw">return </span>ROWS_MIGHT_NOT_MATCH;
+        }
+
+        <span class="kw">if let </span>(<span class="prelude-val">Some</span>(lower), <span class="prelude-val">Some</span>(upper)) = (<span class="self">self</span>.lower_bound(field_id), <span class="self">self</span>.upper_bound(field_id))
+        {
+            <span class="comment">// For an equality predicate to hold strictly, we must have:
+            //     lower == literal.value == upper.
+            </span><span class="kw">if </span>lower.literal() == datum.literal() &amp;&amp; upper.literal() == datum.literal() {
+                <span class="kw">return </span>ROWS_MUST_MATCH;
+            } <span class="kw">else </span>{
+                <span class="kw">return </span>ROWS_MIGHT_NOT_MATCH;
+            }
+        }
+
+        ROWS_MIGHT_NOT_MATCH
+    }
+
+    <span class="kw">fn </span>not_eq(
+        <span class="kw-2">&amp;mut </span><span class="self">self</span>,
+        reference: <span class="kw-2">&amp;</span>BoundReference,
+        datum: <span class="kw-2">&amp;</span>Datum,
+        _predicate: <span class="kw-2">&amp;</span>BoundPredicate,
+    ) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        <span class="kw">let </span>field_id = reference.field().id;
+
+        <span class="kw">if </span><span class="self">self</span>.contains_nulls_only(field_id) || <span class="self">self</span>.contains_nans_only(field_id) {
+            <span class="kw">return </span>ROWS_MUST_MATCH;
+        }
+
+        <span class="kw">if let </span><span class="prelude-val">Some</span>(lower) = <span class="self">self</span>.lower_bound(field_id) {
+            <span class="kw">if </span>lower.is_nan() {
+                <span class="kw">return </span>ROWS_MIGHT_NOT_MATCH;
+            }
+            <span class="kw">if </span>lower.literal() &gt; datum.literal() {
+                <span class="kw">return </span>ROWS_MUST_MATCH;
+            }
+        }
+
+        <span class="kw">if let </span><span class="prelude-val">Some</span>(upper) = <span class="self">self</span>.upper_bound(field_id) {
+            <span class="kw">if </span>upper.is_nan() {
+                <span class="kw">return </span>ROWS_MIGHT_NOT_MATCH;
+            }
+            <span class="kw">if </span>upper.literal() &lt; datum.literal() {
+                <span class="kw">return </span>ROWS_MUST_MATCH;
+            }
+        }
+
+        ROWS_MIGHT_NOT_MATCH
+    }
+
+    <span class="kw">fn </span>starts_with(
+        <span class="kw-2">&amp;mut </span><span class="self">self</span>,
+        _reference: <span class="kw-2">&amp;</span>BoundReference,
+        _datum: <span class="kw-2">&amp;</span>Datum,
+        _predicate: <span class="kw-2">&amp;</span>BoundPredicate,
+    ) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        ROWS_MIGHT_NOT_MATCH
+    }
+
+    <span class="kw">fn </span>not_starts_with(
+        <span class="kw-2">&amp;mut </span><span class="self">self</span>,
+        _reference: <span class="kw-2">&amp;</span>BoundReference,
+        _datum: <span class="kw-2">&amp;</span>Datum,
+        _predicate: <span class="kw-2">&amp;</span>BoundPredicate,
+    ) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        ROWS_MIGHT_NOT_MATCH
+    }
+
+    <span class="kw">fn </span>r#in(
+        <span class="kw-2">&amp;mut </span><span class="self">self</span>,
+        reference: <span class="kw-2">&amp;</span>BoundReference,
+        literals: <span class="kw-2">&amp;</span>FnvHashSet&lt;Datum&gt;,
+        _predicate: <span class="kw-2">&amp;</span>BoundPredicate,
+    ) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        <span class="kw">let </span>field_id = reference.field().id;
+
+        <span class="kw">if </span><span class="self">self</span>.may_contain_null(field_id) || <span class="self">self</span>.may_contain_nan(field_id) {
+            <span class="kw">return </span>ROWS_MIGHT_NOT_MATCH;
+        }
+
+        <span class="kw">if let </span>(<span class="prelude-val">Some</span>(lower), <span class="prelude-val">Some</span>(upper)) = (<span class="self">self</span>.lower_bound(field_id), <span class="self">self</span>.upper_bound(field_id))
+        {
+            <span class="kw">if </span>!literals.contains(lower) || !literals.contains(upper) || lower != upper {
+                <span class="kw">return </span>ROWS_MIGHT_NOT_MATCH;
+            }
+
+            <span class="kw">return </span>ROWS_MUST_MATCH;
+        }
+
+        ROWS_MIGHT_NOT_MATCH
+    }
+
+    <span class="kw">fn </span>not_in(
+        <span class="kw-2">&amp;mut </span><span class="self">self</span>,
+        reference: <span class="kw-2">&amp;</span>BoundReference,
+        literals: <span class="kw-2">&amp;</span>FnvHashSet&lt;Datum&gt;,
+        _predicate: <span class="kw-2">&amp;</span>BoundPredicate,
+    ) -&gt; <span class="kw">crate</span>::Result&lt;bool&gt; {
+        <span class="kw">let </span>field_id = reference.field().id;
+
+        <span class="kw">if </span><span class="self">self</span>.contains_nulls_only(field_id) || <span class="self">self</span>.contains_nans_only(field_id) {
+            <span class="kw">return </span>ROWS_MUST_MATCH;
+        }
+
+        <span class="kw">let </span><span class="kw-2">mut </span>filtered_literals = literals.clone();
+
+        <span class="kw">if let </span><span class="prelude-val">Some</span>(lower) = <span class="self">self</span>.lower_bound(field_id) {
+            <span class="kw">if </span>lower.is_nan() {
+                <span class="kw">return </span>ROWS_MIGHT_NOT_MATCH;
+            }
+
+            filtered_literals.retain(|val| lower &lt;= val);
+            <span class="kw">if </span>filtered_literals.is_empty() {
+                <span class="kw">return </span>ROWS_MUST_MATCH;
+            }
+        }
+
+        <span class="kw">if let </span><span class="prelude-val">Some</span>(upper) = <span class="self">self</span>.upper_bound(field_id) {
+            filtered_literals.retain(|val| <span class="kw-2">*</span>val &lt;= <span class="kw-2">*</span>upper);
+            <span class="kw">if </span>filtered_literals.is_empty() {
+                <span class="kw">return </span>ROWS_MUST_MATCH;
+            }
+        }
+
+        ROWS_MIGHT_NOT_MATCH
+    }
+}
+
+<span class="attr">#[cfg(test)]
+</span><span class="kw">mod </span>test {
+    <span class="kw">use </span>std::collections::HashMap;
+    <span class="kw">use </span>std::ops::Not;
+    <span class="kw">use </span>std::sync::Arc;
+
+    <span class="kw">use </span>fnv::FnvHashSet;
+
+    <span class="kw">use </span><span class="kw">crate</span>::expr::visitors::strict_metrics_evaluator::StrictMetricsEvaluator;
+    <span class="kw">use </span><span class="kw">crate</span>::expr::PredicateOperator::{
+        Eq, GreaterThan, GreaterThanOrEq, In, IsNan, IsNull, LessThan, LessThanOrEq, NotEq, NotIn,
+        NotNan, NotNull, NotStartsWith, StartsWith,
+    };
+    <span class="kw">use </span><span class="kw">crate</span>::expr::{
+        BinaryExpression, Bind, BoundPredicate, Predicate, Reference, SetExpression,
+        UnaryExpression,
+    };
+    <span class="kw">use </span><span class="kw">crate</span>::spec::{
+        DataContentType, DataFile, DataFileFormat, Datum, NestedField, PrimitiveType, Schema,
+        Struct, Type,
+    };
+
+    <span class="kw">const </span>INT_MIN_VALUE: i32 = <span class="number">30</span>;
+    <span class="kw">const </span>INT_MAX_VALUE: i32 = <span class="number">79</span>;
+
+    <span class="comment">// Helper: Create a test schema.
+    </span><span class="kw">fn </span>create_test_schema() -&gt; Arc&lt;Schema&gt; {
+        <span class="kw">let </span>table_schema = Schema::builder()
+            .with_fields(<span class="macro">vec!</span>[
+                <span class="comment">// field id=1: "id" (Int)
+                </span>Arc::new(NestedField::required(
+                    <span class="number">1</span>,
+                    <span class="string">"id"</span>,
+                    Type::Primitive(PrimitiveType::Int),
+                )),
+                <span class="comment">// field id=2: "no_stats" (Int)
+                </span>Arc::new(NestedField::optional(
+                    <span class="number">2</span>,
+                    <span class="string">"no_stats"</span>,
+                    Type::Primitive(PrimitiveType::Int),
+                )),
+                <span class="comment">// field id=3: "required" (String)
+                </span>Arc::new(NestedField::required(
+                    <span class="number">3</span>,
+                    <span class="string">"required"</span>,
+                    Type::Primitive(PrimitiveType::String),
+                )),
+                <span class="comment">// field id=4: "all_nulls" (String)
+                </span>Arc::new(NestedField::optional(
+                    <span class="number">4</span>,
+                    <span class="string">"all_nulls"</span>,
+                    Type::Primitive(PrimitiveType::String),
+                )),
+                <span class="comment">// field id=5: "some_nulls" (String)
+                </span>Arc::new(NestedField::optional(
+                    <span class="number">5</span>,
+                    <span class="string">"some_nulls"</span>,
+                    Type::Primitive(PrimitiveType::String),
+                )),
+                <span class="comment">// field id=6: "no_nulls" (String)
+                </span>Arc::new(NestedField::optional(
+                    <span class="number">6</span>,
+                    <span class="string">"no_nulls"</span>,
+                    Type::Primitive(PrimitiveType::String),
+                )),
+                <span class="comment">// field id=7: "all_nans" (Double)
+                </span>Arc::new(NestedField::optional(
+                    <span class="number">7</span>,
+                    <span class="string">"all_nans"</span>,
+                    Type::Primitive(PrimitiveType::Double),
+                )),
+                <span class="comment">// field id=8: "some_nans" (Float)
+                </span>Arc::new(NestedField::optional(
+                    <span class="number">8</span>,
+                    <span class="string">"some_nans"</span>,
+                    Type::Primitive(PrimitiveType::Float),
+                )),
+                <span class="comment">// field id=9: "no_nans" (Float)
+                </span>Arc::new(NestedField::optional(
+                    <span class="number">9</span>,
+                    <span class="string">"no_nans"</span>,
+                    Type::Primitive(PrimitiveType::Float),
+                )),
+                <span class="comment">// field id=10: "all_nulls_double" (Double)
+                </span>Arc::new(NestedField::optional(
+                    <span class="number">10</span>,
+                    <span class="string">"all_nulls_double"</span>,
+                    Type::Primitive(PrimitiveType::Double),
+                )),
+                <span class="comment">// field id=11: "all_nans_v1_stats" (Float)
+                </span>Arc::new(NestedField::optional(
+                    <span class="number">11</span>,
+                    <span class="string">"all_nans_v1_stats"</span>,
+                    Type::Primitive(PrimitiveType::Float),
+                )),
+                <span class="comment">// field id=12: "nan_and_null_only" (Double)
+                </span>Arc::new(NestedField::optional(
+                    <span class="number">12</span>,
+                    <span class="string">"nan_and_null_only"</span>,
+                    Type::Primitive(PrimitiveType::Double),
+                )),
+                <span class="comment">// field id=13: "no_nan_stats" (Double)
+                </span>Arc::new(NestedField::optional(
+                    <span class="number">13</span>,
+                    <span class="string">"no_nan_stats"</span>,
+                    Type::Primitive(PrimitiveType::Double),
+                )),
+                <span class="comment">// field id=14: "some_empty" (String)
+                </span>Arc::new(NestedField::optional(
+                    <span class="number">14</span>,
+                    <span class="string">"some_empty"</span>,
+                    Type::Primitive(PrimitiveType::String),
+                )),
+            ])
+            .build()
+            .unwrap();
+
+        Arc::new(table_schema)
+    }
+
+    <span class="kw">fn </span>get_test_file_1() -&gt; DataFile {
+        DataFile {
+            content: DataContentType::Data,
+            file_path: <span class="string">"/test/path"</span>.to_string(),
+            file_format: DataFileFormat::Parquet,
+            partition: Struct::empty(),
+            record_count: <span class="number">50</span>,
+            file_size_in_bytes: <span class="number">10</span>,
+            value_counts: HashMap::from([
+                (<span class="number">1</span>, <span class="number">50</span>),
+                (<span class="number">4</span>, <span class="number">50</span>),
+                (<span class="number">5</span>, <span class="number">50</span>),
+                (<span class="number">6</span>, <span class="number">50</span>),
+                (<span class="number">7</span>, <span class="number">50</span>),
+                (<span class="number">8</span>, <span class="number">50</span>),
+                (<span class="number">9</span>, <span class="number">50</span>),
+                (<span class="number">10</span>, <span class="number">50</span>),
+                (<span class="number">11</span>, <span class="number">50</span>),
+                (<span class="number">12</span>, <span class="number">50</span>),
+                (<span class="number">14</span>, <span class="number">50</span>),
+            ]),
+            null_value_counts: HashMap::from([
+                (<span class="number">1</span>, <span class="number">0</span>),
+                (<span class="number">4</span>, <span class="number">50</span>),
+                (<span class="number">5</span>, <span class="number">10</span>),
+                (<span class="number">6</span>, <span class="number">0</span>),
+                (<span class="number">10</span>, <span class="number">50</span>),
+                (<span class="number">11</span>, <span class="number">0</span>),
+                (<span class="number">12</span>, <span class="number">1</span>),
+            ]),
+            nan_value_counts: HashMap::from([(<span class="number">1</span>, <span class="number">0</span>), (<span class="number">7</span>, <span class="number">50</span>), (<span class="number">8</span>, <span class="number">10</span>), (<span class="number">9</span>, <span class="number">0</span>), (<span class="number">11</span>, <span class="number">50</span>)]),
+            lower_bounds: HashMap::from([
+                (<span class="number">1</span>, Datum::int(INT_MIN_VALUE)), <span class="comment">// id lower bound = 30
+                </span>(<span class="number">11</span>, Datum::float(f32::NAN)),
+                (<span class="number">12</span>, Datum::double(f64::NAN)),
+                (<span class="number">14</span>, Datum::string(<span class="string">""</span>)),
+            ]),
+            upper_bounds: HashMap::from([
+                (<span class="number">1</span>, Datum::int(INT_MAX_VALUE)), <span class="comment">// id upper bound = 79
+                </span>(<span class="number">11</span>, Datum::float(f32::NAN)),
+                (<span class="number">12</span>, Datum::double(f64::NAN)),
+                (<span class="number">14</span>, Datum::string(<span class="string">"房东整租霍营小区二层两居室"</span>)),
+            ]),
+            column_sizes: Default::default(),
+            key_metadata: <span class="prelude-val">None</span>,
+            split_offsets: <span class="macro">vec!</span>[],
+            equality_ids: <span class="macro">vec!</span>[],
+            sort_order_id: <span class="prelude-val">None</span>,
+        }
+    }
+
+    <span class="kw">fn </span>create_zero_records_data_file() -&gt; DataFile {
+        DataFile {
+            content: DataContentType::Data,
+            file_path: <span class="string">"/test/zero"</span>.to_string(),
+            file_format: DataFileFormat::Parquet,
+            partition: Struct::empty(),
+            record_count: <span class="number">0</span>,
+            file_size_in_bytes: <span class="number">10</span>,
+            column_sizes: HashMap::new(),
+            value_counts: Default::default(),
+            null_value_counts: Default::default(),
+            nan_value_counts: Default::default(),
+            lower_bounds: Default::default(),
+            upper_bounds: Default::default(),
+            key_metadata: <span class="prelude-val">None</span>,
+            split_offsets: <span class="macro">vec!</span>[],
+            equality_ids: <span class="macro">vec!</span>[],
+            sort_order_id: <span class="prelude-val">None</span>,
+        }
+    }
+
+    <span class="kw">fn </span>get_test_file_eq() -&gt; DataFile {
+        DataFile {
+            content: DataContentType::Data,
+            file_path: <span class="string">"/test/path_eq"</span>.to_string(),
+            file_format: DataFileFormat::Parquet,
+            partition: Struct::empty(),
+            record_count: <span class="number">10</span>,
+            file_size_in_bytes: <span class="number">10</span>,
+            value_counts: HashMap::from([(<span class="number">1</span>, <span class="number">10</span>)]),
+            null_value_counts: HashMap::from([(<span class="number">1</span>, <span class="number">0</span>)]),
+            nan_value_counts: HashMap::from([(<span class="number">1</span>, <span class="number">0</span>)]),
+            lower_bounds: HashMap::from([(<span class="number">1</span>, Datum::int(<span class="number">42</span>))]),
+            upper_bounds: HashMap::from([(<span class="number">1</span>, Datum::int(<span class="number">42</span>))]),
+            column_sizes: Default::default(),
+            key_metadata: <span class="prelude-val">None</span>,
+            split_offsets: <span class="macro">vec!</span>[],
+            equality_ids: <span class="macro">vec!</span>[],
+            sort_order_id: <span class="prelude-val">None</span>,
+        }
+    }
+
+    <span class="comment">// For string test files we reuse the ones from inclusive tests.
+    </span><span class="kw">fn </span>get_test_file_2() -&gt; DataFile {
+        DataFile {
+            content: DataContentType::Data,
+            file_path: <span class="string">"file_2.avro"</span>.to_string(),
+            file_format: DataFileFormat::Parquet,
+            partition: Struct::empty(),
+            record_count: <span class="number">50</span>,
+            file_size_in_bytes: <span class="number">10</span>,
+            value_counts: HashMap::from([(<span class="number">3</span>, <span class="number">20</span>)]),
+            null_value_counts: HashMap::from([(<span class="number">3</span>, <span class="number">2</span>)]),
+            nan_value_counts: HashMap::default(),
+            lower_bounds: HashMap::from([(<span class="number">3</span>, Datum::string(<span class="string">"aa"</span>))]),
+            upper_bounds: HashMap::from([(<span class="number">3</span>, Datum::string(<span class="string">"dC"</span>))]),
+            column_sizes: Default::default(),
+            key_metadata: <span class="prelude-val">None</span>,
+            split_offsets: <span class="macro">vec!</span>[],
+            equality_ids: <span class="macro">vec!</span>[],
+            sort_order_id: <span class="prelude-val">None</span>,
+        }
+    }
+
+    <span class="comment">// Helper functions to bind predicates with the test schema and then evaluate using StrictMetricsEvaluator.
+    </span><span class="kw">fn </span>not_null(reference: <span class="kw-2">&amp;</span>str) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Unary(UnaryExpression::new(NotNull, Reference::new(reference)));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>is_null(reference: <span class="kw-2">&amp;</span>str) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Unary(UnaryExpression::new(IsNull, Reference::new(reference)));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>not_nan(reference: <span class="kw-2">&amp;</span>str) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Unary(UnaryExpression::new(NotNan, Reference::new(reference)));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>is_nan(reference: <span class="kw-2">&amp;</span>str) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Unary(UnaryExpression::new(IsNan, Reference::new(reference)));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>less_than(reference: <span class="kw-2">&amp;</span>str, literal: <span class="kw-2">&amp;</span>str) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            LessThan,
+            Reference::new(reference),
+            Datum::string(literal),
+        ));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>less_than_or_equal(reference: <span class="kw-2">&amp;</span>str, literal: <span class="kw-2">&amp;</span>str) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            LessThanOrEq,
+            Reference::new(reference),
+            Datum::string(literal),
+        ));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>greater_than(reference: <span class="kw-2">&amp;</span>str, literal: <span class="kw-2">&amp;</span>str) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            GreaterThan,
+            Reference::new(reference),
+            Datum::string(literal),
+        ));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>greater_than_or_equal(reference: <span class="kw-2">&amp;</span>str, literal: <span class="kw-2">&amp;</span>str) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            GreaterThanOrEq,
+            Reference::new(reference),
+            Datum::string(literal),
+        ));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>equal(reference: <span class="kw-2">&amp;</span>str, literal: <span class="kw-2">&amp;</span>str) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            Eq,
+            Reference::new(reference),
+            Datum::string(literal),
+        ));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>less_than_int(reference: <span class="kw-2">&amp;</span>str, int_literal: i32) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            LessThan,
+            Reference::new(reference),
+            Datum::int(int_literal),
+        ));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>not_less_than_int(reference: <span class="kw-2">&amp;</span>str, int_literal: i32) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            LessThan,
+            Reference::new(reference),
+            Datum::int(int_literal),
+        ))
+        .not();
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>less_than_or_equal_int(reference: <span class="kw-2">&amp;</span>str, int_literal: i32) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            LessThanOrEq,
+            Reference::new(reference),
+            Datum::int(int_literal),
+        ));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>greater_than_int(reference: <span class="kw-2">&amp;</span>str, int_literal: i32) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            GreaterThan,
+            Reference::new(reference),
+            Datum::int(int_literal),
+        ));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>greater_than_or_equal_int(reference: <span class="kw-2">&amp;</span>str, int_literal: i32) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            GreaterThanOrEq,
+            Reference::new(reference),
+            Datum::int(int_literal),
+        ));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>equal_int(reference: <span class="kw-2">&amp;</span>str, int_literal: i32) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            Eq,
+            Reference::new(reference),
+            Datum::int(int_literal),
+        ));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>equal_int_not(reference: <span class="kw-2">&amp;</span>str, int_literal: i32) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            Eq,
+            Reference::new(reference),
+            Datum::int(int_literal),
+        ))
+        .not();
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>not_equal_int(reference: <span class="kw-2">&amp;</span>str, int_literal: i32) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            NotEq,
+            Reference::new(reference),
+            Datum::int(int_literal),
+        ));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>starts_with(reference: <span class="kw-2">&amp;</span>str, literal: <span class="kw-2">&amp;</span>str) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            StartsWith,
+            Reference::new(reference),
+            Datum::string(literal),
+        ));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>not_starts_with(reference: <span class="kw-2">&amp;</span>str, literal: <span class="kw-2">&amp;</span>str) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            NotStartsWith,
+            Reference::new(reference),
+            Datum::string(literal),
+        ));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>in_int(reference: <span class="kw-2">&amp;</span>str, int_literals: <span class="kw-2">&amp;</span>[i32]) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Set(SetExpression::new(
+            In,
+            Reference::new(reference),
+            FnvHashSet::from_iter(int_literals.iter().copied().map(Datum::int)),
+        ));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>not_in_int(reference: <span class="kw-2">&amp;</span>str, int_literals: <span class="kw-2">&amp;</span>[i32]) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Set(SetExpression::new(
+            NotIn,
+            Reference::new(reference),
+            FnvHashSet::from_iter(int_literals.iter().copied().map(Datum::int)),
+        ));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="kw">fn </span>not_in_str(reference: <span class="kw-2">&amp;</span>str, str_literals: <span class="kw-2">&amp;</span>[<span class="kw-2">&amp;</span>str]) -&gt; BoundPredicate {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>filter = Predicate::Set(SetExpression::new(
+            NotIn,
+            Reference::new(reference),
+            FnvHashSet::from_iter(str_literals.iter().map(Datum::string)),
+        ));
+        filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap()
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_data_file_no_partitions() {
+        <span class="kw">let </span>schema = create_test_schema();
+        <span class="kw">let </span>partition_filter = Predicate::AlwaysTrue.bind(schema.clone(), <span class="bool-val">false</span>).unwrap();
+
+        <span class="kw">let </span>data_file = get_test_file_1();
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>partition_filter, <span class="kw-2">&amp;</span>data_file).unwrap();
+        <span class="macro">assert!</span>(result, <span class="string">"Should read: AlwaysTrue predicate"</span>);
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_all_nulls() {
+        <span class="kw">let </span>file = get_test_file_1();
+
+        <span class="comment">// "all_nulls" (field 4) is all null.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_null(<span class="string">"all_nulls"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Should skip: notNull on all-null column"</span>);
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>less_than(<span class="string">"all_nulls"</span>, <span class="string">"a"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Should skip: lessThan on all-null column"</span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>less_than_or_equal(<span class="string">"all_nulls"</span>, <span class="string">"a"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Should skip: lessThanOrEqual on all-null column"</span>);
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>greater_than(<span class="string">"all_nulls"</span>, <span class="string">"a"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Should skip: greaterThan on all-null column"</span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>greater_than_or_equal(<span class="string">"all_nulls"</span>, <span class="string">"a"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Should skip: greaterThanOrEqual on all-null column"
+        </span>);
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>equal(<span class="string">"all_nulls"</span>, <span class="string">"a"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Should skip: equal on all-null column"</span>);
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>starts_with(<span class="string">"all_nulls"</span>, <span class="string">"a"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Strict eval: startsWith always returns false"</span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_starts_with(<span class="string">"all_nulls"</span>, <span class="string">"a"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Strict eval: notStartsWith always returns false"</span>);
+
+        <span class="comment">// "some_nulls" (field 5) has some nulls.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_null(<span class="string">"some_nulls"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Should skip: notNull on column with some nulls"</span>);
+
+        <span class="comment">// "no_nulls" (field 6) has no nulls.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_null(<span class="string">"no_nulls"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(result, <span class="string">"Should read: notNull on column with no nulls"</span>);
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_no_nulls() {
+        <span class="kw">let </span>file = get_test_file_1();
+
+        <span class="comment">// "all_nulls" is all null so isNull returns MUST_MATCH.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>is_null(<span class="string">"all_nulls"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(result, <span class="string">"Should read: isNull on all-null column"</span>);
+
+        <span class="comment">// "some_nulls" is not all null.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>is_null(<span class="string">"some_nulls"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Should skip: isNull on column with some non-null values"
+        </span>);
+
+        <span class="comment">// "no_nulls" has no nulls.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>is_null(<span class="string">"no_nulls"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Should skip: isNull on column with no nulls"</span>);
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_is_nan() {
+        <span class="kw">let </span>file = get_test_file_1();
+
+        <span class="comment">// "all_nans" (field 7) is all NaN.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>is_nan(<span class="string">"all_nans"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(result, <span class="string">"Should read: isNan on all-NaN column"</span>);
+
+        <span class="comment">// "some_nans" (field 8) has some NaN.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>is_nan(<span class="string">"some_nans"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Should skip: isNan on column with some NaNs"</span>);
+
+        <span class="comment">// "no_nans" (field 9) has no NaN.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>is_nan(<span class="string">"no_nans"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Should skip: isNan on column with no NaNs"</span>);
+
+        <span class="comment">// "all_nulls_double" (field 10) is all null.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>is_nan(<span class="string">"all_nulls_double"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Should skip: isNan on all-null double column"</span>);
+
+        <span class="comment">// "no_nan_stats" (field 13) missing stats → cannot guarantee, so false.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>is_nan(<span class="string">"no_nan_stats"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Should skip: isNan when stats are missing"</span>);
+
+        <span class="comment">// "all_nans_v1_stats" (field 11) is all NaN.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>is_nan(<span class="string">"all_nans_v1_stats"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(result, <span class="string">"Should read: isNan on all-NaN (v1 stats) column"</span>);
+
+        <span class="comment">// "nan_and_null_only" (field 12) → mixed, so false.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>is_nan(<span class="string">"nan_and_null_only"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Should skip: isNan on nan-and-null-only column"</span>);
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_not_nan() {
+        <span class="kw">let </span>file = get_test_file_1();
+
+        <span class="comment">// "all_nans" → notNan returns MIGHT_NOT_MATCH.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_nan(<span class="string">"all_nans"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Should read: notNan on all-NaN column (strict: must match)"
+        </span>);
+
+        <span class="comment">// "some_nans" → returns false.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_nan(<span class="string">"some_nans"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Should skip: notNan on column with some NaNs"</span>);
+
+        <span class="comment">// "no_nans" → notNan returns MUST_MATCH.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_nan(<span class="string">"no_nans"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(result, <span class="string">"Should read: notNan on column with no NaNs"</span>);
+
+        <span class="comment">// "all_nulls_double" → returns MUST_MATCH due to all nulls.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_nan(<span class="string">"all_nulls_double"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(result, <span class="string">"Should read: notNan on all-null double column"</span>);
+
+        <span class="comment">// "no_nan_stats" → missing stats so returns false.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_nan(<span class="string">"no_nan_stats"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Should skip: notNan when stats are missing"</span>);
+
+        <span class="comment">// "all_nans_v1_stats" → returns false.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_nan(<span class="string">"all_nans_v1_stats"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Should read: notNan on all-NaN (v1 stats) column"</span>);
+
+        <span class="comment">// "nan_and_null_only" → returns false.
+        </span><span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_nan(<span class="string">"nan_and_null_only"</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Should skip: notNan on nan-and-null-only column"</span>);
+    }
+
+    <span class="attr">#[test]
+    #[should_panic]
+    </span><span class="kw">fn </span>test_missing_column() {
+        <span class="kw">let _ </span>= StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>less_than(<span class="string">"missing"</span>, <span class="string">"a"</span>), <span class="kw-2">&amp;</span>get_test_file_1());
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_zero_record_file() {
+        <span class="kw">let </span>file = create_zero_records_data_file();
+
+        <span class="kw">let </span>expressions = [
+            less_than_int(<span class="string">"no_stats"</span>, <span class="number">5</span>),
+            less_than_or_equal_int(<span class="string">"no_stats"</span>, <span class="number">30</span>),
+            equal_int(<span class="string">"no_stats"</span>, <span class="number">70</span>),
+            greater_than_int(<span class="string">"no_stats"</span>, <span class="number">78</span>),
+            greater_than_or_equal_int(<span class="string">"no_stats"</span>, <span class="number">90</span>),
+            not_equal_int(<span class="string">"no_stats"</span>, <span class="number">101</span>),
+            is_null(<span class="string">"no_stats"</span>),
+            not_null(<span class="string">"no_stats"</span>),
+        ];
+
+        <span class="kw">for </span>expr <span class="kw">in </span>expressions {
+            <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>expr, <span class="kw-2">&amp;</span>file).unwrap();
+            <span class="comment">// For zero-record files, strict eval returns MUST_MATCH.
+            </span><span class="macro">assert!</span>(
+                result,
+                <span class="string">"Strict eval: Should read zero-record file for expression {:?}"</span>,
+                expr
+            );
+        }
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_not() {
+        <span class="kw">let </span>file = get_test_file_1();
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_less_than_int(<span class="string">"id"</span>, INT_MIN_VALUE - <span class="number">25</span>), <span class="kw-2">&amp;</span>file);
+        <span class="macro">assert!</span>(result.is_err());
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_and() {
+        <span class="kw">let </span>schema = create_test_schema();
+
+        <span class="comment">// (id &lt; (INT_MIN_VALUE - 25)) AND (id &gt;= (INT_MAX_VALUE + 1))
+        </span><span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            LessThan,
+            Reference::new(<span class="string">"id"</span>),
+            Datum::int(INT_MIN_VALUE - <span class="number">25</span>),
+        ))
+        .and(Predicate::Binary(BinaryExpression::new(
+            GreaterThanOrEq,
+            Reference::new(<span class="string">"id"</span>),
+            Datum::int(INT_MAX_VALUE + <span class="number">1</span>),
+        )));
+        <span class="kw">let </span>bound = filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap();
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>bound, <span class="kw-2">&amp;</span>get_test_file_1()).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Strict eval: and(false, false) should be false"</span>);
+
+        <span class="comment">// (id &gt; (INT_MIN_VALUE - 1)) AND (id &lt;= (INT_MAX_VALUE + 1))
+        </span><span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            GreaterThan,
+            Reference::new(<span class="string">"id"</span>),
+            Datum::int(INT_MIN_VALUE - <span class="number">1</span>),
+        ))
+        .and(Predicate::Binary(BinaryExpression::new(
+            LessThanOrEq,
+            Reference::new(<span class="string">"id"</span>),
+            Datum::int(INT_MAX_VALUE + <span class="number">1</span>),
+        )));
+        <span class="kw">let </span>bound = filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap();
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>bound, <span class="kw-2">&amp;</span>get_test_file_1()).unwrap();
+        <span class="macro">assert!</span>(result, <span class="string">"Strict eval: and(true, true) should be true"</span>);
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_or() {
+        <span class="kw">let </span>schema = create_test_schema();
+
+        <span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            LessThan,
+            Reference::new(<span class="string">"id"</span>),
+            Datum::int(INT_MIN_VALUE - <span class="number">25</span>),
+        ))
+        .or(Predicate::Binary(BinaryExpression::new(
+            GreaterThanOrEq,
+            Reference::new(<span class="string">"id"</span>),
+            Datum::int(INT_MIN_VALUE - <span class="number">30</span>),
+        )));
+        <span class="kw">let </span>bound = filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap();
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>bound, <span class="kw-2">&amp;</span>get_test_file_1()).unwrap();
+        <span class="macro">assert!</span>(result, <span class="string">"Strict eval: or(false, true) should be true"</span>);
+
+        <span class="kw">let </span>filter = Predicate::Binary(BinaryExpression::new(
+            LessThan,
+            Reference::new(<span class="string">"id"</span>),
+            Datum::int(INT_MIN_VALUE - <span class="number">25</span>),
+        ))
+        .or(Predicate::Binary(BinaryExpression::new(
+            GreaterThanOrEq,
+            Reference::new(<span class="string">"id"</span>),
+            Datum::int(INT_MAX_VALUE + <span class="number">1</span>),
+        )));
+        <span class="kw">let </span>bound = filter.bind(schema.clone(), <span class="bool-val">true</span>).unwrap();
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>bound, <span class="kw-2">&amp;</span>get_test_file_1()).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Strict eval: or(false, false) should be false"</span>);
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_integer_lt() {
+        <span class="kw">let </span>file = get_test_file_1();
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>less_than_int(<span class="string">"id"</span>, INT_MIN_VALUE - <span class="number">25</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: id &lt; {} should be false"</span>,
+            INT_MIN_VALUE - <span class="number">25
+        </span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>less_than_int(<span class="string">"id"</span>, INT_MIN_VALUE), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: id &lt; {} should be false"</span>,
+            INT_MIN_VALUE
+        );
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>less_than_int(<span class="string">"id"</span>, INT_MIN_VALUE + <span class="number">1</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: id &lt; {} should be false"</span>,
+            INT_MIN_VALUE + <span class="number">1
+        </span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>less_than_int(<span class="string">"id"</span>, INT_MAX_VALUE), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: id &lt; {} should be false"</span>,
+            INT_MAX_VALUE
+        );
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>less_than_int(<span class="string">"id"</span>, INT_MAX_VALUE + <span class="number">1</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: id &lt; {} should be true"</span>,
+            INT_MAX_VALUE + <span class="number">1
+        </span>);
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_integer_lt_eq() {
+        <span class="kw">let </span>file = get_test_file_1();
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>less_than_or_equal_int(<span class="string">"id"</span>, INT_MIN_VALUE - <span class="number">25</span>), <span class="kw-2">&amp;</span>file)
+                .unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: id &lt;= {} should be false"</span>,
+            INT_MIN_VALUE - <span class="number">25
+        </span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>less_than_or_equal_int(<span class="string">"id"</span>, INT_MIN_VALUE - <span class="number">1</span>), <span class="kw-2">&amp;</span>file)
+                .unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: id &lt;= {} should be false"</span>,
+            INT_MIN_VALUE - <span class="number">1
+        </span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>less_than_or_equal_int(<span class="string">"id"</span>, INT_MIN_VALUE), <span class="kw-2">&amp;</span>file)
+                .unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: id &lt;= {} should be false"</span>,
+            INT_MIN_VALUE
+        );
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>less_than_or_equal_int(<span class="string">"id"</span>, INT_MAX_VALUE), <span class="kw-2">&amp;</span>file)
+                .unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: id &lt;= {} should be true"</span>,
+            INT_MAX_VALUE
+        );
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>less_than_or_equal_int(<span class="string">"id"</span>, INT_MAX_VALUE + <span class="number">1</span>), <span class="kw-2">&amp;</span>file)
+                .unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: id &lt;= {} should be true"</span>,
+            INT_MAX_VALUE + <span class="number">1
+        </span>);
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_integer_gt() {
+        <span class="kw">let </span>file = get_test_file_1();
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>greater_than_int(<span class="string">"id"</span>, INT_MAX_VALUE + <span class="number">6</span>), <span class="kw-2">&amp;</span>file)
+                .unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: id &gt; {} should be false"</span>,
+            INT_MAX_VALUE + <span class="number">6
+        </span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>greater_than_int(<span class="string">"id"</span>, INT_MAX_VALUE), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: id &gt; {} should be false"</span>,
+            INT_MAX_VALUE
+        );
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>greater_than_int(<span class="string">"id"</span>, INT_MIN_VALUE), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: id &gt; {} should be false"</span>,
+            INT_MIN_VALUE
+        );
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>greater_than_int(<span class="string">"id"</span>, INT_MIN_VALUE - <span class="number">1</span>), <span class="kw-2">&amp;</span>file)
+                .unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: id &gt; {} should be true"</span>,
+            INT_MIN_VALUE - <span class="number">1
+        </span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>greater_than_int(<span class="string">"id"</span>, INT_MIN_VALUE - <span class="number">4</span>), <span class="kw-2">&amp;</span>file)
+                .unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: id &gt; {} should be true"</span>,
+            INT_MIN_VALUE - <span class="number">4
+        </span>);
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_integer_gt_eq() {
+        <span class="kw">let </span>file = get_test_file_1();
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(
+            <span class="kw-2">&amp;</span>greater_than_or_equal_int(<span class="string">"id"</span>, INT_MAX_VALUE + <span class="number">6</span>),
+            <span class="kw-2">&amp;</span>file,
+        )
+        .unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: id &gt;= {} should be false"</span>,
+            INT_MAX_VALUE + <span class="number">6
+        </span>);
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(
+            <span class="kw-2">&amp;</span>greater_than_or_equal_int(<span class="string">"id"</span>, INT_MAX_VALUE + <span class="number">1</span>),
+            <span class="kw-2">&amp;</span>file,
+        )
+        .unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: id &gt;= {} should be false"</span>,
+            INT_MAX_VALUE + <span class="number">1
+        </span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>greater_than_or_equal_int(<span class="string">"id"</span>, INT_MAX_VALUE), <span class="kw-2">&amp;</span>file)
+                .unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: id &gt;= {} should be false"</span>,
+            INT_MAX_VALUE
+        );
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>greater_than_or_equal_int(<span class="string">"id"</span>, INT_MIN_VALUE), <span class="kw-2">&amp;</span>file)
+                .unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: id &gt;= {} should be true"</span>,
+            INT_MIN_VALUE
+        );
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(
+            <span class="kw-2">&amp;</span>greater_than_or_equal_int(<span class="string">"id"</span>, INT_MIN_VALUE - <span class="number">1</span>),
+            <span class="kw-2">&amp;</span>file,
+        )
+        .unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: id &gt;= {} should be true"</span>,
+            INT_MIN_VALUE - <span class="number">1
+        </span>);
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_integer_eq() {
+        <span class="kw">let </span>file = get_test_file_1();
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>equal_int(<span class="string">"id"</span>, INT_MIN_VALUE), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: equal should be false if bounds are not identical"
+        </span>);
+
+        <span class="kw">let </span>eq_file = get_test_file_eq();
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>equal_int(<span class="string">"id"</span>, <span class="number">42</span>), <span class="kw-2">&amp;</span>eq_file).unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: equal should be true when lower == upper == literal"
+        </span>);
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>equal_int(<span class="string">"id"</span>, <span class="number">41</span>), <span class="kw-2">&amp;</span>eq_file).unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: equal should be false for non-matching literal"
+        </span>);
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_integer_not_eq() {
+        <span class="kw">let </span>file = get_test_file_1();
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_equal_int(<span class="string">"id"</span>, INT_MIN_VALUE - <span class="number">25</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: notEqual should be true when lower bound &gt; literal"
+        </span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_equal_int(<span class="string">"id"</span>, INT_MIN_VALUE - <span class="number">1</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: notEqual should be true when lower bound &gt; literal"
+        </span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_equal_int(<span class="string">"id"</span>, INT_MIN_VALUE), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Strict eval: notEqual should be false when literal equals lower bound (but upper is different)"</span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_equal_int(<span class="string">"id"</span>, INT_MAX_VALUE - <span class="number">4</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: notEqual should be false when literal is between bounds"
+        </span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_equal_int(<span class="string">"id"</span>, INT_MAX_VALUE), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: notEqual should be false when literal equals upper bound"
+        </span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_equal_int(<span class="string">"id"</span>, INT_MAX_VALUE + <span class="number">1</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: notEqual should be true when upper bound &lt; literal"
+        </span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_equal_int(<span class="string">"id"</span>, INT_MAX_VALUE + <span class="number">6</span>), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: notEqual should be true when literal is well above upper bound"
+        </span>);
+
+        <span class="kw">let </span>eq_file = get_test_file_eq();
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_equal_int(<span class="string">"id"</span>, <span class="number">42</span>), <span class="kw-2">&amp;</span>eq_file).unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: notEqual should be false when literal equals the only value"
+        </span>);
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_equal_int(<span class="string">"id"</span>, <span class="number">41</span>), <span class="kw-2">&amp;</span>eq_file).unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: notEqual should be true when literal does not equal the only value"
+        </span>);
+    }
+
+    <span class="attr">#[test]
+    #[should_panic]
+    </span><span class="kw">fn </span>test_case_sensitive_integer_not_eq_rewritten() {
+        <span class="kw">let _ </span>= StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>equal_int_not(<span class="string">"ID"</span>, <span class="number">5</span>), <span class="kw-2">&amp;</span>get_test_file_1()).unwrap();
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_string_starts_with() {
+        <span class="kw">let </span>file1 = get_test_file_1();
+        <span class="kw">let </span>file2 = get_test_file_2();
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>starts_with(<span class="string">"required"</span>, <span class="string">"a"</span>), <span class="kw-2">&amp;</span>file1).unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"strict eval: startsWith always false (no metrics support)"
+        </span>);
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>starts_with(<span class="string">"required"</span>, <span class="string">"a"</span>), <span class="kw-2">&amp;</span>file2).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"strict eval: startsWith always false"</span>);
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_string_not_starts_with() {
+        <span class="kw">let </span>file1 = get_test_file_1();
+        <span class="kw">let </span>file2 = get_test_file_2();
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_starts_with(<span class="string">"required"</span>, <span class="string">"a"</span>), <span class="kw-2">&amp;</span>file1).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Strict eval: notStartsWith always false"</span>);
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_starts_with(<span class="string">"required"</span>, <span class="string">"a"</span>), <span class="kw-2">&amp;</span>file2).unwrap();
+        <span class="macro">assert!</span>(!result, <span class="string">"Strict eval: notStartsWith always false"</span>);
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_integer_in() {
+        <span class="kw">let </span>file = get_test_file_1();
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(
+            <span class="kw-2">&amp;</span>in_int(<span class="string">"id"</span>, <span class="kw-2">&amp;</span>[INT_MIN_VALUE - <span class="number">25</span>, INT_MIN_VALUE - <span class="number">24</span>]),
+            <span class="kw-2">&amp;</span>file,
+        )
+        .unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: inInt on file1 returns false because bounds are not equal"
+        </span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>in_int(<span class="string">"id"</span>, <span class="kw-2">&amp;</span>[INT_MIN_VALUE - <span class="number">1</span>, INT_MIN_VALUE]), <span class="kw-2">&amp;</span>file)
+                .unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: inInt on file1 returns false when only one bound is in set"
+        </span>);
+
+        <span class="comment">// For file with equality stats.
+        </span><span class="kw">let </span>eq_file = get_test_file_eq();
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>in_int(<span class="string">"id"</span>, <span class="kw-2">&amp;</span>[<span class="number">42</span>]), <span class="kw-2">&amp;</span>eq_file).unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: inInt should be true when both bounds equal literal in set"
+        </span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>in_int(<span class="string">"id"</span>, <span class="kw-2">&amp;</span>[INT_MAX_VALUE, INT_MAX_VALUE + <span class="number">1</span>]), <span class="kw-2">&amp;</span>file)
+                .unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: inInt on file1 returns false due to unequal bounds"
+        </span>);
+    }
+
+    <span class="attr">#[test]
+    </span><span class="kw">fn </span>test_integer_not_in() {
+        <span class="kw">let </span>file = get_test_file_1();
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(
+            <span class="kw-2">&amp;</span>not_in_int(<span class="string">"id"</span>, <span class="kw-2">&amp;</span>[INT_MIN_VALUE - <span class="number">25</span>, INT_MIN_VALUE - <span class="number">24</span>]),
+            <span class="kw-2">&amp;</span>file,
+        )
+        .unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: notInInt should be true when all provided literals are outside bounds"
+        </span>);
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(
+            <span class="kw-2">&amp;</span>not_in_int(<span class="string">"id"</span>, <span class="kw-2">&amp;</span>[INT_MIN_VALUE - <span class="number">2</span>, INT_MIN_VALUE - <span class="number">1</span>]),
+            <span class="kw-2">&amp;</span>file,
+        )
+        .unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: notInInt should be true when literals are below lower bound"
+        </span>);
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(
+            <span class="kw-2">&amp;</span>not_in_int(<span class="string">"id"</span>, <span class="kw-2">&amp;</span>[INT_MIN_VALUE - <span class="number">1</span>, INT_MIN_VALUE]),
+            <span class="kw-2">&amp;</span>file,
+        )
+        .unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: notInInt should be false when at least one literal falls within bounds"
+        </span>);
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(
+            <span class="kw-2">&amp;</span>not_in_int(<span class="string">"id"</span>, <span class="kw-2">&amp;</span>[INT_MAX_VALUE - <span class="number">4</span>, INT_MAX_VALUE - <span class="number">3</span>]),
+            <span class="kw-2">&amp;</span>file,
+        )
+        .unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: notInInt should be false when some literals are within bounds"
+        </span>);
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(
+            <span class="kw-2">&amp;</span>not_in_int(<span class="string">"id"</span>, <span class="kw-2">&amp;</span>[INT_MAX_VALUE, INT_MAX_VALUE + <span class="number">1</span>]),
+            <span class="kw-2">&amp;</span>file,
+        )
+        .unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: not_in_int should be false when one literal is within bounds"
+        </span>);
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(
+            <span class="kw-2">&amp;</span>not_in_int(<span class="string">"id"</span>, <span class="kw-2">&amp;</span>[INT_MAX_VALUE + <span class="number">1</span>, INT_MAX_VALUE + <span class="number">2</span>]),
+            <span class="kw-2">&amp;</span>file,
+        )
+        .unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: notInInt should be true when all literals are above upper bound"
+        </span>);
+
+        <span class="kw">let </span>result = StrictMetricsEvaluator::eval(
+            <span class="kw-2">&amp;</span>not_in_int(<span class="string">"id"</span>, <span class="kw-2">&amp;</span>[INT_MAX_VALUE + <span class="number">6</span>, INT_MAX_VALUE + <span class="number">7</span>]),
+            <span class="kw-2">&amp;</span>file,
+        )
+        .unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: notInInt should be true when literals are well above upper bound"
+        </span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_in_str(<span class="string">"all_nulls"</span>, <span class="kw-2">&amp;</span>[<span class="string">"abc"</span>, <span class="string">"def"</span>]), <span class="kw-2">&amp;</span>file).unwrap();
+        <span class="macro">assert!</span>(
+            result,
+            <span class="string">"Strict eval: notInStr on all-null column should be true"
+        </span>);
+
+        <span class="kw">let </span>result =
+            StrictMetricsEvaluator::eval(<span class="kw-2">&amp;</span>not_in_str(<span class="string">"some_nulls"</span>, <span class="kw-2">&amp;</span>[<span class="string">"abc"</span>, <span class="string">"def"</span>]), <span class="kw-2">&amp;</span>file)
+                .unwrap();
+        <span class="macro">assert!</span>(
+            !result,
+            <span class="string">"Strict eval: notInStr on column start with nan should be false"
+        </span>);
+    }
+}
+</code></pre></div></section></main></body></html>
\ No newline at end of file
diff --git a/api/src/iceberg/spec/values.rs.html b/api/src/iceberg/spec/values.rs.html
index 42843afa..863d1e1d 100644
--- a/api/src/iceberg/spec/values.rs.html
+++ b/api/src/iceberg/spec/values.rs.html
@@ -3902,7 +3902,7 @@
 <span class="kw">const </span>LONG_MIN: i64 = -<span class="number">9223372036854775808</span>;
 
 <span class="doccomment">/// Values present in iceberg type
-</span><span class="attr">#[derive(Clone, Debug, PartialEq, Hash, Eq)]
+</span><span class="attr">#[derive(Clone, Debug, PartialOrd, PartialEq, Hash, Eq)]
 </span><span class="kw">pub enum </span>PrimitiveLiteral {
     <span class="doccomment">/// 0x00 for false, non-zero byte for true
     </span>Boolean(bool),
diff --git a/api/trait.impl/core/cmp/trait.PartialOrd.js b/api/trait.impl/core/cmp/trait.PartialOrd.js
index 8abf377a..b9c945ea 100644
--- a/api/trait.impl/core/cmp/trait.PartialOrd.js
+++ b/api/trait.impl/core/cmp/trait.PartialOrd.js
@@ -1,3 +1,3 @@
 (function() {var implementors = {
-"iceberg":[["impl <a class=\"trait\" href=\"https://doc.rust-lang.org/nightly/core/cmp/trait.PartialOrd.html\" title=\"trait core::cmp::PartialOrd\">PartialOrd</a> for <a class=\"enum\" href=\"iceberg/spec/enum.FormatVersion.html\" title=\"enum iceberg::spec::FormatVersion\">FormatVersion</a>"],["impl <a class=\"trait\" href=\"https://doc.rust-lang.org/nightly/core/cmp/trait.PartialOrd.html\" title=\"trait core::cmp::PartialOrd\">PartialOrd</a> for <a class=\"enum\" href=\"iceberg/spec/e [...]
+"iceberg":[["impl <a class=\"trait\" href=\"https://doc.rust-lang.org/nightly/core/cmp/trait.PartialOrd.html\" title=\"trait core::cmp::PartialOrd\">PartialOrd</a> for <a class=\"enum\" href=\"iceberg/spec/enum.FormatVersion.html\" title=\"enum iceberg::spec::FormatVersion\">FormatVersion</a>"],["impl <a class=\"trait\" href=\"https://doc.rust-lang.org/nightly/core/cmp/trait.PartialOrd.html\" title=\"trait core::cmp::PartialOrd\">PartialOrd</a> for <a class=\"enum\" href=\"iceberg/spec/e [...]
 };if (window.register_implementors) {window.register_implementors(implementors);} else {window.pending_implementors = implementors;}})()
\ No newline at end of file