This commit is contained in:
dceoy
2026-06-26 03:08:57 +00:00
parent 3f804a3064
commit da5afc496b
9 changed files with 499 additions and 492 deletions
+248 -270
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@@ -248,28 +248,6 @@
<h3 id="mt5cli.utils.TICK_FLAG_MAP" class="doc doc-heading">
<span class="doc doc-object-name doc-attribute-name">TICK_FLAG_MAP</span>
<span class="doc doc-labels">
<small class="doc doc-label doc-label-module-attribute"><code>module-attribute</code></small>
</span>
<a href="#mt5cli.utils.TICK_FLAG_MAP" class="headerlink" title="Permanent link">&para;</a></h3>
<div class="doc-signature highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a><span class="n">TICK_FLAG_MAP</span><span class="p">:</span> <span class="n"><span title="dict">dict</span></span><span class="p">[</span><span class="n"><span title="str">str</span></span><span class="p">,</span> <span class="n"><span title="int">int</span></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="dict">dict</span></span><span class="p">(</span><span class="n"><span title="pdmt5.COPY_TICKS_MAP">COPY_TICKS_MAP</span></span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h3 id="mt5cli.utils.TIMEFRAME_NAMES" class="doc doc-heading">
<span class="doc doc-object-name doc-attribute-name">TIMEFRAME_NAMES</span>
@@ -919,7 +897,9 @@
<details class="mkdocstrings-source">
<summary>Source code in <code>mt5cli/utils.py</code></summary>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-244">244</a></span>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-242">242</a></span>
<span class="normal"><a href="#__codelineno-0-243">243</a></span>
<span class="normal"><a href="#__codelineno-0-244">244</a></span>
<span class="normal"><a href="#__codelineno-0-245">245</a></span>
<span class="normal"><a href="#__codelineno-0-246">246</a></span>
<span class="normal"><a href="#__codelineno-0-247">247</a></span>
@@ -928,20 +908,18 @@
<span class="normal"><a href="#__codelineno-0-250">250</a></span>
<span class="normal"><a href="#__codelineno-0-251">251</a></span>
<span class="normal"><a href="#__codelineno-0-252">252</a></span>
<span class="normal"><a href="#__codelineno-0-253">253</a></span>
<span class="normal"><a href="#__codelineno-0-254">254</a></span>
<span class="normal"><a href="#__codelineno-0-255">255</a></span></pre></div></td><td class="code"><div><pre><span></span><code><a id="__codelineno-0-244" name="__codelineno-0-244"></a><span class="k">def</span><span class="w"> </span><span class="nf">coerce_login</span><span class="p">(</span><span class="n">login</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span><span class="p">:</span>
<a id="__codelineno-0-245" name="__codelineno-0-245"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Coerce a login value to int, treating empty strings as unset.</span>
<a id="__codelineno-0-246" name="__codelineno-0-246"></a>
<a id="__codelineno-0-247" name="__codelineno-0-247"></a><span class="sd"> Returns:</span>
<a id="__codelineno-0-248" name="__codelineno-0-248"></a><span class="sd"> Integer login, or None when unset or an empty string.</span>
<a id="__codelineno-0-249" name="__codelineno-0-249"></a><span class="sd"> &quot;&quot;&quot;</span>
<a id="__codelineno-0-250" name="__codelineno-0-250"></a> <span class="k">if</span> <span class="n">login</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">login</span><span class="p">,</span> <span class="nb">int</span><span class="p">):</span>
<a id="__codelineno-0-251" name="__codelineno-0-251"></a> <span class="k">return</span> <span class="n">login</span>
<a id="__codelineno-0-252" name="__codelineno-0-252"></a> <span class="n">text</span> <span class="o">=</span> <span class="n">login</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
<a id="__codelineno-0-253" name="__codelineno-0-253"></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">text</span><span class="p">:</span>
<a id="__codelineno-0-254" name="__codelineno-0-254"></a> <span class="k">return</span> <span class="kc">None</span>
<a id="__codelineno-0-255" name="__codelineno-0-255"></a> <span class="k">return</span> <span class="nb">int</span><span class="p">(</span><span class="n">text</span><span class="p">)</span>
<span class="normal"><a href="#__codelineno-0-253">253</a></span></pre></div></td><td class="code"><div><pre><span></span><code><a id="__codelineno-0-242" name="__codelineno-0-242"></a><span class="k">def</span><span class="w"> </span><span class="nf">coerce_login</span><span class="p">(</span><span class="n">login</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span><span class="p">:</span>
<a id="__codelineno-0-243" name="__codelineno-0-243"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Coerce a login value to int, treating empty strings as unset.</span>
<a id="__codelineno-0-244" name="__codelineno-0-244"></a>
<a id="__codelineno-0-245" name="__codelineno-0-245"></a><span class="sd"> Returns:</span>
<a id="__codelineno-0-246" name="__codelineno-0-246"></a><span class="sd"> Integer login, or None when unset or an empty string.</span>
<a id="__codelineno-0-247" name="__codelineno-0-247"></a><span class="sd"> &quot;&quot;&quot;</span>
<a id="__codelineno-0-248" name="__codelineno-0-248"></a> <span class="k">if</span> <span class="n">login</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">login</span><span class="p">,</span> <span class="nb">int</span><span class="p">):</span>
<a id="__codelineno-0-249" name="__codelineno-0-249"></a> <span class="k">return</span> <span class="n">login</span>
<a id="__codelineno-0-250" name="__codelineno-0-250"></a> <span class="n">text</span> <span class="o">=</span> <span class="n">login</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
<a id="__codelineno-0-251" name="__codelineno-0-251"></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">text</span><span class="p">:</span>
<a id="__codelineno-0-252" name="__codelineno-0-252"></a> <span class="k">return</span> <span class="kc">None</span>
<a id="__codelineno-0-253" name="__codelineno-0-253"></a> <span class="k">return</span> <span class="nb">int</span><span class="p">(</span><span class="n">text</span><span class="p">)</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
@@ -1061,7 +1039,9 @@
<details class="mkdocstrings-source">
<summary>Source code in <code>mt5cli/utils.py</code></summary>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-216">216</a></span>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-214">214</a></span>
<span class="normal"><a href="#__codelineno-0-215">215</a></span>
<span class="normal"><a href="#__codelineno-0-216">216</a></span>
<span class="normal"><a href="#__codelineno-0-217">217</a></span>
<span class="normal"><a href="#__codelineno-0-218">218</a></span>
<span class="normal"><a href="#__codelineno-0-219">219</a></span>
@@ -1084,34 +1064,32 @@
<span class="normal"><a href="#__codelineno-0-236">236</a></span>
<span class="normal"><a href="#__codelineno-0-237">237</a></span>
<span class="normal"><a href="#__codelineno-0-238">238</a></span>
<span class="normal"><a href="#__codelineno-0-239">239</a></span>
<span class="normal"><a href="#__codelineno-0-240">240</a></span>
<span class="normal"><a href="#__codelineno-0-241">241</a></span></pre></div></td><td class="code"><div><pre><span></span><code><a id="__codelineno-0-216" name="__codelineno-0-216"></a><span class="k">def</span><span class="w"> </span><span class="nf">detect_format</span><span class="p">(</span>
<a id="__codelineno-0-217" name="__codelineno-0-217"></a> <span class="n">output_path</span><span class="p">:</span> <span class="n">Path</span><span class="p">,</span>
<a id="__codelineno-0-218" name="__codelineno-0-218"></a> <span class="n">explicit_format</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<a id="__codelineno-0-219" name="__codelineno-0-219"></a><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
<a id="__codelineno-0-220" name="__codelineno-0-220"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Detect the output format from a file extension or explicit format string.</span>
<a id="__codelineno-0-221" name="__codelineno-0-221"></a>
<a id="__codelineno-0-222" name="__codelineno-0-222"></a><span class="sd"> Args:</span>
<a id="__codelineno-0-223" name="__codelineno-0-223"></a><span class="sd"> output_path: Path to the output file.</span>
<a id="__codelineno-0-224" name="__codelineno-0-224"></a><span class="sd"> explicit_format: Explicitly specified format, if any.</span>
<a id="__codelineno-0-225" name="__codelineno-0-225"></a>
<a id="__codelineno-0-226" name="__codelineno-0-226"></a><span class="sd"> Returns:</span>
<a id="__codelineno-0-227" name="__codelineno-0-227"></a><span class="sd"> The detected format string.</span>
<a id="__codelineno-0-228" name="__codelineno-0-228"></a>
<a id="__codelineno-0-229" name="__codelineno-0-229"></a><span class="sd"> Raises:</span>
<a id="__codelineno-0-230" name="__codelineno-0-230"></a><span class="sd"> ValueError: If the format cannot be determined.</span>
<a id="__codelineno-0-231" name="__codelineno-0-231"></a><span class="sd"> &quot;&quot;&quot;</span>
<a id="__codelineno-0-232" name="__codelineno-0-232"></a> <span class="k">if</span> <span class="n">explicit_format</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<a id="__codelineno-0-233" name="__codelineno-0-233"></a> <span class="k">return</span> <span class="n">explicit_format</span>
<a id="__codelineno-0-234" name="__codelineno-0-234"></a> <span class="n">suffix</span> <span class="o">=</span> <span class="n">output_path</span><span class="o">.</span><span class="n">suffix</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span>
<a id="__codelineno-0-235" name="__codelineno-0-235"></a> <span class="k">if</span> <span class="n">suffix</span> <span class="ow">in</span> <span class="n">_FORMAT_EXTENSIONS</span><span class="p">:</span>
<a id="__codelineno-0-236" name="__codelineno-0-236"></a> <span class="k">return</span> <span class="n">_FORMAT_EXTENSIONS</span><span class="p">[</span><span class="n">suffix</span><span class="p">]</span>
<a id="__codelineno-0-237" name="__codelineno-0-237"></a> <span class="n">msg</span> <span class="o">=</span> <span class="p">(</span>
<a id="__codelineno-0-238" name="__codelineno-0-238"></a> <span class="sa">f</span><span class="s2">&quot;Cannot detect format from extension &#39;</span><span class="si">{</span><span class="n">suffix</span><span class="si">}</span><span class="s2">&#39;.&quot;</span>
<a id="__codelineno-0-239" name="__codelineno-0-239"></a> <span class="s2">&quot; Use --format to specify the output format.&quot;</span>
<a id="__codelineno-0-240" name="__codelineno-0-240"></a> <span class="p">)</span>
<a id="__codelineno-0-241" name="__codelineno-0-241"></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span>
<span class="normal"><a href="#__codelineno-0-239">239</a></span></pre></div></td><td class="code"><div><pre><span></span><code><a id="__codelineno-0-214" name="__codelineno-0-214"></a><span class="k">def</span><span class="w"> </span><span class="nf">detect_format</span><span class="p">(</span>
<a id="__codelineno-0-215" name="__codelineno-0-215"></a> <span class="n">output_path</span><span class="p">:</span> <span class="n">Path</span><span class="p">,</span>
<a id="__codelineno-0-216" name="__codelineno-0-216"></a> <span class="n">explicit_format</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<a id="__codelineno-0-217" name="__codelineno-0-217"></a><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
<a id="__codelineno-0-218" name="__codelineno-0-218"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Detect the output format from a file extension or explicit format string.</span>
<a id="__codelineno-0-219" name="__codelineno-0-219"></a>
<a id="__codelineno-0-220" name="__codelineno-0-220"></a><span class="sd"> Args:</span>
<a id="__codelineno-0-221" name="__codelineno-0-221"></a><span class="sd"> output_path: Path to the output file.</span>
<a id="__codelineno-0-222" name="__codelineno-0-222"></a><span class="sd"> explicit_format: Explicitly specified format, if any.</span>
<a id="__codelineno-0-223" name="__codelineno-0-223"></a>
<a id="__codelineno-0-224" name="__codelineno-0-224"></a><span class="sd"> Returns:</span>
<a id="__codelineno-0-225" name="__codelineno-0-225"></a><span class="sd"> The detected format string.</span>
<a id="__codelineno-0-226" name="__codelineno-0-226"></a>
<a id="__codelineno-0-227" name="__codelineno-0-227"></a><span class="sd"> Raises:</span>
<a id="__codelineno-0-228" name="__codelineno-0-228"></a><span class="sd"> ValueError: If the format cannot be determined.</span>
<a id="__codelineno-0-229" name="__codelineno-0-229"></a><span class="sd"> &quot;&quot;&quot;</span>
<a id="__codelineno-0-230" name="__codelineno-0-230"></a> <span class="k">if</span> <span class="n">explicit_format</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<a id="__codelineno-0-231" name="__codelineno-0-231"></a> <span class="k">return</span> <span class="n">explicit_format</span>
<a id="__codelineno-0-232" name="__codelineno-0-232"></a> <span class="n">suffix</span> <span class="o">=</span> <span class="n">output_path</span><span class="o">.</span><span class="n">suffix</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span>
<a id="__codelineno-0-233" name="__codelineno-0-233"></a> <span class="k">if</span> <span class="n">suffix</span> <span class="ow">in</span> <span class="n">_FORMAT_EXTENSIONS</span><span class="p">:</span>
<a id="__codelineno-0-234" name="__codelineno-0-234"></a> <span class="k">return</span> <span class="n">_FORMAT_EXTENSIONS</span><span class="p">[</span><span class="n">suffix</span><span class="p">]</span>
<a id="__codelineno-0-235" name="__codelineno-0-235"></a> <span class="n">msg</span> <span class="o">=</span> <span class="p">(</span>
<a id="__codelineno-0-236" name="__codelineno-0-236"></a> <span class="sa">f</span><span class="s2">&quot;Cannot detect format from extension &#39;</span><span class="si">{</span><span class="n">suffix</span><span class="si">}</span><span class="s2">&#39;.&quot;</span>
<a id="__codelineno-0-237" name="__codelineno-0-237"></a> <span class="s2">&quot; Use --format to specify the output format.&quot;</span>
<a id="__codelineno-0-238" name="__codelineno-0-238"></a> <span class="p">)</span>
<a id="__codelineno-0-239" name="__codelineno-0-239"></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
@@ -1253,7 +1231,9 @@
<details class="mkdocstrings-source">
<summary>Source code in <code>mt5cli/utils.py</code></summary>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-302">302</a></span>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-300">300</a></span>
<span class="normal"><a href="#__codelineno-0-301">301</a></span>
<span class="normal"><a href="#__codelineno-0-302">302</a></span>
<span class="normal"><a href="#__codelineno-0-303">303</a></span>
<span class="normal"><a href="#__codelineno-0-304">304</a></span>
<span class="normal"><a href="#__codelineno-0-305">305</a></span>
@@ -1298,56 +1278,54 @@
<span class="normal"><a href="#__codelineno-0-344">344</a></span>
<span class="normal"><a href="#__codelineno-0-345">345</a></span>
<span class="normal"><a href="#__codelineno-0-346">346</a></span>
<span class="normal"><a href="#__codelineno-0-347">347</a></span>
<span class="normal"><a href="#__codelineno-0-348">348</a></span>
<span class="normal"><a href="#__codelineno-0-349">349</a></span></pre></div></td><td class="code"><div><pre><span></span><code><a id="__codelineno-0-302" name="__codelineno-0-302"></a><span class="k">def</span><span class="w"> </span><span class="nf">export_dataframe</span><span class="p">(</span>
<a id="__codelineno-0-303" name="__codelineno-0-303"></a> <span class="n">df</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">,</span>
<a id="__codelineno-0-304" name="__codelineno-0-304"></a> <span class="n">output_path</span><span class="p">:</span> <span class="n">Path</span><span class="p">,</span>
<a id="__codelineno-0-305" name="__codelineno-0-305"></a> <span class="n">output_format</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
<a id="__codelineno-0-306" name="__codelineno-0-306"></a> <span class="n">table_name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;data&quot;</span><span class="p">,</span>
<a id="__codelineno-0-307" name="__codelineno-0-307"></a><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
<a id="__codelineno-0-308" name="__codelineno-0-308"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Export a pandas DataFrame to the specified file format.</span>
<a id="__codelineno-0-309" name="__codelineno-0-309"></a>
<a id="__codelineno-0-310" name="__codelineno-0-310"></a><span class="sd"> Args:</span>
<a id="__codelineno-0-311" name="__codelineno-0-311"></a><span class="sd"> df: DataFrame to export.</span>
<a id="__codelineno-0-312" name="__codelineno-0-312"></a><span class="sd"> output_path: Path to the output file.</span>
<a id="__codelineno-0-313" name="__codelineno-0-313"></a><span class="sd"> output_format: Output format (csv, json, parquet, or sqlite3).</span>
<a id="__codelineno-0-314" name="__codelineno-0-314"></a><span class="sd"> table_name: Table name for SQLite3 output.</span>
<a id="__codelineno-0-315" name="__codelineno-0-315"></a>
<a id="__codelineno-0-316" name="__codelineno-0-316"></a><span class="sd"> Raises:</span>
<a id="__codelineno-0-317" name="__codelineno-0-317"></a><span class="sd"> ImportError: If the parquet format is requested but pyarrow is not installed.</span>
<a id="__codelineno-0-318" name="__codelineno-0-318"></a><span class="sd"> ValueError: If the output format is not supported.</span>
<a id="__codelineno-0-319" name="__codelineno-0-319"></a><span class="sd"> &quot;&quot;&quot;</span>
<a id="__codelineno-0-320" name="__codelineno-0-320"></a> <span class="k">if</span> <span class="n">output_format</span> <span class="o">==</span> <span class="s2">&quot;csv&quot;</span><span class="p">:</span>
<a id="__codelineno-0-321" name="__codelineno-0-321"></a> <span class="n">df</span><span class="o">.</span><span class="n">to_csv</span><span class="p">(</span><span class="n">output_path</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
<a id="__codelineno-0-322" name="__codelineno-0-322"></a> <span class="k">elif</span> <span class="n">output_format</span> <span class="o">==</span> <span class="s2">&quot;json&quot;</span><span class="p">:</span>
<a id="__codelineno-0-323" name="__codelineno-0-323"></a> <span class="n">df</span><span class="o">.</span><span class="n">to_json</span><span class="p">(</span>
<a id="__codelineno-0-324" name="__codelineno-0-324"></a> <span class="n">output_path</span><span class="p">,</span>
<a id="__codelineno-0-325" name="__codelineno-0-325"></a> <span class="n">orient</span><span class="o">=</span><span class="s2">&quot;records&quot;</span><span class="p">,</span>
<a id="__codelineno-0-326" name="__codelineno-0-326"></a> <span class="n">date_format</span><span class="o">=</span><span class="s2">&quot;iso&quot;</span><span class="p">,</span>
<a id="__codelineno-0-327" name="__codelineno-0-327"></a> <span class="n">indent</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span>
<a id="__codelineno-0-328" name="__codelineno-0-328"></a> <span class="p">)</span>
<a id="__codelineno-0-329" name="__codelineno-0-329"></a> <span class="k">elif</span> <span class="n">output_format</span> <span class="o">==</span> <span class="s2">&quot;parquet&quot;</span><span class="p">:</span>
<a id="__codelineno-0-330" name="__codelineno-0-330"></a> <span class="k">try</span><span class="p">:</span>
<a id="__codelineno-0-331" name="__codelineno-0-331"></a> <span class="nb">__import__</span><span class="p">(</span><span class="s2">&quot;pyarrow&quot;</span><span class="p">)</span>
<a id="__codelineno-0-332" name="__codelineno-0-332"></a> <span class="k">except</span> <span class="ne">ImportError</span> <span class="k">as</span> <span class="n">exc</span><span class="p">:</span>
<a id="__codelineno-0-333" name="__codelineno-0-333"></a> <span class="n">msg</span> <span class="o">=</span> <span class="p">(</span>
<a id="__codelineno-0-334" name="__codelineno-0-334"></a> <span class="s2">&quot;Parquet export requires the optional dependency pyarrow. &quot;</span>
<a id="__codelineno-0-335" name="__codelineno-0-335"></a> <span class="s1">&#39;Install it with: pip install &quot;mt5cli[parquet]&quot;&#39;</span>
<a id="__codelineno-0-336" name="__codelineno-0-336"></a> <span class="p">)</span>
<a id="__codelineno-0-337" name="__codelineno-0-337"></a> <span class="k">raise</span> <span class="ne">ImportError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span> <span class="kn">from</span><span class="w"> </span><span class="nn">exc</span>
<a id="__codelineno-0-338" name="__codelineno-0-338"></a> <span class="n">df</span><span class="o">.</span><span class="n">to_parquet</span><span class="p">(</span><span class="n">output_path</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
<a id="__codelineno-0-339" name="__codelineno-0-339"></a> <span class="k">elif</span> <span class="n">output_format</span> <span class="o">==</span> <span class="s2">&quot;sqlite3&quot;</span><span class="p">:</span>
<a id="__codelineno-0-340" name="__codelineno-0-340"></a> <span class="n">export_dataframe_to_sqlite</span><span class="p">(</span>
<a id="__codelineno-0-341" name="__codelineno-0-341"></a> <span class="n">df</span><span class="p">,</span>
<a id="__codelineno-0-342" name="__codelineno-0-342"></a> <span class="n">output_path</span><span class="p">,</span>
<a id="__codelineno-0-343" name="__codelineno-0-343"></a> <span class="n">table_name</span><span class="p">,</span>
<a id="__codelineno-0-344" name="__codelineno-0-344"></a> <span class="n">if_exists</span><span class="o">=</span><span class="n">IfExists</span><span class="o">.</span><span class="n">REPLACE</span><span class="p">,</span>
<a id="__codelineno-0-345" name="__codelineno-0-345"></a> <span class="n">index</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
<a id="__codelineno-0-346" name="__codelineno-0-346"></a> <span class="p">)</span>
<a id="__codelineno-0-347" name="__codelineno-0-347"></a> <span class="k">else</span><span class="p">:</span>
<a id="__codelineno-0-348" name="__codelineno-0-348"></a> <span class="n">msg</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;Unsupported output format: </span><span class="si">{</span><span class="n">output_format</span><span class="si">}</span><span class="s2">&quot;</span>
<a id="__codelineno-0-349" name="__codelineno-0-349"></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span>
<span class="normal"><a href="#__codelineno-0-347">347</a></span></pre></div></td><td class="code"><div><pre><span></span><code><a id="__codelineno-0-300" name="__codelineno-0-300"></a><span class="k">def</span><span class="w"> </span><span class="nf">export_dataframe</span><span class="p">(</span>
<a id="__codelineno-0-301" name="__codelineno-0-301"></a> <span class="n">df</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">,</span>
<a id="__codelineno-0-302" name="__codelineno-0-302"></a> <span class="n">output_path</span><span class="p">:</span> <span class="n">Path</span><span class="p">,</span>
<a id="__codelineno-0-303" name="__codelineno-0-303"></a> <span class="n">output_format</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
<a id="__codelineno-0-304" name="__codelineno-0-304"></a> <span class="n">table_name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;data&quot;</span><span class="p">,</span>
<a id="__codelineno-0-305" name="__codelineno-0-305"></a><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
<a id="__codelineno-0-306" name="__codelineno-0-306"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Export a pandas DataFrame to the specified file format.</span>
<a id="__codelineno-0-307" name="__codelineno-0-307"></a>
<a id="__codelineno-0-308" name="__codelineno-0-308"></a><span class="sd"> Args:</span>
<a id="__codelineno-0-309" name="__codelineno-0-309"></a><span class="sd"> df: DataFrame to export.</span>
<a id="__codelineno-0-310" name="__codelineno-0-310"></a><span class="sd"> output_path: Path to the output file.</span>
<a id="__codelineno-0-311" name="__codelineno-0-311"></a><span class="sd"> output_format: Output format (csv, json, parquet, or sqlite3).</span>
<a id="__codelineno-0-312" name="__codelineno-0-312"></a><span class="sd"> table_name: Table name for SQLite3 output.</span>
<a id="__codelineno-0-313" name="__codelineno-0-313"></a>
<a id="__codelineno-0-314" name="__codelineno-0-314"></a><span class="sd"> Raises:</span>
<a id="__codelineno-0-315" name="__codelineno-0-315"></a><span class="sd"> ImportError: If the parquet format is requested but pyarrow is not installed.</span>
<a id="__codelineno-0-316" name="__codelineno-0-316"></a><span class="sd"> ValueError: If the output format is not supported.</span>
<a id="__codelineno-0-317" name="__codelineno-0-317"></a><span class="sd"> &quot;&quot;&quot;</span>
<a id="__codelineno-0-318" name="__codelineno-0-318"></a> <span class="k">if</span> <span class="n">output_format</span> <span class="o">==</span> <span class="s2">&quot;csv&quot;</span><span class="p">:</span>
<a id="__codelineno-0-319" name="__codelineno-0-319"></a> <span class="n">df</span><span class="o">.</span><span class="n">to_csv</span><span class="p">(</span><span class="n">output_path</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
<a id="__codelineno-0-320" name="__codelineno-0-320"></a> <span class="k">elif</span> <span class="n">output_format</span> <span class="o">==</span> <span class="s2">&quot;json&quot;</span><span class="p">:</span>
<a id="__codelineno-0-321" name="__codelineno-0-321"></a> <span class="n">df</span><span class="o">.</span><span class="n">to_json</span><span class="p">(</span>
<a id="__codelineno-0-322" name="__codelineno-0-322"></a> <span class="n">output_path</span><span class="p">,</span>
<a id="__codelineno-0-323" name="__codelineno-0-323"></a> <span class="n">orient</span><span class="o">=</span><span class="s2">&quot;records&quot;</span><span class="p">,</span>
<a id="__codelineno-0-324" name="__codelineno-0-324"></a> <span class="n">date_format</span><span class="o">=</span><span class="s2">&quot;iso&quot;</span><span class="p">,</span>
<a id="__codelineno-0-325" name="__codelineno-0-325"></a> <span class="n">indent</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span>
<a id="__codelineno-0-326" name="__codelineno-0-326"></a> <span class="p">)</span>
<a id="__codelineno-0-327" name="__codelineno-0-327"></a> <span class="k">elif</span> <span class="n">output_format</span> <span class="o">==</span> <span class="s2">&quot;parquet&quot;</span><span class="p">:</span>
<a id="__codelineno-0-328" name="__codelineno-0-328"></a> <span class="k">try</span><span class="p">:</span>
<a id="__codelineno-0-329" name="__codelineno-0-329"></a> <span class="nb">__import__</span><span class="p">(</span><span class="s2">&quot;pyarrow&quot;</span><span class="p">)</span>
<a id="__codelineno-0-330" name="__codelineno-0-330"></a> <span class="k">except</span> <span class="ne">ImportError</span> <span class="k">as</span> <span class="n">exc</span><span class="p">:</span>
<a id="__codelineno-0-331" name="__codelineno-0-331"></a> <span class="n">msg</span> <span class="o">=</span> <span class="p">(</span>
<a id="__codelineno-0-332" name="__codelineno-0-332"></a> <span class="s2">&quot;Parquet export requires the optional dependency pyarrow. &quot;</span>
<a id="__codelineno-0-333" name="__codelineno-0-333"></a> <span class="s1">&#39;Install it with: pip install &quot;mt5cli[parquet]&quot;&#39;</span>
<a id="__codelineno-0-334" name="__codelineno-0-334"></a> <span class="p">)</span>
<a id="__codelineno-0-335" name="__codelineno-0-335"></a> <span class="k">raise</span> <span class="ne">ImportError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span> <span class="kn">from</span><span class="w"> </span><span class="nn">exc</span>
<a id="__codelineno-0-336" name="__codelineno-0-336"></a> <span class="n">df</span><span class="o">.</span><span class="n">to_parquet</span><span class="p">(</span><span class="n">output_path</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
<a id="__codelineno-0-337" name="__codelineno-0-337"></a> <span class="k">elif</span> <span class="n">output_format</span> <span class="o">==</span> <span class="s2">&quot;sqlite3&quot;</span><span class="p">:</span>
<a id="__codelineno-0-338" name="__codelineno-0-338"></a> <span class="n">export_dataframe_to_sqlite</span><span class="p">(</span>
<a id="__codelineno-0-339" name="__codelineno-0-339"></a> <span class="n">df</span><span class="p">,</span>
<a id="__codelineno-0-340" name="__codelineno-0-340"></a> <span class="n">output_path</span><span class="p">,</span>
<a id="__codelineno-0-341" name="__codelineno-0-341"></a> <span class="n">table_name</span><span class="p">,</span>
<a id="__codelineno-0-342" name="__codelineno-0-342"></a> <span class="n">if_exists</span><span class="o">=</span><span class="n">IfExists</span><span class="o">.</span><span class="n">REPLACE</span><span class="p">,</span>
<a id="__codelineno-0-343" name="__codelineno-0-343"></a> <span class="n">index</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
<a id="__codelineno-0-344" name="__codelineno-0-344"></a> <span class="p">)</span>
<a id="__codelineno-0-345" name="__codelineno-0-345"></a> <span class="k">else</span><span class="p">:</span>
<a id="__codelineno-0-346" name="__codelineno-0-346"></a> <span class="n">msg</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;Unsupported output format: </span><span class="si">{</span><span class="n">output_format</span><span class="si">}</span><span class="s2">&quot;</span>
<a id="__codelineno-0-347" name="__codelineno-0-347"></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
@@ -1523,7 +1501,9 @@ columns when appending frequently.</p>
<details class="mkdocstrings-source">
<summary>Source code in <code>mt5cli/utils.py</code></summary>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-258">258</a></span>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-256">256</a></span>
<span class="normal"><a href="#__codelineno-0-257">257</a></span>
<span class="normal"><a href="#__codelineno-0-258">258</a></span>
<span class="normal"><a href="#__codelineno-0-259">259</a></span>
<span class="normal"><a href="#__codelineno-0-260">260</a></span>
<span class="normal"><a href="#__codelineno-0-261">261</a></span>
@@ -1562,50 +1542,48 @@ columns when appending frequently.</p>
<span class="normal"><a href="#__codelineno-0-294">294</a></span>
<span class="normal"><a href="#__codelineno-0-295">295</a></span>
<span class="normal"><a href="#__codelineno-0-296">296</a></span>
<span class="normal"><a href="#__codelineno-0-297">297</a></span>
<span class="normal"><a href="#__codelineno-0-298">298</a></span>
<span class="normal"><a href="#__codelineno-0-299">299</a></span></pre></div></td><td class="code"><div><pre><span></span><code><a id="__codelineno-0-258" name="__codelineno-0-258"></a><span class="k">def</span><span class="w"> </span><span class="nf">export_dataframe_to_sqlite</span><span class="p">(</span>
<a id="__codelineno-0-259" name="__codelineno-0-259"></a> <span class="n">df</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">,</span>
<a id="__codelineno-0-260" name="__codelineno-0-260"></a> <span class="n">output_path</span><span class="p">:</span> <span class="n">Path</span><span class="p">,</span>
<a id="__codelineno-0-261" name="__codelineno-0-261"></a> <span class="n">table_name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;data&quot;</span><span class="p">,</span>
<a id="__codelineno-0-262" name="__codelineno-0-262"></a> <span class="o">*</span><span class="p">,</span>
<a id="__codelineno-0-263" name="__codelineno-0-263"></a> <span class="n">if_exists</span><span class="p">:</span> <span class="n">IfExists</span> <span class="o">=</span> <span class="n">IfExists</span><span class="o">.</span><span class="n">APPEND</span><span class="p">,</span>
<a id="__codelineno-0-264" name="__codelineno-0-264"></a> <span class="n">index</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
<a id="__codelineno-0-265" name="__codelineno-0-265"></a> <span class="n">index_label</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<a id="__codelineno-0-266" name="__codelineno-0-266"></a> <span class="n">deduplicate_on</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<a id="__codelineno-0-267" name="__codelineno-0-267"></a><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
<a id="__codelineno-0-268" name="__codelineno-0-268"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Write a DataFrame to SQLite with configurable append and deduplication.</span>
<a id="__codelineno-0-269" name="__codelineno-0-269"></a>
<a id="__codelineno-0-270" name="__codelineno-0-270"></a><span class="sd"> Args:</span>
<a id="__codelineno-0-271" name="__codelineno-0-271"></a><span class="sd"> df: DataFrame to export.</span>
<a id="__codelineno-0-272" name="__codelineno-0-272"></a><span class="sd"> output_path: SQLite database path.</span>
<a id="__codelineno-0-273" name="__codelineno-0-273"></a><span class="sd"> table_name: Target table name.</span>
<a id="__codelineno-0-274" name="__codelineno-0-274"></a><span class="sd"> if_exists: Conflict behavior when the table already exists.</span>
<a id="__codelineno-0-275" name="__codelineno-0-275"></a><span class="sd"> index: Whether to write the DataFrame index as a column.</span>
<a id="__codelineno-0-276" name="__codelineno-0-276"></a><span class="sd"> index_label: Column name for the index when ``index=True``.</span>
<a id="__codelineno-0-277" name="__codelineno-0-277"></a><span class="sd"> deduplicate_on: Optional key columns to deduplicate after writing,</span>
<a id="__codelineno-0-278" name="__codelineno-0-278"></a><span class="sd"> keeping the latest ``ROWID`` per key group. Deduplication scans the</span>
<a id="__codelineno-0-279" name="__codelineno-0-279"></a><span class="sd"> full table, so repeated appends cost O(table size); index the key</span>
<a id="__codelineno-0-280" name="__codelineno-0-280"></a><span class="sd"> columns when appending frequently.</span>
<a id="__codelineno-0-281" name="__codelineno-0-281"></a><span class="sd"> &quot;&quot;&quot;</span>
<a id="__codelineno-0-282" name="__codelineno-0-282"></a> <span class="k">with</span> <span class="n">sqlite3</span><span class="o">.</span><span class="n">connect</span><span class="p">(</span><span class="n">output_path</span><span class="p">)</span> <span class="k">as</span> <span class="n">conn</span><span class="p">:</span>
<a id="__codelineno-0-283" name="__codelineno-0-283"></a> <span class="n">df</span><span class="o">.</span><span class="n">to_sql</span><span class="p">(</span> <span class="c1"># type: ignore[reportUnknownMemberType]</span>
<a id="__codelineno-0-284" name="__codelineno-0-284"></a> <span class="n">table_name</span><span class="p">,</span>
<a id="__codelineno-0-285" name="__codelineno-0-285"></a> <span class="n">conn</span><span class="p">,</span>
<a id="__codelineno-0-286" name="__codelineno-0-286"></a> <span class="n">if_exists</span><span class="o">=</span><span class="n">if_exists</span><span class="o">.</span><span class="n">value</span><span class="p">,</span>
<a id="__codelineno-0-287" name="__codelineno-0-287"></a> <span class="n">index</span><span class="o">=</span><span class="n">index</span><span class="p">,</span>
<a id="__codelineno-0-288" name="__codelineno-0-288"></a> <span class="n">index_label</span><span class="o">=</span><span class="n">index_label</span><span class="p">,</span>
<a id="__codelineno-0-289" name="__codelineno-0-289"></a> <span class="p">)</span>
<a id="__codelineno-0-290" name="__codelineno-0-290"></a> <span class="k">if</span> <span class="n">deduplicate_on</span><span class="p">:</span>
<a id="__codelineno-0-291" name="__codelineno-0-291"></a> <span class="kn">from</span><span class="w"> </span><span class="nn">.history</span><span class="w"> </span><span class="kn">import</span> <span class="n">drop_duplicates_in_table</span> <span class="c1"># noqa: PLC0415</span>
<a id="__codelineno-0-292" name="__codelineno-0-292"></a>
<a id="__codelineno-0-293" name="__codelineno-0-293"></a> <span class="n">drop_duplicates_in_table</span><span class="p">(</span>
<a id="__codelineno-0-294" name="__codelineno-0-294"></a> <span class="n">conn</span><span class="o">.</span><span class="n">cursor</span><span class="p">(),</span>
<a id="__codelineno-0-295" name="__codelineno-0-295"></a> <span class="n">table_name</span><span class="p">,</span>
<a id="__codelineno-0-296" name="__codelineno-0-296"></a> <span class="nb">list</span><span class="p">(</span><span class="n">deduplicate_on</span><span class="p">),</span>
<a id="__codelineno-0-297" name="__codelineno-0-297"></a> <span class="n">keep</span><span class="o">=</span><span class="s2">&quot;last&quot;</span><span class="p">,</span>
<a id="__codelineno-0-298" name="__codelineno-0-298"></a> <span class="p">)</span>
<a id="__codelineno-0-299" name="__codelineno-0-299"></a> <span class="n">conn</span><span class="o">.</span><span class="n">commit</span><span class="p">()</span>
<span class="normal"><a href="#__codelineno-0-297">297</a></span></pre></div></td><td class="code"><div><pre><span></span><code><a id="__codelineno-0-256" name="__codelineno-0-256"></a><span class="k">def</span><span class="w"> </span><span class="nf">export_dataframe_to_sqlite</span><span class="p">(</span>
<a id="__codelineno-0-257" name="__codelineno-0-257"></a> <span class="n">df</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">,</span>
<a id="__codelineno-0-258" name="__codelineno-0-258"></a> <span class="n">output_path</span><span class="p">:</span> <span class="n">Path</span><span class="p">,</span>
<a id="__codelineno-0-259" name="__codelineno-0-259"></a> <span class="n">table_name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;data&quot;</span><span class="p">,</span>
<a id="__codelineno-0-260" name="__codelineno-0-260"></a> <span class="o">*</span><span class="p">,</span>
<a id="__codelineno-0-261" name="__codelineno-0-261"></a> <span class="n">if_exists</span><span class="p">:</span> <span class="n">IfExists</span> <span class="o">=</span> <span class="n">IfExists</span><span class="o">.</span><span class="n">APPEND</span><span class="p">,</span>
<a id="__codelineno-0-262" name="__codelineno-0-262"></a> <span class="n">index</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
<a id="__codelineno-0-263" name="__codelineno-0-263"></a> <span class="n">index_label</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<a id="__codelineno-0-264" name="__codelineno-0-264"></a> <span class="n">deduplicate_on</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<a id="__codelineno-0-265" name="__codelineno-0-265"></a><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
<a id="__codelineno-0-266" name="__codelineno-0-266"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Write a DataFrame to SQLite with configurable append and deduplication.</span>
<a id="__codelineno-0-267" name="__codelineno-0-267"></a>
<a id="__codelineno-0-268" name="__codelineno-0-268"></a><span class="sd"> Args:</span>
<a id="__codelineno-0-269" name="__codelineno-0-269"></a><span class="sd"> df: DataFrame to export.</span>
<a id="__codelineno-0-270" name="__codelineno-0-270"></a><span class="sd"> output_path: SQLite database path.</span>
<a id="__codelineno-0-271" name="__codelineno-0-271"></a><span class="sd"> table_name: Target table name.</span>
<a id="__codelineno-0-272" name="__codelineno-0-272"></a><span class="sd"> if_exists: Conflict behavior when the table already exists.</span>
<a id="__codelineno-0-273" name="__codelineno-0-273"></a><span class="sd"> index: Whether to write the DataFrame index as a column.</span>
<a id="__codelineno-0-274" name="__codelineno-0-274"></a><span class="sd"> index_label: Column name for the index when ``index=True``.</span>
<a id="__codelineno-0-275" name="__codelineno-0-275"></a><span class="sd"> deduplicate_on: Optional key columns to deduplicate after writing,</span>
<a id="__codelineno-0-276" name="__codelineno-0-276"></a><span class="sd"> keeping the latest ``ROWID`` per key group. Deduplication scans the</span>
<a id="__codelineno-0-277" name="__codelineno-0-277"></a><span class="sd"> full table, so repeated appends cost O(table size); index the key</span>
<a id="__codelineno-0-278" name="__codelineno-0-278"></a><span class="sd"> columns when appending frequently.</span>
<a id="__codelineno-0-279" name="__codelineno-0-279"></a><span class="sd"> &quot;&quot;&quot;</span>
<a id="__codelineno-0-280" name="__codelineno-0-280"></a> <span class="k">with</span> <span class="n">sqlite3</span><span class="o">.</span><span class="n">connect</span><span class="p">(</span><span class="n">output_path</span><span class="p">)</span> <span class="k">as</span> <span class="n">conn</span><span class="p">:</span>
<a id="__codelineno-0-281" name="__codelineno-0-281"></a> <span class="n">df</span><span class="o">.</span><span class="n">to_sql</span><span class="p">(</span> <span class="c1"># type: ignore[reportUnknownMemberType]</span>
<a id="__codelineno-0-282" name="__codelineno-0-282"></a> <span class="n">table_name</span><span class="p">,</span>
<a id="__codelineno-0-283" name="__codelineno-0-283"></a> <span class="n">conn</span><span class="p">,</span>
<a id="__codelineno-0-284" name="__codelineno-0-284"></a> <span class="n">if_exists</span><span class="o">=</span><span class="n">if_exists</span><span class="o">.</span><span class="n">value</span><span class="p">,</span>
<a id="__codelineno-0-285" name="__codelineno-0-285"></a> <span class="n">index</span><span class="o">=</span><span class="n">index</span><span class="p">,</span>
<a id="__codelineno-0-286" name="__codelineno-0-286"></a> <span class="n">index_label</span><span class="o">=</span><span class="n">index_label</span><span class="p">,</span>
<a id="__codelineno-0-287" name="__codelineno-0-287"></a> <span class="p">)</span>
<a id="__codelineno-0-288" name="__codelineno-0-288"></a> <span class="k">if</span> <span class="n">deduplicate_on</span><span class="p">:</span>
<a id="__codelineno-0-289" name="__codelineno-0-289"></a> <span class="kn">from</span><span class="w"> </span><span class="nn">.history</span><span class="w"> </span><span class="kn">import</span> <span class="n">drop_duplicates_in_table</span> <span class="c1"># noqa: PLC0415</span>
<a id="__codelineno-0-290" name="__codelineno-0-290"></a>
<a id="__codelineno-0-291" name="__codelineno-0-291"></a> <span class="n">drop_duplicates_in_table</span><span class="p">(</span>
<a id="__codelineno-0-292" name="__codelineno-0-292"></a> <span class="n">conn</span><span class="o">.</span><span class="n">cursor</span><span class="p">(),</span>
<a id="__codelineno-0-293" name="__codelineno-0-293"></a> <span class="n">table_name</span><span class="p">,</span>
<a id="__codelineno-0-294" name="__codelineno-0-294"></a> <span class="nb">list</span><span class="p">(</span><span class="n">deduplicate_on</span><span class="p">),</span>
<a id="__codelineno-0-295" name="__codelineno-0-295"></a> <span class="n">keep</span><span class="o">=</span><span class="s2">&quot;last&quot;</span><span class="p">,</span>
<a id="__codelineno-0-296" name="__codelineno-0-296"></a> <span class="p">)</span>
<a id="__codelineno-0-297" name="__codelineno-0-297"></a> <span class="n">conn</span><span class="o">.</span><span class="n">commit</span><span class="p">()</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
@@ -1708,7 +1686,9 @@ columns when appending frequently.</p>
<details class="mkdocstrings-source">
<summary>Source code in <code>mt5cli/utils.py</code></summary>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-352">352</a></span>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-350">350</a></span>
<span class="normal"><a href="#__codelineno-0-351">351</a></span>
<span class="normal"><a href="#__codelineno-0-352">352</a></span>
<span class="normal"><a href="#__codelineno-0-353">353</a></span>
<span class="normal"><a href="#__codelineno-0-354">354</a></span>
<span class="normal"><a href="#__codelineno-0-355">355</a></span>
@@ -1726,29 +1706,27 @@ columns when appending frequently.</p>
<span class="normal"><a href="#__codelineno-0-367">367</a></span>
<span class="normal"><a href="#__codelineno-0-368">368</a></span>
<span class="normal"><a href="#__codelineno-0-369">369</a></span>
<span class="normal"><a href="#__codelineno-0-370">370</a></span>
<span class="normal"><a href="#__codelineno-0-371">371</a></span>
<span class="normal"><a href="#__codelineno-0-372">372</a></span></pre></div></td><td class="code"><div><pre><span></span><code><a id="__codelineno-0-352" name="__codelineno-0-352"></a><span class="k">def</span><span class="w"> </span><span class="nf">parse_datetime</span><span class="p">(</span><span class="n">value</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">datetime</span><span class="p">:</span>
<a id="__codelineno-0-353" name="__codelineno-0-353"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Parse an ISO 8601 datetime string to a timezone-aware datetime.</span>
<a id="__codelineno-0-354" name="__codelineno-0-354"></a>
<a id="__codelineno-0-355" name="__codelineno-0-355"></a><span class="sd"> Args:</span>
<a id="__codelineno-0-356" name="__codelineno-0-356"></a><span class="sd"> value: ISO 8601 datetime string (e.g., &#39;2024-01-01&#39; or</span>
<a id="__codelineno-0-357" name="__codelineno-0-357"></a><span class="sd"> &#39;2024-01-01T12:00:00+00:00&#39;).</span>
<a id="__codelineno-0-358" name="__codelineno-0-358"></a>
<a id="__codelineno-0-359" name="__codelineno-0-359"></a><span class="sd"> Returns:</span>
<a id="__codelineno-0-360" name="__codelineno-0-360"></a><span class="sd"> Parsed datetime with UTC timezone if no timezone is specified.</span>
<a id="__codelineno-0-361" name="__codelineno-0-361"></a>
<a id="__codelineno-0-362" name="__codelineno-0-362"></a><span class="sd"> Raises:</span>
<a id="__codelineno-0-363" name="__codelineno-0-363"></a><span class="sd"> ValueError: If the string cannot be parsed.</span>
<a id="__codelineno-0-364" name="__codelineno-0-364"></a><span class="sd"> &quot;&quot;&quot;</span>
<a id="__codelineno-0-365" name="__codelineno-0-365"></a> <span class="k">try</span><span class="p">:</span>
<a id="__codelineno-0-366" name="__codelineno-0-366"></a> <span class="n">dt</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">fromisoformat</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
<a id="__codelineno-0-367" name="__codelineno-0-367"></a> <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
<a id="__codelineno-0-368" name="__codelineno-0-368"></a> <span class="n">msg</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;Invalid datetime format: &#39;</span><span class="si">{</span><span class="n">value</span><span class="si">}</span><span class="s2">&#39;. Use ISO 8601 format.&quot;</span>
<a id="__codelineno-0-369" name="__codelineno-0-369"></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span> <span class="kn">from</span><span class="w"> </span><span class="kc">None</span>
<a id="__codelineno-0-370" name="__codelineno-0-370"></a> <span class="k">if</span> <span class="n">dt</span><span class="o">.</span><span class="n">tzinfo</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
<a id="__codelineno-0-371" name="__codelineno-0-371"></a> <span class="n">dt</span> <span class="o">=</span> <span class="n">dt</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">tzinfo</span><span class="o">=</span><span class="n">UTC</span><span class="p">)</span>
<a id="__codelineno-0-372" name="__codelineno-0-372"></a> <span class="k">return</span> <span class="n">dt</span>
<span class="normal"><a href="#__codelineno-0-370">370</a></span></pre></div></td><td class="code"><div><pre><span></span><code><a id="__codelineno-0-350" name="__codelineno-0-350"></a><span class="k">def</span><span class="w"> </span><span class="nf">parse_datetime</span><span class="p">(</span><span class="n">value</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">datetime</span><span class="p">:</span>
<a id="__codelineno-0-351" name="__codelineno-0-351"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Parse an ISO 8601 datetime string to a timezone-aware datetime.</span>
<a id="__codelineno-0-352" name="__codelineno-0-352"></a>
<a id="__codelineno-0-353" name="__codelineno-0-353"></a><span class="sd"> Args:</span>
<a id="__codelineno-0-354" name="__codelineno-0-354"></a><span class="sd"> value: ISO 8601 datetime string (e.g., &#39;2024-01-01&#39; or</span>
<a id="__codelineno-0-355" name="__codelineno-0-355"></a><span class="sd"> &#39;2024-01-01T12:00:00+00:00&#39;).</span>
<a id="__codelineno-0-356" name="__codelineno-0-356"></a>
<a id="__codelineno-0-357" name="__codelineno-0-357"></a><span class="sd"> Returns:</span>
<a id="__codelineno-0-358" name="__codelineno-0-358"></a><span class="sd"> Parsed datetime with UTC timezone if no timezone is specified.</span>
<a id="__codelineno-0-359" name="__codelineno-0-359"></a>
<a id="__codelineno-0-360" name="__codelineno-0-360"></a><span class="sd"> Raises:</span>
<a id="__codelineno-0-361" name="__codelineno-0-361"></a><span class="sd"> ValueError: If the string cannot be parsed.</span>
<a id="__codelineno-0-362" name="__codelineno-0-362"></a><span class="sd"> &quot;&quot;&quot;</span>
<a id="__codelineno-0-363" name="__codelineno-0-363"></a> <span class="k">try</span><span class="p">:</span>
<a id="__codelineno-0-364" name="__codelineno-0-364"></a> <span class="n">dt</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">fromisoformat</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
<a id="__codelineno-0-365" name="__codelineno-0-365"></a> <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
<a id="__codelineno-0-366" name="__codelineno-0-366"></a> <span class="n">msg</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;Invalid datetime format: &#39;</span><span class="si">{</span><span class="n">value</span><span class="si">}</span><span class="s2">&#39;. Use ISO 8601 format.&quot;</span>
<a id="__codelineno-0-367" name="__codelineno-0-367"></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span> <span class="kn">from</span><span class="w"> </span><span class="kc">None</span>
<a id="__codelineno-0-368" name="__codelineno-0-368"></a> <span class="k">if</span> <span class="n">dt</span><span class="o">.</span><span class="n">tzinfo</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
<a id="__codelineno-0-369" name="__codelineno-0-369"></a> <span class="n">dt</span> <span class="o">=</span> <span class="n">dt</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">tzinfo</span><span class="o">=</span><span class="n">UTC</span><span class="p">)</span>
<a id="__codelineno-0-370" name="__codelineno-0-370"></a> <span class="k">return</span> <span class="n">dt</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
@@ -1851,7 +1829,9 @@ JSON object.</p>
<details class="mkdocstrings-source">
<summary>Source code in <code>mt5cli/utils.py</code></summary>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-427">427</a></span>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-425">425</a></span>
<span class="normal"><a href="#__codelineno-0-426">426</a></span>
<span class="normal"><a href="#__codelineno-0-427">427</a></span>
<span class="normal"><a href="#__codelineno-0-428">428</a></span>
<span class="normal"><a href="#__codelineno-0-429">429</a></span>
<span class="normal"><a href="#__codelineno-0-430">430</a></span>
@@ -1879,39 +1859,37 @@ JSON object.</p>
<span class="normal"><a href="#__codelineno-0-452">452</a></span>
<span class="normal"><a href="#__codelineno-0-453">453</a></span>
<span class="normal"><a href="#__codelineno-0-454">454</a></span>
<span class="normal"><a href="#__codelineno-0-455">455</a></span>
<span class="normal"><a href="#__codelineno-0-456">456</a></span>
<span class="normal"><a href="#__codelineno-0-457">457</a></span></pre></div></td><td class="code"><div><pre><span></span><code><a id="__codelineno-0-427" name="__codelineno-0-427"></a><span class="k">def</span><span class="w"> </span><span class="nf">parse_request</span><span class="p">(</span><span class="n">value</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
<a id="__codelineno-0-428" name="__codelineno-0-428"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Parse a JSON-formatted order request string or file reference.</span>
<a id="__codelineno-0-429" name="__codelineno-0-429"></a>
<a id="__codelineno-0-430" name="__codelineno-0-430"></a><span class="sd"> Args:</span>
<a id="__codelineno-0-431" name="__codelineno-0-431"></a><span class="sd"> value: JSON object string, or &#39;@path&#39; to read JSON from a file.</span>
<a id="__codelineno-0-432" name="__codelineno-0-432"></a>
<a id="__codelineno-0-433" name="__codelineno-0-433"></a><span class="sd"> Returns:</span>
<a id="__codelineno-0-434" name="__codelineno-0-434"></a><span class="sd"> Parsed request dictionary.</span>
<a id="__codelineno-0-435" name="__codelineno-0-435"></a>
<a id="__codelineno-0-436" name="__codelineno-0-436"></a><span class="sd"> Raises:</span>
<a id="__codelineno-0-437" name="__codelineno-0-437"></a><span class="sd"> ValueError: If the request file cannot be read or the value is not a</span>
<a id="__codelineno-0-438" name="__codelineno-0-438"></a><span class="sd"> JSON object.</span>
<a id="__codelineno-0-439" name="__codelineno-0-439"></a><span class="sd"> &quot;&quot;&quot;</span>
<a id="__codelineno-0-440" name="__codelineno-0-440"></a> <span class="k">if</span> <span class="n">value</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">&quot;@&quot;</span><span class="p">):</span>
<a id="__codelineno-0-441" name="__codelineno-0-441"></a> <span class="n">path</span> <span class="o">=</span> <span class="n">Path</span><span class="p">(</span><span class="n">value</span><span class="p">[</span><span class="mi">1</span><span class="p">:])</span>
<a id="__codelineno-0-442" name="__codelineno-0-442"></a> <span class="k">try</span><span class="p">:</span>
<a id="__codelineno-0-443" name="__codelineno-0-443"></a> <span class="n">text</span> <span class="o">=</span> <span class="n">path</span><span class="o">.</span><span class="n">read_text</span><span class="p">(</span><span class="n">encoding</span><span class="o">=</span><span class="s2">&quot;utf-8&quot;</span><span class="p">)</span>
<a id="__codelineno-0-444" name="__codelineno-0-444"></a> <span class="k">except</span> <span class="p">(</span><span class="ne">OSError</span><span class="p">,</span> <span class="ne">UnicodeDecodeError</span><span class="p">)</span> <span class="k">as</span> <span class="n">exc</span><span class="p">:</span>
<a id="__codelineno-0-445" name="__codelineno-0-445"></a> <span class="n">msg</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;Failed to read JSON request file &#39;</span><span class="si">{</span><span class="n">path</span><span class="si">}</span><span class="s2">&#39;: </span><span class="si">{</span><span class="n">exc</span><span class="si">}</span><span class="s2">&quot;</span>
<a id="__codelineno-0-446" name="__codelineno-0-446"></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span> <span class="kn">from</span><span class="w"> </span><span class="nn">exc</span>
<a id="__codelineno-0-447" name="__codelineno-0-447"></a> <span class="k">else</span><span class="p">:</span>
<a id="__codelineno-0-448" name="__codelineno-0-448"></a> <span class="n">text</span> <span class="o">=</span> <span class="n">value</span>
<a id="__codelineno-0-449" name="__codelineno-0-449"></a> <span class="k">try</span><span class="p">:</span>
<a id="__codelineno-0-450" name="__codelineno-0-450"></a> <span class="n">parsed</span><span class="p">:</span> <span class="nb">object</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">text</span><span class="p">)</span>
<a id="__codelineno-0-451" name="__codelineno-0-451"></a> <span class="k">except</span> <span class="n">json</span><span class="o">.</span><span class="n">JSONDecodeError</span> <span class="k">as</span> <span class="n">exc</span><span class="p">:</span>
<a id="__codelineno-0-452" name="__codelineno-0-452"></a> <span class="n">msg</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;Invalid JSON request: </span><span class="si">{</span><span class="n">exc</span><span class="si">}</span><span class="s2">&quot;</span>
<a id="__codelineno-0-453" name="__codelineno-0-453"></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span> <span class="kn">from</span><span class="w"> </span><span class="nn">exc</span>
<a id="__codelineno-0-454" name="__codelineno-0-454"></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">_is_request_dict</span><span class="p">(</span><span class="n">parsed</span><span class="p">):</span>
<a id="__codelineno-0-455" name="__codelineno-0-455"></a> <span class="n">msg</span> <span class="o">=</span> <span class="s2">&quot;Order request must be a JSON object.&quot;</span>
<a id="__codelineno-0-456" name="__codelineno-0-456"></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span>
<a id="__codelineno-0-457" name="__codelineno-0-457"></a> <span class="k">return</span> <span class="n">parsed</span>
<span class="normal"><a href="#__codelineno-0-455">455</a></span></pre></div></td><td class="code"><div><pre><span></span><code><a id="__codelineno-0-425" name="__codelineno-0-425"></a><span class="k">def</span><span class="w"> </span><span class="nf">parse_request</span><span class="p">(</span><span class="n">value</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
<a id="__codelineno-0-426" name="__codelineno-0-426"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Parse a JSON-formatted order request string or file reference.</span>
<a id="__codelineno-0-427" name="__codelineno-0-427"></a>
<a id="__codelineno-0-428" name="__codelineno-0-428"></a><span class="sd"> Args:</span>
<a id="__codelineno-0-429" name="__codelineno-0-429"></a><span class="sd"> value: JSON object string, or &#39;@path&#39; to read JSON from a file.</span>
<a id="__codelineno-0-430" name="__codelineno-0-430"></a>
<a id="__codelineno-0-431" name="__codelineno-0-431"></a><span class="sd"> Returns:</span>
<a id="__codelineno-0-432" name="__codelineno-0-432"></a><span class="sd"> Parsed request dictionary.</span>
<a id="__codelineno-0-433" name="__codelineno-0-433"></a>
<a id="__codelineno-0-434" name="__codelineno-0-434"></a><span class="sd"> Raises:</span>
<a id="__codelineno-0-435" name="__codelineno-0-435"></a><span class="sd"> ValueError: If the request file cannot be read or the value is not a</span>
<a id="__codelineno-0-436" name="__codelineno-0-436"></a><span class="sd"> JSON object.</span>
<a id="__codelineno-0-437" name="__codelineno-0-437"></a><span class="sd"> &quot;&quot;&quot;</span>
<a id="__codelineno-0-438" name="__codelineno-0-438"></a> <span class="k">if</span> <span class="n">value</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">&quot;@&quot;</span><span class="p">):</span>
<a id="__codelineno-0-439" name="__codelineno-0-439"></a> <span class="n">path</span> <span class="o">=</span> <span class="n">Path</span><span class="p">(</span><span class="n">value</span><span class="p">[</span><span class="mi">1</span><span class="p">:])</span>
<a id="__codelineno-0-440" name="__codelineno-0-440"></a> <span class="k">try</span><span class="p">:</span>
<a id="__codelineno-0-441" name="__codelineno-0-441"></a> <span class="n">text</span> <span class="o">=</span> <span class="n">path</span><span class="o">.</span><span class="n">read_text</span><span class="p">(</span><span class="n">encoding</span><span class="o">=</span><span class="s2">&quot;utf-8&quot;</span><span class="p">)</span>
<a id="__codelineno-0-442" name="__codelineno-0-442"></a> <span class="k">except</span> <span class="p">(</span><span class="ne">OSError</span><span class="p">,</span> <span class="ne">UnicodeDecodeError</span><span class="p">)</span> <span class="k">as</span> <span class="n">exc</span><span class="p">:</span>
<a id="__codelineno-0-443" name="__codelineno-0-443"></a> <span class="n">msg</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;Failed to read JSON request file &#39;</span><span class="si">{</span><span class="n">path</span><span class="si">}</span><span class="s2">&#39;: </span><span class="si">{</span><span class="n">exc</span><span class="si">}</span><span class="s2">&quot;</span>
<a id="__codelineno-0-444" name="__codelineno-0-444"></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span> <span class="kn">from</span><span class="w"> </span><span class="nn">exc</span>
<a id="__codelineno-0-445" name="__codelineno-0-445"></a> <span class="k">else</span><span class="p">:</span>
<a id="__codelineno-0-446" name="__codelineno-0-446"></a> <span class="n">text</span> <span class="o">=</span> <span class="n">value</span>
<a id="__codelineno-0-447" name="__codelineno-0-447"></a> <span class="k">try</span><span class="p">:</span>
<a id="__codelineno-0-448" name="__codelineno-0-448"></a> <span class="n">parsed</span><span class="p">:</span> <span class="nb">object</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">text</span><span class="p">)</span>
<a id="__codelineno-0-449" name="__codelineno-0-449"></a> <span class="k">except</span> <span class="n">json</span><span class="o">.</span><span class="n">JSONDecodeError</span> <span class="k">as</span> <span class="n">exc</span><span class="p">:</span>
<a id="__codelineno-0-450" name="__codelineno-0-450"></a> <span class="n">msg</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;Invalid JSON request: </span><span class="si">{</span><span class="n">exc</span><span class="si">}</span><span class="s2">&quot;</span>
<a id="__codelineno-0-451" name="__codelineno-0-451"></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span> <span class="kn">from</span><span class="w"> </span><span class="nn">exc</span>
<a id="__codelineno-0-452" name="__codelineno-0-452"></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">_is_request_dict</span><span class="p">(</span><span class="n">parsed</span><span class="p">):</span>
<a id="__codelineno-0-453" name="__codelineno-0-453"></a> <span class="n">msg</span> <span class="o">=</span> <span class="s2">&quot;Order request must be a JSON object.&quot;</span>
<a id="__codelineno-0-454" name="__codelineno-0-454"></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span>
<a id="__codelineno-0-455" name="__codelineno-0-455"></a> <span class="k">return</span> <span class="n">parsed</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
@@ -2013,7 +1991,9 @@ JSON object.</p>
<details class="mkdocstrings-source">
<summary>Source code in <code>mt5cli/utils.py</code></summary>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-399">399</a></span>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-397">397</a></span>
<span class="normal"><a href="#__codelineno-0-398">398</a></span>
<span class="normal"><a href="#__codelineno-0-399">399</a></span>
<span class="normal"><a href="#__codelineno-0-400">400</a></span>
<span class="normal"><a href="#__codelineno-0-401">401</a></span>
<span class="normal"><a href="#__codelineno-0-402">402</a></span>
@@ -2032,30 +2012,28 @@ JSON object.</p>
<span class="normal"><a href="#__codelineno-0-415">415</a></span>
<span class="normal"><a href="#__codelineno-0-416">416</a></span>
<span class="normal"><a href="#__codelineno-0-417">417</a></span>
<span class="normal"><a href="#__codelineno-0-418">418</a></span>
<span class="normal"><a href="#__codelineno-0-419">419</a></span>
<span class="normal"><a href="#__codelineno-0-420">420</a></span></pre></div></td><td class="code"><div><pre><span></span><code><a id="__codelineno-0-399" name="__codelineno-0-399"></a><span class="k">def</span><span class="w"> </span><span class="nf">parse_tick_flags</span><span class="p">(</span><span class="n">value</span><span class="p">:</span> <span class="nb">object</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
<a id="__codelineno-0-400" name="__codelineno-0-400"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Parse tick flags string or integer value.</span>
<a id="__codelineno-0-401" name="__codelineno-0-401"></a>
<a id="__codelineno-0-402" name="__codelineno-0-402"></a><span class="sd"> Args:</span>
<a id="__codelineno-0-403" name="__codelineno-0-403"></a><span class="sd"> value: Tick flag name (ALL, INFO, TRADE, COPY_TICKS_*) or integer value.</span>
<a id="__codelineno-0-404" name="__codelineno-0-404"></a>
<a id="__codelineno-0-405" name="__codelineno-0-405"></a><span class="sd"> Returns:</span>
<a id="__codelineno-0-406" name="__codelineno-0-406"></a><span class="sd"> Integer tick flag value compatible with MetaTrader 5 ``COPY_TICKS_*``.</span>
<a id="__codelineno-0-407" name="__codelineno-0-407"></a>
<a id="__codelineno-0-408" name="__codelineno-0-408"></a><span class="sd"> Raises:</span>
<a id="__codelineno-0-409" name="__codelineno-0-409"></a><span class="sd"> ValueError: If the flag is invalid.</span>
<a id="__codelineno-0-410" name="__codelineno-0-410"></a><span class="sd"> &quot;&quot;&quot;</span>
<a id="__codelineno-0-411" name="__codelineno-0-411"></a> <span class="k">try</span><span class="p">:</span>
<a id="__codelineno-0-412" name="__codelineno-0-412"></a> <span class="k">return</span> <span class="n">_parse_copy_ticks</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
<a id="__codelineno-0-413" name="__codelineno-0-413"></a> <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
<a id="__codelineno-0-414" name="__codelineno-0-414"></a> <span class="n">display</span> <span class="o">=</span> <span class="n">value</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span> <span class="k">else</span> <span class="nb">repr</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
<a id="__codelineno-0-415" name="__codelineno-0-415"></a> <span class="n">valid</span> <span class="o">=</span> <span class="s2">&quot;, &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">_TICK_FLAG_NAMES</span><span class="p">)</span>
<a id="__codelineno-0-416" name="__codelineno-0-416"></a> <span class="n">msg</span> <span class="o">=</span> <span class="p">(</span>
<a id="__codelineno-0-417" name="__codelineno-0-417"></a> <span class="sa">f</span><span class="s2">&quot;Invalid tick flags: &#39;</span><span class="si">{</span><span class="n">display</span><span class="si">}</span><span class="s2">&#39;. &quot;</span>
<a id="__codelineno-0-418" name="__codelineno-0-418"></a> <span class="sa">f</span><span class="s2">&quot;Use one of: </span><span class="si">{</span><span class="n">valid</span><span class="si">}</span><span class="s2">, or a supported integer.&quot;</span>
<a id="__codelineno-0-419" name="__codelineno-0-419"></a> <span class="p">)</span>
<a id="__codelineno-0-420" name="__codelineno-0-420"></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span> <span class="kn">from</span><span class="w"> </span><span class="kc">None</span>
<span class="normal"><a href="#__codelineno-0-418">418</a></span></pre></div></td><td class="code"><div><pre><span></span><code><a id="__codelineno-0-397" name="__codelineno-0-397"></a><span class="k">def</span><span class="w"> </span><span class="nf">parse_tick_flags</span><span class="p">(</span><span class="n">value</span><span class="p">:</span> <span class="nb">object</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
<a id="__codelineno-0-398" name="__codelineno-0-398"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Parse tick flags string or integer value.</span>
<a id="__codelineno-0-399" name="__codelineno-0-399"></a>
<a id="__codelineno-0-400" name="__codelineno-0-400"></a><span class="sd"> Args:</span>
<a id="__codelineno-0-401" name="__codelineno-0-401"></a><span class="sd"> value: Tick flag name (ALL, INFO, TRADE, COPY_TICKS_*) or integer value.</span>
<a id="__codelineno-0-402" name="__codelineno-0-402"></a>
<a id="__codelineno-0-403" name="__codelineno-0-403"></a><span class="sd"> Returns:</span>
<a id="__codelineno-0-404" name="__codelineno-0-404"></a><span class="sd"> Integer tick flag value compatible with MetaTrader 5 ``COPY_TICKS_*``.</span>
<a id="__codelineno-0-405" name="__codelineno-0-405"></a>
<a id="__codelineno-0-406" name="__codelineno-0-406"></a><span class="sd"> Raises:</span>
<a id="__codelineno-0-407" name="__codelineno-0-407"></a><span class="sd"> ValueError: If the flag is invalid.</span>
<a id="__codelineno-0-408" name="__codelineno-0-408"></a><span class="sd"> &quot;&quot;&quot;</span>
<a id="__codelineno-0-409" name="__codelineno-0-409"></a> <span class="k">try</span><span class="p">:</span>
<a id="__codelineno-0-410" name="__codelineno-0-410"></a> <span class="k">return</span> <span class="n">_parse_copy_ticks</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
<a id="__codelineno-0-411" name="__codelineno-0-411"></a> <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
<a id="__codelineno-0-412" name="__codelineno-0-412"></a> <span class="n">display</span> <span class="o">=</span> <span class="n">value</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span> <span class="k">else</span> <span class="nb">repr</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
<a id="__codelineno-0-413" name="__codelineno-0-413"></a> <span class="n">valid</span> <span class="o">=</span> <span class="s2">&quot;, &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">_TICK_FLAG_NAMES</span><span class="p">)</span>
<a id="__codelineno-0-414" name="__codelineno-0-414"></a> <span class="n">msg</span> <span class="o">=</span> <span class="p">(</span>
<a id="__codelineno-0-415" name="__codelineno-0-415"></a> <span class="sa">f</span><span class="s2">&quot;Invalid tick flags: &#39;</span><span class="si">{</span><span class="n">display</span><span class="si">}</span><span class="s2">&#39;. &quot;</span>
<a id="__codelineno-0-416" name="__codelineno-0-416"></a> <span class="sa">f</span><span class="s2">&quot;Use one of: </span><span class="si">{</span><span class="n">valid</span><span class="si">}</span><span class="s2">, or a supported integer.&quot;</span>
<a id="__codelineno-0-417" name="__codelineno-0-417"></a> <span class="p">)</span>
<a id="__codelineno-0-418" name="__codelineno-0-418"></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span> <span class="kn">from</span><span class="w"> </span><span class="kc">None</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
@@ -2157,7 +2135,9 @@ JSON object.</p>
<details class="mkdocstrings-source">
<summary>Source code in <code>mt5cli/utils.py</code></summary>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-375">375</a></span>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-373">373</a></span>
<span class="normal"><a href="#__codelineno-0-374">374</a></span>
<span class="normal"><a href="#__codelineno-0-375">375</a></span>
<span class="normal"><a href="#__codelineno-0-376">376</a></span>
<span class="normal"><a href="#__codelineno-0-377">377</a></span>
<span class="normal"><a href="#__codelineno-0-378">378</a></span>
@@ -2176,30 +2156,28 @@ JSON object.</p>
<span class="normal"><a href="#__codelineno-0-391">391</a></span>
<span class="normal"><a href="#__codelineno-0-392">392</a></span>
<span class="normal"><a href="#__codelineno-0-393">393</a></span>
<span class="normal"><a href="#__codelineno-0-394">394</a></span>
<span class="normal"><a href="#__codelineno-0-395">395</a></span>
<span class="normal"><a href="#__codelineno-0-396">396</a></span></pre></div></td><td class="code"><div><pre><span></span><code><a id="__codelineno-0-375" name="__codelineno-0-375"></a><span class="k">def</span><span class="w"> </span><span class="nf">parse_timeframe</span><span class="p">(</span><span class="n">value</span><span class="p">:</span> <span class="nb">object</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
<a id="__codelineno-0-376" name="__codelineno-0-376"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Parse a timeframe string or integer value.</span>
<a id="__codelineno-0-377" name="__codelineno-0-377"></a>
<a id="__codelineno-0-378" name="__codelineno-0-378"></a><span class="sd"> Args:</span>
<a id="__codelineno-0-379" name="__codelineno-0-379"></a><span class="sd"> value: Timeframe name (e.g., &#39;M1&#39;, &#39;H1&#39;, &#39;D1&#39;) or integer value.</span>
<a id="__codelineno-0-380" name="__codelineno-0-380"></a>
<a id="__codelineno-0-381" name="__codelineno-0-381"></a><span class="sd"> Returns:</span>
<a id="__codelineno-0-382" name="__codelineno-0-382"></a><span class="sd"> Integer timeframe value.</span>
<a id="__codelineno-0-383" name="__codelineno-0-383"></a>
<a id="__codelineno-0-384" name="__codelineno-0-384"></a><span class="sd"> Raises:</span>
<a id="__codelineno-0-385" name="__codelineno-0-385"></a><span class="sd"> ValueError: If the timeframe is invalid.</span>
<a id="__codelineno-0-386" name="__codelineno-0-386"></a><span class="sd"> &quot;&quot;&quot;</span>
<a id="__codelineno-0-387" name="__codelineno-0-387"></a> <span class="k">try</span><span class="p">:</span>
<a id="__codelineno-0-388" name="__codelineno-0-388"></a> <span class="k">return</span> <span class="n">_parse_timeframe</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
<a id="__codelineno-0-389" name="__codelineno-0-389"></a> <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
<a id="__codelineno-0-390" name="__codelineno-0-390"></a> <span class="n">display</span> <span class="o">=</span> <span class="n">value</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span> <span class="k">else</span> <span class="nb">repr</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
<a id="__codelineno-0-391" name="__codelineno-0-391"></a> <span class="n">valid</span> <span class="o">=</span> <span class="s2">&quot;, &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">TIMEFRAME_NAMES</span><span class="p">)</span>
<a id="__codelineno-0-392" name="__codelineno-0-392"></a> <span class="n">msg</span> <span class="o">=</span> <span class="p">(</span>
<a id="__codelineno-0-393" name="__codelineno-0-393"></a> <span class="sa">f</span><span class="s2">&quot;Invalid timeframe: &#39;</span><span class="si">{</span><span class="n">display</span><span class="si">}</span><span class="s2">&#39;. &quot;</span>
<a id="__codelineno-0-394" name="__codelineno-0-394"></a> <span class="sa">f</span><span class="s2">&quot;Use one of: </span><span class="si">{</span><span class="n">valid</span><span class="si">}</span><span class="s2">, or a supported integer.&quot;</span>
<a id="__codelineno-0-395" name="__codelineno-0-395"></a> <span class="p">)</span>
<a id="__codelineno-0-396" name="__codelineno-0-396"></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span> <span class="kn">from</span><span class="w"> </span><span class="kc">None</span>
<span class="normal"><a href="#__codelineno-0-394">394</a></span></pre></div></td><td class="code"><div><pre><span></span><code><a id="__codelineno-0-373" name="__codelineno-0-373"></a><span class="k">def</span><span class="w"> </span><span class="nf">parse_timeframe</span><span class="p">(</span><span class="n">value</span><span class="p">:</span> <span class="nb">object</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
<a id="__codelineno-0-374" name="__codelineno-0-374"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Parse a timeframe string or integer value.</span>
<a id="__codelineno-0-375" name="__codelineno-0-375"></a>
<a id="__codelineno-0-376" name="__codelineno-0-376"></a><span class="sd"> Args:</span>
<a id="__codelineno-0-377" name="__codelineno-0-377"></a><span class="sd"> value: Timeframe name (e.g., &#39;M1&#39;, &#39;H1&#39;, &#39;D1&#39;) or integer value.</span>
<a id="__codelineno-0-378" name="__codelineno-0-378"></a>
<a id="__codelineno-0-379" name="__codelineno-0-379"></a><span class="sd"> Returns:</span>
<a id="__codelineno-0-380" name="__codelineno-0-380"></a><span class="sd"> Integer timeframe value.</span>
<a id="__codelineno-0-381" name="__codelineno-0-381"></a>
<a id="__codelineno-0-382" name="__codelineno-0-382"></a><span class="sd"> Raises:</span>
<a id="__codelineno-0-383" name="__codelineno-0-383"></a><span class="sd"> ValueError: If the timeframe is invalid.</span>
<a id="__codelineno-0-384" name="__codelineno-0-384"></a><span class="sd"> &quot;&quot;&quot;</span>
<a id="__codelineno-0-385" name="__codelineno-0-385"></a> <span class="k">try</span><span class="p">:</span>
<a id="__codelineno-0-386" name="__codelineno-0-386"></a> <span class="k">return</span> <span class="n">_parse_timeframe</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
<a id="__codelineno-0-387" name="__codelineno-0-387"></a> <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
<a id="__codelineno-0-388" name="__codelineno-0-388"></a> <span class="n">display</span> <span class="o">=</span> <span class="n">value</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span> <span class="k">else</span> <span class="nb">repr</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
<a id="__codelineno-0-389" name="__codelineno-0-389"></a> <span class="n">valid</span> <span class="o">=</span> <span class="s2">&quot;, &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">TIMEFRAME_NAMES</span><span class="p">)</span>
<a id="__codelineno-0-390" name="__codelineno-0-390"></a> <span class="n">msg</span> <span class="o">=</span> <span class="p">(</span>
<a id="__codelineno-0-391" name="__codelineno-0-391"></a> <span class="sa">f</span><span class="s2">&quot;Invalid timeframe: &#39;</span><span class="si">{</span><span class="n">display</span><span class="si">}</span><span class="s2">&#39;. &quot;</span>
<a id="__codelineno-0-392" name="__codelineno-0-392"></a> <span class="sa">f</span><span class="s2">&quot;Use one of: </span><span class="si">{</span><span class="n">valid</span><span class="si">}</span><span class="s2">, or a supported integer.&quot;</span>
<a id="__codelineno-0-393" name="__codelineno-0-393"></a> <span class="p">)</span>
<a id="__codelineno-0-394" name="__codelineno-0-394"></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span> <span class="kn">from</span><span class="w"> </span><span class="kc">None</span>
</code></pre></div></td></tr></table></div>
</details>
</div>