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- Updated copyright to Hanzo AI, Inc. - Replaced ComfyUI references with Hanzo Studio - Updated GitHub org URLs (Comfy-Org → hanzoui) - Updated domains (comfy.org → hanzo.ai) - Updated package names and npm scopes - Updated LICENSE with Hanzo AI copyright header
1558 lines
69 KiB
HTML
1558 lines
69 KiB
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<title>
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Bandit Report
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html * {
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font-family: "Arial", sans-serif;
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margin-left: 2em;
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border-left: solid 1px; LightGray;
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border: 1px solid LightGray;
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margin-bottom: .5em;
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}
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.issue-sev-high {
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background-color: Pink;
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}
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.issue-sev-medium {
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background-color: NavajoWhite;
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}
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.issue-sev-low {
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background-color: LightCyan;
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}
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</style>
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</head>
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<body>
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<div id="metrics">
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<div class="metrics-box bordered-box">
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<div class="metrics-title">
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Metrics:<br>
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</div>
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Total lines of code: <span id="loc">9106</span><br>
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Total lines skipped (#nosec): <span id="nosec">0</span>
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</div>
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</div>
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<br>
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<div id="results">
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<div id="issue-0">
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<div class="issue-block issue-sev-low">
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<b>blacklist: </b> Standard pseudo-random generators are not suitable for security/cryptographic purposes.<br>
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<b>Test ID:</b> B311<br>
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<b>Severity: </b>LOW<br>
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<b>Confidence: </b>HIGH<br>
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<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/330.html" target="_blank">CWE-330</a><br>
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<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py</a><br>
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<b>Line number: </b>158<br>
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<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/blacklists/blacklist_calls.html#b311-random" target="_blank">https://bandit.readthedocs.io/en/1.7.9/blacklists/blacklist_calls.html#b311-random</a><br>
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<div class="code">
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<pre>
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154 def _random_vector(self, dimension):
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155 if self.is_training:
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156 lower_limit = math.sqrt(self.min_ratio)
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157 upper_limit = math.sqrt(self.max_ratio)
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158 mask_side = round((random.random() * (upper_limit - lower_limit) + lower_limit) * dimension)
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159 u = random.randint(0, dimension-mask_side-1)
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160 v = u+mask_side
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161 else:
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</pre>
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</div>
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</div>
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</div>
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<div id="issue-1">
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<div class="issue-block issue-sev-low">
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<b>blacklist: </b> Standard pseudo-random generators are not suitable for security/cryptographic purposes.<br>
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<b>Test ID:</b> B311<br>
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<b>Severity: </b>LOW<br>
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<b>Confidence: </b>HIGH<br>
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<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/330.html" target="_blank">CWE-330</a><br>
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<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py</a><br>
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<b>Line number: </b>159<br>
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<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/blacklists/blacklist_calls.html#b311-random" target="_blank">https://bandit.readthedocs.io/en/1.7.9/blacklists/blacklist_calls.html#b311-random</a><br>
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<div class="code">
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<pre>
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155 if self.is_training:
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156 lower_limit = math.sqrt(self.min_ratio)
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157 upper_limit = math.sqrt(self.max_ratio)
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158 mask_side = round((random.random() * (upper_limit - lower_limit) + lower_limit) * dimension)
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159 u = random.randint(0, dimension-mask_side-1)
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160 v = u+mask_side
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161 else:
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162 margin = (math.sqrt(self.default_ratio) / 2) * dimension
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</pre>
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</div>
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</div>
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</div>
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<div id="issue-2">
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<div class="issue-block issue-sev-low">
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<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
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<b>Test ID:</b> B101<br>
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<b>Severity: </b>LOW<br>
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<b>Confidence: </b>HIGH<br>
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<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
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<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py</a><br>
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<b>Line number: </b>187<br>
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<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
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<div class="code">
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<pre>
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183 self.max_padding_percent = max_padding_percent
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184 self.probs = [left_padding_prob, top_padding_prob, right_padding_prob, bottom_padding_prob]
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185 self.is_fixed_randomness = is_fixed_randomness
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186
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187 assert self.min_padding_percent <= self.max_padding_percent
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188 assert self.max_padding_percent > 0
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189 assert len([x for x in [self.min_padding_percent, self.max_padding_percent] if (x>=0 and x<=1)]) == 2, f"Padding percentage should be in [0,1]"
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190 assert sum(self.probs) > 0, f"At least one of the padding probs should be greater than 0 - {self.probs}"
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</pre>
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</div>
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</div>
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</div>
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<div id="issue-3">
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<div class="issue-block issue-sev-low">
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<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
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<b>Test ID:</b> B101<br>
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<b>Severity: </b>LOW<br>
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<b>Confidence: </b>HIGH<br>
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<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
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<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py</a><br>
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<b>Line number: </b>188<br>
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<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
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<div class="code">
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<pre>
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184 self.probs = [left_padding_prob, top_padding_prob, right_padding_prob, bottom_padding_prob]
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185 self.is_fixed_randomness = is_fixed_randomness
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186
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187 assert self.min_padding_percent <= self.max_padding_percent
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188 assert self.max_padding_percent > 0
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189 assert len([x for x in [self.min_padding_percent, self.max_padding_percent] if (x>=0 and x<=1)]) == 2, f"Padding percentage should be in [0,1]"
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190 assert sum(self.probs) > 0, f"At least one of the padding probs should be greater than 0 - {self.probs}"
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191 assert len([x for x in self.probs if (x >= 0) and (x <= 1)]) == 4, f"At least one of padding probs is not in [0,1] - {self.probs}"
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</pre>
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</div>
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</div>
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</div>
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<div id="issue-4">
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<div class="issue-block issue-sev-low">
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<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
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<b>Test ID:</b> B101<br>
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<b>Severity: </b>LOW<br>
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<b>Confidence: </b>HIGH<br>
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<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
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<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py</a><br>
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<b>Line number: </b>189<br>
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<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
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<div class="code">
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<pre>
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185 self.is_fixed_randomness = is_fixed_randomness
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186
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187 assert self.min_padding_percent <= self.max_padding_percent
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188 assert self.max_padding_percent > 0
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189 assert len([x for x in [self.min_padding_percent, self.max_padding_percent] if (x>=0 and x<=1)]) == 2, f"Padding percentage should be in [0,1]"
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190 assert sum(self.probs) > 0, f"At least one of the padding probs should be greater than 0 - {self.probs}"
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191 assert len([x for x in self.probs if (x >= 0) and (x <= 1)]) == 4, f"At least one of padding probs is not in [0,1] - {self.probs}"
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192 if len([x for x in self.probs if x > 0]) == 1:
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</pre>
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</div>
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</div>
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</div>
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<div id="issue-5">
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<div class="issue-block issue-sev-low">
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<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
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<b>Test ID:</b> B101<br>
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<b>Severity: </b>LOW<br>
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<b>Confidence: </b>HIGH<br>
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<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
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<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py</a><br>
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<b>Line number: </b>190<br>
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<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
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<div class="code">
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<pre>
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186
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187 assert self.min_padding_percent <= self.max_padding_percent
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188 assert self.max_padding_percent > 0
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189 assert len([x for x in [self.min_padding_percent, self.max_padding_percent] if (x>=0 and x<=1)]) == 2, f"Padding percentage should be in [0,1]"
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190 assert sum(self.probs) > 0, f"At least one of the padding probs should be greater than 0 - {self.probs}"
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191 assert len([x for x in self.probs if (x >= 0) and (x <= 1)]) == 4, f"At least one of padding probs is not in [0,1] - {self.probs}"
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192 if len([x for x in self.probs if x > 0]) == 1:
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193 LOGGER.warning(f"Only one padding prob is greater than zero - {self.probs}. That means that the outpainting masks will be always on the same side")
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</pre>
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</div>
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</div>
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</div>
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<div id="issue-6">
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<div class="issue-block issue-sev-low">
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<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
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<b>Test ID:</b> B101<br>
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<b>Severity: </b>LOW<br>
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<b>Confidence: </b>HIGH<br>
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<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
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<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py</a><br>
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<b>Line number: </b>191<br>
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<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
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<div class="code">
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<pre>
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187 assert self.min_padding_percent <= self.max_padding_percent
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188 assert self.max_padding_percent > 0
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189 assert len([x for x in [self.min_padding_percent, self.max_padding_percent] if (x>=0 and x<=1)]) == 2, f"Padding percentage should be in [0,1]"
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190 assert sum(self.probs) > 0, f"At least one of the padding probs should be greater than 0 - {self.probs}"
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191 assert len([x for x in self.probs if (x >= 0) and (x <= 1)]) == 4, f"At least one of padding probs is not in [0,1] - {self.probs}"
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192 if len([x for x in self.probs if x > 0]) == 1:
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193 LOGGER.warning(f"Only one padding prob is greater than zero - {self.probs}. That means that the outpainting masks will be always on the same side")
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194
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</pre>
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</div>
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</div>
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</div>
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<div id="issue-7">
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<div class="issue-block issue-sev-high">
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<b>hashlib: </b> Use of weak SHA1 hash for security. Consider usedforsecurity=False<br>
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<b>Test ID:</b> B324<br>
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<b>Severity: </b>HIGH<br>
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<b>Confidence: </b>HIGH<br>
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<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/327.html" target="_blank">CWE-327</a><br>
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<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py</a><br>
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<b>Line number: </b>208<br>
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<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b324_hashlib.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b324_hashlib.html</a><br>
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<div class="code">
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<pre>
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204
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205 @staticmethod
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206 def _img2rs(img):
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207 arr = np.ascontiguousarray(img.astype(np.uint8))
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208 str_hash = hashlib.sha1(arr).hexdigest()
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209 res = hash(str_hash)%(2**32)
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210 return res
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211
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</pre>
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</div>
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</div>
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</div>
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<div id="issue-8">
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<div class="issue-block issue-sev-low">
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<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
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<b>Test ID:</b> B101<br>
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<b>Severity: </b>LOW<br>
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<b>Confidence: </b>HIGH<br>
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<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
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<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py</a><br>
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<b>Line number: </b>218<br>
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<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
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<div class="code">
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<pre>
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214 mask = np.zeros((self.img_h, self.img_w), np.float32)
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215 at_least_one_mask_applied = False
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216
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217 if self.is_fixed_randomness:
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218 assert raw_image is not None, f"Cant calculate hash on raw_image=None"
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219 rs = self._img2rs(raw_image)
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220 self.rnd = np.random.RandomState(rs)
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221 else:
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</pre>
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</div>
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</div>
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</div>
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<div id="issue-9">
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<div class="issue-block issue-sev-low">
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<b>blacklist: </b> Standard pseudo-random generators are not suitable for security/cryptographic purposes.<br>
|
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<b>Test ID:</b> B311<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
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<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/330.html" target="_blank">CWE-330</a><br>
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<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/data/masks.py</a><br>
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<b>Line number: </b>313<br>
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<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/blacklists/blacklist_calls.html#b311-random" target="_blank">https://bandit.readthedocs.io/en/1.7.9/blacklists/blacklist_calls.html#b311-random</a><br>
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<div class="code">
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<pre>
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309 def __call__(self, img, iter_i=None, raw_image=None):
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310 kind = np.random.choice(len(self.probas), p=self.probas)
|
|
311 gen = self.gens[kind]
|
|
312 result = gen(img, iter_i=iter_i, raw_image=raw_image)
|
|
313 if self.invert_proba > 0 and random.random() < self.invert_proba:
|
|
314 result = 1 - result
|
|
315 return result
|
|
316
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-10">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/adversarial.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/adversarial.py</a><br>
|
|
<b>Line number: </b>62<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
58 """
|
|
59 raise NotImplemented()
|
|
60
|
|
61 def interpolate_mask(self, mask, shape):
|
|
62 assert mask is not None
|
|
63 assert self.allow_scale_mask or shape == mask.shape[-2:]
|
|
64 if shape != mask.shape[-2:] and self.allow_scale_mask:
|
|
65 if self.mask_scale_mode == 'maxpool':
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-11">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/adversarial.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/adversarial.py</a><br>
|
|
<b>Line number: </b>63<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
59 raise NotImplemented()
|
|
60
|
|
61 def interpolate_mask(self, mask, shape):
|
|
62 assert mask is not None
|
|
63 assert self.allow_scale_mask or shape == mask.shape[-2:]
|
|
64 if shape != mask.shape[-2:] and self.allow_scale_mask:
|
|
65 if self.mask_scale_mode == 'maxpool':
|
|
66 mask = F.adaptive_max_pool2d(mask, shape)
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-12">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/adversarial.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/adversarial.py</a><br>
|
|
<b>Line number: </b>89<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
85 self.gp_coef = gp_coef
|
|
86 self.weight = weight
|
|
87 # use for discr => use for gen;
|
|
88 # otherwise we teach only the discr to pay attention to very small difference
|
|
89 assert use_unmasked_for_gen or (not use_unmasked_for_discr)
|
|
90 # mask as target => use unmasked for discr:
|
|
91 # if we don't care about unmasked regions at all
|
|
92 # then it doesn't matter if the value of mask_as_fake_target is true or false
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-13">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/adversarial.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/adversarial.py</a><br>
|
|
<b>Line number: </b>93<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
89 assert use_unmasked_for_gen or (not use_unmasked_for_discr)
|
|
90 # mask as target => use unmasked for discr:
|
|
91 # if we don't care about unmasked regions at all
|
|
92 # then it doesn't matter if the value of mask_as_fake_target is true or false
|
|
93 assert use_unmasked_for_discr or (not mask_as_fake_target)
|
|
94 self.use_unmasked_for_gen = use_unmasked_for_gen
|
|
95 self.use_unmasked_for_discr = use_unmasked_for_discr
|
|
96 self.mask_as_fake_target = mask_as_fake_target
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-14">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/segmentation.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/segmentation.py</a><br>
|
|
<b>Line number: </b>29<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
25 predict:(n, c, h, w)
|
|
26 target:(n, 1, h, w)
|
|
27 """
|
|
28 target = target.long()
|
|
29 assert not target.requires_grad
|
|
30 assert predict.dim() == 4, "{0}".format(predict.size())
|
|
31 assert target.dim() == 4, "{0}".format(target.size())
|
|
32 assert predict.size(0) == target.size(0), "{0} vs {1} ".format(predict.size(0), target.size(0))
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-15">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/segmentation.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/segmentation.py</a><br>
|
|
<b>Line number: </b>30<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
26 target:(n, 1, h, w)
|
|
27 """
|
|
28 target = target.long()
|
|
29 assert not target.requires_grad
|
|
30 assert predict.dim() == 4, "{0}".format(predict.size())
|
|
31 assert target.dim() == 4, "{0}".format(target.size())
|
|
32 assert predict.size(0) == target.size(0), "{0} vs {1} ".format(predict.size(0), target.size(0))
|
|
33 assert target.size(1) == 1, "{0}".format(target.size(1))
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-16">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/segmentation.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/segmentation.py</a><br>
|
|
<b>Line number: </b>31<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
27 """
|
|
28 target = target.long()
|
|
29 assert not target.requires_grad
|
|
30 assert predict.dim() == 4, "{0}".format(predict.size())
|
|
31 assert target.dim() == 4, "{0}".format(target.size())
|
|
32 assert predict.size(0) == target.size(0), "{0} vs {1} ".format(predict.size(0), target.size(0))
|
|
33 assert target.size(1) == 1, "{0}".format(target.size(1))
|
|
34 assert predict.size(2) == target.size(2), "{0} vs {1} ".format(predict.size(2), target.size(2))
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-17">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/segmentation.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/segmentation.py</a><br>
|
|
<b>Line number: </b>32<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
28 target = target.long()
|
|
29 assert not target.requires_grad
|
|
30 assert predict.dim() == 4, "{0}".format(predict.size())
|
|
31 assert target.dim() == 4, "{0}".format(target.size())
|
|
32 assert predict.size(0) == target.size(0), "{0} vs {1} ".format(predict.size(0), target.size(0))
|
|
33 assert target.size(1) == 1, "{0}".format(target.size(1))
|
|
34 assert predict.size(2) == target.size(2), "{0} vs {1} ".format(predict.size(2), target.size(2))
|
|
35 assert predict.size(3) == target.size(3), "{0} vs {1} ".format(predict.size(3), target.size(3))
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-18">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/segmentation.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/segmentation.py</a><br>
|
|
<b>Line number: </b>33<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
29 assert not target.requires_grad
|
|
30 assert predict.dim() == 4, "{0}".format(predict.size())
|
|
31 assert target.dim() == 4, "{0}".format(target.size())
|
|
32 assert predict.size(0) == target.size(0), "{0} vs {1} ".format(predict.size(0), target.size(0))
|
|
33 assert target.size(1) == 1, "{0}".format(target.size(1))
|
|
34 assert predict.size(2) == target.size(2), "{0} vs {1} ".format(predict.size(2), target.size(2))
|
|
35 assert predict.size(3) == target.size(3), "{0} vs {1} ".format(predict.size(3), target.size(3))
|
|
36 target = target.squeeze(1)
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-19">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/segmentation.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/segmentation.py</a><br>
|
|
<b>Line number: </b>34<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
30 assert predict.dim() == 4, "{0}".format(predict.size())
|
|
31 assert target.dim() == 4, "{0}".format(target.size())
|
|
32 assert predict.size(0) == target.size(0), "{0} vs {1} ".format(predict.size(0), target.size(0))
|
|
33 assert target.size(1) == 1, "{0}".format(target.size(1))
|
|
34 assert predict.size(2) == target.size(2), "{0} vs {1} ".format(predict.size(2), target.size(2))
|
|
35 assert predict.size(3) == target.size(3), "{0} vs {1} ".format(predict.size(3), target.size(3))
|
|
36 target = target.squeeze(1)
|
|
37 n, c, h, w = predict.size()
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-20">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/segmentation.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/losses/segmentation.py</a><br>
|
|
<b>Line number: </b>35<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
31 assert target.dim() == 4, "{0}".format(target.size())
|
|
32 assert predict.size(0) == target.size(0), "{0} vs {1} ".format(predict.size(0), target.size(0))
|
|
33 assert target.size(1) == 1, "{0}".format(target.size(1))
|
|
34 assert predict.size(2) == target.size(2), "{0} vs {1} ".format(predict.size(2), target.size(2))
|
|
35 assert predict.size(3) == target.size(3), "{0} vs {1} ".format(predict.size(3), target.size(3))
|
|
36 target = target.squeeze(1)
|
|
37 n, c, h, w = predict.size()
|
|
38 target_mask = (target >= 0) * (target != self.ignore_label)
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-21">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/ffc.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/ffc.py</a><br>
|
|
<b>Line number: </b>226<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
222 dilation=1, groups=1, bias=False, enable_lfu=True,
|
|
223 padding_type='reflect', gated=False, **spectral_kwargs):
|
|
224 super(FFC, self).__init__()
|
|
225
|
|
226 assert stride == 1 or stride == 2, "Stride should be 1 or 2."
|
|
227 self.stride = stride
|
|
228
|
|
229 in_cg = int(in_channels * ratio_gin)
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-22">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/ffc.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/ffc.py</a><br>
|
|
<b>Line number: </b>349<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
345
|
|
346
|
|
347 class ConcatTupleLayer(nn.Module):
|
|
348 def forward(self, x):
|
|
349 assert isinstance(x, tuple)
|
|
350 x_l, x_g = x
|
|
351 assert torch.is_tensor(x_l) or torch.is_tensor(x_g)
|
|
352 if not torch.is_tensor(x_g):
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-23">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/ffc.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/ffc.py</a><br>
|
|
<b>Line number: </b>351<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
347 class ConcatTupleLayer(nn.Module):
|
|
348 def forward(self, x):
|
|
349 assert isinstance(x, tuple)
|
|
350 x_l, x_g = x
|
|
351 assert torch.is_tensor(x_l) or torch.is_tensor(x_g)
|
|
352 if not torch.is_tensor(x_g):
|
|
353 return x_l
|
|
354 return torch.cat(x, dim=1)
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-24">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/ffc.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/ffc.py</a><br>
|
|
<b>Line number: </b>364<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
360 up_norm_layer=nn.BatchNorm2d, up_activation=nn.ReLU(True),
|
|
361 init_conv_kwargs={}, downsample_conv_kwargs={}, resnet_conv_kwargs={},
|
|
362 spatial_transform_layers=None, spatial_transform_kwargs={},
|
|
363 add_out_act=True, max_features=1024, out_ffc=False, out_ffc_kwargs={}):
|
|
364 assert (n_blocks >= 0)
|
|
365 super().__init__()
|
|
366
|
|
367 model = [nn.ReflectionPad2d(3),
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-25">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multidilated_conv.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multidilated_conv.py</a><br>
|
|
<b>Line number: </b>12<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
8 shared_weights=False, padding=1, min_dilation=1, shuffle_in_channels=False, use_depthwise=False, **kwargs):
|
|
9 super().__init__()
|
|
10 convs = []
|
|
11 self.equal_dim = equal_dim
|
|
12 assert comb_mode in ('cat_out', 'sum', 'cat_in', 'cat_both'), comb_mode
|
|
13 if comb_mode in ('cat_out', 'cat_both'):
|
|
14 self.cat_out = True
|
|
15 if equal_dim:
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-26">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multidilated_conv.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multidilated_conv.py</a><br>
|
|
<b>Line number: </b>16<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
12 assert comb_mode in ('cat_out', 'sum', 'cat_in', 'cat_both'), comb_mode
|
|
13 if comb_mode in ('cat_out', 'cat_both'):
|
|
14 self.cat_out = True
|
|
15 if equal_dim:
|
|
16 assert out_dim % dilation_num == 0
|
|
17 out_dims = [out_dim // dilation_num] * dilation_num
|
|
18 self.index = sum([[i + j * (out_dims[0]) for j in range(dilation_num)] for i in range(out_dims[0])], [])
|
|
19 else:
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-27">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multidilated_conv.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multidilated_conv.py</a><br>
|
|
<b>Line number: </b>30<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
26 for j in range(dilation_num):
|
|
27 index += list(range(starts[j], starts[j] + lengths[j]))
|
|
28 starts[j] += lengths[j]
|
|
29 self.index = index
|
|
30 assert(len(index) == out_dim)
|
|
31 self.out_dims = out_dims
|
|
32 else:
|
|
33 self.cat_out = False
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-28">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multidilated_conv.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multidilated_conv.py</a><br>
|
|
<b>Line number: </b>38<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
34 self.out_dims = [out_dim] * dilation_num
|
|
35
|
|
36 if comb_mode in ('cat_in', 'cat_both'):
|
|
37 if equal_dim:
|
|
38 assert in_dim % dilation_num == 0
|
|
39 in_dims = [in_dim // dilation_num] * dilation_num
|
|
40 else:
|
|
41 in_dims = [in_dim // 2 ** (i + 1) for i in range(dilation_num - 1)]
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-29">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multiscale.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multiscale.py</a><br>
|
|
<b>Line number: </b>14<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
10
|
|
11 class ResNetHead(nn.Module):
|
|
12 def __init__(self, input_nc, ngf=64, n_downsampling=3, n_blocks=9, norm_layer=nn.BatchNorm2d,
|
|
13 padding_type='reflect', conv_kind='default', activation=nn.ReLU(True)):
|
|
14 assert (n_blocks >= 0)
|
|
15 super(ResNetHead, self).__init__()
|
|
16
|
|
17 conv_layer = get_conv_block_ctor(conv_kind)
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-30">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multiscale.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multiscale.py</a><br>
|
|
<b>Line number: </b>49<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
45 def __init__(self, output_nc, ngf=64, n_downsampling=3, n_blocks=9, norm_layer=nn.BatchNorm2d,
|
|
46 padding_type='reflect', conv_kind='default', activation=nn.ReLU(True),
|
|
47 up_norm_layer=nn.BatchNorm2d, up_activation=nn.ReLU(True), add_out_act=False, out_extra_layers_n=0,
|
|
48 add_in_proj=None):
|
|
49 assert (n_blocks >= 0)
|
|
50 super(ResNetTail, self).__init__()
|
|
51
|
|
52 mult = 2 ** n_downsampling
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-31">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multiscale.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multiscale.py</a><br>
|
|
<b>Line number: </b>133<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
129 True: Only the most HR output
|
|
130 False: List of outputs of different resolutions from HR to LR
|
|
131 """
|
|
132 if smallest_scales_num is None:
|
|
133 assert len(self.heads) == len(ms_inputs), (len(self.heads), len(ms_inputs), smallest_scales_num)
|
|
134 smallest_scales_num = len(self.heads)
|
|
135 else:
|
|
136 assert smallest_scales_num == len(ms_inputs) <= len(self.heads), (len(self.heads), len(ms_inputs), smallest_scales_num)
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-32">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multiscale.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multiscale.py</a><br>
|
|
<b>Line number: </b>136<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
132 if smallest_scales_num is None:
|
|
133 assert len(self.heads) == len(ms_inputs), (len(self.heads), len(ms_inputs), smallest_scales_num)
|
|
134 smallest_scales_num = len(self.heads)
|
|
135 else:
|
|
136 assert smallest_scales_num == len(ms_inputs) <= len(self.heads), (len(self.heads), len(ms_inputs), smallest_scales_num)
|
|
137
|
|
138 cur_heads = self.heads[-smallest_scales_num:]
|
|
139 ms_features = [cur_head(cur_inp) for cur_head, cur_inp in zip(cur_heads, ms_inputs)]
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-33">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multiscale.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multiscale.py</a><br>
|
|
<b>Line number: </b>190<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
186 :param smallest_scales_num: int or None, number of smallest scales to take at input
|
|
187 :return: List of pairs (prediction, features) for different resolutions from HR to LR
|
|
188 """
|
|
189 if smallest_scales_num is None:
|
|
190 assert len(self.ms_impl) == len(ms_inputs), (len(self.ms_impl), len(ms_inputs), smallest_scales_num)
|
|
191 smallest_scales_num = len(self.heads)
|
|
192 else:
|
|
193 assert smallest_scales_num == len(ms_inputs) <= len(self.ms_impl), \
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-34">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multiscale.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/multiscale.py</a><br>
|
|
<b>Line number: </b>193<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
189 if smallest_scales_num is None:
|
|
190 assert len(self.ms_impl) == len(ms_inputs), (len(self.ms_impl), len(ms_inputs), smallest_scales_num)
|
|
191 smallest_scales_num = len(self.heads)
|
|
192 else:
|
|
193 assert smallest_scales_num == len(ms_inputs) <= len(self.ms_impl), \
|
|
194 (len(self.ms_impl), len(ms_inputs), smallest_scales_num)
|
|
195
|
|
196 return [cur_discr(cur_input) for cur_discr, cur_input in zip(self.ms_impl[-smallest_scales_num:], ms_inputs)]
|
|
197
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-35">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/pix2pixhd.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/pix2pixhd.py</a><br>
|
|
<b>Line number: </b>186<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
182 deconv_kind='convtranspose', activation=nn.ReLU(True),
|
|
183 up_norm_layer=nn.BatchNorm2d, affine=None, up_activation=nn.ReLU(True),
|
|
184 add_out_act=True, max_features=1024, multidilation_kwargs={},
|
|
185 ffc_positions=None, ffc_kwargs={}):
|
|
186 assert (n_blocks >= 0)
|
|
187 super().__init__()
|
|
188
|
|
189 conv_layer = get_conv_block_ctor(conv_kind)
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-36">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/pix2pixhd.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/pix2pixhd.py</a><br>
|
|
<b>Line number: </b>251<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
247 resnet_block_kind='multidilatedresnetblock',
|
|
248 resnet_conv_kind='multidilated',
|
|
249 resnet_dilation=1,
|
|
250 multidilation_kwargs={}):
|
|
251 assert (n_blocks >= 0)
|
|
252 super().__init__()
|
|
253
|
|
254 conv_layer = get_conv_block_ctor(conv_kind)
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-37">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/pix2pixhd.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/pix2pixhd.py</a><br>
|
|
<b>Line number: </b>351<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
347 add_out_act=True,
|
|
348 max_features=1024, is_resblock_depthwise=False,
|
|
349 ffc_positions=None, ffc_kwargs={}, dilation=1, second_dilation=None,
|
|
350 dilation_block_kind='simple', multidilation_kwargs={}):
|
|
351 assert (n_blocks >= 0)
|
|
352 super().__init__()
|
|
353
|
|
354 conv_layer = get_conv_block_ctor(conv_kind)
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-38">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/spatial_transform.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/spatial_transform.py</a><br>
|
|
<b>Line number: </b>47<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
43 if __name__ == '__main__':
|
|
44 layer = LearnableSpatialTransformWrapper(nn.Identity())
|
|
45 x = torch.arange(2* 3 * 15 * 15).view(2, 3, 15, 15).float()
|
|
46 y = layer(x)
|
|
47 assert x.shape == y.shape
|
|
48 assert torch.allclose(x[:, :, 1:, 1:][:, :, :-1, :-1], y[:, :, 1:, 1:][:, :, :-1, :-1])
|
|
49 print('all ok')
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-39">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/spatial_transform.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/training/modules/spatial_transform.py</a><br>
|
|
<b>Line number: </b>48<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
44 layer = LearnableSpatialTransformWrapper(nn.Identity())
|
|
45 x = torch.arange(2* 3 * 15 * 15).view(2, 3, 15, 15).float()
|
|
46 y = layer(x)
|
|
47 assert x.shape == y.shape
|
|
48 assert torch.allclose(x[:, :, 1:, 1:][:, :, :-1, :-1], y[:, :, 1:, 1:][:, :, :-1, :-1])
|
|
49 print('all ok')
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-40">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/utils.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/utils.py</a><br>
|
|
<b>Line number: </b>83<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
79 class LadderRamp:
|
|
80 def __init__(self, start_iters, values):
|
|
81 self.start_iters = start_iters
|
|
82 self.values = values
|
|
83 assert len(values) == len(start_iters) + 1, (len(values), len(start_iters))
|
|
84
|
|
85 def __call__(self, i):
|
|
86 segment_i = bisect.bisect_right(self.start_iters, i)
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-41">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/utils.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/utils.py</a><br>
|
|
<b>Line number: </b>148<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
144 # Trainer sets MASTER_PORT, NODE_RANK, LOCAL_RANK, WORLD_SIZE
|
|
145 parent_cwd = os.environ.get('TRAINING_PARENT_WORK_DIR', None)
|
|
146 has_parent = parent_cwd is not None
|
|
147 has_rank = get_has_ddp_rank()
|
|
148 assert has_parent == has_rank, f'Inconsistent state: has_parent={has_parent}, has_rank={has_rank}'
|
|
149
|
|
150 if has_parent:
|
|
151 # we are in the worker
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-42">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>assert_used: </b> Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.<br>
|
|
<b>Test ID:</b> B101<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/utils.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/external/lama/saicinpainting/utils.py</a><br>
|
|
<b>Line number: </b>169<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b101_assert_used.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
165 def handle_ddp_parent_process():
|
|
166 parent_cwd = os.environ.get('TRAINING_PARENT_WORK_DIR', None)
|
|
167 has_parent = parent_cwd is not None
|
|
168 has_rank = get_has_ddp_rank()
|
|
169 assert has_parent == has_rank, f'Inconsistent state: has_parent={has_parent}, has_rank={has_rank}'
|
|
170
|
|
171 if parent_cwd is None:
|
|
172 os.environ['TRAINING_PARENT_WORK_DIR'] = os.getcwd()
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-43">
|
|
<div class="issue-block issue-sev-medium">
|
|
<b>request_without_timeout: </b> Requests call without timeout<br>
|
|
<b>Test ID:</b> B113<br>
|
|
<b>Severity: </b>MEDIUM<br>
|
|
<b>Confidence: </b>LOW<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/400.html" target="_blank">CWE-400</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/nodes/a1111api.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/nodes/a1111api.py</a><br>
|
|
<b>Line number: </b>39<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b113_request_without_timeout.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b113_request_without_timeout.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
35 self.controlnet_info = {}
|
|
36
|
|
37 def post(self, uri, data):
|
|
38 url = f'http://{self.ipaddr}:{self.port}/{uri}'
|
|
39 return requests.post(url, data=json.dumps(data))
|
|
40
|
|
41 def get(self, uri):
|
|
42 url = f'http://{self.ipaddr}:{self.port}/{uri}'
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-44">
|
|
<div class="issue-block issue-sev-medium">
|
|
<b>request_without_timeout: </b> Requests call without timeout<br>
|
|
<b>Test ID:</b> B113<br>
|
|
<b>Severity: </b>MEDIUM<br>
|
|
<b>Confidence: </b>LOW<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/400.html" target="_blank">CWE-400</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/nodes/a1111api.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/nodes/a1111api.py</a><br>
|
|
<b>Line number: </b>43<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b113_request_without_timeout.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b113_request_without_timeout.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
39 return requests.post(url, data=json.dumps(data))
|
|
40
|
|
41 def get(self, uri):
|
|
42 url = f'http://{self.ipaddr}:{self.port}/{uri}'
|
|
43 resp = requests.get(url)
|
|
44 resp.raise_for_status()
|
|
45 return resp.json()
|
|
46
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-45">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>try_except_pass: </b> Try, Except, Pass detected.<br>
|
|
<b>Test ID:</b> B110<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/nodes/a1111api.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/nodes/a1111api.py</a><br>
|
|
<b>Line number: </b>50<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b110_try_except_pass.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b110_try_except_pass.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
46
|
|
47 def get_all_info(self):
|
|
48 try:
|
|
49 self.update_all_info()
|
|
50 except:
|
|
51 # print(f'An error occured in API server {self.ipaddr}:{self.port}')
|
|
52 pass
|
|
53
|
|
54 def update_all_info(self):
|
|
55 resources = [
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-46">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>try_except_continue: </b> Try, Except, Continue detected.<br>
|
|
<b>Test ID:</b> B112<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/nodes/basic.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/nodes/basic.py</a><br>
|
|
<b>Line number: </b>165<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b112_try_except_continue.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b112_try_except_continue.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
161 filename = os.path.basename(f)
|
|
162 split_name = filename[len(prefix)+1:].replace('.', '_').split('_')
|
|
163 try:
|
|
164 file_sequence = int(split_name[0])
|
|
165 except:
|
|
166 continue
|
|
167 if file_sequence > sequence:
|
|
168 sequence = file_sequence
|
|
169 return sequence + 1
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-47">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>try_except_pass: </b> Try, Except, Pass detected.<br>
|
|
<b>Test ID:</b> B110<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/nodes/detailers.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/nodes/detailers.py</a><br>
|
|
<b>Line number: </b>523<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b110_try_except_pass.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b110_try_except_pass.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
519 'image': ('IMAGE',),
|
|
520 'lora': ('BMAB lora',)
|
|
521 }
|
|
522 }
|
|
523 except:
|
|
524 pass
|
|
525
|
|
526 return {
|
|
527 'required': {
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-48">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>try_except_pass: </b> Try, Except, Pass detected.<br>
|
|
<b>Test ID:</b> B110<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/nodes/resize.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/nodes/resize.py</a><br>
|
|
<b>Line number: </b>25<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b110_try_except_pass.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b110_try_except_pass.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
21 pred = model(image, conf=confidence, device='')
|
|
22 boxes = pred[0].boxes.xyxy.cpu().numpy()
|
|
23 boxes = boxes.tolist()
|
|
24 confs = pred[0].boxes.conf.tolist()
|
|
25 except:
|
|
26 pass
|
|
27 utils.torch_gc()
|
|
28 return boxes, confs
|
|
29
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-49">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>blacklist: </b> Standard pseudo-random generators are not suitable for security/cryptographic purposes.<br>
|
|
<b>Test ID:</b> B311<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/330.html" target="_blank">CWE-330</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/nodes/toy.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/nodes/toy.py</a><br>
|
|
<b>Line number: </b>63<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/blacklists/blacklist_calls.html#b311-random" target="_blank">https://bandit.readthedocs.io/en/1.7.9/blacklists/blacklist_calls.html#b311-random</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
59
|
|
60 return self.last_prompt
|
|
61
|
|
62 def prompt(self, prompt: str, text: str, api_key, random_seed=None, **kwargs):
|
|
63 random_seed = random.randint(0, 65535)
|
|
64 if prompt.find('__prompt__') >= 0:
|
|
65 if self.last_text != text:
|
|
66 random_seed = random.randint(0, 65535)
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-50">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>blacklist: </b> Standard pseudo-random generators are not suitable for security/cryptographic purposes.<br>
|
|
<b>Test ID:</b> B311<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/330.html" target="_blank">CWE-330</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/nodes/toy.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/nodes/toy.py</a><br>
|
|
<b>Line number: </b>66<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/blacklists/blacklist_calls.html#b311-random" target="_blank">https://bandit.readthedocs.io/en/1.7.9/blacklists/blacklist_calls.html#b311-random</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
62 def prompt(self, prompt: str, text: str, api_key, random_seed=None, **kwargs):
|
|
63 random_seed = random.randint(0, 65535)
|
|
64 if prompt.find('__prompt__') >= 0:
|
|
65 if self.last_text != text:
|
|
66 random_seed = random.randint(0, 65535)
|
|
67 self.last_text = text
|
|
68 self.get_prompt(text, api_key)
|
|
69 if self.last_prompt is None:
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<div id="issue-51">
|
|
<div class="issue-block issue-sev-low">
|
|
<b>try_except_pass: </b> Try, Except, Pass detected.<br>
|
|
<b>Test ID:</b> B110<br>
|
|
<b>Severity: </b>LOW<br>
|
|
<b>Confidence: </b>HIGH<br>
|
|
<b>CWE: </b><a href="https://cwe.mitre.org/data/definitions/703.html" target="_blank">CWE-703</a><br>
|
|
<b>File: </b><a href="/custom_nodes/hanzo_studio_bmab/bmab/utils/yolo.py" target="_blank">/custom_nodes/hanzo_studio_bmab/bmab/utils/yolo.py</a><br>
|
|
<b>Line number: </b>17<br>
|
|
<b>More info: </b><a href="https://bandit.readthedocs.io/en/1.7.9/plugins/b110_try_except_pass.html" target="_blank">https://bandit.readthedocs.io/en/1.7.9/plugins/b110_try_except_pass.html</a><br>
|
|
|
|
<div class="code">
|
|
<pre>
|
|
13 pred = model(image, conf=confidence, device=utils.get_device())
|
|
14 boxes = pred[0].boxes.xyxy.cpu().numpy()
|
|
15 boxes = boxes.tolist()
|
|
16 confs = pred[0].boxes.conf.tolist()
|
|
17 except:
|
|
18 pass
|
|
19 del model
|
|
20 utils.torch_gc()
|
|
21 return boxes, confs
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
</div>
|
|
|
|
</body>
|
|
</html>
|