Adopt dpnp interface to asynchronous dpctl execution (Part #1) (#1897)

* Update manipulation functions

* Update functions from the array creation container

* Update dpnp array methods

* Implement backward compatible solution

* dpnp.meshgrid has to follow CFD and prohibit input arrays allocating on different SYCL queues

* updated linspace, logspace and geomspace functions

* Updated elementwise functions and astype

* Updated counting and histogram functions

* Switched back to use dppy/label/dev for coverage GH action

* Removed dpnp_container.linspace since unused

* Return dpnp ndarray for linspace, logspace and geomspace internal functions 1a4f8a4

Author: github-actions[bot]

.buildinfo

@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 3b970c104dcbfd302c79b053c39d1e20
+config: ec8de9f4df03890fc9c8a62eeb236f62
 tags: 645f666f9bcd5a90fca523b33c5a78b7

_modules/dpnp/dpnp_array.html

@@ -12,7 +12,7 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_array &mdash; Data Parallel Extension for NumPy 0.16.0dev0+37.g805d502181 documentation</title>
+  <title>dpnp.dpnp_array &mdash; Data Parallel Extension for NumPy 0.16.0dev0+38.g1a4f8a4b8f documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
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@@ -23,7 +23,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=306ddaf9"></script>
+        <script src="../../_static/documentation_options.js?v=f88ae17c"></script>
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         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
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@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.16.0dev0+37.g805d502181
+                0.16.0dev0+38.g1a4f8a4b8f
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
@@ -364,6 +364,8 @@ <h1>Source code for dpnp.dpnp_array</h1><div class="highlight"><pre>
         <span class="n">res</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="fm">__new__</span><span class="p">(</span><span class="n">dpnp_array</span><span class="p">)</span>
         <span class="n">res</span><span class="o">.</span><span class="n">_array_obj</span> <span class="o">=</span> <span class="n">item</span>
 
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_array_obj</span><span class="o">.</span><span class="n">usm_data</span> <span class="ow">is</span> <span class="ow">not</span> <span class="n">res</span><span class="o">.</span><span class="n">_array_obj</span><span class="o">.</span><span class="n">usm_data</span><span class="p">:</span>
+            <span class="n">dpnp</span><span class="o">.</span><span class="n">synchronize_array_data</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">res</span></div>
 
 
@@ -577,7 +579,8 @@ <h1>Source code for dpnp.dpnp_array</h1><div class="highlight"><pre>
         <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">val</span><span class="p">,</span> <span class="n">dpnp_array</span><span class="p">):</span>
             <span class="n">val</span> <span class="o">=</span> <span class="n">val</span><span class="o">.</span><span class="n">get_array</span><span class="p">()</span>
 
-        <span class="bp">self</span><span class="o">.</span><span class="n">_array_obj</span><span class="o">.</span><span class="fm">__setitem__</span><span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">val</span><span class="p">)</span></div>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_array_obj</span><span class="o">.</span><span class="fm">__setitem__</span><span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">val</span><span class="p">)</span>
+        <span class="n">dpnp</span><span class="o">.</span><span class="n">synchronize_array_data</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span></div>
 
 
     <span class="c1"># &#39;__setstate__&#39;,</span>

_modules/dpnp/dpnp_flatiter.html

@@ -12,7 +12,7 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_flatiter &mdash; Data Parallel Extension for NumPy 0.16.0dev0+37.g805d502181 documentation</title>
+  <title>dpnp.dpnp_flatiter &mdash; Data Parallel Extension for NumPy 0.16.0dev0+38.g1a4f8a4b8f documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=306ddaf9"></script>
+        <script src="../../_static/documentation_options.js?v=f88ae17c"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.16.0dev0+37.g805d502181
+                0.16.0dev0+38.g1a4f8a4b8f
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">

_modules/dpnp/dpnp_iface.html

@@ -12,7 +12,7 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface &mdash; Data Parallel Extension for NumPy 0.16.0dev0+37.g805d502181 documentation</title>
+  <title>dpnp.dpnp_iface &mdash; Data Parallel Extension for NumPy 0.16.0dev0+38.g1a4f8a4b8f documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=306ddaf9"></script>
+        <script src="../../_static/documentation_options.js?v=f88ae17c"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.16.0dev0+37.g805d502181
+                0.16.0dev0+38.g1a4f8a4b8f
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
@@ -132,6 +132,7 @@ <h1>Source code for dpnp.dpnp_iface</h1><div class="highlight"><pre>
 
 <span class="kn">import</span> <span class="nn">dpctl</span>
 <span class="kn">import</span> <span class="nn">dpctl.tensor</span> <span class="k">as</span> <span class="nn">dpt</span>
+<span class="kn">import</span> <span class="nn">dpctl.utils</span> <span class="k">as</span> <span class="nn">dpu</span>
 <span class="kn">import</span> <span class="nn">numpy</span>
 <span class="kn">from</span> <span class="nn">dpctl.tensor._device</span> <span class="kn">import</span> <span class="n">normalize_queue_device</span>
 
@@ -159,6 +160,7 @@ <h1>Source code for dpnp.dpnp_iface</h1><div class="highlight"><pre>
     <span class="s2">&quot;get_usm_ndarray_or_scalar&quot;</span><span class="p">,</span>
     <span class="s2">&quot;is_supported_array_or_scalar&quot;</span><span class="p">,</span>
     <span class="s2">&quot;is_supported_array_type&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;synchronize_array_data&quot;</span><span class="p">,</span>
 <span class="p">]</span>
 
 <span class="kn">from</span> <span class="nn">dpnp</span> <span class="kn">import</span> <span class="n">float64</span><span class="p">,</span> <span class="n">isscalar</span>
@@ -336,10 +338,10 @@ <h1>Source code for dpnp.dpnp_iface</h1><div class="highlight"><pre>
         <span class="n">x1_obj</span><span class="p">,</span> <span class="n">dtype</span><span class="p">,</span> <span class="n">order</span><span class="o">=</span><span class="n">order</span><span class="p">,</span> <span class="n">casting</span><span class="o">=</span><span class="n">casting</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="n">copy</span><span class="p">,</span> <span class="n">device</span><span class="o">=</span><span class="n">device</span>
     <span class="p">)</span>
 
-    <span class="c1"># return x1 if dpctl returns a zero copy of x1_obj</span>
+    <span class="n">dpnp</span><span class="o">.</span><span class="n">synchronize_array_data</span><span class="p">(</span><span class="n">x1</span><span class="p">)</span>
     <span class="k">if</span> <span class="n">array_obj</span> <span class="ow">is</span> <span class="n">x1_obj</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">x1</span><span class="p">,</span> <span class="n">dpnp_array</span><span class="p">):</span>
+        <span class="c1"># return x1 if dpctl returns a zero copy of x1_obj</span>
         <span class="k">return</span> <span class="n">x1</span>
-
     <span class="k">return</span> <span class="n">dpnp_array</span><span class="o">.</span><span class="n">_create_from_usm_ndarray</span><span class="p">(</span><span class="n">array_obj</span><span class="p">)</span></div>
 
 
@@ -804,6 +806,19 @@ <h1>Source code for dpnp.dpnp_iface</h1><div class="highlight"><pre>
 <span class="sd">    &quot;&quot;&quot;</span>
 
     <span class="k">return</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="p">(</span><span class="n">dpnp_array</span><span class="p">,</span> <span class="n">dpt</span><span class="o">.</span><span class="n">usm_ndarray</span><span class="p">))</span>
+
+
+<span class="k">def</span> <span class="nf">synchronize_array_data</span><span class="p">(</span><span class="n">a</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    The dpctl interface was reworked to make asynchronous execution.</span>
+<span class="sd">    That function makes a synchronization call to ensure array data is valid</span>
+<span class="sd">    before exit from dpnp interface function.</span>
+
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="k">if</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">dpu</span><span class="p">,</span> <span class="s2">&quot;SequentialOrderManager&quot;</span><span class="p">):</span>
+        <span class="n">check_supported_arrays_type</span><span class="p">(</span><span class="n">a</span><span class="p">)</span>
+        <span class="n">dpu</span><span class="o">.</span><span class="n">SequentialOrderManager</span><span class="p">[</span><span class="n">a</span><span class="o">.</span><span class="n">sycl_queue</span><span class="p">]</span><span class="o">.</span><span class="n">wait</span><span class="p">()</span>
 </pre></div>
 
            </div>